{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", " \n", "## [mlcourse.ai](https://mlcourse.ai) – Open Machine Learning Course \n", "\n", "
Author: Denis Mironov (@dmironov)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#
Insights of Monty Hall paradox with Plotly
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotly is a technical computing company headquartered in Montreal, Quebec, that develops online data analytics and visualization tools https://plot.ly. Plotly provides online graphing, analytics, and statistics tools as well as graphing libraries for several programming languages including Python. With the latter, we present here a Plotly tutorial as a visual analysis of well-known Monty Hall paradox https://en.wikipedia.org/wiki/Monty_Hall_problem which is related to the following game:\n", "\n", ">Suppose you are on a game show, and you are given the choice of three doors: Behind one door is a car; behind the others, goats. You pick a door, say №1, and the host, who knows what is behind the doors, opens another door, say №3, which has a goat. The host then says to you, \"Do you want to pick door №2?\" Is it to your advantage to switch your choice?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is analytically proven that if initial door choice is changed, the percentage to win is about 66.6%, hence the percentage to win if initial door choice remains the same is 33.3%. It is also obvious that if our final choice is solely based on the outcome of unbiased coin toss, then we win in 1/2 cases. Here we are going to demonstrate the results of these strategies graphically by using Plotly." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Jupiter Notebook is organized as follows:\n", "\n", "1. Simulation of Monty Hall Paradox\n", "2. Importing and discussing libraries used for illustrations\n", "3. Graphical analysis\n", " - Line, Box, Violin and Distribution plots\n", " - Contour and 3D Clustering plots\n", "4. Conclusion" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1. Simulation of Monty Hall Paradox" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the problem, we need to generate the dataset first in accordance with the game rules outlined above. Here the dataset represents the results of win percentage by using one of three possible options upon opening of the other door by the host:\n", "\n", "1. Initial door choice is changed\n", "2. Initial door choice remains unchanged\n", "3. Random choice (initial door choice is either changed or not based on the outcome of an unbiased coin)\n", "\n", "To model the game with these three strategies, we present a slightly modified solution obtained by us while working on Workshop Case Study №037 of https://www.superdatascience.com. \n", "\n", "We create 6 functions:\n", "\n", "** 1. newGame() **\n", " - Creates a new game with all possible combinations of {car, goat, goat}. Final mapping of {car, goat, goat} to {door1, door2, door3} is done with the use of a random number\n", "\n", "** 2. guestChoice() **\n", " - Initial door choice made by a player\n", "\n", "** 3. openOneDoor(game, chosen_door) **\n", " - The host opens one door which is not the one choosen by a player and does not have a car behind. Such a modelling is based on the items positions behind the doors (game) and initial choice of a player (chosen_door) \n", "\n", "** 4. guestChange(game, chosen_door, change) **\n", " - Whether a player changes initial choice (chosen_door, change). A modelling based on the items positions behind the doors (game)\n", "\n", "** 5. checkResult(game, chosen_door, change) **\n", " - Whether a player wins or losses by using one of the three strategies mentioned above\n", "\n", "** 6. result(n=400, step=1) **\n", " - Modelling range(1, n+1, step) games in a row. Collecting the outcomes of each of three strategies applied to range(1, n+1, step) games. The latter means the we model 1 round, record the result, then model 2 consecutive rounds, record the result, and so on and so forth up to n consecutive rounds. Note that in these notations a game number represents the number of rounds, for instance, if a game number is 50, then there are 50 consecutive rounds in this game" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# random number generator\n", "from numpy import random\n", "\n", "# Generate a new game incorporating 3 doors: there is a car behind one of them,\n", "# there is a goat behind the other as well as a goat behind the last one.\n", "def newGame(): \n", " position = random.randint(1,4)\n", " if position == 1:\n", " game_dict = {'door1':'car','door2':'goat','door3':'goat'}\n", " return game_dict\n", " elif position == 2:\n", " game_dict = {'door1':'goat','door2':'car','door3':'goat'}\n", " return game_dict\n", " else:\n", " game_dict = {'door1':'goat','door2':'goat', 'door3':'car'}\n", " return game_dict\n", " \n", "# Function guestChoice is designed to randomly model door choice of a player\n", "def guestChoice():\n", " door_choice = random.randint(1,4)\n", " if door_choice == 1:\n", " return 'door1'\n", " elif door_choice == 2:\n", " return 'door2'\n", " else:\n", " return 'door3'\n", " \n", "# Function openOneDoor simulates door opening in the round.\n", "def openOneDoor(game, chosen_door):\n", " all_doors = ['door1', 'door2', 'door3']\n", " element_open = []\n", " options = game.copy()\n", " \n", " if game[chosen_door] != 'car':\n", " for element in all_doors:\n", " if element != chosen_door and game[element] != 'car':\n", " element_open.append(element)\n", " options[element_open[0]] = 'open'\n", " return options\n", " \n", " elif game[chosen_door] == 'car':\n", " for element in all_doors:\n", " if element != chosen_door:\n", " element_open.append(element)\n", " number = random.randint(1,3)\n", " if number == 1:\n", " options[element_open[0]] = 'open'\n", " return options\n", " else:\n", " options[element_open[1]] = 'open'\n", " return options\n", " \n", "# Function guesChange changes the game conditions depending on either \n", "# a player changes his/her initial decision or not\n", "def guestChange(game, chosen_door, change):\n", " game_with_open = openOneDoor(game, chosen_door)\n", " \n", " if change == 'Y':\n", " for element in game_with_open:\n", " if (game_with_open[element] != 'open' and element != chosen_door):\n", " return element\n", " \n", " else:\n", " return chosen_door\n", "\n", "# Function checkResult checks result of one round of a game.\n", "def checkResult(game, chosen_door, change):\n", " final_choice = guestChange(game, chosen_door, change)\n", " result = game[final_choice]\n", " \n", " if result == 'car':\n", " return 'WIN'\n", " else:\n", " return 'LOSE'\n", " \n", "# Function Result calculates win% if our strategy either\n", "# to change our initial door choice or not to change. We also simulate the \n", "# random process: decision whether to change the door or not solely based on\n", "# the outcome of unbiased coin.\n", "def result(n=400, step=1): \n", " list_N = []\n", " win_change = []\n", " win_nochange = []\n", " win_rand = []\n", " \n", " for N in range(1, n+1, step):\n", " count_y = 0\n", " count_n = 0\n", " count_rand = 0\n", "\n", " for i in range(N):\n", " game = newGame()\n", " chosen_door = guestChoice()\n", " if checkResult(game, chosen_door, change='Y') == 'WIN':\n", " count_y += 1\n", " if checkResult(game, chosen_door, change='N') == 'WIN':\n", " count_n += 1\n", " if checkResult(game, chosen_door, change='Y' if random.randint(2) == 0 else 'N') == 'WIN':\n", " count_rand += 1\n", "\n", " list_N.append(N)\n", " win_change.append(count_y / N * 100)\n", " win_nochange.append(count_n / N * 100)\n", " win_rand.append(count_rand / N * 100)\n", " \n", " return list_N, win_change, win_nochange, win_rand" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "list_N, win_change, win_nochange, win_rand = result(n=2000, step=1) # modelling of 2000 games. i-th game has i rounds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- ** list_N: ** is a list with № of game\n", "- ** win_change: ** is a list with win% if initial door choice has been changed. \n", "- ** win_nochange: ** win% if initial door choice has been unchanged. \n", "- ** win_rand: ** win% if a decision whether to change initial door choice has been made upon unbiased coin outcome. \n", "\n", "Each position in ** win_change ** , ** win_nochange **, ** win_rand ** corresponds to that in ** list_N **. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total number of games: 2000 \n", "Max number of rounds with changing initial door choice: 2000\n", "Max number of rounds without changing initial door choice: 2000 \n", "Max number of rounds with random choice after one door is open: 2000\n" ] } ], "source": [ "print (\"Total number of games: %s \" % list_N[-1])\n", "print (\"Max number of rounds with changing initial door choice: %s\" % len(win_change))\n", "print (\"Max number of rounds without changing initial door choice: %s \" % len(win_nochange))\n", "print (\"Max number of rounds with random choice after one door is open: %s\" % len(win_rand))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Recall that in our modelling i-th game has i rounds. The latter means that, for instance, in game №5 we play the game 5 consecutive times, and calculate win% based on the outcomes in these 5 rounds." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2. Importing and discussing libraries used for illustrations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The only library we have been needed so far is a random number generator. Now, when we have simulated the game and collected the results, we are ready to start performing graphical analysis, but before that, evidently, we need to import some libraries." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this tutorial, we are interested in learning Plotly, so let's check its version first." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Below figures are generated with 3.4.2 plotly version\n" ] } ], "source": [ "import plotly\n", "print (\"Below figures are generated with {} {}\".format(plotly.__version__, 'plotly version'))\n", "# author's output: Below figures are generated with 3.3.0 plotly version" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we will see below, there is a JSON object under every plotly visualization. It is possible to operate with such an object similar to dictionary data structure by changing the values of keywords within the object. So, we load library to generate plotting objects in future:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# generates a plotting object\n", "import plotly.graph_objs as go " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are interested in getting illustrations in this Jupiter Notebook. For this purpose, we need to import `download_plotlyjs`, `init_notebook_mode` and `iplot`. The first one is used for plotly javascript initiallization, the second one is governed by argument `connected = True` or `connected = False` determining whether illustrations should be plotted inside Jupiter Notebook, `True`, or outside, `False` (new browser tab will be initiallized containing your figure), and the last one is used for illustrating a figure." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from plotly.offline import download_plotlyjs, init_notebook_mode, iplot\n", "init_notebook_mode(connected=True) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are several chart types that are not included in plotly.js, for instance, a distribution plot. So, we have to import them separately." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import plotly.figure_factory as ff " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also import some packages that are well-known for you." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import pandas as pd\n", "import warnings\n", "warnings.simplefilter('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3. Graphical analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 3.1 Line, Box, Violin and Distribution plots" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we present ** plotResult** function which will be responsible for plotting scatter, box, violin and distribution illustrations. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def plotResult(change, nochange, rand, game=None, output = 'fig', plot='line', \n", " title='', jitter=0, pointpos=0, width=700, height=300, bin_size=.2, show_rug=False):\n", " \n", " \"\"\"\n", " Creates line, box, violin or distribution plot by using Plotly library\n", " \n", " games: list\n", " - number of games\n", " \n", " change: list\n", " - percentage of wins if initial door choice is changed\n", " \n", " nochange: list\n", " - percentage of wins if initial door choice is unchanged\n", " \n", " rand: list\n", " - percentage of wins if upon opening, in accordance with game rules, \n", " a door by a host final choice is made pure randomly\n", " \n", " output: string\n", " - 'fig' means to give an output in form of illustration\n", " - 'json' means to give an output in form of json format\n", " \n", " plot: string\n", " - 'line' means to plot a line\n", " - 'dist' means to plot a distribution\n", " - 'violin' means to plot a violin\n", " - 'box' means to plot a box\n", " \n", " title: string\n", " - title of a graph\n", " \n", " jitter: number\n", " - a number between -1 and 1 (scatter of points while generating box plot)\n", " \n", " pointpot: number\n", " - a number between -2 and 2 (position of jitter in relation to box plot)\n", " \n", " width: number\n", " - width of a figure (not available when plot = 'dist' or plot = 'violin')\n", " \n", " height: number\n", " - height of a figure (not available when plot = 'dist' or plot = 'violin')\n", " \n", " bin_size: number\n", " - size of bins while creating a distribution plot\n", " \n", " show_rug: bool\n", " - whether a distribution graph should show a rug or not\n", " \n", " \"\"\"\n", " \n", " if type(game) == list:\n", " # Slicing list up to game[-1] \n", " change = change[:games[-1]]\n", " nochange = nochange[:games[-1]]\n", " rand = rand[:games[-1]]\n", " else:\n", " change = change\n", " nochange = nochange\n", " rand = rand\n", " \n", " # Two main conditions: whether plot != 'violin' and plot != 'dist'\n", " # this is due to different ways of creating plots\n", " if ((plot != 'violin') & (plot != 'dist')):\n", " \n", " # In this block we choose whether to plot line or box illustrations\n", " # Here is line option\n", " if plot == 'line':\n", " trace_change = go.Scatter(x=games, \n", " y=change, \n", " name='Change',\n", " line=dict(color='#33CFA5')) \n", " trace_no_change = go.Scatter(x=games, \n", " y=nochange, \n", " name='No Change',\n", " line=dict(color='#F06A6A'))\n", " trace_guessing = go.Scatter(x=games, \n", " y=rand,\n", " name='Random', \n", " line=dict(color='gray'))\n", " xx = dict(title= '№ Game', \n", " ticklen= 5, \n", " zeroline= False,\n", " gridwidth= 2)\n", " \n", " # Here is box option\n", " elif plot == 'box':\n", " trace_change = go.Box(y=change,\n", " jitter=jitter,\n", " boxpoints = 'all', \n", " pointpos = pointpos,\n", " name='Change', \n", " line=dict(color='#33CFA5'))\n", " trace_no_change = go.Box(y=nochange,\n", " jitter=jitter,\n", " boxpoints = 'all', \n", " pointpos = pointpos,\n", " name='No Change',\n", " line=dict(color='#F06A6A'))\n", " trace_guessing = go.Box(y=rand,\n", " jitter=jitter,\n", " boxpoints = 'all', \n", " pointpos = pointpos,\n", " name='Random',\n", " line=dict(color='gray'))\n", " xx=None\n", " \n", " # Collecting data in a list form.\n", " # trace_change - data related to percentage of wins when initial door choice is changed\n", " # trace_no_change - data ..... initial door choice is unchanged\n", " # trace_guessing - data .... final door choice is based on unbiased coin outcome\n", " data = [trace_change, trace_guessing, trace_no_change]\n", " \n", " # So-called ornament of our figure\n", " layout = go.Layout(title=title, \n", " autosize=False,\n", " width=width,\n", " height=height,\n", " xaxis = xx,\n", " yaxis = dict(title= '% Win',\n", " ticklen= 5,\n", " gridwidth= 2))\n", " \n", " # Saving figure as fig variable which will be return by the function as iplot(fig) if output = 'fig'\n", " fig = go.Figure(data=data, layout=layout)\n", " \n", " # Block of code related to plotting violin type of chart \n", " elif plot == 'violin':\n", " win_dist = pd.DataFrame(data={\n", " 'Change': win_change,\n", " 'Random': win_rand,\n", " 'No Change': win_nochange\n", " })\n", " color = ['#33CFA5', 'gray', '#F06A6A']\n", " data = []\n", " for i in range(3):\n", " trace = {\n", " \"type\": 'violin',\n", " \"y\": win_dist.iloc[:,i],\n", " \"name\": win_dist.columns[i],\n", " \"box\": {\"visible\": True},\n", " \"points\": 'all',\n", " \"jitter\": jitter,\n", " \"pointpos\" : pointpos,\n", " \"meanline\": {\"visible\": True},\n", " \"line\": {\"color\": color[i]}\n", " }\n", " data.append(trace)\n", "\n", " fig = {\n", " \"data\": data,\n", " \"layout\" : {\n", " \"title\": \"\",\n", " \"yaxis\": {\"title\": '% Win',\n", " \"zeroline\": False}\n", " }\n", " }\n", " \n", " # Block of code related to plotting a distribution\n", " elif plot == 'dist':\n", " data = [change, nochange, rand]\n", " group_labels = ['Change','No Change','Random']\n", " colors = ['#33CFA5','#F06A6A','gray',]\n", " xx=None\n", "\n", " fig = ff.create_distplot(data, \n", " group_labels, \n", " colors=colors,\n", " bin_size=bin_size, \n", " show_rug=show_rug)\n", " \n", " # if output == 'fig' return graph by using iplot from plotly library\n", " if output == 'fig':\n", " return iplot(fig)\n", " \n", " # if output == 'json' return information about plotly object\n", " elif output == 'json':\n", " return fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**go.Scatter **" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's discuss a part of ** plotResult** which is implemented under `if plot == 'line` condition: \n", "\n", " if plot == 'line':\n", " trace_change = go.Scatter(x=games, \n", " y=change, \n", " name='change',\n", " line=dict(color='#33CFA5')) \n", " trace_no_change = go.Scatter(x=games, \n", " y=nochange, \n", " name='no change',\n", " line=dict(color='#F06A6A'))\n", " trace_guessing = go.Scatter(x=games, \n", " y=rand,\n", " name='random', \n", " line=dict(color='gray'))\n", " xx = dict(title= '№ Game', \n", " ticklen= 5, \n", " zeroline= False,\n", " gridwidth= 2)\n", "\n", " data = [trace_change, trace_guessing, trace_no_change]\n", "\n", " layout = go.Layout(title=title, \n", " autosize=False,\n", " width=width,\n", " height=height,\n", " xaxis = xx,\n", " yaxis = dict(title= '% Win',\n", " ticklen= 5,\n", " gridwidth= 2))\n", "\n", " fig = go.Figure(data=data, layout=layout)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The comments within the function have been purposely deleted." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this code snippet, we create three objects which are quite similar and started as `go.Scatter`. However, they have different arguments: \n", "\n", "- **y**: responsible for values taken on vertical axis\n", "- **name**: saves the name which should be shown in the output figure\n", "- **line**: a color of the curve\n", "\n", "All `go.Scatter` objects are saved in appropriate variables which names usually start with phrase `trace`. Later, such variables are stored in a list which is usually named as data since this is a collection of all our data. If we are not interested in putting any ornament of our figure, for instance, a title, width and/or height specifications, then we are ready to produce a figure by injecting data list to `go.Figure` plotly object.\n", "\n", "As one can see above, we have decided to design our figure in a more nicely way. For doing this we use `go.Layout` object incorporating arguments:\n", "\n", "- **title**: a title of our illustration\n", "- **width **: width of our figure*\n", "- **height **: height of our figure*\n", "- **xaxis **: responsible for notations on horizontal axis (uses `xx` variable defined within `if` condition)\n", "- **yaxis **: responsible for notations on vertical axis\n", "\n", "($*$) **width** and **height** control figure size with `autosize=False`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** go.Box **" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `Box` is a graph object which takes arguments similar to those taken by `Scatter`, but with several new:\n", "\n", "- ** jitter **: to make points more visible (from 0 to 1)\n", "- ** boxpoints **: show data points\n", "- ** pointpos **: position of points in relation to violin graph" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** Violin**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " elif plot == 'violin':\n", " win_dist = pd.DataFrame(data={\n", " 'Change': win_change,\n", " 'Rand': win_rand,\n", " 'No change': win_nochange\n", " })\n", " color = ['#33CFA5', 'gray', '#F06A6A']\n", " data = []\n", " for i in range(3):\n", " trace = {\n", " \"type\": 'violin',\n", " \"y\": win_dist.iloc[:,i],\n", " \"name\": win_dist.columns[i],\n", " \"box\": {\"visible\": True},\n", " \"points\": 'all',\n", " \"jitter\": jitter,\n", " \"pointpos\" : pointpos,\n", " \"meanline\": {\"visible\": True},\n", " \"line\": {\"color\": color[i]}\n", " }\n", " data.append(trace)\n", "\n", " fig = {\n", " \"data\": data,\n", " \"layout\" : {\n", " \"title\": \"\",\n", " \"yaxis\": {\"zeroline\": False}\n", " }\n", " }" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here you see a code block responsible for violin plotting. The procedure is similar to that we have already covered, though slighly different:\n", "\n", "1. Creating a dataframe with columns representing our data (with initial door change, without initial changing, and a random choice upon opening one of doors)\n", "2. Creating a list of colors which will be later mapped to the `line` keyword within `trace`.\n", "3. We initialize a loop over each of columns of our dataframe, and save trace as an element of a data list. Variable `trace` contains the following parameters of future figure:\n", "\n", " - **type **: a type of our figure ('violin' in our case)\n", " - **y**: data on vertical axis\n", " - **name**: a name shown in the figure\n", " - **box**: make a box\n", " - **points**: show data points\n", " - **jitter**: make points more visible (from 0 to 1)\n", " - **pointpos** : position of points in relation to violin graph\n", " - **meanline**: line showing mean value\n", " - **line**: here it is responsible for violin color \n", "4. Previously, we used `go.Figure`, which is a json object, and assigned it to `fig` variable, while this time we create such an object by hands." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** Distribution **" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " elif plot == 'dist':\n", " data = [change, nochange, rand]\n", " group_labels = ['change', 'no change', 'random']\n", " colors = ['#F06A6A', '#33CFA5', 'gray']\n", " xx=None\n", "\n", " fig = ff.create_distplot(data, \n", " group_labels, \n", " colors=colors,\n", " bin_size=bin_size, \n", " show_rug=show_rug)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This code block is responsible for creating of a distribution plot. The procedure shown here is differ from that related to scatter, box or violin plots.\n", "\n", "1. We create a list of elements which are lists. In our case, the lists contain an information about our percentage of wins obtained under different conditions\n", "2. Next we define `group_labels` that will be shown in the figure. The order of labels corresponding to that in `data` list\n", "3. After, we set up a color to each list of our data in the same order as the that defined in `data`\n", "4. Parameter `bin_size` defines the size of histogram bins, while `show_rug` adds rug to a distribution plot\n", "5. Having created `data`, `group_labels`, `colors`, `bin_size` and `show_rug`, we use them as input parameters to `ff.create_distplot` imported from `plotly.figure_factory`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's now see our **plotResult** function in action" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true, "scrolled": true }, "outputs": [], "source": [ "games = list_N.copy() " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "#33CFA5" }, "name": "Change", "type": "scatter", "uid": "691b9867-7221-4826-b37f-a7cb5104e1af", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "line": { "color": "gray" }, "name": "Random", "type": "scatter", "uid": "24fea4ab-cfdf-45ec-b2d0-a55e879f2614", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ] }, { "line": { "color": "#F06A6A" }, "name": "No Change", "type": "scatter", "uid": "cf4e90e8-1cbf-4e1c-be5b-ce154b36356c", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ] } ], "layout": { "autosize": false, "height": 300, "title": "", "width": 700, "xaxis": { "gridwidth": 2, "ticklen": 5, "title": "№ Game", "zeroline": false }, "yaxis": { "gridwidth": 2, "ticklen": 5, "title": "% Win" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotResult(win_change, win_nochange, win_rand, games, plot='line', output='fig')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "boxpoints": "all", "jitter": 0, "line": { "color": "#33CFA5" }, "name": "Change", "pointpos": 0, "type": "box", "uid": "d784d791-8ae5-43a5-ae23-0d51e58ebe93", "y": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "boxpoints": "all", "jitter": 0, "line": { "color": "gray" }, "name": "Random", "pointpos": 0, "type": "box", "uid": "a4669532-2812-4050-9dc8-855a5a1b6eea", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ] }, { "boxpoints": "all", "jitter": 0, "line": { "color": "#F06A6A" }, "name": "No Change", "pointpos": 0, "type": "box", "uid": "682f8cd0-51d5-4f0b-b0e8-f3e035a5dccc", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ] } ], "layout": { "autosize": false, "height": 300, "title": "", "width": 700, "yaxis": { "gridwidth": 2, "ticklen": 5, "title": "% Win" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotResult(win_change, win_nochange, win_rand, games, plot='box', output='fig')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "boxpoints": "all", "jitter": 0.3, "line": { "color": "#33CFA5" }, "name": "Change", "pointpos": -1.5, "type": "box", "uid": "509b23d6-a81a-4231-93c2-f0165aa77617", "y": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "boxpoints": "all", "jitter": 0.3, "line": { "color": "gray" }, "name": "Random", "pointpos": -1.5, "type": "box", "uid": "4ad0f518-0295-4f35-af4b-3cbced8db0a8", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ] }, { "boxpoints": "all", "jitter": 0.3, "line": { "color": "#F06A6A" }, "name": "No Change", "pointpos": -1.5, "type": "box", "uid": "d185cc5b-126e-498a-b9b1-9051d511aac0", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ] } ], "layout": { "autosize": false, "height": 300, "title": "", "width": 700, "yaxis": { "gridwidth": 2, "ticklen": 5, "title": "% Win" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotResult(win_change, win_nochange, win_rand, games, plot='box', output='fig', pointpos=-1.5, jitter=0.3)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "box": { "visible": true }, "jitter": 0.3, "line": { "color": "#33CFA5" }, "meanline": { "visible": true }, "name": "Change", "pointpos": -1.5, "points": "all", "type": "violin", "uid": "49a913dd-2171-4b10-a255-2352cd1db664", "y": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "box": { "visible": true }, "jitter": 0.3, "line": { "color": "gray" }, "meanline": { "visible": true }, "name": "No Change", "pointpos": -1.5, "points": "all", "type": "violin", "uid": "5fc89155-d396-46b4-bf26-da9b23d27ff9", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ] }, { "box": { "visible": true }, "jitter": 0.3, "line": { "color": "#F06A6A" }, "meanline": { "visible": true }, "name": "Random", "pointpos": -1.5, "points": "all", "type": "violin", "uid": "931092c5-0913-4d7b-b4d6-2f32ae93f78a", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ] } ], "layout": { "title": "", "yaxis": { "title": "% Win", "zeroline": false } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotResult(win_change, win_nochange, win_rand, games, plot='violin', output='fig', pointpos=-1.5, jitter=0.3)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "autobinx": false, "histnorm": "probability density", "legendgroup": "Change", "marker": { "color": "#33CFA5" }, "name": "Change", "opacity": 0.7, "type": "histogram", "uid": "a785c49e-5197-434f-bd71-d9f83070db6f", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ], "xaxis": "x", "xbins": { "end": 100, "size": 0.2, "start": 0 }, "yaxis": "y" }, { "autobinx": false, "histnorm": "probability density", "legendgroup": "No Change", "marker": { "color": "#F06A6A" }, "name": "No Change", "opacity": 0.7, "type": "histogram", "uid": "bfd0fd55-e82a-4be1-9165-8b016074c0ff", "x": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ], "xaxis": "x", "xbins": { "end": 100, "size": 0.2, "start": 0 }, "yaxis": "y" }, { "autobinx": false, "histnorm": "probability density", "legendgroup": "Random", "marker": { "color": "gray" }, "name": "Random", "opacity": 0.7, "type": "histogram", "uid": "3bc3ccfe-05ac-4ffb-b41d-ae5d2a8288ed", "x": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ], "xaxis": "x", "xbins": { "end": 100, "size": 0.2, "start": 0 }, "yaxis": "y" }, { "legendgroup": "Change", "marker": { "color": "#33CFA5" }, "mode": "lines", "name": "Change", "showlegend": false, "type": "scatter", "uid": "946097fd-d37e-4903-a5a3-46b9808028c6", "x": [ 0, 0.2, 0.4, 0.6, 0.8, 1, 1.2, 1.4, 1.6, 1.8, 2, 2.2, 2.4, 2.6, 2.8, 3, 3.2, 3.4, 3.6, 3.8, 4, 4.2, 4.4, 4.6, 4.8, 5, 5.2, 5.4, 5.6, 5.8, 6, 6.2, 6.4, 6.6, 6.8, 7, 7.2, 7.4, 7.6, 7.8, 8, 8.2, 8.4, 8.6, 8.8, 9, 9.2, 9.4, 9.6, 9.8, 10, 10.2, 10.4, 10.6, 10.8, 11, 11.2, 11.4, 11.6, 11.8, 12, 12.2, 12.4, 12.6, 12.8, 13, 13.2, 13.4, 13.6, 13.8, 14, 14.2, 14.4, 14.6, 14.8, 15, 15.2, 15.4, 15.6, 15.8, 16, 16.2, 16.4, 16.6, 16.8, 17, 17.2, 17.4, 17.6, 17.8, 18, 18.2, 18.4, 18.6, 18.8, 19, 19.2, 19.4, 19.6, 19.8, 20, 20.2, 20.4, 20.6, 20.8, 21, 21.2, 21.4, 21.6, 21.8, 22, 22.2, 22.4, 22.6, 22.8, 23, 23.2, 23.4, 23.6, 23.8, 24, 24.2, 24.4, 24.6, 24.8, 25, 25.2, 25.4, 25.6, 25.8, 26, 26.2, 26.4, 26.6, 26.8, 27, 27.2, 27.4, 27.6, 27.8, 28, 28.2, 28.4, 28.6, 28.8, 29, 29.2, 29.4, 29.6, 29.8, 30, 30.2, 30.4, 30.6, 30.8, 31, 31.2, 31.4, 31.6, 31.8, 32, 32.2, 32.4, 32.6, 32.8, 33, 33.2, 33.4, 33.6, 33.8, 34, 34.2, 34.4, 34.6, 34.8, 35, 35.2, 35.4, 35.6, 35.8, 36, 36.2, 36.4, 36.6, 36.8, 37, 37.2, 37.4, 37.6, 37.8, 38, 38.2, 38.4, 38.6, 38.8, 39, 39.2, 39.4, 39.6, 39.8, 40, 40.2, 40.4, 40.6, 40.8, 41, 41.2, 41.4, 41.6, 41.8, 42, 42.2, 42.4, 42.6, 42.8, 43, 43.2, 43.4, 43.6, 43.8, 44, 44.2, 44.4, 44.6, 44.8, 45, 45.2, 45.4, 45.6, 45.8, 46, 46.2, 46.4, 46.6, 46.8, 47, 47.2, 47.4, 47.6, 47.8, 48, 48.2, 48.4, 48.6, 48.8, 49, 49.2, 49.4, 49.6, 49.8, 50, 50.2, 50.4, 50.6, 50.8, 51, 51.2, 51.4, 51.6, 51.8, 52, 52.2, 52.4, 52.6, 52.8, 53, 53.2, 53.4, 53.6, 53.8, 54, 54.2, 54.4, 54.6, 54.8, 55, 55.2, 55.4, 55.6, 55.8, 56, 56.2, 56.4, 56.6, 56.8, 57, 57.2, 57.4, 57.6, 57.8, 58, 58.2, 58.4, 58.6, 58.8, 59, 59.2, 59.4, 59.6, 59.8, 60, 60.2, 60.4, 60.6, 60.8, 61, 61.2, 61.4, 61.6, 61.8, 62, 62.2, 62.4, 62.6, 62.8, 63, 63.2, 63.4, 63.6, 63.8, 64, 64.2, 64.4, 64.6, 64.8, 65, 65.2, 65.4, 65.6, 65.8, 66, 66.2, 66.4, 66.6, 66.8, 67, 67.2, 67.4, 67.6, 67.8, 68, 68.2, 68.4, 68.6, 68.8, 69, 69.2, 69.4, 69.6, 69.8, 70, 70.2, 70.4, 70.6, 70.8, 71, 71.2, 71.4, 71.6, 71.8, 72, 72.2, 72.4, 72.6, 72.8, 73, 73.2, 73.4, 73.6, 73.8, 74, 74.2, 74.4, 74.6, 74.8, 75, 75.2, 75.4, 75.6, 75.8, 76, 76.2, 76.4, 76.6, 76.8, 77, 77.2, 77.4, 77.6, 77.8, 78, 78.2, 78.4, 78.6, 78.8, 79, 79.2, 79.4, 79.6, 79.8, 80, 80.2, 80.4, 80.6, 80.8, 81, 81.2, 81.4, 81.6, 81.8, 82, 82.2, 82.4, 82.6, 82.8, 83, 83.2, 83.4, 83.6, 83.8, 84, 84.2, 84.4, 84.6, 84.8, 85, 85.2, 85.4, 85.6, 85.8, 86, 86.2, 86.4, 86.6, 86.8, 87, 87.2, 87.4, 87.6, 87.8, 88, 88.2, 88.4, 88.6, 88.8, 89, 89.2, 89.4, 89.6, 89.8, 90, 90.2, 90.4, 90.6, 90.8, 91, 91.2, 91.4, 91.6, 91.8, 92, 92.2, 92.4, 92.6, 92.8, 93, 93.2, 93.4, 93.6, 93.8, 94, 94.2, 94.4, 94.6, 94.8, 95, 95.2, 95.4, 95.6, 95.8, 96, 96.2, 96.4, 96.6, 96.8, 97, 97.2, 97.4, 97.6, 97.8, 98, 98.2, 98.4, 98.6, 98.8, 99, 99.2, 99.4, 99.6, 99.8 ], "xaxis": "x", "y": [ 0.00029146830920801094, 0.0002792839087770621, 0.00024570253172047715, 0.0001984643443503967, 0.00014718532153767052, 0.00010022028952770022, 6.265503112446125e-05, 3.596378494198803e-05, 1.89532625548561e-05, 9.17089477717374e-06, 4.074258565232575e-06, 1.6618606660628517e-06, 6.223716122273371e-07, 2.1400015439322042e-07, 6.755967364331231e-08, 1.958259058607803e-08, 5.211489778781835e-09, 1.27339394766692e-09, 2.8567538235244033e-10, 5.884261952527327e-11, 1.1128082173118799e-11, 1.9322254348363317e-12, 3.080380817514957e-13, 4.50879168744443e-14, 6.059336567492376e-15, 7.476513580380366e-16, 8.469978769497791e-17, 8.809974713626397e-18, 8.41348930436592e-19, 7.377118793557704e-20, 5.938907373580496e-21, 4.389706376414542e-22, 2.9790208055747366e-23, 1.856182808279913e-24, 1.0618840572632841e-25, 5.577538797886022e-27, 2.689782999343722e-28, 1.1909705804151331e-29, 4.8416564261224505e-31, 1.807157676409732e-32, 6.193088281737492e-34, 1.948622172060205e-35, 5.629335770643171e-37, 1.4931237803886836e-38, 3.6361652831583808e-40, 8.130187557525856e-42, 1.669039665619477e-43, 3.145878145943631e-45, 5.44410232882869e-47, 8.6500737038953e-49, 1.2618928542038347e-50, 1.690185217794328e-52, 2.0785250457824848e-54, 2.346850202809377e-56, 2.4329020405163494e-58, 2.31565054362263e-60, 2.0236274548715097e-62, 1.623668070772661e-64, 1.196115402386899e-66, 8.090177685104247e-69, 5.0240295181868386e-71, 2.86454368370297e-73, 1.4995738608173123e-75, 7.20757912140357e-78, 3.180681042826388e-80, 1.2887241505953793e-82, 4.7941206450380526e-85, 1.6374464106160284e-87, 5.1349282202133825e-90, 1.47846416828283e-92, 3.908376333988947e-95, 9.486174102940705e-98, 2.1139511746912325e-100, 4.325217568779354e-103, 8.125126091550215e-106, 1.4013977158750326e-108, 2.219227605859254e-111, 3.226646824058597e-114, 4.307350000717993e-117, 5.279320619806095e-120, 5.940938525894797e-123, 6.138202671595062e-126, 5.822862490708055e-129, 5.071553244878805e-132, 4.055595098446377e-135, 2.9776752731102525e-138, 2.007285856138834e-141, 1.2423680076574019e-144, 7.059930716364382e-148, 3.6834922778813733e-151, 1.764526696035457e-154, 7.760788495862995e-158, 3.1339539248077114e-161, 1.1619528661021905e-164, 3.9554287033130464e-168, 1.2362541283482664e-171, 3.547570982748163e-175, 9.346813516045257e-179, 2.2610241797099853e-182, 5.021760317915616e-186, 1.0240375909454178e-189, 1.91727744341486e-193, 3.2958176212261585e-197, 5.20176256404982e-201, 7.537841881193723e-205, 1.0028885348070293e-208, 1.2250884758804938e-212, 1.374014727125345e-216, 1.414895826785292e-220, 1.337724522901541e-224, 1.1612294898142366e-228, 9.255045732041356e-233, 6.772487727437053e-237, 4.550163781990221e-241, 2.8068226774814048e-245, 1.5896886338921622e-249, 8.266435974210094e-254, 3.9466961184850862e-258, 1.7300482506096745e-262, 6.962927732094437e-267, 2.572969893933854e-271, 8.72944567135818e-276, 2.7192414595114534e-280, 7.779884883572448e-285, 1.0361466786958394e-283, 3.547299377396622e-279, 1.1150245948314462e-274, 3.2179567015243337e-270, 8.526780638884914e-266, 2.074431647847527e-261, 4.6336402581928075e-257, 9.502866810168464e-253, 1.7893533723523723e-248, 3.0934758850303823e-244, 4.91028272235434e-240, 7.156083624802758e-236, 9.575323611176768e-232, 1.176361110931249e-227, 1.3268963581051748e-223, 1.374176414391661e-219, 1.3066435331016024e-215, 1.140724847066724e-211, 9.143528529170281e-208, 6.72908310802055e-204, 4.546813123799278e-200, 2.820768612814915e-196, 1.6067080332138121e-192, 8.402637201914146e-189, 4.0346271338615326e-185, 1.778690322789069e-181, 7.199567775541233e-178, 2.675602860339935e-174, 9.129479622582773e-171, 2.8600889529781275e-167, 8.226634497473793e-164, 2.1725711550138175e-160, 5.267868931303029e-157, 1.1727489625483169e-153, 2.3970897724704095e-150, 4.4985513823498005e-147, 7.751222734084937e-144, 1.226243992985338e-140, 1.7811180877983863e-137, 2.375295686772879e-134, 2.9083842968322627e-131, 3.2696031792277954e-128, 3.374795394772265e-125, 3.198224850931279e-122, 2.782785195031571e-119, 2.223102667152669e-116, 1.6306039881558405e-113, 1.0981119699626822e-110, 6.789751753528009e-108, 3.854520068719705e-105, 2.009073713292225e-102, 9.614585736468756e-100, 4.2244913641369196e-97, 1.7042269223000403e-94, 6.312328062528043e-92, 2.146648053261349e-89, 6.702568746038685e-87, 1.921457807308806e-84, 5.05742641804927e-82, 1.2221863767989378e-79, 2.71177997617046e-77, 5.524342625468127e-75, 1.0332749681167205e-72, 1.7744360681691682e-70, 2.797782511167774e-68, 4.0502020792952273e-66, 5.383299974716217e-64, 6.5694591626789274e-62, 7.360711615418176e-60, 7.572148785372772e-58, 7.1520019947124135e-56, 6.20219289873486e-54, 4.938238594630364e-52, 3.6100068898968013e-50, 2.4229985763335058e-48, 1.4931638290858892e-46, 8.448331483681172e-45, 4.388778126300532e-43, 2.0932712895000313e-41, 9.166776449352987e-40, 3.6856748913019704e-38, 1.360588214632441e-36, 4.6115373591989405e-35, 1.4350735755961875e-33, 4.100266630026157e-32, 1.0756218999746928e-30, 2.590698818347639e-29, 5.72907049664393e-28, 1.1632193300492647e-26, 2.168450927773996e-25, 3.711492411910355e-24, 5.832558934436736e-23, 8.415541246287065e-22, 1.1148549204163064e-20, 1.3560303079935008e-19, 1.514387317786602e-18, 1.5528282203837828e-17, 1.461947777166093e-16, 1.2637652166111816e-15, 1.003072766789633e-14, 7.3103322566209e-14, 4.892038079850576e-13, 3.0060968369174266e-12, 1.6962616690561692e-11, 8.78983976393139e-11, 4.183074110854417e-10, 1.8284108751509356e-09, 7.34115550495174e-09, 2.7078919403342565e-08, 9.178211109438185e-08, 2.859258720683984e-07, 8.189529926727721e-07, 2.157532350512047e-06, 5.230979325959019e-06, 1.167977447207028e-05, 2.4037379441610274e-05, 4.564638520538211e-05, 8.008628974060154e-05, 0.00013002101829432663, 0.00019567843841600144, 0.0002735233012602234, 0.0003558368099198987, 0.00043168604741218163, 0.0004892112978004907, 0.0005185753268760729, 0.0005146256353751298, 0.00047843454467676687, 0.0004172925522404574, 0.00034324506606839354, 0.00027070519563979006, 0.00021387627158038497, 0.00018455389102719444, 0.0001904375164695654, 0.00023374523900558252, 0.0003100989411266551, 0.0004082915897937427, 0.0005120061000286151, 0.0006040408081993023, 0.0006720488368004221, 0.0007132472056876044, 0.0007354194094747831, 0.0007533227571005387, 0.0007822167453592812, 0.0008317364228180176, 0.0009026810816224048, 0.0009872118409513888, 0.0010712618491299163, 0.0011378268977614843, 0.0011707341138007706, 0.0011590009236468347, 0.001101147181203491, 0.001007530859597132, 0.0008985442990833223, 0.0007981984944653205, 0.0007253987142394807, 0.0006871162433999282, 0.0006771566692089248, 0.0006813795548512628, 0.0006866523445364198, 0.0006886348868647994, 0.0006940339415401717, 0.0007160504742323176, 0.0007657114375827869, 0.0008443560411448315, 0.000942086823948955, 0.0010435371553298453, 0.0011377953759230096, 0.0012266183969766595, 0.0013260507887303465, 0.001460631485167943, 0.0016536737711715455, 0.0019187478342033567, 0.002255866690405307, 0.0026528933108832626, 0.003090689660297378, 0.003550098718968877, 0.004018903788218295, 0.0044966751876172285, 0.004995615084265759, 0.005537161710685993, 0.006146597451077461, 0.006849093912054671, 0.007669224673006359, 0.008633248393334804, 0.009772073546825027, 0.011123922907356372, 0.012737615704142528, 0.014677281621632506, 0.01702649575510179, 0.019886949412500347, 0.023367751089783336, 0.02756741288838788, 0.032557764486474745, 0.038381232950999905, 0.04506692502189719, 0.05265996803175108, 0.06124975322543067, 0.07098090071744793, 0.08203507685184955, 0.09457887817873048, 0.10868219316835191, 0.12422453972635158, 0.14082165782378286, 0.15781095388298846, 0.17432046372657975, 0.18941142267863348, 0.20224654154551908, 0.21221983321721716, 0.21900275984642764, 0.2225049561326718, 0.2227880443487534, 0.21998410387142653, 0.21425312145777312, 0.20578341530837757, 0.19481704436577404, 0.18167811446470164, 0.1667899588392397, 0.15067587441347827, 0.1339413612310767, 0.1172359982268698, 0.10119547220314265, 0.08637073508368524, 0.07315912185936348, 0.061757050531223934, 0.052151859402122316, 0.04415974046503186, 0.0375000044184217, 0.031880646991744505, 0.027065703022867257, 0.022905009031175375, 0.01932584379979895, 0.016301798823831364, 0.013818679329336102, 0.011850698589941928, 0.010349976586802366, 0.00924571941613452, 0.008448720873746403, 0.007859242307583626, 0.0073778839963994725, 0.006918171096799967, 0.006417749076111104, 0.005844721436975341, 0.005197504187793127, 0.004499184384182935, 0.0037888149940847465, 0.00311178825408112, 0.0025104649889828514, 0.002015921943165882, 0.0016421749490946045, 0.0013844900708092198, 0.0012224235261027606, 0.001126345493614049, 0.001064840226179999, 0.0010106524110395135, 0.0009443805770566622, 0.0008564140698893603, 0.0007476456521637078, 0.0006286912902393686, 0.0005169513815830142, 0.00043149835465338397, 0.00038695798615392957, 0.000388309663866815, 0.00042841862326856346, 0.0004893247956535634, 0.0005471743767882428, 0.0005793969018159618, 0.0005716539590260205, 0.0005218665440783025, 0.00043974404217859547, 0.00034232310192595233, 0.00024787718211006333, 0.00017101045900447194, 0.00012060772513493442, 0.00010045952611194319, 0.0001110324992065641, 0.00015069129963860575, 0.0002155561504894878, 0.0002984178205496409, 0.00038798726401185644, 0.00046977433546799237, 0.0005290633649793647, 0.0005552226895980541, 0.0005456314128565423, 0.0005073841149224653, 0.00045574104603231377, 0.00040961799251055934, 0.0003856121391111357, 0.00039263968648900645, 0.00042907042254483054, 0.0004834234177909639, 0.0005384932904225094, 0.0005775188648936504, 0.0005900990168709097, 0.0005754781261532252, 0.0005418301920844248, 0.0005019819721217985, 0.00046774835490612124, 0.000445668177513792, 0.00043595439376071084, 0.0004344695883812239, 0.0004358351448683958, 0.0004355401461668247, 0.00043019762145580733, 0.00041677352371394846, 0.0003923004045375195, 0.0003548245364220518, 0.00030494657571668006, 0.00024659325674924874, 0.00018617692071869535, 0.00013050061174274994, 8.459932946566817e-05, 5.0601354596931766e-05, 2.791825752618662e-05, 1.4319740179719457e-05, 7.189572116362796e-06, 4.471615408204119e-06, 5.180587460062927e-06, 9.579143820135593e-06, 1.9121049944335128e-05, 3.6122472687314045e-05, 6.302665054654352e-05, 0.00010122935194956754, 0.00014976518654917376, 0.00020453461657204, 0.00025881917345873254, 0.0003053067639372641, 0.00033887036450584626, 0.000358561166424449, 0.00036743578158392035, 0.0003700887157525171, 0.0003693412195375583, 0.0003642457938751579, 0.0003507548988732221, 0.00032459904359094337, 0.00028445346080307343, 0.00023339869817296113, 0.00017794368446871347, 0.00012544631960801793, 8.153534673348842e-05, 4.877407669649299e-05, 2.6825316337991773e-05, 1.3556793091697586e-05, 6.293287883582876e-06, 2.683006672597768e-06, 1.0503659447534376e-06, 3.7757762204201815e-07, 1.2462424727338016e-07, 3.7767682642267115e-08, 1.0508829495535771e-08, 2.6847357958899954e-09, 6.297386355941927e-10, 1.3562325303069603e-10, 2.6829009412240444e-11, 4.958696948734277e-12, 1.4275884290947303e-12, 3.988645382162359e-12, 2.227361529135899e-11, 1.17687490409226e-10, 5.713510313782459e-10, 2.546787924335446e-09, 1.0422979560459341e-08, 3.9165181172421545e-08, 1.351193472866491e-07, 4.280003087864563e-07, 1.244743224454638e-06, 3.323721332125659e-06, 8.14851713046515e-06, 1.8341789554347686e-05, 3.7906525109712954e-05, 7.192756988397481e-05, 0.00012531006224892157, 0.00020044057905540044, 0.0002943706430753425, 0.0003969286887007963, 0.0004914050634409519, 0.0005585678175541234 ], "yaxis": "y" }, { "legendgroup": "No Change", "marker": { "color": "#F06A6A" }, "mode": "lines", "name": "No Change", "showlegend": false, "type": "scatter", "uid": "05141831-ce76-4ae0-aa59-2a51698db9a6", "x": [ 0, 0.2, 0.4, 0.6, 0.8, 1, 1.2, 1.4, 1.6, 1.8, 2, 2.2, 2.4, 2.6, 2.8, 3, 3.2, 3.4, 3.6, 3.8, 4, 4.2, 4.4, 4.6, 4.8, 5, 5.2, 5.4, 5.6, 5.8, 6, 6.2, 6.4, 6.6, 6.8, 7, 7.2, 7.4, 7.6, 7.8, 8, 8.2, 8.4, 8.6, 8.8, 9, 9.2, 9.4, 9.6, 9.8, 10, 10.2, 10.4, 10.6, 10.8, 11, 11.2, 11.4, 11.6, 11.8, 12, 12.2, 12.4, 12.6, 12.8, 13, 13.2, 13.4, 13.6, 13.8, 14, 14.2, 14.4, 14.6, 14.8, 15, 15.2, 15.4, 15.6, 15.8, 16, 16.2, 16.4, 16.6, 16.8, 17, 17.2, 17.4, 17.6, 17.8, 18, 18.2, 18.4, 18.6, 18.8, 19, 19.2, 19.4, 19.6, 19.8, 20, 20.2, 20.4, 20.6, 20.8, 21, 21.2, 21.4, 21.6, 21.8, 22, 22.2, 22.4, 22.6, 22.8, 23, 23.2, 23.4, 23.6, 23.8, 24, 24.2, 24.4, 24.6, 24.8, 25, 25.2, 25.4, 25.6, 25.8, 26, 26.2, 26.4, 26.6, 26.8, 27, 27.2, 27.4, 27.6, 27.8, 28, 28.2, 28.4, 28.6, 28.8, 29, 29.2, 29.4, 29.6, 29.8, 30, 30.2, 30.4, 30.6, 30.8, 31, 31.2, 31.4, 31.6, 31.8, 32, 32.2, 32.4, 32.6, 32.8, 33, 33.2, 33.4, 33.6, 33.8, 34, 34.2, 34.4, 34.6, 34.8, 35, 35.2, 35.4, 35.6, 35.8, 36, 36.2, 36.4, 36.6, 36.8, 37, 37.2, 37.4, 37.6, 37.8, 38, 38.2, 38.4, 38.6, 38.8, 39, 39.2, 39.4, 39.6, 39.8, 40, 40.2, 40.4, 40.6, 40.8, 41, 41.2, 41.4, 41.6, 41.8, 42, 42.2, 42.4, 42.6, 42.8, 43, 43.2, 43.4, 43.6, 43.8, 44, 44.2, 44.4, 44.6, 44.8, 45, 45.2, 45.4, 45.6, 45.8, 46, 46.2, 46.4, 46.6, 46.8, 47, 47.2, 47.4, 47.6, 47.8, 48, 48.2, 48.4, 48.6, 48.8, 49, 49.2, 49.4, 49.6, 49.8, 50, 50.2, 50.4, 50.6, 50.8, 51, 51.2, 51.4, 51.6, 51.8, 52, 52.2, 52.4, 52.6, 52.8, 53, 53.2, 53.4, 53.6, 53.8, 54, 54.2, 54.4, 54.6, 54.8, 55, 55.2, 55.4, 55.6, 55.8, 56, 56.2, 56.4, 56.6, 56.8, 57, 57.2, 57.4, 57.6, 57.8, 58, 58.2, 58.4, 58.6, 58.8, 59, 59.2, 59.4, 59.6, 59.8, 60, 60.2, 60.4, 60.6, 60.8, 61, 61.2, 61.4, 61.6, 61.8, 62, 62.2, 62.4, 62.6, 62.8, 63, 63.2, 63.4, 63.6, 63.8, 64, 64.2, 64.4, 64.6, 64.8, 65, 65.2, 65.4, 65.6, 65.8, 66, 66.2, 66.4, 66.6, 66.8, 67, 67.2, 67.4, 67.6, 67.8, 68, 68.2, 68.4, 68.6, 68.8, 69, 69.2, 69.4, 69.6, 69.8, 70, 70.2, 70.4, 70.6, 70.8, 71, 71.2, 71.4, 71.6, 71.8, 72, 72.2, 72.4, 72.6, 72.8, 73, 73.2, 73.4, 73.6, 73.8, 74, 74.2, 74.4, 74.6, 74.8, 75, 75.2, 75.4, 75.6, 75.8, 76, 76.2, 76.4, 76.6, 76.8, 77, 77.2, 77.4, 77.6, 77.8, 78, 78.2, 78.4, 78.6, 78.8, 79, 79.2, 79.4, 79.6, 79.8, 80, 80.2, 80.4, 80.6, 80.8, 81, 81.2, 81.4, 81.6, 81.8, 82, 82.2, 82.4, 82.6, 82.8, 83, 83.2, 83.4, 83.6, 83.8, 84, 84.2, 84.4, 84.6, 84.8, 85, 85.2, 85.4, 85.6, 85.8, 86, 86.2, 86.4, 86.6, 86.8, 87, 87.2, 87.4, 87.6, 87.8, 88, 88.2, 88.4, 88.6, 88.8, 89, 89.2, 89.4, 89.6, 89.8, 90, 90.2, 90.4, 90.6, 90.8, 91, 91.2, 91.4, 91.6, 91.8, 92, 92.2, 92.4, 92.6, 92.8, 93, 93.2, 93.4, 93.6, 93.8, 94, 94.2, 94.4, 94.6, 94.8, 95, 95.2, 95.4, 95.6, 95.8, 96, 96.2, 96.4, 96.6, 96.8, 97, 97.2, 97.4, 97.6, 97.8, 98, 98.2, 98.4, 98.6, 98.8, 99, 99.2, 99.4, 99.6, 99.8 ], "xaxis": "x", "y": [ 0.0005829366184160219, 0.0005585678175541242, 0.0004914050634409543, 0.0003969286887007934, 0.00029437064307534104, 0.00020044057905540044, 0.0001253100622489225, 7.192756988397606e-05, 3.79065251097122e-05, 1.834178955434748e-05, 8.14851713046515e-06, 3.3237213321257034e-06, 1.2447432244546744e-06, 4.2800030878644254e-07, 1.3511934728664696e-07, 3.9165181172421545e-08, 1.0422979560459525e-08, 2.546787924335554e-09, 5.713510313782205e-10, 1.1768749040922349e-10, 2.2273615291358994e-11, 3.9886453821624565e-12, 1.4275884290947517e-12, 4.958696948734671e-12, 2.6829009412241875e-11, 1.3562325303069986e-10, 6.297386355941962e-10, 2.684735795889962e-09, 1.0508829495536386e-08, 3.776768264226859e-08, 1.246242472733826e-07, 3.7757762204202054e-07, 1.050365944753429e-06, 2.683006672597878e-06, 6.293287883583035e-06, 1.355679309169776e-05, 2.682531633799184e-05, 4.877407669649275e-05, 8.15353467334901e-05, 0.00012544631960801942, 0.0001779436844687144, 0.000233398698172961, 0.0002844534608030728, 0.00032459904359094445, 0.00035075489887322216, 0.0003642457938751573, 0.0003693412195375574, 0.0003700887157525162, 0.0003674357815839194, 0.0003585611664244481, 0.0003388703645058458, 0.0003053067639372646, 0.0002588191734587338, 0.0002045346165720384, 0.00014976518654917278, 0.00010122935194956753, 6.302665054654409e-05, 3.612247268731462e-05, 1.9121049944334793e-05, 9.579143820135488e-06, 5.180587460062966e-06, 4.471615408204193e-06, 7.189572116362857e-06, 1.4319740179720084e-05, 2.7918257526187562e-05, 5.060135459693274e-05, 8.459932946566885e-05, 0.0001305006117427503, 0.00018617692071869882, 0.0002465932567492516, 0.0003049465757166814, 0.0003548245364220516, 0.00039230040453751855, 0.0004167735237139481, 0.0004301976214558061, 0.00043554014616682283, 0.0004358351448683938, 0.0004344695883812217, 0.0004359543937607088, 0.00044566817751379005, 0.00046774835490611934, 0.0005019819721217963, 0.0005418301920844229, 0.0005754781261532262, 0.0005900990168709108, 0.0005775188648936518, 0.0005384932904225117, 0.00048342341779096694, 0.0004290704225448292, 0.0003926396864890057, 0.0003856121391111347, 0.000409617992510557, 0.00045574104603231003, 0.0005073841149224649, 0.0005456314128565411, 0.0005552226895980531, 0.0005290633649793653, 0.0004697743354679957, 0.0003879872640118547, 0.00029841782054964113, 0.0002155561504894896, 0.00015069129963860817, 0.00011103249920656597, 0.00010045952611194375, 0.0001206077251349348, 0.0001710104590044711, 0.00024787718211006046, 0.00034232310192594713, 0.00043974404217859704, 0.0005218665440783023, 0.0005716539590260197, 0.0005793969018159621, 0.0005471743767882458, 0.0004893247956535632, 0.00042841862326856536, 0.0003883096638668185, 0.0003869579861539328, 0.0004314983546533852, 0.0005169513815830208, 0.0006286912902393726, 0.0007476456521637083, 0.000856414069889357, 0.0009443805770566562, 0.0010106524110395107, 0.0010648402261799947, 0.0011263454936140435, 0.0012224235261027532, 0.0013844900708092074, 0.0016421749490946116, 0.002015921943165886, 0.0025104649889828483, 0.003111788254081107, 0.0037888149940847227, 0.004499184384182962, 0.0051975041877931425, 0.005844721436975346, 0.006417749076111101, 0.006918171096799955, 0.007377883996399491, 0.007859242307583636, 0.008448720873746405, 0.00924571941613451, 0.01034997658680233, 0.011850698589942003, 0.013818679329336163, 0.01630179882383139, 0.01932584379979893, 0.022905009031175268, 0.027065703022867437, 0.031880646991744616, 0.03750000441842171, 0.04415974046503174, 0.052151859402122004, 0.0617570505312243, 0.0731591218593637, 0.08637073508368526, 0.10119547220314241, 0.11723599822686924, 0.13394136123107733, 0.1506758744134786, 0.16678995883923978, 0.1816781144647017, 0.19481704436577368, 0.20578341530837804, 0.21425312145777317, 0.21998410387142653, 0.2227880443487534, 0.2225049561326718, 0.21900275984642736, 0.21221983321721705, 0.20224654154551894, 0.18941142267863337, 0.17432046372658025, 0.15781095388298783, 0.1408216578237828, 0.1242245397263516, 0.10868219316835194, 0.094578878178731, 0.08203507685184916, 0.07098090071744796, 0.06124975322543069, 0.052659968031751096, 0.04506692502189717, 0.038381232950999884, 0.03255776448647471, 0.027567412888387856, 0.02336775108978331, 0.01988694941250032, 0.017026495755101772, 0.014677281621632489, 0.012737615704142518, 0.011123922907356367, 0.009772073546825022, 0.0086332483933348, 0.007669224673006355, 0.006849093912054669, 0.00614659745107746, 0.005537161710685991, 0.0049956150842657586, 0.004496675187617229, 0.004018903788218298, 0.0035500987189688808, 0.0030906896602973808, 0.0026528933108832635, 0.0022558666904053063, 0.0019187478342033541, 0.001653673771171541, 0.0014606314851679377, 0.0013260507887303422, 0.0012266183969766563, 0.0011377953759230085, 0.0010435371553298453, 0.0009420868239489564, 0.0008443560411448333, 0.0007657114375827887, 0.0007160504742323189, 0.0006940339415401727, 0.0006886348868648001, 0.0006866523445364205, 0.0006813795548512633, 0.0006771566692089251, 0.000687116243399928, 0.0007253987142394804, 0.00079819849446532, 0.0008985442990833221, 0.0010075308595971324, 0.0011011471812034928, 0.0011590009236468366, 0.001170734113800773, 0.0011378268977614864, 0.001071261849129918, 0.00098721184095139, 0.0009026810816224055, 0.0008317364228180178, 0.0007822167453592812, 0.0007533227571005387, 0.000735419409474783, 0.0007132472056876042, 0.0006720488368004219, 0.0006040408081993023, 0.0005120061000286151, 0.0004082915897937427, 0.00031009894112665515, 0.00023374523900558262, 0.00019043751646956563, 0.00018455389102719482, 0.00021387627158038567, 0.0002707051956397911, 0.00034324506606839495, 0.00041729255224045924, 0.00047843454467676866, 0.0005146256353751314, 0.0005185753268760739, 0.0004892112978004908, 0.00043168604741218087, 0.00035583680991989737, 0.0002735233012602216, 0.0001956784384159996, 0.00013002101829432506, 8.008628974060032e-05, 4.5646385205381254e-05, 2.403737944160975e-05, 1.1679774472069983e-05, 5.2309793259588725e-06, 2.15753235051198e-06, 8.189529926727437e-07, 2.859258720683874e-07, 9.178211109437814e-08, 2.7078919403341328e-08, 7.341155504951391e-09, 1.8284108751508421e-09, 4.183074110854196e-10, 8.789839763930906e-11, 1.6962616690560732e-11, 3.0060968369172453e-12, 4.892038079850263e-13, 7.310332256620381e-14, 1.0030727667895617e-14, 1.2637652166110828e-15, 1.4619477771659788e-16, 1.5528282203836506e-17, 1.5143873177864731e-18, 1.3560303079933756e-19, 1.1148549204162034e-20, 8.415541246286229e-22, 5.832558934436155e-23, 3.7114924119100125e-24, 2.1684509277737645e-25, 1.1632193300491408e-26, 5.72907049664328e-28, 2.590698818347363e-29, 1.0756218999745628e-30, 4.1002666300256326e-32, 1.4350735755960037e-33, 4.6115373591983503e-35, 1.3605882146322475e-36, 3.6856748913014985e-38, 9.166776449351556e-40, 2.0932712894997637e-41, 4.388778126299846e-43, 8.448331483679972e-45, 1.493163829085677e-46, 2.4229985763331616e-48, 3.6100068898962886e-50, 4.938238594629592e-52, 6.20219289873389e-54, 7.152001994711296e-56, 7.572148785371588e-58, 7.360711615417129e-60, 6.569459162677993e-62, 5.383299974715299e-64, 4.0502020792945373e-66, 2.797782511167297e-68, 1.7744360681688655e-70, 1.033274968116515e-72, 5.524342625467028e-75, 2.7117799761699207e-77, 1.2221863767987294e-79, 5.057426418048264e-82, 1.9214578073084239e-84, 6.702568746037542e-87, 2.1466480532609222e-89, 6.312328062525352e-92, 1.7042269223000403e-94, 4.2244913641360787e-97, 9.614585736466844e-100, 2.009073713291768e-102, 3.854520068717952e-105, 6.789751753528009e-108, 1.0981119699624326e-110, 1.6306039881554698e-113, 2.2231026671521636e-116, 2.7827851950303054e-119, 3.198224850931279e-122, 3.3747953947714974e-125, 3.2696031792270517e-128, 2.9083842968314353e-131, 2.375295686771664e-134, 1.7811180877983863e-137, 1.2262439929849894e-140, 7.751222734082733e-144, 4.4985513823480106e-147, 2.3970897724689106e-150, 1.1727489625483169e-153, 5.267868931302431e-157, 2.1725711550132003e-160, 8.226634497469584e-164, 2.860088952976339e-167, 9.129479622582773e-171, 2.6756028603396303e-174, 7.199567775538777e-178, 1.7786903227881594e-181, 4.0346271338587806e-185, 8.402637201914146e-189, 1.6067080332134467e-192, 2.820768612813793e-196, 4.546813123796952e-200, 6.729083108015576e-204, 9.143528529170281e-208, 1.1407248470665295e-211, 1.3066435331011567e-215, 1.374176414391036e-219, 1.3268963581042696e-223, 1.176361110931249e-227, 9.575323611174591e-232, 7.156083624800317e-236, 4.910282722351549e-240, 3.0934758850282725e-244, 1.7893533723523723e-248, 9.502866810167384e-253, 4.6336402581912274e-257, 2.0744316478463477e-261, 8.52678063887813e-266, 3.2179567015243337e-270, 1.1150245948311928e-274, 3.547299377395411e-279, 1.0361466786952504e-283, 7.779884883575984e-285, 2.719241459510217e-280, 8.729445671355202e-276, 2.572969893933854e-271, 6.96292773209602e-267, 1.730048250610461e-262, 3.9466961184832913e-258, 8.266435974208213e-254, 1.5896886338921622e-249, 2.8068226774820426e-245, 4.550163781991773e-241, 6.772487727434744e-237, 9.255045732039252e-233, 1.1612294898142366e-228, 1.3377245229017694e-224, 1.4148958267857748e-220, 1.3740147271248762e-216, 1.2250884758802849e-212, 1.0028885348070293e-208, 7.537841881195008e-205, 5.201762564051298e-201, 3.2958176212250345e-197, 1.917277443414533e-193, 1.0240375909454178e-189, 5.0217603179164714e-186, 2.261024179710628e-182, 9.3468135160426e-179, 3.5475709827477594e-175, 1.2362541283482664e-171, 3.955428703313721e-168, 1.1619528661025207e-164, 3.133953924806821e-161, 7.760788495862114e-158, 1.764526696035457e-154, 3.683492277882002e-151, 7.059930716365988e-148, 1.2423680076570488e-144, 2.007285856138606e-141, 2.9776752731102525e-138, 4.055595098446839e-135, 5.071553244879958e-132, 5.822862490706732e-129, 6.138202671594364e-126, 5.940938525894797e-123, 5.279320619806696e-120, 4.307350000718483e-117, 3.2266468240580467e-114, 2.2192276058590012e-111, 1.4013977158750326e-108, 8.1251260915511385e-106, 4.3252175687800923e-103, 2.1139511746908718e-100, 9.486174102939896e-98, 3.908376333988947e-95, 1.4784641682829981e-92, 5.134928220214258e-90, 1.6374464106157956e-87, 4.794120645037644e-85, 1.2887241505953793e-82, 3.1806810428267493e-80, 7.207579121404798e-78, 1.4995738608170995e-75, 2.864543683702644e-73, 5.0240295181868386e-71, 8.090177685105166e-69, 1.1961154023870351e-66, 1.6236680707724302e-64, 2.0236274548713374e-62, 2.31565054362263e-60, 2.4329020405165567e-58, 2.3468502028096443e-56, 2.0785250457822188e-54, 1.690185217794184e-52, 1.2618928542038347e-50, 8.650073703895915e-49, 5.444102328829308e-47, 3.145878145943319e-45, 1.6690396656193586e-43, 8.130187557525856e-42, 3.636165283158587e-40, 1.4931237803888324e-38, 5.629335770642611e-37, 1.948622172060094e-35, 6.193088281737492e-34, 1.807157676409783e-32, 4.841656426122863e-31, 1.19097058041504e-29, 2.689782999343607e-28, 5.577538797886022e-27, 1.0618840572633294e-25, 1.8561828082800586e-24, 2.9790208055745244e-23, 4.389706376414386e-22, 5.938907373580496e-21, 7.377118793557915e-20, 8.413489304366458e-19, 8.809974713625834e-18, 8.469978769497521e-17, 7.476513580380366e-16, 6.059336567492548e-15, 4.508791687444655e-14, 3.0803808175147923e-13, 1.9322254348362837e-12, 1.1128082173118799e-11, 5.884261952527452e-11, 2.8567538235245305e-10, 1.2733939476668656e-09, 5.211489778781743e-09, 1.958259058607803e-08, 6.755967364331338e-08, 2.1400015439322728e-07, 6.223716122273189e-07, 1.6618606660628295e-06, 4.074258565232575e-06, 9.170894777173843e-06, 1.8953262554856477e-05, 3.5963784941987406e-05, 6.265503112446079e-05, 0.00010022028952770022, 0.00014718532153767125, 0.00019846434435039816, 0.00024570253172047596, 0.0002792839087770617 ], "yaxis": "y" }, { "legendgroup": "Random", "marker": { "color": "gray" }, "mode": "lines", "name": "Random", "showlegend": false, "type": "scatter", "uid": "0820e64c-bce8-49f5-b1d1-aa49bf217126", "x": [ 0, 0.2, 0.4, 0.6, 0.8, 1, 1.2, 1.4, 1.6, 1.8, 2, 2.2, 2.4, 2.6, 2.8, 3, 3.2, 3.4, 3.6, 3.8, 4, 4.2, 4.4, 4.6, 4.8, 5, 5.2, 5.4, 5.6, 5.8, 6, 6.2, 6.4, 6.6, 6.8, 7, 7.2, 7.4, 7.6, 7.8, 8, 8.2, 8.4, 8.6, 8.8, 9, 9.2, 9.4, 9.6, 9.8, 10, 10.2, 10.4, 10.6, 10.8, 11, 11.2, 11.4, 11.6, 11.8, 12, 12.2, 12.4, 12.6, 12.8, 13, 13.2, 13.4, 13.6, 13.8, 14, 14.2, 14.4, 14.6, 14.8, 15, 15.2, 15.4, 15.6, 15.8, 16, 16.2, 16.4, 16.6, 16.8, 17, 17.2, 17.4, 17.6, 17.8, 18, 18.2, 18.4, 18.6, 18.8, 19, 19.2, 19.4, 19.6, 19.8, 20, 20.2, 20.4, 20.6, 20.8, 21, 21.2, 21.4, 21.6, 21.8, 22, 22.2, 22.4, 22.6, 22.8, 23, 23.2, 23.4, 23.6, 23.8, 24, 24.2, 24.4, 24.6, 24.8, 25, 25.2, 25.4, 25.6, 25.8, 26, 26.2, 26.4, 26.6, 26.8, 27, 27.2, 27.4, 27.6, 27.8, 28, 28.2, 28.4, 28.6, 28.8, 29, 29.2, 29.4, 29.6, 29.8, 30, 30.2, 30.4, 30.6, 30.8, 31, 31.2, 31.4, 31.6, 31.8, 32, 32.2, 32.4, 32.6, 32.8, 33, 33.2, 33.4, 33.6, 33.8, 34, 34.2, 34.4, 34.6, 34.8, 35, 35.2, 35.4, 35.6, 35.8, 36, 36.2, 36.4, 36.6, 36.8, 37, 37.2, 37.4, 37.6, 37.8, 38, 38.2, 38.4, 38.6, 38.8, 39, 39.2, 39.4, 39.6, 39.8, 40, 40.2, 40.4, 40.6, 40.8, 41, 41.2, 41.4, 41.6, 41.8, 42, 42.2, 42.4, 42.6, 42.8, 43, 43.2, 43.4, 43.6, 43.8, 44, 44.2, 44.4, 44.6, 44.8, 45, 45.2, 45.4, 45.6, 45.8, 46, 46.2, 46.4, 46.6, 46.8, 47, 47.2, 47.4, 47.6, 47.8, 48, 48.2, 48.4, 48.6, 48.8, 49, 49.2, 49.4, 49.6, 49.8, 50, 50.2, 50.4, 50.6, 50.8, 51, 51.2, 51.4, 51.6, 51.8, 52, 52.2, 52.4, 52.6, 52.8, 53, 53.2, 53.4, 53.6, 53.8, 54, 54.2, 54.4, 54.6, 54.8, 55, 55.2, 55.4, 55.6, 55.8, 56, 56.2, 56.4, 56.6, 56.8, 57, 57.2, 57.4, 57.6, 57.8, 58, 58.2, 58.4, 58.6, 58.8, 59, 59.2, 59.4, 59.6, 59.8, 60, 60.2, 60.4, 60.6, 60.8, 61, 61.2, 61.4, 61.6, 61.8, 62, 62.2, 62.4, 62.6, 62.8, 63, 63.2, 63.4, 63.6, 63.8, 64, 64.2, 64.4, 64.6, 64.8, 65, 65.2, 65.4, 65.6, 65.8, 66, 66.2, 66.4, 66.6, 66.8, 67, 67.2, 67.4, 67.6, 67.8, 68, 68.2, 68.4, 68.6, 68.8, 69, 69.2, 69.4, 69.6, 69.8, 70, 70.2, 70.4, 70.6, 70.8, 71, 71.2, 71.4, 71.6, 71.8, 72, 72.2, 72.4, 72.6, 72.8, 73, 73.2, 73.4, 73.6, 73.8, 74, 74.2, 74.4, 74.6, 74.8, 75, 75.2, 75.4, 75.6, 75.8, 76, 76.2, 76.4, 76.6, 76.8, 77, 77.2, 77.4, 77.6, 77.8, 78, 78.2, 78.4, 78.6, 78.8, 79, 79.2, 79.4, 79.6, 79.8, 80, 80.2, 80.4, 80.6, 80.8, 81, 81.2, 81.4, 81.6, 81.8, 82, 82.2, 82.4, 82.6, 82.8, 83, 83.2, 83.4, 83.6, 83.8, 84, 84.2, 84.4, 84.6, 84.8, 85, 85.2, 85.4, 85.6, 85.8, 86, 86.2, 86.4, 86.6, 86.8, 87, 87.2, 87.4, 87.6, 87.8, 88, 88.2, 88.4, 88.6, 88.8, 89, 89.2, 89.4, 89.6, 89.8, 90, 90.2, 90.4, 90.6, 90.8, 91, 91.2, 91.4, 91.6, 91.8, 92, 92.2, 92.4, 92.6, 92.8, 93, 93.2, 93.4, 93.6, 93.8, 94, 94.2, 94.4, 94.6, 94.8, 95, 95.2, 95.4, 95.6, 95.8, 96, 96.2, 96.4, 96.6, 96.8, 97, 97.2, 97.4, 97.6, 97.8, 98, 98.2, 98.4, 98.6, 98.8, 99, 99.2, 99.4, 99.6, 99.8 ], "xaxis": "x", "y": [ 0.00029535617697592137, 0.0002826848796131504, 0.00024784042406220385, 0.0001990465939549349, 0.0001464368573840094, 9.868680584299368e-05, 6.0922936432122746e-05, 3.4452092594483704e-05, 1.7846926148802748e-05, 8.468847061690554e-06, 3.6812744477016287e-06, 1.4658351963758887e-06, 5.346691633536718e-07, 1.786480054501153e-07, 5.467946405667741e-08, 1.533074885856692e-08, 3.937454354220712e-09, 9.263620130991583e-10, 1.9964525203613983e-10, 3.941397869120407e-11, 7.127785329798914e-12, 1.1807881556499386e-12, 1.791853121682498e-13, 2.4908402209813226e-14, 3.1717750238027972e-15, 3.6997461142596266e-16, 3.9532521271546997e-17, 3.8694580849474995e-18, 3.4694355379716653e-19, 2.849577950126349e-20, 2.1439532110434573e-21, 1.4776211801027345e-22, 9.328760743513566e-24, 5.395079450847816e-25, 2.8581484201553463e-26, 1.3870264817119021e-27, 6.165918373999924e-29, 2.5108677127370272e-30, 9.366189404451313e-32, 3.2004797408358516e-33, 1.0017982570149784e-34, 2.8724898568888627e-36, 7.544835558385615e-38, 1.8153237778799525e-39, 4.0010267651880343e-41, 8.077963003071171e-43, 1.4939817960119553e-44, 2.531056234672942e-46, 3.927998708164816e-48, 5.584976644932322e-50, 1.454385421653172e-51, 5.584976644932322e-50, 3.927998708164816e-48, 2.531056234672942e-46, 1.4939817960119553e-44, 8.077963003071171e-43, 4.0010267651880343e-41, 1.8153237778799525e-39, 7.544835558385615e-38, 2.8724898568888627e-36, 1.0017982570149784e-34, 3.200479740835806e-33, 9.366189404451313e-32, 2.5108677127370272e-30, 6.16591837400001e-29, 1.3870264817119021e-27, 2.8581484201553056e-26, 5.395079450847816e-25, 9.328760743513566e-24, 1.477621180102745e-22, 2.1439532110434573e-21, 2.849577950126308e-20, 3.4694355379716653e-19, 3.8694580849474995e-18, 3.953252127154742e-17, 3.6997461142596266e-16, 3.1717750238027633e-15, 2.4908402209813226e-14, 1.791853121682498e-13, 1.1807881556499473e-12, 7.127785329798914e-12, 3.941397869120379e-11, 1.9964525203613735e-10, 9.263620130991665e-10, 3.93745435422074e-09, 1.533074885856692e-08, 5.467946405667712e-08, 1.7864800545011401e-07, 5.346691633536762e-07, 1.4658351963758952e-06, 3.6812744477016287e-06, 8.468847061690527e-06, 1.784692614880267e-05, 3.4452092594483826e-05, 6.092293643212286e-05, 9.868680584299368e-05, 0.00014643685738400923, 0.00019904659395493453, 0.0002478404240622042, 0.0002826848796131505, 0.00029535617697592137, 0.0002826848796131505, 0.0002478404240622042, 0.00019904659395493453, 0.00014643685738400923, 9.868680584299368e-05, 6.092293643212286e-05, 3.4452092594483826e-05, 1.784692614880267e-05, 8.468847061690527e-06, 3.6812744477016287e-06, 1.4658351963758952e-06, 5.346691633536762e-07, 1.7864800545011401e-07, 5.467946405667712e-08, 1.533074885856692e-08, 3.93745435422074e-09, 9.263620130991665e-10, 1.9964525203613735e-10, 3.941397869120379e-11, 7.127785329798914e-12, 1.1807881556499473e-12, 1.7918531216825298e-13, 2.4908402209812696e-14, 3.1717750238027633e-15, 3.6997461142596266e-16, 3.953252127154742e-17, 3.869458084947583e-18, 3.4694355379717905e-19, 2.849577950182921e-20, 2.1439532257827628e-21, 1.4776246953454168e-22, 9.33644048570239e-24, 6.9319985691889325e-25, 2.8461106987455958e-24, 4.731639150465517e-23, 7.278508989798715e-22, 1.0256493975132601e-20, 1.323940644632019e-19, 1.5654930496870073e-18, 1.6956913911787588e-17, 1.6825017692025578e-16, 1.5292457654667267e-15, 1.273245313695671e-14, 9.710909995877861e-14, 6.784546357680374e-13, 4.3420492220629684e-12, 2.54555047657027e-11, 1.367041588082145e-10, 6.725038628372107e-10, 3.030546013663387e-09, 1.2510078196727856e-08, 4.730556229232284e-08, 1.6386169257769477e-07, 5.199429653650602e-07, 1.5112872545472834e-06, 4.023938879514214e-06, 9.81451343911169e-06, 2.1928009735189777e-05, 4.487895123225218e-05, 8.413936427041811e-05, 0.00014450031576565076, 0.00022732720349909682, 0.00032760239537655606, 0.0004324697984397094, 0.000522970991158198, 0.0005793122425578065, 0.0005878437827433631, 0.0005464228204597047, 0.00046529543497647304, 0.0003630181636639326, 0.00025966616613467213, 0.00017077839970815398, 0.00010454021771990004, 6.255854597986392e-05, 4.279551740515804e-05, 4.268913218349048e-05, 6.105064040687385e-05, 9.829666134201974e-05, 0.00015538347089527418, 0.00023223942838221143, 0.0003265103303935572, 0.00043309641432658465, 0.0005444828320687576, 0.0006516103948809474, 0.0007451925212978347, 0.0008176486560243036, 0.0008656011976697131, 0.0008920470437004574, 0.0009066343972203398, 0.0009229724603018672, 0.0009536532303153196, 0.0010054233688745222, 0.0010771751186255613, 0.001161756763286499, 0.001250216192052038, 0.0013357244593405827, 0.0014149912688294056, 0.0014869411304390299, 0.0015502753806036277, 0.001602023235325285, 0.0016381816528156185, 0.0016561041549990653, 0.0016575595439094616, 0.0016514779380010624, 0.001655538224814979, 0.0016954166794403414, 0.0018003751120197725, 0.0019950649541326916, 0.0022899544310143335, 0.0026748842284742822, 0.0031197928279448075, 0.003583248117361046, 0.0040251471801408525, 0.004417834010211321, 0.004751515707911218, 0.005034011068897259, 0.00528835855563243, 0.005551967362681502, 0.005877815164535891, 0.006334349574824881, 0.0069993688114898586, 0.007945464337295097, 0.009219418647703384, 0.01082289048656453, 0.012704449940184472, 0.014771655327109013, 0.01692541073829309, 0.019108468521702535, 0.021349930096630575, 0.023784283712981105, 0.02663165441717038, 0.030144303145611694, 0.034543975694507706, 0.039982434005115454, 0.046545278328719665, 0.054291935907836396, 0.06329978622772892, 0.0736758230380145, 0.08551930440595142, 0.09884979835361697, 0.11353570727424747, 0.1292564992556536, 0.14551222370230468, 0.1616719445142257, 0.17704139326090854, 0.19093132699437876, 0.20271492851815176, 0.21186816933209043, 0.2179905138354082, 0.22080833062218055, 0.22017109823489792, 0.21605539727779977, 0.2085859029894439, 0.19806585504127225, 0.18499323436360274, 0.1700377360584965, 0.15397136507836584, 0.13757034952822186, 0.12152070879837697, 0.10635551152135989, 0.09243380379518722, 0.07995235890775353, 0.06897265256559194, 0.05944934634643044, 0.05125711093331682, 0.04422024453388103, 0.03814817981545363, 0.03287175096101046, 0.028268291830904964, 0.024265329280461656, 0.02082263403737441, 0.017903784300427775, 0.015453413537757518, 0.013391932390647709, 0.011628853321291032, 0.010085512819239554, 0.008713826176106674, 0.007501411625527477, 0.00646177770464508, 0.00561569794162007, 0.0049725279384693795, 0.004518210836490804, 0.0042129201594756725, 0.0039980387993443995, 0.003809771029280401, 0.0035947232639860615, 0.0033218863155226844, 0.0029868262733264914, 0.002607447738123713, 0.0022143788468869277, 0.0018405212273017151, 0.0015131261065801534, 0.0012494529693756451, 0.0010555177778159266, 0.000927197297749051, 0.0008532058412535138, 0.0008192533784371148, 0.0008120323089273431, 0.0008214226814658588, 0.0008401475789953272, 0.0008617170174419535, 0.0008786582158310302, 0.0008827284570586075, 0.000867225873327599, 0.0008299353322719995, 0.0007748722879276728, 0.0007118472425232898, 0.0006539870530290347, 0.0006139144877584285, 0.0005994656812466715, 0.0006102009606825392, 0.0006364418534472674, 0.0006622209237491209, 0.0006717573519520232, 0.0006566987367055509, 0.0006202793017703357, 0.0005759680360944944, 0.0005413737598575431, 0.0005308780843666074, 0.00055078208918503, 0.0005986860218801387, 0.0006661399987350817, 0.0007422463742165946, 0.0008164365235306214, 0.0008800885163285315, 0.000927539598066905, 0.0009567787471026983, 0.000969318737865754, 0.0009685636918199798, 0.0009568880014478304, 0.0009329684498053623, 0.0008913893189332572, 0.0008254125352179069, 0.0007316489335145056, 0.0006138056079777265, 0.00048306388053451975, 0.0003547910668249192, 0.0002435836222709631, 0.00015939352192182775, 0.00010634745764691983, 8.392254057335015e-05, 8.885725240964469e-05, 0.00011625986640788794, 0.00015948902529185034, 0.00020960671699967763, 0.0002556996897512277, 0.00028681316066572315, 0.00029501208773976504, 0.0002780496385252008, 0.00024007890836704861, 0.00018989295334463657, 0.00013758768800613692, 9.131962852456391e-05, 5.552159906262982e-05, 3.092237912331443e-05, 1.5775999933717398e-05, 7.372825221180479e-06, 3.156341792894755e-06, 1.2377905310716777e-06, 4.446551525841669e-07, 1.4632298262045348e-07, 4.4107739791653344e-08, 1.2179518104474313e-08, 3.08076413353506e-09, 7.138382849729303e-10, 1.5151452419703324e-10, 2.945925358836238e-11, 5.246893561651975e-12, 8.560434572108117e-13, 1.2793884129662996e-13, 1.7515480539327506e-14, 2.1966190371231165e-15, 2.5234835166022345e-16, 2.6555791133774516e-17, 2.5599475004297887e-18, 2.260559363432441e-19, 1.8285793732522402e-20, 1.3549546493423693e-21, 9.197054187104225e-23, 5.718548039077152e-24, 3.2571356429047183e-25, 1.699413089872657e-26, 8.122226868221674e-28, 3.5560209877571035e-29, 1.4261544384901624e-30, 5.239403465329012e-32, 1.7632348901400022e-33, 5.435650709502913e-35, 1.534991429491629e-36, 3.9707579232188816e-38, 9.409226219896335e-40, 2.0424312740733867e-41, 4.061196809556373e-43, 7.397307350976192e-45, 1.234259087866046e-46, 1.88647930992739e-48, 2.6412578570443053e-50, 3.387525712190907e-52, 3.9798567585433893e-54, 4.28317013090301e-56, 4.222564108299788e-58, 3.813293395751205e-60, 3.154548678261885e-62, 2.390491965614755e-64, 1.659397326604222e-66, 1.055179940705081e-68, 6.146327674905054e-71, 3.2795777836789985e-73, 1.60299882695545e-75, 7.177306885427627e-78, 2.9437631898577274e-80, 1.1060054510920229e-82, 3.8064901234785145e-85, 1.2000661611070623e-87, 3.465761837433418e-90, 9.168647654903458e-93, 2.2219019714712475e-95, 4.9323915830814184e-98, 1.0030053381657986e-100, 1.8683661209058798e-103, 3.1881134360119807e-106, 4.983317870260359e-109, 7.135405777304203e-112, 3.922746598283589e-114, 2.2427406693098317e-111, 1.5426135955056218e-108, 9.719602660103597e-106, 5.609871463770167e-103, 2.9659945777203617e-100, 1.436484147519866e-97, 6.373006557221085e-95, 2.590006987627053e-92, 9.642075970359874e-90, 3.288161991710576e-87, 1.0271855557063047e-84, 2.939392929852701e-82, 7.705120402300841e-80, 1.850181169564684e-77, 4.0696974718341704e-75, 8.200173455388963e-73, 1.5135507733322737e-70, 2.5590807645348846e-68, 3.963547190383875e-66, 5.6233759213797354e-64, 7.308415725098577e-62, 8.700864644308772e-60, 9.488872792243654e-58, 9.479378822720647e-56, 8.674774151898468e-54, 7.27192710826586e-52, 5.584109167517528e-50, 3.9279986133715296e-48, 2.5310562346632018e-46, 1.4939817960118269e-44, 8.077963003071171e-43, 4.001026765188318e-41, 1.8153237778801587e-39, 7.544835558384972e-38, 2.8724898568886994e-36, 1.0017982570149784e-34, 3.200479740835988e-33, 9.366189404452112e-32, 2.5108677127367953e-30, 6.165918373999616e-29, 1.3870264817119021e-27, 2.8581484201554473e-26, 5.395079450848236e-25, 9.328760743512903e-24, 1.4776211801026823e-22, 2.1439532110434573e-21, 2.84957795012643e-20, 3.4694355379718622e-19, 3.8694580849472515e-18, 3.953252127154588e-17, 3.6997461142596266e-16, 3.1717750238028986e-15, 2.4908402209814555e-14, 1.7918531216824023e-13, 1.1807881556499136e-12, 7.127785329798914e-12, 3.941397869120491e-11, 1.9964525203614873e-10, 9.263620130991188e-10, 3.937454354220643e-09, 1.533074885856692e-08, 5.467946405667818e-08, 1.7864800545012116e-07, 5.346691633536557e-07, 1.4658351963758692e-06, 3.6812744477016287e-06, 8.468847061690647e-06, 1.7846926148803114e-05, 3.4452092594483074e-05, 6.092293643212228e-05, 9.868680584299368e-05, 0.00014643685738401012, 0.0001990465939549364, 0.00024784042406220266, 0.00028268487961315 ], "yaxis": "y" } ], "layout": { "barmode": "overlay", "hovermode": "closest", "legend": { "traceorder": "reversed" }, "xaxis": { "anchor": "y2", "domain": [ 0, 1 ], "zeroline": false }, "yaxis": { "anchor": "free", "domain": [ 0, 1 ], "position": 0 } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# our implementation does not allow to control the size of distribution plot\n", "plotResult(win_change, win_nochange, win_rand, games, plot='dist', output='fig')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that if you put a mouse cursor over a figure generated by Plotly, values of data are displayed so we can retrieve accurate result of, say, outliers instanteneously without doing additional manipulations with data. Legend located in the top right position of a Plotly figure is also clickable. You may choose which data you would like to see. By clicking once on the label, the data it is connected with will vanish and will be displayed again only when you click that label one more time." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the figures above one can see that the most profitable strategy in our game is to change the initial door choice. Such a strategy gives 66.6% to win when we play sufficient number of consecutive rounds while, if we do not change our initial choice, winning percentage is tending to 33.3. We have also demonstrated that if our final choice between two doors is made based on the outcome of an unbiased coin, then there is 50% chance to win. The latter result is trivial but it is nice to see it in our figures as well." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's demonstrate an example of JSON object under a Plotly visualization to get a flavor of how it works." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Figure({\n", " 'data': [{'line': {'color': '#33CFA5'},\n", " 'name': 'Change',\n", " 'type': 'scatter',\n", " 'uid': '4c335236-fa18-44fe-81eb-c762787d46cb',\n", " 'x': [1, 2, 3, ..., 1998, 1999, 2000],\n", " 'y': [100.0, 0.0, 66.66666666666666, ..., 66.16616616616616,\n", " 63.83191595797899, 66.14999999999999]},\n", " {'line': {'color': 'gray'},\n", " 'name': 'Random',\n", " 'type': 'scatter',\n", " 'uid': 'de6cf2ed-108c-4d08-bd89-5f84023acdf3',\n", " 'x': [1, 2, 3, ..., 1998, 1999, 2000],\n", " 'y': [0.0, 100.0, 66.66666666666666, ..., 51.551551551551555,\n", " 50.42521260630315, 51.65]},\n", " {'line': {'color': '#F06A6A'},\n", " 'name': 'No Change',\n", " 'type': 'scatter',\n", " 'uid': '35ecee9c-c861-4aea-9725-065e498b78f9',\n", " 'x': [1, 2, 3, ..., 1998, 1999, 2000],\n", " 'y': [0.0, 100.0, 33.33333333333333, ..., 33.83383383383383,\n", " 36.16808404202101, 33.85]}],\n", " 'layout': {'autosize': False,\n", " 'height': 300,\n", " 'title': '',\n", " 'width': 700,\n", " 'xaxis': {'gridwidth': 2, 'ticklen': 5, 'title': '№ Game', 'zeroline': False},\n", " 'yaxis': {'gridwidth': 2, 'ticklen': 5, 'title': '% Win'}}\n", "})" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotResult(win_change, win_nochange, win_rand, \n", " games, plot='line', output='json')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As one can see, there is a JSON object under the visualization. It is possible to operate with such an object similar to dictionary data structure by changing the values of keywords within the object. For instance, note that layout has a height equal to 300. Let's change it to 700. This can be done as follows." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "#33CFA5" }, "name": "Change", "type": "scatter", "uid": "66ce2ff8-0d63-4aec-9910-9b8d8416ab5d", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "line": { "color": "gray" }, "name": "Random", "type": "scatter", "uid": "3040be62-c969-4125-a777-111421d03ad6", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ] }, { "line": { "color": "#F06A6A" }, "name": "No Change", "type": "scatter", "uid": "555b479a-9241-4705-8cd5-c5d53289df5f", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1135, 1136, 1137, 1138, 1139, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1150, 1151, 1152, 1153, 1154, 1155, 1156, 1157, 1158, 1159, 1160, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223, 1224, 1225, 1226, 1227, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1269, 1270, 1271, 1272, 1273, 1274, 1275, 1276, 1277, 1278, 1279, 1280, 1281, 1282, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1292, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 1334, 1335, 1336, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1347, 1348, 1349, 1350, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436, 1437, 1438, 1439, 1440, 1441, 1442, 1443, 1444, 1445, 1446, 1447, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1455, 1456, 1457, 1458, 1459, 1460, 1461, 1462, 1463, 1464, 1465, 1466, 1467, 1468, 1469, 1470, 1471, 1472, 1473, 1474, 1475, 1476, 1477, 1478, 1479, 1480, 1481, 1482, 1483, 1484, 1485, 1486, 1487, 1488, 1489, 1490, 1491, 1492, 1493, 1494, 1495, 1496, 1497, 1498, 1499, 1500, 1501, 1502, 1503, 1504, 1505, 1506, 1507, 1508, 1509, 1510, 1511, 1512, 1513, 1514, 1515, 1516, 1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000 ], "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ] } ], "layout": { "autosize": false, "height": 700, "title": "", "width": 700, "xaxis": { "gridwidth": 2, "ticklen": 5, "title": "№ Game", "zeroline": false }, "yaxis": { "gridwidth": 2, "ticklen": 5, "title": "% Win" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "json_demonstration = plotResult(win_change, win_nochange, win_rand, games, plot='line', output='json')\n", "json_demonstration['layout']['height'] = 700\n", "iplot(json_demonstration)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Such a way to modify Plotly plot is convenient and time-consuming, especially, when plot incorporates much more parameters than presented here in our tutorial. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we consider Contour plot which allows us to see the distribution of our variables in form of histogram and how they depend on each other. After, 3D Clustering figure is illustrated showing a cluster of all three strategies results. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 3.2 Contour and 3D Clustering plots" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** Contour plot**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start by building **contour_plot** function for our purposes." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def contour_plot(x, y, game=None, colorscale = 'Jet', name_x='X', name_y='Y', height=600, width=600, bargap = 0):\n", "\n", " \"\"\"\n", " \n", " Creates a contour plot by using Plotly library\n", " \n", " x: list\n", " - related to a strategy when a random choice is made when two choices left\n", " \n", " y: list\n", " - related to a strategy when initial door choice remains unchanged\n", " \n", " game: list\n", " - contains number of rounds per game. The same number corresponds to № of game. \n", " For instance, number 5 in the list means that this is game number 5 with length of 5 consecutive rounds.\n", " If not used, then x and y control the game rounds of interest\n", " \n", " colorscale: str\n", " - colorbar on the right of a figure\n", " \n", " name_x: str\n", " - name of a strategy on horizontal axis. It is 'X' by default\n", " \n", " name_y: str\n", " - name of a strategy on vertical axis. It is 'Y' by default\n", " \n", " height: number\n", " - controls the height of figure\n", " \n", " width: number\n", " - controls the width of figure\n", " \n", " bargap: int or float\n", " - gaps between bars. Parameter takes values from 0 to 1\n", " \n", " \"\"\"\n", " \n", " \n", " if type(game) == list:\n", " x = x[:game[-1]]\n", " y = y[:game[-1]]\n", " else:\n", " x = x\n", " y = y \n", " \n", " data = [\n", " go.Histogram2dContour(\n", " x = x,\n", " y = y,\n", " colorscale = colorscale,\n", " reversescale = True,\n", " xaxis = 'x',\n", " yaxis = 'y'\n", " ),\n", " go.Scatter(\n", " x = x,\n", " y = y,\n", " name = '(' + name_x + ',' + name_y + ')',\n", " xaxis = 'x',\n", " yaxis = 'y',\n", " mode = 'markers',\n", " marker = dict(\n", " color = 'rgba(0,0,0,0.3)',\n", " size = 3\n", " )\n", " ),\n", " go.Histogram(\n", " y = y,\n", " name = name_y,\n", " xaxis = 'x2',\n", " marker = dict(\n", " color = 'rgba(0,0,0,1)'\n", " )\n", " ),\n", " go.Histogram(\n", " x = x,\n", " name = name_x,\n", " yaxis = 'y2',\n", " marker = dict(\n", " color = 'rgba(0,0,0,1)'\n", " )\n", " )\n", " ]\n", "\n", " layout = go.Layout(\n", " autosize = False,\n", " xaxis = dict(\n", " zeroline = False,\n", " domain = [0,0.85],\n", " showgrid = False\n", " ),\n", " yaxis = dict(\n", " zeroline = False,\n", " domain = [0,0.85],\n", " showgrid = False\n", " ),\n", " xaxis2 = dict(\n", " zeroline = False,\n", " domain = [0.85,1],\n", " showgrid = False\n", " ),\n", " yaxis2 = dict(\n", " zeroline = False,\n", " domain = [0.85,1],\n", " showgrid = False\n", " ),\n", " height = height,\n", " width = width,\n", " bargap = bargap,\n", " hovermode = 'closest',\n", " showlegend = False\n", " )\n", "\n", " fig = go.Figure(data=data,layout=layout)\n", " return iplot(fig)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we did previously while creating ** plotResult**, within **contour_plot ** we combine `go.Histogram2dContour`, `go.Scatter` and two `go.Histogram` to the list and assign the latter to `data` variable. Later this `data` list is injected to `go.Figure`. The latter is used as an argument for `iplot` to show the figure. \n", "\n", "We also use `go.Layout` here to specify parameters of our plot. In particular, we need to specify domains of our graph objects such as `go.Histogram2dContour`, `go.Scatter` and `go.Histogram` in order to obtain a nice figure without overlapping of different parts. Besides, in `go.Layout` we use `zeroline=False` not to show zero level on vertical and horizontal axises. This information would be redundant but you may set it as `True` to see how it works. The same with `showgrid` which is responsible for showing a grid. \n", "\n", "In the very end of `go.Layout`, we specify several more parameters such as **height**, **width**, **bargap**, **hovermode** and **showlegend**:\n", "\n", "- **height**: controls height of our figure (input parameter of **contour_plot**)\n", "- **width** controls width of our figure (input parameter)\n", "- **bargap**: responsible for gaps in distribution bars, if `bargap=0`, then it plots histogram, increasing **bargap** makes it look like a barplot. Note **bargap** can take values in-between 0 and 1 (input parameter)\n", "- **hovermode** determines the mode of hover interactions\n", "- **showlegend**: determines whether to show a legend \n", "\n", "Now, when we understand better how **contour_plot** works, let's use it to demonstrate several illustrations related to our Monty Hall problem." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Create a copy of a list\n", "games = list_N.copy()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "colorscale": "Jet", "reversescale": true, "type": "histogram2dcontour", "uid": "43eeee08-f71f-45a8-8b08-a1ad13019662", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "xaxis": "x", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,0.3)", "size": 3 }, "mode": "markers", "name": "(Change,No change)", "type": "scatter", "uid": "dbdc467b-4bd9-462d-b2a5-14db540f189e", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "xaxis": "x", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "No change", "type": "histogram", "uid": "765ab42f-b9a6-4a06-bf46-b34f64f50039", "xaxis": "x2", "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ] }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "Change", "type": "histogram", "uid": "53339645-4170-46a7-b0b9-d8c550c68fbc", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "yaxis": "y2" } ], "layout": { "autosize": false, "bargap": 0, "height": 600, "hovermode": "closest", "showlegend": false, "width": 600, "xaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "xaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false }, "yaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "yaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "contour_plot(win_change, win_nochange, games[:200], name_x='Change', name_y='No change')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "colorscale": "Jet", "reversescale": true, "type": "histogram2dcontour", "uid": "b89aad8e-dcdf-41e4-9757-c2438bd4e898", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "xaxis": "x", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,0.3)", "size": 3 }, "mode": "markers", "name": "(Change,Random)", "type": "scatter", "uid": "7c77f132-7c43-46f8-adb9-0f801be12296", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "xaxis": "x", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "Random", "type": "histogram", "uid": "723874e5-c4d9-41df-ab1a-1be487a382f8", "xaxis": "x2", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ] }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "Change", "type": "histogram", "uid": "33aff9a7-cb65-4eeb-843c-30b383afb1bd", "x": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5 ], "yaxis": "y2" } ], "layout": { "autosize": false, "bargap": 0, "height": 600, "hovermode": "closest", "showlegend": false, "width": 600, "xaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "xaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false }, "yaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "yaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "contour_plot(win_change, win_rand, games[:200], name_x='Change', name_y='Random')" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "colorscale": "Jet", "reversescale": true, "type": "histogram2dcontour", "uid": "bd4574d2-aeda-44f6-9616-48952bdd1348", "x": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ], "xaxis": "x", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,0.3)", "size": 3 }, "mode": "markers", "name": "(No change,Random)", "type": "scatter", "uid": "42b3d2ab-0819-418d-92e2-305c748d143d", "x": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ], "xaxis": "x", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ], "yaxis": "y" }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "Random", "type": "histogram", "uid": "692af4b7-8f6a-4c8b-967b-1576f7d32fd8", "xaxis": "x2", "y": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5 ] }, { "marker": { "color": "rgba(0,0,0,1)" }, "name": "No change", "type": "histogram", "uid": "44164695-edef-4da5-942c-ae705d52e0b8", "x": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5 ], "yaxis": "y2" } ], "layout": { "autosize": false, "bargap": 0, "height": 600, "hovermode": "closest", "showlegend": false, "width": 600, "xaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "xaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false }, "yaxis": { "domain": [ 0, 0.85 ], "showgrid": false, "zeroline": false }, "yaxis2": { "domain": [ 0.85, 1 ], "showgrid": false, "zeroline": false } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "contour_plot(win_nochange, win_rand, games[:200], name_x='No change', name_y='Random')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Do not forget that Plotly plots interactive figures. You may zoom in or out, use autoscale, use box select option to focus on the region of your interest as well as several other options which are available for figure investigation. It is possible to retrive coordinates of points by using Plotly interactive illustrations which is very convenient to collect an information about a particular point and get to know how it fits into the whole picture." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Such contour plots let us see where datapoints of two strategies, used as ** contour_plot** arguments, are concentrated. A datapoint of one strategy represents a coordinate of one axis, say, vertical one, while a datapoint of the other strategy a coordinate of the horizontal axis. Both of datapoints correspond to the same № game in order to be correctly mapped on the plane. We may see a correlation of strategies as well as the center of their clustering marked as dark blue when `colorscale = 'Jet'` is used." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The clustering may also be depicted in one 3D figure. This is what we do by the next and last function of our tutorial." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** 3D point clustering **" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To conclude our visual investigation, let's plot 3D point clustering figure. This is done with **clustering ** function preseted below which uses similar methods described above and, therefore, we are not going to cover it in details. This function shows how win percentage make a 3D cluster with the center at about\n", "\n", "\n", "
$(random, nochange, change) = (50, 33, 66) $
\n", "\n", " \n", "while modelling quite a large number of games, say, 2000. Recall one more time that a game number also represents the number of rounds within the game. So, if game number is 50, this means that there are 50 consecutive rounds in the game, then we calculate % of wins in this 50 rounds and assign the value to game №50." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": true, "scrolled": false }, "outputs": [], "source": [ "def clustering(game, x, y, z):\n", "\n", " \"\"\"\n", " \n", " Creates a 3D clustering figure by using Plotly library\n", " \n", " game: list\n", " - contains number of rounds per game. The same number corresponds to № of game. \n", " For instance, number 5 in the list means that this is game number 5 with length of 5 consecutive rounds\n", " x: list\n", " - related to a strategy when a random choice is made when two choices left\n", " y: list\n", " - related to a strategy when initial door choice remains unchanged\n", " z: list \n", " - related to a strategy when initial door choice is changed\n", " \n", " \n", " \"\"\"\n", " \n", " x = x[:game[-1]]\n", " y = y[:game[-1]]\n", " z = z[:game[-1]]\n", " \n", " df = pd.DataFrame(data={'Random': x,\n", " 'No change': y,\n", " 'Change': z})\n", "\n", " scatter = dict(mode = \"markers\",\n", " name = \"A\",\n", " type = \"scatter3d\", \n", " x = df['Random'], \n", " y = df['No change'], \n", " z = df['Change'],\n", " marker = dict(size=2, \n", " color=\"rgb(23, 190, 207)\" ))\n", "\n", " clusters = dict(alphahull = 7,\n", " opacity = 0.1,\n", " type = \"mesh3d\", \n", " x = df['Random'], \n", " y = df['No change'], \n", " z = df['Change'])\n", "\n", " layout = dict(title = '3D clustering',\n", " scene = dict(xaxis = dict(title='Random (x)'),\n", " yaxis = dict(title='No change (y)'),\n", " zaxis = dict(title='Change (z)')))\n", "\n", " fig = dict(data=[scatter, clusters], layout=layout )\n", " return iplot(fig)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": true }, "outputs": [], "source": [ "game = list_N.copy()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "marker": { "color": "rgb(23, 190, 207)", "size": 2 }, "mode": "markers", "name": "A", "type": "scatter3d", "uid": "cb2c72cb-ebfb-4704-b7c5-c09bfec4b44d", "x": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ], "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ], "z": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] }, { "alphahull": 7, "opacity": 0.1, "type": "mesh3d", "uid": "c634e8c3-e6c1-48d0-88ea-15cb7038e746", "x": [ 0, 100, 66.66666666666666, 50, 40, 66.66666666666666, 42.857142857142854, 37.5, 33.33333333333333, 20, 45.45454545454545, 50, 61.53846153846154, 42.857142857142854, 46.666666666666664, 43.75, 47.05882352941176, 44.44444444444444, 42.10526315789473, 65, 57.14285714285714, 50, 69.56521739130434, 50, 52, 65.38461538461539, 44.44444444444444, 64.28571428571429, 55.172413793103445, 36.666666666666664, 58.06451612903226, 50, 60.60606060606061, 52.94117647058824, 54.285714285714285, 33.33333333333333, 56.75675675675676, 50, 41.02564102564102, 57.49999999999999, 65.85365853658537, 54.761904761904766, 62.7906976744186, 47.72727272727273, 57.77777777777777, 54.347826086956516, 42.5531914893617, 56.25, 46.93877551020408, 56.00000000000001, 60.78431372549019, 44.230769230769226, 43.39622641509434, 44.44444444444444, 43.63636363636363, 46.42857142857143, 43.859649122807014, 56.896551724137936, 38.983050847457626, 56.666666666666664, 49.18032786885246, 62.903225806451616, 46.03174603174603, 51.5625, 55.38461538461539, 51.515151515151516, 44.776119402985074, 50, 39.130434782608695, 52.85714285714286, 46.478873239436616, 40.27777777777778, 46.57534246575342, 55.4054054054054, 52, 46.05263157894737, 51.94805194805194, 38.46153846153847, 51.89873417721519, 37.5, 49.382716049382715, 42.68292682926829, 46.98795180722892, 50, 44.70588235294118, 54.65116279069767, 49.42528735632184, 53.40909090909091, 53.93258426966292, 45.55555555555556, 56.043956043956044, 55.434782608695656, 52.68817204301075, 53.191489361702125, 50.526315789473685, 55.208333333333336, 59.79381443298969, 52.04081632653062, 53.535353535353536, 53, 58.415841584158414, 50.98039215686274, 50.48543689320388, 52.88461538461539, 51.42857142857142, 49.056603773584904, 42.05607476635514, 59.25925925925925, 55.04587155963303, 54.54545454545454, 46.846846846846844, 51.78571428571429, 54.86725663716814, 51.75438596491229, 54.78260869565217, 45.689655172413794, 51.28205128205128, 53.38983050847458, 54.621848739495796, 48.333333333333336, 48.760330578512395, 54.91803278688525, 51.21951219512195, 53.2258064516129, 48.8, 57.14285714285714, 51.96850393700787, 51.5625, 40.310077519379846, 48.46153846153846, 51.14503816793893, 49.24242424242424, 53.383458646616546, 45.52238805970149, 52.59259259259259, 52.20588235294118, 57.66423357664233, 45.65217391304348, 46.043165467625904, 47.14285714285714, 46.808510638297875, 57.04225352112676, 53.14685314685315, 43.05555555555556, 49.6551724137931, 50.68493150684932, 51.02040816326531, 51.35135135135135, 57.04697986577181, 48, 49.00662251655629, 48.68421052631579, 51.633986928104584, 39.61038961038961, 56.12903225806451, 46.15384615384615, 42.675159235668794, 45.56962025316456, 44.65408805031446, 41.25, 55.27950310559007, 50.617283950617285, 47.239263803680984, 44.51219512195122, 50.303030303030305, 48.795180722891565, 50.898203592814376, 47.61904761904761, 44.97041420118343, 42.35294117647059, 49.707602339181285, 48.837209302325576, 50.86705202312138, 47.701149425287355, 50.857142857142854, 40.909090909090914, 53.672316384180796, 53.37078651685393, 54.18994413407822, 50, 53.03867403314917, 54.94505494505495, 49.18032786885246, 44.02173913043478, 45.94594594594595, 52.1505376344086, 51.33689839572193, 46.27659574468085, 50.79365079365079, 51.578947368421055, 48.167539267015705, 47.39583333333333, 45.07772020725388, 51.03092783505154, 55.8974358974359, 51.53061224489795, 52.79187817258884, 53.03030303030303, 48.24120603015075, 50.5, 52.23880597014925, 53.960396039603964, 50.73891625615764, 51.9607843137255, 42.4390243902439, 51.94174757281553, 56.038647342995176, 49.519230769230774, 50.23923444976076, 48.095238095238095, 45.023696682464454, 52.83018867924528, 51.173708920187785, 46.26168224299065, 51.162790697674424, 49.53703703703704, 50.23041474654379, 53.21100917431193, 53.42465753424658, 50, 53.39366515837104, 54.5045045045045, 47.53363228699551, 48.214285714285715, 52.44444444444445, 46.46017699115044, 45.81497797356828, 46.92982456140351, 49.78165938864629, 45.21739130434783, 49.78354978354979, 53.44827586206896, 52.36051502145923, 52.991452991452995, 48.08510638297872, 47.45762711864407, 49.789029535864984, 43.69747899159664, 47.69874476987448, 48.333333333333336, 49.79253112033195, 49.17355371900827, 53.90946502057613, 46.72131147540984, 48.97959183673469, 50.40650406504065, 49.392712550607285, 57.25806451612904, 42.971887550200805, 43.6, 45.81673306772908, 43.25396825396825, 46.6403162055336, 50.78740157480315, 52.54901960784314, 47.265625, 50.19455252918288, 48.837209302325576, 43.62934362934363, 51.153846153846146, 45.97701149425287, 51.526717557251914, 49.80988593155893, 49.24242424242424, 48.301886792452834, 46.2406015037594, 44.19475655430712, 48.88059701492538, 48.698884758364315, 51.11111111111111, 52.02952029520295, 52.20588235294118, 53.84615384615385, 55.47445255474452, 49.45454545454545, 50, 45.84837545126354, 54.67625899280576, 49.46236559139785, 47.85714285714286, 50.88967971530249, 54.25531914893617, 50.8833922261484, 48.59154929577465, 53.68421052631579, 54.89510489510489, 45.64459930313589, 53.81944444444444, 47.40484429065744, 49.310344827586206, 55.32646048109966, 50.68493150684932, 45.39249146757679, 51.02040816326531, 47.11864406779661, 52.02702702702703, 52.861952861952865, 52.013422818791945, 49.83277591973244, 49.333333333333336, 49.501661129568106, 48.675496688741724, 45.54455445544555, 51.973684210526315, 51.80327868852459, 52.614379084967325, 48.20846905537459, 50.324675324675326, 45.63106796116505, 43.54838709677419, 53.69774919614147, 47.43589743589743, 46.00638977635783, 50.63694267515923, 46.03174603174603, 45.88607594936709, 49.8422712933754, 49.056603773584904, 48.275862068965516, 50.9375, 49.84423676012461, 45.962732919254655, 52.012383900928796, 50.92592592592593, 53.84615384615385, 49.079754601226995, 51.681957186544345, 45.1219512195122, 49.544072948328264, 53.333333333333336, 52.26586102719033, 48.19277108433735, 49.549549549549546, 50.898203592814376, 51.94029850746269, 50.595238095238095, 46.88427299703264, 51.4792899408284, 51.32743362831859, 50.882352941176464, 53.95894428152492, 50, 53.06122448979592, 52.32558139534884, 46.95652173913044, 47.10982658959538, 52.73775216138329, 53.16091954022989, 52.72206303724928, 49.142857142857146, 48.717948717948715, 47.44318181818182, 48.44192634560906, 54.23728813559322, 51.83098591549295, 50, 55.182072829131656, 48.60335195530726, 47.910863509749305, 50.27777777777778, 49.307479224376735, 51.10497237569061, 50.964187327823694, 50.27472527472527, 49.86301369863014, 54.37158469945356, 52.86103542234333, 50.27173913043478, 47.15447154471545, 49.72972972972973, 48.517520215633425, 49.73118279569893, 47.72117962466488, 50.26737967914438, 50.66666666666667, 46.808510638297875, 52.51989389920424, 48.67724867724868, 49.07651715039577, 49.21052631578947, 50.65616797900262, 51.047120418848166, 50.391644908616186, 51.822916666666664, 47.27272727272727, 53.36787564766839, 50.90439276485789, 51.28865979381443, 49.87146529562982, 49.23076923076923, 45.78005115089514, 50.51020408163265, 47.32824427480916, 48.73096446700508, 53.16455696202531, 46.96969696969697, 51.13350125944584, 54.52261306532663, 52.88220551378446, 51.74999999999999, 50.62344139650873, 47.76119402985074, 48.635235732009924, 47.524752475247524, 50.864197530864196, 50, 48.894348894348894, 52.20588235294118, 49.38875305623472, 52.4390243902439, 45.01216545012166, 50.48543689320388, 53.026634382566584, 50, 51.325301204819276, 51.442307692307686, 50.35971223021583, 49.760765550239235, 51.07398568019092, 53.333333333333336, 50.5938242280285, 50.4739336492891, 52.4822695035461, 48.34905660377358, 48.470588235294116, 47.88732394366197, 53.161592505854806, 49.76635514018692, 52.91375291375291, 53.02325581395348, 48.49187935034803, 47.22222222222222, 50.57736720554272, 48.38709677419355, 49.88505747126437, 49.77064220183486, 50.57208237986271, 50.91324200913242, 49.88610478359909, 49.31818181818181, 53.74149659863946, 45.47511312217195, 48.306997742663654, 49.0990990990991, 53.25842696629214, 47.98206278026906, 49.44071588366891, 50.66964285714286, 48.55233853006681, 50.66666666666667, 48.33702882483371, 48.67256637168141, 45.253863134657834, 48.89867841409692, 49.67032967032967, 51.31578947368421, 53.17286652078774, 47.81659388646288, 48.148148148148145, 49.34782608695652, 45.33622559652928, 48.701298701298704, 49.892008639308855, 51.724137931034484, 51.3978494623656, 51.28755364806867, 51.605995717344754, 47.863247863247864, 49.040511727078886, 47.87234042553192, 48.40764331210191, 48.728813559322035, 51.162790697674424, 45.14767932489451, 50.10526315789474, 48.739495798319325, 48.63731656184486, 48.11715481171548, 53.23590814196242, 53.95833333333333, 50.311850311850314, 50.829875518672196, 49.275362318840585, 50.82644628099173, 50.72164948453608, 53.49794238683128, 50.10266940451745, 52.459016393442624, 51.124744376278116, 48.97959183673469, 49.08350305498982, 48.577235772357724, 47.05882352941176, 46.963562753036435, 48.282828282828284, 48.79032258064516, 48.692152917505034, 51.40562248995983, 50.50100200400801, 53.400000000000006, 46.30738522954092, 53.58565737051792, 55.46719681908549, 50.79365079365079, 45.742574257425744, 49.60474308300395, 50.69033530571993, 51.96850393700787, 49.70530451866404, 48.627450980392155, 51.07632093933464, 54.8828125, 51.656920077972714, 50.97276264591439, 48.349514563106794, 49.224806201550386, 47.77562862669246, 49.80694980694981, 47.97687861271676, 50.76923076923077, 50.8637236084453, 50.95785440613027, 49.7131931166348, 46.75572519083969, 48.76190476190476, 46.19771863117871, 52.56166982922201, 53.78787878787878, 46.880907372400756, 51.320754716981135, 47.45762711864407, 53.75939849624061, 49.71857410881801, 47.565543071161045, 48.22429906542056, 48.507462686567166, 51.02420856610801, 48.3271375464684, 48.79406307977737, 50.55555555555556, 51.571164510166355, 48.708487084870846, 49.72375690607735, 49.080882352941174, 47.706422018348626, 48.717948717948715, 45.88665447897623, 50.36496350364964, 51.73041894353369, 52.72727272727272, 51.17967332123412, 50.54347826086957, 48.4629294755877, 48.91696750902527, 52.43243243243243, 49.460431654676256, 52.6032315978456, 51.25448028673835, 47.76386404293381, 48.035714285714285, 49.554367201426025, 51.42348754448398, 48.84547069271758, 50.88652482269504, 52.56637168141592, 50.53003533568905, 50.79365079365079, 45.42253521126761, 49.91212653778559, 47.719298245614034, 48.161120840630474, 49.12587412587413, 45.37521815008726, 50.696864111498265, 48.69565217391305, 48.4375, 52.512998266897746, 52.7681660899654, 50.431778929188255, 49.6551724137931, 51.97934595524957, 52.0618556701031, 51.114922813036024, 47.773972602739725, 47.008547008547005, 51.19453924914675, 48.89267461669506, 50.68027210884354, 51.44312393887945, 49.49152542372882, 48.05414551607445, 49.32432432432432, 48.566610455311974, 47.474747474747474, 52.268907563025216, 50, 47.73869346733669, 46.82274247491639, 51.25208681135225, 45.5, 49.08485856905158, 51.82724252491694, 48.59038142620232, 49.503311258278146, 47.43801652892562, 47.524752475247524, 50.24711696869851, 51.64473684210527, 51.88834154351396, 51.967213114754095, 48.608837970540094, 47.385620915032675, 51.386623164763456, 52.60586319218241, 45.6910569105691, 47.4025974025974, 52.35008103727715, 50.64724919093852, 49.75767366720517, 48.54838709677419, 50.72463768115942, 45.4983922829582, 51.36436597110754, 50.480769230769226, 50.88, 52.23642172523961, 51.993620414673046, 52.22929936305732, 50.39745627980922, 49.2063492063492, 49.28684627575277, 52.53164556962025, 48.81516587677725, 50, 47.40157480314961, 52.04402515723271, 48.97959183673469, 49.52978056426332, 51.4866979655712, 51.71875, 50.858034321372855, 52.18068535825545, 51.47744945567651, 48.4472049689441, 47.286821705426355, 52.63157894736842, 48.84080370942813, 47.68518518518518, 50.693374422187986, 52.46153846153846, 47.77265745007681, 50.920245398773, 48.698315467075034, 49.235474006116206, 50.99236641221374, 51.67682926829268, 51.141552511415526, 49.69604863221885, 51.74506828528072, 53.03030303030303, 50.68078668683812, 50.15105740181269, 49.7737556561086, 47.43975903614458, 49.17293233082707, 52.85285285285285, 48.57571214392804, 45.359281437125745, 47.53363228699551, 50, 52.6080476900149, 48.660714285714285, 51.857355126300156, 51.48367952522255, 52.2962962962963, 51.62721893491125, 47.85819793205317, 48.96755162241888, 51.69366715758469, 51.17647058823529, 54.03817914831131, 49.56011730205279, 51.68374816983895, 48.83040935672515, 49.63503649635037, 49.56268221574344, 48.180494905385736, 47.23837209302326, 50.50798258345428, 52.17391304347826, 46.02026049204052, 51.01156069364162, 48.34054834054834, 48.70317002881844, 50.07194244604316, 52.44252873563219, 52.22381635581061, 50.71633237822349, 46.3519313304721, 51.28571428571429, 54.06562054208274, 50.712250712250714, 50.782361308677096, 53.40909090909091, 49.645390070921984, 48.583569405099155, 47.1004243281471, 50.98870056497176, 50.49365303244006, 47.04225352112676, 48.52320675105485, 49.57865168539326, 49.36886395511921, 51.68067226890757, 49.23076923076923, 53.072625698324025, 52.30125523012552, 50.27855153203342, 53.26842837273992, 54.44444444444444, 50.624133148404994, 50.41551246537396, 51.590594744121724, 48.204419889502766, 49.93103448275862, 52.20385674931129, 47.73039889958734, 50.137362637362635, 46.50205761316872, 52.054794520547944, 51.162790697674424, 51.36612021857923, 48.43110504774898, 48.36512261580381, 48.29931972789115, 49.184782608695656, 51.01763907734057, 51.8970189701897, 49.52638700947226, 49.86486486486486, 47.09851551956815, 49.59568733153639, 50.6056527590848, 49.05913978494624, 49.93288590604027, 50.134048257372655, 50.73627844712182, 48.663101604278076, 49.13217623497997, 48.66666666666667, 48.33555259653795, 48.40425531914894, 49.667994687915005, 47.61273209549072, 51.523178807947026, 50, 51.38705416116248, 53.166226912928764, 50.461133069828726, 50.39473684210526, 51.24835742444153, 51.31233595800525, 47.05111402359109, 48.56020942408377, 49.673202614379086, 49.60835509138381, 48.89178617992177, 51.302083333333336, 50.19505851755527, 47.27272727272727, 49.416342412451364, 52.331606217616574, 49.54721862871928, 45.09043927648579, 51.48387096774194, 51.546391752577314, 50.965250965250966, 50.257069408740364, 52.63157894736842, 50.51282051282051, 49.67989756722151, 49.10485933503836, 51.46871008939975, 53.18877551020408, 50.445859872611464, 46.69211195928753, 48.284625158831, 49.23857868020304, 48.162230671736374, 47.46835443037975, 50.06321112515803, 54.04040404040404, 51.19798234552333, 46.977329974811084, 47.16981132075472, 46.35678391959799, 50.56461731493099, 47.744360902255636, 49.436795994993744, 47.75, 53.433208489388264, 48.12967581047381, 51.93026151930261, 49.50248756218906, 50.06211180124224, 50.744416873449126, 49.814126394052046, 51.98019801980198, 51.29789864029666, 50.49382716049383, 53.88409371146733, 50.36945812807881, 53.25953259532595, 49.26289926289926, 48.09815950920245, 46.32352941176471, 50.42839657282742, 51.71149144254279, 46.64224664224664, 47.4390243902439, 51.64433617539586, 49.27007299270073, 48.724179829890645, 49.150485436893206, 49.696969696969695, 50, 52.72067714631197, 46.01449275362319, 50.542822677925216, 54.096385542168676, 50.30084235860409, 50.36057692307693, 48.13925570228091, 47.721822541966425, 50.538922155688624, 50, 52.80764635603346, 50.59665871121718, 49.70202622169249, 53.57142857142857, 50.416171224732466, 49.16864608076009, 53.618030842230134, 50.11848341232228, 51.005917159763314, 51.182033096926716, 51.94805194805194, 49.64622641509434, 48.76325088339223, 48.705882352941174, 49.1186839012926, 50.23474178403756, 50.76201641266119, 50, 52.397660818713454, 52.570093457943926, 51.10851808634772, 51.16550116550117, 48.894062863795114, 49.30232558139535, 49.012775842044135, 49.76798143851508, 52.72305909617613, 53.58796296296296, 48.554913294797686, 49.88452655889146, 49.7116493656286, 49.65437788018433, 47.986191024165706, 51.26436781609195, 51.43513203214696, 51.26146788990825, 49.71363115693013, 48.74141876430206, 46.85714285714286, 48.74429223744292, 47.092360319270234, 47.03872437357631, 50.170648464163826, 49.65909090909091, 49.82973893303065, 46.25850340136054, 50.50962627406569, 49.095022624434385, 53.22033898305085, 47.51693002257336, 49.71815107102593, 47.86036036036036, 51.06861642294713, 50.44943820224719, 50.16835016835017, 50.44843049327354, 46.02463605823068, 49.10514541387025, 49.162011173184354, 50.89285714285714, 52.17391304347826, 50.66815144766147, 48.275862068965516, 51.44444444444445, 50.38845726970034, 49.889135254988915, 47.729789590254704, 50.88495575221239, 49.50276243093923, 48.8962472406181, 47.188533627342885, 48.78854625550661, 52.36523652365237, 50.76923076923077, 50.49396267837542, 51.09649122807017, 51.478641840087626, 51.203501094091905, 52.240437158469945, 47.27074235807861, 51.4721919302072, 49.56427015250544, 49.61915125136017, 50.21739130434783, 51.248642779587406, 48.48156182212581, 49.512459371614305, 51.94805194805194, 49.83783783783784, 50, 48.11218985976268, 54.202586206896555, 49.51560818083961, 49.24731182795699, 50.26852846401718, 50, 48.12433011789925, 47.32334047109208, 50.80213903743316, 50.21367521367522, 48.45250800426895, 50.852878464818765, 47.71033013844516, 49.68085106382979, 51.2221041445271, 49.78768577494692, 50.58324496288441, 49.78813559322034, 50.8994708994709, 51.58562367864693, 50.68637803590285, 51.68776371308017, 50.26343519494204, 47.473684210526315, 50.8937960042061, 52.52100840336135, 53.305351521511014, 48.84696016771489, 49.42408376963351, 48.43096234309623, 52.2466039707419, 50.41753653444676, 51.407716371220026, 52.5, 49.115504682622266, 54.98960498960499, 50.9865005192108, 49.89626556016597, 50.984455958549226, 50.5175983436853, 48.08686659772492, 49.586776859504134, 50.98039215686274, 51.546391752577314, 47.68280123583934, 48.86831275720165, 49.9486125385406, 51.437371663244356, 48.1025641025641, 46.209016393442624, 51.17707267144319, 47.54601226993865, 49.74463738508682, 49.89795918367347, 48.92966360856269, 50.61099796334012, 50.05086469989827, 48.47560975609756, 50.76142131979695, 48.782961460446245, 50.35460992907801, 50, 49.848331648129424, 48.58585858585859, 48.839556004036325, 47.88306451612903, 51.057401812688816, 48.99396378269618, 52.06030150753769, 52.40963855421686, 51.053159478435305, 48.39679358717434, 50.650650650650654, 49.4, 53.14685314685315, 50.0998003992016, 49.55134596211366, 50.79681274900398, 48.756218905472636, 46.22266401590458, 50.148957298907646, 48.01587301587302, 52.22993062438057, 49.7029702970297, 52.52225519287834, 49.40711462450593, 52.91214215202369, 48.12623274161736, 48.669950738916256, 54.92125984251969, 49.75417895771878, 51.277013752455794, 50.53974484789009, 51.470588235294116, 49.853085210577866, 49.31506849315068, 51.31964809384164, 51.953125, 50.4390243902439, 51.364522417154, 51.703992210321324, 49.61089494163424, 53.54713313896987, 48.932038834951456, 49.75751697381183, 52.42248062015504, 51.984511132623425, 50.77369439071566, 50.33816425120773, 53.47490347490348, 48.21600771456123, 49.51830443159923, 50.14436958614053, 52.88461538461539, 50.720461095100866, 50.09596928982726, 50.91083413231065, 49.90421455938697, 50.717703349282296, 50, 48.328557784145175, 48.56870229007634, 49.380362249761674, 50, 48.9058039961941, 49.619771863117876, 50.997150997150996, 51.51802656546489, 51.279620853080566, 51.70454545454546, 50.14191106906338, 47.44801512287334, 50.04721435316336, 49.716981132075475, 50.51837888784166, 47.175141242937855, 50.51740357478833, 50.18796992481202, 50.7981220657277, 45.77861163227016, 52.389878163074044, 49.9063670411985, 52.38540692235735, 48.03738317757009, 46.40522875816993, 48.973880597014926, 50.23299161230196, 50.27932960893855, 49.860465116279066, 51.486988847583646, 49.9535747446611, 50.09276437847866, 51.15848007414272, 49.72222222222222, 50.32377428307123, 51.01663585951941, 50.60018467220684, 50.3690036900369, 50.23041474654379, 49.171270718232044, 49.40202391904324, 50.55147058823529, 50.78053259871441, 47.24770642201835, 45.27956003666361, 49.72527472527473, 51.692589204025616, 51.27970749542962, 48.858447488584474, 53.64963503649635, 49.86326344576117, 50.54644808743169, 50.864422202001826, 53.72727272727273, 51.044504995458674, 50.635208711433755, 52.130553037171346, 50.54347826086957, 49.140271493212666, 50.27124773960217, 51.58084914182475, 48.375451263537904, 49.59422903516681, 51.711711711711715, 49.14491449144914, 46.94244604316547, 49.95507637017071, 48.74326750448833, 51.74887892376682, 49.37275985663083, 49.86571172784244, 50.715563506261184, 50.75960679177838, 50.80357142857142, 49.50936663693131, 48.93048128342246, 50.044523597506675, 52.135231316725985, 48.888888888888886, 50, 49.33451641526176, 54.166666666666664, 48.804251550044285, 51.1504424778761, 49.248452696728556, 49.02826855123675, 50.66195939982347, 51.940035273368615, 51.27753303964758, 48.67957746478873, 52.94635004397538, 51.84534270650264, 49.60491659350307, 52.89473684210526, 50.04382120946538, 49.64973730297723, 49.256342957130364, 52.09790209790209, 50.21834061135371, 48.51657940663176, 50.91543156059285, 50.609756097560975, 49.434290687554395, 50.08695652173913, 49.69591659426585, 50.34722222222222, 50.73720728534259, 48.87348353552859, 49.87012987012987, 46.88581314878893, 49.524632670700086, 48.44559585492228, 49.52545297670405, 50, 48.75107665805341, 49.74182444061962, 49.785038693035254, 50.34364261168385, 50.042918454935624, 50, 50.8140531276778, 51.11301369863014, 50.38494439692045, 48.63247863247863, 52.43381725021349, 51.62116040955631, 48.84910485933504, 50.851788756388416, 51.148936170212764, 51.44557823129252, 50.467289719626166, 49.15110356536502, 48.60050890585242, 48.47457627118644, 48.5182049110923, 47.54653130287648, 48.09805579036348, 47.97297297297297, 51.47679324894515, 49.915682967959526, 48.02021903959562, 50.75757575757576, 50.210260723296884, 50.33613445378151, 50.29387069689337, 51.09060402684564, 51.215423302598495, 50.25125628140703, 52.55230125523013, 49.83277591973244, 51.21136173767753, 48.24707846410685, 50.54211843202668, 49.166666666666664, 49.45878434637802, 49.08485856905158, 49.044056525353284, 50.08305647840532, 48.87966804979253, 51.99004975124378, 49.378624689312346, 51.40728476821192, 49.13151364764268, 49.83471074380165, 48.38976052848885, 49.42244224422442, 50.37098103874691, 51.97693574958814, 50.946502057613166, 50.49342105263158, 50.20542317173378, 49.589490968801314, 52.83018867924528, 48.278688524590166, 48.976248976248975, 50.327332242225864, 48.73262469337694, 50.89869281045751, 50.04081632653061, 51.060358890701465, 49.63325183374083, 48.9413680781759, 50.0406834825061, 47.96747967479675, 49.63444354183591, 49.35064935064935, 47.2830494728305, 52.0259319286872, 51.659919028340084, 50.161812297734635, 49.15117219078415, 51.69628432956381, 46.811945117029865, 51.61290322580645, 49.47622884770346, 49.8389694041868, 48.83346741753821, 47.82958199356913, 49.71887550200803, 50.24077046548957, 50.04009623095429, 49.75961538461539, 49.31945556445156, 51.28, 48.601119104716226, 48.801916932907346, 49.162011173184354, 49.920255183413076, 51.07569721115538, 50.955414012738856, 50.7557677008751, 47.85373608903021, 48.371723590150914, 49.2063492063492, 49.72244250594766, 48.96988906497623, 49.32699920823436, 51.42405063291139, 51.067193675889335, 50.23696682464455, 49.72375690607735, 49.921135646687695, 49.09377462568952, 51.338582677165356, 47.99370574350905, 53.5377358490566, 49.80361351139042, 52.74725274725275, 48.86274509803922, 50.391849529780565, 50.50900548159749, 51.330203442879494, 50.27365129007036, 51.71875, 49.414519906323186, 49.609984399375975, 49.57131722525332, 51.4018691588785, 52.373540856031134, 51.08864696734059, 50.19425019425019, 49.378881987577635, 49.80605120248254, 51.55038759689923, 50.89078233927188, 50, 49.57463263727765, 48.53168469860896, 47.64478764478765, 50.54012345679012, 50.65535851966075, 50.077041602465336, 51.19322555812163, 49.69230769230769, 50.80707148347425, 50.614439324116745, 49.424405218726015, 48.69631901840491, 49.73180076628353, 51.454823889739664, 51.109410864575366, 51.29969418960245, 49.96180290297937, 49.61832061068702, 50.57208237986271, 50.15243902439024, 50.495049504950494, 49.31506849315068, 50.72243346007605, 49.088145896656535, 46.31738800303721, 49.165402124430955, 48.52160727824109, 50.83333333333333, 47.691143073429224, 49.69742813918306, 47.46787603930461, 49.39577039274924, 47.69811320754717, 51.13122171945701, 50.640542577241895, 51.12951807228916, 50.112866817155755, 48.34586466165413, 48.61006761833208, 51.27627627627628, 50.412603150787696, 53.44827586206896, 50.78651685393258, 49.700598802395206, 47.4943904263276, 50.59790732436472, 49.141150112023894, 50.223880597014926, 50.6338553318419, 51.41579731743666, 49.739389426656736, 48.88392857142857, 48.3271375464684, 49.62852897473997, 48.25538233110616, 50.66765578635015, 50.03706449221645, 52.2962962962963, 47.59437453737972, 50.3698224852071, 50.25868440502587, 50.51698670605613, 49.66789667896679, 49.48377581120944, 50.47899778924098, 51.104565537555224, 50.55187637969095, 49.11764705882353, 49.74283614988978, 48.09104258443465, 50.4035216434336, 47.360703812316714, 49.37728937728938, 50.658857979502194, 49.231894659839064, 49.63450292397661, 50.40175310445581, 49.48905109489051, 47.33770970094821, 50.65597667638484, 49.016751638747266, 48.25327510917031, 51.85454545454545, 48.61918604651162, 49.382716049382715, 50.43541364296081, 49.16606236403191, 49.275362318840585, 53.94641564083997, 50.868306801736615, 49.60231381055676, 49.566473988439306, 49.09747292418773, 49.92784992784993, 46.86373467916366, 48.054755043227665, 49.676025917926566, 49.856115107913666, 48.31056793673616, 47.12643678160919, 50.753768844221106, 50.14347202295553, 49.10394265232975, 49.212034383954155, 48.96206156048676, 50.71530758226037, 48.463187991422444, 49.857142857142854, 48.53675945753034, 47.146932952924395, 49.25160370634355, 52.849002849002844, 50.96085409252669, 50.14224751066856, 50.1776830135039, 54.19034090909091, 48.261178140525196, 52.34042553191489, 48.83061658398299, 50.92067988668555, 51.87544232130219, 52.75813295615276, 48.975265017667844, 50, 47.071277346506704, 49.50634696755994, 50.88090204369274, 48.87323943661972, 48.83884588318086, 49.507735583684955, 47.997189037245256, 49.859550561797754, 52.28070175438596, 48.10659186535764, 48.56341976173791, 51.05042016806722, 50.244926522043386, 50.97902097902099, 51.08315863032844, 48.53351955307262, 49.546406140963015, 47.977684797768475, 50.522648083623686, 50.4874651810585, 49.54766875434934, 49.44367176634214, 51.007644197359284, 52.84722222222222, 50.72866065232478, 51.3869625520111, 48.85654885654886, 51.52354570637119, 52.31833910034602, 50.89903181189488, 52.0387007601935, 49.033149171270715, 49.2063492063492, 50.82758620689655, 47.69124741557547, 50, 50.3785271851342, 50.55020632737276, 49.20962199312714, 48.9010989010989, 50.583390528483186, 49.10836762688614, 52.43317340644277, 47.1917808219178, 50.37645448323066, 50.273597811217506, 52.08475734791524, 51.229508196721305, 49.351535836177476, 50.545702592087316, 51.60190865712339, 48.50136239782017, 48.604492852280465, 50.204081632653065, 48.81033310673011, 48.641304347826086, 51.18805159538356, 51.08548168249661, 50.101694915254235, 50.74525745257452, 48.27352742044685, 51.759133964817316, 51.45368492224476, 51.08108108108108, 50.033760972316, 49.257759784075574, 52.19150370869858, 48.8544474393531, 50.437710437710436, 51.61507402422612, 49.428379287155344, 50.73924731182796, 50.83948959032908, 50.26845637583892, 49.4299128101945, 50.469168900804284, 51.64099129269927, 50.602409638554214, 52.575250836120404, 49.06417112299465, 51.235804943219776, 49.39919893190921, 49.69979986657772, 50.73333333333333, 51.56562291805463, 48.934753661784285, 50.29940119760479, 51.13031914893617, 47.176079734219265, 50.53120849933599, 49.70139349701393, 49.20424403183024, 48.17760106030484, 48.21192052980132, 51.88616810059563, 51.71957671957672, 49.90085922009253, 48.8110964332893, 51.55115511551155, 51.187335092348285, 47.52801582069875, 48.15546772068512, 50.29624753127058, 49.078947368421055, 50.4930966469428, 49.67148488830486, 50.68942875902823, 49.67191601049869, 49.704918032786885, 49.1480996068152, 53.045186640471506, 49.410994764397905, 50.68672334859385, 49.01960784313725, 49.24885695623775, 52.088772845953, 46.90150032615786, 52.54237288135594, 50.87947882736157, 50.390625, 51.52895250487963, 47.724317295188555, 51.916829109811566, 51.81818181818182, 51.26541207008436, 51.23216601815823, 50.42125729099157, 50.129533678756474, 51.715210355987054, 52.199223803363516, 49.83839689722043, 49.031007751937985, 50.936087798579734, 51.935483870967744, 49.25854287556415, 50.19329896907217, 50.41854475209272, 48.13384813384813, 50.353697749196144, 50.06426735218509, 50.03211303789339, 50.38510911424904, 52.46953175112251, 50.44871794871795, 49.26329276105061, 51.984635083226635, 49.84005118362124, 50.127877237851656, 49.904153354632584, 51.14942528735632, 48.81940012763242, 50.57397959183674, 45.76163161249203, 48.089171974522294, 49.45894334818587, 50.95419847328244, 49.904640813731724, 51.52477763659466, 47.36507936507937, 49.809644670050766, 53.26569435637286, 51.58428390367554, 50.79164027865738, 48.67088607594937, 50.60088551549652, 49.873577749683946, 51.1054958938724, 49.55808080808081, 50.59936908517351, 47.8562421185372, 49.464398235664774, 51.322418136020154, 50.84959093769667, 48.0503144654088, 49.96857322438718, 48.99497487437186, 48.46202134337727, 48.24341279799248, 50.03134796238244, 48.05764411027569, 50.28177833437696, 52.19023779724657, 52.220137585991246, 49.375, 50.59337913803873, 49.62546816479401, 53.64940736119775, 50.18703241895261, 49.65732087227414, 50.87173100871731, 49.34660858743, 51.181592039801, 50.09322560596644, 50.559006211180126, 47.54810676598386, 49.193548387096776, 51.456912585244886, 50.43370508054523, 50.526315789473685, 50.433168316831676, 50.71119356833642, 49.196538936959215, 50.83384805435453, 50.98765432098765, 48.79703886489821, 51.048088779284825, 50.154035736290815, 49.50738916256158, 50.215384615384615, 46.86346863468634, 51.56730178242164, 51.47420147420148, 48.06629834254144, 50.122699386503065, 49.60147148988351, 49.693627450980394, 50.15309246785058, 51.28518971848225, 49.48012232415902, 51.16136919315404, 50.70250458155162, 49.81684981684982, 48.13910921293471, 49.451219512195124, 50.2132845825716, 49.20828258221681, 49.42178940961656, 49.148418491484186, 49.48328267477204, 50.66828675577156, 49.362477231329684, 50, 49.66646452395391, 49.333333333333336, 49.54572986069049, 49.39467312348668, 49.9697519661222, 48.30713422007255, 50.51359516616314, 48.369565217391305, 50.15087507543754, 50, 51.838456901748046, 49.45783132530121, 51.05358217940999, 48.07460890493381, 49.7294046903187, 48.737980769230774, 49.90990990990991, 50.18007202881153, 51.769646070785846, 51.55875299760192, 49.13121629718395, 50.41916167664671, 49.07241172950329, 49.04306220095694, 48.05738194859534, 49.522102747909194, 50.268656716417915, 49.28400954653938, 49.67203339296363, 49.284862932061976, 48.838594401429425, 50.89285714285714, 49.91076740035693, 48.989298454221164, 49.25727866904337, 49.4061757719715, 49.49554896142433, 47.98339264531435, 49.31831653823355, 52.3696682464455, 50.26642984014209, 50.8284023668639, 49.91129509166174, 48.3451536643026, 49.08446544595393, 49.11452184179457, 50.02949852507375, 52.00471698113207, 52.09192692987625, 49.23439340400471, 49.08769864626251, 49.8235294117647, 48.91240446796002, 51.7626321974148, 48.091603053435115, 50.23474178403756, 50.26392961876833, 48.944900351699886, 50.73227885178676, 50.99531615925058, 51.02399063779989, 48.24561403508772, 50.5552308591467, 49.94158878504673, 50.204319906596616, 51.40023337222871, 48.80466472303207, 49.24242424242424, 49.09726266744322, 48.486612339930154, 52.00698080279233, 51.74418604651163, 49.680418361417786, 49.1869918699187, 49.68078932095183, 50.34802784222738, 50.72463768115942, 48.72537659327926, 50.14475969889982, 49.0162037037037, 49.56622325043378, 49.190751445086704, 49.855574812247255, 50.46189376443419, 50.37507212925563, 52.479815455594, 52.21902017291066, 50.97926267281107, 52.331606217616574, 49.136939010356734, 48.763657274295575, 49.712643678160916, 48.82251579551982, 49.25373134328358, 49.79919678714859, 50, 50.94555873925501, 51.431844215349365, 48.48311390955924, 50.22883295194508, 50.20011435105774, 50, 50.371216447744146, 51.369863013698634, 49.97147746719909, 50.62713797035347, 48.66096866096866, 48.51936218678816, 50.142287990893564, 48.69169510807736, 49.6304718590108, 50.79545454545455, 50.993753549119816, 50.39727582292849, 49.23425978445831, 51.4172335600907, 50.87818696883852, 49.263873159682895, 51.49971703452179, 49.94343891402715, 50.65008479366874, 48.75706214689266, 48.560135516657255, 48.81489841986456, 50.592216582064296, 51.07102593010146, 51.54929577464789, 49.718468468468465, 50.9848058525605, 49.775028121484816, 49.2973580663294, 51.741573033707866, 50.1965188096575, 49.719416386083054, 48.401570386988226, 48.318385650224215, 50.08403361344538, 49.16013437849944, 51.091214325685506, 49.21700223713646, 50.02794857462269, 50.67039106145251, 49.58123953098828, 50.50223214285714, 51.03179029559398, 49.944258639910814, 50.1949860724234, 49.77728285077951, 47.18976071229827, 50.61179087875417, 50.75041689827682, 50.72222222222222, 48.58411993337035, 51.44284128745837, 51.74708818635607, 51.053215077605316, 49.19667590027701, 51.10741971207088, 50.63641394576647, 50.55309734513275, 49.861802100608074, 51.60220994475138, 48.75759249033683, 49.22737306843267, 51.571980143408716, 51.37816979051819, 49.366391184573004, 49.83480176211454, 51.678591084204726, 49.834983498349835, 47.9934029686641, 48.62637362637363, 50.90609555189456, 49.34138309549945, 50.575973669775095, 47.42324561403509, 49.31506849315068, 49.89047097480832, 50.57471264367817, 49.23413566739606, 49.699289229086936, 51.967213114754095, 49.91807755324959, 49.56331877729257, 48.772504091653026, 52.12649945474372, 50.40871934604905, 48.80174291938998, 50.08165487207403, 49.67355821545158, 48.28711256117455, 48.69565217391305, 49.48397609994568, 51.68295331161781, 52.41454150841021, 49.94577006507592, 48.23848238482385, 50.487540628385695, 50.89334055224689, 51.35281385281385, 50.081124932395895, 51.4054054054054, 50.67531064289573, 50.70194384449243, 51.699946033459256, 48.651564185544764, 51.482479784366575, 49.46120689655172, 50.080775444264944, 48.60064585575888, 50.833781603012376, 49.46236559139785, 50.617947340139715, 48.92588614393126, 49.16800858829845, 48.22961373390558, 48.04289544235925, 50.64308681672026, 49.384038564542045, 49.94646680942184, 48.9031567683253, 50.588235294117645, 49.38535542490647, 49.30555555555556, 51.414842498665244, 50.26680896478122, 51.68000000000001, 51.1727078891258, 50.61267980820459, 50.159744408945684, 50.71846726982437, 51.11702127659574, 50.664540138224346, 50.31880977683315, 49.70791290493893, 50.69002123142251, 51.77718832891247, 47.720042417815485, 47.16481187069422, 49.152542372881356, 49.33827421916358, 50.15873015873016, 50.55526176626124, 50.36997885835095, 52.24511357633386, 50.10559662090813, 50.07915567282322, 50.79113924050633, 50.07907221929362, 49.78925184404637, 52.60663507109005, 50.26315789473684, 49.86849026827985, 48.370136698212406, 51.07724645296899, 50.73529411764706, 51.6010498687664, 50.15739769150053, 49.187205034084954, 49.528301886792455, 49.764274489261396, 50.6282722513089, 49.398220826792254, 49.58158995815899, 50.70569785676947, 50.36572622779519, 51.958224543080945, 48.799582463465555, 50.70422535211267, 50.05213764337852, 49.55706096925482, 50.208333333333336, 49.036959916710046, 51.24869927159209, 50.28601144045762, 51.92307692307693, 51.01298701298701, 50, 51.42708873897249, 50.10373443983403, 52.04769310523587, 49.89637305699482, 49.145520455722426, 50.465838509316775, 49.146404552509054, 51.08583247156153, 50.594315245478036, 50.981404958677686, 49.148167268972635, 48.348813209494324, 49.716348633316144, 50.670103092783506, 50.95311695002576, 49.48506694129763, 51.4668039114771, 47.73662551440329, 50.437017994858614, 49.84583761562179, 50.53929121725732, 47.997946611909654, 49.66649563878912, 50.46153846153846, 49.25679138903127, 48.77049180327869, 49.155145929339476, 51.381780962128964, 49.25831202046036, 48.92638036809816, 50.02554931016863, 50.91930541368743, 47.881572230729965, 52.44897959183673, 50.38245792962775, 51.274209989806316, 50.07641365257259, 49.134419551934826, 50.025445292620866, 49.84740590030518, 50.482968988307064, 51.16869918699187, 50.73641442356526, 51.92893401015228, 49.923896499238964, 51.21703853955375, 48.40344652812975, 50.70921985815603, 49.9746835443038, 49.2914979757085, 50.17703591299949, 48.685540950455, 50.480040424456796, 50.35353535353535, 49.318525996971225, 49.798183652875885, 50.42864346949067, 49.546370967741936, 50.12594458438288, 50.55387713997986, 52.08857574232512, 51.20724346076459, 49.22071392659628, 48.94472361809045, 49.02059266700151, 48.99598393574297, 49.32262920220773, 49.197592778335, 52.130325814536334, 52.505010020040075, 48.6229344016024, 51.551551551551555, 50.42521260630315, 51.65 ], "y": [ 0, 100, 33.33333333333333, 50, 0, 33.33333333333333, 14.285714285714285, 37.5, 33.33333333333333, 10, 36.36363636363637, 16.666666666666664, 15.384615384615385, 28.57142857142857, 26.666666666666668, 18.75, 29.411764705882355, 22.22222222222222, 36.84210526315789, 35, 47.61904761904761, 45.45454545454545, 8.695652173913043, 33.33333333333333, 32, 30.76923076923077, 40.74074074074074, 46.42857142857143, 24.137931034482758, 30, 35.483870967741936, 43.75, 27.27272727272727, 29.411764705882355, 31.428571428571427, 27.77777777777778, 35.13513513513514, 36.84210526315789, 33.33333333333333, 30, 36.58536585365854, 26.190476190476193, 32.55813953488372, 38.63636363636363, 37.77777777777778, 34.78260869565217, 27.659574468085108, 31.25, 28.57142857142857, 46, 45.09803921568628, 19.230769230769234, 30.18867924528302, 37.03703703703704, 36.36363636363637, 37.5, 42.10526315789473, 27.586206896551722, 37.28813559322034, 28.333333333333332, 31.147540983606557, 41.935483870967744, 31.746031746031743, 32.8125, 40, 24.242424242424242, 34.32835820895522, 33.82352941176471, 31.88405797101449, 40, 32.3943661971831, 40.27777777777778, 27.397260273972602, 35.13513513513514, 36, 17.105263157894736, 50.649350649350644, 38.46153846153847, 35.44303797468354, 36.25, 29.629629629629626, 37.80487804878049, 28.915662650602407, 33.33333333333333, 27.058823529411764, 26.744186046511626, 34.48275862068966, 42.04545454545455, 31.46067415730337, 27.77777777777778, 37.362637362637365, 34.78260869565217, 33.33333333333333, 35.1063829787234, 45.26315789473684, 32.29166666666667, 39.175257731958766, 33.6734693877551, 27.27272727272727, 22, 33.663366336633665, 32.35294117647059, 33.00970873786408, 25, 40, 30.18867924528302, 28.037383177570092, 33.33333333333333, 27.522935779816514, 40.909090909090914, 39.63963963963964, 34.82142857142857, 32.743362831858406, 34.21052631578947, 34.78260869565217, 33.62068965517241, 35.04273504273504, 27.966101694915253, 34.45378151260504, 30.833333333333336, 33.057851239669425, 47.540983606557376, 30.89430894308943, 34.67741935483871, 40.8, 30.158730158730158, 29.92125984251969, 35.9375, 32.55813953488372, 33.07692307692307, 38.93129770992366, 38.63636363636363, 27.06766917293233, 27.611940298507463, 35.55555555555556, 38.23529411764706, 35.03649635036496, 36.231884057971016, 29.496402877697843, 36.42857142857142, 28.368794326241137, 30.28169014084507, 32.16783216783217, 32.63888888888889, 34.48275862068966, 34.24657534246575, 27.89115646258503, 32.432432432432435, 30.87248322147651, 37.333333333333336, 25.165562913907287, 34.21052631578947, 34.64052287581699, 34.41558441558442, 34.83870967741935, 33.33333333333333, 37.57961783439491, 31.645569620253166, 29.559748427672954, 28.749999999999996, 26.70807453416149, 36.41975308641975, 38.036809815950924, 33.53658536585366, 31.515151515151512, 32.53012048192771, 34.73053892215569, 30.357142857142854, 32.544378698224854, 33.52941176470588, 27.485380116959064, 38.95348837209303, 39.884393063583815, 36.206896551724135, 32, 39.20454545454545, 28.24858757062147, 35.95505617977528, 30.16759776536313, 36.11111111111111, 39.77900552486188, 32.417582417582416, 34.97267759562842, 32.608695652173914, 38.37837837837838, 37.096774193548384, 39.037433155080215, 36.17021276595745, 32.804232804232804, 29.47368421052631, 31.413612565445025, 32.8125, 32.64248704663213, 30.412371134020617, 34.87179487179487, 34.183673469387756, 32.48730964467005, 35.858585858585855, 31.65829145728643, 33.5, 33.33333333333333, 36.633663366336634, 26.108374384236456, 27.941176470588236, 31.70731707317073, 37.86407766990291, 29.951690821256037, 31.73076923076923, 32.535885167464116, 28.57142857142857, 30.80568720379147, 34.43396226415094, 37.558685446009385, 38.78504672897196, 36.27906976744186, 32.407407407407405, 35.02304147465438, 29.81651376146789, 29.68036529680365, 37.27272727272727, 35.74660633484163, 32.432432432432435, 32.28699551569507, 33.035714285714285, 30.666666666666664, 32.743362831858406, 29.955947136563875, 33.33333333333333, 31.877729257641924, 28.695652173913043, 38.961038961038966, 32.758620689655174, 39.91416309012876, 29.059829059829063, 38.297872340425535, 37.28813559322034, 35.44303797468354, 36.554621848739494, 33.89121338912134, 34.166666666666664, 33.19502074688796, 36.77685950413223, 32.92181069958848, 36.885245901639344, 33.87755102040816, 34.146341463414636, 34.41295546558704, 33.46774193548387, 26.907630522088354, 37.6, 31.872509960159363, 34.523809523809526, 37.54940711462451, 34.25196850393701, 29.80392156862745, 39.0625, 33.07392996108949, 34.49612403100775, 32.04633204633205, 31.92307692307692, 35.63218390804598, 29.770992366412212, 31.55893536121673, 33.33333333333333, 33.9622641509434, 39.473684210526315, 30.337078651685395, 32.83582089552239, 34.94423791821561, 33.7037037037037, 30.996309963099634, 31.61764705882353, 32.234432234432234, 34.306569343065696, 36.72727272727273, 35.507246376811594, 31.768953068592058, 35.61151079136691, 35.842293906810035, 34.285714285714285, 32.028469750889684, 36.87943262411347, 34.275618374558306, 29.929577464788732, 29.82456140350877, 32.51748251748251, 36.933797909407666, 31.944444444444443, 33.910034602076124, 35.86206896551724, 32.64604810996563, 43.49315068493151, 36.51877133105802, 32.31292517006803, 31.186440677966104, 36.82432432432432, 34.34343434343434, 28.523489932885905, 33.11036789297659, 36, 29.900332225913623, 31.125827814569533, 33.993399339933994, 31.907894736842106, 31.80327868852459, 33.98692810457516, 34.527687296416936, 32.7922077922078, 30.42071197411003, 35.80645161290323, 35.36977491961415, 33.01282051282051, 36.102236421725244, 29.936305732484076, 37.46031746031746, 37.9746835443038, 33.753943217665615, 30.81761006289308, 34.48275862068966, 36.25, 30.218068535825545, 31.987577639751553, 32.19814241486068, 38.2716049382716, 30.76923076923077, 33.43558282208589, 32.7217125382263, 34.756097560975604, 32.52279635258359, 36.06060606060606, 34.13897280966767, 36.74698795180723, 38.43843843843844, 32.33532934131736, 32.83582089552239, 34.82142857142857, 29.376854599406528, 32.24852071005917, 35.39823008849557, 31.76470588235294, 31.671554252199414, 29.82456140350877, 34.11078717201166, 35.46511627906977, 31.88405797101449, 33.52601156069364, 36.31123919308357, 33.04597701149425, 34.38395415472779, 34, 29.629629629629626, 35.22727272727273, 33.14447592067989, 32.20338983050847, 34.647887323943664, 33.98876404494382, 34.173669467787114, 32.122905027932966, 29.247910863509752, 31.666666666666664, 31.855955678670362, 35.91160220994475, 30.853994490358126, 26.373626373626376, 26.575342465753426, 31.420765027322407, 31.33514986376022, 30.434782608695656, 28.72628726287263, 34.054054054054056, 29.380053908355798, 33.60215053763441, 34.584450402144775, 32.62032085561498, 36.53333333333333, 34.04255319148936, 37.6657824933687, 31.216931216931215, 36.41160949868074, 30.789473684210527, 32.54593175853018, 33.246073298429316, 29.765013054830288, 37.5, 33.506493506493506, 32.38341968911917, 34.366925064599485, 36.340206185567006, 32.13367609254499, 33.84615384615385, 30.946291560102303, 31.63265306122449, 36.6412213740458, 33.24873096446701, 32.65822784810127, 33.58585858585859, 30.982367758186395, 30.90452261306533, 30.82706766917293, 35.25, 35.41147132169576, 32.83582089552239, 33.99503722084367, 31.93069306930693, 36.04938271604938, 38.669950738916256, 33.169533169533175, 36.51960784313725, 34.96332518337408, 30, 30.656934306569344, 30.8252427184466, 27.11864406779661, 28.985507246376812, 33.97590361445783, 33.17307692307692, 35.25179856115108, 32.77511961722488, 36.51551312649165, 36.904761904761905, 32.779097387173394, 30.80568720379147, 33.33333333333333, 29.009433962264154, 32.23529411764706, 37.32394366197183, 33.723653395784545, 33.8785046728972, 34.96503496503497, 31.627906976744185, 31.322505800464036, 35.18518518518518, 34.18013856812933, 32.25806451612903, 31.264367816091955, 35.321100917431195, 32.494279176201374, 34.01826484018265, 29.6127562642369, 35.45454545454545, 33.10657596371882, 35.294117647058826, 34.537246049661405, 35.13513513513514, 31.910112359550563, 30.717488789237667, 37.8076062639821, 34.375, 34.075723830734965, 32.88888888888889, 31.70731707317073, 32.9646017699115, 34.216335540838855, 31.497797356828194, 30.10989010989011, 30.92105263157895, 33.260393873085334, 35.37117903930131, 33.769063180827885, 36.30434782608696, 31.887201735357916, 34.63203463203463, 35.63714902807775, 31.25, 34.83870967741935, 32.61802575107296, 34.04710920770878, 32.9059829059829, 34.54157782515991, 35.319148936170215, 31.84713375796178, 31.14406779661017, 34.038054968287526, 35.232067510548525, 33.05263157894737, 35.08403361344538, 35.42976939203354, 32.84518828451883, 31.315240083507305, 36.041666666666664, 29.93762993762994, 33.19502074688796, 32.091097308488614, 36.570247933884296, 31.752577319587626, 33.95061728395062, 34.70225872689938, 28.48360655737705, 34.56032719836401, 30, 30.14256619144603, 32.72357723577235, 34.07707910750507, 33.603238866396765, 29.6969696969697, 30.040322580645164, 32.3943661971831, 35.7429718875502, 30.861723446893784, 32.800000000000004, 31.936127744510976, 32.669322709163346, 31.411530815109344, 34.12698412698413, 32.475247524752476, 33.39920948616601, 30.76923076923077, 30.708661417322837, 32.416502946954814, 35.88235294117647, 35.61643835616438, 35.15625, 29.239766081871345, 35.797665369649806, 33.592233009708735, 33.72093023255814, 35.783365570599614, 32.432432432432435, 32.5626204238921, 31.346153846153847, 35.892514395393476, 36.97318007662835, 30.019120458891013, 32.82442748091603, 34.285714285714285, 31.55893536121673, 37.571157495256166, 32.196969696969695, 34.97164461247637, 31.132075471698112, 35.781544256120526, 32.33082706766917, 33.39587242026266, 33.89513108614232, 33.64485981308411, 31.529850746268657, 30.726256983240223, 32.15613382899628, 32.28200371057514, 35.18518518518518, 32.71719038817005, 31.18081180811808, 27.255985267034994, 29.77941176470588, 33.94495412844037, 34.798534798534796, 35.283363802559414, 33.75912408759124, 28.59744990892532, 33.27272727272727, 32.30490018148821, 34.78260869565217, 34.35804701627486, 30.324909747292416, 31.17117117117117, 34.352517985611506, 31.77737881508079, 32.61648745519714, 32.021466905187836, 30.714285714285715, 33.8680926916221, 35.94306049822064, 33.57015985790409, 32.09219858156028, 30.973451327433626, 31.802120141342755, 30.335097001763668, 29.401408450704224, 34.44639718804921, 33.33333333333333, 33.80035026269702, 35.31468531468531, 31.762652705061083, 32.752613240418114, 30.434782608695656, 34.72222222222222, 31.022530329289427, 32.8719723183391, 31.606217616580313, 32.93103448275862, 29.948364888123923, 33.50515463917525, 32.41852487135506, 31.506849315068493, 31.965811965811962, 33.78839590443686, 31.005110732538334, 32.142857142857146, 31.40916808149406, 33.389830508474574, 34.85617597292725, 33.61486486486486, 31.197301854974707, 34.17508417508417, 33.10924369747899, 34.22818791946309, 30.15075376884422, 32.441471571906355, 35.72621035058431, 33.166666666666664, 30.948419301164726, 33.5548172757475, 35.32338308457712, 33.11258278145696, 35.37190082644628, 34.32343234323432, 34.596375617792425, 32.73026315789473, 33.99014778325123, 31.147540983606557, 31.09656301145663, 35.947712418300654, 33.115823817292004, 33.876221498371336, 31.54471544715447, 34.57792207792208, 33.22528363047002, 34.627831715210355, 34.5718901453958, 33.387096774193544, 32.52818035426731, 34.244372990353696, 32.42375601926163, 32.21153846153847, 34.4, 31.629392971246006, 32.535885167464116, 30.254777070063692, 37.83783783783784, 36.03174603174603, 34.0729001584786, 32.436708860759495, 30.33175355450237, 32.64984227129338, 36.37795275590551, 31.91823899371069, 32.6530612244898, 35.57993730407524, 31.768388106416275, 29.375, 32.91731669266771, 33.8006230529595, 32.8149300155521, 33.85093167701863, 32.248062015503876, 33.43653250773993, 33.53941267387944, 33.33333333333333, 33.89830508474576, 35.38461538461539, 33.794162826420894, 31.441717791411044, 31.852986217457886, 33.48623853211009, 32.82442748091603, 32.926829268292686, 34.09436834094368, 34.650455927051674, 33.8391502276176, 35.60606060606061, 32.9803328290469, 33.081570996978854, 33.4841628959276, 34.48795180722892, 31.428571428571427, 32.13213213213213, 38.23088455772114, 34.4311377245509, 33.6322869955157, 32.537313432835816, 33.53204172876304, 30.952380952380953, 30.60921248142645, 31.15727002967359, 31.555555555555554, 34.023668639053255, 35.15509601181684, 35.693215339233035, 36.52430044182621, 36.17647058823529, 36.41703377386197, 33.28445747800586, 35.13909224011713, 35.526315789473685, 31.97080291970803, 34.40233236151604, 34.06113537117904, 33.28488372093023, 34.107402031930334, 34.05797101449276, 34.1534008683068, 35.69364161849711, 34.63203463203463, 31.556195965417867, 35.539568345323744, 37.93103448275862, 33.14203730272597, 29.22636103151863, 35.1931330472103, 29.57142857142857, 32.95292439372325, 29.914529914529915, 32.432432432432435, 32.38636363636363, 33.90070921985816, 35.12747875354108, 33.663366336633665, 35.73446327683616, 32.01692524682652, 33.098591549295776, 30.801687763713083, 32.162921348314605, 36.325385694249654, 37.11484593837535, 32.02797202797203, 32.54189944134078, 30.683403068340308, 34.401114206128135, 31.710709318497916, 37.22222222222222, 30.374479889042995, 31.994459833795013, 30.982019363762102, 30.939226519337016, 31.724137931034484, 31.955922865013775, 31.911966987620353, 35.16483516483517, 34.705075445816185, 35.61643835616438, 34.19972640218879, 32.78688524590164, 31.78717598908595, 32.9700272479564, 32.7891156462585, 33.28804347826087, 31.886024423337854, 30.21680216802168, 32.61163734776725, 37.16216216216216, 35.08771929824561, 33.288409703504044, 30.686406460296094, 30.376344086021508, 32.348993288590606, 34.852546916890084, 32.53012048192771, 35.294117647058826, 31.64218958611482, 32, 35.41944074567244, 33.111702127659576, 36.52058432934927, 31.16710875331565, 30.99337748344371, 31.878306878306876, 32.628797886393656, 35.75197889182058, 36.62714097496706, 31.18421052631579, 31.14323258869908, 33.07086614173229, 31.323722149410223, 33.90052356020942, 35.03267973856209, 33.5509138381201, 33.89830508474576, 35.546875, 32.37971391417425, 35.58441558441559, 35.019455252918284, 33.031088082901555, 33.3764553686934, 30.23255813953488, 32.903225806451616, 33.891752577319586, 31.917631917631915, 34.447300771208226, 31.70731707317073, 32.43589743589744, 30.34571062740077, 36.31713554987212, 33.971902937420175, 34.31122448979592, 31.337579617834393, 32.82442748091603, 34.68869123252859, 33.24873096446701, 29.531051964512038, 32.78481012658228, 31.858407079646017, 33.58585858585859, 34.80453972257251, 29.093198992443327, 33.33333333333333, 34.42211055276382, 35.38268506900879, 32.08020050125313, 31.914893617021278, 31, 32.958801498127336, 31.546134663341647, 36.612702366127024, 31.467661691542286, 34.40993788819876, 36.72456575682382, 32.094175960346966, 35.51980198019802, 35.59950556242274, 30.246913580246915, 34.4019728729963, 35.467980295566505, 33.456334563345635, 33.415233415233416, 32.63803680981595, 34.19117647058824, 33.90452876376989, 34.59657701711492, 32.47863247863248, 34.63414634146341, 32.03410475030451, 33.21167883211679, 33.77885783718105, 32.88834951456311, 35.03030303030303, 32.324455205811134, 35.67110036275695, 35.38647342995169, 31.845597104945718, 29.759036144578317, 36.94344163658243, 30.76923076923077, 35.414165666266506, 31.414868105515588, 33.17365269461078, 34.688995215311, 34.52807646356034, 33.65155131264916, 32.777115613825984, 33.57142857142857, 33.29369797859691, 33.2541567695962, 32.50296559905101, 33.88625592417062, 30.295857988165682, 34.2789598108747, 35.30106257378985, 33.0188679245283, 31.684334511189633, 33.1764705882353, 32.54994124559342, 34.27230046948357, 34.46658851113716, 31.967213114754102, 34.619883040935676, 34.57943925233645, 33.13885647607935, 34.38228438228438, 33.061699650756694, 34.651162790697676, 32.28803716608595, 32.25058004640371, 34.64658169177289, 32.523148148148145, 33.872832369942195, 33.37182448036952, 31.833910034602077, 33.41013824884793, 30.95512082853855, 30.344827586206897, 29.850746268656714, 34.288990825688074, 33.67697594501718, 31.69336384439359, 34.17142857142857, 33.56164383561644, 29.874572405929307, 30.182232346241456, 33.21956769055745, 32.72727272727273, 31.441543700340524, 32.76643990929705, 35.900339750849376, 34.16289592760181, 32.316384180790955, 32.61851015801354, 33.93461104847801, 33.8963963963964, 31.496062992125985, 33.37078651685393, 29.292929292929294, 31.838565022421523, 33.14669652855543, 33.66890380313199, 33.29608938547486, 31.808035714285715, 33.8907469342252, 33.51893095768374, 34.48275862068966, 32.44444444444444, 37.846836847946726, 34.368070953436806, 32.668881506090806, 34.73451327433628, 31.16022099447514, 34.437086092715234, 34.0683572216097, 31.387665198237887, 31.683168316831683, 34.065934065934066, 33.91877058177827, 34.21052631578947, 34.50164293537787, 36.10503282275711, 32.240437158469945, 33.95196506550218, 32.279171210468924, 33.66013071895425, 29.16213275299238, 35.97826086956522, 32.464712269272525, 30.36876355748373, 35.969664138678226, 31.16883116883117, 31.351351351351354, 32.6133909287257, 31.715210355987054, 33.297413793103445, 31.754574811625403, 34.086021505376344, 34.69387755102041, 34.442060085836914, 33.33333333333333, 32.33404710920771, 34.43850267379679, 35.47008547008547, 32.7641408751334, 32.19616204690831, 32.374866879659216, 32.4468085106383, 35.17534537725824, 35.774946921443735, 35.31283138918346, 32.41525423728814, 32.91005291005291, 32.55813953488372, 34.63569165786694, 34.49367088607595, 34.66807165437302, 32.421052631578945, 32.17665615141956, 31.72268907563025, 31.0598111227702, 32.38993710691824, 31.518324607329845, 33.68200836820084, 33.12434691745037, 33.194154488517746, 30.761209593326384, 32.8125, 34.23517169614985, 36.486486486486484, 33.95638629283489, 31.016597510373444, 35.233160621761655, 33.02277432712215, 32.36814891416753, 33.98760330578512, 32.09494324045408, 31.443298969072163, 31.20494335736354, 31.995884773662553, 32.8879753340185, 32.75154004106776, 34.256410256410255, 32.99180327868852, 31.72978505629478, 32.31083844580777, 31.76710929519918, 32.755102040816325, 31.090723751274208, 34.623217922606926, 31.943031536113935, 35.46747967479675, 35.83756345177665, 33.77281947261663, 31.914893617021278, 35.22267206477733, 32.0525783619818, 38.18181818181819, 30.877901109989907, 34.778225806451616, 31.520644511581068, 32.796780684104625, 30.85427135678392, 33.835341365461844, 32.99899699097292, 34.168336673346694, 33.733733733733736, 33.800000000000004, 29.07092907092907, 33.433133732534934, 33.499501495513464, 31.772908366533866, 32.83582089552239, 34.29423459244533, 31.38033763654419, 32.142857142857146, 31.516352824578792, 33.86138613861387, 34.025717111770525, 33.00395256916996, 32.181638696939785, 33.53057199211045, 33.004926108374384, 32.874015748031496, 31.071779744346117, 36.64047151277014, 34.83807654563297, 30.58823529411765, 35.945151811949074, 34.73581213307241, 34.701857282502445, 32.71484375, 33.463414634146346, 31.28654970760234, 31.158714703018504, 34.72762645914397, 33.62487852283771, 30.097087378640776, 33.365664403491756, 31.2015503875969, 32.042594385285575, 33.558994197292066, 32.850241545893724, 34.16988416988417, 34.040501446480235, 34.296724470134876, 35.03368623676612, 32.88461538461539, 34.87031700288185, 32.24568138195777, 32.59827420901246, 35.05747126436782, 32.344497607655505, 32.60038240917782, 33.42884431709647, 34.44656488549619, 35.08102955195424, 35.14285714285714, 31.303520456707894, 30.228136882129274, 32.668566001899336, 31.119544592030362, 33.27014218009479, 31.62878787878788, 32.35572374645223, 35.444234404536864, 33.33333333333333, 34.15094339622641, 33.45900094250707, 32.674199623352166, 33.96048918156162, 33.7406015037594, 32.582159624413144, 31.894934333958723, 31.865042174320525, 32.86516853932584, 34.14405986903648, 32.80373831775701, 31.465919701213817, 32.08955223880597, 32.898415657036345, 34.82309124767225, 30.23255813953488, 33.17843866171003, 32.03342618384401, 32.6530612244898, 33.549582947173306, 32.870370370370374, 33.117483811285844, 36.32162661737523, 32.59464450600185, 30.166051660516608, 31.244239631336406, 32.96500920810313, 33.21067157313708, 32.169117647058826, 32.231404958677686, 33.02752293577982, 32.35563703024748, 36.26373626373626, 33.94327538883806, 36.28884826325412, 33.97260273972603, 32.481751824817515, 31.996353691886963, 35.79234972677596, 32.75705186533212, 36.18181818181818, 34.69573115349682, 31.669691470054445, 33.27289211242067, 34.14855072463768, 32.76018099547511, 33.54430379746836, 31.88798554652213, 32.12996389891697, 31.28944995491434, 35.4054054054054, 32.76327632763276, 35.52158273381295, 33.33333333333333, 31.508078994614003, 33.6322869955157, 33.51254480286738, 33.03491495076097, 34.257602862254025, 32.707774798927616, 33.92857142857143, 35.325602140945584, 32.70944741532977, 32.50222617987533, 32.028469750889684, 33.42222222222222, 33.92539964476021, 34.516415261756876, 32.00354609929078, 32.86093888396812, 35.84070796460177, 33.775419982316535, 34.36395759717315, 31.77405119152692, 33.77425044091711, 32.863436123348016, 31.778169014084508, 31.926121372031663, 31.107205623901578, 33.362598770851626, 31.75438596491228, 36.19631901840491, 32.04903677758319, 35.870516185476816, 32.86713286713287, 35.196506550218345, 35.51483420593368, 32.51961639058413, 35.278745644599304, 33.76849434290688, 35.47826086956521, 32.23284100781928, 33.15972222222222, 32.870771899392885, 33.36221837088388, 32.81385281385281, 33.56401384083045, 34.1400172860847, 34.024179620034545, 33.994823123382226, 33.706896551724135, 33.50559862187769, 34.251290877796905, 34.22184006878762, 33.33333333333333, 34.506437768240346, 34.133790737564325, 32.819194515852615, 33.98972602739726, 31.907613344739094, 32.9059829059829, 34.0734415029889, 35.750853242320815, 33.248081841432224, 31.686541737649065, 32.851063829787236, 33.16326530612245, 33.135089209855565, 34.125636672325975, 32.06106870229007, 32.45762711864407, 35.309060118543606, 34.179357021996616, 31.69907016060862, 32.516891891891895, 35.358649789029535, 32.96795952782462, 31.25526537489469, 31.313131313131315, 33.725820016820855, 34.45378151260504, 34.089000839630565, 31.3758389261745, 32.27158424140821, 31.742043551088777, 32.88702928870293, 34.11371237458194, 30.743525480367584, 33.30550918196995, 34.361968306922435, 33.33333333333333, 33.97169025811824, 30.69883527454243, 34.330839567747304, 32.64119601328904, 31.701244813278006, 32.08955223880597, 32.64291632145816, 33.77483443708609, 33.167907361455754, 36.11570247933884, 31.874483897605284, 32.59075907590759, 32.399010717230006, 33.85502471169687, 33.415637860082306, 33.223684210526315, 33.3607230895645, 33.99014778325123, 34.53650533223954, 34.01639344262295, 32.596232596232596, 31.914893617021278, 32.05233033524121, 31.5359477124183, 34.775510204081634, 33.686786296900486, 33.577832110839445, 33.30618892508143, 35.475996745321396, 32.03252032520325, 34.19983753046304, 34.9025974025974, 32.522303325223035, 33.306320907617504, 33.036437246963565, 31.3915857605178, 33.87227162489895, 33.925686591276246, 34.70540758676352, 33.95161290322581, 31.748589846897662, 32.930756843800324, 32.01930812550282, 35.69131832797427, 33.4136546184739, 32.102728731942214, 35.605453087409785, 34.455128205128204, 34.58767013610889, 33.839999999999996, 33.17346123101519, 34.34504792332269, 31.125299281723862, 33.652312599681025, 35.2191235059761, 34.71337579617834, 34.526650755767704, 32.35294117647059, 35.66322478157268, 33.65079365079365, 32.513877874702615, 34.54833597464342, 33.729216152019006, 34.335443037974684, 34.62450592885376, 34.67614533965245, 34.333070244672456, 34.463722397476346, 32.860520094562645, 33.70078740157481, 34.61841070023603, 32.94025157232704, 33.228593872741556, 30.926216640502357, 32.70588235294118, 32.05329153605015, 32.26311667971809, 34.42879499217527, 31.118060985144645, 32.421875, 32.86494925839188, 34.24336973478939, 32.813717848791896, 32.476635514018696, 33.929961089494164, 33.28149300155521, 32.634032634032636, 34.161490683229815, 33.82467028704422, 32.55813953488372, 36.94810224632068, 31.501547987616096, 34.72544470224285, 34.08037094281298, 33.97683397683397, 33.25617283950617, 34.46414803392444, 30.739599383667183, 36.25866050808314, 33.76923076923077, 33.20522674865488, 32.87250384024578, 34.84267075978511, 31.82515337423313, 33.10344827586207, 32.618683001531394, 31.752104055087987, 33.94495412844037, 33.84262796027502, 34.88549618320611, 30.434782608695656, 32.85060975609756, 34.12033511043412, 33.4855403348554, 32.39543726235741, 32.75075987841946, 36.370539104024296, 33.8391502276176, 32.97952994692949, 32.34848484848485, 32.92959878879637, 34.41754916792738, 34.69387755102041, 33.610271903323266, 32.15094339622642, 34.91704374057315, 33.98643556895252, 33.28313253012048, 33.03235515425132, 33.308270676691734, 31.8557475582269, 31.756756756756754, 31.732933233308323, 33.733133433283356, 35.73033707865169, 30.83832335329341, 31.63799551234106, 32.436472346786246, 33.457804331590744, 34.55223880597015, 34.60104399701715, 32.11624441132638, 32.61355174981385, 32.8125, 32.4907063197026, 34.10104011887073, 33.33333333333333, 34.64391691394659, 33.80281690140845, 32.96296296296296, 32.56846780162842, 34.09763313609467, 32.742054693274206, 32.42245199409158, 34.83394833948339, 32.448377581120944, 32.277081798084005, 31.590574374079527, 33.84841795437822, 32.57352941176471, 32.62307127112417, 34.140969162995596, 33.308877476155544, 33.87096774193548, 35.018315018315015, 32.650073206442165, 33.430870519385515, 31.067251461988306, 33.30898466033601, 32.846715328467155, 32.60393873085339, 33.309037900874635, 33.94027676620539, 31.58660844250364, 31.927272727272726, 34.375, 32.60711692084241, 33.744557329462985, 33.212472806381435, 33.405797101449274, 31.71614771904417, 34.9493487698987, 32.610267534345624, 34.82658959537572, 33.86281588447653, 32.25108225108225, 32.732516222062, 34.72622478386167, 31.749460043196542, 34.60431654676259, 33.64485981308411, 33.4051724137931, 31.51471643933956, 35.294117647058826, 34.26523297491039, 34.95702005730659, 33.92984967788117, 31.902718168812587, 35.025017869907074, 32.357142857142854, 33.33333333333333, 32.73894436519258, 35.3528153955809, 32.97720797720798, 35.444839857651246, 35.34850640113798, 32.054015636105184, 34.51704545454545, 32.434350603264726, 31.20567375886525, 33.805811481218996, 32.64872521246459, 33.89950460014155, 35.21923620933522, 33.56890459363957, 34.03954802259887, 33.87438249823571, 34.41466854724965, 35.095137420718814, 31.690140845070424, 35.25686136523575, 32.77074542897328, 34.01264933239634, 33.98876404494382, 33.54385964912281, 33.38008415147265, 34.40784863349685, 34.2436974789916, 33.1000699790063, 32.79720279720279, 31.93570929419986, 31.843575418994412, 33.98464759246336, 34.37935843793584, 33.5191637630662, 32.86908077994429, 33.12456506610995, 33.79694019471488, 34.746351633078525, 30.277777777777775, 33.03261623872311, 32.940360610263525, 33.125433125433126, 36.21883656509695, 37.09342560553633, 34.716459197786996, 33.6558396682792, 36.187845303867405, 32.71221532091098, 34.3448275862069, 33.63197794624397, 33.95316804407714, 33.24156916724019, 31.84319119669876, 33.53951890034364, 33.4478021978022, 33.2875772134523, 34.224965706447186, 31.871144619602465, 34.178082191780824, 34.01779603011636, 32.69493844049248, 31.989063568010938, 33.33333333333333, 33.92491467576792, 34.58390177353343, 31.083844580777097, 31.539509536784742, 34.853641933287946, 34.08163265306122, 32.426920462270566, 32.13315217391305, 31.50033944331297, 32.4966078697422, 35.79661016949153, 34.21409214092141, 33.243060257278266, 30.717185385656293, 32.18390804597701, 34.45945945945946, 32.545577312626605, 28.947368421052634, 34.38975050573163, 37.19676549865229, 33.73737373737374, 33.37819650067295, 31.87626092804304, 35.752688172043015, 33.91537944929483, 30.201342281879196, 31.857813547954393, 33.847184986595174, 30.877427997320833, 32.1285140562249, 33.51170568561873, 33.48930481283423, 32.39812959251837, 34.64619492656876, 33.28885923949299, 34, 34.24383744170553, 33.55525965379494, 32.13572854291417, 33.77659574468085, 35.61461794019933, 32.27091633466135, 33.045786330457865, 34.748010610079575, 33.20079522862823, 32.71523178807947, 33.090668431502316, 31.67989417989418, 34.17052214144085, 32.76089828269485, 33.33333333333333, 33.24538258575198, 34.54185893210283, 32.54281949934124, 32.85055957867018, 33.421052631578945, 33.46482577251808, 33.31143232588699, 33.4865397242285, 34.05511811023622, 34.557377049180324, 34.796854521625164, 37.262606417812705, 33.1151832460733, 33.02812295618051, 32.549019607843135, 33.76877857609406, 32.89817232375979, 32.615786040443574, 33.116036505867015, 33.09446254071661, 35.48177083333333, 33.897202342225114, 34.980494148244475, 35.15269655620533, 32.72727272727273, 35.23685918234912, 32.87937743190661, 31.108230719377833, 33.29015544041451, 33.46278317152104, 32.72962483829237, 31.868131868131865, 33.91472868217054, 33.31181407359587, 31.93548387096774, 32.30174081237911, 33.698453608247426, 34.06310367031552, 35.521235521235525, 33.826366559485535, 33.9974293059126, 32.88375080282594, 34.27471116816431, 32.2001282873637, 34.294871794871796, 33.6322869955157, 33.226632522407165, 33.90914907229686, 33.43989769820972, 31.884984025559106, 31.60919540229885, 32.929164007657945, 32.33418367346938, 33.01465901848311, 33.31210191082803, 35.07320178230427, 32.88804071246819, 33.82072472981564, 33.481575603557815, 32, 31.5989847715736, 34.17882054533925, 32.44613434727503, 31.792273590880306, 33.35443037974684, 36.30613535736875, 33.1858407079646, 34.175615919140874, 31.88131313131313, 33.8801261829653, 32.849936948297604, 32.136105860113425, 34.068010075566754, 32.78791692888609, 33.459119496855344, 32.55813953488372, 31.59547738693467, 33.01946013810421, 31.493099121706397, 35.92476489028213, 34.58646616541353, 32.24796493425172, 31.977471839799747, 35.522201375859915, 34.125, 33.166770768269835, 34.644194756554306, 33.81160324391765, 35.47381546134664, 32.64797507788162, 32.06724782067248, 34.03858120721842, 30.907960199004975, 33.06401491609696, 32.98136645962733, 34.20235878336437, 32.5682382133995, 33.7879727216367, 34.26270136307311, 32.50773993808049, 32.98267326732673, 32.96227581941867, 35.228677379480835, 31.315626930203827, 32.96296296296296, 33.49784083898828, 31.381011097410607, 34.13431916204559, 33.189655172413794, 32.61538461538461, 33.456334563345635, 34.910878918254454, 32.86240786240786, 33.4561080417434, 31.349693251533743, 34.15082771305947, 34.681372549019606, 31.659522351500307, 33.53733170134639, 31.62079510703364, 33.74083129584352, 35.06414172266341, 36.385836385836384, 34.04514948139109, 33.35365853658537, 34.003656307129795, 33.49573690621194, 33.77967133292757, 34.367396593673966, 33.981762917933125, 33.29283110571081, 33.51548269581057, 33.37378640776699, 33.5961188599151, 34.303030303030305, 33.37371290127196, 33.837772397094426, 33.8777979431337, 32.345828295042324, 33.716012084592144, 32.669082125603865, 32.77006638503319, 32.14716525934861, 30.560578661844485, 33.855421686746986, 33.353401565322095, 31.768953068592058, 33.794347564642216, 32.99278846153847, 35.07507507507508, 33.31332533013205, 31.493701259748054, 34.77218225419664, 32.95386458957459, 35.1497005988024, 32.07660083782166, 33.85167464114833, 35.385534967124926, 34.587813620071685, 32.059701492537314, 32.63723150357995, 33.09481216457961, 34.32657926102503, 33.948779035139964, 33.80952380952381, 33.8488994646044, 34.06658739595719, 34.22459893048128, 32.8978622327791, 34.718100890207715, 33.392645314353494, 34.321280379371665, 31.69431279620853, 33.33333333333333, 32.544378698224854, 34.121821407451215, 33.74704491725768, 35.02658003544005, 30.637544273907913, 34.33628318584071, 32.66509433962264, 34.001178550383024, 31.330977620730273, 34.60859329017069, 32.588235294117645, 34.33274544385655, 30.904817861339602, 34.468584850264236, 35.328638497652584, 31.964809384164223, 34.11488862837045, 29.349736379613354, 33.48946135831382, 34.58162668227033, 33.099415204678365, 33.89830508474576, 32.82710280373832, 33.39171044950379, 34.42240373395566, 33.00291545189504, 32.98368298368298, 31.857891671520093, 31.31548311990687, 34.96218731820826, 34.651162790697676, 32.248692620569436, 33.79790940766551, 33.66221706326175, 33.70069605568445, 34.55072463768116, 34.35689455388181, 32.42617255356109, 34.20138888888889, 34.18160786581839, 32.080924855491325, 33.33333333333333, 32.67898383371824, 31.852279284477785, 34.02537485582468, 32.50720461095101, 33.23732718894009, 33.0454807138745, 34.11967779056387, 33.81253594019552, 32.758620689655174, 34.80758184951178, 32.20436280137773, 33.218588640275385, 36.12385321100918, 36.38968481375358, 32.531500572737684, 32.22667429879794, 33.58123569794051, 34.19096626643797, 33.42857142857143, 31.29640205596802, 34.1324200913242, 33.42840844266971, 31.356898517673887, 33.219373219373225, 33.59908883826879, 33.01081388730791, 31.456200227531284, 31.438317225696416, 33.23863636363637, 33.16297558205565, 34.222474460839955, 32.78502552467385, 35.600907029478456, 33.54107648725213, 34.14496036240091, 33.106960950764005, 33.76696832579186, 32.44771057094404, 32.994350282485875, 33.31451157538114, 33.57787810383747, 33.107727016356456, 32.18714768883878, 33.52112676056338, 34.29054054054054, 34.49634214969049, 34.983127109111365, 33.726812816188875, 33.20224719101124, 34.081976417742844, 31.200897867564535, 33.59506449803701, 35.76233183856502, 34.11764705882353, 32.92273236282195, 33.6317851147174, 32.5503355704698, 33.53828954723309, 36.312849162011176, 32.663316582914575, 34.877232142857146, 33.90964863357501, 31.88405797101449, 33.03621169916435, 33.01781737193764, 32.832498608792434, 34.03781979977753, 32.24013340744858, 33.77777777777778, 32.31538034425319, 34.12874583795782, 34.33166943982251, 33.03769401330377, 33.46260387811634, 34.49612403100775, 33.42556723851688, 33.573008849557525, 33.056937534549476, 32.15469613259668, 31.308669243511872, 32.50551876379691, 33.75620518477661, 31.146637265711135, 33.66391184573003, 33.31497797356828, 32.801320858558064, 32.3982398239824, 32.65530511269928, 32.08791208791209, 33.55299286106535, 35.62019758507135, 35.106966538672516, 33.33333333333333, 31.232876712328768, 32.53012048192771, 33.004926108374384, 33.97155361050328, 33.78895571350465, 32.295081967213115, 32.87820862916439, 32.25982532751092, 32.296781232951446, 32.00654307524536, 35.14986376021799, 32.62527233115469, 32.55307566684812, 33.67791077257889, 34.3121261555193, 31.90217391304348, 33.731667571971755, 32.95331161780673, 32.28431904503527, 33.6767895878525, 32.52032520325203, 34.019501625135426, 31.023280996210072, 32.900432900432904, 34.072471606273666, 32.27027027027027, 31.49648838465694, 32.01943844492441, 33.02752293577982, 34.84358144552319, 34.932614555256066, 33.189655172413794, 33.764135702746366, 32.45425188374597, 32.22162452931684, 35.16129032258065, 31.703385276732938, 31.310418904403868, 32.47450348899624, 33.69098712446352, 33.19034852546917, 34.08360128617363, 31.708623460096412, 32.22698072805139, 33.547351524879616, 33.850267379679146, 31.74772848743987, 33.76068376068376, 32.995194874532835, 32.230522945570975, 34.239999999999995, 32.24946695095949, 31.752797016515714, 32.32161874334398, 32.517296434273554, 32.234042553191486, 32.16374269005848, 32.99681190223167, 35.156664896441846, 36.146496815286625, 33.633952254641905, 34.199363732767765, 34.287228404875464, 31.302966101694917, 34.621492853361566, 32.43386243386243, 34.21470121628768, 32.241014799154335, 32.38246170100369, 32.312565997888065, 33.3509234828496, 32.278481012658226, 31.839746968898258, 33.667017913593256, 33.228014744602426, 32.578947368421055, 33.2982640715413, 31.28286014721346, 34.104046242774565, 32.983193277310924, 34.960629921259844, 32.686253934942286, 33.50812794965915, 34.74842767295597, 34.20639078051336, 31.308900523560208, 32.967032967032964, 31.276150627615063, 30.371144798745426, 33.01985370950889, 32.42819843342036, 32.35908141962422, 36.098069900886806, 33.73305526590198, 31.891610213652942, 33.177083333333336, 33.31598125976054, 35.119667013527575, 33.33333333333333, 31.80873180873181, 33.246753246753244, 32.242990654205606, 32.12247016087182, 32.002074688796675, 32.91861067910835, 32.90155440414508, 31.020196789228375, 33.38509316770186, 33.41955509570616, 32.264736297828335, 34.315245478036175, 34.40082644628099, 34.33144037170883, 34.88132094943241, 34.03816400206292, 33.55670103092783, 33.127253992787224, 32.90422245108136, 34.89449305198147, 34.516460905349795, 33.2133676092545, 33.76156217882836, 35.2336928608115, 33.880903490759756, 34.83837865572088, 34.05128205128205, 33.93131727319324, 33.45286885245902, 32.00204813108039, 36.642784032753326, 34.731457800511514, 34.86707566462168, 32.54982115482882, 35.90398365679264, 33.74170495150587, 32.95918367346939, 33.6562978072412, 34.96432212028542, 33.57106469689251, 34.877800407331975, 36.1323155216285, 33.31637843336724, 34.46873411286223, 33.58739837398374, 33.82427628237684, 32.89340101522843, 33.02891933028919, 34.88843813387424, 32.64064875823619, 33.18135764944275, 31.39240506329114, 32.6417004048583, 32.67577137076378, 32.20424671385238, 33.046993431025776, 32.37373737373737, 32.71075214538112, 33.8042381432896, 34.34190620272315, 33.66935483870967, 33.40050377833753, 33.7361530715005, 32.964267740312025, 35.01006036217304, 31.62393162393162, 33.015075376884425, 31.943746860873933, 34.53815261044177, 34.37029603612644, 31.995987963891675, 31.929824561403507, 31.913827655310623, 32.198297446169256, 33.83383383383383, 36.16808404202101, 33.85 ], "z": [ 100, 0, 66.66666666666666, 50, 100, 66.66666666666666, 85.71428571428571, 62.5, 66.66666666666666, 90, 63.63636363636363, 83.33333333333334, 84.61538461538461, 71.42857142857143, 73.33333333333333, 81.25, 70.58823529411765, 77.77777777777779, 63.1578947368421, 65, 52.38095238095239, 54.54545454545454, 91.30434782608695, 66.66666666666666, 68, 69.23076923076923, 59.25925925925925, 53.57142857142857, 75.86206896551724, 70, 64.51612903225806, 56.25, 72.72727272727273, 70.58823529411765, 68.57142857142857, 72.22222222222221, 64.86486486486487, 63.1578947368421, 66.66666666666666, 70, 63.41463414634146, 73.80952380952381, 67.44186046511628, 61.36363636363637, 62.22222222222222, 65.21739130434783, 72.3404255319149, 68.75, 71.42857142857143, 54, 54.90196078431373, 80.76923076923077, 69.81132075471697, 62.96296296296296, 63.63636363636363, 62.5, 57.89473684210527, 72.41379310344827, 62.71186440677966, 71.66666666666667, 68.85245901639344, 58.06451612903226, 68.25396825396825, 67.1875, 60, 75.75757575757575, 65.67164179104478, 66.17647058823529, 68.11594202898551, 60, 67.6056338028169, 59.72222222222222, 72.6027397260274, 64.86486486486487, 64, 82.89473684210526, 49.35064935064935, 61.53846153846154, 64.55696202531645, 63.74999999999999, 70.37037037037037, 62.19512195121951, 71.08433734939759, 66.66666666666666, 72.94117647058823, 73.25581395348837, 65.51724137931035, 57.95454545454546, 68.53932584269663, 72.22222222222221, 62.637362637362635, 65.21739130434783, 66.66666666666666, 64.8936170212766, 54.736842105263165, 67.70833333333334, 60.824742268041234, 66.3265306122449, 72.72727272727273, 78, 66.33663366336634, 67.64705882352942, 66.99029126213593, 75, 60, 69.81132075471697, 71.96261682242991, 66.66666666666666, 72.47706422018348, 59.09090909090909, 60.36036036036037, 65.17857142857143, 67.2566371681416, 65.78947368421053, 65.21739130434783, 66.37931034482759, 64.95726495726495, 72.03389830508475, 65.54621848739495, 69.16666666666667, 66.94214876033058, 52.459016393442624, 69.10569105691057, 65.32258064516128, 59.199999999999996, 69.84126984126983, 70.07874015748031, 64.0625, 67.44186046511628, 66.92307692307692, 61.06870229007634, 61.36363636363637, 72.93233082706767, 72.38805970149254, 64.44444444444444, 61.76470588235294, 64.96350364963503, 63.76811594202898, 70.50359712230215, 63.57142857142857, 71.63120567375887, 69.71830985915493, 67.83216783216784, 67.36111111111111, 65.51724137931035, 65.75342465753424, 72.10884353741497, 67.56756756756756, 69.12751677852349, 62.66666666666667, 74.83443708609272, 65.78947368421053, 65.359477124183, 65.5844155844156, 65.16129032258064, 66.66666666666666, 62.42038216560509, 68.35443037974683, 70.44025157232704, 71.25, 73.29192546583852, 63.580246913580254, 61.963190184049076, 66.46341463414635, 68.48484848484848, 67.46987951807229, 65.26946107784431, 69.64285714285714, 67.45562130177515, 66.47058823529412, 72.51461988304094, 61.04651162790697, 60.115606936416185, 63.793103448275865, 68, 60.79545454545454, 71.75141242937853, 64.04494382022472, 69.83240223463687, 63.888888888888886, 60.22099447513812, 67.58241758241759, 65.02732240437157, 67.3913043478261, 61.62162162162163, 62.903225806451616, 60.962566844919785, 63.829787234042556, 67.1957671957672, 70.52631578947368, 68.58638743455498, 67.1875, 67.35751295336787, 69.58762886597938, 65.12820512820512, 65.81632653061224, 67.51269035532995, 64.14141414141415, 68.34170854271356, 66.5, 66.66666666666666, 63.366336633663366, 73.89162561576354, 72.05882352941177, 68.29268292682927, 62.13592233009708, 70.04830917874396, 68.26923076923077, 67.46411483253588, 71.42857142857143, 69.19431279620854, 65.56603773584906, 62.441314553990615, 61.21495327102804, 63.72093023255814, 67.5925925925926, 64.97695852534562, 70.18348623853211, 70.31963470319634, 62.727272727272734, 64.25339366515837, 67.56756756756756, 67.71300448430493, 66.96428571428571, 69.33333333333334, 67.2566371681416, 70.04405286343612, 66.66666666666666, 68.12227074235808, 71.30434782608695, 61.038961038961034, 67.24137931034483, 60.08583690987125, 70.94017094017094, 61.702127659574465, 62.71186440677966, 64.55696202531645, 63.4453781512605, 66.10878661087865, 65.83333333333333, 66.80497925311202, 63.22314049586777, 67.07818930041152, 63.114754098360656, 66.12244897959184, 65.85365853658537, 65.58704453441295, 66.53225806451613, 73.09236947791165, 62.4, 68.12749003984064, 65.47619047619048, 62.450592885375485, 65.74803149606299, 70.19607843137254, 60.9375, 66.9260700389105, 65.50387596899225, 67.95366795366795, 68.07692307692308, 64.36781609195403, 70.22900763358778, 68.44106463878326, 66.66666666666666, 66.0377358490566, 60.526315789473685, 69.66292134831461, 67.16417910447761, 65.05576208178438, 66.2962962962963, 69.00369003690037, 68.38235294117648, 67.76556776556777, 65.69343065693431, 63.272727272727266, 64.4927536231884, 68.23104693140795, 64.38848920863309, 64.15770609318996, 65.71428571428571, 67.97153024911033, 63.12056737588653, 65.7243816254417, 70.07042253521126, 70.17543859649122, 67.48251748251748, 63.06620209059234, 68.05555555555556, 66.08996539792388, 64.13793103448275, 67.35395189003437, 56.5068493150685, 63.48122866894198, 67.68707482993197, 68.8135593220339, 63.17567567567568, 65.65656565656566, 71.47651006711409, 66.88963210702342, 64, 70.09966777408638, 68.87417218543047, 66.006600660066, 68.0921052631579, 68.1967213114754, 66.01307189542483, 65.47231270358306, 67.20779220779221, 69.57928802588997, 64.19354838709678, 64.63022508038586, 66.98717948717949, 63.897763578274756, 70.06369426751591, 62.53968253968254, 62.0253164556962, 66.24605678233438, 69.18238993710692, 65.51724137931035, 63.74999999999999, 69.78193146417445, 68.01242236024845, 67.80185758513932, 61.72839506172839, 69.23076923076923, 66.56441717791411, 67.2782874617737, 65.2439024390244, 67.47720364741642, 63.93939393939394, 65.86102719033232, 63.25301204819277, 61.56156156156156, 67.66467065868264, 67.16417910447761, 65.17857142857143, 70.62314540059347, 67.75147928994083, 64.60176991150442, 68.23529411764706, 68.32844574780059, 70.17543859649122, 65.88921282798835, 64.53488372093024, 68.11594202898551, 66.47398843930635, 63.68876080691642, 66.95402298850574, 65.61604584527221, 66, 70.37037037037037, 64.77272727272727, 66.85552407932012, 67.79661016949152, 65.35211267605634, 66.01123595505618, 65.82633053221288, 67.87709497206704, 70.75208913649024, 68.33333333333333, 68.14404432132964, 64.08839779005525, 69.14600550964187, 73.62637362637363, 73.42465753424658, 68.5792349726776, 68.66485013623979, 69.56521739130434, 71.27371273712737, 65.94594594594595, 70.61994609164421, 66.39784946236558, 65.41554959785523, 67.37967914438502, 63.46666666666667, 65.95744680851064, 62.3342175066313, 68.78306878306879, 63.58839050131926, 69.21052631578948, 67.45406824146981, 66.75392670157068, 70.23498694516971, 62.5, 66.49350649350649, 67.61658031088082, 65.63307493540051, 63.65979381443299, 67.86632390745501, 66.15384615384615, 69.0537084398977, 68.36734693877551, 63.358778625954194, 66.75126903553299, 67.34177215189874, 66.41414141414141, 69.0176322418136, 69.09547738693468, 69.17293233082707, 64.75, 64.58852867830423, 67.16417910447761, 66.00496277915633, 68.06930693069307, 63.95061728395062, 61.330049261083744, 66.83046683046683, 63.48039215686274, 65.03667481662592, 70, 69.34306569343066, 69.1747572815534, 72.88135593220339, 71.01449275362319, 66.02409638554217, 66.82692307692307, 64.74820143884892, 67.22488038277513, 63.48448687350835, 63.095238095238095, 67.2209026128266, 69.19431279620854, 66.66666666666666, 70.99056603773585, 67.76470588235294, 62.676056338028175, 66.27634660421545, 66.1214953271028, 65.03496503496503, 68.37209302325581, 68.67749419953596, 64.81481481481481, 65.81986143187068, 67.74193548387096, 68.73563218390805, 64.6788990825688, 67.50572082379863, 65.98173515981736, 70.3872437357631, 64.54545454545455, 66.89342403628117, 64.70588235294117, 65.46275395033861, 64.86486486486487, 68.08988764044945, 69.28251121076234, 62.19239373601789, 65.625, 65.92427616926503, 67.11111111111111, 68.29268292682927, 67.03539823008849, 65.78366445916114, 68.5022026431718, 69.89010989010988, 69.07894736842105, 66.73960612691467, 64.62882096069869, 66.23093681917211, 63.69565217391304, 68.11279826464208, 65.36796536796537, 64.36285097192224, 68.75, 65.16129032258064, 67.38197424892704, 65.95289079229121, 67.09401709401709, 65.45842217484008, 64.68085106382979, 68.15286624203821, 68.85593220338984, 65.96194503171247, 64.76793248945147, 66.94736842105263, 64.91596638655463, 64.57023060796647, 67.15481171548117, 68.6847599164927, 63.95833333333333, 70.06237006237006, 66.80497925311202, 67.90890269151139, 63.42975206611571, 68.24742268041237, 66.0493827160494, 65.29774127310061, 71.51639344262296, 65.439672801636, 70, 69.85743380855396, 67.27642276422763, 65.92292089249493, 66.39676113360325, 70.3030303030303, 69.95967741935483, 67.6056338028169, 64.2570281124498, 69.13827655310621, 67.2, 68.06387225548902, 67.33067729083665, 68.58846918489066, 65.87301587301587, 67.52475247524752, 66.600790513834, 69.23076923076923, 69.29133858267717, 67.58349705304518, 64.11764705882354, 64.38356164383562, 64.84375, 70.76023391812866, 64.2023346303502, 66.40776699029126, 66.27906976744185, 64.21663442940039, 67.56756756756756, 67.4373795761079, 68.65384615384616, 64.10748560460652, 63.02681992337165, 69.98087954110899, 67.17557251908397, 65.71428571428571, 68.44106463878326, 62.428842504743834, 67.8030303030303, 65.02835538752363, 68.86792452830188, 64.21845574387947, 67.66917293233082, 66.60412757973734, 66.10486891385767, 66.35514018691589, 68.47014925373134, 69.27374301675978, 67.84386617100373, 67.71799628942486, 64.81481481481481, 67.28280961182995, 68.81918819188192, 72.74401473296501, 70.22058823529412, 66.05504587155964, 65.2014652014652, 64.71663619744058, 66.24087591240875, 71.40255009107467, 66.72727272727272, 67.69509981851179, 65.21739130434783, 65.64195298372513, 69.67509025270758, 68.82882882882882, 65.64748201438849, 68.2226211849192, 67.38351254480287, 67.97853309481216, 69.28571428571428, 66.1319073083779, 64.05693950177937, 66.42984014209591, 67.90780141843972, 69.02654867256636, 68.19787985865725, 69.66490299823633, 70.59859154929578, 65.5536028119508, 66.66666666666666, 66.19964973730298, 64.6853146853147, 68.23734729493893, 67.24738675958189, 69.56521739130434, 65.27777777777779, 68.97746967071056, 67.1280276816609, 68.39378238341969, 67.06896551724138, 70.05163511187608, 66.49484536082474, 67.58147512864494, 68.4931506849315, 68.03418803418803, 66.21160409556313, 68.99488926746167, 67.85714285714286, 68.59083191850594, 66.61016949152543, 65.14382402707277, 66.38513513513513, 68.8026981450253, 65.82491582491582, 66.890756302521, 65.77181208053692, 69.84924623115577, 67.55852842809364, 64.27378964941569, 66.83333333333333, 69.05158069883528, 66.44518272425249, 64.6766169154229, 66.88741721854305, 64.62809917355372, 65.67656765676567, 65.40362438220758, 67.26973684210526, 66.00985221674877, 68.85245901639344, 68.90343698854338, 64.05228758169935, 66.88417618270799, 66.12377850162866, 68.45528455284553, 65.42207792207793, 66.77471636952998, 65.37216828478964, 65.4281098546042, 66.61290322580645, 67.4718196457327, 65.7556270096463, 67.57624398073835, 67.78846153846155, 65.60000000000001, 68.370607028754, 67.46411483253588, 69.7452229299363, 62.16216216216216, 63.96825396825396, 65.9270998415214, 67.5632911392405, 69.66824644549763, 67.35015772870663, 63.622047244094496, 68.08176100628931, 67.3469387755102, 64.42006269592476, 68.23161189358372, 70.625, 67.08268330733229, 66.1993769470405, 67.18506998444789, 66.14906832298136, 67.75193798449612, 66.56346749226006, 66.46058732612056, 66.66666666666666, 66.10169491525424, 64.61538461538461, 66.20583717357911, 68.55828220858896, 68.1470137825421, 66.5137614678899, 67.17557251908397, 67.07317073170732, 65.90563165905633, 65.34954407294833, 66.1608497723824, 64.39393939393939, 67.0196671709531, 66.91842900302115, 66.51583710407239, 65.51204819277109, 68.57142857142857, 67.86786786786787, 61.76911544227887, 65.5688622754491, 66.3677130044843, 67.46268656716417, 66.46795827123697, 69.04761904761905, 69.39078751857355, 68.84272997032642, 68.44444444444444, 65.97633136094674, 64.84490398818316, 64.30678466076697, 63.47569955817378, 63.8235294117647, 63.582966226138026, 66.71554252199414, 64.86090775988286, 64.47368421052632, 68.02919708029196, 65.59766763848397, 65.93886462882097, 66.71511627906976, 65.89259796806967, 65.94202898550725, 65.8465991316932, 64.30635838150289, 65.36796536796537, 68.44380403458213, 64.46043165467626, 62.06896551724138, 66.85796269727403, 70.77363896848138, 64.8068669527897, 70.42857142857143, 67.04707560627675, 70.08547008547008, 67.56756756756756, 67.61363636363636, 66.09929078014184, 64.87252124645893, 66.33663366336634, 64.26553672316385, 67.98307475317348, 66.90140845070422, 69.19831223628692, 67.83707865168539, 63.67461430575035, 62.88515406162465, 67.97202797202797, 67.45810055865921, 69.31659693165969, 65.59888579387186, 68.2892906815021, 62.77777777777778, 69.62552011095701, 68.00554016620498, 69.0179806362379, 69.06077348066299, 68.27586206896552, 68.04407713498622, 68.08803301237964, 64.83516483516483, 65.29492455418381, 64.38356164383562, 65.80027359781123, 67.21311475409836, 68.21282401091405, 67.0299727520436, 67.21088435374149, 66.71195652173914, 68.11397557666214, 69.78319783197831, 67.38836265223274, 62.83783783783784, 64.91228070175438, 66.71159029649596, 69.3135935397039, 69.6236559139785, 67.6510067114094, 65.14745308310992, 67.46987951807229, 64.70588235294117, 68.35781041388518, 68, 64.58055925432757, 66.88829787234043, 63.47941567065073, 68.83289124668434, 69.00662251655629, 68.12169312169311, 67.37120211360634, 64.24802110817942, 63.37285902503294, 68.8157894736842, 68.85676741130092, 66.92913385826772, 68.67627785058977, 66.09947643979058, 64.9673202614379, 66.4490861618799, 66.10169491525424, 64.453125, 67.62028608582574, 64.41558441558442, 64.98054474708171, 66.96891191709845, 66.6235446313066, 69.76744186046511, 67.0967741935484, 66.1082474226804, 68.08236808236808, 65.55269922879178, 68.29268292682927, 67.56410256410257, 69.65428937259924, 63.68286445012787, 66.02809706257982, 65.68877551020408, 68.6624203821656, 67.17557251908397, 65.31130876747142, 66.75126903553299, 70.46894803548795, 67.21518987341773, 68.14159292035397, 66.41414141414141, 65.19546027742749, 70.90680100755668, 66.66666666666666, 65.57788944723619, 64.61731493099123, 67.91979949874687, 68.08510638297872, 69, 67.04119850187266, 68.45386533665835, 63.387297633872976, 68.53233830845771, 65.59006211180125, 63.27543424317618, 67.90582403965304, 64.48019801980197, 64.40049443757727, 69.75308641975309, 65.5980271270037, 64.5320197044335, 66.54366543665436, 66.58476658476658, 67.36196319018404, 65.80882352941177, 66.09547123623011, 65.40342298288509, 67.52136752136752, 65.3658536585366, 67.96589524969549, 66.78832116788321, 66.22114216281896, 67.1116504854369, 64.96969696969697, 67.67554479418885, 64.32889963724304, 64.61352657004831, 68.15440289505428, 70.24096385542168, 63.05655836341757, 69.23076923076923, 64.58583433373349, 68.5851318944844, 66.82634730538922, 65.311004784689, 65.47192353643968, 66.34844868735084, 67.22288438617402, 66.42857142857143, 66.70630202140309, 66.7458432304038, 67.49703440094899, 66.11374407582939, 69.70414201183432, 65.72104018912529, 64.69893742621015, 66.98113207547169, 68.31566548881037, 66.82352941176471, 67.45005875440658, 65.72769953051643, 65.53341148886284, 68.0327868852459, 65.38011695906432, 65.42056074766354, 66.86114352392065, 65.61771561771562, 66.9383003492433, 65.34883720930232, 67.71196283391406, 67.74941995359629, 65.35341830822712, 67.47685185185185, 66.1271676300578, 66.62817551963049, 68.16608996539793, 66.58986175115207, 69.04487917146145, 69.6551724137931, 70.1492537313433, 65.71100917431193, 66.32302405498281, 68.3066361556064, 65.82857142857142, 66.43835616438356, 70.1254275940707, 69.81776765375855, 66.78043230944255, 67.27272727272727, 68.55845629965948, 67.23356009070295, 64.09966024915063, 65.83710407239819, 67.68361581920904, 67.38148984198645, 66.06538895152198, 66.1036036036036, 68.50393700787401, 66.62921348314606, 70.70707070707071, 68.16143497757847, 66.85330347144458, 66.33109619686802, 66.70391061452514, 68.19196428571429, 66.10925306577481, 66.48106904231625, 65.51724137931035, 67.55555555555556, 62.15316315205327, 65.6319290465632, 67.33111849390919, 65.2654867256637, 68.83977900552486, 65.56291390728477, 65.9316427783903, 68.6123348017621, 68.31683168316832, 65.93406593406593, 66.08122941822174, 65.78947368421053, 65.49835706462213, 63.89496717724289, 67.75956284153006, 66.0480349344978, 67.72082878953108, 66.33986928104575, 70.83786724700761, 64.02173913043478, 67.53528773072746, 69.63123644251627, 64.03033586132177, 68.83116883116884, 68.64864864864865, 67.3866090712743, 68.28478964401295, 66.70258620689656, 68.2454251883746, 65.91397849462366, 65.3061224489796, 65.55793991416309, 66.66666666666666, 67.6659528907923, 65.56149732620321, 64.52991452991454, 67.2358591248666, 67.80383795309169, 67.62513312034079, 67.5531914893617, 64.82465462274176, 64.22505307855626, 64.68716861081654, 67.58474576271186, 67.08994708994709, 67.44186046511628, 65.36430834213304, 65.50632911392405, 65.33192834562698, 67.57894736842105, 67.82334384858044, 68.27731092436974, 68.9401888772298, 67.61006289308176, 68.48167539267016, 66.31799163179917, 66.87565308254963, 66.80584551148226, 69.23879040667362, 67.1875, 65.76482830385015, 63.51351351351351, 66.04361370716511, 68.98340248962656, 64.76683937823834, 66.97722567287785, 67.63185108583247, 66.01239669421489, 67.90505675954593, 68.55670103092784, 68.79505664263645, 68.00411522633745, 67.1120246659815, 67.24845995893224, 65.74358974358975, 67.00819672131148, 68.27021494370523, 67.68916155419224, 68.23289070480082, 67.24489795918367, 68.90927624872579, 65.37678207739307, 68.05696846388607, 64.53252032520325, 64.16243654822334, 66.22718052738337, 68.08510638297872, 64.77732793522267, 67.9474216380182, 61.81818181818181, 69.12209889001008, 65.22177419354838, 68.47935548841893, 67.20321931589537, 69.14572864321607, 66.16465863453816, 67.00100300902709, 65.83166332665331, 66.26626626626627, 66.2, 70.92907092907093, 66.56686626746507, 66.50049850448654, 68.22709163346613, 67.16417910447761, 65.70576540755468, 68.61966236345582, 67.85714285714286, 68.48364717542121, 66.13861386138615, 65.97428288822947, 66.99604743083005, 67.81836130306021, 66.46942800788955, 66.99507389162561, 67.1259842519685, 68.92822025565388, 63.359528487229866, 65.16192345436703, 69.41176470588235, 64.05484818805093, 65.26418786692759, 65.29814271749756, 67.28515625, 66.53658536585367, 68.71345029239765, 68.8412852969815, 65.27237354085604, 66.3751214771623, 69.90291262135922, 66.63433559650824, 68.7984496124031, 67.95740561471443, 66.44100580270793, 67.14975845410628, 65.83011583011583, 65.95949855351977, 65.70327552986512, 64.96631376323387, 67.11538461538461, 65.12968299711815, 67.75431861804223, 67.40172579098753, 64.9425287356322, 67.6555023923445, 67.39961759082217, 66.57115568290354, 65.55343511450383, 64.91897044804576, 64.85714285714286, 68.6964795432921, 69.77186311787072, 67.33143399810066, 68.88045540796965, 66.72985781990522, 68.37121212121212, 67.64427625354777, 64.55576559546313, 66.66666666666666, 65.84905660377358, 66.54099905749294, 67.32580037664783, 66.03951081843839, 66.2593984962406, 67.41784037558686, 68.10506566604127, 68.13495782567948, 67.13483146067416, 65.85594013096352, 67.19626168224299, 68.53408029878618, 67.91044776119402, 67.10158434296365, 65.17690875232775, 69.76744186046511, 66.82156133828995, 67.96657381615599, 67.3469387755102, 66.4504170528267, 67.12962962962963, 66.88251618871416, 63.67837338262476, 67.40535549399816, 69.8339483394834, 68.7557603686636, 67.03499079189686, 66.78932842686292, 67.83088235294117, 67.76859504132231, 66.97247706422019, 67.64436296975252, 63.73626373626373, 66.05672461116194, 63.71115173674588, 66.02739726027397, 67.51824817518248, 68.00364630811303, 64.20765027322405, 67.24294813466788, 63.81818181818182, 65.30426884650318, 68.33030852994555, 66.72710788757932, 65.85144927536231, 67.23981900452489, 66.45569620253164, 68.11201445347787, 67.87003610108303, 68.71055004508565, 64.5945945945946, 67.23672367236723, 64.47841726618705, 66.66666666666666, 68.49192100538599, 66.3677130044843, 66.48745519713262, 66.96508504923904, 65.74239713774598, 67.29222520107238, 66.07142857142857, 64.67439785905441, 67.29055258467022, 67.49777382012466, 67.97153024911033, 66.57777777777778, 66.07460035523978, 65.48358473824312, 67.99645390070921, 67.13906111603188, 64.15929203539822, 66.22458001768346, 65.63604240282686, 68.22594880847308, 66.22574955908289, 67.13656387665198, 68.22183098591549, 68.07387862796834, 68.89279437609842, 66.63740122914838, 68.24561403508773, 63.80368098159509, 67.95096322241682, 64.12948381452318, 67.13286713286713, 64.80349344978166, 64.48516579406632, 67.48038360941587, 64.72125435540069, 66.23150565709312, 64.52173913043478, 67.76715899218071, 66.84027777777779, 67.12922810060711, 66.63778162911612, 67.18614718614718, 66.43598615916954, 65.8599827139153, 65.97582037996546, 66.00517687661778, 66.29310344827586, 66.4944013781223, 65.7487091222031, 65.77815993121237, 66.66666666666666, 65.49356223175965, 65.86620926243569, 67.18080548414738, 66.01027397260275, 68.09238665526091, 67.09401709401709, 65.9265584970111, 64.24914675767917, 66.75191815856778, 68.31345826235093, 67.14893617021276, 66.83673469387756, 66.86491079014444, 65.87436332767402, 67.93893129770993, 67.54237288135593, 64.69093988145639, 65.82064297800339, 68.30092983939137, 67.4831081081081, 64.64135021097046, 67.03204047217538, 68.74473462510531, 68.68686868686868, 66.27417998317914, 65.54621848739495, 65.91099916036943, 68.6241610738255, 67.72841575859178, 68.25795644891123, 67.11297071129707, 65.88628762541806, 69.25647451963242, 66.69449081803005, 65.63803169307756, 66.66666666666666, 66.02830974188177, 69.30116472545758, 65.66916043225271, 67.35880398671097, 68.29875518672199, 67.91044776119402, 67.35708367854184, 66.22516556291392, 66.83209263854425, 63.88429752066116, 68.12551610239471, 67.4092409240924, 67.60098928277, 66.14497528830313, 66.5843621399177, 66.77631578947368, 66.6392769104355, 66.00985221674877, 65.46349466776046, 65.98360655737704, 67.4037674037674, 68.08510638297872, 67.94766966475879, 68.4640522875817, 65.22448979591837, 66.31321370309952, 66.42216788916056, 66.69381107491856, 64.5240032546786, 67.96747967479675, 65.80016246953696, 65.09740259740259, 67.47769667477696, 66.6936790923825, 66.96356275303643, 68.6084142394822, 66.12772837510104, 66.07431340872375, 65.29459241323649, 66.04838709677419, 68.25141015310233, 67.06924315619968, 67.98069187449718, 64.30868167202573, 66.5863453815261, 67.89727126805778, 64.39454691259022, 65.5448717948718, 65.41232986389112, 66.16, 66.82653876898482, 65.65495207667732, 68.87470071827615, 66.34768740031897, 64.78087649402391, 65.28662420382165, 65.47334924423231, 67.64705882352942, 64.33677521842732, 66.34920634920634, 67.48612212529738, 65.45166402535658, 66.270783847981, 65.66455696202532, 65.37549407114625, 65.32385466034755, 65.66692975532754, 65.53627760252367, 67.13947990543736, 66.2992125984252, 65.38158929976396, 67.05974842767296, 66.77140612725844, 69.07378335949764, 67.29411764705883, 67.94670846394985, 67.73688332028192, 65.57120500782473, 68.88193901485535, 67.578125, 67.13505074160811, 65.75663026521062, 67.1862821512081, 67.5233644859813, 66.07003891050583, 66.7185069984448, 67.36596736596736, 65.83850931677019, 66.17532971295577, 67.44186046511628, 63.05189775367932, 68.49845201238391, 65.27455529775715, 65.91962905718701, 66.02316602316603, 66.74382716049382, 65.53585196607557, 69.26040061633282, 63.74133949191686, 66.23076923076923, 66.79477325134512, 67.12749615975423, 65.15732924021489, 68.17484662576688, 66.89655172413794, 67.3813169984686, 68.247895944912, 66.05504587155964, 66.15737203972498, 65.11450381679388, 69.56521739130434, 67.14939024390245, 65.87966488956589, 66.5144596651446, 67.60456273764258, 67.24924012158054, 63.6294608959757, 66.1608497723824, 67.02047005307051, 67.65151515151516, 67.07040121120363, 65.58245083207261, 65.3061224489796, 66.38972809667673, 67.84905660377359, 65.08295625942685, 66.01356443104748, 66.71686746987952, 66.96764484574868, 66.69172932330827, 68.1442524417731, 68.24324324324324, 68.26706676669167, 66.26686656671664, 64.26966292134831, 69.16167664670658, 68.36200448765894, 67.56352765321375, 66.54219566840926, 65.44776119402985, 65.39895600298284, 67.88375558867362, 67.38644825018615, 67.1875, 67.5092936802974, 65.89895988112927, 66.66666666666666, 65.3560830860534, 66.19718309859155, 67.03703703703704, 67.43153219837158, 65.90236686390533, 67.2579453067258, 67.57754800590841, 65.16605166051662, 67.55162241887905, 67.72291820191599, 68.40942562592048, 66.15158204562178, 67.4264705882353, 67.37692872887582, 65.85903083700441, 66.69112252384446, 66.12903225806451, 64.98168498168498, 67.34992679355784, 66.56912948061449, 68.93274853801171, 66.69101533966398, 67.15328467153284, 67.39606126914661, 66.69096209912536, 66.05972323379461, 68.41339155749637, 68.07272727272728, 65.625, 67.39288307915758, 66.25544267053701, 66.78752719361857, 66.59420289855072, 68.28385228095583, 65.0506512301013, 67.38973246565438, 65.17341040462428, 66.13718411552347, 67.74891774891775, 67.267483777938, 65.27377521613833, 68.25053995680346, 65.39568345323741, 66.35514018691589, 66.59482758620689, 68.48528356066045, 64.70588235294117, 65.7347670250896, 65.0429799426934, 66.07015032211882, 68.0972818311874, 64.97498213009293, 67.64285714285714, 66.66666666666666, 67.26105563480742, 64.64718460441911, 67.02279202279202, 64.55516014234875, 64.65149359886202, 67.94598436389481, 65.48295454545455, 67.56564939673527, 68.79432624113475, 66.194188518781, 67.3512747875354, 66.10049539985846, 64.78076379066479, 66.43109540636041, 65.96045197740112, 66.12561750176428, 65.58533145275035, 64.90486257928119, 68.30985915492957, 64.74313863476425, 67.22925457102671, 65.98735066760365, 66.01123595505618, 66.45614035087719, 66.61991584852734, 65.59215136650315, 65.75630252100841, 66.89993002099371, 67.2027972027972, 68.06429070580013, 68.15642458100558, 66.01535240753662, 65.62064156206415, 66.4808362369338, 67.1309192200557, 66.87543493389005, 66.20305980528511, 65.25364836692147, 69.72222222222221, 66.96738376127689, 67.05963938973647, 66.87456687456688, 63.78116343490304, 62.90657439446367, 65.283540802213, 66.3441603317208, 63.812154696132595, 67.28778467908903, 65.65517241379311, 66.36802205375602, 66.04683195592287, 66.75843083275981, 68.15680880330123, 66.46048109965635, 66.5521978021978, 66.7124227865477, 65.77503429355282, 68.12885538039754, 65.82191780821918, 65.98220396988364, 67.30506155950752, 68.01093643198907, 66.66666666666666, 66.07508532423209, 65.41609822646657, 68.9161554192229, 68.46049046321527, 65.14635806671205, 65.91836734693878, 67.57307953772943, 67.86684782608695, 68.49966055668703, 67.5033921302578, 64.20338983050847, 65.78590785907859, 66.75693974272173, 69.2828146143437, 67.81609195402298, 65.54054054054053, 67.4544226873734, 71.05263157894737, 65.61024949426837, 62.8032345013477, 66.26262626262627, 66.62180349932704, 68.12373907195696, 64.24731182795699, 66.08462055070518, 69.79865771812081, 68.1421864520456, 66.15281501340483, 69.12257200267918, 67.8714859437751, 66.48829431438126, 66.51069518716578, 67.60187040748164, 65.35380507343123, 66.711140760507, 66, 65.75616255829448, 66.44474034620505, 67.86427145708582, 66.22340425531915, 64.38538205980066, 67.72908366533864, 66.95421366954214, 65.25198938992042, 66.79920477137176, 67.28476821192054, 66.90933156849769, 68.32010582010582, 65.82947785855914, 67.23910171730515, 66.66666666666666, 66.75461741424802, 65.45814106789717, 67.45718050065877, 67.14944042132981, 66.57894736842105, 66.53517422748192, 66.688567674113, 66.51346027577151, 65.94488188976378, 65.44262295081967, 65.20314547837484, 62.737393582187295, 66.8848167539267, 66.97187704381949, 67.45098039215686, 66.23122142390594, 67.1018276762402, 67.38421395955643, 66.88396349413298, 66.9055374592834, 64.51822916666666, 66.10279765777489, 65.01950585175553, 64.84730344379467, 67.27272727272727, 64.76314081765088, 67.12062256809338, 68.89176928062216, 66.70984455958549, 66.53721682847896, 67.27037516170763, 68.13186813186813, 66.08527131782945, 66.68818592640413, 68.06451612903226, 67.69825918762089, 66.30154639175258, 65.93689632968449, 64.47876447876449, 66.17363344051446, 66.00257069408741, 67.11624919717406, 65.72528883183568, 67.7998717126363, 65.7051282051282, 66.3677130044843, 66.77336747759283, 66.09085092770314, 66.56010230179028, 68.1150159744409, 68.39080459770115, 67.07083599234205, 67.66581632653062, 66.9853409815169, 66.68789808917197, 64.92679821769573, 67.1119592875318, 66.17927527018436, 66.51842439644219, 68, 68.4010152284264, 65.82117945466075, 67.55386565272497, 68.2077264091197, 66.64556962025317, 63.69386464263125, 66.8141592920354, 65.82438408085913, 68.11868686868688, 66.1198738170347, 67.15006305170239, 67.86389413988658, 65.93198992443325, 67.21208307111391, 66.54088050314465, 67.44186046511628, 68.40452261306532, 66.98053986189579, 68.50690087829359, 64.07523510971787, 65.41353383458647, 67.75203506574827, 68.02252816020025, 64.47779862414009, 65.875, 66.83322923173017, 65.3558052434457, 66.18839675608234, 64.52618453865337, 67.35202492211837, 67.93275217932752, 65.96141879278157, 69.09203980099502, 66.93598508390305, 67.01863354037268, 65.79764121663563, 67.4317617866005, 66.2120272783633, 65.7372986369269, 67.49226006191951, 67.01732673267327, 67.03772418058132, 64.77132262051916, 68.68437306979617, 67.03703703703704, 66.50215916101172, 68.6189889025894, 65.86568083795441, 66.8103448275862, 67.38461538461539, 66.54366543665436, 65.08912108174555, 67.13759213759214, 66.5438919582566, 68.65030674846626, 65.84917228694053, 65.31862745098039, 68.3404776484997, 66.46266829865361, 68.37920489296636, 66.25916870415648, 64.93585827733659, 63.61416361416361, 65.95485051860891, 66.64634146341464, 65.9963436928702, 66.50426309378807, 66.22032866707242, 65.63260340632603, 66.01823708206686, 66.70716889428918, 66.48451730418944, 66.62621359223301, 66.40388114008489, 65.6969696969697, 66.62628709872804, 66.16222760290556, 66.12220205686631, 67.65417170495768, 66.28398791540786, 67.33091787439614, 67.22993361496681, 67.85283474065139, 69.43942133815551, 66.144578313253, 66.64659843467791, 68.23104693140795, 66.20565243535779, 67.00721153846155, 64.92492492492492, 66.68667466986795, 68.50629874025195, 65.22781774580336, 67.0461354104254, 64.8502994011976, 67.92339916217833, 66.14832535885168, 64.61446503287507, 65.41218637992831, 67.94029850746269, 67.36276849642005, 66.90518783542039, 65.67342073897497, 66.05122096486004, 66.19047619047619, 66.1511005353956, 65.9334126040428, 65.77540106951871, 67.10213776722091, 65.28189910979229, 66.6073546856465, 65.67871962062833, 68.30568720379146, 66.66666666666666, 67.45562130177515, 65.87817859254879, 66.25295508274232, 64.97341996455995, 69.3624557260921, 65.66371681415929, 67.33490566037736, 65.99882144961697, 68.66902237926973, 65.39140670982931, 67.41176470588235, 65.66725455614343, 69.0951821386604, 65.53141514973576, 64.67136150234741, 68.03519061583577, 65.88511137162955, 70.65026362038664, 66.51053864168618, 65.41837331772966, 66.90058479532163, 66.10169491525424, 67.17289719626169, 66.60828955049621, 65.57759626604434, 66.99708454810495, 67.01631701631702, 68.1421083284799, 68.68451688009313, 65.03781268179173, 65.34883720930232, 67.75130737943056, 66.2020905923345, 66.33778293673825, 66.29930394431554, 65.44927536231884, 65.64310544611818, 67.57382744643891, 65.79861111111111, 65.81839213418161, 67.91907514450867, 66.66666666666666, 67.32101616628175, 68.14772071552223, 65.97462514417532, 67.492795389049, 66.76267281105991, 66.9545192861255, 65.88032220943614, 66.18746405980448, 67.24137931034483, 65.19241815048822, 67.79563719862227, 66.7814113597246, 63.87614678899083, 63.61031518624641, 67.46849942726232, 67.77332570120205, 66.4187643020595, 65.80903373356205, 66.57142857142857, 68.70359794403198, 65.8675799086758, 66.5715915573303, 68.6431014823261, 66.78062678062679, 66.4009111617312, 66.9891861126921, 68.54379977246872, 68.56168277430358, 66.76136363636364, 66.83702441794435, 65.77752553916004, 67.21497447532614, 64.39909297052154, 66.45892351274789, 65.85503963759909, 66.893039049236, 66.23303167420815, 67.55228942905596, 67.00564971751413, 66.68548842461885, 66.42212189616254, 66.89227298364354, 67.81285231116122, 66.47887323943662, 65.70945945945947, 65.50365785030951, 65.01687289088865, 66.27318718381113, 66.79775280898876, 65.91802358225716, 68.79910213243546, 66.40493550196298, 64.23766816143498, 65.88235294117646, 67.07726763717805, 66.3682148852826, 67.4496644295302, 66.46171045276691, 63.687150837988824, 67.33668341708542, 65.12276785714286, 66.09035136642498, 68.11594202898551, 66.96378830083566, 66.98218262806236, 67.16750139120758, 65.96218020022246, 67.75986659255142, 66.22222222222223, 67.6846196557468, 65.87125416204216, 65.66833056017748, 66.96230598669624, 66.53739612188365, 65.50387596899225, 66.57443276148312, 66.42699115044249, 66.94306246545052, 67.84530386740332, 68.69133075648813, 67.49448123620309, 66.2437948152234, 68.85336273428886, 66.33608815426997, 66.68502202643171, 67.19867914144194, 67.6017601760176, 67.34469488730072, 67.91208791208791, 66.44700713893465, 64.37980241492866, 64.89303346132749, 66.66666666666666, 68.76712328767123, 67.46987951807229, 66.99507389162561, 66.02844638949672, 66.21104428649535, 67.70491803278689, 67.12179137083561, 67.74017467248909, 67.70321876704855, 67.99345692475464, 64.85013623978202, 67.37472766884531, 67.44692433315188, 66.32208922742112, 65.68787384448069, 68.09782608695653, 66.26833242802824, 67.04668838219327, 67.71568095496472, 66.3232104121475, 67.47967479674797, 65.98049837486457, 68.97671900378994, 67.09956709956711, 65.92752839372635, 67.72972972972973, 68.50351161534306, 67.9805615550756, 66.97247706422019, 65.1564185544768, 65.06738544474393, 66.8103448275862, 66.23586429725363, 67.54574811625403, 67.77837547068316, 64.83870967741936, 68.29661472326706, 68.68958109559613, 67.52549651100375, 66.30901287553648, 66.80965147453082, 65.91639871382637, 68.2913765399036, 67.77301927194861, 66.45264847512038, 66.14973262032086, 68.25227151256013, 66.23931623931624, 67.00480512546716, 67.76947705442903, 65.75999999999999, 67.75053304904051, 68.24720298348427, 67.67838125665602, 67.48270356572645, 67.76595744680851, 67.83625730994152, 67.00318809776833, 64.84333510355815, 63.853503184713375, 66.36604774535809, 65.80063626723224, 65.71277159512454, 68.69703389830508, 65.37850714663843, 67.56613756613757, 65.78529878371232, 67.75898520084567, 67.61753829899631, 67.68743400211193, 66.64907651715039, 67.72151898734177, 68.16025303110173, 66.33298208640674, 66.77198525539758, 67.42105263157895, 66.7017359284587, 68.71713985278653, 65.89595375722543, 67.01680672268907, 65.03937007874015, 67.31374606505771, 66.49187205034085, 65.25157232704403, 65.79360921948664, 68.69109947643979, 67.03296703296702, 68.72384937238493, 69.62885520125457, 66.98014629049112, 67.57180156657964, 67.64091858037578, 63.9019300991132, 66.26694473409802, 68.10838978634706, 66.82291666666667, 66.68401874023945, 64.88033298647242, 66.66666666666666, 68.1912681912682, 66.75324675324676, 67.7570093457944, 67.87752983912819, 67.99792531120332, 67.08138932089165, 67.09844559585493, 68.97980321077162, 66.61490683229813, 66.58044490429384, 67.73526370217166, 65.68475452196382, 65.599173553719, 65.66855962829116, 65.1186790505676, 65.96183599793707, 66.44329896907216, 66.87274600721278, 67.09577754891865, 65.10550694801853, 65.4835390946502, 66.78663239074551, 66.23843782117163, 64.7663071391885, 66.11909650924025, 65.16162134427913, 65.94871794871796, 66.06868272680677, 66.54713114754098, 67.99795186891961, 63.357215967246674, 65.2685421994885, 65.13292433537833, 67.45017884517118, 64.09601634320735, 66.25829504849413, 67.04081632653062, 66.3437021927588, 65.03567787971458, 66.42893530310748, 65.12219959266803, 63.8676844783715, 66.68362156663275, 65.53126588713776, 66.41260162601627, 66.17572371762316, 67.10659898477157, 66.9710806697108, 65.11156186612575, 67.3593512417638, 66.81864235055724, 68.60759493670886, 67.3582995951417, 67.32422862923622, 67.79575328614762, 66.95300656897423, 67.62626262626263, 67.28924785461888, 66.19576185671039, 65.65809379727685, 66.33064516129032, 66.59949622166246, 66.26384692849949, 67.03573225968798, 64.98993963782696, 68.37606837606837, 66.98492462311559, 68.05625313912607, 65.46184738955823, 65.62970396387355, 68.00401203610834, 68.0701754385965, 68.08617234468937, 67.80170255383075, 66.16616616616616, 63.83191595797899, 66.14999999999999 ] } ], "layout": { "scene": { "xaxis": { "title": "Random (x)" }, "yaxis": { "title": "No change (y)" }, "zaxis": { "title": "Change (z)" } }, "title": "3D clustering" } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clustering(game, win_rand, win_nochange, win_change)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This 3D clustering figure shows us the relation of all three strategies used to win in the game." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Conclusion" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this tutorial we have learned about Plotly library by visualizing probability concepts of Monty Hall paradox. The charts we have covered are\n", "\n", "- Line\n", "- Box\n", "- Violin\n", "- Distribution\n", "- Contour\n", "- 3D Clustering\n", "\n", "There are many more illustrations possible to make with Plotly which is a very powerful library. You can find more examples here: https://plot.ly/python/. \n", "\n", "I hope that this tutorial was both interesting and useful for you. Thank you for your time and consideration." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }