{ "cells": [ { "cell_type": "markdown", "id": "5cbc8640", "metadata": {}, "source": [ "# **Enzyme Kinetics** : \n", "#### _Accurate numerical solution_ - compared to the **Michaelis-Menten** model approximation and to the alternative **Morrison** model.\n", "\n", "#### Two Coupled Reactions: `E + S <-> ES`, and `ES -> E + P` , using real-life kinetic parameters. \n", "#### Scenario with **_small amount of Enzyme_**, relative to the initial Substrate concentration.\n", "In the follow-up experiments `enzyme_1_b` and `enzyme_1_c`, the enzyme concentration gets progressively increased.\n", "\n", "Two other reactions being assumed negligible, and not included, are : \n", "1) the reverse direction of the 2nd reaction \n", "2) the non-catalyzed E + S <-> P reaction" ] }, { "cell_type": "markdown", "id": "604b150b-7812-4fd3-9403-69a06dd7e397", "metadata": {}, "source": [ "### THE REACTION: \n", "the enzyme `Adenosine deaminase` with the substrate `2,6-Diamino-9-β-D-deoxyribofuranosyl-9-H-purine`, \n", "and the initial concentration values choosen below, all satisfy the customary Michaelis-Menten assumptions that `[E] << [S]` and that the reaction rate constants satisfy `k1_reverse >> k2_forward` \n", "\n", "For this reaction: k1_forward = 18, k1_reverse = 100, k2_forward = 49 \n", "\n", "Source of kinetic parameters: *page 16 of \"Analysis of Enzyme Reaction Kinetics, Vol. 1\", by F. Xavier Malcata, Wiley, 2023*" ] }, { "cell_type": "markdown", "id": "c123db4f-c802-47f0-a3d3-0b857314d8e5", "metadata": {}, "source": [ "### TAGS : \"uniform compartment\", \"chemistry\", \"numerical\", \"enzymes\"" ] }, { "cell_type": "code", "execution_count": 1, "id": "6e9d0902-6fc9-4692-ac39-0651d08902ca", "metadata": {}, "outputs": [], "source": [ "LAST_REVISED = \"Jan. 12, 2025\"\n", "LIFE123_VERSION = \"1.0.0rc2\" # Library version this experiment is based on" ] }, { "cell_type": "code", "execution_count": 2, "id": "1e0ae9a9-9d0c-4edf-a5f2-1c589419e6cf", "metadata": {}, "outputs": [], "source": [ "#import set_path # Using MyBinder? Uncomment this before running the next cell!" ] }, { "cell_type": "code", "execution_count": 3, "id": "a29db1c7", "metadata": { "tags": [] }, "outputs": [], "source": [ "#import sys\n", "#sys.path.append(\"C:/some_path/my_env_or_install\") # CHANGE to the folder containing your venv or libraries installation!\n", "# NOTE: If any of the imports below can't find a module, uncomment the lines above, or try: import set_path \n", "\n", "import ipynbname\n", "import pandas as pd\n", "\n", "from life123 import check_version, ChemData, UniformCompartment, ReactionEnz, GraphicLog, PlotlyHelper" ] }, { "cell_type": "code", "execution_count": 4, "id": "af15ecf0-e083-4fef-b68e-abe794dcc86e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OK\n" ] } ], "source": [ "check_version(LIFE123_VERSION)" ] }, { "cell_type": "code", "execution_count": 5, "id": "121fdfdd", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-> Output will be LOGGED into the file 'enzyme_1_a.log.htm'\n" ] } ], "source": [ "# Initialize the HTML logging (for the graphics)\n", "log_file = ipynbname.name() + \".log.htm\" # Use the notebook base filename for the log file\n", " # IN CASE OF PROBLEMS, set manually to any desired name\n", "\n", "# Set up the use of some specified graphic (Vue) components\n", "GraphicLog.config(filename=log_file,\n", " components=[\"vue_cytoscape_2\"],\n", " extra_js=\"https://cdnjs.cloudflare.com/ajax/libs/cytoscape/3.21.2/cytoscape.umd.js\")" ] }, { "cell_type": "code", "execution_count": null, "id": "3713fa4d-e9bb-4e33-8734-c1d4d23cf177", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "34d1cefc-f644-410a-9fe4-5204964742ac", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "91a729ee-ad2f-4771-bc84-49ecb9d6a851", "metadata": {}, "source": [ "# 1. Accurate numerical solution" ] }, { "cell_type": "code", "execution_count": 6, "id": "ac9eea69-174c-43e5-9eed-443cbc5e2ba7", "metadata": {}, "outputs": [], "source": [ "chem_data = ChemData(names=[\"P\", \"ES\"], plot_colors=[\"green\", \"red\"])" ] }, { "cell_type": "code", "execution_count": 7, "id": "90f9ec41-6e1b-4558-9400-47e35ece6efc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
namelabelplot_color
0PPgreen
1ESESred
2Adenosine deaminaseEviolet
32,6-Diamino-9-β-D-deoxyribofuranosyl-9-H-purineSdarkturquoise
\n", "
" ], "text/plain": [ " name label plot_color\n", "0 P P green\n", "1 ES ES red\n", "2 Adenosine deaminase E violet\n", "3 2,6-Diamino-9-β-D-deoxyribofuranosyl-9-H-purine S darkturquoise" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Our Enzyme\n", "chem_data.add_chemical(name=\"Adenosine deaminase\", label=\"E\", plot_color=\"violet\") \n", "\n", "# Our Substrate\n", "chem_data.add_chemical(name=\"2,6-Diamino-9-β-D-deoxyribofuranosyl-9-H-purine\", label=\"S\", plot_color=\"darkturquoise\")\n", "\n", "chem_data.all_chemicals()" ] }, { "cell_type": "code", "execution_count": null, "id": "0f9c3501-0b99-47d9-87fa-3a027ede3799", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "f8d4ea7f-0591-467c-9df3-d95f53df75f5", "metadata": {}, "source": [ "### Specify the Kinetic Parameters" ] }, { "cell_type": "markdown", "id": "6b0b902c-c2bb-4731-9235-3f94ae9ec247", "metadata": {}, "source": [ "Source: *page 16 of \"Analysis of Enzyme Reaction Kinetics, Vol. 1\", by F. Xavier Malcata, Wiley, 2023*" ] }, { "cell_type": "code", "execution_count": 8, "id": "3be7173f-fc38-4a4f-a3f3-9c74e5f2ee58", "metadata": {}, "outputs": [], "source": [ "# Here we use the \"slower\" preset for the variable steps, a very conservative option prioritizing accuracy over speed\n", "uc = UniformCompartment(chem_data=chem_data, preset=\"slower\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "78077d8c", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of reactions: 2 (at temp. 25 C)\n", "0: E + S <-> ES (kF = 18 / kR = 100 / delta_G = 4,250.9 / K = 0.18) | 1st order in all reactants & products\n", "1: ES <-> E + P (kF = 49 / kR = 0) | 1st order in all reactants & products\n", "Set of chemicals involved in the above reactions: {\"S\" (darkturquoise), \"E\" (violet), \"ES\" (red), \"P\" (green)}\n" ] } ], "source": [ "# Reaction E + S <-> ES , with 1st-order kinetics, \n", "uc.add_reaction(reactants=[\"E\", \"S\"], products=\"ES\",\n", " forward_rate=18., reverse_rate=100.) \n", "\n", "# Reaction ES <-> E + P , with 1st-order kinetics, ignoring the reverse reaction\n", "uc.add_reaction(reactants=\"ES\", products=[\"E\", \"P\"],\n", " forward_rate=49., reverse_rate=0) \n", "\n", "uc.describe_reactions()" ] }, { "cell_type": "code", "execution_count": 10, "id": "373afeb1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[GRAPHIC ELEMENT SENT TO LOG FILE `enzyme_1_a.log.htm`]\n" ] } ], "source": [ "# Send a plot of the network of reactions to the HTML log file\n", "uc.plot_reaction_network(\"vue_cytoscape_2\")" ] }, { "cell_type": "code", "execution_count": null, "id": "8913269e-9c1b-493f-8d28-c53f8cb7b5e4", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "d23a97ea-f252-4e11-a3e9-aea74f58591e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "9a4febb2-2780-4754-9c70-c2041b1afc07", "metadata": {}, "source": [ "## Set the initial concentrations of all the chemicals\n", "### in the scenario we're exploring, there's LITTLE ENZYME relative to initial substrate concentration \n", "In the follow-up experiments `enzyme_1_b` and `enzyme_1_c`, the enzyme concentration gets progressively increased." ] }, { "cell_type": "code", "execution_count": 11, "id": "8c9e3f86-b9a5-41da-9e1b-75258017808a", "metadata": {}, "outputs": [], "source": [ "S0 = 20.\n", "E0 = 1." ] }, { "cell_type": "code", "execution_count": 12, "id": "aae96512-3d86-4ab0-b167-92943523b7ef", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SYSTEM STATE at Time t = 0:\n", "4 species:\n", " Species 0 (P). Conc: 0.0\n", " Species 1 (ES). Conc: 0.0\n", " Species 2 (E). Conc: 1.0\n", " Species 3 (S). Conc: 20.0\n", "Set of chemicals involved in reactions: {'S', 'E', 'ES', 'P'}\n" ] } ], "source": [ "uc.set_conc(conc={\"S\": S0, \"E\": E0}) # SMALL ampount of enzyme `E`, relative to substrate `S`\n", "uc.describe_state()" ] }, { "cell_type": "markdown", "id": "ef2c10f2-ec7f-497a-bdbf-4fea30ba31a1", "metadata": { "tags": [] }, "source": [ "#### Advance the reactions to equilibrium" ] }, { "cell_type": "code", "execution_count": 13, "id": "e6ad72b8-722a-4606-a611-7dc600529f30", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "827 total variable step(s) taken in 0.03 min\n", "Number of step re-do's because of negative concentrations: 2\n", "Number of step re-do's because of elective soft aborts: 1\n", "Norm usage: {'norm_A': 706, 'norm_B': 710, 'norm_C': 706, 'norm_D': 706}\n", "System Time is now: 1.5039\n" ] } ], "source": [ "# Perform the reactions\n", "uc.single_compartment_react(duration=1.5, initial_step=0.05)" ] }, { "cell_type": "code", "execution_count": 14, "id": "0198dd94-e55d-4ab4-9de8-087d508edf06", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "plot_pandas() NOTICE: Excessive number of vertical lines (828) - only showing 1 every 6 lines\n" ] }, { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Chemical=P
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "P", "line": { "color": "green", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "P", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 0, 0, 0.0022050000000000012, 0.0023559388650000014, 0.00243229333766574, 0.002509087460989579, 0.0025863198097518525, 0.002663988963484175, 0.0027420935064527536, 0.0028214174128536515, 0.0029019802375858917, 0.002983801840128859, 0.0030669023887838066, 0.003151302364958239, 0.003237022567493136, 0.003324084117032946, 0.0034125084604382694, 0.0035023173752411325, 0.0035935329741427317, 0.0036861777095535124, 0.0037802743781754217, 0.0038758461256261597, 0.0039729164511052295, 0.0040715092121015655, 0.004171648629142497, 0.004273359290583787, 0.004376666157440455, 0.00448159456825807, 0.00458817024402419, 0.004696419293119574, 0.0048063682163087965, 0.004918043911769841, 0.005031473680162247, 0.0051466852297333415, 0.005263706681462069, 0.005382566574239892, 0.005503293870088232, 0.005625917959411861, 0.005750468666287645, 0.005876976253788004, 0.00600547142933843, 0.006135985350108349, 0.0062685496284346194, 0.006403196337276904, 0.006539958015704107, 0.006678867674411069, 0.006819958801264667, 0.006963265366878397, 0.007108821830214554, 0.007256663144213012, 0.0074068247614456385, 0.007559342639795285, 0.00771425324815831, 0.007871593572169518, 0.008031401119948376, 0.008193713927865333, 0.008358570566327035, 0.008526010145579166, 0.008696072321525652, 0.008868797301562883, 0.009044225850427589, 0.009222399296056975, 0.009403359535459675, 0.009587149040596037, 0.009773810864266229, 0.009963388646004604, 0.010155926617978735, 0.010351469610891477, 0.010550063059884403, 0.010751753010440889, 0.010956586124287095, 0.011164609685289083, 0.011375871605344224, 0.011590420430265045, 0.011808305345653618, 0.012029576182764564, 0.01225428342435469, 0.012482478210517274, 0.012714212344498942, 0.012949538298497083, 0.01318850921943567, 0.013431178934717392, 0.013677601957949877, 0.013927833494643849, 0.014181929447880973, 0.014439946423949121, 0.014701941737942793, 0.014967973419326376, 0.0152381002174579, 0.015512381607070934, 0.015790877793712257, 0.016073649719132884, 0.01636075906663003, 0.01665226826633761, 0.01694824050046276, 0.017248739708465997, 0.017553830592182466, 0.01786357862088186, 0.018178050036264475, 0.018497311857390928, 0.018821431885543048, 0.019150478709013444, 0.019484521707821254, 0.01982363105835159, 0.020167877737916225, 0.020517333529233052, 0.020872071024821845, 0.021232163631313944, 0.021597685573673406, 0.021968711899327295, 0.022345318482202715, 0.022727582026668292, 0.023115580071377838, 0.02350939099301391, 0.023909094009929115, 0.024314769185683004, 0.02472649743247243, 0.025144360514453363, 0.025568441050952188, 0.025998822519564545, 0.026435589259139906, 0.026878826472650108, 0.02732862022994016, 0.02778505747035973, 0.028248226005273814, 0.028718214520451143, 0.029195112578329067, 0.029679010620153667, 0.030169999967994028, 0.030668172826629706, 0.031173622285310502, 0.031686442319387866, 0.03220672779181729, 0.032734574454531304, 0.03327007894968273, 0.033813338810758035, 0.03436445246356084, 0.03492351922706569, 0.03549063931414253, 0.036065913832152234, 0.0366494447834141, 0.03724133506554603, 0.03784168847167853, 0.038450609690543855, 0.039068204306441714, 0.03969457879908331, 0.04032984054331553, 0.04097409780872757, 0.04162745975914223, 0.042290036451994514, 0.04296193883760052, 0.043643278758319456, 0.044334168947612364, 0.045034723029001036, 0.045745055514930986, 0.04646528180554264, 0.04719551818735513, 0.047935881831867366, 0.04868649079408132, 0.04944746401095282, 0.050218921299775295, 0.051000983356502376, 0.05179377175401539, 0.052597408940342184, 0.053412018236834044, 0.05423772383630759, 0.055074650801159065, 0.05592292506145863, 0.056782673413032524, 0.05765402351554139, 0.05853710389056325, 0.05943204391969001, 0.060338973842646644, 0.06125802475544251, 0.0621893286085645, 0.0631330182052222, 0.06408922719965532, 0.06505809009551405, 0.0660397422443234, 0.06703431984404251, 0.06804195993773084, 0.0690628004123325, 0.07009697999759125, 0.07114463826510825, 0.07220591562755513, 0.07328095333805525, 0.07436989348974622, 0.07547287901553691, 0.07659005368807242, 0.07772156211992083, 0.07886754976399545, 0.08002816291422676, 0.08120354870649832, 0.08239385511986079, 0.08359923097803895, 0.08481982595124604, 0.08605579055832037, 0.08730727616919894, 0.08857443500774305, 0.08985742015493078, 0.09115638555243141, 0.0924714860065767, 0.09380287719274409, 0.09515071566016675, 0.09651515883718545, 0.09789636503695688, 0.0992944934636335, 0.10070970421902918, 0.10214215830978532, 0.10359201765505163, 0.10505944509469578, 0.10654460439805566, 0.10804766027324794, 0.10956877837704632, 0.11110812532534242, 0.11266586870420214, 0.11424217708152971, 0.11583722001935158, 0.11745116808673156, 0.11908419287332844, 0.12073646700360673, 0.12240816415171063, 0.124099459057011, 0.1258105275403343, 0.1275415465208822, 0.12929269403384952, 0.13106414924874815, 0.13285609248844335, 0.13466870524890853, 0.13650217021970376, 0.1383566713051826, 0.14023239364643106, 0.14212952364394177, 0.14404824898102564, 0.14598875864796249, 0.14795124296689122, 0.14993589361743961, 0.15194290366309243, 0.15397246757829605, 0.15602478127629701, 0.15810004213771064, 0.16019844903981528, 0.16232020238656678, 0.1644655041393267, 0.1666345578482974, 0.1688275686846552, 0.17104474347337337, 0.17328629072672433, 0.17555242067845053, 0.17784334531859225, 0.18015927842895965, 0.1825004356192357, 0.1848670343636955, 0.18725929403852692, 0.1896774359597368, 0.1921216834216255, 0.19459226173581284, 0.19708939827079672, 0.19961332249202557, 0.20216426600246531, 0.20474246258364007, 0.20734814823712613, 0.2099815612264775, 0.21264294211956108, 0.21533253383127937, 0.2180505816666571, 0.22079733336426927, 0.22357303913998647, 0.22637795173101385, 0.2292123264401994, 0.23207642118058738, 0.2349704965201924, 0.23789481572696938, 0.24084964481395554, 0.2438352525845589, 0.2468519106779699, 0.2498998936146713, 0.25297947884202254, 0.2560909467798951, 0.2592345808663349, 0.26241066760322945, 0.2656194966019571, 0.2688613606289959, 0.27213655565147143, 0.27544538088262277, 0.278788138827166, 0.2821651353265368, 0.28557667960399297, 0.2890230843095599, 0.29250466556480226, 0.29602174300740547, 0.2995746398355534, 0.3031636828520877, 0.30678920250843733, 0.3104515329483051, 0.31415101205110313, 0.3178879814751268, 0.3216627867004594, 0.32547577707160164, 0.3293273058398201, 0.333217730205211, 0.337147411358476, 0.34111671452240927, 0.3451260089930957, 0.3491756681808205, 0.35326606965069396, 0.35739759516299424, 0.36157063071323403, 0.36578556657195666, 0.37004279732427, 0.37434272190912626, 0.3786857436583586, 0.3830722703354849, 0.3875027141742914, 0.39197749191720965, 0.3964970248535014, 0.4010617388572662, 0.40567206442528886, 0.41032843671474384, 0.4150312955807743, 0.4197810856139655, 0.4245782561777314, 0.4294232614456354, 0.4343165604386658, 0.4392586170624872, 0.4442499001446904, 0.4492908834720624, 0.45438204582789954, 0.45952387102938624, 0.464716847965063, 0.46996147063240634, 0.47525823817554397, 0.4806076549231285, 0.4860102304263931, 0.49146647949741123, 0.49697692224758433, 0.5025420841263789, 0.5081624959603359, 0.513838693992374, 0.5195712199214074, 0.5253606209423002, 0.5312074497861763, 0.5371122647611056, 0.5430756297931849, 0.5490981144680315, 0.5551802940727083, 0.5613227496380963, 0.5675260679817303, 0.5737908417511147, 0.5801176694675318, 0.586507155570358, 0.5929599104618996, 0.59947655055276, 0.6060576983077509, 0.6127039822923555, 0.6194160372197539, 0.6261945039984204, 0.6330400297802974, 0.6399532680095557, 0.6469348784719443, 0.6539855273447374, 0.6611058872472794, 0.6682966372921356, 0.6755584631368472, 0.6828920570362949, 0.6902981178956719, 0.6977773513240665, 0.705330469688654, 0.7129581921694976, 0.720661244814957, 0.7284403605977021, 0.7362962794713305, 0.7442297484275844, 0.7522415215541653, 0.7603323600931412, 0.7685030324999422, 0.7767543145029414, 0.7850869891636143, 0.7935018469372728, 0.8019996857343678, 0.8105813109823545, 0.8192475356881156, 0.8279991805009339, 0.8368370737760112, 0.8457620516385242, 0.8547749580482124, 0.8638766448644905, 0.8730679719120802, 0.8823498070471517, 0.8917230262239706, 0.9011885135620414, 0.9107471614137428, 0.9203998704324446, 0.9301475496411025, 0.9399911165013206, 0.9499314969828776, 0.9599696256337066, 0.9701064456503236, 0.9803429089486957, 0.9906799762355442, 1.0011186170800717, 1.0116598099861105, 1.0223045424646808, 1.0330538111069536, 1.0439086216576106, 1.054869989088593, 1.0659389376732327, 1.0771165010607555, 1.0884037223511531, 1.0998016541704112, 1.1113113587460886, 1.1229339079832379, 1.1346703835406602, 1.1465218769074834, 1.1584894894800588, 1.1705743326391629, 1.182777527827498, 1.195100206627481, 1.207543510839312, 1.2201085925593094, 1.2327966142585054, 1.245608748861489, 1.258546179825485, 1.2716101012196581, 1.2848017178046334, 1.2981222451122154, 1.3115729095252986, 1.325154948357953, 1.3388696099356738, 1.3527181536757797, 1.366701850167946, 1.3808219812548586, 1.3950798401129725, 1.4094767313333592, 1.4240139710026274, 1.4386928867838995, 1.4535148179978257, 1.4684811157036195, 1.4835931427800932, 1.4988522740066772, 1.514259896144399, 1.5298174080168052, 1.545526220590803, 1.5613877570573977, 1.5774034529123069, 1.5935747560364228, 1.609903126776103, 1.6263900380232608, 1.6430369752952294, 1.6598454368143754, 1.6768169335874292, 1.6939529894845076, 1.7112551413177948, 1.728724938919855, 1.7463639452215403, 1.7641737363294647, 1.782155901603007, 1.8003120437308096, 1.8186437788067353, 1.8371527364052473, 1.8558405596561685, 1.8747089053187853, 1.893759443855253, 1.9129938595032574, 1.9324138503478938, 1.9520211283927131, 1.9718174196298908, 1.99180446410947, 2.0119840160076303, 2.0323578436939256, 2.0529277297974455, 2.0736954712718405, 2.094662879459154, 2.1158317801524076, 2.1372040136568744, 2.1587814348499825, 2.180565913239782, 2.202559333021911, 2.224763593134993, 2.247180607314396, 2.2698123041442777, 2.2926606271078493, 2.315727534635773, 2.3390150001526218, 2.3625250121213144, 2.386259574085445, 2.4102207047094177, 2.4344104378163025, 2.4588308224233124, 2.4834839227748144, 2.508371818372773, 2.533496604004526, 2.5588603897677897, 2.5844653010927856, 2.6103134787613786, 2.636407078923114, 2.6627482731080363, 2.6893392482361675, 2.716182206623523, 2.7432793659845345, 2.7706329594307513, 2.798245235465682, 2.826118457975636, 2.8542549062164215, 2.882656874795752, 2.9113266736512085, 2.940266628023594, 2.969479078425529, 2.9989663806051077, 3.0287309055044513, 3.0587750392129776, 3.089101182915202, 3.119711752832885, 3.1506091801613274, 3.1817959109996172, 3.2132744062746172, 3.245047141658486, 3.2771166074795066, 3.3094853086260057, 3.34215576444312, 3.3751305086221812, 3.4084120890824656, 3.4420030678450555, 3.475906020898553, 3.5101235380563716, 3.5446582228053343, 3.5795126921452836, 3.6146895764194156, 3.65019151913503, 3.686021176774384, 3.7221812185953262, 3.758674326421383, 3.7955031944209465, 3.8326705288752194, 3.8701790479345486, 3.9080314813627743, 3.9462305702692113, 3.9847790668278593, 4.02367973398344, 4.062935345143834, 4.102548683858485, 4.1425225434823245, 4.182859726824756, 4.223563045783219, 4.264635320960857, 4.306079381267763, 4.347898063505308, 4.390094211933005, 4.432670677817352, 4.475630318962107, 4.518975999219382, 4.562710587980987, 4.606836959649372, 4.651357993087558, 4.696276571047375, 4.741595579575343, 4.7873179073955, 4.83344644526845, 4.8799840853259004, 4.92693372037992, 4.974298243206138, 5.022080545800078, 5.07028351860579, 5.1189100497159306, 5.167963024042405, 5.217445322456671, 5.267359820898765, 5.317709389454089, 5.36849689139698, 5.419725182200026, 5.471397108508105, 5.523515507076042, 5.5760832036688015, 5.629103011923059, 5.682577732168982, 5.736510150211019, 5.790903036066448, 5.845759142660413, 5.9010812044761405, 5.956871936158976, 6.013134031072869, 6.0698701598078735, 6.127082968637202, 6.184775077922329, 6.242949080464606, 6.301607539801791, 6.360752988447878, 6.420387926074551, 6.480514817632536, 6.541136091411115, 6.6022541370339765, 6.663871303389568, 6.725989896494045, 6.78861217728488, 6.851740359343132, 6.915376606542353, 6.979523030622039, 7.0441816886834765, 7.109354580605835, 7.175043646380245, 7.2412507633595915, 7.307977743421705, 7.375226330043561, 7.442998195284075, 7.511294936673017, 7.580118074003534, 7.649469046025724, 7.719349207038655, 7.789759823378174, 7.860702069797839, 7.932177025740245, 8.004185671495966, 8.076728884247357, 8.149807433994358, 8.223421979359479, 8.29757306326909, 8.372261108508111, 8.447486413145242, 8.523249145825783, 8.59954934092917, 8.676386893588317, 8.753761554567868, 8.83167292499852, 8.91012045096456, 8.989103417941857, 9.068620945083534, 9.148671979350697, 9.229255289485593, 9.310369459824724, 9.392012883949517, 9.474183758172305, 9.55688007485548, 9.640099615561894, 9.723839944034747, 9.808098399005395, 9.89287208682779, 9.978157873938489, 10.06395237914151, 10.150251965717583, 10.237052733357771, 10.324350509921777, 10.41214084302174, 10.500418991432786, 10.589179916332114, 10.678418272369012, 10.768128398568804, 10.858304309074406, 10.948939683729952, 11.04002785851172, 11.131561815812496, 11.223534174586431, 11.315937180362505, 11.408762695135778, 11.50200218714681, 11.595646720560916, 11.689686945060272, 11.784113085363328, 11.878914930687612, 11.974081824173608, 12.069602652289195, 12.16546583423605, 12.26165931138136, 12.358170536740374, 12.454986464537548, 12.5520935398764, 12.649477688550705, 12.747124307032285, 12.845018252673382, 12.943143834164514, 13.041484802291675, 13.140024341039902, 13.238745059093436, 13.337628981786054, 13.436657543558626, 13.535811580984424, 13.635071326426349, 13.734416402393911, 13.833825816671467, 13.933277958292944, 14.03275059444201, 14.132220868360267, 14.231665298349665, 14.33105977795879, 14.430379577446027, 14.529599346615658, 14.628693119125892, 14.727634318370283, 14.826395765036237, 14.924949686445977, 15.023267727786575, 15.121320965336245, 15.21907992179406, 15.316514583819385, 15.413594421885662, 15.510288412550558, 15.606565063240783, 15.702392439645136, 15.79773819580325, 15.892569606970188, 15.986853605328276, 16.080556818607302, 16.173645611662394, 16.26608613104546, 16.357844352590988, 16.448886132020156, 16.539177258548676, 16.628683511463603, 16.71737071961243, 16.80520482372423, 16.89215194145772, 16.97817843504454, 17.0632509813687, 17.147336644294292, 17.23040294902438, 17.31241795824404, 17.392549038963374, 17.470814092368077, 17.547232061855087, 17.6218226331404, 17.694606320569513, 17.765604385992496, 17.83483882523007, 17.902332324672678, 17.968108227886603, 18.03219049653954, 18.094603671993728, 18.155372835359245, 18.21452356706078, 18.272081905756348, 18.32807430689074, 18.38252760100566, 18.43546895198176, 18.48692581536487, 18.53692589693029, 18.585497111631327, 18.632667543072213, 18.678465403638043, 18.72291899540643, 18.766056671957006, 18.807906801185805, 18.84849772922229, 18.88785774553709, 18.926015049318718, 18.96299771718781, 18.998833672307523, 19.033550654939088, 19.067176194482055, 19.099737583029523, 19.13126185045975, 19.161775741077083, 19.191305691806967, 19.219877811942347, 19.24751786443145, 19.27425124869055, 19.300102984919082, 19.325097699889117, 19.3492596141761, 19.372612530793432, 19.395179825189576, 19.41698443656293, 19.438048860447, 19.458395142515894, 19.478044873558357, 19.497019185567066, 19.515338748888873, 19.533023770380982, 19.55009399251782, 19.566568693393297, 19.582466687563514, 19.59780632767557, 19.612605506828917, 19.626881661616785, 19.64065177579639, 19.653932384538052, 19.6667395792049, 19.679089012616355, 19.69099590475049, 19.702475048842043, 19.713540817834705, 19.72420717114832, 19.734487661723392, 19.74439544330737, 19.753943277948924, 19.76314354366857, 19.7720082422756, 19.780549007303385, 19.788777112036705, 19.796703477606705, 19.804338681130634, 19.811692963875277, 19.818776239424533, 19.825598101833144, 19.832167833750024, 19.83849441449608, 19.844586528082715, 19.850452571158474, 19.85610066087253, 19.861538642644835, 19.866774097833776, 19.871814351293313, 19.876666478812403, 19.881337314430457, 19.885833457623445, 19.89016128035596, 19.89432693399536, 19.898336356084684, 19.9021952769718, 19.905909226292636, 19.909483539307054, 19.912923363086275, 19.91623366255131, 19.919419226362184, 19.92248467265817, 19.925434454649572, 19.928272866061857, 19.931004046433312, 19.93363198626754, 19.936160532042404, 19.93859339107721, 19.94093413626007, 19.94318621063757, 19.945352931869014, 19.94743749654754, 19.949442984390647, 19.951372362302635, 19.953228488311577, 19.9550141153835, 19.956731895116476 ], "yaxis": "y" }, { "hovertemplate": "Chemical=ES
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "ES", "line": { "color": "red", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "ES", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 0, 0.18000000000000005, 0.24643080000000006, 0.24932072707179814, 0.2507563210574337, 0.2521872612645667, 0.2536135632075841, 0.25503524234637837, 0.25645231408655644, 0.25787891857657813, 0.25931507368442736, 0.2607607963204652, 0.2622161024156719, 0.26368100689967455, 0.26515552367856476, 0.26663966561250807, 0.26813344449314935, 0.2696368710208173, 0.2711499547815323, 0.27267270422382106, 0.2742051266353425, 0.27574722811932983, 0.27729901357085246, 0.27886048665290375, 0.2804316497723193, 0.28201250405553124, 0.28360304932416397, 0.28520328407047835, 0.28681320543266925, 0.2884328091700238, 0.29006208963794705, 0.29170103976286216, 0.29334965101699195, 0.2950079133930305, 0.296675815378712, 0.2983533439312854, 0.30004048445190334, 0.30173722075993503, 0.3034435350672111, 0.3051594079522111, 0.3068848183342029, 0.308619743447345, 0.31036415881476137, 0.3121180382226008, 0.3138813536940913, 0.31565407546360186, 0.3174361719507231, 0.3192276097343798, 0.32102835352698744, 0.32283836614866657, 0.3246576085015281, 0.32648603954404376, 0.32832361626551604, 0.33017029366066186, 0.332026024704326, 0.33389076032633896, 0.33576444938653555, 0.3376470386499506, 0.3395384727622084, 0.34143869422512285, 0.34334764337252643, 0.3452652583463451, 0.34719147507293824, 0.3491262272397223, 0.35106944627209674, 0.35302106131069266, 0.3549809991889638, 0.35694918441114015, 0.3589255391305653, 0.3609099831284387, 0.36290243379298437, 0.36490280609906817, 0.3669110125882861, 0.36892696334954667, 0.37095056600016973, 0.3729817256675269, 0.375020344971246, 0.3770663240060047, 0.3791195603249383, 0.3811799489236861, 0.3832473822251021, 0.3853217500646559, 0.3874029396765503, 0.38949083568058085, 0.3915853200697653, 0.3936862721987699, 0.3957935687731588, 0.3979070838394958, 0.4000266887763249, 0.4021522522860588, 0.40428364038780296, 0.4064207164111447, 0.4085633409909348, 0.41071137206309205, 0.4128646648614589, 0.4150230719157376, 0.41718644305053654, 0.4193546253855559, 0.4215274633369427, 0.42370479861984395, 0.4258864702521885, 0.4280723145597267, 0.4302621651823573, 0.4324558530817719, 0.43465320655044526, 0.43685405122200205, 0.4390582100829884, 0.44126550348607735, 0.44347574916473753, 0.44568876224939297, 0.44790435528510275, 0.4501223382507884, 0.45234251858003643, 0.4545647011835034, 0.4567886884729502, 0.4590142803869318, 0.4612412744181688, 0.4634694656426247, 0.46569864675031475, 0.46792860807786996, 0.47015913764287914, 0.47239002118003215, 0.474621042179085, 0.4768519819246693, 0.47908261953796416, 0.48131273202025104, 0.4835420942983689, 0.4857704792720867, 0.4879976578634091, 0.4902233990678304, 0.49244747000754974, 0.49466963598666003, 0.4968896605483217, 0.49910730553393046, 0.5013223311442874, 0.5035344960027778, 0.5057435572205637, 0.5079492704637946, 0.5101513900228355, 0.512349668883516, 0.514543858800395, 0.5167337103720405, 0.5189189731183161, 0.5210993955596692, 0.52327472529841, 0.5254447091019698, 0.5276090929881255, 0.5297676223121738, 0.5319200418560366, 0.5340660959192788, 0.5362055284120133, 0.5383380829496697, 0.5404635029495984, 0.54258153172948, 0.5446919126075065, 0.5467943890043009, 0.5488887045465346, 0.5509746031722037, 0.5530518292375205, 0.5551201276253729, 0.5571792438553046, 0.5592289241949622, 0.5612689157729561, 0.563298966693077, 0.5653188261498068, 0.5673282445450623, 0.5693269736061031, 0.5713147665045363, 0.5732913779763442, 0.5752565644428609, 0.5772100841326187, 0.5791516972039834, 0.5810811658684948, 0.5829982545148242, 0.58490272983326, 0.5867943609406275, 0.5886729195055485, 0.5905381798739398, 0.592389919194652, 0.5942279175451418, 0.5960519580570729, 0.5978618270417347, 0.5996573141151683, 0.6014382123228831, 0.603204318264049, 0.6049554322150444, 0.6066913582522383, 0.6084119043738822, 0.6101168826209882, 0.6118061091970638, 0.6134794045865749, 0.6151365936720061, 0.6167775058493858, 0.6184019751421418, 0.620009840313153, 0.6216009449748607, 0.6231751376973026, 0.6247322721139313, 0.6262722070250799, 0.6277948064989354, 0.629299939969881, 0.6307874823340693, 0.6322573140420875, 0.6337093211885755, 0.635143395598662, 0.6365594349110798, 0.6379573426578267, 0.6393370283402365, 0.6406984075013301, 0.642041401794314, 0.6433659390470998, 0.6446719533227179, 0.6459593849755025, 0.6472281807029286, 0.6484782935929818, 0.64970968316695, 0.6509223154175254, 0.652116162842112, 0.6532912044712361, 0.6544474258919644, 0.6555848192662359, 0.6567033833440229, 0.6578031234712363, 0.6588840515923029, 0.6599461862473425, 0.6609895525638807, 0.6620141822430426, 0.6630201135401737, 0.6640073912398456, 0.6649760666252118, 0.6659261974416799, 0.6668578478548841, 0.6677710884029401, 0.6686659959429787, 0.6695426535919611, 0.6704011506617846, 0.6712415825887017, 0.6720640508570769, 0.6728686629175219, 0.6736555320994525, 0.6744247775181241, 0.675176523976209, 0.675910901859989, 0.6766280470302469, 0.6773281007079472, 0.6780112093548093, 0.678677524548881, 0.6793272028552352, 0.6799604056919156, 0.6805772991912715, 0.681178054056827, 0.6817628454158416, 0.6823318526677264, 0.6828852593284872, 0.6834232528713782, 0.6839460245639537, 0.6844537693017159, 0.6849466854385623, 0.6854249746142466, 0.6858888415790687, 0.6863384940160233, 0.6867741423606343, 0.6871959996187152, 0.6876042811822981, 0.6879992046439767, 0.6883809896099178, 0.6887498575117966, 0.6891060314179147, 0.6894497358437639, 0.6897811965623013, 0.6901006404142012, 0.6904082951183534, 0.6907043890828763, 0.6909891512169124, 0.6912628107434777, 0.6915255970136299, 0.6917777393222226, 0.6920194667255086, 0.6922510078608527, 0.6924725907688118, 0.6926844427178348, 0.6928867900318298, 0.6930798579208427, 0.6932638703150827, 0.6934390497025256, 0.6936056169703172, 0.6937637912501934, 0.6939137897681219, 0.6940558276983654, 0.6941901180221542, 0.6943168713911475, 0.6944362959958518, 0.6945485974391544, 0.6946539786151192, 0.6947526395931795, 0.6948447775078508, 0.694930586454077, 0.6950102573883058, 0.6950839780353809, 0.6951519328013248, 0.6952143026920709, 0.6952712652381922, 0.6953229944256608, 0.6953696606326581, 0.6954114305724419, 0.6954484672422653, 0.6954809298783273, 0.6955089739167227, 0.6955327509603448, 0.6955524087516848, 0.6955680911514547, 0.6955799381229533, 0.6955880857220789, 0.6955926660928838, 0.6955938074685533, 0.6955916341776801, 0.6955862666556997, 0.6955778214613348, 0.6955664112978969, 0.695552145039276, 0.6955351277604489, 0.6955154607723232, 0.695493241660732, 0.6954685643293854, 0.6954415190465811, 0.6954121924954706, 0.6953806678276747, 0.695347024720038, 0.6953113394343089, 0.6952736848795321, 0.6952341306769356, 0.6951927432270973, 0.6951495857791751, 0.6951047185019836, 0.6950581985567061, 0.6950100801710274, 0.69496041471448, 0.6949092507747988, 0.6948566342350808, 0.6948026083515537, 0.6947472138317614, 0.6946904889129787, 0.6946324694406758, 0.6945731889468569, 0.694512678728106, 0.6944509679231784, 0.6943880835899865, 0.6943240507818322, 0.6942588926227495, 0.694192630381828, 0.6941252835463949, 0.6940568698939441, 0.6939874055627068, 0.6939169051207682, 0.6938453816336427, 0.6937728467302295, 0.6936993106670764, 0.693624782390891, 0.6935492695992459, 0.6934727787994294, 0.6933953153654059, 0.6933168835928549, 0.6932374867522647, 0.6931571271400655, 0.6930758061277924, 0.6929935242092756, 0.6929102810458618, 0.692826075509675, 0.692740905724933, 0.6926547691073384, 0.6925676624015703, 0.6924795817169053, 0.6923905225610001, 0.6923004798718759, 0.6922094480481418, 0.6921174209775022, 0.6920243920635949, 0.6919303542512065, 0.6918353000499173, 0.6917392215562259, 0.6916421104742079, 0.6915439581347623, 0.6914447555135006, 0.6913444932473336, 0.6912431616498116, 0.6911407507252731, 0.6910372501818571, 0.6909326494434327, 0.6908269376605006, 0.6907201037201193, 0.6906121362549057, 0.6905030236511632, 0.6903927540561845, 0.690281315384777, 0.6901686953250574, 0.6900548813435596, 0.6899398606896977, 0.6898236203996262, 0.6897061472995363, 0.6895874280084247, 0.689467448940371, 0.6893461963063584, 0.6892236561156664, 0.6890998141768693, 0.688974656098466, 0.6888481672891686, 0.6887203329578748, 0.6885911381133463, 0.6884605675636155, 0.6883286059151409, 0.6881952375717278, 0.688060446733234, 0.6879242173940731, 0.6877865333415331, 0.6876473781539206, 0.6875067351985445, 0.6873645876295489, 0.6872209183856052, 0.6870757101874736, 0.6869289455354399, 0.6867806067066362, 0.6866306757522511, 0.6864791344946354, 0.6863259645243077, 0.6861711471968654, 0.6860146636298025, 0.6858564946992396, 0.6856966210365684, 0.6855350230250112, 0.6853716807960998, 0.6852065742260729, 0.6850396829321947, 0.6848709862689953, 0.6847004633244321, 0.6845280929159744, 0.6843538535866097, 0.6841777236007728, 0.6839996809401956, 0.6838197032996792, 0.6836377680827864, 0.6834538523974529, 0.6832679330515188, 0.6830799865481763, 0.6828899890813351, 0.6826979165309028, 0.682503744457978, 0.6823074480999575, 0.682109002365553, 0.6819083818297181, 0.6817055607284814, 0.6815005129536872, 0.6812932120476386, 0.6810836311976436, 0.680871743230461, 0.6806575206066444, 0.6804409354147827, 0.6802219593656338, 0.6800005637861509, 0.679776719613398, 0.6795503973883528, 0.6793215672495939, 0.6790901989268721, 0.6788562617345596, 0.6786197245649789, 0.6783805558816053, 0.6781387237121421, 0.6778941956414659, 0.6776469388044378, 0.6773969198785799, 0.6771441050766116, 0.6768884601388455, 0.6766299503254374, 0.6763685404084885, 0.6761041946639972, 0.6758368768636557, 0.6755665502664894, 0.6752931776103351, 0.6750167211031548, 0.6747371424141808, 0.67445440266489, 0.6741684624198019, 0.6738792816770978, 0.6735868198590566, 0.6732910358023034, 0.6729918877478674, 0.6726893333310432, 0.6723833295710537, 0.6720738328605083, 0.6717607989546525, 0.6714441829604045, 0.6711239393251747, 0.670800021825461, 0.6704723835552184, 0.6701409769139953, 0.6698057535948321, 0.669466664571917, 0.6691236600879942, 0.6687766896415179, 0.6684257019735469, 0.6680706450543743, 0.6677114660698867, 0.6673481114076463, 0.6669805266426891, 0.6666086565230359, 0.6662324449549049, 0.6658518349876242, 0.6654667687982345, 0.6650771876757756, 0.6646830320052505, 0.6642842412512596, 0.6638807539412974, 0.663472507648704, 0.6630594389752646, 0.6626414835334486, 0.6622185759282805, 0.6617906497388337, 0.6613576374993408, 0.6609194706799092, 0.6604760796668356, 0.6600273937425096, 0.6595733410648967, 0.6591138486465931, 0.6586488423334406, 0.658178246782695, 0.6577019854407344, 0.657219980520301, 0.6567321529772632, 0.6562384224868902, 0.6557387074196264, 0.6552329248163551, 0.654720990363142, 0.6542028183654456, 0.6536783217217828, 0.6531474118968403, 0.6526099988940175, 0.6520659912273892, 0.6515152958930778, 0.6509578183400199, 0.6503934624401162, 0.6498221304577513, 0.6492437230186704, 0.6486581390781994, 0.6480652758887953, 0.6474650289669128, 0.6468572920591739, 0.6462419571078247, 0.6456189142154686, 0.6449880516090574, 0.6443492556031292, 0.6437024105622764, 0.6430473988628298, 0.6423841008537439, 0.6417123948166676, 0.6410321569251874, 0.6403432612032244, 0.6396455794825728, 0.6389389813595644, 0.6382233341508413, 0.637498502848225, 0.6367643500726639, 0.6360207360272457, 0.6352675184492593, 0.6345045525612901, 0.6337316910213361, 0.6329487838719281, 0.6321556784882418, 0.6313522195251862, 0.6305382488634548, 0.6297136055545282, 0.6288781257646132, 0.6280316427175077, 0.6271739866363785, 0.6263049846844432, 0.6254244609045442, 0.6245322361576064, 0.6236281280599708, 0.6227119509195954, 0.6217835156711193, 0.6208426298097837, 0.6198890973242073, 0.6189227186280144, 0.6179432904903155, 0.6169506059650417, 0.6159444543191379, 0.6149246209596206, 0.6138908873595078, 0.6128430309826334, 0.6117808252073599, 0.6107040392492057, 0.6096124380824083, 0.6085057823604472, 0.6073838283355539, 0.6062463277772426, 0.6050930278898962, 0.6039236712294516, 0.6027379956192295, 0.6015357340649627, 0.6003166146690806, 0.5990803605443151, 0.5978266897267034, 0.5965553150880627, 0.5952659442480304, 0.5939582794857625, 0.592632017651401, 0.5912868500774224, 0.5899224624899981, 0.5885385349205049, 0.5871347416173359, 0.5857107509581775, 0.5842662253629306, 0.582800821207471, 0.5813141887384574, 0.5798059719894156, 0.5782758086983435, 0.5767233302271039, 0.5751481614828886, 0.5735499208420648, 0.5719282200767342, 0.5702826642843625, 0.568612851820864, 0.5669183742375532, 0.5651988162224056, 0.5634537555461046, 0.5616827630133807, 0.5598854024201917, 0.5580612305173224, 0.5562097969810323, 0.5543306443914157, 0.5524233082191851, 0.5504873168216402, 0.5485221914486307, 0.5465274462593772, 0.5445025883510691, 0.5424471178002183, 0.5403605277178085, 0.5382423043193467, 0.536091927010989, 0.5339088684929865, 0.5316925948817722, 0.5294425658520843, 0.5271582348006075, 0.5248390490326956, 0.522484449973826, 0.5200938734075319, 0.517666749741647, 0.515202504304799, 0.5127005576751884, 0.5101603260437879, 0.5075812216142079, 0.5049626530415791, 0.50230402591291, 0.49960474327149296, 0.49686420618803423, 0.49408181438130616, 0.4912569668912166, 0.48838906280731076, 0.4854775020558173, 0.48252168624845854, 0.479521019596338, 0.4764749098923088, 0.473382769565312, 0.47024401681024114, 0.46705807679695355, 0.46382438296209183, 0.4605423783874106, 0.4572115172683117, 0.4538312664762796, 0.4504011072188682, 0.44692053680082744, 0.4433890704898522, 0.4398062434903035, 0.4361716130280702, 0.43248476054951707, 0.4287452940371865, 0.4249528504445954, 0.42110709825206727, 0.4172077401450888, 0.41325451581614064, 0.4092472048903446, 0.40518562997457375, 0.401069659828885, 0.39689921265825384, 0.3926742595216094, 0.38839482785407764, 0.3840610050971446, 0.37967294243013744, 0.3752308585949923, 0.370735043804732, 0.3661858637244076, 0.3615837635114779, 0.356929271900703, 0.3522230053166201, 0.34746567199457, 0.3426580760890408, 0.3378011217458289, 0.3328958171121841, 0.3279432782567415, 0.32294473296865805, 0.31790152440300834, 0.3128151145371788, 0.3076870874007653, 0.3025191520393806, 0.2973131451708452, 0.29207103349053226, 0.2867949155812051, 0.2814870233815934, 0.27614972316724645, 0.27078551599695244, 0.2653970375782711, 0.2599870575065615, 0.25455847783334457, 0.24911433092198854, 0.2436577765515725, 0.23819209823343182, 0.23272069870932205, 0.22730128870544214, 0.22193689506391276, 0.21662967366490019, 0.21138203105572967, 0.2061961381766294, 0.2010741266619157, 0.1960180020987955, 0.19102967309023072, 0.1861109347573141, 0.1812634706780077, 0.17648884841499402, 0.17178851810278778, 0.16716381056555324, 0.16261593625635698, 0.15814598455041698, 0.15375492354743053, 0.14944360031597098, 0.14521274158504455, 0.1410629548598916, 0.1369947299449636, 0.13300844085209185, 0.12910434807079832, 0.12528260117580262, 0.12154324174553796, 0.11788620656443993, 0.11431133108105358, 0.11081835309356494, 0.10740691663420274, 0.10407657602405569, 0.10082680007019648, 0.09765697637757194, 0.09456641574889013, 0.0915543566466887, 0.08861996969287886, 0.08576236218230249, 0.08298058258819825, 0.08027362503891364, 0.07764043374671362, 0.07507990737109008, 0.07259090330056206, 0.0701722418385444, 0.06782271028044705, 0.06554106687072461, 0.06332604463011812, 0.061176355044805425, 0.05909069161059176, 0.057067733226622674, 0.05510614743437828, 0.05320459349890752, 0.05136172533037921, 0.049576194245061, 0.047846651565787324, 0.0461717510628412, 0.04455015123695581, 0.04298051744683913, 0.04146152388424251, 0.03999185540013405, 0.038570209186004414, 0.03719529631472787, 0.03586584314573234, 0.034580592599498874, 0.03333830530662297, 0.03213776063682608, 0.03097775761341541, 0.029857115718753907, 0.028774675596326814, 0.027729299654979764, 0.026719872580859817, 0.025745301762519237, 0.02480451763454598, 0.023896473944967273, 0.023020147951538023, 0.02217454055187497, 0.02135867635223561, 0.02057160367956795, 0.019812394541277742, 0.019080144536973865, 0.01837397272626371, 0.01769302145647911, 0.01703645615402154, 0.01640346508282422, 0.015793259073239727, 0.015205071224475099, 0.014638156583513699, 0.014091791803284882, 0.013565274782668712, 0.013057924290755134, 0.012569079577614661, 0.012098099973681322, 0.011644364479698771, 0.011207271349036955, 0.010786237664049639, 0.010380698908012805, 0.009990108534059714, 0.009613937532411281, 0.009251673997088905, 0.008902822693192269, 0.008566904625725683, 0.008243456610863585, 0.007932030850458724, 0.0076321945105148675, 0.00734352930426945, 0.007065631080460445, 0.006798109417285373, 0.006540587222498595, 0.0062927003400358745, 0.006054097163502166, 0.005824438256809497, 0.005603395982206642, 0.005390654135900644, 0.0051859075914318774, 0.004988861950929368, 0.004799233204340876 ], "yaxis": "y" }, { "hovertemplate": "Chemical=E
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "E", "line": { "color": "violet", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "E", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 1, 0.82, 0.7535691999999999, 0.7506792729282018, 0.7492436789425663, 0.7478127387354333, 0.7463864367924159, 0.7449647576536216, 0.7435476859134436, 0.7421210814234218, 0.7406849263155726, 0.7392392036795348, 0.7377838975843282, 0.7363189931003256, 0.7348444763214353, 0.733360334387492, 0.7318665555068508, 0.7303631289791828, 0.7288500452184677, 0.727327295776179, 0.7257948733646575, 0.7242527718806703, 0.7227009864291477, 0.7211395133470964, 0.7195683502276807, 0.7179874959444689, 0.7163969506758361, 0.7147967159295217, 0.7131867945673308, 0.7115671908299762, 0.7099379103620529, 0.7082989602371378, 0.706650348983008, 0.7049920866069694, 0.703324184621288, 0.7016466560687147, 0.6999595155480968, 0.6982627792400651, 0.696556464932789, 0.694840592047789, 0.6931151816657972, 0.6913802565526551, 0.6896358411852387, 0.6878819617773992, 0.6861186463059088, 0.6843459245363983, 0.6825638280492771, 0.6807723902656203, 0.6789716464730127, 0.6771616338513335, 0.675342391498472, 0.6735139604559562, 0.671676383734484, 0.6698297063393382, 0.6679739752956741, 0.6661092396736612, 0.6642355506134646, 0.6623529613500496, 0.6604615272377918, 0.6585613057748774, 0.6566523566274738, 0.6547347416536552, 0.652808524927062, 0.6508737727602779, 0.6489305537279035, 0.6469789386893077, 0.6450190008110366, 0.6430508155888602, 0.6410744608694351, 0.6390900168715616, 0.637097566207016, 0.6350971939009321, 0.6330889874117142, 0.6310730366504537, 0.6290494339998306, 0.6270182743324734, 0.6249796550287543, 0.6229336759939956, 0.620880439675062, 0.6188200510763142, 0.6167526177748983, 0.6146782499353445, 0.6125970603234501, 0.6105091643194196, 0.6084146799302351, 0.6063137278012306, 0.6042064312268417, 0.6020929161605048, 0.5999733112236757, 0.5978477477139418, 0.5957163596121976, 0.5935792835888559, 0.5914366590090658, 0.5892886279369085, 0.5871353351385417, 0.5849769280842629, 0.582813556949464, 0.5806453746144447, 0.5784725366630579, 0.5762952013801567, 0.574113529747812, 0.5719276854402738, 0.5697378348176432, 0.5675441469182286, 0.5653467934495553, 0.5631459487779985, 0.5609417899170122, 0.5587344965139232, 0.556524250835263, 0.5543112377506076, 0.5520956447148978, 0.5498776617492122, 0.5476574814199641, 0.5454352988164971, 0.5432113115270504, 0.5409857196130687, 0.5387587255818317, 0.5365305343573759, 0.5343013532496859, 0.5320713919221307, 0.5298408623571215, 0.5276099788199685, 0.5253789578209156, 0.5231480180753313, 0.5209173804620364, 0.5186872679797495, 0.5164579057016316, 0.5142295207279138, 0.5120023421365915, 0.5097766009321701, 0.5075525299924508, 0.5053303640133405, 0.5031103394516788, 0.50089269446607, 0.498677668855713, 0.49646550399722267, 0.4942564427794367, 0.49205072953620593, 0.48984860997716506, 0.48765033111648465, 0.48545614119960556, 0.48326628962796003, 0.4810810268816844, 0.4789006044403313, 0.4767252747015905, 0.47455529089803067, 0.47239090701187497, 0.4702323776878268, 0.46807995814396397, 0.4659339040807218, 0.46379447158798726, 0.46166191705033083, 0.4595364970504021, 0.45741846827052063, 0.4553080873924941, 0.4532056109956997, 0.45111129545346607, 0.4490253968277969, 0.44694817076248017, 0.4448798723746277, 0.442820756144696, 0.44077107580503844, 0.4387310842270445, 0.43670103330692367, 0.4346811738501939, 0.4326717554549384, 0.4306730263938976, 0.42868523349546445, 0.42670862202365656, 0.42474343555713984, 0.42278991586738207, 0.4208483027960173, 0.4189188341315059, 0.41700174548517643, 0.4150972701667407, 0.41320563905937313, 0.41132708049445216, 0.4094618201260608, 0.4076100808053486, 0.4057720824548588, 0.40394804194292777, 0.4021381729582659, 0.40034268588483235, 0.39856178767711764, 0.39679568173595176, 0.3950445677849563, 0.3933086417477625, 0.3915880956261186, 0.38988311737901266, 0.3881938908029371, 0.38652059541342604, 0.3848634063279948, 0.38322249415061516, 0.3815980248578592, 0.379990159686848, 0.37839905502514026, 0.37682486230269835, 0.37526772788606966, 0.37372779297492104, 0.37220519350106557, 0.37070006003011996, 0.36921251766593155, 0.3677426859579134, 0.36629067881142535, 0.3648566044013388, 0.3634405650889209, 0.362042657342174, 0.36066297165976413, 0.3593015924986705, 0.3579585982056866, 0.3566340609529008, 0.35532804667728274, 0.3540406150244981, 0.35277181929707196, 0.3515217064070188, 0.3502903168330506, 0.3490776845824752, 0.3478838371578886, 0.34670879552876455, 0.34555257410803636, 0.34441518073376476, 0.3432966166559778, 0.34219687652876446, 0.34111594840769777, 0.34005381375265825, 0.33901044743612, 0.3379858177569581, 0.33697988645982707, 0.3359926087601551, 0.335023933374789, 0.33407380255832086, 0.33314215214511667, 0.3322289115970607, 0.331334004057022, 0.33045734640803964, 0.32959884933821604, 0.32875841741129896, 0.32793594914292373, 0.32713133708247877, 0.32634446790054816, 0.32557522248187654, 0.3248234760237917, 0.3240890981400117, 0.32337195296975385, 0.3226718992920535, 0.3219887906451915, 0.32132247545111975, 0.32067279714476554, 0.3200395943080851, 0.31942270080872925, 0.3188219459431738, 0.31823715458415913, 0.3176681473322744, 0.31711474067151363, 0.31657674712862266, 0.3160539754360472, 0.3155462306982851, 0.3150533145614386, 0.3145750253857544, 0.3141111584209322, 0.3136615059839776, 0.31322585763936667, 0.3128040003812857, 0.31239571881770284, 0.3120007953560243, 0.31161901039008316, 0.3112501424882043, 0.31089396858208623, 0.310550264156237, 0.31021880343769964, 0.3098993595857998, 0.30959170488164744, 0.3092956109171246, 0.3090108487830885, 0.30873718925652316, 0.3084744029863709, 0.30822226067777814, 0.30798053327449215, 0.3077489921391481, 0.30752740923118893, 0.3073155572821659, 0.30711320996817093, 0.306920142079158, 0.30673612968491804, 0.3065609502974752, 0.3063943830296836, 0.30623620874980734, 0.3060862102318788, 0.3059441723016353, 0.3058098819778465, 0.30568312860885316, 0.3055637040041489, 0.3054514025608463, 0.3053460213848815, 0.3052473604068213, 0.30515522249215, 0.30506941354592376, 0.30498974261169504, 0.30491602196462, 0.3048480671986761, 0.30478569730793004, 0.30472873476180873, 0.30467700557434, 0.3046303393673427, 0.3045885694275589, 0.3045515327577355, 0.3045190701216734, 0.304491026083278, 0.30446724903965583, 0.3044475912483159, 0.304431908848546, 0.30442006187704745, 0.30441191427792186, 0.3044073339071169, 0.30440619253144746, 0.3044083658223206, 0.3044137333443011, 0.30442217853866593, 0.30443358870210385, 0.30444785496072474, 0.3044648722395519, 0.3044845392276776, 0.3045067583392688, 0.3045314356706154, 0.3045584809534197, 0.3045878075045302, 0.30461933217232606, 0.3046529752799628, 0.3046886605656918, 0.30472631512046855, 0.30476586932306504, 0.3048072567729033, 0.3048504142208256, 0.30489528149801703, 0.30494180144329447, 0.3049899198289733, 0.30503958528552066, 0.3050907492252018, 0.3051433657649198, 0.30519739164844684, 0.3052527861682392, 0.3053095110870219, 0.3053675305593248, 0.3054268110531437, 0.30548732127189465, 0.3055490320768222, 0.30561191641001406, 0.3056759492181684, 0.305741107377251, 0.30580736961817256, 0.30587471645360564, 0.30594313010605645, 0.30601259443729373, 0.30608309487923235, 0.30615461836635777, 0.30622715326977096, 0.3063006893329242, 0.3063752176091096, 0.30645073040075466, 0.3065272212005712, 0.30660468463459467, 0.30668311640714563, 0.3067625132477358, 0.306842872859935, 0.30692419387220815, 0.30700647579072493, 0.3070897189541387, 0.3071739244903255, 0.3072590942750676, 0.30734523089266225, 0.3074323375984303, 0.3075204182830954, 0.3076094774390006, 0.30769952012812474, 0.30779055195185884, 0.3078825790224984, 0.30797560793640566, 0.308069645748794, 0.3081646999500831, 0.3082607784437745, 0.30835788952579246, 0.30845604186523806, 0.3085552444864998, 0.30865550675266684, 0.30875683835018886, 0.3088592492747273, 0.30896274981814337, 0.30906735055656787, 0.30917306233949987, 0.3092798962798812, 0.30938786374509475, 0.3094969763488372, 0.309607245943816, 0.30971868461522356, 0.30983130467494313, 0.3099451186564409, 0.31006013931030285, 0.31017637960037436, 0.3102938527004643, 0.31041257199157596, 0.31053255105962957, 0.3106538036936422, 0.3107763438843342, 0.31090018582313134, 0.31102534390153463, 0.3111518327108319, 0.3112796670421257, 0.31140886188665423, 0.311539432436385, 0.3116713940848596, 0.31180476242827265, 0.3119395532667666, 0.31207578260592755, 0.3122134666584676, 0.3123526218460801, 0.31249326480145617, 0.3126354123704519, 0.3127790816143956, 0.3129242898125272, 0.31307105446456085, 0.31321939329336457, 0.31336932424774966, 0.3135208655053654, 0.313674035475693, 0.3138288528031353, 0.3139853363701983, 0.3141435053007612, 0.3143033789634324, 0.31446497697498954, 0.31462831920390094, 0.3147934257739279, 0.31496031706780603, 0.31512901373100544, 0.31529953667556865, 0.3154719070840264, 0.31564614641339106, 0.31582227639922805, 0.3160003190598053, 0.3161802967003216, 0.3163622319172144, 0.3165461476025479, 0.3167320669484821, 0.31692001345182463, 0.3171100109186657, 0.31730208346909805, 0.3174962555420228, 0.3176925519000433, 0.3178909976344477, 0.3180916181702827, 0.31829443927151935, 0.31849948704631353, 0.3187067879523621, 0.31891636880235713, 0.3191282567695397, 0.31934247939335625, 0.319559064585218, 0.31977804063436693, 0.3199994362138498, 0.32022328038660264, 0.3204496026116479, 0.32067843275040675, 0.32090980107312866, 0.3211437382654412, 0.32138027543502184, 0.32161944411839544, 0.32186127628785854, 0.32210580435853475, 0.3223530611955628, 0.32260308012142075, 0.322855894923389, 0.32311153986115504, 0.3233700496745632, 0.32363145959151207, 0.3238958053360034, 0.3241631231363449, 0.3244334497335111, 0.32470682238966536, 0.3249832788968457, 0.3252628575858197, 0.32554559733511046, 0.32583153758019856, 0.3261207183229026, 0.32641318014094384, 0.32670896419769696, 0.327008112252133, 0.3273106666689572, 0.32761667042894665, 0.3279261671394921, 0.32823920104534793, 0.3285558170395958, 0.32887606067482567, 0.3291999781745394, 0.3295276164447819, 0.329859023086005, 0.3301942464051683, 0.3305333354280834, 0.3308763399120061, 0.3312233103584824, 0.33157429802645344, 0.3319293549456261, 0.33228853393011365, 0.3326518885923542, 0.33301947335731125, 0.33339134347696453, 0.33376755504509553, 0.33414816501237615, 0.33453323120176587, 0.33492281232422483, 0.3353169679947499, 0.3357157587487407, 0.3361192460587029, 0.3365274923512963, 0.33694056102473574, 0.3373585164665517, 0.33778142407171985, 0.3382093502611666, 0.33864236250065954, 0.3390805293200912, 0.33952392033316475, 0.3399726062574908, 0.34042665893510377, 0.3408861513534075, 0.34135115766655993, 0.34182175321730557, 0.3422980145592662, 0.34278001947969966, 0.3432678470227375, 0.34376157751311043, 0.34426129258037436, 0.3447670751836457, 0.34527900963685876, 0.34579718163455525, 0.346321678278218, 0.3468525881031604, 0.3473900011059832, 0.34793400877261155, 0.348484704106923, 0.3490421816599809, 0.34960653755988463, 0.35017786954224955, 0.3507562769813305, 0.3513418609218015, 0.3519347241112055, 0.35253497103308795, 0.3531427079408269, 0.3537580428921761, 0.35438108578453226, 0.35501194839094347, 0.3556507443968716, 0.3562975894377244, 0.356952601137171, 0.35761589914625697, 0.3582876051833332, 0.35896784307481344, 0.35965673879677656, 0.3603544205174281, 0.3610610186404366, 0.36177666584915974, 0.3625014971517761, 0.36323564992733726, 0.3639792639727554, 0.3647324815507418, 0.365495447438711, 0.366268308978665, 0.36705121612807307, 0.36784432151175933, 0.36864778047481506, 0.3694617511365465, 0.37028639444547307, 0.371121874235388, 0.37196835728249356, 0.37282601336362275, 0.37369501531555804, 0.37457553909545704, 0.3754677638423948, 0.3763718719400304, 0.37728804908040586, 0.378216484328882, 0.37915737019021767, 0.3801109026757941, 0.381077281371987, 0.38205670950968584, 0.38304939403495963, 0.38405554568086336, 0.38507537904038064, 0.38610911264049347, 0.38715696901736785, 0.38821917479264134, 0.3892959607507956, 0.39038756191759294, 0.391494217639554, 0.3926161716644472, 0.3937536722227585, 0.39490697211010495, 0.3960763287705496, 0.3972620043807717, 0.3984642659350384, 0.3996833853309206, 0.40091963945568604, 0.4021733102732977, 0.40344468491193836, 0.40473405575197074, 0.40604172051423854, 0.4073679823486, 0.4087131499225787, 0.41007753751000303, 0.41146146507949627, 0.41286525838266525, 0.41428924904182374, 0.41573377463707056, 0.41719917879253016, 0.4186858112615437, 0.42019402801058553, 0.4217241913016576, 0.42327666977289724, 0.4248518385171125, 0.4264500791579363, 0.42807177992326695, 0.4297173357156387, 0.43138714817913715, 0.4330816257624479, 0.43480118377759547, 0.43654624445389656, 0.4383172369866204, 0.4401145975798094, 0.44193876948267874, 0.44379020301896877, 0.44566935560858545, 0.44757669178081605, 0.44951268317836096, 0.45147780855137043, 0.4534725537406239, 0.4554974116489319, 0.4575528821997828, 0.4596394722821926, 0.4617576956806544, 0.46390807298901215, 0.4660911315070146, 0.4683074051182288, 0.4705574341479168, 0.47284176519939347, 0.4751609509673054, 0.4775155500261749, 0.479906126592469, 0.48233325025835394, 0.4847974956952019, 0.48729944232481254, 0.48983967395621303, 0.492418778385793, 0.49503734695842183, 0.4976959740870909, 0.5003952567285079, 0.5031357938119666, 0.5059181856186946, 0.5087430331087842, 0.51161093719269, 0.5145224979441835, 0.5174783137515422, 0.5204789804036627, 0.523525090107692, 0.5266172304346888, 0.5297559831897597, 0.5329419232030473, 0.5361756170379091, 0.5394576216125904, 0.5427884827316892, 0.5461687335237213, 0.5495988927811326, 0.5530794631991733, 0.5566109295101486, 0.5601937565096973, 0.5638283869719305, 0.5675152394504837, 0.5712547059628142, 0.5750471495554053, 0.5788929017479334, 0.5827922598549118, 0.58674548418386, 0.590752795109656, 0.5948143700254268, 0.5989303401711156, 0.6031007873417467, 0.6073257404783912, 0.6116051721459229, 0.615938994902856, 0.6203270575698631, 0.6247691414050083, 0.6292649561952686, 0.6338141362755929, 0.6384162364885226, 0.6430707280992976, 0.6477769946833805, 0.6525343280054305, 0.6573419239109597, 0.6621988782541716, 0.6671041828878164, 0.6720567217432589, 0.6770552670313424, 0.6820984755969921, 0.6871848854628216, 0.6923129125992352, 0.6974808479606199, 0.7026868548291554, 0.7079289665094683, 0.7132050844187955, 0.7185129766184072, 0.7238502768327542, 0.7292144840030482, 0.7346029624217296, 0.7400129424934392, 0.7454415221666562, 0.7508856690780121, 0.7563422234484282, 0.7618079017665689, 0.7672793012906787, 0.7726987112945586, 0.778063104936088, 0.7833703263351006, 0.7886179689442712, 0.7938038618233715, 0.7989258733380852, 0.8039819979012054, 0.8089703269097701, 0.8138890652426867, 0.8187365293219931, 0.8235111515850069, 0.828211481897213, 0.8328361894344476, 0.8373840637436438, 0.8418540154495838, 0.8462450764525703, 0.8505563996840299, 0.8547872584149563, 0.8589370451401093, 0.8630052700550372, 0.866991559147909, 0.8708956519292026, 0.8747173988241983, 0.8784567582544629, 0.882113793435561, 0.8856886689189473, 0.8891816469064359, 0.8925930833657981, 0.8959234239759452, 0.8991731999298044, 0.9023430236224289, 0.9054335842511108, 0.9084456433533121, 0.911380030307122, 0.9142376378176984, 0.9170194174118026, 0.9197263749610872, 0.9223595662532872, 0.9249200926289107, 0.9274090966994387, 0.9298277581614564, 0.9321772897195537, 0.9344589331292762, 0.9366739553698827, 0.9388236449551954, 0.9409093083894091, 0.9429322667733782, 0.9448938525656225, 0.9467954065010933, 0.9486382746696216, 0.9504238057549398, 0.9521533484342135, 0.9538282489371597, 0.9554498487630451, 0.9570194825531617, 0.9585384761157584, 0.9600081445998668, 0.9614297908139965, 0.962804703685273, 0.9641341568542686, 0.965419407400502, 0.9666616946933779, 0.9678622393631748, 0.9690222423865855, 0.9701428842812471, 0.9712253244036742, 0.9722707003450212, 0.9732801274191412, 0.9742546982374818, 0.9751954823654551, 0.9761035260550338, 0.976979852048463, 0.9778254594481262, 0.9786413236477656, 0.9794283963204332, 0.9801876054587234, 0.9809198554630273, 0.9816260272737375, 0.9823069785435221, 0.9829635438459797, 0.983596534917177, 0.9842067409267615, 0.9847949287755261, 0.9853618434164875, 0.9859082081967163, 0.9864347252173324, 0.986942075709246, 0.9874309204223864, 0.9879019000263198, 0.9883556355203024, 0.9887927286509642, 0.9892137623359516, 0.9896193010919885, 0.9900098914659415, 0.99038606246759, 0.9907483260029124, 0.991097177306809, 0.9914330953742756, 0.9917565433891377, 0.9920679691495425, 0.9923678054894864, 0.9926564706957318, 0.9929343689195408, 0.9932018905827159, 0.9934594127775027, 0.9937072996599654, 0.9939459028364991, 0.9941755617431918, 0.9943966040177946, 0.9946093458641007, 0.9948140924085694, 0.9950111380490719, 0.9952007667956604 ], "yaxis": "y" }, { "hovertemplate": "Chemical=S
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "S", "line": { "color": "darkturquoise", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "S", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944, 0.03846887167916913 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "title": { "text": "Chemical" }, "tracegroupgap": 0 }, "shapes": [ { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0, "x1": 0, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0007812500000000002, "x1": 0.0007812500000000002, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0008193812813125001, "x1": 0.0008193812813125001, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.000859792716665823, "x1": 0.000859792716665823, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0009026902696080849, "x1": 0.0009026902696080849, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0009482268864677692, "x1": 0.0009482268864677692, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0009965649228545214, "x1": 0.0009965649228545214, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.001047876722519543, "x1": 0.001047876722519543, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0011023452318275652, "x1": 0.0011023452318275652, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0011601646520312287, "x1": 0.0011601646520312287, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0012215411316734842, "x1": 0.0012215411316734842, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0012866935015866904, "x1": 0.0012866935015866904, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0013558540551089691, "x1": 0.0013558540551089691, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0014292693762995873, "x1": 0.0014292693762995873, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.001507201219106273, "x1": 0.001507201219106273, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0015899274406190392, "x1": 0.0015899274406190392, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0016777429917379223, "x1": 0.0016777429917379223, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0017709609687867492, "x1": 0.0017709609687867492, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0018699137298223403, "x1": 0.0018699137298223403, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.001974954079619226, "x1": 0.001974954079619226, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.002086456527554797, "x1": 0.002086456527554797, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0022048186228797455, "x1": 0.0022048186228797455, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0023304623721345343, "x1": 0.0023304623721345343, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0024638357437655528, "x1": 0.0024638357437655528, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.002605414265305474, "x1": 0.002605414265305474, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.002755702718812398, "x1": 0.002755702718812398, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0029152369406126592, "x1": 0.0029152369406126592, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0030845857317640863, "x1": 0.0030845857317640863, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.003264352886051246, "x1": 0.003264352886051246, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0034551793427432657, "x1": 0.0034551793427432657, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0036577454717896334, "x1": 0.0036577454717896334, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0038727734996015944, "x1": 0.0038727734996015944, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.004101030084067984, "x1": 0.004101030084067984, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.004343329047986416, "x1": 0.004343329047986416, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.004600534280655575, "x1": 0.004600534280655575, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.004873562817973907, "x1": 0.004873562817973907, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.005163388112026434, "x1": 0.005163388112026434, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.00547104350181705, "x1": 0.00547104350181705, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.005797625897520795, "x1": 0.005797625897520795, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.006144299691391871, "x1": 0.006144299691391871, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.006512300909271315, "x1": 0.006512300909271315, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.006902941617496053, "x1": 0.006902941617496053, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.007317614600921659, "x1": 0.007317614600921659, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.007757798328737773, "x1": 0.007757798328737773, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.008225062225781243, "x1": 0.008225062225781243, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.00872107226814124, "x1": 0.00872107226814124, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.009247596923006833, "x1": 0.009247596923006833, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.009806513453934894, "x1": 0.009806513453934894, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.010399814614019039, "x1": 0.010399814614019039, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.01102961575082331, "x1": 0.01102961575082331, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.01169816234841246, "x1": 0.01169816234841246, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.012407838033369083, "x1": 0.012407838033369083, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.013161173073342103, "x1": 0.013161173073342103, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.013960853398427274, "x1": 0.013960853398427274, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.014809730177544342, "x1": 0.014809730177544342, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.015710829983954382, "x1": 0.015710829983954382, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0166673655861613, "x1": 0.0166673655861613, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.017682747402671208, "x1": 0.017682747402671208, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.018760595661450323, "x1": 0.018760595661450323, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.019904753307434558, "x1": 0.019904753307434558, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.02111929970411102, "x1": 0.02111929970411102, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.02240856517802292, "x1": 0.02240856517802292, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.023777146458054555, "x1": 0.023777146458054555, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.025229923064543445, "x1": 0.025229923064543445, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.02677207470665314, "x1": 0.02677207470665314, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.028409099750035003, "x1": 0.028409099750035003, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.030146834820623324, "x1": 0.030146834820623324, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.03199147561445888, "x1": 0.03199147561445888, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.03394959898773595, "x1": 0.03394959898773595, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.03602818640583237, "x1": 0.03602818640583237, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.03823464883492742, "x1": 0.03823464883492742, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.040576853164955844, "x1": 0.040576853164955844, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.043063150258105934, "x1": 0.043063150258105934, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.04570240472286545, "x1": 0.04570240472286545, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.04850402651977133, "x1": 0.04850402651977133, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0514780045115499, "x1": 0.0514780045115499, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.054634942077266754, "x1": 0.054634942077266754, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.05798609491746446, "x1": 0.05798609491746446, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0615434111850781, "x1": 0.0615434111850781, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0653195740852107, "x1": 0.0653195740852107, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.06932804709565338, "x1": 0.06932804709565338, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.07358312196937855, "x1": 0.07358312196937855, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.07809996969015383, "x1": 0.07809996969015383, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.08289469456295297, "x1": 0.08289469456295297, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.08798439163201707, "x1": 0.08798439163201707, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.09338720763128346, "x1": 0.09338720763128346, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.0991224056844942, "x1": 0.0991224056844942, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.10521043398566503, "x1": 0.10521043398566503, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.11167299870478704, "x1": 0.11167299870478704, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.11853314137869816, "x1": 0.11853314137869816, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.12581532106305265, "x1": 0.12581532106305265, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.13354550153829214, "x1": 0.13354550153829214, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.1417512438805413, "x1": 0.1417512438805413, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.1504618047274786, "x1": 0.1504618047274786, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.15970824058953867, "x1": 0.15970824058953867, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.1695235185783552, "x1": 0.1695235185783552, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.17994263394723442, "x1": 0.17994263394723442, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.19100273486273622, "x1": 0.19100273486273622, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.20274325485222197, "x1": 0.20274325485222197, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.21520605339959492, "x1": 0.21520605339959492, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.2284355651905122, "x1": 0.2284355651905122, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.24247895853918444, "x1": 0.24247895853918444, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.25738630356161607, "x1": 0.25738630356161607, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.27321075069488876, "x1": 0.27321075069488876, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.29000872019897794, "x1": 0.29000872019897794, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.3078401033167497, "x1": 0.3078401033167497, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.326768475809351, "x1": 0.326768475809351, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.34686132462832886, "x1": 0.34686132462832886, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.36819028853265334, "x1": 0.36819028853265334, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.3908314135085352, "x1": 0.3908314135085352, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.41486542390270925, "x1": 0.41486542390270925, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.44037801023587897, "x1": 0.44037801023587897, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.4674601347224863, "x1": 0.4674601347224863, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.4962083555861048, "x1": 0.4962083555861048, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.5267251713267641, "x1": 0.5267251713267641, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.5591193861676516, "x1": 0.5591193861676516, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.5935064979841516, "x1": 0.5935064979841516, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.630009110098336, "x1": 0.630009110098336, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.6687573684071152, "x1": 0.6687573684071152, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.7098894254025768, "x1": 0.7098894254025768, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.752051420971047, "x1": 0.752051420971047, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.7942134165395173, "x1": 0.7942134165395173, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.8363754121079875, "x1": 0.8363754121079875, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.8785374076764577, "x1": 0.8785374076764577, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.9206994032449279, "x1": 0.9206994032449279, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 0.9628613988133982, "x1": 0.9628613988133982, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.0050233943818683, "x1": 1.0050233943818683, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.0471853899503378, "x1": 1.0471853899503378, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.0893473855188074, "x1": 1.0893473855188074, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.131509381087277, "x1": 1.131509381087277, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.1736713766557465, "x1": 1.1736713766557465, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.215833372224216, "x1": 1.215833372224216, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.2579953677926856, "x1": 1.2579953677926856, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.3001573633611552, "x1": 1.3001573633611552, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.3423193589296247, "x1": 1.3423193589296247, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.3844813544980943, "x1": 1.3844813544980943, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.4266433500665638, "x1": 1.4266433500665638, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" }, { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 1.4688053456350334, "x1": 1.4688053456350334, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" } ], "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Small amout of E relative to S(0)
Changes in concentration for `E + S <-> ES` and `ES <-> E + P` (time steps shown in dashed lines)" }, "xaxis": { "anchor": "y", "autorange": true, "domain": [ 0, 1 ], "range": [ -0.0011001758170754144, 1.5039403419420914 ], "title": { "text": "SYSTEM TIME" }, "type": "linear" }, "yaxis": { "anchor": "x", "autorange": true, "domain": [ 0, 1 ], "range": [ -1.1111111111111112, 21.11111111111111 ], "title": { "text": "Concentration" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "uc.plot_history(show_intervals=True, \n", " title_prefix=\"Small amout of E relative to S(0)\")" ] }, { "cell_type": "code", "execution_count": 15, "id": "4bdcb658-9d18-4049-adc2-26b0d359c99d", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Chemical=P
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "P", "line": { "color": "green", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "P", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 0, 0, 0.0022050000000000012, 0.0023559388650000014, 0.00243229333766574, 0.002509087460989579, 0.0025863198097518525, 0.002663988963484175, 0.0027420935064527536, 0.0028214174128536515, 0.0029019802375858917, 0.002983801840128859, 0.0030669023887838066, 0.003151302364958239, 0.003237022567493136, 0.003324084117032946, 0.0034125084604382694, 0.0035023173752411325, 0.0035935329741427317, 0.0036861777095535124, 0.0037802743781754217, 0.0038758461256261597, 0.0039729164511052295, 0.0040715092121015655, 0.004171648629142497, 0.004273359290583787, 0.004376666157440455, 0.00448159456825807, 0.00458817024402419, 0.004696419293119574, 0.0048063682163087965, 0.004918043911769841, 0.005031473680162247, 0.0051466852297333415, 0.005263706681462069, 0.005382566574239892, 0.005503293870088232, 0.005625917959411861, 0.005750468666287645, 0.005876976253788004, 0.00600547142933843, 0.006135985350108349, 0.0062685496284346194, 0.006403196337276904, 0.006539958015704107, 0.006678867674411069, 0.006819958801264667, 0.006963265366878397, 0.007108821830214554, 0.007256663144213012, 0.0074068247614456385, 0.007559342639795285, 0.00771425324815831, 0.007871593572169518, 0.008031401119948376, 0.008193713927865333, 0.008358570566327035, 0.008526010145579166, 0.008696072321525652, 0.008868797301562883, 0.009044225850427589, 0.009222399296056975, 0.009403359535459675, 0.009587149040596037, 0.009773810864266229, 0.009963388646004604, 0.010155926617978735, 0.010351469610891477, 0.010550063059884403, 0.010751753010440889, 0.010956586124287095, 0.011164609685289083, 0.011375871605344224, 0.011590420430265045, 0.011808305345653618, 0.012029576182764564, 0.01225428342435469, 0.012482478210517274, 0.012714212344498942, 0.012949538298497083, 0.01318850921943567, 0.013431178934717392, 0.013677601957949877, 0.013927833494643849, 0.014181929447880973, 0.014439946423949121, 0.014701941737942793, 0.014967973419326376, 0.0152381002174579, 0.015512381607070934, 0.015790877793712257, 0.016073649719132884, 0.01636075906663003, 0.01665226826633761, 0.01694824050046276, 0.017248739708465997, 0.017553830592182466, 0.01786357862088186, 0.018178050036264475, 0.018497311857390928, 0.018821431885543048, 0.019150478709013444, 0.019484521707821254, 0.01982363105835159, 0.020167877737916225, 0.020517333529233052, 0.020872071024821845, 0.021232163631313944, 0.021597685573673406, 0.021968711899327295, 0.022345318482202715, 0.022727582026668292, 0.023115580071377838, 0.02350939099301391, 0.023909094009929115, 0.024314769185683004, 0.02472649743247243, 0.025144360514453363, 0.025568441050952188, 0.025998822519564545, 0.026435589259139906, 0.026878826472650108, 0.02732862022994016, 0.02778505747035973, 0.028248226005273814, 0.028718214520451143, 0.029195112578329067, 0.029679010620153667, 0.030169999967994028, 0.030668172826629706, 0.031173622285310502, 0.031686442319387866, 0.03220672779181729, 0.032734574454531304, 0.03327007894968273, 0.033813338810758035, 0.03436445246356084, 0.03492351922706569, 0.03549063931414253, 0.036065913832152234, 0.0366494447834141, 0.03724133506554603, 0.03784168847167853, 0.038450609690543855, 0.039068204306441714, 0.03969457879908331, 0.04032984054331553, 0.04097409780872757, 0.04162745975914223, 0.042290036451994514, 0.04296193883760052, 0.043643278758319456, 0.044334168947612364, 0.045034723029001036, 0.045745055514930986, 0.04646528180554264, 0.04719551818735513, 0.047935881831867366, 0.04868649079408132, 0.04944746401095282, 0.050218921299775295, 0.051000983356502376, 0.05179377175401539, 0.052597408940342184, 0.053412018236834044, 0.05423772383630759, 0.055074650801159065, 0.05592292506145863, 0.056782673413032524, 0.05765402351554139, 0.05853710389056325, 0.05943204391969001, 0.060338973842646644, 0.06125802475544251, 0.0621893286085645, 0.0631330182052222, 0.06408922719965532, 0.06505809009551405, 0.0660397422443234, 0.06703431984404251, 0.06804195993773084, 0.0690628004123325, 0.07009697999759125, 0.07114463826510825, 0.07220591562755513, 0.07328095333805525, 0.07436989348974622, 0.07547287901553691, 0.07659005368807242, 0.07772156211992083, 0.07886754976399545, 0.08002816291422676, 0.08120354870649832, 0.08239385511986079, 0.08359923097803895, 0.08481982595124604, 0.08605579055832037, 0.08730727616919894, 0.08857443500774305, 0.08985742015493078, 0.09115638555243141, 0.0924714860065767, 0.09380287719274409, 0.09515071566016675, 0.09651515883718545, 0.09789636503695688, 0.0992944934636335, 0.10070970421902918, 0.10214215830978532, 0.10359201765505163, 0.10505944509469578, 0.10654460439805566, 0.10804766027324794, 0.10956877837704632, 0.11110812532534242, 0.11266586870420214, 0.11424217708152971, 0.11583722001935158, 0.11745116808673156, 0.11908419287332844, 0.12073646700360673, 0.12240816415171063, 0.124099459057011, 0.1258105275403343, 0.1275415465208822, 0.12929269403384952, 0.13106414924874815, 0.13285609248844335, 0.13466870524890853, 0.13650217021970376, 0.1383566713051826, 0.14023239364643106, 0.14212952364394177, 0.14404824898102564, 0.14598875864796249, 0.14795124296689122, 0.14993589361743961, 0.15194290366309243, 0.15397246757829605, 0.15602478127629701, 0.15810004213771064, 0.16019844903981528, 0.16232020238656678, 0.1644655041393267, 0.1666345578482974, 0.1688275686846552, 0.17104474347337337, 0.17328629072672433, 0.17555242067845053, 0.17784334531859225, 0.18015927842895965, 0.1825004356192357, 0.1848670343636955, 0.18725929403852692, 0.1896774359597368, 0.1921216834216255, 0.19459226173581284, 0.19708939827079672, 0.19961332249202557, 0.20216426600246531, 0.20474246258364007, 0.20734814823712613, 0.2099815612264775, 0.21264294211956108, 0.21533253383127937, 0.2180505816666571, 0.22079733336426927, 0.22357303913998647, 0.22637795173101385, 0.2292123264401994, 0.23207642118058738, 0.2349704965201924, 0.23789481572696938, 0.24084964481395554, 0.2438352525845589, 0.2468519106779699, 0.2498998936146713, 0.25297947884202254, 0.2560909467798951, 0.2592345808663349, 0.26241066760322945, 0.2656194966019571, 0.2688613606289959, 0.27213655565147143, 0.27544538088262277, 0.278788138827166, 0.2821651353265368, 0.28557667960399297, 0.2890230843095599, 0.29250466556480226, 0.29602174300740547, 0.2995746398355534, 0.3031636828520877, 0.30678920250843733, 0.3104515329483051, 0.31415101205110313, 0.3178879814751268, 0.3216627867004594, 0.32547577707160164, 0.3293273058398201, 0.333217730205211, 0.337147411358476, 0.34111671452240927, 0.3451260089930957, 0.3491756681808205, 0.35326606965069396, 0.35739759516299424, 0.36157063071323403, 0.36578556657195666, 0.37004279732427, 0.37434272190912626, 0.3786857436583586, 0.3830722703354849, 0.3875027141742914, 0.39197749191720965, 0.3964970248535014, 0.4010617388572662, 0.40567206442528886, 0.41032843671474384, 0.4150312955807743, 0.4197810856139655, 0.4245782561777314, 0.4294232614456354, 0.4343165604386658, 0.4392586170624872, 0.4442499001446904, 0.4492908834720624, 0.45438204582789954, 0.45952387102938624, 0.464716847965063, 0.46996147063240634, 0.47525823817554397, 0.4806076549231285, 0.4860102304263931, 0.49146647949741123, 0.49697692224758433, 0.5025420841263789, 0.5081624959603359, 0.513838693992374, 0.5195712199214074, 0.5253606209423002, 0.5312074497861763, 0.5371122647611056, 0.5430756297931849, 0.5490981144680315, 0.5551802940727083, 0.5613227496380963, 0.5675260679817303, 0.5737908417511147, 0.5801176694675318, 0.586507155570358, 0.5929599104618996, 0.59947655055276, 0.6060576983077509, 0.6127039822923555, 0.6194160372197539, 0.6261945039984204, 0.6330400297802974, 0.6399532680095557, 0.6469348784719443, 0.6539855273447374, 0.6611058872472794, 0.6682966372921356, 0.6755584631368472, 0.6828920570362949, 0.6902981178956719, 0.6977773513240665, 0.705330469688654, 0.7129581921694976, 0.720661244814957, 0.7284403605977021, 0.7362962794713305, 0.7442297484275844, 0.7522415215541653, 0.7603323600931412, 0.7685030324999422, 0.7767543145029414, 0.7850869891636143, 0.7935018469372728, 0.8019996857343678, 0.8105813109823545, 0.8192475356881156, 0.8279991805009339, 0.8368370737760112, 0.8457620516385242, 0.8547749580482124, 0.8638766448644905, 0.8730679719120802, 0.8823498070471517, 0.8917230262239706, 0.9011885135620414, 0.9107471614137428, 0.9203998704324446, 0.9301475496411025, 0.9399911165013206, 0.9499314969828776, 0.9599696256337066, 0.9701064456503236, 0.9803429089486957, 0.9906799762355442, 1.0011186170800717, 1.0116598099861105, 1.0223045424646808, 1.0330538111069536, 1.0439086216576106, 1.054869989088593, 1.0659389376732327, 1.0771165010607555, 1.0884037223511531, 1.0998016541704112, 1.1113113587460886, 1.1229339079832379, 1.1346703835406602, 1.1465218769074834, 1.1584894894800588, 1.1705743326391629, 1.182777527827498, 1.195100206627481, 1.207543510839312, 1.2201085925593094, 1.2327966142585054, 1.245608748861489, 1.258546179825485, 1.2716101012196581, 1.2848017178046334, 1.2981222451122154, 1.3115729095252986, 1.325154948357953, 1.3388696099356738, 1.3527181536757797, 1.366701850167946, 1.3808219812548586, 1.3950798401129725, 1.4094767313333592, 1.4240139710026274, 1.4386928867838995, 1.4535148179978257, 1.4684811157036195, 1.4835931427800932, 1.4988522740066772, 1.514259896144399, 1.5298174080168052, 1.545526220590803, 1.5613877570573977, 1.5774034529123069, 1.5935747560364228, 1.609903126776103, 1.6263900380232608, 1.6430369752952294, 1.6598454368143754, 1.6768169335874292, 1.6939529894845076, 1.7112551413177948, 1.728724938919855, 1.7463639452215403, 1.7641737363294647, 1.782155901603007, 1.8003120437308096, 1.8186437788067353, 1.8371527364052473, 1.8558405596561685, 1.8747089053187853, 1.893759443855253, 1.9129938595032574, 1.9324138503478938, 1.9520211283927131, 1.9718174196298908, 1.99180446410947, 2.0119840160076303, 2.0323578436939256, 2.0529277297974455, 2.0736954712718405, 2.094662879459154, 2.1158317801524076, 2.1372040136568744, 2.1587814348499825, 2.180565913239782, 2.202559333021911, 2.224763593134993, 2.247180607314396, 2.2698123041442777, 2.2926606271078493, 2.315727534635773, 2.3390150001526218, 2.3625250121213144, 2.386259574085445, 2.4102207047094177, 2.4344104378163025, 2.4588308224233124, 2.4834839227748144, 2.508371818372773, 2.533496604004526, 2.5588603897677897, 2.5844653010927856, 2.6103134787613786, 2.636407078923114, 2.6627482731080363, 2.6893392482361675, 2.716182206623523, 2.7432793659845345, 2.7706329594307513, 2.798245235465682, 2.826118457975636, 2.8542549062164215, 2.882656874795752, 2.9113266736512085, 2.940266628023594, 2.969479078425529, 2.9989663806051077, 3.0287309055044513, 3.0587750392129776, 3.089101182915202, 3.119711752832885, 3.1506091801613274, 3.1817959109996172, 3.2132744062746172, 3.245047141658486, 3.2771166074795066, 3.3094853086260057, 3.34215576444312, 3.3751305086221812, 3.4084120890824656, 3.4420030678450555, 3.475906020898553, 3.5101235380563716, 3.5446582228053343, 3.5795126921452836, 3.6146895764194156, 3.65019151913503, 3.686021176774384, 3.7221812185953262, 3.758674326421383, 3.7955031944209465, 3.8326705288752194, 3.8701790479345486, 3.9080314813627743, 3.9462305702692113, 3.9847790668278593, 4.02367973398344, 4.062935345143834, 4.102548683858485, 4.1425225434823245, 4.182859726824756, 4.223563045783219, 4.264635320960857, 4.306079381267763, 4.347898063505308, 4.390094211933005, 4.432670677817352, 4.475630318962107, 4.518975999219382, 4.562710587980987, 4.606836959649372, 4.651357993087558, 4.696276571047375, 4.741595579575343, 4.7873179073955, 4.83344644526845, 4.8799840853259004, 4.92693372037992, 4.974298243206138, 5.022080545800078, 5.07028351860579, 5.1189100497159306, 5.167963024042405, 5.217445322456671, 5.267359820898765, 5.317709389454089, 5.36849689139698, 5.419725182200026, 5.471397108508105, 5.523515507076042, 5.5760832036688015, 5.629103011923059, 5.682577732168982, 5.736510150211019, 5.790903036066448, 5.845759142660413, 5.9010812044761405, 5.956871936158976, 6.013134031072869, 6.0698701598078735, 6.127082968637202, 6.184775077922329, 6.242949080464606, 6.301607539801791, 6.360752988447878, 6.420387926074551, 6.480514817632536, 6.541136091411115, 6.6022541370339765, 6.663871303389568, 6.725989896494045, 6.78861217728488, 6.851740359343132, 6.915376606542353, 6.979523030622039, 7.0441816886834765, 7.109354580605835, 7.175043646380245, 7.2412507633595915, 7.307977743421705, 7.375226330043561, 7.442998195284075, 7.511294936673017, 7.580118074003534, 7.649469046025724, 7.719349207038655, 7.789759823378174, 7.860702069797839, 7.932177025740245, 8.004185671495966, 8.076728884247357, 8.149807433994358, 8.223421979359479, 8.29757306326909, 8.372261108508111, 8.447486413145242, 8.523249145825783, 8.59954934092917, 8.676386893588317, 8.753761554567868, 8.83167292499852, 8.91012045096456, 8.989103417941857, 9.068620945083534, 9.148671979350697, 9.229255289485593, 9.310369459824724, 9.392012883949517, 9.474183758172305, 9.55688007485548, 9.640099615561894, 9.723839944034747, 9.808098399005395, 9.89287208682779, 9.978157873938489, 10.06395237914151, 10.150251965717583, 10.237052733357771, 10.324350509921777, 10.41214084302174, 10.500418991432786, 10.589179916332114, 10.678418272369012, 10.768128398568804, 10.858304309074406, 10.948939683729952, 11.04002785851172, 11.131561815812496, 11.223534174586431, 11.315937180362505, 11.408762695135778, 11.50200218714681, 11.595646720560916, 11.689686945060272, 11.784113085363328, 11.878914930687612, 11.974081824173608, 12.069602652289195, 12.16546583423605, 12.26165931138136, 12.358170536740374, 12.454986464537548, 12.5520935398764, 12.649477688550705, 12.747124307032285, 12.845018252673382, 12.943143834164514, 13.041484802291675, 13.140024341039902, 13.238745059093436, 13.337628981786054, 13.436657543558626, 13.535811580984424, 13.635071326426349, 13.734416402393911, 13.833825816671467, 13.933277958292944, 14.03275059444201, 14.132220868360267, 14.231665298349665, 14.33105977795879, 14.430379577446027, 14.529599346615658, 14.628693119125892, 14.727634318370283, 14.826395765036237, 14.924949686445977, 15.023267727786575, 15.121320965336245, 15.21907992179406, 15.316514583819385, 15.413594421885662, 15.510288412550558, 15.606565063240783, 15.702392439645136, 15.79773819580325, 15.892569606970188, 15.986853605328276, 16.080556818607302, 16.173645611662394, 16.26608613104546, 16.357844352590988, 16.448886132020156, 16.539177258548676, 16.628683511463603, 16.71737071961243, 16.80520482372423, 16.89215194145772, 16.97817843504454, 17.0632509813687, 17.147336644294292, 17.23040294902438, 17.31241795824404, 17.392549038963374, 17.470814092368077, 17.547232061855087, 17.6218226331404, 17.694606320569513, 17.765604385992496, 17.83483882523007, 17.902332324672678, 17.968108227886603, 18.03219049653954, 18.094603671993728, 18.155372835359245, 18.21452356706078, 18.272081905756348, 18.32807430689074, 18.38252760100566, 18.43546895198176, 18.48692581536487, 18.53692589693029, 18.585497111631327, 18.632667543072213, 18.678465403638043, 18.72291899540643, 18.766056671957006, 18.807906801185805, 18.84849772922229, 18.88785774553709, 18.926015049318718, 18.96299771718781, 18.998833672307523, 19.033550654939088, 19.067176194482055, 19.099737583029523, 19.13126185045975, 19.161775741077083, 19.191305691806967, 19.219877811942347, 19.24751786443145, 19.27425124869055, 19.300102984919082, 19.325097699889117, 19.3492596141761, 19.372612530793432, 19.395179825189576, 19.41698443656293, 19.438048860447, 19.458395142515894, 19.478044873558357, 19.497019185567066, 19.515338748888873, 19.533023770380982, 19.55009399251782, 19.566568693393297, 19.582466687563514, 19.59780632767557, 19.612605506828917, 19.626881661616785, 19.64065177579639, 19.653932384538052, 19.6667395792049, 19.679089012616355, 19.69099590475049, 19.702475048842043, 19.713540817834705, 19.72420717114832, 19.734487661723392, 19.74439544330737, 19.753943277948924, 19.76314354366857, 19.7720082422756, 19.780549007303385, 19.788777112036705, 19.796703477606705, 19.804338681130634, 19.811692963875277, 19.818776239424533, 19.825598101833144, 19.832167833750024, 19.83849441449608, 19.844586528082715, 19.850452571158474, 19.85610066087253, 19.861538642644835, 19.866774097833776, 19.871814351293313, 19.876666478812403, 19.881337314430457, 19.885833457623445, 19.89016128035596, 19.89432693399536, 19.898336356084684, 19.9021952769718, 19.905909226292636, 19.909483539307054, 19.912923363086275, 19.91623366255131, 19.919419226362184, 19.92248467265817, 19.925434454649572, 19.928272866061857, 19.931004046433312, 19.93363198626754, 19.936160532042404, 19.93859339107721, 19.94093413626007, 19.94318621063757, 19.945352931869014, 19.94743749654754, 19.949442984390647, 19.951372362302635, 19.953228488311577, 19.9550141153835, 19.956731895116476 ], "yaxis": "y" }, { "hovertemplate": "Chemical=ES
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "ES", "line": { "color": "red", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "ES", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 0, 0.18000000000000005, 0.24643080000000006, 0.24932072707179814, 0.2507563210574337, 0.2521872612645667, 0.2536135632075841, 0.25503524234637837, 0.25645231408655644, 0.25787891857657813, 0.25931507368442736, 0.2607607963204652, 0.2622161024156719, 0.26368100689967455, 0.26515552367856476, 0.26663966561250807, 0.26813344449314935, 0.2696368710208173, 0.2711499547815323, 0.27267270422382106, 0.2742051266353425, 0.27574722811932983, 0.27729901357085246, 0.27886048665290375, 0.2804316497723193, 0.28201250405553124, 0.28360304932416397, 0.28520328407047835, 0.28681320543266925, 0.2884328091700238, 0.29006208963794705, 0.29170103976286216, 0.29334965101699195, 0.2950079133930305, 0.296675815378712, 0.2983533439312854, 0.30004048445190334, 0.30173722075993503, 0.3034435350672111, 0.3051594079522111, 0.3068848183342029, 0.308619743447345, 0.31036415881476137, 0.3121180382226008, 0.3138813536940913, 0.31565407546360186, 0.3174361719507231, 0.3192276097343798, 0.32102835352698744, 0.32283836614866657, 0.3246576085015281, 0.32648603954404376, 0.32832361626551604, 0.33017029366066186, 0.332026024704326, 0.33389076032633896, 0.33576444938653555, 0.3376470386499506, 0.3395384727622084, 0.34143869422512285, 0.34334764337252643, 0.3452652583463451, 0.34719147507293824, 0.3491262272397223, 0.35106944627209674, 0.35302106131069266, 0.3549809991889638, 0.35694918441114015, 0.3589255391305653, 0.3609099831284387, 0.36290243379298437, 0.36490280609906817, 0.3669110125882861, 0.36892696334954667, 0.37095056600016973, 0.3729817256675269, 0.375020344971246, 0.3770663240060047, 0.3791195603249383, 0.3811799489236861, 0.3832473822251021, 0.3853217500646559, 0.3874029396765503, 0.38949083568058085, 0.3915853200697653, 0.3936862721987699, 0.3957935687731588, 0.3979070838394958, 0.4000266887763249, 0.4021522522860588, 0.40428364038780296, 0.4064207164111447, 0.4085633409909348, 0.41071137206309205, 0.4128646648614589, 0.4150230719157376, 0.41718644305053654, 0.4193546253855559, 0.4215274633369427, 0.42370479861984395, 0.4258864702521885, 0.4280723145597267, 0.4302621651823573, 0.4324558530817719, 0.43465320655044526, 0.43685405122200205, 0.4390582100829884, 0.44126550348607735, 0.44347574916473753, 0.44568876224939297, 0.44790435528510275, 0.4501223382507884, 0.45234251858003643, 0.4545647011835034, 0.4567886884729502, 0.4590142803869318, 0.4612412744181688, 0.4634694656426247, 0.46569864675031475, 0.46792860807786996, 0.47015913764287914, 0.47239002118003215, 0.474621042179085, 0.4768519819246693, 0.47908261953796416, 0.48131273202025104, 0.4835420942983689, 0.4857704792720867, 0.4879976578634091, 0.4902233990678304, 0.49244747000754974, 0.49466963598666003, 0.4968896605483217, 0.49910730553393046, 0.5013223311442874, 0.5035344960027778, 0.5057435572205637, 0.5079492704637946, 0.5101513900228355, 0.512349668883516, 0.514543858800395, 0.5167337103720405, 0.5189189731183161, 0.5210993955596692, 0.52327472529841, 0.5254447091019698, 0.5276090929881255, 0.5297676223121738, 0.5319200418560366, 0.5340660959192788, 0.5362055284120133, 0.5383380829496697, 0.5404635029495984, 0.54258153172948, 0.5446919126075065, 0.5467943890043009, 0.5488887045465346, 0.5509746031722037, 0.5530518292375205, 0.5551201276253729, 0.5571792438553046, 0.5592289241949622, 0.5612689157729561, 0.563298966693077, 0.5653188261498068, 0.5673282445450623, 0.5693269736061031, 0.5713147665045363, 0.5732913779763442, 0.5752565644428609, 0.5772100841326187, 0.5791516972039834, 0.5810811658684948, 0.5829982545148242, 0.58490272983326, 0.5867943609406275, 0.5886729195055485, 0.5905381798739398, 0.592389919194652, 0.5942279175451418, 0.5960519580570729, 0.5978618270417347, 0.5996573141151683, 0.6014382123228831, 0.603204318264049, 0.6049554322150444, 0.6066913582522383, 0.6084119043738822, 0.6101168826209882, 0.6118061091970638, 0.6134794045865749, 0.6151365936720061, 0.6167775058493858, 0.6184019751421418, 0.620009840313153, 0.6216009449748607, 0.6231751376973026, 0.6247322721139313, 0.6262722070250799, 0.6277948064989354, 0.629299939969881, 0.6307874823340693, 0.6322573140420875, 0.6337093211885755, 0.635143395598662, 0.6365594349110798, 0.6379573426578267, 0.6393370283402365, 0.6406984075013301, 0.642041401794314, 0.6433659390470998, 0.6446719533227179, 0.6459593849755025, 0.6472281807029286, 0.6484782935929818, 0.64970968316695, 0.6509223154175254, 0.652116162842112, 0.6532912044712361, 0.6544474258919644, 0.6555848192662359, 0.6567033833440229, 0.6578031234712363, 0.6588840515923029, 0.6599461862473425, 0.6609895525638807, 0.6620141822430426, 0.6630201135401737, 0.6640073912398456, 0.6649760666252118, 0.6659261974416799, 0.6668578478548841, 0.6677710884029401, 0.6686659959429787, 0.6695426535919611, 0.6704011506617846, 0.6712415825887017, 0.6720640508570769, 0.6728686629175219, 0.6736555320994525, 0.6744247775181241, 0.675176523976209, 0.675910901859989, 0.6766280470302469, 0.6773281007079472, 0.6780112093548093, 0.678677524548881, 0.6793272028552352, 0.6799604056919156, 0.6805772991912715, 0.681178054056827, 0.6817628454158416, 0.6823318526677264, 0.6828852593284872, 0.6834232528713782, 0.6839460245639537, 0.6844537693017159, 0.6849466854385623, 0.6854249746142466, 0.6858888415790687, 0.6863384940160233, 0.6867741423606343, 0.6871959996187152, 0.6876042811822981, 0.6879992046439767, 0.6883809896099178, 0.6887498575117966, 0.6891060314179147, 0.6894497358437639, 0.6897811965623013, 0.6901006404142012, 0.6904082951183534, 0.6907043890828763, 0.6909891512169124, 0.6912628107434777, 0.6915255970136299, 0.6917777393222226, 0.6920194667255086, 0.6922510078608527, 0.6924725907688118, 0.6926844427178348, 0.6928867900318298, 0.6930798579208427, 0.6932638703150827, 0.6934390497025256, 0.6936056169703172, 0.6937637912501934, 0.6939137897681219, 0.6940558276983654, 0.6941901180221542, 0.6943168713911475, 0.6944362959958518, 0.6945485974391544, 0.6946539786151192, 0.6947526395931795, 0.6948447775078508, 0.694930586454077, 0.6950102573883058, 0.6950839780353809, 0.6951519328013248, 0.6952143026920709, 0.6952712652381922, 0.6953229944256608, 0.6953696606326581, 0.6954114305724419, 0.6954484672422653, 0.6954809298783273, 0.6955089739167227, 0.6955327509603448, 0.6955524087516848, 0.6955680911514547, 0.6955799381229533, 0.6955880857220789, 0.6955926660928838, 0.6955938074685533, 0.6955916341776801, 0.6955862666556997, 0.6955778214613348, 0.6955664112978969, 0.695552145039276, 0.6955351277604489, 0.6955154607723232, 0.695493241660732, 0.6954685643293854, 0.6954415190465811, 0.6954121924954706, 0.6953806678276747, 0.695347024720038, 0.6953113394343089, 0.6952736848795321, 0.6952341306769356, 0.6951927432270973, 0.6951495857791751, 0.6951047185019836, 0.6950581985567061, 0.6950100801710274, 0.69496041471448, 0.6949092507747988, 0.6948566342350808, 0.6948026083515537, 0.6947472138317614, 0.6946904889129787, 0.6946324694406758, 0.6945731889468569, 0.694512678728106, 0.6944509679231784, 0.6943880835899865, 0.6943240507818322, 0.6942588926227495, 0.694192630381828, 0.6941252835463949, 0.6940568698939441, 0.6939874055627068, 0.6939169051207682, 0.6938453816336427, 0.6937728467302295, 0.6936993106670764, 0.693624782390891, 0.6935492695992459, 0.6934727787994294, 0.6933953153654059, 0.6933168835928549, 0.6932374867522647, 0.6931571271400655, 0.6930758061277924, 0.6929935242092756, 0.6929102810458618, 0.692826075509675, 0.692740905724933, 0.6926547691073384, 0.6925676624015703, 0.6924795817169053, 0.6923905225610001, 0.6923004798718759, 0.6922094480481418, 0.6921174209775022, 0.6920243920635949, 0.6919303542512065, 0.6918353000499173, 0.6917392215562259, 0.6916421104742079, 0.6915439581347623, 0.6914447555135006, 0.6913444932473336, 0.6912431616498116, 0.6911407507252731, 0.6910372501818571, 0.6909326494434327, 0.6908269376605006, 0.6907201037201193, 0.6906121362549057, 0.6905030236511632, 0.6903927540561845, 0.690281315384777, 0.6901686953250574, 0.6900548813435596, 0.6899398606896977, 0.6898236203996262, 0.6897061472995363, 0.6895874280084247, 0.689467448940371, 0.6893461963063584, 0.6892236561156664, 0.6890998141768693, 0.688974656098466, 0.6888481672891686, 0.6887203329578748, 0.6885911381133463, 0.6884605675636155, 0.6883286059151409, 0.6881952375717278, 0.688060446733234, 0.6879242173940731, 0.6877865333415331, 0.6876473781539206, 0.6875067351985445, 0.6873645876295489, 0.6872209183856052, 0.6870757101874736, 0.6869289455354399, 0.6867806067066362, 0.6866306757522511, 0.6864791344946354, 0.6863259645243077, 0.6861711471968654, 0.6860146636298025, 0.6858564946992396, 0.6856966210365684, 0.6855350230250112, 0.6853716807960998, 0.6852065742260729, 0.6850396829321947, 0.6848709862689953, 0.6847004633244321, 0.6845280929159744, 0.6843538535866097, 0.6841777236007728, 0.6839996809401956, 0.6838197032996792, 0.6836377680827864, 0.6834538523974529, 0.6832679330515188, 0.6830799865481763, 0.6828899890813351, 0.6826979165309028, 0.682503744457978, 0.6823074480999575, 0.682109002365553, 0.6819083818297181, 0.6817055607284814, 0.6815005129536872, 0.6812932120476386, 0.6810836311976436, 0.680871743230461, 0.6806575206066444, 0.6804409354147827, 0.6802219593656338, 0.6800005637861509, 0.679776719613398, 0.6795503973883528, 0.6793215672495939, 0.6790901989268721, 0.6788562617345596, 0.6786197245649789, 0.6783805558816053, 0.6781387237121421, 0.6778941956414659, 0.6776469388044378, 0.6773969198785799, 0.6771441050766116, 0.6768884601388455, 0.6766299503254374, 0.6763685404084885, 0.6761041946639972, 0.6758368768636557, 0.6755665502664894, 0.6752931776103351, 0.6750167211031548, 0.6747371424141808, 0.67445440266489, 0.6741684624198019, 0.6738792816770978, 0.6735868198590566, 0.6732910358023034, 0.6729918877478674, 0.6726893333310432, 0.6723833295710537, 0.6720738328605083, 0.6717607989546525, 0.6714441829604045, 0.6711239393251747, 0.670800021825461, 0.6704723835552184, 0.6701409769139953, 0.6698057535948321, 0.669466664571917, 0.6691236600879942, 0.6687766896415179, 0.6684257019735469, 0.6680706450543743, 0.6677114660698867, 0.6673481114076463, 0.6669805266426891, 0.6666086565230359, 0.6662324449549049, 0.6658518349876242, 0.6654667687982345, 0.6650771876757756, 0.6646830320052505, 0.6642842412512596, 0.6638807539412974, 0.663472507648704, 0.6630594389752646, 0.6626414835334486, 0.6622185759282805, 0.6617906497388337, 0.6613576374993408, 0.6609194706799092, 0.6604760796668356, 0.6600273937425096, 0.6595733410648967, 0.6591138486465931, 0.6586488423334406, 0.658178246782695, 0.6577019854407344, 0.657219980520301, 0.6567321529772632, 0.6562384224868902, 0.6557387074196264, 0.6552329248163551, 0.654720990363142, 0.6542028183654456, 0.6536783217217828, 0.6531474118968403, 0.6526099988940175, 0.6520659912273892, 0.6515152958930778, 0.6509578183400199, 0.6503934624401162, 0.6498221304577513, 0.6492437230186704, 0.6486581390781994, 0.6480652758887953, 0.6474650289669128, 0.6468572920591739, 0.6462419571078247, 0.6456189142154686, 0.6449880516090574, 0.6443492556031292, 0.6437024105622764, 0.6430473988628298, 0.6423841008537439, 0.6417123948166676, 0.6410321569251874, 0.6403432612032244, 0.6396455794825728, 0.6389389813595644, 0.6382233341508413, 0.637498502848225, 0.6367643500726639, 0.6360207360272457, 0.6352675184492593, 0.6345045525612901, 0.6337316910213361, 0.6329487838719281, 0.6321556784882418, 0.6313522195251862, 0.6305382488634548, 0.6297136055545282, 0.6288781257646132, 0.6280316427175077, 0.6271739866363785, 0.6263049846844432, 0.6254244609045442, 0.6245322361576064, 0.6236281280599708, 0.6227119509195954, 0.6217835156711193, 0.6208426298097837, 0.6198890973242073, 0.6189227186280144, 0.6179432904903155, 0.6169506059650417, 0.6159444543191379, 0.6149246209596206, 0.6138908873595078, 0.6128430309826334, 0.6117808252073599, 0.6107040392492057, 0.6096124380824083, 0.6085057823604472, 0.6073838283355539, 0.6062463277772426, 0.6050930278898962, 0.6039236712294516, 0.6027379956192295, 0.6015357340649627, 0.6003166146690806, 0.5990803605443151, 0.5978266897267034, 0.5965553150880627, 0.5952659442480304, 0.5939582794857625, 0.592632017651401, 0.5912868500774224, 0.5899224624899981, 0.5885385349205049, 0.5871347416173359, 0.5857107509581775, 0.5842662253629306, 0.582800821207471, 0.5813141887384574, 0.5798059719894156, 0.5782758086983435, 0.5767233302271039, 0.5751481614828886, 0.5735499208420648, 0.5719282200767342, 0.5702826642843625, 0.568612851820864, 0.5669183742375532, 0.5651988162224056, 0.5634537555461046, 0.5616827630133807, 0.5598854024201917, 0.5580612305173224, 0.5562097969810323, 0.5543306443914157, 0.5524233082191851, 0.5504873168216402, 0.5485221914486307, 0.5465274462593772, 0.5445025883510691, 0.5424471178002183, 0.5403605277178085, 0.5382423043193467, 0.536091927010989, 0.5339088684929865, 0.5316925948817722, 0.5294425658520843, 0.5271582348006075, 0.5248390490326956, 0.522484449973826, 0.5200938734075319, 0.517666749741647, 0.515202504304799, 0.5127005576751884, 0.5101603260437879, 0.5075812216142079, 0.5049626530415791, 0.50230402591291, 0.49960474327149296, 0.49686420618803423, 0.49408181438130616, 0.4912569668912166, 0.48838906280731076, 0.4854775020558173, 0.48252168624845854, 0.479521019596338, 0.4764749098923088, 0.473382769565312, 0.47024401681024114, 0.46705807679695355, 0.46382438296209183, 0.4605423783874106, 0.4572115172683117, 0.4538312664762796, 0.4504011072188682, 0.44692053680082744, 0.4433890704898522, 0.4398062434903035, 0.4361716130280702, 0.43248476054951707, 0.4287452940371865, 0.4249528504445954, 0.42110709825206727, 0.4172077401450888, 0.41325451581614064, 0.4092472048903446, 0.40518562997457375, 0.401069659828885, 0.39689921265825384, 0.3926742595216094, 0.38839482785407764, 0.3840610050971446, 0.37967294243013744, 0.3752308585949923, 0.370735043804732, 0.3661858637244076, 0.3615837635114779, 0.356929271900703, 0.3522230053166201, 0.34746567199457, 0.3426580760890408, 0.3378011217458289, 0.3328958171121841, 0.3279432782567415, 0.32294473296865805, 0.31790152440300834, 0.3128151145371788, 0.3076870874007653, 0.3025191520393806, 0.2973131451708452, 0.29207103349053226, 0.2867949155812051, 0.2814870233815934, 0.27614972316724645, 0.27078551599695244, 0.2653970375782711, 0.2599870575065615, 0.25455847783334457, 0.24911433092198854, 0.2436577765515725, 0.23819209823343182, 0.23272069870932205, 0.22730128870544214, 0.22193689506391276, 0.21662967366490019, 0.21138203105572967, 0.2061961381766294, 0.2010741266619157, 0.1960180020987955, 0.19102967309023072, 0.1861109347573141, 0.1812634706780077, 0.17648884841499402, 0.17178851810278778, 0.16716381056555324, 0.16261593625635698, 0.15814598455041698, 0.15375492354743053, 0.14944360031597098, 0.14521274158504455, 0.1410629548598916, 0.1369947299449636, 0.13300844085209185, 0.12910434807079832, 0.12528260117580262, 0.12154324174553796, 0.11788620656443993, 0.11431133108105358, 0.11081835309356494, 0.10740691663420274, 0.10407657602405569, 0.10082680007019648, 0.09765697637757194, 0.09456641574889013, 0.0915543566466887, 0.08861996969287886, 0.08576236218230249, 0.08298058258819825, 0.08027362503891364, 0.07764043374671362, 0.07507990737109008, 0.07259090330056206, 0.0701722418385444, 0.06782271028044705, 0.06554106687072461, 0.06332604463011812, 0.061176355044805425, 0.05909069161059176, 0.057067733226622674, 0.05510614743437828, 0.05320459349890752, 0.05136172533037921, 0.049576194245061, 0.047846651565787324, 0.0461717510628412, 0.04455015123695581, 0.04298051744683913, 0.04146152388424251, 0.03999185540013405, 0.038570209186004414, 0.03719529631472787, 0.03586584314573234, 0.034580592599498874, 0.03333830530662297, 0.03213776063682608, 0.03097775761341541, 0.029857115718753907, 0.028774675596326814, 0.027729299654979764, 0.026719872580859817, 0.025745301762519237, 0.02480451763454598, 0.023896473944967273, 0.023020147951538023, 0.02217454055187497, 0.02135867635223561, 0.02057160367956795, 0.019812394541277742, 0.019080144536973865, 0.01837397272626371, 0.01769302145647911, 0.01703645615402154, 0.01640346508282422, 0.015793259073239727, 0.015205071224475099, 0.014638156583513699, 0.014091791803284882, 0.013565274782668712, 0.013057924290755134, 0.012569079577614661, 0.012098099973681322, 0.011644364479698771, 0.011207271349036955, 0.010786237664049639, 0.010380698908012805, 0.009990108534059714, 0.009613937532411281, 0.009251673997088905, 0.008902822693192269, 0.008566904625725683, 0.008243456610863585, 0.007932030850458724, 0.0076321945105148675, 0.00734352930426945, 0.007065631080460445, 0.006798109417285373, 0.006540587222498595, 0.0062927003400358745, 0.006054097163502166, 0.005824438256809497, 0.005603395982206642, 0.005390654135900644, 0.0051859075914318774, 0.004988861950929368, 0.004799233204340876 ], "yaxis": "y" }, { "hovertemplate": "Chemical=E
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "E", "line": { "color": "violet", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "E", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 1, 0.82, 0.7535691999999999, 0.7506792729282018, 0.7492436789425663, 0.7478127387354333, 0.7463864367924159, 0.7449647576536216, 0.7435476859134436, 0.7421210814234218, 0.7406849263155726, 0.7392392036795348, 0.7377838975843282, 0.7363189931003256, 0.7348444763214353, 0.733360334387492, 0.7318665555068508, 0.7303631289791828, 0.7288500452184677, 0.727327295776179, 0.7257948733646575, 0.7242527718806703, 0.7227009864291477, 0.7211395133470964, 0.7195683502276807, 0.7179874959444689, 0.7163969506758361, 0.7147967159295217, 0.7131867945673308, 0.7115671908299762, 0.7099379103620529, 0.7082989602371378, 0.706650348983008, 0.7049920866069694, 0.703324184621288, 0.7016466560687147, 0.6999595155480968, 0.6982627792400651, 0.696556464932789, 0.694840592047789, 0.6931151816657972, 0.6913802565526551, 0.6896358411852387, 0.6878819617773992, 0.6861186463059088, 0.6843459245363983, 0.6825638280492771, 0.6807723902656203, 0.6789716464730127, 0.6771616338513335, 0.675342391498472, 0.6735139604559562, 0.671676383734484, 0.6698297063393382, 0.6679739752956741, 0.6661092396736612, 0.6642355506134646, 0.6623529613500496, 0.6604615272377918, 0.6585613057748774, 0.6566523566274738, 0.6547347416536552, 0.652808524927062, 0.6508737727602779, 0.6489305537279035, 0.6469789386893077, 0.6450190008110366, 0.6430508155888602, 0.6410744608694351, 0.6390900168715616, 0.637097566207016, 0.6350971939009321, 0.6330889874117142, 0.6310730366504537, 0.6290494339998306, 0.6270182743324734, 0.6249796550287543, 0.6229336759939956, 0.620880439675062, 0.6188200510763142, 0.6167526177748983, 0.6146782499353445, 0.6125970603234501, 0.6105091643194196, 0.6084146799302351, 0.6063137278012306, 0.6042064312268417, 0.6020929161605048, 0.5999733112236757, 0.5978477477139418, 0.5957163596121976, 0.5935792835888559, 0.5914366590090658, 0.5892886279369085, 0.5871353351385417, 0.5849769280842629, 0.582813556949464, 0.5806453746144447, 0.5784725366630579, 0.5762952013801567, 0.574113529747812, 0.5719276854402738, 0.5697378348176432, 0.5675441469182286, 0.5653467934495553, 0.5631459487779985, 0.5609417899170122, 0.5587344965139232, 0.556524250835263, 0.5543112377506076, 0.5520956447148978, 0.5498776617492122, 0.5476574814199641, 0.5454352988164971, 0.5432113115270504, 0.5409857196130687, 0.5387587255818317, 0.5365305343573759, 0.5343013532496859, 0.5320713919221307, 0.5298408623571215, 0.5276099788199685, 0.5253789578209156, 0.5231480180753313, 0.5209173804620364, 0.5186872679797495, 0.5164579057016316, 0.5142295207279138, 0.5120023421365915, 0.5097766009321701, 0.5075525299924508, 0.5053303640133405, 0.5031103394516788, 0.50089269446607, 0.498677668855713, 0.49646550399722267, 0.4942564427794367, 0.49205072953620593, 0.48984860997716506, 0.48765033111648465, 0.48545614119960556, 0.48326628962796003, 0.4810810268816844, 0.4789006044403313, 0.4767252747015905, 0.47455529089803067, 0.47239090701187497, 0.4702323776878268, 0.46807995814396397, 0.4659339040807218, 0.46379447158798726, 0.46166191705033083, 0.4595364970504021, 0.45741846827052063, 0.4553080873924941, 0.4532056109956997, 0.45111129545346607, 0.4490253968277969, 0.44694817076248017, 0.4448798723746277, 0.442820756144696, 0.44077107580503844, 0.4387310842270445, 0.43670103330692367, 0.4346811738501939, 0.4326717554549384, 0.4306730263938976, 0.42868523349546445, 0.42670862202365656, 0.42474343555713984, 0.42278991586738207, 0.4208483027960173, 0.4189188341315059, 0.41700174548517643, 0.4150972701667407, 0.41320563905937313, 0.41132708049445216, 0.4094618201260608, 0.4076100808053486, 0.4057720824548588, 0.40394804194292777, 0.4021381729582659, 0.40034268588483235, 0.39856178767711764, 0.39679568173595176, 0.3950445677849563, 0.3933086417477625, 0.3915880956261186, 0.38988311737901266, 0.3881938908029371, 0.38652059541342604, 0.3848634063279948, 0.38322249415061516, 0.3815980248578592, 0.379990159686848, 0.37839905502514026, 0.37682486230269835, 0.37526772788606966, 0.37372779297492104, 0.37220519350106557, 0.37070006003011996, 0.36921251766593155, 0.3677426859579134, 0.36629067881142535, 0.3648566044013388, 0.3634405650889209, 0.362042657342174, 0.36066297165976413, 0.3593015924986705, 0.3579585982056866, 0.3566340609529008, 0.35532804667728274, 0.3540406150244981, 0.35277181929707196, 0.3515217064070188, 0.3502903168330506, 0.3490776845824752, 0.3478838371578886, 0.34670879552876455, 0.34555257410803636, 0.34441518073376476, 0.3432966166559778, 0.34219687652876446, 0.34111594840769777, 0.34005381375265825, 0.33901044743612, 0.3379858177569581, 0.33697988645982707, 0.3359926087601551, 0.335023933374789, 0.33407380255832086, 0.33314215214511667, 0.3322289115970607, 0.331334004057022, 0.33045734640803964, 0.32959884933821604, 0.32875841741129896, 0.32793594914292373, 0.32713133708247877, 0.32634446790054816, 0.32557522248187654, 0.3248234760237917, 0.3240890981400117, 0.32337195296975385, 0.3226718992920535, 0.3219887906451915, 0.32132247545111975, 0.32067279714476554, 0.3200395943080851, 0.31942270080872925, 0.3188219459431738, 0.31823715458415913, 0.3176681473322744, 0.31711474067151363, 0.31657674712862266, 0.3160539754360472, 0.3155462306982851, 0.3150533145614386, 0.3145750253857544, 0.3141111584209322, 0.3136615059839776, 0.31322585763936667, 0.3128040003812857, 0.31239571881770284, 0.3120007953560243, 0.31161901039008316, 0.3112501424882043, 0.31089396858208623, 0.310550264156237, 0.31021880343769964, 0.3098993595857998, 0.30959170488164744, 0.3092956109171246, 0.3090108487830885, 0.30873718925652316, 0.3084744029863709, 0.30822226067777814, 0.30798053327449215, 0.3077489921391481, 0.30752740923118893, 0.3073155572821659, 0.30711320996817093, 0.306920142079158, 0.30673612968491804, 0.3065609502974752, 0.3063943830296836, 0.30623620874980734, 0.3060862102318788, 0.3059441723016353, 0.3058098819778465, 0.30568312860885316, 0.3055637040041489, 0.3054514025608463, 0.3053460213848815, 0.3052473604068213, 0.30515522249215, 0.30506941354592376, 0.30498974261169504, 0.30491602196462, 0.3048480671986761, 0.30478569730793004, 0.30472873476180873, 0.30467700557434, 0.3046303393673427, 0.3045885694275589, 0.3045515327577355, 0.3045190701216734, 0.304491026083278, 0.30446724903965583, 0.3044475912483159, 0.304431908848546, 0.30442006187704745, 0.30441191427792186, 0.3044073339071169, 0.30440619253144746, 0.3044083658223206, 0.3044137333443011, 0.30442217853866593, 0.30443358870210385, 0.30444785496072474, 0.3044648722395519, 0.3044845392276776, 0.3045067583392688, 0.3045314356706154, 0.3045584809534197, 0.3045878075045302, 0.30461933217232606, 0.3046529752799628, 0.3046886605656918, 0.30472631512046855, 0.30476586932306504, 0.3048072567729033, 0.3048504142208256, 0.30489528149801703, 0.30494180144329447, 0.3049899198289733, 0.30503958528552066, 0.3050907492252018, 0.3051433657649198, 0.30519739164844684, 0.3052527861682392, 0.3053095110870219, 0.3053675305593248, 0.3054268110531437, 0.30548732127189465, 0.3055490320768222, 0.30561191641001406, 0.3056759492181684, 0.305741107377251, 0.30580736961817256, 0.30587471645360564, 0.30594313010605645, 0.30601259443729373, 0.30608309487923235, 0.30615461836635777, 0.30622715326977096, 0.3063006893329242, 0.3063752176091096, 0.30645073040075466, 0.3065272212005712, 0.30660468463459467, 0.30668311640714563, 0.3067625132477358, 0.306842872859935, 0.30692419387220815, 0.30700647579072493, 0.3070897189541387, 0.3071739244903255, 0.3072590942750676, 0.30734523089266225, 0.3074323375984303, 0.3075204182830954, 0.3076094774390006, 0.30769952012812474, 0.30779055195185884, 0.3078825790224984, 0.30797560793640566, 0.308069645748794, 0.3081646999500831, 0.3082607784437745, 0.30835788952579246, 0.30845604186523806, 0.3085552444864998, 0.30865550675266684, 0.30875683835018886, 0.3088592492747273, 0.30896274981814337, 0.30906735055656787, 0.30917306233949987, 0.3092798962798812, 0.30938786374509475, 0.3094969763488372, 0.309607245943816, 0.30971868461522356, 0.30983130467494313, 0.3099451186564409, 0.31006013931030285, 0.31017637960037436, 0.3102938527004643, 0.31041257199157596, 0.31053255105962957, 0.3106538036936422, 0.3107763438843342, 0.31090018582313134, 0.31102534390153463, 0.3111518327108319, 0.3112796670421257, 0.31140886188665423, 0.311539432436385, 0.3116713940848596, 0.31180476242827265, 0.3119395532667666, 0.31207578260592755, 0.3122134666584676, 0.3123526218460801, 0.31249326480145617, 0.3126354123704519, 0.3127790816143956, 0.3129242898125272, 0.31307105446456085, 0.31321939329336457, 0.31336932424774966, 0.3135208655053654, 0.313674035475693, 0.3138288528031353, 0.3139853363701983, 0.3141435053007612, 0.3143033789634324, 0.31446497697498954, 0.31462831920390094, 0.3147934257739279, 0.31496031706780603, 0.31512901373100544, 0.31529953667556865, 0.3154719070840264, 0.31564614641339106, 0.31582227639922805, 0.3160003190598053, 0.3161802967003216, 0.3163622319172144, 0.3165461476025479, 0.3167320669484821, 0.31692001345182463, 0.3171100109186657, 0.31730208346909805, 0.3174962555420228, 0.3176925519000433, 0.3178909976344477, 0.3180916181702827, 0.31829443927151935, 0.31849948704631353, 0.3187067879523621, 0.31891636880235713, 0.3191282567695397, 0.31934247939335625, 0.319559064585218, 0.31977804063436693, 0.3199994362138498, 0.32022328038660264, 0.3204496026116479, 0.32067843275040675, 0.32090980107312866, 0.3211437382654412, 0.32138027543502184, 0.32161944411839544, 0.32186127628785854, 0.32210580435853475, 0.3223530611955628, 0.32260308012142075, 0.322855894923389, 0.32311153986115504, 0.3233700496745632, 0.32363145959151207, 0.3238958053360034, 0.3241631231363449, 0.3244334497335111, 0.32470682238966536, 0.3249832788968457, 0.3252628575858197, 0.32554559733511046, 0.32583153758019856, 0.3261207183229026, 0.32641318014094384, 0.32670896419769696, 0.327008112252133, 0.3273106666689572, 0.32761667042894665, 0.3279261671394921, 0.32823920104534793, 0.3285558170395958, 0.32887606067482567, 0.3291999781745394, 0.3295276164447819, 0.329859023086005, 0.3301942464051683, 0.3305333354280834, 0.3308763399120061, 0.3312233103584824, 0.33157429802645344, 0.3319293549456261, 0.33228853393011365, 0.3326518885923542, 0.33301947335731125, 0.33339134347696453, 0.33376755504509553, 0.33414816501237615, 0.33453323120176587, 0.33492281232422483, 0.3353169679947499, 0.3357157587487407, 0.3361192460587029, 0.3365274923512963, 0.33694056102473574, 0.3373585164665517, 0.33778142407171985, 0.3382093502611666, 0.33864236250065954, 0.3390805293200912, 0.33952392033316475, 0.3399726062574908, 0.34042665893510377, 0.3408861513534075, 0.34135115766655993, 0.34182175321730557, 0.3422980145592662, 0.34278001947969966, 0.3432678470227375, 0.34376157751311043, 0.34426129258037436, 0.3447670751836457, 0.34527900963685876, 0.34579718163455525, 0.346321678278218, 0.3468525881031604, 0.3473900011059832, 0.34793400877261155, 0.348484704106923, 0.3490421816599809, 0.34960653755988463, 0.35017786954224955, 0.3507562769813305, 0.3513418609218015, 0.3519347241112055, 0.35253497103308795, 0.3531427079408269, 0.3537580428921761, 0.35438108578453226, 0.35501194839094347, 0.3556507443968716, 0.3562975894377244, 0.356952601137171, 0.35761589914625697, 0.3582876051833332, 0.35896784307481344, 0.35965673879677656, 0.3603544205174281, 0.3610610186404366, 0.36177666584915974, 0.3625014971517761, 0.36323564992733726, 0.3639792639727554, 0.3647324815507418, 0.365495447438711, 0.366268308978665, 0.36705121612807307, 0.36784432151175933, 0.36864778047481506, 0.3694617511365465, 0.37028639444547307, 0.371121874235388, 0.37196835728249356, 0.37282601336362275, 0.37369501531555804, 0.37457553909545704, 0.3754677638423948, 0.3763718719400304, 0.37728804908040586, 0.378216484328882, 0.37915737019021767, 0.3801109026757941, 0.381077281371987, 0.38205670950968584, 0.38304939403495963, 0.38405554568086336, 0.38507537904038064, 0.38610911264049347, 0.38715696901736785, 0.38821917479264134, 0.3892959607507956, 0.39038756191759294, 0.391494217639554, 0.3926161716644472, 0.3937536722227585, 0.39490697211010495, 0.3960763287705496, 0.3972620043807717, 0.3984642659350384, 0.3996833853309206, 0.40091963945568604, 0.4021733102732977, 0.40344468491193836, 0.40473405575197074, 0.40604172051423854, 0.4073679823486, 0.4087131499225787, 0.41007753751000303, 0.41146146507949627, 0.41286525838266525, 0.41428924904182374, 0.41573377463707056, 0.41719917879253016, 0.4186858112615437, 0.42019402801058553, 0.4217241913016576, 0.42327666977289724, 0.4248518385171125, 0.4264500791579363, 0.42807177992326695, 0.4297173357156387, 0.43138714817913715, 0.4330816257624479, 0.43480118377759547, 0.43654624445389656, 0.4383172369866204, 0.4401145975798094, 0.44193876948267874, 0.44379020301896877, 0.44566935560858545, 0.44757669178081605, 0.44951268317836096, 0.45147780855137043, 0.4534725537406239, 0.4554974116489319, 0.4575528821997828, 0.4596394722821926, 0.4617576956806544, 0.46390807298901215, 0.4660911315070146, 0.4683074051182288, 0.4705574341479168, 0.47284176519939347, 0.4751609509673054, 0.4775155500261749, 0.479906126592469, 0.48233325025835394, 0.4847974956952019, 0.48729944232481254, 0.48983967395621303, 0.492418778385793, 0.49503734695842183, 0.4976959740870909, 0.5003952567285079, 0.5031357938119666, 0.5059181856186946, 0.5087430331087842, 0.51161093719269, 0.5145224979441835, 0.5174783137515422, 0.5204789804036627, 0.523525090107692, 0.5266172304346888, 0.5297559831897597, 0.5329419232030473, 0.5361756170379091, 0.5394576216125904, 0.5427884827316892, 0.5461687335237213, 0.5495988927811326, 0.5530794631991733, 0.5566109295101486, 0.5601937565096973, 0.5638283869719305, 0.5675152394504837, 0.5712547059628142, 0.5750471495554053, 0.5788929017479334, 0.5827922598549118, 0.58674548418386, 0.590752795109656, 0.5948143700254268, 0.5989303401711156, 0.6031007873417467, 0.6073257404783912, 0.6116051721459229, 0.615938994902856, 0.6203270575698631, 0.6247691414050083, 0.6292649561952686, 0.6338141362755929, 0.6384162364885226, 0.6430707280992976, 0.6477769946833805, 0.6525343280054305, 0.6573419239109597, 0.6621988782541716, 0.6671041828878164, 0.6720567217432589, 0.6770552670313424, 0.6820984755969921, 0.6871848854628216, 0.6923129125992352, 0.6974808479606199, 0.7026868548291554, 0.7079289665094683, 0.7132050844187955, 0.7185129766184072, 0.7238502768327542, 0.7292144840030482, 0.7346029624217296, 0.7400129424934392, 0.7454415221666562, 0.7508856690780121, 0.7563422234484282, 0.7618079017665689, 0.7672793012906787, 0.7726987112945586, 0.778063104936088, 0.7833703263351006, 0.7886179689442712, 0.7938038618233715, 0.7989258733380852, 0.8039819979012054, 0.8089703269097701, 0.8138890652426867, 0.8187365293219931, 0.8235111515850069, 0.828211481897213, 0.8328361894344476, 0.8373840637436438, 0.8418540154495838, 0.8462450764525703, 0.8505563996840299, 0.8547872584149563, 0.8589370451401093, 0.8630052700550372, 0.866991559147909, 0.8708956519292026, 0.8747173988241983, 0.8784567582544629, 0.882113793435561, 0.8856886689189473, 0.8891816469064359, 0.8925930833657981, 0.8959234239759452, 0.8991731999298044, 0.9023430236224289, 0.9054335842511108, 0.9084456433533121, 0.911380030307122, 0.9142376378176984, 0.9170194174118026, 0.9197263749610872, 0.9223595662532872, 0.9249200926289107, 0.9274090966994387, 0.9298277581614564, 0.9321772897195537, 0.9344589331292762, 0.9366739553698827, 0.9388236449551954, 0.9409093083894091, 0.9429322667733782, 0.9448938525656225, 0.9467954065010933, 0.9486382746696216, 0.9504238057549398, 0.9521533484342135, 0.9538282489371597, 0.9554498487630451, 0.9570194825531617, 0.9585384761157584, 0.9600081445998668, 0.9614297908139965, 0.962804703685273, 0.9641341568542686, 0.965419407400502, 0.9666616946933779, 0.9678622393631748, 0.9690222423865855, 0.9701428842812471, 0.9712253244036742, 0.9722707003450212, 0.9732801274191412, 0.9742546982374818, 0.9751954823654551, 0.9761035260550338, 0.976979852048463, 0.9778254594481262, 0.9786413236477656, 0.9794283963204332, 0.9801876054587234, 0.9809198554630273, 0.9816260272737375, 0.9823069785435221, 0.9829635438459797, 0.983596534917177, 0.9842067409267615, 0.9847949287755261, 0.9853618434164875, 0.9859082081967163, 0.9864347252173324, 0.986942075709246, 0.9874309204223864, 0.9879019000263198, 0.9883556355203024, 0.9887927286509642, 0.9892137623359516, 0.9896193010919885, 0.9900098914659415, 0.99038606246759, 0.9907483260029124, 0.991097177306809, 0.9914330953742756, 0.9917565433891377, 0.9920679691495425, 0.9923678054894864, 0.9926564706957318, 0.9929343689195408, 0.9932018905827159, 0.9934594127775027, 0.9937072996599654, 0.9939459028364991, 0.9941755617431918, 0.9943966040177946, 0.9946093458641007, 0.9948140924085694, 0.9950111380490719, 0.9952007667956604 ], "yaxis": "y" }, { "hovertemplate": "Chemical=S
SYSTEM TIME=%{x}
Concentration=%{y}", "legendgroup": "S", "line": { "color": "darkturquoise", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "S", "showlegend": true, "type": "scattergl", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798, 1.5039403419420914 ], "xaxis": "x", "y": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944, 0.03846887167916913 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "title": { "text": "Chemical" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "DETAIL at early times
Changes in concentration for `E + S <-> ES` and `ES <-> E + P`" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "range": [ 0, 0.5 ], "title": { "text": "SYSTEM TIME" }, "type": "linear" }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "range": [ 0, 2 ], "title": { "text": "Concentration" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Highlight a detail about the initial buildup of ES\n", "uc.plot_history(title_prefix=\"DETAIL at early times\",\n", " range_x=[0, 0.5], range_y=[0, 2.])" ] }, { "cell_type": "markdown", "id": "ba28bbea-b725-4e1a-9c64-7dbad40cf2c8", "metadata": {}, "source": [ "#### Notice how the bound enzyme `ES` (red) quickly builds up at the very beginning, from time 0 to roughly 0.01 ... and that, in the longer term, the enzyme returns to its unbound state `E`" ] }, { "cell_type": "code", "execution_count": null, "id": "0b89741b-e652-4030-abca-8567b3200ded", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "327163fb-5f35-474c-836e-32c17d487030", "metadata": { "tags": [] }, "source": [ "### What is the initial rate of production of the final reaction product `P`? \n", "One could take the numerical derivative (gradient) of the time values of [P] - but no need to! **Reaction rates are computed in the course of the simulation, and stored in a rate-history dataframe**" ] }, { "cell_type": "code", "execution_count": 16, "id": "39db903a-7619-4c60-8a6c-1b36b37ba84b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
SYSTEM TIMErxn0_raterxn1_ratestep
00.000000360.0000000.0000000
10.000500274.5432008.8200001
20.000750243.26927512.0751092
30.000763241.91175312.2167163
40.000769241.23749312.2870604
...............
8221.4688050.2539410.285397822
8231.4758320.2442910.274566823
8241.4828590.2350050.264142824
8251.4898860.2260680.254109825
8261.4969130.2174680.244454826
\n", "

827 rows × 4 columns

\n", "
" ], "text/plain": [ " SYSTEM TIME rxn0_rate rxn1_rate step\n", "0 0.000000 360.000000 0.000000 0\n", "1 0.000500 274.543200 8.820000 1\n", "2 0.000750 243.269275 12.075109 2\n", "3 0.000763 241.911753 12.216716 3\n", "4 0.000769 241.237493 12.287060 4\n", ".. ... ... ... ...\n", "822 1.468805 0.253941 0.285397 822\n", "823 1.475832 0.244291 0.274566 823\n", "824 1.482859 0.235005 0.264142 824\n", "825 1.489886 0.226068 0.254109 825\n", "826 1.496913 0.217468 0.244454 826\n", "\n", "[827 rows x 4 columns]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rates = uc.get_rate_history() # We'll be interested in rxn1_rate (the reaction that leads to `P`)\n", "rates" ] }, { "cell_type": "code", "execution_count": 17, "id": "f63a5168-1dc7-4b6b-a164-78a5b607e4fa", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "SYSTEM TIME=%{x}
rxn1_rate=%{y}", "legendgroup": "", "line": { "color": "darkturquoise", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798 ], "xaxis": "x", "y": [ 0, 8.820000000000002, 12.075109200000004, 12.21671562651811, 12.28705973181425, 12.357175801963768, 12.42706459717162, 12.49672687497254, 12.566163390241266, 12.636067010252328, 12.70643861053694, 12.777279019702796, 12.848589018367923, 12.920369338084052, 12.992620660249674, 13.065343615012896, 13.138538780164318, 13.212206680020048, 13.286347784295083, 13.360962506967232, 13.436051205131784, 13.511614177847163, 13.587651664971771, 13.664163845992285, 13.741150838843646, 13.818612698721031, 13.896549416884035, 13.974960919453439, 14.053847066200793, 14.133207649331165, 14.213042392259405, 14.293350948380246, 14.374132899832606, 14.455387756258494, 14.53711495355689, 14.619313852632983, 14.701983738143264, 14.785123817236817, 14.868733218293345, 14.952810989658342, 15.037356098375941, 15.122367428919905, 15.207843781923307, 15.29378387290744, 15.380186331010474, 15.46704969771649, 15.554372425585433, 15.64215287698461, 15.730389322822385, 15.819079941284661, 15.908222816574876, 15.997815937658144, 16.087857197010287, 16.17834438937243, 16.269275210511974, 16.36064725599061, 16.45245801994024, 16.54470489384758, 16.63738516534821, 16.73049601703102, 16.824034525253794, 16.917997658970908, 17.012382278573973, 17.107185134746395, 17.20240286733274, 17.29803200422394, 17.394068960259226, 17.490510036145867, 17.5873514173977, 17.684589173293496, 17.782219255856234, 17.88023749885434, 17.97863961682602, 18.077421204127788, 18.176577734008315, 18.27610455770882, 18.37599690359105, 18.47624987629423, 18.57685845592198, 18.67781749726062, 18.779121729030003, 18.880765753168138, 18.982744044150966, 19.08505094834846, 19.1876806834185, 19.290627337739725, 19.393884869884783, 19.497447108135294, 19.601307750039922, 19.70546036201688, 19.809898379002345, 19.91461510414609, 20.019603708555803, 20.12485723109151, 20.230368578211486, 20.336130523871145, 20.44213570947629, 20.54837664389224, 20.65484570351019, 20.761535132372355, 20.868437042357236, 20.97554341342661, 21.08284609393551, 21.190336801006826, 21.298007120971818, 21.4058485098781, 21.51385229406643, 21.62200967081779, 21.73031170907214, 21.838749350220255, 21.947313408970036, 22.055994574288633, 22.164783410421784, 22.273670357991666, 22.38264573517456, 22.49169973895966, 22.600822446490273, 22.71000381648861, 22.819233690765422, 22.928501795815627, 23.037797744501077, 23.147111037821574, 23.256431066775164, 23.365747114308796, 23.475048357360244, 23.5843238689923, 23.693562620620078, 23.80275348433225, 23.911885235307047, 24.02094655432369, 24.129926030369937, 24.238812163346342, 24.347593366867763, 24.456257971162593, 24.56479422607008, 24.67319030413611, 24.78143430380762, 24.889514252725935, 24.99741811111894, 25.10513377529228, 25.212649081219354, 25.319951808229984, 25.427029682797492, 25.533870382423792, 25.64046153962209, 25.74679074599652, 25.85284555641815, 25.958613493296514, 26.064082050945792, 26.16923870004466, 26.27407089218865, 26.378566064533814, 26.482711644530323, 26.586495054744518, 26.68990371776782, 26.79292506121074, 26.895546522780194, 26.99775555543798, 27.099539632638503, 27.200886253643272, 27.301782948909924, 27.402217285553146, 27.50217687287485, 27.60164936796077, 27.70062248134053, 27.79908398270805, 27.89702170669905, 27.99442355872228, 28.091277520840865, 28.187571657700182, 28.283294122498315, 28.378433162995186, 28.472977127556245, 28.566914471226386, 28.660233761829737, 28.75292368609075, 28.844973055771874, 28.936370813823046, 29.027106040537948, 29.11716795971195, 29.206545944796574, 29.295229525045002, 29.383208391643247, 29.470472403821272, 29.5570115949384, 29.642816178537178, 29.72787655435968, 29.812183314320226, 29.89572724842842, 29.978499350656126, 30.06049082474217, 30.1416930899283, 30.222097786619905, 30.30169678196495, 30.380482175344497, 30.458446303768177, 30.53558174716783, 30.611881333582637, 30.687338144228917, 30.761945518447835, 30.83569705852417, 30.9085866343694, 30.980608388062286, 31.051756738240197, 31.122026384334436, 31.19141231064291, 31.259909790233507, 31.32751438867159, 31.394221967565176, 31.460028687921387, 31.524931013307892, 31.588925712813175, 31.652009863799623, 31.714180854443505, 31.775436386056107, 31.83577447518055, 31.895193455458745, 31.95369197926349, 32.01126901909057, 32.06792386870625, 32.12365614404556, 32.17846578385712, 32.23235305009058, 32.28531852802284, 32.33736312611978, 32.38848807563016, 32.43869492990909, 32.487985563468506, 32.53636217075244, 32.58382726463538, 32.63038367464232, 32.67603454488932, 32.720783331744066, 32.76463380120596, 32.807590026006096, 32.84965638242745, 32.890837546846384, 32.93113849199677, 32.97056448295857, 33.00912107287317, 33.04681409838808, 33.08364967483424, 33.11963419113946, 33.154774304482096, 33.18907693468942, 33.222549258385655, 33.255198702895164, 33.287032939906524, 33.31805987890387, 33.34828766037231, 33.37772464878452, 33.406379425376244, 33.434260780718596, 33.46137770709587, 33.48773939069753, 33.51335520363373, 33.53823469578408, 33.56238758648955, 33.58582375609808, 33.608553237374366, 33.63058620678514, 33.65193297567108, 33.672603981317046, 33.69260977793261, 33.71196102755486, 33.73066849088597, 33.74874301807804, 33.76619553947782, 33.78303705634443, 33.79927863155277, 33.81493138029586, 33.83000646079932, 33.84451506506094, 33.858468409628706, 33.87187772643041, 33.884754253667865, 33.897109226788906, 33.908953869549926, 33.920299385181785, 33.93115694767178, 33.941537693173906, 33.95145271155966, 33.96091303812129, 33.96992964543905, 33.97851343542375, 33.98667523154554, 33.99442577125948, 34.00177569863797, 34.0087355572199, 34.015315783085555, 34.02152669816623, 34.02737850379674, 34.032881274518566, 34.038044952140844, 34.042879340065795, 34.04739409788469, 34.05159873624977, 34.055502612026984, 34.05911492373367, 34.062444707264916, 34.06550083191147, 34.06829199667141, 34.070826726857376, 34.07311337100025, 34.07516009804966, 34.076974894871, 34.07856556403804, 34.079939721919416, 34.081104797056895, 34.08206802883255, 34.08283646642128, 34.08341696802471, 34.08381620038186, 34.08404063855131, 34.08409656595911, 34.08399007470633, 34.083727066129285, 34.08331325160541, 34.082754153596944, 34.08205510692452, 34.081221260262, 34.08025757784384, 34.07916884137587, 34.07795965213989, 34.07663443328248, 34.07519743227806, 34.07365272355606, 34.07200421128186, 34.07025563228114, 34.068410559097074, 34.06647240316985, 34.06444441812777, 34.06232970317958, 34.0601312065972, 34.0578517292786, 34.05549392838034, 34.05306032100952, 34.050553287965144, 34.04797507751896, 34.04532780922613, 34.04261347775631, 34.039833956735954, 34.03699100259311, 34.03408625839599, 34.03112125767719, 34.02809742823574, 34.025016095909336, 34.02187848830978, 34.018685738514726, 34.015438888709575, 34.012138893773354, 34.008786624803264, 34.00538287257263, 34.001928350917645, 33.99842370004849, 33.994869489781244, 33.99126622268674, 33.98761433715366, 33.98391421036305, 33.980166161172036, 33.97637045290489, 33.97252729604989, 33.96863685086097, 33.96469922986321, 33.96071450026183, 33.9566826862545, 33.95260377124723, 33.94847769997408, 33.944304380521714, 33.94008368625958, 33.935815457676945, 33.93149950412836, 33.927135605489006, 33.92272351372192, 33.918262954358944, 33.913753627897606, 33.90919521111615, 33.90458735830912, 33.89992970244595, 33.89522185625507, 33.89046341323618, 33.885653948603355, 33.880793020161526, 33.87588016911935, 33.87091492084077, 33.86589678553838, 33.860825258911, 33.855699822728205, 33.85051994536453, 33.84528508228584, 33.83999467649038, 33.834648158907, 33.82924494875304, 33.823784453854074, 33.81826607092781, 33.81268918583442, 33.80705317379519, 33.80135739958168, 33.79560121767728, 33.789783972412806, 33.78390499807818, 33.777963619011565, 33.77195914966765, 33.7658908946666, 33.75975814882483, 33.753560197169264, 33.747296314935866, 33.740965767553966, 33.73456781061716, 33.72810168984191, 33.72156664101466, 33.71496188992847, 33.70828665230958, 33.70154013373512, 33.69472152954211, 33.68783002472868, 33.680864793847896, 33.67382500089465, 33.66670979918621, 33.659518331236555, 33.65224972862517, 33.6449031118603, 33.63747759023713, 33.62997226169108, 33.622386212646404, 33.61471851786032, 33.60696824026274, 33.59913443079185, 33.591216128225554, 33.58321235900889, 33.57512213707757, 33.566944463677544, 33.55867832718077, 33.550322702897176, 33.54187655288275, 33.533338825743876, 33.524708456437864, 33.51598436606958, 33.50716546168428, 33.49825063605653, 33.48923876747519, 33.48012871952442, 33.47091934086064, 33.46160946498542, 33.45219791001424, 33.44268347844092, 33.433064956897915, 33.4233411159121, 33.41351070965619, 33.40357247569559, 33.39352513473067, 33.38336739033429, 33.37309792868454, 33.36271541829259, 33.352218509725574, 33.34160583532435, 33.33087600891606, 33.3200276255214, 33.309059261056504, 33.29796947202929, 33.286756795230104, 33.275419747416734, 33.26395682499342, 33.252366503683966, 33.24064723819866, 33.22879746189496, 33.21681558643183, 33.20470000141745, 33.192449074050415, 33.18006114875397, 33.16753454680343, 33.15486756594643, 33.14205848001593, 33.12910553853586, 33.11600696631913, 33.10276096305798, 33.08936570290642, 33.075819334054586, 33.06211997829486, 33.04826573057961, 33.03425465857029, 33.02008480217779, 33.00575417309377, 32.99126075431287, 32.9766024996455, 32.961777333221114, 32.94678314898163, 32.9316178101649, 32.91627914877797, 32.90076496505982, 32.88507302693356, 32.869201069447584, 32.853146794205706, 32.83690786878577, 32.82048192614677, 32.80386656402393, 32.787059344311714, 32.77005779243438, 32.7528593967038, 32.73546160766434, 32.71786183742445, 32.70005745897467, 32.68204580549177, 32.66382416962876, 32.64538980279034, 32.62673991439359, 32.60787167111349, 32.58878219611301, 32.56946856825727, 32.54992782131172, 32.53015694312357, 32.5101528747865, 32.48991250978797, 32.469432693138984, 32.448710220485744, 32.42774183720285, 32.4065242374677, 32.38505406331555, 32.36332790367494, 32.34134229338297, 32.31909371217994, 32.29657858368306, 32.27379327433859, 32.250734092352054, 32.22739728659599, 32.20377904549475, 32.179875495885895, 32.15568270185762, 32.131196663561695, 32.1064133160014, 32.08132852779396, 32.05593809990683, 32.03023776436736, 32.004223182945175, 31.977889945806858, 31.95123357014207, 31.924249498760812, 31.896933098660973, 31.869279659565695, 31.841284392429813, 31.812942427914848, 31.78424881483177, 31.75519851855097, 31.72578641937873, 31.696007310899518, 31.66585589828341, 31.635326796557962, 31.60441452884381, 31.573113524553328, 31.541418117551544, 31.50932254427866, 31.47682094183345, 31.443907346016715, 31.410575689334184, 31.376819798957996, 31.342633394646068, 31.308010086618655, 31.272943373391225, 31.237426639563022, 31.20145315356053, 31.165016065335042, 31.12810840401371, 31.090723075503217, 31.05285286004547, 31.014490409724477, 30.97562824592385, 30.936258756734123, 30.896374194309285, 30.85596667217188, 30.81502816246605, 30.773550493157877, 30.731525345182543, 30.688944249537716, 30.645798584322666, 30.602079571722715, 30.55777827493857, 30.512885595060176, 30.467392267884847, 30.4212888606794, 30.374565768886157, 30.327213212772705, 30.27922123402546, 30.230579692287044, 30.181278261637758, 30.13130642702141, 30.080653480615883, 30.029308518149037, 29.977260435160634, 29.924497923211078, 29.871009466038007, 29.81678333566191, 29.761807588442142, 29.70607006108489, 29.64955836660491, 29.592259890243128, 29.534161785342246, 29.475250969183175, 29.415514118784948, 29.35493766667144, 29.293507796608466, 29.23121043931507, 29.168031268153488, 29.103955694802362, 29.03896886491865, 28.9730556537937, 28.90620066200991, 28.83838821110474, 28.76960233924946, 28.699826796950695, 28.6290450427836, 28.55724023916608, 28.484395248184413, 28.410492627481368, 28.33551462621883, 28.25944318112809, 28.182259912661543, 28.103946121261174, 28.024482783759975, 27.94385054993376, 27.862029739222333, 27.779000337640106, 27.694741994897875, 27.60923402175912, 27.522455387655654, 27.434384718589392, 27.345000295348797, 27.254280052070584, 27.162201575179367, 27.068742102740067, 26.97387852426037, 26.877587380982902, 26.77984486670948, 26.68062682920239, 26.579908772210693, 26.477665858172617, 26.37387291164799, 26.26850442353846, 26.161534556156337, 26.05293714920684, 25.942685726752128, 25.83075350522977, 25.717113402602084, 25.601738048717475, 25.48459979696906, 25.3656707373407, 25.24492271093515, 25.122327326084232, 24.99785597614561, 24.87147985909619, 24.743169999037374, 24.612897269732592, 24.480632420303156, 24.346346103213676, 24.210008904684003, 24.071591377669613, 23.931064077558226, 23.78839760073505, 23.643562626174468, 23.496529960220563, 23.34727058472313, 23.19575570870029, 23.041956823701817, 22.885845763050725, 22.7273947651425, 22.566576540983117, 22.403364346147274, 22.2377320573377, 22.069654253724543, 21.899106303240544, 21.72606445400276, 21.550505931024873, 21.37240903837544, 21.191753266926337, 21.00851940782214, 20.822689671785174, 20.634247814351298, 20.443179267109354, 20.249471274990892, 20.053113039626886, 19.854095868754115, 19.652413331615364, 19.448061420254437, 19.24103871655886, 19.031346564849805, 18.818989249760083, 18.603974179076733, 18.38631207115462, 18.166017146431866, 17.943107322495973, 17.717604412062418, 17.489534323134446, 17.258927260514383, 17.025817927733932, 16.790245728363, 16.552254965545615, 16.31189503849702, 16.069220634580333, 15.824291915464245, 15.57717469574741, 15.327940612321761, 15.076667282637498, 14.82343844992965, 14.568344113371417, 14.31148064103608, 14.052950863479051, 13.792864145698077, 13.531336435195076, 13.268490283850669, 13.004454841335283, 12.739365817821513, 12.473365413833884, 12.206602215177439, 11.939231051027052, 11.67141281343816, 11.403314236756781, 11.137763146566664, 10.874907858131726, 10.614854009580108, 10.357719521730754, 10.103610770654841, 9.852632206433869, 9.60488210284098, 9.360453981421305, 9.119435803108392, 8.881910063222376, 8.647953572334707, 8.417637387036601, 8.19102671771211, 7.968180876561492, 7.749153242970432, 7.533991253824096, 7.322736415482578, 7.115424337667183, 6.912084788134688, 6.712741767303216, 6.517413601752501, 6.326113055469118, 6.138847457614328, 5.95561884553136, 5.7764241216575565, 5.601255222971625, 5.430099301584682, 5.262938915075934, 5.099752225178729, 4.940513203439628, 4.785191842501025, 4.633754371695616, 4.486163475687746, 4.342378514951064, 4.202355746932822, 4.0660485468217145, 3.933407626906768, 3.8043812535889674, 3.6789154611834136, 3.556954261727541, 3.4384398500886753, 3.3233128037419055, 3.211512276665506, 3.102976186875788, 2.9976413971954656, 2.895443888918996, 2.796318928104511, 2.7002012242845357, 2.6070250814464684, 2.516724541188581, 2.4292335180079894, 2.344485926723579, 2.262415802079219, 2.1829574106108347, 2.1060453548951172, 2.0316146703278832, 1.9596009146065685, 1.8899402501142164, 1.8225695194216658, 1.7574263141408846, 1.6944490373754448, 1.6335769600245256, 1.5747502712044779, 1.517910123057355, 1.4629986702189415, 1.409959104220014, 1.3587356830940085, 1.309273756462131, 1.2615197863634426, 1.215421364092753, 1.1709272233033963, 1.1279872496253631, 1.0865524870418735, 1.0465751412595448, 1.0080085802988297, 0.9708073325226093, 0.9349270823117194, 0.9003246635869219, 0.8669580513674765, 0.8347863515470555, 0.8037697890583867, 0.7738696945887467, 0.7450484899992799, 0.7172696725921712, 0.6904977983609593, 0.6646984643507668, 0.6398382902470016, 0.6158848993031184, 0.5928068987103848, 0.5705738595052398, 0.5491562961028108, 0.5285256455384323, 0.5086542464926275, 0.489515318168926, 0.4710829390881528, 0.4533320258573563, 0.43623831196642116, 0.4197783266605585, 0.40392937393231565, 0.3886695116724775, 0.3739775310152285, 0.359832935909203, 0.3462159229425618, 0.3331073614469833, 0.32048877390243113, 0.3083423166617579, 0.29665076101160615, 0.2853974745836653, 0.27456640312812547, 0.26414205265913154, 0.254109471980162, 0.24445423559553903 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Reaction rate, dP/dt, over time" }, "xaxis": { "anchor": "y", "autorange": true, "domain": [ 0, 1 ], "range": [ 0, 1.4969133426806798 ], "title": { "text": "time" }, "type": "linear" }, "yaxis": { "anchor": "x", "autorange": true, "domain": [ 0, 1 ], "range": [ -1.8935609203310617, 35.97765748629017 ], "title": { "text": "dP/dt" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let's take a look at how the reaction rate varies with time\n", "PlotlyHelper.plot_pandas(df=rates, \n", " title=\"Reaction rate, dP/dt, over time\",\n", " x_var=\"SYSTEM TIME\", fields=\"rxn1_rate\", \n", " x_label=\"time\", y_label=\"dP/dt\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "d19d0316-7bd0-411d-9ca1-065c7c5795b9", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "SYSTEM TIME=%{x}
rxn1_rate=%{y}", "legendgroup": "", "line": { "color": "darkturquoise", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": [ 0, 0.0005000000000000001, 0.0007500000000000002, 0.0007625000000000003, 0.0007687500000000002, 0.0007750000000000002, 0.0007812500000000002, 0.0007875000000000001, 0.0007937500000000001, 0.0008000625000000001, 0.0008064381250000001, 0.0008128775062500001, 0.0008193812813125001, 0.0008259500941256251, 0.0008325845950668814, 0.0008392854410175502, 0.0008460532954277257, 0.000852888828382003, 0.000859792716665823, 0.0008667656438324813, 0.0008738083002708061, 0.0008809213832735142, 0.0008881055971062494, 0.0008953616530773119, 0.0009026902696080849, 0.0009100921723041658, 0.0009175680940272075, 0.0009251187749674796, 0.0009327449627171544, 0.000940447412344326, 0.0009482268864677692, 0.0009560841553324469, 0.0009640199968857714, 0.0009720351968546292, 0.0009801305488231756, 0.0009883068543114074, 0.0009965649228545214, 0.0010049055720830666, 0.0010133296278038973, 0.0010218379240819362, 0.0010304313033227556, 0.0010391106163559832, 0.001047876722519543, 0.0010567304897447383, 0.0010656727946421858, 0.0010747045225886077, 0.0010838265678144937, 0.0010930398334926387, 0.0011023452318275652, 0.0011117436841458408, 0.0011212361209872992, 0.0011308234821971721, 0.0011405067170191438, 0.0011502867841893354, 0.0011601646520312287, 0.0011701412985515409, 0.0011802177115370564, 0.001190394888652427, 0.0012006738375389514, 0.001211055575914341, 0.0012215411316734842, 0.001232131542990219, 0.0012428278584201212, 0.0012536311370043224, 0.0012645424483743656, 0.0012755628728581092, 0.0012866935015866904, 0.0012979354366025573, 0.0013092897909685829, 0.0013207576888782688, 0.0013323402657670514, 0.001344038668424722, 0.0013558540551089691, 0.001367787595660059, 0.0013798404716166596, 0.0013920138763328263, 0.0014043090150961546, 0.0014167271052471161, 0.0014292693762995873, 0.0014419370700625832, 0.001454731440763209, 0.0014676537551708412, 0.0014807052927225497, 0.0014938873456497752, 0.001507201219106273, 0.0015206482312973358, 0.001534229713610309, 0.0015479470107464123, 0.0015618014808538763, 0.0015757944956624151, 0.0015899274406190392, 0.0016042017150252295, 0.0016186187321754818, 0.0016331799194972366, 0.001647886718692209, 0.001662740585879131, 0.0016777429917379223, 0.0016928954216553016, 0.0017081993758718546, 0.0017236563696305732, 0.001739267933326879, 0.0017550356126601477, 0.0017709609687867492, 0.0017870455784746166, 0.0018032910342593628, 0.0018196989446019564, 0.001836270934047976, 0.0018530086433884557, 0.0018699137298223403, 0.0018869878671205636, 0.0019042327457917693, 0.001921650073249687, 0.0019392415739821838, 0.001957008989722006, 0.001974954079619226, 0.001993078620415418, 0.002011384406619572, 0.002029873250685768, 0.0020485469831926255, 0.0020674074530245517, 0.002086456527554797, 0.002105696092830345, 0.0021251280537586486, 0.0021447543342962352, 0.0021645768776391975, 0.0021845976464155894, 0.0022048186228797455, 0.002225241809108543, 0.002245869227199628, 0.0022667029194716245, 0.0022877449486663408, 0.002308997398153004, 0.0023304623721345343, 0.00235214199585588, 0.0023740384158144386, 0.0023961537999725832, 0.002418490337972309, 0.0024410502413520323, 0.0024638357437655528, 0.0024868491012032083, 0.0025100925922152406, 0.002533568518137393, 0.002557279203318767, 0.0025812269953519548, 0.002605414265305474, 0.0026298434079585287, 0.002654516842038114, 0.0026794370104584954, 0.00270460638056308, 0.002730027444368711, 0.002755702718812398, 0.002781634746000522, 0.0028078260934605273, 0.0028342793543951325, 0.002860997147939084, 0.0028879821194184746, 0.0029152369406126592, 0.002942764310018786, 0.002970566953118974, 0.0029986476226501638, 0.0030270090988766653, 0.003055654189865432, 0.0030845857317640863, 0.003113806589081727, 0.0031433196549725444, 0.0031731278515222698, 0.0032032341300374926, 0.0032336414713378674, 0.003264352886051246, 0.0032953714149117587, 0.0033267001290608763, 0.003358342130351485, 0.003390300551655, 0.00342257855717155, 0.0034551793427432657, 0.0034881061361706983, 0.0035213621975324055, 0.0035549508195077293, 0.0035888753277028068, 0.003623139080979835, 0.0036577454717896334, 0.0036926979265075295, 0.003727999905772605, 0.003763654904830331, 0.003799666453878634, 0.0038360381184174203, 0.0038727734996015944, 0.00390987623459761, 0.003947349996943586, 0.003985198496913022, 0.004023425481882152, 0.004062034736700974, 0.004101030084067984, 0.004140415384908664, 0.00418019453875775, 0.004220371484145328, 0.004260950198986781, 0.0043019347009766494, 0.004343329047986416, 0.00438513733846628, 0.004427363711850943, 0.004470012348969452, 0.004513087472459146, 0.004556593347183738, 0.004600534280655575, 0.004644914623462131, 0.004689738769696752, 0.0047350111573937195, 0.004780736268967657, 0.0048269186316573336, 0.004873562817973907, 0.0049206734461536466, 0.004968255180615183, 0.005016312732421335, 0.005064850859745548, 0.005113874368343004, 0.005163388112026434, 0.005213396993146698, 0.005263905963078165, 0.005314920022708947, 0.005366444222936036, 0.005418483665165396, 0.00547104350181705, 0.00552412893683522, 0.005577745226203573, 0.005631897678465609, 0.005686591655250265, 0.005741832571802768, 0.005797625897520795, 0.0058539771564960034, 0.005910891928060964, 0.005968375847341573, 0.006026434605814989, 0.006085073951873139, 0.006144299691391871, 0.006204117688305789, 0.006264533865188848, 0.0063255542038407366, 0.006387184745879144, 0.0064494315933379355, 0.006512300909271315, 0.006575798918364028, 0.006639931907547668, 0.006704706226623145, 0.006770128288889376, 0.00683620457177827, 0.006902941617496053, 0.0069703460336710136, 0.007038424494007723, 0.007107183738947801, 0.007176630576337279, 0.007246771882100652, 0.007317614600921659, 0.007389165746930875, 0.007461432404400184, 0.0075344217284441855, 0.007608140945728628, 0.007682597355185914, 0.007757798328737773, 0.00783375131202515, 0.007910463825145401, 0.007987943463396855, 0.008066197898030824, 0.008145234877011132, 0.008225062225781243, 0.008305687848039055, 0.008387119726519445, 0.00846936592378464, 0.008552434583022487, 0.008636333928852713, 0.00872107226814124, 0.008806657990822652, 0.008893099570730879, 0.008980405566438188, 0.00906858462210257, 0.009157645468323596, 0.009247596923006833, 0.0093384478922369, 0.00943020737115927, 0.009522884444870863, 0.009616488289319571, 0.009711028172212767, 0.009806513453934894, 0.009902953588474244, 0.010000358124358986, 0.010098736705602575, 0.010198099072658602, 0.010298455063385187, 0.010399814614019039, 0.01050218776015923, 0.010605584637760823, 0.01071001548413843, 0.010815490638979816, 0.010922020545369613, 0.01102961575082331, 0.011138286908331543, 0.011248044777414859, 0.011358900225189008, 0.011470864227440898, 0.011583947869715307, 0.01169816234841246, 0.011813518971896584, 0.01193002916161555, 0.012047704453231707, 0.012166556497764025, 0.012286597062741666, 0.012407838033369083, 0.012530291413702774, 0.012653969327839801, 0.0127788840211182, 0.012905047861329382, 0.013032473339942676, 0.013161173073342103, 0.013291159804075525, 0.01342244640211628, 0.013555045866137443, 0.013688971324798817, 0.013824236038046805, 0.013960853398427274, 0.014098836932411547, 0.014238200301735664, 0.014378957304753021, 0.01452112187780055, 0.014664708096578556, 0.014809730177544342, 0.014956202479319785, 0.015104139504112983, 0.015253555899154113, 0.015404466458145654, 0.01555688612272711, 0.015710829983954382, 0.015866313283793926, 0.016023351416631866, 0.016181959930798184, 0.016342154530106165, 0.01650395107540723, 0.0166673655861613, 0.016832414242022913, 0.01699911338444314, 0.017167479518287572, 0.01733752931347045, 0.017509279606605154, 0.017682747402671208, 0.01785794987669792, 0.0180349043754649, 0.01821362841921955, 0.018394139703411746, 0.018576456100445865, 0.018760595661450323, 0.018946576618064828, 0.019134417384245477, 0.019324136558087932, 0.019515752923668812, 0.0197092854529055, 0.019904753307434558, 0.020102175840508902, 0.02030157259891399, 0.02050296332490313, 0.02070636795815216, 0.020911806637733683, 0.02111929970411102, 0.02132886770115213, 0.02154053137816365, 0.021754311691945288, 0.02197022980886474, 0.022188307106953388, 0.02240856517802292, 0.022631025829803152, 0.022855711088101183, 0.023082643198982195, 0.023311844630972016, 0.023543338077281737, 0.023777146458054555, 0.024013292922635102, 0.024251800851861453, 0.02449269386038007, 0.02473599579898387, 0.024981730756973707, 0.025229923064543445, 0.02548059729518888, 0.02573377826814077, 0.025989491050822176, 0.0262477609613304, 0.026508613570943702, 0.02677207470665314, 0.02703817045371967, 0.027306927158256868, 0.027578371429839436, 0.02785253014413783, 0.02812943044557921, 0.028409099750035003, 0.028691565747535352, 0.028976856405010704, 0.02926499996906081, 0.02955602496875142, 0.029849960218438935, 0.030146834820623324, 0.030446678168829556, 0.03074951995051785, 0.03105539015002303, 0.03136431905152326, 0.03167633724203849, 0.03199147561445888, 0.03230976537060347, 0.032631238024309506, 0.032955925404552604, 0.03328385965859813, 0.03361507325518411, 0.03394959898773595, 0.03428746997761331, 0.034628719677389445, 0.034973381874163344, 0.03532149069290498, 0.03567308059983403, 0.03602818640583237, 0.036386843269890695, 0.036749086702589605, 0.0371149525696155, 0.03748447709531166, 0.03785769686626477, 0.03823464883492742, 0.0386153703232767, 0.038999899026509466, 0.03938827301677456, 0.03978053074694231, 0.04017671105441173, 0.040576853164955844, 0.040980996696605404, 0.04138918166357146, 0.04180144848020718, 0.04221783796500925, 0.04263839134465934, 0.043063150258105934, 0.043492156760687, 0.04392545332829387, 0.04436308286157681, 0.04480508869019258, 0.045251514577094504, 0.04570240472286545, 0.046157803770094104, 0.04661775680779504, 0.047082309375872995, 0.04755150746963173, 0.048025397544328045, 0.04850402651977133, 0.04898744178496904, 0.04947569120281873, 0.04996882311484692, 0.05046688634599539, 0.050969930209455346, 0.0514780045115499, 0.0519911595566654, 0.05250944615223206, 0.05303291561375438, 0.053561619769891926, 0.05409561096759084, 0.054634942077266754, 0.055179666498039424, 0.05572983816301982, 0.056285511544650016, 0.05684674166009652, 0.057413584076697485, 0.05798609491746446, 0.058564330866639105, 0.059148349175305495, 0.05973820766705855, 0.06033396474372914, 0.06093567939116643, 0.0615434111850781, 0.062157220296928876, 0.06277716749989816, 0.06340331417489714, 0.06403572231664612, 0.06467445453981258, 0.0653195740852107, 0.06597114482606281, 0.06662923127432344, 0.06729389858706668, 0.06796521257293735, 0.06864323969866672, 0.06932804709565338, 0.07001970256660991, 0.07071827459227602, 0.07142383233819878, 0.07213644566158077, 0.07285618511819658, 0.07358312196937855, 0.07431732818907234, 0.07505887647096307, 0.0758078402356727, 0.07656429363802943, 0.07732831157440972, 0.07809996969015383, 0.07887934438705536, 0.07966651283092592, 0.08046155295923518, 0.08126454348882753, 0.0820755639237158, 0.08289469456295297, 0.08372201650858249, 0.08455761167366832, 0.085401562790405, 0.08625395341830906, 0.08711486795249215, 0.08798439163201707, 0.08886261054833725, 0.08974961165382062, 0.09064548277035882, 0.0915503125980624, 0.09246419072404302, 0.09338720763128346, 0.09431945470759628, 0.09526102425467224, 0.09621200949721896, 0.09717250459219115, 0.09814260463811306, 0.0991224056844942, 0.10011200474133913, 0.10111149978875253, 0.10212098978664005, 0.10314057468450645, 0.10417035543135152, 0.10521043398566503, 0.10626091332552168, 0.10732189745877689, 0.10839349143336466, 0.10947580134769831, 0.11056893436117529, 0.11167299870478704, 0.11278810369183491, 0.11391435972875326, 0.11505187832604079, 0.1162007721093012, 0.11736115483039422, 0.11853314137869816, 0.11971684779248515, 0.12091239127041001, 0.12211989018311412, 0.12333946408494526, 0.1245712337257947, 0.12581532106305265, 0.12707184927368317, 0.12834094276642, 0.1296227271940842, 0.13091732946602502, 0.13222487776068528, 0.13354550153829214, 0.13487933155367507, 0.13622649986921181, 0.13758713986790394, 0.13896138626658297, 0.1403493751292488, 0.1417512438805413, 0.14316713131934672, 0.14459717763254018, 0.1460415244088656, 0.14750031465295424, 0.14897369279948378, 0.1504618047274786, 0.15196479777475339, 0.15348282075250091, 0.15501602396002592, 0.1565645591996262, 0.15812857979162245, 0.15970824058953867, 0.16130369799543406, 0.1629151099753884, 0.1645426360751423, 0.16618643743589373, 0.16784667681025267, 0.1695235185783552, 0.17121712876413878, 0.17292767505178017, 0.17465532680229798, 0.17640025507032095, 0.17816263262102416, 0.17994263394723442, 0.18174043528670678, 0.18355621463957383, 0.18539015178596957, 0.18724242830382926, 0.18911322758686755, 0.19100273486273622, 0.19291113721136358, 0.19483862358347723, 0.19678538481931201, 0.19875161366750513, 0.20073750480418018, 0.20274325485222197, 0.2047690624007442, 0.20681512802475163, 0.20888165430499914, 0.21096884584804912, 0.21307690930652962, 0.21520605339959492, 0.21735648893359089, 0.2195284288229268, 0.22172208811115607, 0.22393768399226763, 0.2261754358321903, 0.2284355651905122, 0.23071829584241732, 0.2330238538008415, 0.23535246733884993, 0.23770436701223843, 0.24007978568236082, 0.24247895853918444, 0.2449021231245763, 0.24734951935582206, 0.24982138954938027, 0.2523179784448741, 0.25483953322932285, 0.25738630356161607, 0.25995854159723225, 0.2625565020132046, 0.2651804420333366, 0.26783062145367, 0.27050730266820666, 0.27321075069488876, 0.27594123320183767, 0.27869902053385603, 0.2814843857391946, 0.28429760459658654, 0.28713895564255243, 0.29000872019897794, 0.29290718240096775, 0.29583462922497744, 0.2987913505172272, 0.3017776390223995, 0.3047937904126235, 0.3078401033167497, 0.31091687934991724, 0.31402442314341644, 0.3171630423748506, 0.3203330477985991, 0.3235347532765851, 0.326768475809351, 0.3300345355674445, 0.33333325592311897, 0.33666496348235014, 0.34002998811717366, 0.3434286629983454, 0.34686132462832886, 0.35032831287461214, 0.3538299710033583, 0.3573666457133919, 0.3609386871705258, 0.36454644904223105, 0.36819028853265334, 0.3718705664179799, 0.3755876470821597, 0.3793418985529813, 0.3831336925385111, 0.3869634044638962, 0.3908314135085352, 0.3947381026436205, 0.39868385867005673, 0.4026690722567573, 0.40669413797932485, 0.4107594543591181, 0.41486542390270925, 0.41901245314173635, 0.4232009526731537, 0.42743133719988524, 0.4317040255718841, 0.4360194408276029, 0.44037801023587897, 0.4447801653382378, 0.44922634199162015, 0.45371698041153635, 0.45825252521565174, 0.46283342546780826, 0.4674601347224863, 0.4721331110697112, 0.4768528171804083, 0.4816197203522124, 0.4864342925557345, 0.4912970104812919, 0.4962083555861048, 0.5011688141419659, 0.5061788772833856, 0.5112390410562195, 0.5163498064667817, 0.5215116795314496, 0.5267251713267641, 0.5319907980400318, 0.5373090810204321, 0.5426805468306364, 0.5481057272989428, 0.5535851595719322, 0.5591193861676516, 0.564708955029328, 0.5703544195796213, 0.5760563387754175, 0.5818152771631717, 0.5876318049348035, 0.5935064979841516, 0.5994399379639931, 0.605432712343633, 0.6114854144670694, 0.6175986436117401, 0.6237730050478575, 0.630009110098336, 0.6363075761993194, 0.6426690269613127, 0.6490940922309258, 0.6555834081532351, 0.6621376172347675, 0.6687573684071152, 0.6754433170911863, 0.6821961252620982, 0.6890164615147192, 0.6959050011298664, 0.7028624261411651, 0.7098894254025768, 0.7169164246639885, 0.7239434239254002, 0.7309704231868119, 0.7379974224482236, 0.7450244217096353, 0.752051420971047, 0.7590784202324588, 0.7661054194938705, 0.7731324187552822, 0.7801594180166939, 0.7871864172781056, 0.7942134165395173, 0.801240415800929, 0.8082674150623407, 0.8152944143237524, 0.8223214135851641, 0.8293484128465758, 0.8363754121079875, 0.8434024113693992, 0.8504294106308109, 0.8574564098922226, 0.8644834091536343, 0.871510408415046, 0.8785374076764577, 0.8855644069378694, 0.8925914061992811, 0.8996184054606928, 0.9066454047221045, 0.9136724039835162, 0.9206994032449279, 0.9277264025063396, 0.9347534017677513, 0.941780401029163, 0.9488074002905748, 0.9558343995519865, 0.9628613988133982, 0.9698883980748099, 0.9769153973362216, 0.9839423965976333, 0.990969395859045, 0.9979963951204567, 1.0050233943818683, 1.0120503936432799, 1.0190773929046915, 1.026104392166103, 1.0331313914275146, 1.0401583906889262, 1.0471853899503378, 1.0542123892117494, 1.061239388473161, 1.0682663877345726, 1.0752933869959842, 1.0823203862573958, 1.0893473855188074, 1.096374384780219, 1.1034013840416306, 1.1104283833030422, 1.1174553825644538, 1.1244823818258654, 1.131509381087277, 1.1385363803486885, 1.1455633796101001, 1.1525903788715117, 1.1596173781329233, 1.166644377394335, 1.1736713766557465, 1.180698375917158, 1.1877253751785697, 1.1947523744399813, 1.2017793737013929, 1.2088063729628045, 1.215833372224216, 1.2228603714856277, 1.2298873707470392, 1.2369143700084508, 1.2439413692698624, 1.250968368531274, 1.2579953677926856, 1.2650223670540972, 1.2720493663155088, 1.2790763655769204, 1.286103364838332, 1.2931303640997436, 1.3001573633611552, 1.3071843626225668, 1.3142113618839784, 1.32123836114539, 1.3282653604068015, 1.3352923596682131, 1.3423193589296247, 1.3493463581910363, 1.356373357452448, 1.3634003567138595, 1.370427355975271, 1.3774543552366827, 1.3844813544980943, 1.3915083537595059, 1.3985353530209175, 1.405562352282329, 1.4125893515437407, 1.4196163508051522, 1.4266433500665638, 1.4336703493279754, 1.440697348589387, 1.4477243478507986, 1.4547513471122102, 1.4617783463736218, 1.4688053456350334, 1.475832344896445, 1.4828593441578566, 1.4898863434192682, 1.4969133426806798 ], "xaxis": "x", "y": [ 0, 8.820000000000002, 12.075109200000004, 12.21671562651811, 12.28705973181425, 12.357175801963768, 12.42706459717162, 12.49672687497254, 12.566163390241266, 12.636067010252328, 12.70643861053694, 12.777279019702796, 12.848589018367923, 12.920369338084052, 12.992620660249674, 13.065343615012896, 13.138538780164318, 13.212206680020048, 13.286347784295083, 13.360962506967232, 13.436051205131784, 13.511614177847163, 13.587651664971771, 13.664163845992285, 13.741150838843646, 13.818612698721031, 13.896549416884035, 13.974960919453439, 14.053847066200793, 14.133207649331165, 14.213042392259405, 14.293350948380246, 14.374132899832606, 14.455387756258494, 14.53711495355689, 14.619313852632983, 14.701983738143264, 14.785123817236817, 14.868733218293345, 14.952810989658342, 15.037356098375941, 15.122367428919905, 15.207843781923307, 15.29378387290744, 15.380186331010474, 15.46704969771649, 15.554372425585433, 15.64215287698461, 15.730389322822385, 15.819079941284661, 15.908222816574876, 15.997815937658144, 16.087857197010287, 16.17834438937243, 16.269275210511974, 16.36064725599061, 16.45245801994024, 16.54470489384758, 16.63738516534821, 16.73049601703102, 16.824034525253794, 16.917997658970908, 17.012382278573973, 17.107185134746395, 17.20240286733274, 17.29803200422394, 17.394068960259226, 17.490510036145867, 17.5873514173977, 17.684589173293496, 17.782219255856234, 17.88023749885434, 17.97863961682602, 18.077421204127788, 18.176577734008315, 18.27610455770882, 18.37599690359105, 18.47624987629423, 18.57685845592198, 18.67781749726062, 18.779121729030003, 18.880765753168138, 18.982744044150966, 19.08505094834846, 19.1876806834185, 19.290627337739725, 19.393884869884783, 19.497447108135294, 19.601307750039922, 19.70546036201688, 19.809898379002345, 19.91461510414609, 20.019603708555803, 20.12485723109151, 20.230368578211486, 20.336130523871145, 20.44213570947629, 20.54837664389224, 20.65484570351019, 20.761535132372355, 20.868437042357236, 20.97554341342661, 21.08284609393551, 21.190336801006826, 21.298007120971818, 21.4058485098781, 21.51385229406643, 21.62200967081779, 21.73031170907214, 21.838749350220255, 21.947313408970036, 22.055994574288633, 22.164783410421784, 22.273670357991666, 22.38264573517456, 22.49169973895966, 22.600822446490273, 22.71000381648861, 22.819233690765422, 22.928501795815627, 23.037797744501077, 23.147111037821574, 23.256431066775164, 23.365747114308796, 23.475048357360244, 23.5843238689923, 23.693562620620078, 23.80275348433225, 23.911885235307047, 24.02094655432369, 24.129926030369937, 24.238812163346342, 24.347593366867763, 24.456257971162593, 24.56479422607008, 24.67319030413611, 24.78143430380762, 24.889514252725935, 24.99741811111894, 25.10513377529228, 25.212649081219354, 25.319951808229984, 25.427029682797492, 25.533870382423792, 25.64046153962209, 25.74679074599652, 25.85284555641815, 25.958613493296514, 26.064082050945792, 26.16923870004466, 26.27407089218865, 26.378566064533814, 26.482711644530323, 26.586495054744518, 26.68990371776782, 26.79292506121074, 26.895546522780194, 26.99775555543798, 27.099539632638503, 27.200886253643272, 27.301782948909924, 27.402217285553146, 27.50217687287485, 27.60164936796077, 27.70062248134053, 27.79908398270805, 27.89702170669905, 27.99442355872228, 28.091277520840865, 28.187571657700182, 28.283294122498315, 28.378433162995186, 28.472977127556245, 28.566914471226386, 28.660233761829737, 28.75292368609075, 28.844973055771874, 28.936370813823046, 29.027106040537948, 29.11716795971195, 29.206545944796574, 29.295229525045002, 29.383208391643247, 29.470472403821272, 29.5570115949384, 29.642816178537178, 29.72787655435968, 29.812183314320226, 29.89572724842842, 29.978499350656126, 30.06049082474217, 30.1416930899283, 30.222097786619905, 30.30169678196495, 30.380482175344497, 30.458446303768177, 30.53558174716783, 30.611881333582637, 30.687338144228917, 30.761945518447835, 30.83569705852417, 30.9085866343694, 30.980608388062286, 31.051756738240197, 31.122026384334436, 31.19141231064291, 31.259909790233507, 31.32751438867159, 31.394221967565176, 31.460028687921387, 31.524931013307892, 31.588925712813175, 31.652009863799623, 31.714180854443505, 31.775436386056107, 31.83577447518055, 31.895193455458745, 31.95369197926349, 32.01126901909057, 32.06792386870625, 32.12365614404556, 32.17846578385712, 32.23235305009058, 32.28531852802284, 32.33736312611978, 32.38848807563016, 32.43869492990909, 32.487985563468506, 32.53636217075244, 32.58382726463538, 32.63038367464232, 32.67603454488932, 32.720783331744066, 32.76463380120596, 32.807590026006096, 32.84965638242745, 32.890837546846384, 32.93113849199677, 32.97056448295857, 33.00912107287317, 33.04681409838808, 33.08364967483424, 33.11963419113946, 33.154774304482096, 33.18907693468942, 33.222549258385655, 33.255198702895164, 33.287032939906524, 33.31805987890387, 33.34828766037231, 33.37772464878452, 33.406379425376244, 33.434260780718596, 33.46137770709587, 33.48773939069753, 33.51335520363373, 33.53823469578408, 33.56238758648955, 33.58582375609808, 33.608553237374366, 33.63058620678514, 33.65193297567108, 33.672603981317046, 33.69260977793261, 33.71196102755486, 33.73066849088597, 33.74874301807804, 33.76619553947782, 33.78303705634443, 33.79927863155277, 33.81493138029586, 33.83000646079932, 33.84451506506094, 33.858468409628706, 33.87187772643041, 33.884754253667865, 33.897109226788906, 33.908953869549926, 33.920299385181785, 33.93115694767178, 33.941537693173906, 33.95145271155966, 33.96091303812129, 33.96992964543905, 33.97851343542375, 33.98667523154554, 33.99442577125948, 34.00177569863797, 34.0087355572199, 34.015315783085555, 34.02152669816623, 34.02737850379674, 34.032881274518566, 34.038044952140844, 34.042879340065795, 34.04739409788469, 34.05159873624977, 34.055502612026984, 34.05911492373367, 34.062444707264916, 34.06550083191147, 34.06829199667141, 34.070826726857376, 34.07311337100025, 34.07516009804966, 34.076974894871, 34.07856556403804, 34.079939721919416, 34.081104797056895, 34.08206802883255, 34.08283646642128, 34.08341696802471, 34.08381620038186, 34.08404063855131, 34.08409656595911, 34.08399007470633, 34.083727066129285, 34.08331325160541, 34.082754153596944, 34.08205510692452, 34.081221260262, 34.08025757784384, 34.07916884137587, 34.07795965213989, 34.07663443328248, 34.07519743227806, 34.07365272355606, 34.07200421128186, 34.07025563228114, 34.068410559097074, 34.06647240316985, 34.06444441812777, 34.06232970317958, 34.0601312065972, 34.0578517292786, 34.05549392838034, 34.05306032100952, 34.050553287965144, 34.04797507751896, 34.04532780922613, 34.04261347775631, 34.039833956735954, 34.03699100259311, 34.03408625839599, 34.03112125767719, 34.02809742823574, 34.025016095909336, 34.02187848830978, 34.018685738514726, 34.015438888709575, 34.012138893773354, 34.008786624803264, 34.00538287257263, 34.001928350917645, 33.99842370004849, 33.994869489781244, 33.99126622268674, 33.98761433715366, 33.98391421036305, 33.980166161172036, 33.97637045290489, 33.97252729604989, 33.96863685086097, 33.96469922986321, 33.96071450026183, 33.9566826862545, 33.95260377124723, 33.94847769997408, 33.944304380521714, 33.94008368625958, 33.935815457676945, 33.93149950412836, 33.927135605489006, 33.92272351372192, 33.918262954358944, 33.913753627897606, 33.90919521111615, 33.90458735830912, 33.89992970244595, 33.89522185625507, 33.89046341323618, 33.885653948603355, 33.880793020161526, 33.87588016911935, 33.87091492084077, 33.86589678553838, 33.860825258911, 33.855699822728205, 33.85051994536453, 33.84528508228584, 33.83999467649038, 33.834648158907, 33.82924494875304, 33.823784453854074, 33.81826607092781, 33.81268918583442, 33.80705317379519, 33.80135739958168, 33.79560121767728, 33.789783972412806, 33.78390499807818, 33.777963619011565, 33.77195914966765, 33.7658908946666, 33.75975814882483, 33.753560197169264, 33.747296314935866, 33.740965767553966, 33.73456781061716, 33.72810168984191, 33.72156664101466, 33.71496188992847, 33.70828665230958, 33.70154013373512, 33.69472152954211, 33.68783002472868, 33.680864793847896, 33.67382500089465, 33.66670979918621, 33.659518331236555, 33.65224972862517, 33.6449031118603, 33.63747759023713, 33.62997226169108, 33.622386212646404, 33.61471851786032, 33.60696824026274, 33.59913443079185, 33.591216128225554, 33.58321235900889, 33.57512213707757, 33.566944463677544, 33.55867832718077, 33.550322702897176, 33.54187655288275, 33.533338825743876, 33.524708456437864, 33.51598436606958, 33.50716546168428, 33.49825063605653, 33.48923876747519, 33.48012871952442, 33.47091934086064, 33.46160946498542, 33.45219791001424, 33.44268347844092, 33.433064956897915, 33.4233411159121, 33.41351070965619, 33.40357247569559, 33.39352513473067, 33.38336739033429, 33.37309792868454, 33.36271541829259, 33.352218509725574, 33.34160583532435, 33.33087600891606, 33.3200276255214, 33.309059261056504, 33.29796947202929, 33.286756795230104, 33.275419747416734, 33.26395682499342, 33.252366503683966, 33.24064723819866, 33.22879746189496, 33.21681558643183, 33.20470000141745, 33.192449074050415, 33.18006114875397, 33.16753454680343, 33.15486756594643, 33.14205848001593, 33.12910553853586, 33.11600696631913, 33.10276096305798, 33.08936570290642, 33.075819334054586, 33.06211997829486, 33.04826573057961, 33.03425465857029, 33.02008480217779, 33.00575417309377, 32.99126075431287, 32.9766024996455, 32.961777333221114, 32.94678314898163, 32.9316178101649, 32.91627914877797, 32.90076496505982, 32.88507302693356, 32.869201069447584, 32.853146794205706, 32.83690786878577, 32.82048192614677, 32.80386656402393, 32.787059344311714, 32.77005779243438, 32.7528593967038, 32.73546160766434, 32.71786183742445, 32.70005745897467, 32.68204580549177, 32.66382416962876, 32.64538980279034, 32.62673991439359, 32.60787167111349, 32.58878219611301, 32.56946856825727, 32.54992782131172, 32.53015694312357, 32.5101528747865, 32.48991250978797, 32.469432693138984, 32.448710220485744, 32.42774183720285, 32.4065242374677, 32.38505406331555, 32.36332790367494, 32.34134229338297, 32.31909371217994, 32.29657858368306, 32.27379327433859, 32.250734092352054, 32.22739728659599, 32.20377904549475, 32.179875495885895, 32.15568270185762, 32.131196663561695, 32.1064133160014, 32.08132852779396, 32.05593809990683, 32.03023776436736, 32.004223182945175, 31.977889945806858, 31.95123357014207, 31.924249498760812, 31.896933098660973, 31.869279659565695, 31.841284392429813, 31.812942427914848, 31.78424881483177, 31.75519851855097, 31.72578641937873, 31.696007310899518, 31.66585589828341, 31.635326796557962, 31.60441452884381, 31.573113524553328, 31.541418117551544, 31.50932254427866, 31.47682094183345, 31.443907346016715, 31.410575689334184, 31.376819798957996, 31.342633394646068, 31.308010086618655, 31.272943373391225, 31.237426639563022, 31.20145315356053, 31.165016065335042, 31.12810840401371, 31.090723075503217, 31.05285286004547, 31.014490409724477, 30.97562824592385, 30.936258756734123, 30.896374194309285, 30.85596667217188, 30.81502816246605, 30.773550493157877, 30.731525345182543, 30.688944249537716, 30.645798584322666, 30.602079571722715, 30.55777827493857, 30.512885595060176, 30.467392267884847, 30.4212888606794, 30.374565768886157, 30.327213212772705, 30.27922123402546, 30.230579692287044, 30.181278261637758, 30.13130642702141, 30.080653480615883, 30.029308518149037, 29.977260435160634, 29.924497923211078, 29.871009466038007, 29.81678333566191, 29.761807588442142, 29.70607006108489, 29.64955836660491, 29.592259890243128, 29.534161785342246, 29.475250969183175, 29.415514118784948, 29.35493766667144, 29.293507796608466, 29.23121043931507, 29.168031268153488, 29.103955694802362, 29.03896886491865, 28.9730556537937, 28.90620066200991, 28.83838821110474, 28.76960233924946, 28.699826796950695, 28.6290450427836, 28.55724023916608, 28.484395248184413, 28.410492627481368, 28.33551462621883, 28.25944318112809, 28.182259912661543, 28.103946121261174, 28.024482783759975, 27.94385054993376, 27.862029739222333, 27.779000337640106, 27.694741994897875, 27.60923402175912, 27.522455387655654, 27.434384718589392, 27.345000295348797, 27.254280052070584, 27.162201575179367, 27.068742102740067, 26.97387852426037, 26.877587380982902, 26.77984486670948, 26.68062682920239, 26.579908772210693, 26.477665858172617, 26.37387291164799, 26.26850442353846, 26.161534556156337, 26.05293714920684, 25.942685726752128, 25.83075350522977, 25.717113402602084, 25.601738048717475, 25.48459979696906, 25.3656707373407, 25.24492271093515, 25.122327326084232, 24.99785597614561, 24.87147985909619, 24.743169999037374, 24.612897269732592, 24.480632420303156, 24.346346103213676, 24.210008904684003, 24.071591377669613, 23.931064077558226, 23.78839760073505, 23.643562626174468, 23.496529960220563, 23.34727058472313, 23.19575570870029, 23.041956823701817, 22.885845763050725, 22.7273947651425, 22.566576540983117, 22.403364346147274, 22.2377320573377, 22.069654253724543, 21.899106303240544, 21.72606445400276, 21.550505931024873, 21.37240903837544, 21.191753266926337, 21.00851940782214, 20.822689671785174, 20.634247814351298, 20.443179267109354, 20.249471274990892, 20.053113039626886, 19.854095868754115, 19.652413331615364, 19.448061420254437, 19.24103871655886, 19.031346564849805, 18.818989249760083, 18.603974179076733, 18.38631207115462, 18.166017146431866, 17.943107322495973, 17.717604412062418, 17.489534323134446, 17.258927260514383, 17.025817927733932, 16.790245728363, 16.552254965545615, 16.31189503849702, 16.069220634580333, 15.824291915464245, 15.57717469574741, 15.327940612321761, 15.076667282637498, 14.82343844992965, 14.568344113371417, 14.31148064103608, 14.052950863479051, 13.792864145698077, 13.531336435195076, 13.268490283850669, 13.004454841335283, 12.739365817821513, 12.473365413833884, 12.206602215177439, 11.939231051027052, 11.67141281343816, 11.403314236756781, 11.137763146566664, 10.874907858131726, 10.614854009580108, 10.357719521730754, 10.103610770654841, 9.852632206433869, 9.60488210284098, 9.360453981421305, 9.119435803108392, 8.881910063222376, 8.647953572334707, 8.417637387036601, 8.19102671771211, 7.968180876561492, 7.749153242970432, 7.533991253824096, 7.322736415482578, 7.115424337667183, 6.912084788134688, 6.712741767303216, 6.517413601752501, 6.326113055469118, 6.138847457614328, 5.95561884553136, 5.7764241216575565, 5.601255222971625, 5.430099301584682, 5.262938915075934, 5.099752225178729, 4.940513203439628, 4.785191842501025, 4.633754371695616, 4.486163475687746, 4.342378514951064, 4.202355746932822, 4.0660485468217145, 3.933407626906768, 3.8043812535889674, 3.6789154611834136, 3.556954261727541, 3.4384398500886753, 3.3233128037419055, 3.211512276665506, 3.102976186875788, 2.9976413971954656, 2.895443888918996, 2.796318928104511, 2.7002012242845357, 2.6070250814464684, 2.516724541188581, 2.4292335180079894, 2.344485926723579, 2.262415802079219, 2.1829574106108347, 2.1060453548951172, 2.0316146703278832, 1.9596009146065685, 1.8899402501142164, 1.8225695194216658, 1.7574263141408846, 1.6944490373754448, 1.6335769600245256, 1.5747502712044779, 1.517910123057355, 1.4629986702189415, 1.409959104220014, 1.3587356830940085, 1.309273756462131, 1.2615197863634426, 1.215421364092753, 1.1709272233033963, 1.1279872496253631, 1.0865524870418735, 1.0465751412595448, 1.0080085802988297, 0.9708073325226093, 0.9349270823117194, 0.9003246635869219, 0.8669580513674765, 0.8347863515470555, 0.8037697890583867, 0.7738696945887467, 0.7450484899992799, 0.7172696725921712, 0.6904977983609593, 0.6646984643507668, 0.6398382902470016, 0.6158848993031184, 0.5928068987103848, 0.5705738595052398, 0.5491562961028108, 0.5285256455384323, 0.5086542464926275, 0.489515318168926, 0.4710829390881528, 0.4533320258573563, 0.43623831196642116, 0.4197783266605585, 0.40392937393231565, 0.3886695116724775, 0.3739775310152285, 0.359832935909203, 0.3462159229425618, 0.3331073614469833, 0.32048877390243113, 0.3083423166617579, 0.29665076101160615, 0.2853974745836653, 0.27456640312812547, 0.26414205265913154, 0.254109471980162, 0.24445423559553903 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Reaction rate, dP/dt, over time (DETAIL at early times)" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "range": [ 0, 0.05 ], "title": { "text": "SYSTEM TIME" }, "type": "linear" }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "range": [ 33, 34.5 ], "title": { "text": "Y" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# A closer peek at its maximum value\n", "PlotlyHelper.plot_pandas(df=rates, \n", " title=\"Reaction rate, dP/dt, over time (DETAIL at early times)\",\n", " x_var=\"SYSTEM TIME\", fields=\"rxn1_rate\", \n", " range_x=[0,0.05], range_y=[33., 34.5])" ] }, { "cell_type": "markdown", "id": "bfacc983-b8af-467d-87b2-2fee868d8254", "metadata": {}, "source": [ "As we saw earlier, the time it took for `ES` to build up was about 0.01 \n", "**Ignoring the brief initial transient phase, the reaction rate starts at about 34.1**" ] }, { "cell_type": "code", "execution_count": null, "id": "485514fa-5259-4319-9aea-8adac65ae24f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "e0886793-ace6-49dc-bbef-d2aa0c040001", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "078285f0-00aa-4fbb-9a67-7de0184d6cec", "metadata": {}, "source": [ "# 2. Comparing the results to the Michaelis-Menten model approximation" ] }, { "cell_type": "markdown", "id": "5c15fd87-ee4d-41f5-bcc5-de1dce1a59ec", "metadata": {}, "source": [ "### Let's compute some parameters used by the Michaelis-Menten model \n", "for background reference, see: https://vallance.chem.ox.ac.uk/pdfs/KineticsLectureNotes.pdf (p. 20)" ] }, { "cell_type": "code", "execution_count": 19, "id": "251dfcc1-0cc2-4bad-af3a-afa2feed4e4c", "metadata": {}, "outputs": [], "source": [ "rxn = ReactionEnz(enzyme=\"E\", substrate=\"S\", product=\"P\",\n", " k1_F=uc.get_reactions().get_forward_rate(0), \n", " k1_R=uc.get_reactions().get_reverse_rate(0), \n", " k2_F=uc.get_reactions().get_forward_rate(1))" ] }, { "cell_type": "code", "execution_count": 20, "id": "e279ef7d-61ca-469f-8418-60ad0b1222e0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "8.277777777777779" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rxn.kM # For the data in this experiment, it comes out to (49. + 100.) / 18." ] }, { "cell_type": "code", "execution_count": 21, "id": "5b073f95-a8ed-4885-8b88-85a04341ecee", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "49.0" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rxn.kcat" ] }, { "cell_type": "code", "execution_count": 22, "id": "355a083f-d492-4cbb-a5c1-f961236257ad", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "49.0" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vmax = rxn.compute_vmax(E_tot=E0) # kcat * E0\n", "vmax" ] }, { "cell_type": "code", "execution_count": 23, "id": "09dfe215-e89d-4562-8a54-72973c6d2b2c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "34.656188605108056" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_rxn_rate = rxn.compute_rate(S_conc=S0) # (vmax * S0) / (kM + S0)\n", "initial_rxn_rate" ] }, { "cell_type": "markdown", "id": "fbc8da21-6dbf-4957-a4f6-437b50de003f", "metadata": {}, "source": [ "Not too far from the value of about 34.1 we saw earlier... \n", "To keep in mind that the initial part of the reaction is affected by transients" ] }, { "cell_type": "code", "execution_count": null, "id": "1d9b8b04-e789-477e-be6a-d180d6f23eaf", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "2f8ba6c4-1d82-450d-86b6-0e96d695632a", "metadata": {}, "source": [ "### Now, let's look at the reaction rate that produces `P` as a function of [S]; we'll compare what we computed earlier vs. what is given by the approximation of the **Michaelis-Menten model**" ] }, { "cell_type": "markdown", "id": "a5f993a2-84fd-4ca6-838b-c7af9aeaef86", "metadata": {}, "source": [ "First, we'll merge the concentration history and and the rate history into a single dataframe `df`" ] }, { "cell_type": "code", "execution_count": 24, "id": "94f14cc7-e188-4a6d-b833-1f588ce34d40", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
SYSTEM TIMEPESESstepcaptionP_rate
00.0000000.0000000.0000001.00000020.000000Set concentration0.000000
10.0005000.0000000.1800000.82000019.82000011st reaction step8.820000
20.0007500.0022050.2464310.75356919.751364212.075109
30.0007630.0023560.2493210.75067919.748323312.216716
40.0007690.0024320.2507560.74924419.746811412.287060
...........................
8221.46880519.9474370.0058240.9941760.0467388220.285397
8231.47583219.9494430.0056030.9943970.0449548230.274566
8241.48285919.9513720.0053910.9946090.0432378240.264142
8251.48988619.9532280.0051860.9948140.0415868250.254109
8261.49691319.9550140.0049890.9950110.0399978260.244454
\n", "

827 rows × 8 columns

\n", "
" ], "text/plain": [ " SYSTEM TIME P ES E S step \\\n", "0 0.000000 0.000000 0.000000 1.000000 20.000000 \n", "1 0.000500 0.000000 0.180000 0.820000 19.820000 1 \n", "2 0.000750 0.002205 0.246431 0.753569 19.751364 2 \n", "3 0.000763 0.002356 0.249321 0.750679 19.748323 3 \n", "4 0.000769 0.002432 0.250756 0.749244 19.746811 4 \n", ".. ... ... ... ... ... ... \n", "822 1.468805 19.947437 0.005824 0.994176 0.046738 822 \n", "823 1.475832 19.949443 0.005603 0.994397 0.044954 823 \n", "824 1.482859 19.951372 0.005391 0.994609 0.043237 824 \n", "825 1.489886 19.953228 0.005186 0.994814 0.041586 825 \n", "826 1.496913 19.955014 0.004989 0.995011 0.039997 826 \n", "\n", " caption P_rate \n", "0 Set concentration 0.000000 \n", "1 1st reaction step 8.820000 \n", "2 12.075109 \n", "3 12.216716 \n", "4 12.287060 \n", ".. ... ... \n", "822 0.285397 \n", "823 0.274566 \n", "824 0.264142 \n", "825 0.254109 \n", "826 0.244454 \n", "\n", "[827 rows x 8 columns]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = uc.add_rate_to_conc_history(rate_name=\"rxn1_rate\", new_rate_name=\"P_rate\")\n", "df" ] }, { "cell_type": "code", "execution_count": 25, "id": "4bcb86d9-6991-48b1-be23-117f8df8bd4c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
SYSTEM TIMEPESESstepcaptionP_rateMichaelis_rate
00.0000000.0000000.0000001.00000020.000000Set concentration0.00000034.656189
10.0005000.0000000.1800000.82000019.82000011st reaction step8.82000034.564299
20.0007500.0022050.2464310.75356919.751364212.07510934.528950
30.0007630.0023560.2493210.75067919.748323312.21671634.527380
40.0007690.0024320.2507560.74924419.746811412.28706034.526599
..............................
8221.46880519.9474370.0058240.9941760.0467388220.2853970.275111
8231.47583219.9494430.0056030.9943970.0449548230.2745660.264664
8241.48285919.9513720.0053910.9946090.0432378240.2641420.254610
8251.48988619.9532280.0051860.9948140.0415868250.2541090.244934
8261.49691319.9550140.0049890.9950110.0399978260.2444540.235622
\n", "

827 rows × 9 columns

\n", "
" ], "text/plain": [ " SYSTEM TIME P ES E S step \\\n", "0 0.000000 0.000000 0.000000 1.000000 20.000000 \n", "1 0.000500 0.000000 0.180000 0.820000 19.820000 1 \n", "2 0.000750 0.002205 0.246431 0.753569 19.751364 2 \n", "3 0.000763 0.002356 0.249321 0.750679 19.748323 3 \n", "4 0.000769 0.002432 0.250756 0.749244 19.746811 4 \n", ".. ... ... ... ... ... ... \n", "822 1.468805 19.947437 0.005824 0.994176 0.046738 822 \n", "823 1.475832 19.949443 0.005603 0.994397 0.044954 823 \n", "824 1.482859 19.951372 0.005391 0.994609 0.043237 824 \n", "825 1.489886 19.953228 0.005186 0.994814 0.041586 825 \n", "826 1.496913 19.955014 0.004989 0.995011 0.039997 826 \n", "\n", " caption P_rate Michaelis_rate \n", "0 Set concentration 0.000000 34.656189 \n", "1 1st reaction step 8.820000 34.564299 \n", "2 12.075109 34.528950 \n", "3 12.216716 34.527380 \n", "4 12.287060 34.526599 \n", ".. ... ... ... \n", "822 0.285397 0.275111 \n", "823 0.274566 0.264664 \n", "824 0.264142 0.254610 \n", "825 0.254109 0.244934 \n", "826 0.244454 0.235622 \n", "\n", "[827 rows x 9 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Let's add a column with the rate estimated by the Michaelis-Menten model\n", "df[\"Michaelis_rate\"] = rxn.compute_rate(S_conc=df[\"S\"])\n", "df" ] }, { "cell_type": "code", "execution_count": 26, "id": "6e8cdb8c-0e8e-461f-81a0-f7b75de1d322", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Rates=P_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "P_rate", "line": { "color": "blue", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "P_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 0, 8.820000000000002, 12.075109200000004, 12.21671562651811, 12.28705973181425, 12.357175801963768, 12.42706459717162, 12.49672687497254, 12.566163390241266, 12.636067010252328, 12.70643861053694, 12.777279019702796, 12.848589018367923, 12.920369338084052, 12.992620660249674, 13.065343615012896, 13.138538780164318, 13.212206680020048, 13.286347784295083, 13.360962506967232, 13.436051205131784, 13.511614177847163, 13.587651664971771, 13.664163845992285, 13.741150838843646, 13.818612698721031, 13.896549416884035, 13.974960919453439, 14.053847066200793, 14.133207649331165, 14.213042392259405, 14.293350948380246, 14.374132899832606, 14.455387756258494, 14.53711495355689, 14.619313852632983, 14.701983738143264, 14.785123817236817, 14.868733218293345, 14.952810989658342, 15.037356098375941, 15.122367428919905, 15.207843781923307, 15.29378387290744, 15.380186331010474, 15.46704969771649, 15.554372425585433, 15.64215287698461, 15.730389322822385, 15.819079941284661, 15.908222816574876, 15.997815937658144, 16.087857197010287, 16.17834438937243, 16.269275210511974, 16.36064725599061, 16.45245801994024, 16.54470489384758, 16.63738516534821, 16.73049601703102, 16.824034525253794, 16.917997658970908, 17.012382278573973, 17.107185134746395, 17.20240286733274, 17.29803200422394, 17.394068960259226, 17.490510036145867, 17.5873514173977, 17.684589173293496, 17.782219255856234, 17.88023749885434, 17.97863961682602, 18.077421204127788, 18.176577734008315, 18.27610455770882, 18.37599690359105, 18.47624987629423, 18.57685845592198, 18.67781749726062, 18.779121729030003, 18.880765753168138, 18.982744044150966, 19.08505094834846, 19.1876806834185, 19.290627337739725, 19.393884869884783, 19.497447108135294, 19.601307750039922, 19.70546036201688, 19.809898379002345, 19.91461510414609, 20.019603708555803, 20.12485723109151, 20.230368578211486, 20.336130523871145, 20.44213570947629, 20.54837664389224, 20.65484570351019, 20.761535132372355, 20.868437042357236, 20.97554341342661, 21.08284609393551, 21.190336801006826, 21.298007120971818, 21.4058485098781, 21.51385229406643, 21.62200967081779, 21.73031170907214, 21.838749350220255, 21.947313408970036, 22.055994574288633, 22.164783410421784, 22.273670357991666, 22.38264573517456, 22.49169973895966, 22.600822446490273, 22.71000381648861, 22.819233690765422, 22.928501795815627, 23.037797744501077, 23.147111037821574, 23.256431066775164, 23.365747114308796, 23.475048357360244, 23.5843238689923, 23.693562620620078, 23.80275348433225, 23.911885235307047, 24.02094655432369, 24.129926030369937, 24.238812163346342, 24.347593366867763, 24.456257971162593, 24.56479422607008, 24.67319030413611, 24.78143430380762, 24.889514252725935, 24.99741811111894, 25.10513377529228, 25.212649081219354, 25.319951808229984, 25.427029682797492, 25.533870382423792, 25.64046153962209, 25.74679074599652, 25.85284555641815, 25.958613493296514, 26.064082050945792, 26.16923870004466, 26.27407089218865, 26.378566064533814, 26.482711644530323, 26.586495054744518, 26.68990371776782, 26.79292506121074, 26.895546522780194, 26.99775555543798, 27.099539632638503, 27.200886253643272, 27.301782948909924, 27.402217285553146, 27.50217687287485, 27.60164936796077, 27.70062248134053, 27.79908398270805, 27.89702170669905, 27.99442355872228, 28.091277520840865, 28.187571657700182, 28.283294122498315, 28.378433162995186, 28.472977127556245, 28.566914471226386, 28.660233761829737, 28.75292368609075, 28.844973055771874, 28.936370813823046, 29.027106040537948, 29.11716795971195, 29.206545944796574, 29.295229525045002, 29.383208391643247, 29.470472403821272, 29.5570115949384, 29.642816178537178, 29.72787655435968, 29.812183314320226, 29.89572724842842, 29.978499350656126, 30.06049082474217, 30.1416930899283, 30.222097786619905, 30.30169678196495, 30.380482175344497, 30.458446303768177, 30.53558174716783, 30.611881333582637, 30.687338144228917, 30.761945518447835, 30.83569705852417, 30.9085866343694, 30.980608388062286, 31.051756738240197, 31.122026384334436, 31.19141231064291, 31.259909790233507, 31.32751438867159, 31.394221967565176, 31.460028687921387, 31.524931013307892, 31.588925712813175, 31.652009863799623, 31.714180854443505, 31.775436386056107, 31.83577447518055, 31.895193455458745, 31.95369197926349, 32.01126901909057, 32.06792386870625, 32.12365614404556, 32.17846578385712, 32.23235305009058, 32.28531852802284, 32.33736312611978, 32.38848807563016, 32.43869492990909, 32.487985563468506, 32.53636217075244, 32.58382726463538, 32.63038367464232, 32.67603454488932, 32.720783331744066, 32.76463380120596, 32.807590026006096, 32.84965638242745, 32.890837546846384, 32.93113849199677, 32.97056448295857, 33.00912107287317, 33.04681409838808, 33.08364967483424, 33.11963419113946, 33.154774304482096, 33.18907693468942, 33.222549258385655, 33.255198702895164, 33.287032939906524, 33.31805987890387, 33.34828766037231, 33.37772464878452, 33.406379425376244, 33.434260780718596, 33.46137770709587, 33.48773939069753, 33.51335520363373, 33.53823469578408, 33.56238758648955, 33.58582375609808, 33.608553237374366, 33.63058620678514, 33.65193297567108, 33.672603981317046, 33.69260977793261, 33.71196102755486, 33.73066849088597, 33.74874301807804, 33.76619553947782, 33.78303705634443, 33.79927863155277, 33.81493138029586, 33.83000646079932, 33.84451506506094, 33.858468409628706, 33.87187772643041, 33.884754253667865, 33.897109226788906, 33.908953869549926, 33.920299385181785, 33.93115694767178, 33.941537693173906, 33.95145271155966, 33.96091303812129, 33.96992964543905, 33.97851343542375, 33.98667523154554, 33.99442577125948, 34.00177569863797, 34.0087355572199, 34.015315783085555, 34.02152669816623, 34.02737850379674, 34.032881274518566, 34.038044952140844, 34.042879340065795, 34.04739409788469, 34.05159873624977, 34.055502612026984, 34.05911492373367, 34.062444707264916, 34.06550083191147, 34.06829199667141, 34.070826726857376, 34.07311337100025, 34.07516009804966, 34.076974894871, 34.07856556403804, 34.079939721919416, 34.081104797056895, 34.08206802883255, 34.08283646642128, 34.08341696802471, 34.08381620038186, 34.08404063855131, 34.08409656595911, 34.08399007470633, 34.083727066129285, 34.08331325160541, 34.082754153596944, 34.08205510692452, 34.081221260262, 34.08025757784384, 34.07916884137587, 34.07795965213989, 34.07663443328248, 34.07519743227806, 34.07365272355606, 34.07200421128186, 34.07025563228114, 34.068410559097074, 34.06647240316985, 34.06444441812777, 34.06232970317958, 34.0601312065972, 34.0578517292786, 34.05549392838034, 34.05306032100952, 34.050553287965144, 34.04797507751896, 34.04532780922613, 34.04261347775631, 34.039833956735954, 34.03699100259311, 34.03408625839599, 34.03112125767719, 34.02809742823574, 34.025016095909336, 34.02187848830978, 34.018685738514726, 34.015438888709575, 34.012138893773354, 34.008786624803264, 34.00538287257263, 34.001928350917645, 33.99842370004849, 33.994869489781244, 33.99126622268674, 33.98761433715366, 33.98391421036305, 33.980166161172036, 33.97637045290489, 33.97252729604989, 33.96863685086097, 33.96469922986321, 33.96071450026183, 33.9566826862545, 33.95260377124723, 33.94847769997408, 33.944304380521714, 33.94008368625958, 33.935815457676945, 33.93149950412836, 33.927135605489006, 33.92272351372192, 33.918262954358944, 33.913753627897606, 33.90919521111615, 33.90458735830912, 33.89992970244595, 33.89522185625507, 33.89046341323618, 33.885653948603355, 33.880793020161526, 33.87588016911935, 33.87091492084077, 33.86589678553838, 33.860825258911, 33.855699822728205, 33.85051994536453, 33.84528508228584, 33.83999467649038, 33.834648158907, 33.82924494875304, 33.823784453854074, 33.81826607092781, 33.81268918583442, 33.80705317379519, 33.80135739958168, 33.79560121767728, 33.789783972412806, 33.78390499807818, 33.777963619011565, 33.77195914966765, 33.7658908946666, 33.75975814882483, 33.753560197169264, 33.747296314935866, 33.740965767553966, 33.73456781061716, 33.72810168984191, 33.72156664101466, 33.71496188992847, 33.70828665230958, 33.70154013373512, 33.69472152954211, 33.68783002472868, 33.680864793847896, 33.67382500089465, 33.66670979918621, 33.659518331236555, 33.65224972862517, 33.6449031118603, 33.63747759023713, 33.62997226169108, 33.622386212646404, 33.61471851786032, 33.60696824026274, 33.59913443079185, 33.591216128225554, 33.58321235900889, 33.57512213707757, 33.566944463677544, 33.55867832718077, 33.550322702897176, 33.54187655288275, 33.533338825743876, 33.524708456437864, 33.51598436606958, 33.50716546168428, 33.49825063605653, 33.48923876747519, 33.48012871952442, 33.47091934086064, 33.46160946498542, 33.45219791001424, 33.44268347844092, 33.433064956897915, 33.4233411159121, 33.41351070965619, 33.40357247569559, 33.39352513473067, 33.38336739033429, 33.37309792868454, 33.36271541829259, 33.352218509725574, 33.34160583532435, 33.33087600891606, 33.3200276255214, 33.309059261056504, 33.29796947202929, 33.286756795230104, 33.275419747416734, 33.26395682499342, 33.252366503683966, 33.24064723819866, 33.22879746189496, 33.21681558643183, 33.20470000141745, 33.192449074050415, 33.18006114875397, 33.16753454680343, 33.15486756594643, 33.14205848001593, 33.12910553853586, 33.11600696631913, 33.10276096305798, 33.08936570290642, 33.075819334054586, 33.06211997829486, 33.04826573057961, 33.03425465857029, 33.02008480217779, 33.00575417309377, 32.99126075431287, 32.9766024996455, 32.961777333221114, 32.94678314898163, 32.9316178101649, 32.91627914877797, 32.90076496505982, 32.88507302693356, 32.869201069447584, 32.853146794205706, 32.83690786878577, 32.82048192614677, 32.80386656402393, 32.787059344311714, 32.77005779243438, 32.7528593967038, 32.73546160766434, 32.71786183742445, 32.70005745897467, 32.68204580549177, 32.66382416962876, 32.64538980279034, 32.62673991439359, 32.60787167111349, 32.58878219611301, 32.56946856825727, 32.54992782131172, 32.53015694312357, 32.5101528747865, 32.48991250978797, 32.469432693138984, 32.448710220485744, 32.42774183720285, 32.4065242374677, 32.38505406331555, 32.36332790367494, 32.34134229338297, 32.31909371217994, 32.29657858368306, 32.27379327433859, 32.250734092352054, 32.22739728659599, 32.20377904549475, 32.179875495885895, 32.15568270185762, 32.131196663561695, 32.1064133160014, 32.08132852779396, 32.05593809990683, 32.03023776436736, 32.004223182945175, 31.977889945806858, 31.95123357014207, 31.924249498760812, 31.896933098660973, 31.869279659565695, 31.841284392429813, 31.812942427914848, 31.78424881483177, 31.75519851855097, 31.72578641937873, 31.696007310899518, 31.66585589828341, 31.635326796557962, 31.60441452884381, 31.573113524553328, 31.541418117551544, 31.50932254427866, 31.47682094183345, 31.443907346016715, 31.410575689334184, 31.376819798957996, 31.342633394646068, 31.308010086618655, 31.272943373391225, 31.237426639563022, 31.20145315356053, 31.165016065335042, 31.12810840401371, 31.090723075503217, 31.05285286004547, 31.014490409724477, 30.97562824592385, 30.936258756734123, 30.896374194309285, 30.85596667217188, 30.81502816246605, 30.773550493157877, 30.731525345182543, 30.688944249537716, 30.645798584322666, 30.602079571722715, 30.55777827493857, 30.512885595060176, 30.467392267884847, 30.4212888606794, 30.374565768886157, 30.327213212772705, 30.27922123402546, 30.230579692287044, 30.181278261637758, 30.13130642702141, 30.080653480615883, 30.029308518149037, 29.977260435160634, 29.924497923211078, 29.871009466038007, 29.81678333566191, 29.761807588442142, 29.70607006108489, 29.64955836660491, 29.592259890243128, 29.534161785342246, 29.475250969183175, 29.415514118784948, 29.35493766667144, 29.293507796608466, 29.23121043931507, 29.168031268153488, 29.103955694802362, 29.03896886491865, 28.9730556537937, 28.90620066200991, 28.83838821110474, 28.76960233924946, 28.699826796950695, 28.6290450427836, 28.55724023916608, 28.484395248184413, 28.410492627481368, 28.33551462621883, 28.25944318112809, 28.182259912661543, 28.103946121261174, 28.024482783759975, 27.94385054993376, 27.862029739222333, 27.779000337640106, 27.694741994897875, 27.60923402175912, 27.522455387655654, 27.434384718589392, 27.345000295348797, 27.254280052070584, 27.162201575179367, 27.068742102740067, 26.97387852426037, 26.877587380982902, 26.77984486670948, 26.68062682920239, 26.579908772210693, 26.477665858172617, 26.37387291164799, 26.26850442353846, 26.161534556156337, 26.05293714920684, 25.942685726752128, 25.83075350522977, 25.717113402602084, 25.601738048717475, 25.48459979696906, 25.3656707373407, 25.24492271093515, 25.122327326084232, 24.99785597614561, 24.87147985909619, 24.743169999037374, 24.612897269732592, 24.480632420303156, 24.346346103213676, 24.210008904684003, 24.071591377669613, 23.931064077558226, 23.78839760073505, 23.643562626174468, 23.496529960220563, 23.34727058472313, 23.19575570870029, 23.041956823701817, 22.885845763050725, 22.7273947651425, 22.566576540983117, 22.403364346147274, 22.2377320573377, 22.069654253724543, 21.899106303240544, 21.72606445400276, 21.550505931024873, 21.37240903837544, 21.191753266926337, 21.00851940782214, 20.822689671785174, 20.634247814351298, 20.443179267109354, 20.249471274990892, 20.053113039626886, 19.854095868754115, 19.652413331615364, 19.448061420254437, 19.24103871655886, 19.031346564849805, 18.818989249760083, 18.603974179076733, 18.38631207115462, 18.166017146431866, 17.943107322495973, 17.717604412062418, 17.489534323134446, 17.258927260514383, 17.025817927733932, 16.790245728363, 16.552254965545615, 16.31189503849702, 16.069220634580333, 15.824291915464245, 15.57717469574741, 15.327940612321761, 15.076667282637498, 14.82343844992965, 14.568344113371417, 14.31148064103608, 14.052950863479051, 13.792864145698077, 13.531336435195076, 13.268490283850669, 13.004454841335283, 12.739365817821513, 12.473365413833884, 12.206602215177439, 11.939231051027052, 11.67141281343816, 11.403314236756781, 11.137763146566664, 10.874907858131726, 10.614854009580108, 10.357719521730754, 10.103610770654841, 9.852632206433869, 9.60488210284098, 9.360453981421305, 9.119435803108392, 8.881910063222376, 8.647953572334707, 8.417637387036601, 8.19102671771211, 7.968180876561492, 7.749153242970432, 7.533991253824096, 7.322736415482578, 7.115424337667183, 6.912084788134688, 6.712741767303216, 6.517413601752501, 6.326113055469118, 6.138847457614328, 5.95561884553136, 5.7764241216575565, 5.601255222971625, 5.430099301584682, 5.262938915075934, 5.099752225178729, 4.940513203439628, 4.785191842501025, 4.633754371695616, 4.486163475687746, 4.342378514951064, 4.202355746932822, 4.0660485468217145, 3.933407626906768, 3.8043812535889674, 3.6789154611834136, 3.556954261727541, 3.4384398500886753, 3.3233128037419055, 3.211512276665506, 3.102976186875788, 2.9976413971954656, 2.895443888918996, 2.796318928104511, 2.7002012242845357, 2.6070250814464684, 2.516724541188581, 2.4292335180079894, 2.344485926723579, 2.262415802079219, 2.1829574106108347, 2.1060453548951172, 2.0316146703278832, 1.9596009146065685, 1.8899402501142164, 1.8225695194216658, 1.7574263141408846, 1.6944490373754448, 1.6335769600245256, 1.5747502712044779, 1.517910123057355, 1.4629986702189415, 1.409959104220014, 1.3587356830940085, 1.309273756462131, 1.2615197863634426, 1.215421364092753, 1.1709272233033963, 1.1279872496253631, 1.0865524870418735, 1.0465751412595448, 1.0080085802988297, 0.9708073325226093, 0.9349270823117194, 0.9003246635869219, 0.8669580513674765, 0.8347863515470555, 0.8037697890583867, 0.7738696945887467, 0.7450484899992799, 0.7172696725921712, 0.6904977983609593, 0.6646984643507668, 0.6398382902470016, 0.6158848993031184, 0.5928068987103848, 0.5705738595052398, 0.5491562961028108, 0.5285256455384323, 0.5086542464926275, 0.489515318168926, 0.4710829390881528, 0.4533320258573563, 0.43623831196642116, 0.4197783266605585, 0.40392937393231565, 0.3886695116724775, 0.3739775310152285, 0.359832935909203, 0.3462159229425618, 0.3331073614469833, 0.32048877390243113, 0.3083423166617579, 0.29665076101160615, 0.2853974745836653, 0.27456640312812547, 0.26414205265913154, 0.254109471980162, 0.24445423559553903 ], "yaxis": "y" }, { "hovertemplate": "Rates=Michaelis_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "Michaelis_rate", "line": { "color": "yellow", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "Michaelis_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 34.656188605108056, 34.56429927238216, 34.528950139369584, 34.527380012921554, 34.52659920377751, 34.525820487014535, 34.52504385604376, 34.52426930429713, 34.52349682522738, 34.52271870776466, 34.52193493076418, 34.52114547339685, 34.52035031515837, 34.51954943587838, 34.51874281572977, 34.51793043523802, 34.517112275290636, 34.516288317146746, 34.51545854244673, 34.514622933221915, 34.513781471904444, 34.51293414133715, 34.512080924783525, 34.51122180593783, 34.510356768935196, 34.509485798361865, 34.50860887926547, 34.507725997165444, 34.50683713806337, 34.50594228845355, 34.50504143533351, 34.50413456621469, 34.503221669133026, 34.50230273265974, 34.501377745912094, 34.50044669856418, 34.49950958085785, 34.49856638361349, 34.4976170982411, 34.496661716751106, 34.49570023176542, 34.4947326365284, 34.49375892491788, 34.492779091456185, 34.491793131321124, 34.49080104035705, 34.48980281508582, 34.488798452717845, 34.487787951163014, 34.48677130904171, 34.485748525695634, 34.48471960119878, 34.48368453636823, 34.4826433327749, 34.481595992754315, 34.480542519417234, 34.47948291666025, 34.47841718917628, 34.477345342464936, 34.476267382842885, 34.47518331745403, 34.4740931542796, 34.472996902148104, 34.47189457074514, 34.47078617062315, 34.469671713210865, 34.468551210822746, 34.46742467666814, 34.46629212486033, 34.46515357042534, 34.46400902931059, 34.462858518393254, 34.46170205548852, 34.460539659357465, 34.45937134971482, 34.4581971472364, 34.45701707356626, 34.45583115132365, 34.454639404109514, 34.45344185651292, 34.452238534116894, 34.4510294635042, 34.44981467226254, 34.44859418898955, 34.447368043297345, 34.44613626581672, 34.444898888200946, 34.443655943129116, 34.44240746430915, 34.44115348648023, 34.43989404541493, 34.438629177920774, 34.43735892184132, 34.43608331605681, 34.434802400484216, 34.43351621607685, 34.43222480482337, 34.43092820974624, 34.42962647489963, 34.42831964536673, 34.427007767256434, 34.42569088769946, 34.42436905484376, 34.423042317849344, 34.42171072688243, 34.42037433310889, 34.419033188686996, 34.417687346759514, 34.41633686144502, 34.41498178782846, 34.41362218195104, 34.41225810079926, 34.41088960229318, 34.40951674527395, 34.408139589490425, 34.406758195585056, 34.40537262507886, 34.40398294035558, 34.40258920464496, 34.401191482005125, 34.3997898373041, 34.398384336200415, 34.396975045122744, 34.39556203124867, 34.39414536248251, 34.3927251074321, 34.39130133538473, 34.38987411628206, 34.38844352069399, 34.387009619791634, 34.38557248531926, 34.38413218956518, 34.38268880533168, 34.3812424059039, 34.379793065017665, 34.37834085682635, 34.37688585586662, 34.375428137023185, 34.37396777549251, 34.372504846745436, 34.3710394264888, 34.369571590625974, 34.36810141521635, 34.36662897643385, 34.36515435052428, 34.363677613761716, 34.36219884240386, 34.36071811264633, 34.35923550057591, 34.357751082122874, 34.35626493301219, 34.35477712871381, 34.353287744391935, 34.351796854853305, 34.35030453449457, 34.348810857248665, 34.3473158965303, 34.34581972518049, 34.344322415410275, 34.34282403874349, 34.34132466595871, 34.33982436703041, 34.33832321106929, 34.3368212662618, 34.335318599808986, 34.33381527786456, 34.33231136547233, 34.330806926502916, 34.32930202358993, 34.32779671806549, 34.32629106989523, 34.32478513761275, 34.32327897825371, 34.32177264728933, 34.32026619855965, 34.31875968420633, 34.31725315460526, 34.315746658298806, 34.314240241927955, 34.31273395016423, 34.311227825641545, 34.309721908887994, 34.30821623825764, 34.3067108498624, 34.305205777503936, 34.3037010526059, 34.30219670414622, 34.30069275858979, 34.29918923982147, 34.29768616907954, 34.29618356488955, 34.29468144299879, 34.2931798163113, 34.2916786948236, 34.29017808556112, 34.28867799251542, 34.287178416582314, 34.285679355500896, 34.284180803793575, 34.28268275270719, 34.28118519015521, 34.27968810066123, 34.27819146530366, 34.27669526166174, 34.27519946376308, 34.27370404203251, 34.27220896324257, 34.270714190465625, 34.26921968302753, 34.26772539646318, 34.26623128247371, 34.26473728888569, 34.2632433596121, 34.26174943461541, 34.2602554498726, 34.25876133734234, 34.25726702493423, 34.25577243648032, 34.25427749170885, 34.25278210622027, 34.25128619146559, 34.24978965472715, 34.24829239910178, 34.246794323486434, 34.24529532256631, 34.24379528680552, 34.24229410244027, 34.24079165147468, 34.239287811679134, 34.237782456591304, 34.23627545551981, 34.23476667355045, 34.233255971555224, 34.231743206203824, 34.23022822997796, 34.22871089118822, 34.227191033993606, 34.225668498423694, 34.22414312040341, 34.22261473178036, 34.22108316035477, 34.21954822991191, 34.21800976025699, 34.21646756725261, 34.21492146285846, 34.213371255173556, 34.211816748480594, 34.21025774329268, 34.20869403640221, 34.207125420931796, 34.205551686387366, 34.20397261871307, 34.20238800034818, 34.20079761028576, 34.199201224133034, 34.19759861417338, 34.19598954942983, 34.194373795730016, 34.192751115772374, 34.191121269193644, 34.189484012637394, 34.18783909982351, 34.18618628161865, 34.18452530610733, 34.1828559186637, 34.18117786202379, 34.17949087635814, 34.17779469934465, 34.17608906624162, 34.17437370996064, 34.17264836113943, 34.17091274821438, 34.16916659749265, 34.16740963322372, 34.16564157767029, 34.16386215117832, 34.162071072246135, 34.16026805759246, 34.15845282222322, 34.15662507949702, 34.154784541189166, 34.152930917554045, 34.15106391738583, 34.14918324807734, 34.14728861567698, 34.14537972494354, 34.143456279398904, 34.14151798137842, 34.139564532078936, 34.137595631604306, 34.13561097900837, 34.13361027233527, 34.13159320865698, 34.12955948410809, 34.12750879391762, 34.12544083243795, 34.12335529317068, 34.12125186878942, 34.11913025115953, 34.11699013135455, 34.1148311996696, 34.11265314563141, 34.11045565800519, 34.10823842479815, 34.106001133259795, 34.10374346987889, 34.101465120377185, 34.0991657696998, 34.096845102002376, 34.09450280063498, 34.092138548122776, 34.08975202614353, 34.08734291550192, 34.084910896100745, 34.082455646909146, 34.079976845927675, 34.077474170150566, 34.074947295524964, 34.072395896907494, 34.06981964801792, 34.06721822139021, 34.06459128832104, 34.06193851881565, 34.05925958153139, 34.05655414371887, 34.05382187116083, 34.05106242810886, 34.04827547721806, 34.04546067947974, 34.04261769415211, 34.03974617868934, 34.03684578866882, 34.03391617771684, 34.03095699743279, 34.0279678973119, 34.024948524666705, 34.02189852454727, 34.01881753966024, 34.0157052102869, 34.012561174200236, 34.0093850665811, 34.006176519933625, 34.002935163999865, 33.999660625673826, 33.99635252891488, 33.99301049466072, 33.98963414073984, 33.98622308178362, 33.98277692913809, 33.979295290775454, 33.97577777120534, 33.972223971385844, 33.96863348863453, 33.9650059165392, 33.96134084486864, 33.95763785948334, 33.953896542246135, 33.950116470932834, 33.946297219142885, 33.94243835621003, 33.93853944711296, 33.93460005238601, 33.93061972802986, 33.926598025422244, 33.922534491228646, 33.918428667313, 33.91428009064837, 33.9100882932275, 33.90585280197341, 33.901573138649795, 33.89724881977131, 33.89287935651377, 33.88846425462404, 33.88400301432978, 33.87949513024889, 33.87494009129867, 33.87033738060458, 33.86568647540868, 33.860986846977575, 33.8562379605099, 33.85143927504328, 33.84659024336075, 33.841690311896414, 33.83673892064065, 33.831735503044335, 33.82667948592257, 33.82157028935731, 33.81640732659933, 33.81119000396915, 33.80591772075701, 33.80058986912182, 33.79520583398904, 33.789764992947376, 33.784266716144394, 33.77871036618077, 33.77309529800336, 33.7674208587969, 33.76168638787429, 33.75589121656549, 33.75003466810489, 33.744116057517175, 33.7381346915016, 33.73208986831461, 33.72598087765079, 33.71980700052209, 33.71356750913527, 33.70726166676746, 33.70088872763997, 33.694447936790006, 33.68793852994054, 33.68135973336811, 33.674710763768516, 33.667990828120445, 33.661199123546886, 33.65433483717434, 33.64739714598974, 33.640385216695094, 33.63329820555967, 33.62613525826981, 33.61889550977631, 33.611578084139154, 33.604182094369754, 33.59670664227055, 33.58915081827183, 33.581513701265926, 33.573794358438505, 33.565991845097045, 33.55810520449637, 33.55013346766122, 33.54207565320577, 33.53393076715004, 33.52569780273315, 33.51737574022335, 33.50896354672473, 33.500460175980585, 33.49186456817337, 33.48317564972109, 33.474392333070206, 33.465513516484826, 33.45653808383222, 33.44746490436455, 33.43829283249667, 33.429020707580044, 33.41964735367262, 33.41017157930457, 33.400592177239844, 33.39090792423349, 33.3811175807845, 33.371219890884326, 33.36121358176074, 33.3510973636171, 33.340869929366896, 33.330529954363406, 33.320076096124424, 33.30950699405199, 33.29882126914695, 33.28801752371822, 33.277094341086745, 33.26605028528399, 33.25488390074475, 33.24359371199439, 33.232178223330116, 33.2206359184964, 33.208965260354276, 33.19716469054446, 33.18523262914408, 33.17316747431705, 33.16096760195765, 33.14863136532755, 33.13615709468586, 33.123543096912066, 33.110787655121875, 33.09788902827571, 33.08484545077963, 33.071655132078654, 33.058316256242215, 33.04482698154161, 33.03118544001934, 33.01738973705, 33.003437950892724, 32.98932813223488, 32.97505830372685, 32.96062645950772, 32.94603056472172, 32.931268555025035, 32.91633833608307, 32.901237783057695, 32.88596474008433, 32.870517019738784, 32.85489240249337, 32.83908863616231, 32.823103435336016, 32.8069344808041, 32.79057941896681, 32.77403586123466, 32.757301383416056, 32.74037352509249, 32.723249788981185, 32.70592764028485, 32.68840450602826, 32.67067777438139, 32.6527447939687, 32.634602873164546, 32.616249279373946, 32.597681238298925, 32.5788959331896, 32.55989050408009, 32.54066204700857, 32.52120761322142, 32.501524208360884, 32.481608791635956, 32.461458274976174, 32.44106952216786, 32.420439347972454, 32.39956451722656, 32.378441743923226, 32.35706769027418, 32.3354389657524, 32.31355212611485, 32.29140367240462, 32.268990049932334, 32.24630764723613, 32.2233527950199, 32.20012176506917, 32.17661076914426, 32.152815957850194, 32.128733419482735, 32.10435917885022, 32.0796891960705, 32.054719365342564, 32.029445513692174, 32.00386339969114, 31.977968712149405, 31.95175706877963, 31.92522401483354, 31.89836502170936, 31.871175485529992, 31.843650725691, 31.815785983378024, 31.787576420052815, 31.75901711590736, 31.730103068285313, 31.700829190070245, 31.67119030803982, 31.641181161185372, 31.61079639899613, 31.580030579707362, 31.548878168511806, 31.517333535733574, 31.48539095496385, 31.453044601157707, 31.420288548691175, 31.38711676937797, 31.35352313044499, 31.319501392465973, 31.28504520725244, 31.25014811570128, 31.21480354559813, 31.179004809375904, 31.142745101827586, 31.10601749777271, 31.06881494967664, 31.031130285222044, 30.992956204831735, 30.954285279142248, 30.915109946427453, 30.87542250997149, 30.835215135390385, 30.794479847901755, 30.753208529541897, 30.711392916329824, 30.66902459537756, 30.626095001946233, 30.582595416447585, 30.538516961390297, 30.49385059827091, 30.448587124409, 30.40271716972624, 30.35623119346929, 30.309119480876372, 30.261372139787394, 30.21297909719787, 30.163930095756555, 30.11421469020732, 30.06382224377537, 30.01274192449851, 29.960962701504013, 29.908473341231833, 29.855262403605227, 29.801318238149765, 29.74662898006214, 29.69118254623023, 29.634966631206147, 29.577968703134236, 29.52017599963627, 29.461575523656254, 29.40215403926775, 29.341898067446667, 29.2807938818131, 29.218827504345928, 29.155984701074487, 29.092250977751775, 29.027611575514463, 28.96205146653512, 28.89555534967284, 28.828107646128867, 28.75969249511444, 28.69029374953882, 28.619894971725945, 28.54847942916912, 28.476030090333698, 28.402529620518777, 28.327960377789577, 28.252304408993353, 28.17554344587246, 28.09765890128956, 28.018631865580748, 27.938443103053917, 27.85707304865084, 27.774501804792713, 27.690709138430638, 27.605674478323813, 27.519376912570024, 27.431795186414632, 27.342907700366375, 27.25269250864977, 27.161127318026686, 27.0681894870211, 26.973856025583956, 26.878103595237157, 26.780908509738534, 26.682246736312084, 26.582093897490967, 26.48042527362346, 26.3772158060955, 26.27244010132648, 26.166072435598807, 26.05808676078494, 25.948456711039842, 25.837155610530566, 25.724156482278605, 25.609432058195512, 25.49295479039608, 25.374696863878523, 25.25463021066554, 25.13272652550521, 25.008957283235656, 24.8832937579226, 24.755707043884104, 24.62616807872238, 24.49464766848767, 24.36111651510489, 24.225545246199047, 24.08790444746099, 23.948164697700193, 23.806296606736844, 23.662270856290224, 23.51605824402539, 23.36762973092455, 23.216956492153855, 23.064009971599667, 22.90876194025171, 22.751184558612685, 22.591250443315715, 22.42893273813141, 22.264205189546104, 22.097042227091006, 21.927419048598917, 21.755311710560687, 21.58069722374674, 21.403553654250818, 21.223860230102304, 21.04159745358013, 20.856747219345493, 20.669292938491697, 20.479219668587053, 20.28651424976129, 20.091165446856166, 19.893164097627338, 19.692503266946492, 19.489178406909915, 19.283187522712, 19.07453134408933, 18.86321350208249, 18.649240710799234, 18.432622953792663, 18.21337367459294, 17.99150997084976, 17.76705279145589, 17.540027135929655, 17.310462255236278, 17.07839185312545, 16.843854286955256, 16.60689276686183, 16.367555552020416, 16.125896142627973, 15.881973466121353, 15.635852056029679, 15.387602221746638, 15.137300207399699, 14.885028337890775, 14.630875150089102, 14.374935507074042, 14.1173106932562, 13.858108488152318, 13.59744321655535, 13.335435772829538, 13.072213617073494, 12.807910740935469, 12.542667600936772, 12.276631017264435, 12.009954036134465, 11.74279575400498, 11.475321102134789, 11.207700590238884, 10.942777992266695, 10.680672222666969, 10.421499897766966, 10.165372035772966, 9.912395120839252, 9.662670324291684, 9.416293531244438, 9.173355067940934, 8.933939582790838, 8.698125900369542, 8.465986919852998, 8.237589530640218, 8.0129945554151, 7.792256716587904, 7.575424627071715, 7.362540804314027, 7.1536417070089335, 6.948757793545285, 6.747913601195819, 6.5511278449136485, 6.358413534513557, 6.169778108931379, 5.985223586190332, 5.804746727653489, 5.628339215107882, 5.455987839207163, 5.287674697795437, 5.123377402644238, 4.963069293156434, 4.806719655624212, 4.654293946671815, 4.5057540195664325, 4.361058352141141, 4.220162275140852, 4.083018199874734, 3.9495758441351665, 3.8197824554229536, 3.6935830306001143, 3.5709205311741803, 3.451736093500398, 3.3359692332701147, 3.223558043733732, 3.1144393871846394, 3.008549079305743, 2.905822066052155, 2.806192592811936, 2.7095943656511743, 2.6159607045098863, 2.5252246882711527, 2.437319291677367, 2.3521775141145596, 2.2697325003283626, 2.189917653173518, 2.1126667385328317, 2.037913982571473, 1.9655941615185069, 1.8956426841898393, 1.8279956674854974, 1.7625900051095873, 1.6993634297736104, 1.6382545691533061, 1.5792029958760212, 1.5221492718200775, 1.4670349870098858, 1.4138027933908746, 1.3623964337669046, 1.3127607661798826, 1.264841784006987, 1.2185866320454557, 1.1739436188484236, 1.1308622255679868, 1.0892931115536721, 1.0491881169459318, 1.0105002624952661, 0.973183746828261, 0.937193941372243, 0.9024873831405634, 0.8690217655707521, 0.8367559275980184, 0.8056498411368908, 0.775664597134222, 0.7467623903473872, 0.7189065029923108, 0.6920612873970097, 0.6661921477876569, 0.6412655213257695, 0.6172488585070397, 0.5941106030245427, 0.5718201711916167, 0.5503479310125831, 0.529665180982693, 0.5097441286922328, 0.4905578693036017, 0.4720803639643731, 0.45428641821388593, 0.43715166043574105, 0.42065252040372836, 0.4047662079641471, 0.38947069189320715, 0.3747446789642003, 0.36056759325539645, 0.3469195557261373, 0.33378136408536285, 0.32113447297379505, 0.30896097447821785, 0.2972435789937102, 0.28596559644730507, 0.27511091789435393, 0.2646639974968523, 0.25460983489113065, 0.2449339579506131, 0.23562240594779654 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "title": { "text": "Rates" }, "tracegroupgap": 0 }, "shapes": [ { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 18.9, "x1": 18.9, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" } ], "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Reaction rate, dP/dt, as a function of Substrate concentration" }, "xaxis": { "anchor": "y", "autorange": true, "domain": [ 0, 1 ], "range": [ 0.03999702266555944, 20 ], "title": { "text": "S" }, "type": "linear" }, "yaxis": { "anchor": "x", "autorange": true, "domain": [ 0, 1 ], "range": [ -1.925343811394892, 36.581532416502945 ], "title": { "text": "dP/dt" }, "type": "linear" } } }, "image/png": "iVBORw0KGgoAAAANSUhEUgAAA6wAAAFoCAYAAABT3XbPAAAgAElEQVR4Xu3dDbQV1Z3n/Q33XtC8CCJqE5KIcdkdF5igaY0OjiHq2DYmjWMnZiUhtMaX6GqzuoEWs4JRYqQn4iCTic/jS3RUmryIWU7IjMR2NA/aii/pjoqQuMaVZwREEiQsXuT1Xu6d+td1H+oWdc6pqr1rn11V37NWluHeqr13ffa+557f3bt2DRsIXooXAggggAACCCCAAAIIIIAAAp4JDCOwetYjNAcBBBBAAAEEEEAAAQQQQCAUILAyEBBAAAEEEEAAAQQQQAABBLwUILB62S00CgEEEEAAAQQQQAABBBBAgMDKGEAAAQQQQAABBBBAAAEEEPBSgMDqZbfQKAQQQAABBBBAAAEEEEAAAQIrYwABBBBAAAEEEEAAAQQQQMBLAQKrl91CoxBAAAEEEEAAAQQQQAABBAisjAEEEEAAAQQQQAABBBBAAAEvBQisXnYLjUIAAQQQQAABBBBAAAEEECCwMgYQQAABBBBAAAEEEEAAAQS8FCCwetktNAoBBBBAAAEEEEAAAQQQQIDAyhhAAAEEEEAAAQQQQAABBBDwUoDA6mW30CgEEEAAAQQQQAABBBBAAAECK2MAAQQQQAABBBBAAAEEEEDASwECq5fdQqMQQAABBBBAAAEEEEAAAQQIrIwBBBBAAAEEEEAAAQQQQAABLwUIrF52C41CAAEEEEAAAQQQQAABBBAgsDIGEEAAAQQQQAABBBBAAAEEvBQgsHrZLTQKAQQQQAABBBBAAAEEEECAwMoYQAABBBBAAAEEEEAAAQQQ8FKAwOplt9AoBBBAAAEEEEAAAQQQQAABAitjAAEEEEAAAQQQQAABBBBAwEsBAquX3UKjEEAAAQQQQAABBBBAAAEECKyMAQQQQAABBBBAAAEEEEAAAS8FCKxedguNQgABBBBAAAEEEEAAAQQQILAyBhBAAAEEEEAAAQQQQAABBLwUILB62S00CgEEEEAAAQQQQAABBBBAgMDKGEAAAQQQQAABBBBAAAEEEPBSgMDqZbfQKAQQQAABBBBAAAEEEEAAAQIrYwABBBBAAAEEEEAAAQQQQMBLAQKrl91CoxBAAAEEEEAAAQQQQAABBAisjAEEEEAAAQQQQAABBBBAAAEvBQisXnYLjUIAAQQQQAABBBBAAAEEECCwMgYQQAABBBBAAAEEEEAAAQS8FCCwetktNAoBBBBAAAEEEEAAAQQQQIDAyhhAAAEEEEAAAQQQQAABBBDwUoDA6mW30Kg8As+++Kq6au4idcPff0V98aJz8xTROOc/3/mQuv+hX6i1Kx9oWc4Xrv62+v3mreqpR75nVF/ZT9Ze+jp+8cNb1YfHH1v2y+po+30wZXx3dAhQOQIIIIAAAggEAqUPrD/+2ZPqlv/yT4md6cuH5olTL1Xnf+o0tfjbfzuknbrtl33hL9U/XPOFUg5ImyHRFCCpLbNu+n/U40/96pCi25l/6uK/U6ee/KeH9Fm8oPgHep88TD3Tnq/HsS8/b81C1vqNf1B/+eXr1aSPHq8euuumtJfXkePymOqxF29wu7He6gJtBtaifzaKLr8jA6FDldrs96RLqPLvxA51GdUigAAClRaoTGCNz6rJL9w1r/0fK7NtpiOgyr+cffqQ2CqwRsOUPq5ZcNHfv2fhHDXl9JNbdj+BVSkxkJcvIbAKgTWrqf7DTPx9UM/SJv3BLM37ms3gUvR7RdHlp/GqyjE2+53AWpVRwXUggAACnROobGAVUgmKPsymNAusnet2ezX79CExbWCVq9cf5JOWD8uH/1+/+r9TLfMlsCqVdjba3qhrXVLRH7ZdXEcWUz3uW82kypiOr/BIcx02LYt+ryi6/DReVTnGZr9nCaxV8eM6EEAAAQTsCtQysCYtI47fqygfGLds3T5Ee+yYUYkhRi81jB6sj5WwGn/p77X6gBU/Lx6soue++NJrQ5a9pr2HU4c2mX287jt3hTPS8pLz5ZW01DpadrMliPHZnLilyRLFqKWeRddfE1fps2gb9cxTfLlqqw/5Yp/UxqTrlTrlJfewpvVI+yOcNK7k3KTZsqRj08yqZamj2QfP+Ne1XbM/1Mh4+JNjxjRmZPOM5aSfz/g4jrZL93+zNsXHUpKdPvf0Uz465GcjjXOrcRs/P+k9o9XPTNagFv25j95nrN8XoysLdHD5p+9/M1xOrV9JfwhsNQbb/WyU5b2o2bjTjknX2ey9R96n0r53t6s3yT6+QiRq/JWv/+OQ32/RNsZ/FnSfyzEbNm5u7BOwcdOW8D5//Z4066rPDRkj+rw049uX34lp35s5DgEEEEDArUBlA6v+BR7/ZakDTPSXeVKokQ8I//iNK4YsCZWv6XCiu0l/yIuHRDlWPuTJB5lmH5KTPmgmBalWX5N2ROtu9mE0aVhFN3WJf7iR6/rZY88MWeaZdK2tPiwn3TPYrF+yDvu0fZE1sDa7d7BVP0fHRNbw0Oq6tVX0jylJfknjo1l74/WlraNVO+MBVB+bNbCmGcutfq4lSMpmW61mh5LalLQSo9nX4n8wyNrfaetqZprUD9Gw0m6TMDk/a2CVP2TF/1gXv440Y7CVle/vRWnGnb6G6Htp0teiobbde3eaepP2Qkj6+Y8axwNqfOO4Zj9D0bbH/4iS5b3E19+JWX8PcTwCCCCAgBuBygbWpEDT6gNTmiV4SWEmzXLfLL+cm31QiH/IbHYt+kNDmlnMLOFWD8e4UyvTZteSZ0OZ6I9Ds3ZnWRLcLMg2u3ew1cxc9MNe1gCT58c8vmS5mYeMhWd/tSbXjslZlkXbCqzxP/okjeU0SxWzBNYsYyltAG/Wp1nqyhJYpb5mm88l3YedNbAm7YIdn41NMwbTBNYsG3e5fC9KM+5M3yPyjvdm9aZ9n2g1sx7f/TzP+1vSe4mvvxPzvB9zDgIIIIBA8QKVCaxxqqRlsa0CWlJQiT9WQtehPwSm/eWd5Zdz2mNdBdak5YnR5YDtljUnLZfU56TZ1CjpR6DdX//bLQnWH9DibdMfGFstv44/LsfFPazNlujp2bRoWEkzw9bMVC8Jj34/TXkuA2uaPxBlCaxZjjUNrFnqyhpYo32W9DPbbiYvGnqTlgTHg0s8XKUZg6aBtZPvRe3GXZZry/LebaNe/TNs4w8VaX7ntXu/krGW9vdclmOzuBb/0YoaEEAAAQRsClQmsEY/kOkPNvG/1jd7xIkG1cveokvsomXE/xKd9JfppM5J+8u51exofMmdjV/OrQK8tkq6H7XZ/YfRMNfs3sioT9p7beOmzT7Mt5phjZfRauYpHtJa9XORgVXXG1+Oqfsm2s6kGbY0G45lqaPZG4+rwJp29YCtYBhf9moaWFuF0HhdJoE13k/6/dBmcEnqi3ZjMEuoi15Dp9+L0oy7Vu8R8WXBad+7s9Tb6kOB/h1WdGDN8l7i6+9Emx+uKAsBBBBAwJ5AJQNrs3u69C/sdrNGaX+xp/lrc5a/EGc5Nu2HnlZDpVVgTfvhvN0Ma5qlyVmHc57AmmapYbNl4Z0KrM2CV1JgjRvqY9r5m9Sh63QVWFv9fESvP0tgzXJs2p+JZuM5S102A2t8+Xva9ze5jiyrGdqNwbyBNa17ke9FNmY69XtQlvfutPWmWa1SdL9neS9JG1hd/07M+ruI4xFAAAEE3AhUMrAKnQ4ZaZevJv1FP81MW7NfvFL/lNMmhZsuNQtCSR9cfLiHtdVf9uMfpJsto231Ydd0aDcLbFnuYY23odUy5VYe8f5q5ZH1upuFlvj1N3tkSbsPu9KetHW0arvLwNrs5yN6v26r+2/jJlnuK00bnJpZZakrS2CV95oPf+CYps8MjpvZCC7xMtKMwVY/G63ugZXdiZP+8OLyvSjNuHN5D2t0vKf5OZcxmaXfm/0MtdsHIrr6Rv8cJL1f+/o7Met7NMcjgAACCLgRqGxgjf6Cji5rTdolWAdcecSAPKswaYfF6HK3pF0go8tb45sKZQlY+gNBtM3x5cDS3ix/pc/6AVoHGflv9N41/WiF+FLTZh+uk3YJ1m2J7qIc7as0y1iTds6Mzqq3u4c1yaPdJkNJmzTpr8WX7LYKG/pDY5rrbFWnXIP+g0rSmE67S3DaOvIE1mYfVOXRQ2n+kJT0h4Kkn494EGo1I5704V6+1m4XXLl+08Cqy0hTV9bAqh9BFf8jm+6D6M9Eu+W88XtY5d7maLlJ70dpx2Cz62q12iNpA70i34uSxnqacaevIel+4ahplvfuNPUm7RIs1yD9LI+v0e/hWQJrs5+hVoE1y3uJr78T3XzsohYEEEAAgawClQ6sgpEUKtLsqBk/RgKkfv5ifPmV/iUexY8foz9gyTG2nzmXdO9ou6Wg0ZDYbLlstM1yvBwnH4Dif0WP36/a7jmsUlY8sOmNOtIs3dUfxqLPhRRTeQzRVXMXpXoOa/wHRcJIO7P4PdDywVQe/RPfRbWVR9brTKpTP7sxGiKSNjpJs0ww+jOiTaLPh2y3fF7OaRWu4u1KGkNZPsDrNsY34In3XdzN5nNY5Y9a0VeWcCnnxU2SNibLWmaze8abPTs6/p7V7P1NzyzGn0mddP95mjHY7Gej3Y7lLt+LWv0SbTfukn4XtHoOa9r37nb1Nuv/6M9FlsCa9L4Qfw5rfAO6rO8lPv5OzPoBiuMRQAABBNwIlD6wumGilqIF0i5rK6Idpo/ZydKmTl5nlnZyLAIIIIAAAggggAACPggQWH3ohZq3wWVgTKJOeqRREV3S6ess4pooEwEEEEAAAQQQQACBIgUIrEXqUnYqAVm++dYftqiH7rop1fE2D7K5SVK7dnXyOtu1je8jgAACCCCAAAIIIOCjAIHVx16hTQgggAACCCCAAAIIIIAAAorAyiBAAAEEEEAAAQQQQAABBBDwUoDA6mW30CgEEEAAAQQQQAABBBBAAAECK2MAAQQQQAABBBBAAAEEEEDASwECq5fdQqMQQAABBBBAAAEEEEAAAQQIrIwBBBBAAAEEEEAAAQQQQAABLwUIrF52C41CAAEEEEAAAQQQQAABBBAgsDIGEEAAAQQQQAABBBBAAAEEvBQgsHrZLTQKAQQQQAABBBBAAAEEEECAwMoYQAABBBBAAAEEEEAAAQQQ8FKAwOplt9AoBBBAAAEEEEAAAQQQQAABAitjAAEEEEAAAQQQQAABBBBAwEsBAquX3UKjEEAAAQQQQAABBBBAAAEECKyMAQQQQAABBBBAAAEEEEAAAS8FCKxedguNQgABBBBAAAEEEEAAAQQQILAyBhBAAAEEEEAAAQQQQAABBLwUILB62S00CgEEEEAAAQQQQAABBBBAgMDKGEAAAQQQQAABBBBAAAEEEPBSgMDqZbfQKAQQQAABBBBAAAEEEEAAAQIrYwABBBBAAAEEEEAAAQQQQMBLAQKrl91CoxBAAAEEEEAAAQQQQAABBAisjAEEEEAAAQQQQAABBBBAAAEvBQisXnYLjUIAAQQQQAABBBBAAAEEECCwMgYQQAABBBBAAAEEEEAAAQS8FCCwetktNAoBBBBAAAEEEEAAAQQQQIDAyhhAAAEEEEAAAQQQQAABBBDwUoDA6mW30CgEEEAAAQQQQAABBBBAAAECK2MAAQQQQAABBBBAAAEEEEDASwECq5fdQqMQQAABBBBAAAEEEEAAAQQIrIwBBBBAAAEEEEAAAQQQQAABLwUIrF52C41CAAEEEEAAAQQQQAABBBAgsDIGEEAAAQQQQAABBBBAAAEEvBQgsHrZLTQKAQQQQAABBBBAAAEEEECAwMoYQAABBBBAAAEEEEAAAQQQ8FKAwOplt9AoBBBAAAEEEEAAAQQQQAABAitjAAEEEEAAAQQQQAABBBBAwEsBAquX3UKjEEAAAQQQQAABBBBAAAEECKyMAQQQQAABBBBAAAEEEEAAAS8FCKxedguNQgABBBBAAAEEEEAAAQQQILAyBhBAAAEEEEAAAQQQQAABBLwUILB62S00CgEEEEAAAQQQQAABBBBAgMDKGEAAAQQQQAABBBBAAAEEEPBSgMDqZbfQKAQQQAABBBBAAAEEEEAAAQIrYwABBBBAAAEEEEAAAQQQQMBLAQKrl91CoxBAAAEEEEAAAQQQQAABBAisjAEEEEAAAQQQQAABBBBAAAEvBQisXnYLjUIAAQQQQAABBBBAAAEEECCwGo6Bt/64x7AETkfAjcDYUSPVjl29an9fv5sKqQUBQ4Ex7x+hdu87oPbuP2BYEqcj4EZg9Ht71P4DA2r33j43FVILAhYEPnDU4RZKoQgEihMgsBraElgNATndmQCB1Rk1FVkSILBagqQYZwIEVmfUVGRRgMBqEZOiChEgsBqyElgNATndmQCB1Rk1FVkSILBagqQYZwIEVmfUVGRRgMBqEZOiChEgsBqyElgNATndmQCB1Rk1FVkSILBagqQYZwIEVmfUpaqor69Xrf71i6qru1t9/NRPetd2Aqt3XUKDYgIEVsMhQWA1BOR0ZwIEVmfUVGRJgMBqCZJinAkQWJ1Rl6oiAmupuovGeihAYDXsFAKrISCnOxMgsDqjpiJLAgRWS5AU40yAwOqMulQVEVhL1V001kMBAqthpxBYDQE53ZkAgdUZNRVZEiCwWoKkGGcCBFZn1FRkUYAlwRYxKaoQAQKrISuB1RCQ050JEFidUVORJQECqyVIinEmQGB1Rk1FFgUIrBYxKaoQAQKrISuB1RCQ050JEFidUVORJQECqyVIinEmQGB1Rk1FCQLDh21Xw4ZtU91d68Lvdg3X/12vhg+X721vfG14cJx8bfCYAWPPmxcvUQ8t/+WQco774LFqxdJbM5Ut5Wzc9La6e+GcTOdxcLUFCKyG/UtgNQTkdGcCBFZn1FRkSYDAagmSYpwJEFidUZeqoqz3sCYFTwmb8vV48JRwKiFVvpf/ZSewPv9va4cE1K/NXaQ2vLU5U2glsObvxSqfSWA17F0CqyEgpzsTILA6o6YiSwIEVkuQFONMgMDqjNrrinZsH6a2B/lxx45hasyRb6j3ve+P6rdrXlPd3fvUWWd3BbOaesZzW/j/5WUjePYPjFIDA6NV34HjwjIHgn/3B/8+cODD4b8P9H84/Lf+en//qOBrxykbS4IlaMYD64onX1DXfedO9cSy29W4Y8aEbUiaiV278oHwe/f+6FG1+J6Hh/TtF6afo26cNTPx3Gi5csDEqZcOOfes009mptbrn5T0jSOwprdKPJLAagjI6c4ECKzOqKnIkgCB1RIkxTgTILA6o3ZWkYTPDRuGBTOY28IltRJA39wwXE2Y8IbauXOHGqYGl9bK1+X7O3dsV6NHbwu/r1+9vT1q1aopQWDtVVOmPNu27fHgKaEyDJlBwBz83mDQlJeEUwmp8vW8r6IDqw6k0j4JrFd++TONACuzsPLSS4CbzbDGv67DsC5bwupt37pGTTv34HNup824PtPsbl4/zitegMBqaExgNQTkdGcCBFZn1FRkSYDAagmSYpwJEFidUeeqSM98vhkEUAmUcv9mNHzuCKZFjzxSZj0PLrONh8+sFUuwHAyagzOb27ePVk8/dbxas2a0WvfGGLVu3WDw/Pt/eK8649+9vxFEs9ZjcnxRgVVCZHSGNKmNEjzvuP+RRrBMCqybNm9V510ye8hMrZQlgfTayy5Wp5x8YuL3TUw41y8BAqthfxBYDQE53ZkAgdUZNRVZEiCwWoKkGGcCBFZn1GFFG9YPCwLnsHBGczBkyiZC24OluDLjuS6c+RzcXGidkrAqITU685m1tRI+9XLbdrOeega0VR3PPTtcLVrYo+S/8rpvyX51wbQDWZtlfLytwBrfdGnpHfPUKZNOPKR9EjTXvfmHIV/XM6VJgfWlNa+rGdcuSLxOPasqM7XPvPhqeEyezZ6MESmgUAECqyEvgdUQkNOdCRBYnVFTkSUBAqslSIpxJkBgNaPWATRcbhuEzneCJbdhGO1aHwTOQ2c/5Tj5fp5XfObz4L8Hl9vG7/PMU0fac25f2B0G1w99eEA9/LN94X9dvmwF1ug9rBJK5RXfJTg+6xpf2tsqsEaXFjfzid8Hm+Ycl9bUlU+AwJrPrXEWgdUQkNOdCRBYnVFTkSUBAqslSIpxJkBgHUodnwFtFkCj933mCaBy/+aB4F7O6IZCstGQ/rdsNiQvG/d75hlMaXYJnvX1EWrZj7vCGVaZaXX5KiKwSvslnEY3PtIzpdEQmSaw6iXBzWZsm1kl3dfq0pW67AkQWA0tCayGgJzuTIDA6oyaiiwJEFgtQVKMM4GqB1a9AVEw+Rnc67kuXIa7M9gJV5bc6iW47+yUTYfeCB+zkvf+z3gA7eTsp43BkyawSrj//EUjw2XOi7+/X13yRXdLg4sKrDqg6vtYk4Kn3tlXh9h4gNX+enfhaNiV2dRPfOxPw0PuWvLzITsC67rjOwnb6E/KcC9AYDU0J7AaAnK6MwECqzNqKrIkQGC1BEkxzgTKGFglIMnjV+ReT5np7A6W38q9nxJIZRnuUWMO7n6rl+BmnQVtPgM6dPnt4Cxp/t1unXV0xorSBFYpUmZYZaZVlgQ//+u9GWvJf3hRgVVapAOonmmNL9mVe1Dl0TfRIBq9H7XVY22k/OguwXEBwmr+MeHbmQRWwx4hsBoCcrozAQKrM2oqsiRAYLUESTHOBHwJrGlCqGxMJLOgeTciim9ANLgEd/A5oPp5n/o5n846oAIVnXHqYeEs60+X71NnTul3ckU2AquThlJJbQUIrIZdT2A1BOR0ZwIEVmfUVGRJgMBqCZJinAkUGVibLceVDYmGDwt2xA1mSLu65L+DIVRmQbPMhEaf/ak3HNIhNLoJUVVnQZ0NkjYV3Xt3t7ppXk+4JFiWBrt4EVhdKFOHiQCB1UQvOJfAagjI6c4ECKzOqKnIkgCB1RIkxTgTyBNYkzYmGhaET1maq9R21dMtIXRd437QLCFULlzPhEZDqJ4Bla/JRkRpHsHiDLHmFcl4kFlWecmyYBc7BhNYaz7oSnD5BFbDTiKwGgJyujMBAqszaiqyJEBgtQRJMc4EooFVB9HBZ4PKBkXBfy3NhjZbjqtnQju1G64z6JJVlPYeVn1Zl88coR5b0eVs8yUCa8kGVA2bS2A17HQCqyEgpzsTILA6o6YiSwIEVkuQFGNVoFUQ7enaroYFs6EyQ5rn3tDobKjeGVf+q2dEWY5rtSudFZY1sOrNl+QeVrmXtegXgbVoYco3FSCwGgoSWA0BOd2ZAIHVGTUVWRIgsFqCpJhUAtF7RGVGVJbk7ty5I5wdHTVqm9r1zuCjW/SjWtIuzU16REtfsEER94Wm6pZKHJQ1sMpYPOkEd8uCCayVGGaVvggCq2H3ElgNATndmQCB1Rk1FVkSILBagqSYcNfVNzcMC2Y+B5fn7npnMIiOHr1OyXNDjxrzSqg0efLLmTYq6u37WLAz7uhgZ9zBx7P0dB+vevuOU3v3vy/8OjOiDL68Ai6XBRNY8/YS57kSILAaShNYDQE53ZkAgdUZNRVZEiCwWoKseDFr1wwPnheqhjxDdDCAbs89K5q8NHdwVrRVEM2z6VLFu4fLyyngclkwgTVnJ3GaM4HaB9b4A4z1g42jPRB9gHH8+wRWZ2OVigwFCKyGgJzuXIDA6pzcuwrjYVSW6EoYHaa2qaOOeiXzc0Sjy3PDe0PffXbogf4JwSzpEcY75hJYvRtCpW1QdLfgjVv2FHodBNZCeSncgkDtA6uE0bsXzmlQyr/Hjzta3ThrZvi1mxcvURs3vd04Jv59AquFUUgRTgQIrE6YqcSiAIHVIqaHRUWX6e5+J3iWaLCL7js716sjR78RPk9U3y8qy3TTvJLCqGxW1G5WNE3ZaY8hsKaVqtdxWe9h1TrnTx2p5I82svGSbMBU1IvAWpQs5doSqH1gjUPKjOuvXn6tEVCnzbheLfjGFeqUSSeGh7605nU177v3qhVLbw3/TWC1NRQpp2gBAmvRwpRvW4DAalvUXXmyaczaNcPU9uC/gxsYyb2iO4Kdc19p3DOaZfOiaBjtOxDcN9ov94weDKNyL6kPLwKrD73gXxvyBtb5N/SoH9zVra68uk/Nv6W3sAurcmCViaeHlv9yiN3SO+Y1PtcXgSrZ4drLLlbTzv1kEcXXskwCa6zbZZCd8YmJ4Qzrps1b1XmXzFZPLLtdjTtmTHhk/GsE1lr+3JTyogmspey2WjeawOpv9+vZ0Z3BzaN6N129VLene3VjJ115tEu7lw8zo+3amPb7BNa0UvU6Lm9gfe7Z4epz00eqiZP61eMri3u8TdUDq4w2vXJSJp5mXLtAFRlaCaz2f74JrO+ayuBa9+YfVPQe1TSBdV9vcUs07Hc3JdZZoKd7WHC/1kCwYUidFbj2Mgn0dAVjNhiwjFn3vfZKsGfR9m3D1Lp129Txx7+i1gf/HX1kED4H5BmjbzSeMZrm0S4DA8H9oeq44NzRQV9ODi5mVPBvuWf0uOB/E4J/j3Z/gQXV2B2M2YHgPVbGLS8EbAgcNmJ4WMzvN/cHfwiyUeKhZYzsGayjii+ZYZWXDqzy/+X2vtMmf1Rd8aUL217yxKmXqtu+dY267jt3hsfKJNZLr77e+Ld87bgPHttYeRmf0Y3mivi+OdEJsbYNqfkBBNbYAIjes5omsP5xR3F/8ar52OTyLQuMeu8ItWtvX7CpCH9ksUxLcQUJvP89PUr+KLi/90BBNdS32DWvDi7X3bB+u/rIR14JHvmyI7x3dOeO9UFAHXy0i8yOpgmkfQc+Hj7WpT8IoOH9ouFOugf/f52U33dYt+oNwuq+/YzZOvV7kdc6/cIe9ewzw9WSH/aqaZ8p5vf3UUeMtHIJq1er4I9cVorKXMhnP5t8io3AGg2kUouUGQ3A0dWZ8v2kGVYJq4+seLoRbFc8+YK64/5HGv/OfME1O4HAGutwvVRg7coHwu9wD2vNfiIqfLksCa5w51b00lgSnL9j9e66EkSPGiPPHQ02MzpS7gWa1z0AACAASURBVCNdpz4SzJimDaTxe0f7gl11JZRKQO3t+3gQTEflb2QFz2RJcAU7tcOXdPvCbrVoYU+h97HaWhIsgfXjH3cP9rHgFnZZFZL0igdWCYoyW5p2dlNmWNstH07a/yZ+D2s8T0hb05TtXtPPGmsfWGUA6Q2UpItkmYC89M7B7BLs58ClVdkFCKzZzTijswIE1ub++h5SmSUd0f2K2rFjhxp71OrwWaRyL6kEUtldt90MqQ6k4SNegv/pQDr4yBeZKSWQZvkpILBm0arPsXnvYRUhF/ex2gysN9zQmX79+c+bB9b4pktpw2qrUKlvJdS1Rpf+Js2wSjhNerULw53R9K/W2gfW6DNWpXt4Dqt/g5QW2REgsNpxpBR3AnUOrLLL7oYNsmR3WBhCjx67Oli2u10dH+yyK7OlslxX/69VjzSbISWQFjOOCazFuJa9VJPAKtc+fuzhIcFvf7dXHTHK/v3RtgKrj/2UtCQ4SzuTZkElkF487ezGPbBpZliZTc2ifuixtQ+sZnw81sbUj/PdCRBY3VlTkx2BqgfW6KNfRgQ76258Mwikx68Ol+3KM0h1IG03Szo4Mzo4Q3ogWLLbGzz2hSW7dsZg1lIIrFnF6nG8aWCVnYJlprWo57ESWJuPw6SgGf9afHWm/Hv8uKOH3Ocqwfn5f1s7ZFWnfO3KL3+m8SSSevw05LtKAms+t8ZZPNbGEJDTnQkQWJ1RU5ElgSoEVr10d82rw8NZ0p07tgVLdler4cGzSfW9pLJ0t9VLZknlftHBEBo8gzT4b/gs0mDXXV+eP2qpy0tfDIG19F3o5QXo57HOmdurZs/ts95GAmu2wKrvg9VnyepMeenbCfV+OPK1VrsExzdzst6xFSqQwGrYmQRWQ0BOdyZAYHVGTUWWBMoSWPUGRzqU6hnSd3auD+8jTbN0l1lSS4Omw8UQWDvcARWt/rEVXerymSPUmVP6w1lW268qB1bbVpTXGQECq6E7gdUQkNOdCRBYnVFTkSUBnwJrfKY0TygdnB0dHc6OyuZGzJJaGigeFUNg9agzKtQUef8549TDwvtX5T5W26+6BtZmGyFp3yybM9nuE8obKkBgNRwRBFZDQE53JkBgdUZNRZYEXAdWfU+pfDiUHXflnlJZvrvrnXXBoxoO7rzb6vIIpZY6v6TFEFhL2nEFN9v0HlZpngRWeW96fOU+NXGS3eex1jWwFtztFG9RgMBqiElgNQTkdGcCBFZn1FRkSaCowCpLeOWD31tv7lA9wSNhhg3brrq7Vof3lMry3Xb3lBJKLXVwBYshsFawUy1cko3AKkuCZWnw4u/vV5d88YCFVh0sgsBqlZPCChAgsBqiElgNATndmQCB1Rk1FVkSMAmsSUt4u7vWB7vvHgylrXbf1RsdDS7flV14T2aTI0v9WuViCKxV7t3812YjsP7grm4lmy9JWJXQavNFYLWpSVlFCBBYDVUJrIaAnO5MgMDqjJqKLAmkCawms6Xx3XflcTA8n9RS59W0GAJrTTvewWXLY23k8TayHFiWBdt8EVhtalJWEQIEVkNVAqshIKc7EyCwOqOmIksCOrBufrtfrV0zTG3fPky99psdwX2lr4T3lupdeGUJb6vZ0qQlvPKYGAmsvBCwKUBgtalJWVEBucf+pBMOC7+0ccseqzgEVqucFFaAAIHVEJXAagjI6c4ECKzOqKkop4De9EgeD9PTvV7t270+uL9UNjtaF95XmiaYygypBFQ9W8pzSnN2BqflEiCw5mLjpJQC508dGfzxbnj4aBt5xI2tF4HVliTlFCVAYDWUJbAaAnK6MwECqzNqKmojEA2mR49drd7csD3c/OiUyU8F4XR7y2A69N5SHg3DYPNLgMDqV3/40hob97DKtcz6+gi17Mddav4tverKq/usXR6B1RolBRUkQGA1hCWwGgJyujMBAqszaip6VyAaTHe9M7gTrwTTI0evbztjGi7XHZis9gezpft6PxQ+s5RlvAwt3wUIrL73UGfaZyuw6o2XLph2QN23xN7GS3UPrCuefEFd95071dqVD7QcINNmXK+uvexiNe3cT1ofSC+teV3NuHZB2Ia07bHeCI8LJLAadg6B1RCQ050JEFidUdeyItkQRN9jmjWYShAd3I13cMZUB9M0my7VEpuL9laAwOpt13S0YbYCa1EbL1U5sErIXPfmHw4JoxOnXqqO++CxasXSW1MHxLoE1iKvM+8PIoE1r9y75xFYDQE53ZkAgdUZdaUr0rvy/ibYBKmne7XqGr5OjT3qX1LNmDYLps3ACKyVHkqVvDgCayW71auLGj/28LA9v/3dXnXEqAErbat6YP3QB45Rp03+qLriSxeGXvf+6FH1q5dfUxve2hwG1rSvIoNcdIY1bXuKOq7I68zbZgJrXjkCq6Ecp7sWILC6Fi93fdHlvLt3rX83mD6tPnL8weeYJl2hvsd0cPOjk42W8hJYyz2G6th6Amsde93tNRex8VLVA+uCb1zRWG4rvSWzq7d96xp1x/2PhIE1KSzKMfolx8oyYB3kZPmwfj2x7HY17pgx4T/1Ul79PT2DGx0hEpYX3/PwIedH2xBvT5pym41Cfa26zdLel159PVwCndTOmxcvUQ8t/2Xje2edfrK6e+Gc8N/N2u7iJ4DAaqjMDKshIKc7EyCwOqMuXUXRWdMRPf8S3Gu6To05cnXbWVPZgbfIXXkJrKUbSrVvMIG19kOgcIAiNl6yF1hXB9e/rnCD5Ao+m/hlCZkSWP/H/3pOfeDYoxrHfODYsU0Dq5xz8bSzGzOyEuJunDUzDKzR5cXy9Y2b3m4EOn2crkSOP+MTE8NzdeB7ZMXTjVldCaJJoblVeJVyvjZ3kZr/D5c1gnIr8OjSZ31cu3YmzbBKWG3WdhcdTmA1VCawGgJyujMBAqszam8ris6avrVx8Hmme3atVp/61FNqwoQ3woCa9IruzLuv99+rgWBDpH29Zxd+nQTWwompwLIAgdUyaEWKs3UPq3DojZcu+eIBtfj7djZeshtYP96BXvtYUOcrLQPrnxxzlDrvktlD7lttFRajM6fRABrddCkaOJMq10uP9QylDs+nTDqxcbgEyqV3zAv/rTddSgqsckz0vLTIuvxW5ya1M765VKu252lX2vbr4wisWcVixxNYDQE53ZkAgdUZtRcV6XAqm3Toe01lM6SpU59q+dgYPWsqwbTTO/MSWL0YSjQigwCBNQNWjQ61GViL2HjJbmC9oUM9+/OWgVVClcwsyiyr3MuaZnYzXmB85jEpsOpZWH1udEltdJlxtOxWgVWOiy/F/cL0cxqztu2wmwXWVu1MmmFt1XYCa7te8OD7BFYPOoEmpBIgsKZiKuVB0SW9u3e9qna9sy54punTLZf0RmdN5V5TWdrrYtY0CzCBNYsWx/ogQGD1oRf8a4PNwCp/jDzphMPCi9y4ZY+Vi7UXWK00x2ohSTODUkG7wJpnhjW+lDg+c9lqtrPdMmCNsmnz1nCmWN9X2w4rqc527WwWWPPO8rZrY5rvM8OaRqnFMQRWQ0BOdyZAYHVGXWhFOpw+v2p4sDvv00Oeazp16srEuiWM9h04Tu0PZk17g8fG6PtOC22ohcIJrBYQKcKpAIHVKXdtK9MbLz2+cp+aOKnf2IHAevAZqILZ6h7WVkuC4+FQ7jWVl14SLDO8z//b2iE7E8vXrvzyZ9TvN/8xcUmwBOu3/rClcT+tlJdmma8eFEnHtmuntHv8uKOHzOK2arvedMp4ILYogMBqqEtgNQTkdGcCBFZn1NYqSgqnx084uBlSUkU+Lek1hSCwmgpyvmsBAqtr8XrWd/nMEeqxFV3hPaxyL6vpi8A6NLDqUKhd47sEy47B8oovCY7v5ivLgaOBVf5/fHmv3km42QyrnlGN9nHa2dVm4bZdO3Vb5PxWuwQn7YJsOhabnU9gNZQlsBoCcrozAQKrM+pcFUXDqdxr2tP9ypBlvVUPp0nXR2DNNZQ4qYMCBNYO4teoar3x0pVX96n5t/QaX3mVA6sxDgV4IUBgNewGAqshIKc7EyCwOqNuW9GG9cOUBFRZ1ivhNHrPabNlvVWaOW0L9O4BBNa0UhzniwCB1Zee8KsdNu9hlSvTGy+dOaVf/XT5PuOLJbAaE3akgGYbIenGJN2H25GGWqiUwGqISGA1BOR0ZwIEVmfUQyqK7ta76531anfwGJl2GyLVMZwm9Q6BtTNjllrzCxBY89tV+UzbgVVvvHTEqAH129/tNaYjsBoTUkDBAgRWQ2ACqyEgpzsTILC6oZa/fK95dbh67TeDzzmVR8rIc07lGafyrNP4S2+A5MNjZNwIpa+FwJreiiP9ECCw+tEPvrXCdmCV65OdgiW42th4icDq24ihPXEBAqvhmCCwGgJyujMBAqt96vjS3j3B7KkOpxJQ4y/9KBnZrXd/X7Bjb9/HlXyNV7IAgZWRUTYBAmvZeqy87f3c9JHh0uD7luxXF0wz23iJwFrecVCXlhNYDXuawGoIyOnOBAis5tTR2VOZOf3I8U+pqVMHZ09Hj952SAXyXNO+4DEyMntalkfJmCvZK4HAas+SktwIEFjdOFOLUvNv6FGy+dKcub1q9tw+IxICqxEfJzsQILAaIhNYDQE53ZkAgTUbddbZ0/jSXgmrvMwECKxmfpztXoDA6t68rjXKY23k8TYyuyqzrCYvAquJHue6ECCwGioTWA0BOd2ZAIG1NbXJ7KneJMlZZ9akIgJrTTq6QpdJYK1QZ1q8lCLuYZWd5s+fOlJNnNQf3sdq8iKwmuhxrgsBAquhMoHVEJDTnQkQWA9SR3fufWvjhsYzT+WRMkn3njJ76myYDqmIwNoZd2rNL0BgzW9X5TOLCKziNX7s4SGb7BQsOwbnfRFY88pxnisBAquhNIHVEJDTnQnUObBGl/fufmd1Y+deCahJO/dG7z1l9tTZED2kIgJr5+ypOZ8AgTWfW9XPKiqwygyrzLTKs1jlmax5XwTWvHKc50qAwGooTWA1BOR0ZwJ1CqzyC3ztq8PUc6u6VE/XK+rosU+Hu/dKQI1vjsTOvc6GYOaKCKyZyTihwwIE1g53QM2ql3tY5V7W+bf0qiuvzr/xEoG1ZgOnhJdLYDXsNAKrISCnOxOocmDVAfWff9EVhlN5/un06csTd++NLu/d33d28GiZjznrAyrKJkBgzebF0Z0XILB2vg/q1ALZJVh2C5awKqE174vAmleO81wJEFgNpQmshoCc7kygSoFVAuqqZ4ar51cNDwNqq8fLSCDtPfBxtb/3rODxMmeHj5fhVQ4BAms5+olWHhQgsDIaXArIZoHyPFZZDizLgvO+CKx55TjPlQCB1VCawGoIyOnOBMocWKMzqCN6nlanTB58/qks8Y2/dEDdu/8z4ewpAdXZELNeEYHVOikFFixAYC0YuKTFF3UPq2wgeNIJh4UbLsnGS3lfBNa8cpznSoDAaihNYDUE5HRnAmUKrM2W+DYLqLK0d1/vvw9mUc9Wck8qr2oIEFir0Y91ugoCa516O/21FhVYpQUSWCW4muwUTGBN35cc2RkBp4F14tRL1dI75qlTJp045GpXPPmCuuP+R9SKpbd2RsGgVgKrAR6nOhXwObDKLr6ytEk2Sdqza7U64SNPNb0HVWZNCahOh07HKiOwdoyeinMKEFhzwlX8tCIDqywJlt+fJjsFE1grPgArcHleBNaX1ryuZly7QK1d+UDpSAmspeuy2jbYp8Aqfw1eFfyClU2Sdu1cF96HqjdJij9mhiW+tR2yisBa374v65UTWMvac+Vtt2y6FG6+ZLBTMIG1vP1fl5Z7EVjv/dGj6pEVT3dkhvXmxUvUQ8t/2ejvs04/Wd29cM6Q/v/a3EXqmRdfDb8W/z6BtS4/KuW/zk4HVvkLsATUNzfsUCOD+1AloCY9B1XuOZXNkdgkqfxjzvQKCKymgpzvWoDA6lqc+vROwRdMO6DuW7I/FwiBNRcbJzkUKDyw6tnTdteUtFS43Tk2vj9txvVDgrL8++JpZ6srvnRhWLwE2o2b3m6EWAmv48cdrW6cNTP8PoHVRi9QhgsB14FV7+Q7+KiZp9Snp/48DKiTJ7885HLlnlO591Q2SWIXXxcjoTx1EFjL01e0dFCAwMpIcC2gdwqeOKlfPb4y307BBFbXvUZ9WQUKD6zRBjW7hzVro4s8XmZ7f/Xya42AKgF2wTeuaNx3KwF83nfvbYRcAmuRvUHZNgWKDqzRZb5yH6o8C/Vv/ubBxGehSjCVgMpzUG32cPXKIrBWr0+rfkUE1qr3cL7rK/IeVr1TsLRs45Y9uRpIYM3FxkkOBZwGVofXlbsqmUE9bfJHwxnWTZu3qvMuma2eWHa7GnfMmLDM+NcIrLmpOdGxQBGBNdwoKfjfb9bubLnMV2+UpGdRHV861ZVUgMBa0o6rcbMJrDXu/BaXXmRglWrPOPUwJZsXygyrzLRmfRFYs4pxvGsBAmtEXGZXF9/zcGPzpzSB1XWHUR8CnRR44w2lVq5UavlypbZtezmYPV3ZuBd1aLsmBP+cGvzvU+/+V/7NCwEEEEAAgfoJ9Pb2qlWrVqnu7m41ZcoU6wCf/vTg7+b//t+Vuugi68VTIAIdFyg8sMoy4LSvTu4SLI/Wue47d7acTZXrYIY1bW9ynG8CeWdY9WZJv1mzo7Gbb9JmSSzz9a3Hy98eZljL34d1uwJmWOvW435cr94peM7cXjV7bl/mRjHDmpmMExwLFB5Yo9cjy22n/8VZatq5nxxymc2+7soiPrMarZd7WF31AvUULZA2sMbvRdXPRJWQGn3p3XzDe1GDe1Jl8yReCNgUILDa1KQsFwIEVhfK1BEXeGxFl7p85giVd6dgAitjyncBp4G12aZLMrt5x/2PdOSxNhKW5RV/lI3uOHYJ9n0I0760Aq0Ca3RHX3nkjGyWxCxqWlmOK0qAwFqULOUWJUBgLUqWclsJmO4UTGBlfPku4EVg1Y++cb0kWC/vTeqk6GN2eA6r78OY9qURiAdW+QW37CfdatPG9So6izp69LZGccyippHlmKIECKxFyVJuUQIE1qJky11u0Zsuic74sYeHSHl2Ciawlnt81aH1TgNrs6W/8UfFlAmeXYLL1Fv1bmv3wEj12OMH1KP/c7j6/Vur1amnPJW4YRI7+tZ7nPh09QRWn3qDtqQRILCmUarfMS4C6/lTRypZLZVnp2ACa/3GZNmu2Glg1TOp0dlLAZOlwrOu+nz4KJmyvQisZeuxerVXtrnXM6my1Hf69OXBDoI/UxMmvDEEQjZM2rPvy0r+K7OqvBDwQYDA6kMv0IYsAgTWLFr1OdZFYJV7WOVe1vuW7A/vZc3yIrBm0eLYTgg4DaxygUnLcG/71jWHbMTUCYw8dRJY86hxTpECElLll9Y//6JLHXv0zxuzqNGQylLfInuAsm0JEFhtSVKOKwECqytp6okL3L6wWy1a2KPy7BRMYGU8+S7gPLD6DpK1fQTWrGIcX4SALAN6+Cdd6vlVO9UnTl3eCKnR+1EHBiaovfs/q3bvuzCcSeWFgO8CBFbfe4j2xQUIrIyJTgmY7BRMYO1Ur1FvWoHCA6ss9y3zDGo7SAJrOyG+X5RA0qZJstw3+pL7UXfvm6H2952tRr33NLVjV2/w//uLahLlImBVgMBqlZPCHAgQWB0gU0WigPzhWu5jnTipP7yPNcuLwJpFi2M7IVB4YJWLkmeZrnvzD+H1ud4JuGhUAmvRwpQfFYiHVP34megxze5HTfscVsQR8EWAwOpLT9COtAIE1rRS9TrOxT2sIpp3p2ACa73GYxmv1klg1TB60yX59xemn6NunDWzjGZD2kxgLX0Xen8BJiE1enEEVu+7mgbGBAisDImyCRBYy9ZjbtrrKrDm3SmYwOpmHFBLfgGngTXazJsXL1EPLf9l+KX4rsH5L8f9mQRW9+Z1qDFNSJX7Uffu/0zwv79S/QOj2rIQWNsScYBnAgRWzzqE5rQVILC2JarlAa4Ca96dggmstRyWpbrojgXWqFKZlwwTWEs13r1ubBEhNXrBBFavu5/GJQgQWBkWZRMgsJatx6rV3rw7BRNYqzUOqng1XgRWDauXDD+x7HY17pgxpfAmsJaim7xtZHx336R7UrPOpDa7WAKrt8OAhjURILAyNMomQGAtW49Vq715dwomsFZrHFTxapwF1ugS4KrcvyoDgsBaxR+LYq9JPyf1vnu6w0fQSEiN7+6rN05Ku9w3TYsJrGmUOMYnAQKrT71BW9IIEFjTKHFMUQJ5dwomsBbVI5RrS8BJYL33R4+qR1Y8rVYsvTVs99fmLlLjxx3Npku2epFyvBeQkKqX/I7seboRUqPPSW22u6+tiyOw2pKkHFcCBFZX0tRjS4DAakuyWuW4uodV1PLsFExgrdZ4q+LVOAmsco/qtZddrKad+8nQcNPmreq8S2ZX4hE3zLBW8cfC3jUt+3GX+udfdKnfv/Wq+ru/+56aOnWlmjDhjUYF8pzUXXv/VklYPdB/nL2KE0oisBbKS+EFCBBYC0ClyEIFCKyF8pa2cJeBNc9OwQTW0g6t2jTcSWCdOPXSQ3YCTvpaGdUJrGXstWLbrGdSX/vNenXqKU+pm2769pCQKsF0994Zave+GYWH1OiVEliL7XdKty9AYLVvSonFChBYi/Uta+kuA2uenYIJrGUdWfVpN4HVsK8JrIaAFTldlvzKPanPr9rZuC9VZlP1S0JqdMlvJy6bwNoJdeo0ESCwmuhxbicECKydUKfOqECenYIJrIwh3wUIrIY9RGA1BCzx6Tu2D1OPrRiulv2kWzW7L3X3vq+8+6zUz3b8SgmsHe8CGpBRgMCaEYzDOy5AYO14F9S+AXl2Ciaw1n7YeA/gLLCmkVi78oE0h3l1DIHVq+5w0hi95PfF5zYEmyc9oC699MEhS36L2OHXxoURWG0oUoZLAQKrS23qsiFAYLWhSBkmAvIZ5XPTR6qJk/rV4yv3pSqKwJqKiYM6KOAksHbw+gqvmsBaOLEXFUQfRXPuOQ+Gu/zGl/x24r7ULDgE1ixaHOuDAIHVh16gDVkECKxZtOpzrMt7WGX110knHBbibtyyJxUygTUVEwd1UIDAaohPYDUE9Pz0drv8ypLfPfu+HN6f6vuLwOp7D9G+uACBlTFRNgECa9l6zE17XQZWuaKsOwUTWN2MA2rJL1B4YJXdgNO+WBKcVorjihSQ2dTbb+tRmzauVyd85KnwcTSTJ7/cqNLXJb/tTAis7YT4vm8CBFbfeoT2tBMgsLYTquf3XQdWWRIsS4PvW7JfXTDtQFt0AmtbIg7osEDhgTV6fV+bu0hN/4uzGs9j1d9r9vUO26SqnhnWVEylOEhmU6MbKF166QONdutdfnfu/qbTR9HYhCOw2tSkLBcCBFYXytRhU4DAalOTsvIKzL+hR/3grm41Z26vmj23r20xBNa2RBzQYQGngbXZs1dXPPmCuuP+R9SKpbd2mCN79QTW7GY+nRGfTY0/M1XPpsrS37K/CKxl78H6tZ/AWr8+L/sVE1jL3oPVaL+EVQmtMrsqs6ztXgTWdkJ8v9MCXgTWl9a8rmZcu0CxJLjTw6E+9cu27/feffBxNFWbTU3qSQJrfcZ3Va6UwFqVnqzPdRBY69PXPl+p3in4zCn96qfL2+8UTGD1uTdpmwg4DazNlv5KYJ333XuZYWVMFiogs6nyJi73p8pOv83uTa3CbCqBtdChROGOBAisjqCpxpoAgdUaZaUKcn0Pq94p+IhRA+q3v9vb1pLA2paIAzos4DSw6pnUpXfMU6dMOrFx6bJUeNZVn1dXfOnCDnNkr54lwdnNXJ8RfW6qLPmVx9FMmPBG2Iwq3Jua1pMZ1rRSHOeLAIHVl56gHWkFCKxppep1nOvAKrryaBsJrs//eq/60IcHWoITWOs1Hst4tU4DqwBt2rxVnXfJ7CFWt33rmkM2YioLJoHV356STZRk2e9pf77kkOemVune1LQ9QGBNK8VxvggQWH3pCdqRVoDAmlaqXsd1IrDqnYJlSbAsDW71IrDWazyW8WqdB9YyIrVqM4HVrx6VZb/33dOtXvvNhvCRNPFNlGS5b5l3+jXRJrCa6HFuJwQIrJ1Qp04TAQKriR7n2hTQOwXPv6VXXXl1652CCaw25SmrCAECq6EqgdUQ0NLpa9cMD2dTX3xuQxhS45soSUiVWVVZAlzXF4G1rj1f3usmsJa37+racgJrXXvev+vWOwVLWJXQygyrf31Ei9ILEFjTWyUeSWA1BDQ8XT879dijfx5uoiT3p+qXBNRde/9W7d3/WcNaqnE6gbUa/VinqyCw1qm3q3GtBNZq9GMVriLLTsHMsFahx6t9DQRWw/4lsBoC5jg9vttvdNlv/8CoIKD+VW2X/bbiJLDmGGyc0lEBAmtH+ak8hwCBNQdaDU7pxD2sWXYKJrDWYBCW/BIJrIYdSGA1BMxwugRVeSTNpo3r1cX/8b+qiy762ZDdfln22xqTwJphsHGoFwIEVi+6gUZkECCwZsCq0aGdCKzCq3cKlkfbyCNumr0IrDUajCW9VAKrYccRWA0BU5yug2rS/al13O03BVniIQTWvHKc1ykBAmun5Kk3rwCBNa9ctc/rVGBNu1MwgbXa468KV0dgNexFAqshYIvT5f4L2Uhp7+5/Ce9PlRlV/ZLdfvfs+3K4kRKvdAIE1nROHOWPAIHVn76gJekECKzpnDjKjcDlM0eox1Z0hZsutdopmMDqpj+oJb8AgTW/XXgmgdUQMOF0vZHSn524JAyqkye/PCSo1vWxNKbSBFZTQc53LUBgdS1OfaYCBFZTQc63KXD7wm61aGFPGFZb7RRMYLWpTllFCBBYDVUJrIaAkdMlqMo9quee8+CQ56fKo2h2752hdu+bUevH0phKE1hNBTnftQCB1bU49ZkKEFhNBTnfpoDMrsos65lT+tVPl+9rWjSB1aY6DgsAKAAAG8pJREFUZRUhQGA1VCWwGgIGp7cKqjKbKst/eZkLEFjNDSnBrQCB1a03tZkLEFjNDatYQqfuYZVn1J8/daSaOKlfPb6SwFrFsVWXayKwGvY0gTU/oATVRx7eqM759IPq0ksfPGTHX4JqftukMwmsdj0prXgBAmvxxtRgV4DAatezKqV1KrCK3/ixh4eMG7fsacrJDGtVRlp1r4PA+m7frnjyBXXH/Y+oFUtvPaS3vzZ3kXrmxVfDr591+snq7oVzGscQWLP/cOigGn80DTv+ZrfMcgaBNYsWx/ogQGD1oRdoQxYBAmsWrfoc28nAKjOsMtMqM6wy05r0IrDWZyyW9UprH1hfWvO6mnHtgrD/jvvgsYcE1psXL1EbN73dCKkSXsePO1rdOGtmeA6BNd3Ql0fTPPyTLvXi82+qr152czCj+kDjRAmq7+z5Jjv+pqPMfRSBNTcdJ3ZIgMDaIXiqzS1AYM1Nx4kFCeidgu9bsl9dMO0AgbUgZ4otVqD2gVXzNpthnTbjerXgG1eoUyadGB4qAXfed+9tBFsCa+sBumP7sODRNMlBVZb8suNvsT/g0dIJrO6sqcmOAIHVjiOluBMgsLqzpqZ0AvNv6FE/uKtbzZnbq2bP7SOwpmPjKM8ECKzvdkhSYN20eas675LZ6ollt6txx4wJj4x/jcDafETrpb/xGVWCamfeBQisnXGn1vwCBNb8dpzZGQECa2fcqbW5gN4pWGZXZZY16cWSYEaQ7wIEVsPAumVH813XfO/8otr3kx92qWU/2XDI0t+9vV9Re/bdwKNpioJvU+6o9/YEjwc6oHoPJN/D0qFmUS0CTQWOOLxH7e09oPb3MWYZJuUQeN9h3aqvf0Dt3Z+89LIcV0ErbQvIPawv/esLqqurW5162hm2i29Z3rPPDFcXXdijppzVr372aG/isWOPGOm0TVSGQFYBAqthYN3fywcpPeiWLBmmlv7TuuD+1G8PuUe1v/9vgpB6oxoYmJB1fHK8RYGe7uGqLwirAwMWC6UoBAoU6O4epvqDt9j+IADwQqAMAt1dwZgNhitjtgy95a6Nvb296oXnn1Pd3d3qjDP/nbuKg5q2bVPq2GOGq9GjlfrD5uTPrCN6hjttE5UhkFWAwNoisMq3uIe1/ZBq9ngalv62t3N5BEuCXWpTlw0BlgTbUKQMlwIsCXapXZ66OrlLsCiddMJhSvYUef7Xe9WHPnzoHwBZElyesVTXlhJY2wRWdglu/qMhQfX223qCpb8yo3rwOaoEVT/fTgisfvYLrWouQGBldJRNgMBath6rR3s/N32keu7Z4eqny/epM6ccOstKYK3HOCjzVdY+sEYfa6M7ctZVn1dXfOnCRr/yHNahQ1weUTPr6yPUn524RN1007fVhAlvhAfI42l27F6oevs+Vuaficq2ncBa2a6t7IURWCvbtZW9MAJrZbu21Bemdwqef0uvuvLqQ3cKJrCWuntr0fjaB1bTXq7TLsESVGVG9T0j/2lIUD3Qf5za9s7dPEfVdDAVfD6BtWBgircuQGC1TkqBBQsQWAsGpvhcAvJYGwmtElYltMZfBNZcrJzkUIDAaohdh8Cqg+r+Pf9DLV48qzGjKkFVnqMqS4B5+S9AYPW/j2jhUAECKyOibAIE1rL1mJv2dvoeVlkOLMuCZTmwLAsmsLrpd2qxJ0BgNbSsemC9fWG3evH5N9XsWbPVRRf9LNQiqBoOmg6dTmDtEDzV5hYgsOam48QOCRBYOwTvebWdDqxr1wxX508dqY4YNaB++7u9BFbPxwvNO1SAwGo4KqoaWPXOv1+97ObGI2okqL6z52/Vrr3XGqpxeicECKydUKdOEwECq4ke53ZCgMDaCXX/6+x0YBWh8WMPD6EksEpwjb5YEuz/GKp7CwmshiOgaoFV/gr3nRvfUud8+kE1f/63GzoSUiWsSmjlVU4BAms5+63OrSaw1rn3y3ntBNZy9lsdWi0zrPIZ7/GV+9TESUN3Ciaw1mEElPsaCayG/VeVwNpsQyUeUWM4QDw6ncDqUWfQlFQCBNZUTBzkkQCB1aPOoClDBC6fOUI9tqJL3bdkv7pg2gFmWBkfpRIgsBp2VxUCq9yn+rv//eiQDZXk0TRbdz7EjKrh+PDpdAKrT71BW9IIEFjTKHGMTwIEVp96g7ZEBeSz3qKFPWrO3F41e+7QR9sww8pY8V2AwGrYQ2UOrM3uU2XnX8NB4enpBFZPO4ZmNRUgsDI4yiZAYC1bj7lprw/3sMrsqsyyyuyqzLJGXwRWN+OAWvILEFjz24VnljGwyvLf//Kfd6k/O/H7jftU5d7U3XtnqJ175hmKcLqvAgRWX3uGdjUTILAyNsomQGAtW4+5aa8PgbXVo20IrG7GAbXkFyCw5rcrXWDdsX2YuvfuLvXHzT9UN9307cbzVLlP1XAQlOR0AmtJOopmNgQIrAyGsgkQWMvWY27a60Nglc+AJ51wWOKjbQisbsYBteQXILDmtytVYNXLf//r9y5Wkye/HLZdZlW3bH+M+1QNx0BZTiewlqWnaKcWILAyFsomQGAtW4/Vq70SWCW4xh9tQ2Ct1zgo49USWA17zfclwbL894F7N6pPnnbLkOepcp+qYceX8HQCawk7reZNJrDWfACU8PIJrCXstBo1+XPTRypZGvzT5fvUmVMOPtqGwFqjQVDSSyWwGnacz4FVdoSLL//leaqGHV7i0wmsJe68mjadwFrTji/xZRNYS9x5NWi6frTN/Ft61ZVXH9wpmMBag84v+SUSWA070MfAKn89+96it1R0+e++3rPVtnfuZvmvYX+X+XQCa5l7r55tJ7DWs9/LfNUE1jL3XnFt9+EeVrk6/WgbCasSWvWLwFpc31OyHQECq6GjT4FVlv/+tx/sUuOOGbr7L8t/DTu5IqcTWCvSkTW6DAJrjTq7IpdKYK1IR1q+DF8Cq360jSwHlmXBBFbLHU1xhQkQWA1pfQmssqnS1rd/qL562c2N3X9Z/mvYuRU7ncBasQ6tweUQWGvQyRW7RAJrxTrU0uX4EljXrhmuzp86Uk2c1K8eX0lgtdS9FONAgMBqiNzpwCqzqo88vFGd9KdDN1Vi91/Djq3g6QTWCnZqxS+JwFrxDq7g5RFYK9ipFbuk8WMPD69o45Y9zLBWrG+rfDkEVsPe7WRg/cFd3cGs6lI16+8HZ1X7B0apnbvnKZlZ5YVAXIDAypgomwCBtWw9RnsJrIwB3wVkhlVmWmWGVWZa5cU9rL73Gu0jsBqOgU4EVplVlU2V5v7DXzeeqbp731eCsPpNNlUy7M8qn05grXLvVvPaCKzV7NcqXxWBtcq9W41r04+2uW/JfnXBtAME1mp0a+WvgsBq2MWuA6vs8Pa+wxeo+fO/Hbb8QP9xYVCVwMoLgVYCBFbGR9kECKxl6zHaS2BlDCQJ+HIPq7Rt/g09SlboRR9twwwr49Z3AQKrYQ+5Cqwyq3rd329SSx48p7GpErOqhp1Xs9MJrDXr8ApcLoG1Ap1Ys0sgsNasw1Nerk+BNQyrQWi95IsH1OLv72eGNWUfclhnBQishv4uAqu8ubz/Pbeo2bNubsyqyjNV5dmqvBBIK0BgTSvFcb4IEFh96QnakVaAwJpWql7H+RRYn3t2uJJlwdFH2zDDWq/xWMarJbAa9lqRgVXfq/qPt5w75FE1srGSbLDEC4EsAgTWLFoc64MAgdWHXqANWQQIrFm0OLYTAvLZ8oxTD1NHjBpQv/3d3rAJBNZO9AR1ZhEgsGbRSji2qMAqz1V9/3sWqMu/enBWlUfVGHZWzU8nsNZ8AJTw8gmsJey0mjeZwFrzAVCSyz/phMPUju3DwsAqwZXAWpKOq3EzCayGnW87sOrnql5z1XmNWVWZUd25Z55hSzm97gIE1rqPgPJdP4G1fH1W9xYTWOs+Aspx/frRNj9dvi9cGkxgLUe/1bmVBFbD3rcZWOW+gm1b/nHIrCr3qhp2EKc3BAisDIayCRBYy9ZjtJfAyhhIEvDpHlZp3+UzR6jHVnQp/WgbAivj1ncBAqthD9kKrI8se1OddeYljeeq7tp7bfC4Gu5VNeweTo8IEFgZDmUTILCWrcdoL4GVMVCGwCqPSFy0sEfNmdurZs/tY4aVYeu9AIHVsItMA6ssAX525Z3qq5fdrEaP3hY+V3X7roVq7/7PGraM0xEYKkBgZUSUTYDAWrYeo70EVsZAGQKrzK7KLOsF0w6Es6zMsDJufRcgsBr2kElg/V+PvRlurHTxf3wwbAXPVTXsDE5vKUBgZYCUTYDAWrYeo70EVsZAGQT0o20mTupXj6/cR2AtQ6fVvI0EVsMBkCewys5s/98Tq9Rfnn95uLGSzKru3P3NMLDyQqAoAQJrUbKUW5QAgbUoWcotSoDAWpQs5doUkM+hslOwvDZu2UNgtYlLWYUIEFgNWbMGVlkCvOal/9TYWKm372Nq686HwtDKC4EiBQisRepSdhECBNYiVCmzSAECa5G6lG1TQD/aRmZY/8OnRtosmrIQsC5AYDUkzRJYZWOlz/zl+TyuxtCc0/MJEFjzuXFW5wQIrJ2zp+Z8AgTWfG5VP8u3XYLF+3PTRypZGiyPtvnrvyKwVn0Mlv36CKyGPZgmsMqs6ta3f6TOPH1OY2OlLdsfY1bV0J7TswkQWLN5cXTnBQisne8DWpBNgMCazasuR/sYWOff0KN+cFe3mn9Lr7ppXk9duoLrLKkAgdWw49oF1p07tgdLgL+r/vri74U1yX2qO4JdgPsHRhnWzOkIZBMgsGbz4ujOCxBYO98HtCCbAIE1m1ddjvYxsIZhNQitV17dp+65s7suXcF1llSAwGrYca0Cq+wC/Kkpg0uAJaDKc1Xl+aq8EOiEAIG1E+rUaSJAYDXR49xOCBBYO6FOnXkE9E7BZ07pV6ueGZ6nCM5BwJkAgdWQullg3bbl/1UfOPYWlgAb+nK6PQECqz1LSnIjQGB140wt9gQIrPYsKalYgbVrhqvzp45U8mibNa8SWIvVpnRTAQKroWA8sMaXAMuMqsyssgTYEJrTjQUIrMaEFOBYgMDqGJzqjAUIrMaEFOBQYPzYw8PaBgYcVkpVCOQQILDmQIueEg2smzauV5Mn/YXqGr6OJcCGrpxuX4DAat+UEosVILAW60vp9gUIrPZNq1Cij/ewiqvMsMpMK4G1CqOs2tdAYE3Rv1+bu0g98+Kr4ZFnnX6yunvhnMZZOrBu3fxD9cFx17EEOIUnh3RGgMDaGXdqzS9AYM1vx5mdESCwdsbd91p9DayXzxyhHlvRRWD1fQDRPkVgbTMIbl68RG3c9HYjpEp4HT/uaHXjrJnhma/9/3vV+9+zQI3/k1vCf7MLMD9VvgoQWH3tGdrVTIDAytgomwCBtWw95qa9vgZW/WgbZljdjANqyS9AYG1jN23G9WrBN65Qp0w6MTzypTWvq3nfvVetWHpr+O8/bp2sjhrzSvj/5V7VnXvm5e8NzkSgQAECa4G4FF2IAIG1EFYKLVCAwFogLkVbF1j24y416+sjmGG1LkuBtgUIrC1EN23eqs67ZLZ6YtntatwxY8IjD/3aMHWg/zi1dedDqrfvY7b7h/IQsCZAYLVGSUGOBAisjqCpxpoAgdUaJQU5ENCPtmGG1QE2VRgJEFgNA+v+/WepESOWBqVMMOoITkYAAQQQQAABBBBAwJXAtm1KHXkkuwS78qae/AIEVsPAmp+eMxFAAAEEEEAAAQSqLtDb26tWrVqluru71ZQpU7y63D//c6X+9V+9ahKNQeAQAQJrm0HR7h7W+HNYGWMI+CrAkmBfe4Z2NRNgSTBjo2wCLAkuW4+5aa+vmy7pq//AUYPPY+WFgK8CBNY2PdNul2ACq69Dm3bFBQisjImyCRBYy9ZjtJfAyhhIEiCwMi4QMBMgsKbwS/Mc1hTFcAgCHRUgsHaUn8pzCBBYc6BxSkcFCKwd5afynALMsOaE4zRnAgRWQ2pmWA0BOd2ZAIHVGTUVWRIgsFqCpBhnAgRWZ9RUZFGAwGoRk6IKESCwGrISWA0BOd2ZAIHVGTUVWRIgsFqCpBhnAgRWZ9RUZFGAwGoRk6IKESCwGrISWA0BOd2ZAIHVGTUVWRIgsFqCpBhnAgRWZ9Slqoh7WEvVXTTWQwECq2GnEFgNATndmQCB1Rk1FVkSILBagqQYZwIEVmfUpaqIwFqq7qKxHgoQWA07hcBqCMjpzgQIrM6oqciSAIHVEiTFOBMgsDqjLlVFBNZSdReN9VCAwOphp9AkBBBAAAEEEEAAAQQQQAABpQisjAIEEEAAAQQQQAABBBBAAAEvBQisXnYLjUIAAQQQQAABBBBAAAEEECCwMgYQQAABBBBAAAEEEEAAAQS8FCCwetktNAoBewL3/uhRtfiehw8pcO3KB+xVQkkIWBBY8eQL6o77H1Erlt56SGlfm7tIPfPiq+HXzzr9ZHX3wjkWaqQIBMwEmo1Z3nfNXDnbvsDNi5eoh5b/slFw0vso77P23SnRjgCB1Y4jpSDgrYB8cPrVy6/xAd/bHqJhL615Xc24dkEIcdwHjz0ksMoHrY2b3m6MYflQNX7c0erGWTPBQ6AjAu3GLO+7HekWKm0hMG3G9UPeW+XfF087W13xpQvDs3ifZfj4LEBg9bl3aBsCFgT44GQBkSKcCDSbrZIPVgu+cYU6ZdKJYTskLMz77r2JM7FOGkolCLwr0GqGlT8UMkx8Foh/NuB91ufeom0EVsYAAhUXiC9NS5rBqjgBl1cSgaQP/5s2b1XnXTJbPbHsdjXumDHhlSR9rSSXSDMrJpB2STDvuxXr+ApcjqxUOW3yR8MZVt5nK9ChFb8EAmvFO5jLQyAuIL+k5MU9gIwN3wQIrL71CO1pJ9DqvuvoubzvtpPk+y4F9B+y9V4WBFaX+tSVR4DAmkeNcxAosYC+94pNl0rciRVtOoG1oh1b4ctKG1h5363wICjZpcmYve47d7ZdtcJKlpJ1bMWbS2CteAdzeQjEBfjgxJjwVYB7WH3tGdrVTIDAytgok0B8ZjXadu5hLVNP1q+tBNb69TlXXDOBpJ0Bz/jERHZYrdk4KMPlNvvwz+6VZei9erax1R9Zoo9nkvdh3nfrOUZ8uep2y9J5n/Wlp2hHkgCBlXGBQMUFos9Vk0v9wvRzCKsV7/OyXV70ESG67bOu+nzjcQvyNZ4PWLZerXZ7241Z3ner3f9luzq9vDep3UvvmNfYgZ332bL1bH3aS2CtT19zpQgggAACCCCAAAIIIIBAqQQIrKXqLhqLAAIIIIAAAggggAACCNRHgMBan77mShFAAAEEEEAAAQQQQACBUgkQWEvVXTQWAQQQQAABBBBAAAEEEKiPAIG1Pn3NlSKAAAIIIIAAAggggAACpRIgsJaqu2gsAggggAACCCCAAAIIIFAfAQJrffqaK0UAAQQQQAABBBBAAAEESiVAYC1Vd9FYBBBAAAEEEEAAAQQQQKA+AgTW+vQ1V4oAAggggAACCCCAAAIIlEqAwFqq7qKxCCCAAAIIIIAAAggggEB9BAis9elrrhQBBBBAAAEEEEAAAQQQKJUAgbVU3UVjEUAAAQQQQAABBBBAAIH6CBBY69PXXCkCCCCAAAIIIIAAAgggUCoBAmupuovGIoAAAggggAACCCCAAAL1ESCw1qevuVIEEEAAAQQQQAABBBBAoFQCBNZSdReNRQABBBBAAAEEEEAAAQTqI0BgrU9fc6UIIIAAAggggAACCCCAQKkECKyl6i4aiwACCCCAAAIIIIAAAgjUR4DAWp++5koRQAABBBBAAAEEEEAAgVIJEFhL1V00FgEEEKiHwIonX1DXfefOQy72tm9do6ad+8l6IHCVCCCAAAIIIKAIrAwCBBBAAAGvBG5evEQ9tPyX6ollt6txx4xptE1C7PJ/fkbdvXCOV+2lMQgggAACCCBQnACBtThbSkYAAQQQyCEwceqlatZVn1dXfOnCHGdzCgIIIIAAAghUSYDAWqXe5FoQQACBCghMm3G9+tAHjmEmtQJ9ySUggAACCCBgKkBgNRXkfAQQQAABqwIvrXldzbh2wZAyl94xT50y6USr9VAYAggggAACCPgvQGD1v49oIQIIIFBbAX0/qwZgqXBthwIXjgACCCBQUwECa007nstGAAEEyiZw748eVYvveVitXflA2ZpOexFAAAEEEEAgpwCBNSccpyGAAAII2BfYtHmrevSJ5xI3XNKPuonvHmy/FZSIAAIIIIAAAr4IEFh96QnagQACCCCgJLCed8nsUCI+kyq7B39h+jnqxlkzkUIAAQQQQACBmggQWGvS0VwmAgggUCYBCafx123fukZNO/eTZboM2ooAAggggAAChgIEVkNATkcAAQQQQAABBBBAAAEEEChGgMBajCulIoAAAggggAACCCCAAAIIGAoQWA0BOR0BBBBAAAEEEEAAAQQQQKAYAQJrMa6UigACCCCAAAIIIIAAAgggYChAYDUE5HQEEEAAAQQQQAABBBBAAIFiBAisxbhSKgIIIIAAAggggAACCCCAgKEAgdUQkNMRQAABBBBAAAEEEEAAAQSKESCwFuNKqQgggAACCCCAAAIIIIAAAoYCBFZDQE5HAAEEEEAAAQQQQAABBBAoRoDAWowrpSKAAAIIIIAAAggggAACCBgKEFgNATkdAQQQQAABBBBAAAEEEECgGAECazGulIoAAggggAACCCCAAAIIIGAoQGA1BOR0BBBAAAEEEEAAAQQQQACBYgQIrMW4UioCCCCAAAIIIIAAAggggIChAIHVEJDTEUAAAQQQQAABBBBAAAEEihEgsBbjSqkIIIAAAggggAACCCCAAAKGAgRWQ0BORwABBBBAAAEEEEAAAQQQKEaAwFqMK6UigAACCCCAAAIIIIAAAggYChBYDQE5HQEEEEAAAQQQQAABBBBAoBgBAmsxrpSKAAIIIIAAAggggAACCCBgKEBgNQTkdAQQQAABBBBAAAEEEEAAgWIECKzFuFIqAggggAACCCCAAAIIIICAoQCB1RCQ0xFAAAEEEEAAAQQQQAABBIoRILAW40qpCCCAAAIIIIAAAggggAAChgIEVkNATkcAAQQQQAABBBBAAAEEEChGgMBajCulIoAAAggggAACCCCAAAIIGAoQWA0BOR0BBBBAAAEEEEAAAQQQQKAYAQJrMa6UigACCCCAAAIIIIAAAgggYChAYDUE5HQEEEAAAQQQQAABBBBAAIFiBAisxbhSKgIIIIAAAggggAACCCCAgKEAgdUQkNMRQAABBBBAAAEEEEAAAQSKESCwFuNKqQgggAACCCCAAAIIIIAAAoYCBFZDQE5HAAEEEEAAAQQQQAABBBAoRoDAWowrpSKAAAIIIIAAAggggAACCBgKEFgNATkdAQQQQAABBBBAAAEEEECgGAECazGulIoAAggggAACCCCAAAIIIGAoQGA1BOR0BBBAAAEEEEAAAQQQQACBYgQIrMW4UioCCCCAAAIIIIAAAggggIChwP8FGkHfeoJjQNkAAAAASUVORK5CYII=", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let's see how our computed rate compares with the approximations from the Michaelis-Menten model\n", "PlotlyHelper.plot_pandas(df=df, x_var=\"S\", fields=[\"P_rate\", \"Michaelis_rate\"],\n", " title=\"Reaction rate, dP/dt, as a function of Substrate concentration\",\n", " y_label=\"dP/dt\", legend_header=\"Rates\",\n", " vertical_lines_to_add=18.9, colors=[\"blue\", \"yellow\"])" ] }, { "cell_type": "markdown", "id": "3d6b91c7-dc26-4a04-8a27-4d1b10f4d96e", "metadata": {}, "source": [ "Let's recall that our reactions started with [S]=20 \n", "Virtually overlapped plots, except at the very right! (very early times, when [S] is greater than about 19)" ] }, { "cell_type": "markdown", "id": "6e3f2c52-49ce-4e48-97ab-24c2274fa2cc", "metadata": {}, "source": [ "## In this scenario, the Michaelis-Menten model is remarkable accurate EXCEPT at the very early times of the reaction (the large values of `S`), which is the brief initial transient phase when `ES` builds up from zero" ] }, { "cell_type": "markdown", "id": "291b603e-45fd-4cb9-a479-82ee4e4ba936", "metadata": {}, "source": [ "#### This is as expected, because the kinetic parameters of this reaction satisfy the Michaelis-Menten assumptions that `[E] << [S]` and that the rates satisfy `k1_reverse >> k2_forward`" ] }, { "cell_type": "code", "execution_count": null, "id": "413400e9-c049-4661-a1ec-d0e7bf3ef4ea", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "1c05908a-d2ac-43d7-8a74-b7ff62f66f1f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "6db0551d-719f-43d7-93c5-eeba71814e4c", "metadata": { "tags": [] }, "source": [ "# 3. Comparing the results to the Morrison model" ] }, { "cell_type": "markdown", "id": "1271df18-1ef6-4907-a939-4605a9396a22", "metadata": {}, "source": [ "#### Following section 7.1 of _\"Analysis of Enzyme Reaction Kinetics, Vol. 1\", by F. Xavier Malcata, Wiley, 2023_, we'll test out an the alternative **Morrison** approach, which is expected to perform better than the **Michaelis-Menten** model when the Enzyme concentration isn't so small. But, in this scenario, we only have small amounts of enzyme - and we'll see below that no significant improvement is gained by switching model." ] }, { "cell_type": "code", "execution_count": 27, "id": "e6184d05-da5e-4539-b44f-5a15fcaa7a1b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
SYSTEM TIMEPESESstepcaptionP_rateMichaelis_rateMorrison_rate
00.0000000.0000000.0000001.00000020.000000Set concentration0.00000034.65618934.292188
10.0005000.0000000.1800000.82000019.82000011st reaction step8.82000034.56429934.292188
20.0007500.0022050.2464310.75356919.751364212.07510934.52895034.291025
30.0007630.0023560.2493210.75067919.748323312.21671634.52738034.290945
40.0007690.0024320.2507560.74924419.746811412.28706034.52659934.290905
.................................
8221.46880519.9474370.0058240.9941760.0467388220.2853970.2751110.276209
8231.47583219.9494430.0056030.9943970.0449548230.2745660.2646640.265721
8241.48285919.9513720.0053910.9946090.0432378240.2641420.2546100.255628
8251.48988619.9532280.0051860.9948140.0415868250.2541090.2449340.245914
8261.49691319.9550140.0049890.9950110.0399978260.2444540.2356220.236566
\n", "

827 rows × 10 columns

\n", "
" ], "text/plain": [ " SYSTEM TIME P ES E S step \\\n", "0 0.000000 0.000000 0.000000 1.000000 20.000000 \n", "1 0.000500 0.000000 0.180000 0.820000 19.820000 1 \n", "2 0.000750 0.002205 0.246431 0.753569 19.751364 2 \n", "3 0.000763 0.002356 0.249321 0.750679 19.748323 3 \n", "4 0.000769 0.002432 0.250756 0.749244 19.746811 4 \n", ".. ... ... ... ... ... ... \n", "822 1.468805 19.947437 0.005824 0.994176 0.046738 822 \n", "823 1.475832 19.949443 0.005603 0.994397 0.044954 823 \n", "824 1.482859 19.951372 0.005391 0.994609 0.043237 824 \n", "825 1.489886 19.953228 0.005186 0.994814 0.041586 825 \n", "826 1.496913 19.955014 0.004989 0.995011 0.039997 826 \n", "\n", " caption P_rate Michaelis_rate Morrison_rate \n", "0 Set concentration 0.000000 34.656189 34.292188 \n", "1 1st reaction step 8.820000 34.564299 34.292188 \n", "2 12.075109 34.528950 34.291025 \n", "3 12.216716 34.527380 34.290945 \n", "4 12.287060 34.526599 34.290905 \n", ".. ... ... ... ... \n", "822 0.285397 0.275111 0.276209 \n", "823 0.274566 0.264664 0.265721 \n", "824 0.264142 0.254610 0.255628 \n", "825 0.254109 0.244934 0.245914 \n", "826 0.244454 0.235622 0.236566 \n", "\n", "[827 rows x 10 columns]" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[\"Morrison_rate\"] = rxn.compute_rate_morrison(E_tot=E0,\n", " S_tot=df[\"S\"] + df[\"ES\"])\n", "df" ] }, { "cell_type": "code", "execution_count": 28, "id": "2c115147-d5e1-4b9b-81ba-0080de480128", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Rates=P_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "P_rate", "line": { "color": "blue", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "P_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 0, 8.820000000000002, 12.075109200000004, 12.21671562651811, 12.28705973181425, 12.357175801963768, 12.42706459717162, 12.49672687497254, 12.566163390241266, 12.636067010252328, 12.70643861053694, 12.777279019702796, 12.848589018367923, 12.920369338084052, 12.992620660249674, 13.065343615012896, 13.138538780164318, 13.212206680020048, 13.286347784295083, 13.360962506967232, 13.436051205131784, 13.511614177847163, 13.587651664971771, 13.664163845992285, 13.741150838843646, 13.818612698721031, 13.896549416884035, 13.974960919453439, 14.053847066200793, 14.133207649331165, 14.213042392259405, 14.293350948380246, 14.374132899832606, 14.455387756258494, 14.53711495355689, 14.619313852632983, 14.701983738143264, 14.785123817236817, 14.868733218293345, 14.952810989658342, 15.037356098375941, 15.122367428919905, 15.207843781923307, 15.29378387290744, 15.380186331010474, 15.46704969771649, 15.554372425585433, 15.64215287698461, 15.730389322822385, 15.819079941284661, 15.908222816574876, 15.997815937658144, 16.087857197010287, 16.17834438937243, 16.269275210511974, 16.36064725599061, 16.45245801994024, 16.54470489384758, 16.63738516534821, 16.73049601703102, 16.824034525253794, 16.917997658970908, 17.012382278573973, 17.107185134746395, 17.20240286733274, 17.29803200422394, 17.394068960259226, 17.490510036145867, 17.5873514173977, 17.684589173293496, 17.782219255856234, 17.88023749885434, 17.97863961682602, 18.077421204127788, 18.176577734008315, 18.27610455770882, 18.37599690359105, 18.47624987629423, 18.57685845592198, 18.67781749726062, 18.779121729030003, 18.880765753168138, 18.982744044150966, 19.08505094834846, 19.1876806834185, 19.290627337739725, 19.393884869884783, 19.497447108135294, 19.601307750039922, 19.70546036201688, 19.809898379002345, 19.91461510414609, 20.019603708555803, 20.12485723109151, 20.230368578211486, 20.336130523871145, 20.44213570947629, 20.54837664389224, 20.65484570351019, 20.761535132372355, 20.868437042357236, 20.97554341342661, 21.08284609393551, 21.190336801006826, 21.298007120971818, 21.4058485098781, 21.51385229406643, 21.62200967081779, 21.73031170907214, 21.838749350220255, 21.947313408970036, 22.055994574288633, 22.164783410421784, 22.273670357991666, 22.38264573517456, 22.49169973895966, 22.600822446490273, 22.71000381648861, 22.819233690765422, 22.928501795815627, 23.037797744501077, 23.147111037821574, 23.256431066775164, 23.365747114308796, 23.475048357360244, 23.5843238689923, 23.693562620620078, 23.80275348433225, 23.911885235307047, 24.02094655432369, 24.129926030369937, 24.238812163346342, 24.347593366867763, 24.456257971162593, 24.56479422607008, 24.67319030413611, 24.78143430380762, 24.889514252725935, 24.99741811111894, 25.10513377529228, 25.212649081219354, 25.319951808229984, 25.427029682797492, 25.533870382423792, 25.64046153962209, 25.74679074599652, 25.85284555641815, 25.958613493296514, 26.064082050945792, 26.16923870004466, 26.27407089218865, 26.378566064533814, 26.482711644530323, 26.586495054744518, 26.68990371776782, 26.79292506121074, 26.895546522780194, 26.99775555543798, 27.099539632638503, 27.200886253643272, 27.301782948909924, 27.402217285553146, 27.50217687287485, 27.60164936796077, 27.70062248134053, 27.79908398270805, 27.89702170669905, 27.99442355872228, 28.091277520840865, 28.187571657700182, 28.283294122498315, 28.378433162995186, 28.472977127556245, 28.566914471226386, 28.660233761829737, 28.75292368609075, 28.844973055771874, 28.936370813823046, 29.027106040537948, 29.11716795971195, 29.206545944796574, 29.295229525045002, 29.383208391643247, 29.470472403821272, 29.5570115949384, 29.642816178537178, 29.72787655435968, 29.812183314320226, 29.89572724842842, 29.978499350656126, 30.06049082474217, 30.1416930899283, 30.222097786619905, 30.30169678196495, 30.380482175344497, 30.458446303768177, 30.53558174716783, 30.611881333582637, 30.687338144228917, 30.761945518447835, 30.83569705852417, 30.9085866343694, 30.980608388062286, 31.051756738240197, 31.122026384334436, 31.19141231064291, 31.259909790233507, 31.32751438867159, 31.394221967565176, 31.460028687921387, 31.524931013307892, 31.588925712813175, 31.652009863799623, 31.714180854443505, 31.775436386056107, 31.83577447518055, 31.895193455458745, 31.95369197926349, 32.01126901909057, 32.06792386870625, 32.12365614404556, 32.17846578385712, 32.23235305009058, 32.28531852802284, 32.33736312611978, 32.38848807563016, 32.43869492990909, 32.487985563468506, 32.53636217075244, 32.58382726463538, 32.63038367464232, 32.67603454488932, 32.720783331744066, 32.76463380120596, 32.807590026006096, 32.84965638242745, 32.890837546846384, 32.93113849199677, 32.97056448295857, 33.00912107287317, 33.04681409838808, 33.08364967483424, 33.11963419113946, 33.154774304482096, 33.18907693468942, 33.222549258385655, 33.255198702895164, 33.287032939906524, 33.31805987890387, 33.34828766037231, 33.37772464878452, 33.406379425376244, 33.434260780718596, 33.46137770709587, 33.48773939069753, 33.51335520363373, 33.53823469578408, 33.56238758648955, 33.58582375609808, 33.608553237374366, 33.63058620678514, 33.65193297567108, 33.672603981317046, 33.69260977793261, 33.71196102755486, 33.73066849088597, 33.74874301807804, 33.76619553947782, 33.78303705634443, 33.79927863155277, 33.81493138029586, 33.83000646079932, 33.84451506506094, 33.858468409628706, 33.87187772643041, 33.884754253667865, 33.897109226788906, 33.908953869549926, 33.920299385181785, 33.93115694767178, 33.941537693173906, 33.95145271155966, 33.96091303812129, 33.96992964543905, 33.97851343542375, 33.98667523154554, 33.99442577125948, 34.00177569863797, 34.0087355572199, 34.015315783085555, 34.02152669816623, 34.02737850379674, 34.032881274518566, 34.038044952140844, 34.042879340065795, 34.04739409788469, 34.05159873624977, 34.055502612026984, 34.05911492373367, 34.062444707264916, 34.06550083191147, 34.06829199667141, 34.070826726857376, 34.07311337100025, 34.07516009804966, 34.076974894871, 34.07856556403804, 34.079939721919416, 34.081104797056895, 34.08206802883255, 34.08283646642128, 34.08341696802471, 34.08381620038186, 34.08404063855131, 34.08409656595911, 34.08399007470633, 34.083727066129285, 34.08331325160541, 34.082754153596944, 34.08205510692452, 34.081221260262, 34.08025757784384, 34.07916884137587, 34.07795965213989, 34.07663443328248, 34.07519743227806, 34.07365272355606, 34.07200421128186, 34.07025563228114, 34.068410559097074, 34.06647240316985, 34.06444441812777, 34.06232970317958, 34.0601312065972, 34.0578517292786, 34.05549392838034, 34.05306032100952, 34.050553287965144, 34.04797507751896, 34.04532780922613, 34.04261347775631, 34.039833956735954, 34.03699100259311, 34.03408625839599, 34.03112125767719, 34.02809742823574, 34.025016095909336, 34.02187848830978, 34.018685738514726, 34.015438888709575, 34.012138893773354, 34.008786624803264, 34.00538287257263, 34.001928350917645, 33.99842370004849, 33.994869489781244, 33.99126622268674, 33.98761433715366, 33.98391421036305, 33.980166161172036, 33.97637045290489, 33.97252729604989, 33.96863685086097, 33.96469922986321, 33.96071450026183, 33.9566826862545, 33.95260377124723, 33.94847769997408, 33.944304380521714, 33.94008368625958, 33.935815457676945, 33.93149950412836, 33.927135605489006, 33.92272351372192, 33.918262954358944, 33.913753627897606, 33.90919521111615, 33.90458735830912, 33.89992970244595, 33.89522185625507, 33.89046341323618, 33.885653948603355, 33.880793020161526, 33.87588016911935, 33.87091492084077, 33.86589678553838, 33.860825258911, 33.855699822728205, 33.85051994536453, 33.84528508228584, 33.83999467649038, 33.834648158907, 33.82924494875304, 33.823784453854074, 33.81826607092781, 33.81268918583442, 33.80705317379519, 33.80135739958168, 33.79560121767728, 33.789783972412806, 33.78390499807818, 33.777963619011565, 33.77195914966765, 33.7658908946666, 33.75975814882483, 33.753560197169264, 33.747296314935866, 33.740965767553966, 33.73456781061716, 33.72810168984191, 33.72156664101466, 33.71496188992847, 33.70828665230958, 33.70154013373512, 33.69472152954211, 33.68783002472868, 33.680864793847896, 33.67382500089465, 33.66670979918621, 33.659518331236555, 33.65224972862517, 33.6449031118603, 33.63747759023713, 33.62997226169108, 33.622386212646404, 33.61471851786032, 33.60696824026274, 33.59913443079185, 33.591216128225554, 33.58321235900889, 33.57512213707757, 33.566944463677544, 33.55867832718077, 33.550322702897176, 33.54187655288275, 33.533338825743876, 33.524708456437864, 33.51598436606958, 33.50716546168428, 33.49825063605653, 33.48923876747519, 33.48012871952442, 33.47091934086064, 33.46160946498542, 33.45219791001424, 33.44268347844092, 33.433064956897915, 33.4233411159121, 33.41351070965619, 33.40357247569559, 33.39352513473067, 33.38336739033429, 33.37309792868454, 33.36271541829259, 33.352218509725574, 33.34160583532435, 33.33087600891606, 33.3200276255214, 33.309059261056504, 33.29796947202929, 33.286756795230104, 33.275419747416734, 33.26395682499342, 33.252366503683966, 33.24064723819866, 33.22879746189496, 33.21681558643183, 33.20470000141745, 33.192449074050415, 33.18006114875397, 33.16753454680343, 33.15486756594643, 33.14205848001593, 33.12910553853586, 33.11600696631913, 33.10276096305798, 33.08936570290642, 33.075819334054586, 33.06211997829486, 33.04826573057961, 33.03425465857029, 33.02008480217779, 33.00575417309377, 32.99126075431287, 32.9766024996455, 32.961777333221114, 32.94678314898163, 32.9316178101649, 32.91627914877797, 32.90076496505982, 32.88507302693356, 32.869201069447584, 32.853146794205706, 32.83690786878577, 32.82048192614677, 32.80386656402393, 32.787059344311714, 32.77005779243438, 32.7528593967038, 32.73546160766434, 32.71786183742445, 32.70005745897467, 32.68204580549177, 32.66382416962876, 32.64538980279034, 32.62673991439359, 32.60787167111349, 32.58878219611301, 32.56946856825727, 32.54992782131172, 32.53015694312357, 32.5101528747865, 32.48991250978797, 32.469432693138984, 32.448710220485744, 32.42774183720285, 32.4065242374677, 32.38505406331555, 32.36332790367494, 32.34134229338297, 32.31909371217994, 32.29657858368306, 32.27379327433859, 32.250734092352054, 32.22739728659599, 32.20377904549475, 32.179875495885895, 32.15568270185762, 32.131196663561695, 32.1064133160014, 32.08132852779396, 32.05593809990683, 32.03023776436736, 32.004223182945175, 31.977889945806858, 31.95123357014207, 31.924249498760812, 31.896933098660973, 31.869279659565695, 31.841284392429813, 31.812942427914848, 31.78424881483177, 31.75519851855097, 31.72578641937873, 31.696007310899518, 31.66585589828341, 31.635326796557962, 31.60441452884381, 31.573113524553328, 31.541418117551544, 31.50932254427866, 31.47682094183345, 31.443907346016715, 31.410575689334184, 31.376819798957996, 31.342633394646068, 31.308010086618655, 31.272943373391225, 31.237426639563022, 31.20145315356053, 31.165016065335042, 31.12810840401371, 31.090723075503217, 31.05285286004547, 31.014490409724477, 30.97562824592385, 30.936258756734123, 30.896374194309285, 30.85596667217188, 30.81502816246605, 30.773550493157877, 30.731525345182543, 30.688944249537716, 30.645798584322666, 30.602079571722715, 30.55777827493857, 30.512885595060176, 30.467392267884847, 30.4212888606794, 30.374565768886157, 30.327213212772705, 30.27922123402546, 30.230579692287044, 30.181278261637758, 30.13130642702141, 30.080653480615883, 30.029308518149037, 29.977260435160634, 29.924497923211078, 29.871009466038007, 29.81678333566191, 29.761807588442142, 29.70607006108489, 29.64955836660491, 29.592259890243128, 29.534161785342246, 29.475250969183175, 29.415514118784948, 29.35493766667144, 29.293507796608466, 29.23121043931507, 29.168031268153488, 29.103955694802362, 29.03896886491865, 28.9730556537937, 28.90620066200991, 28.83838821110474, 28.76960233924946, 28.699826796950695, 28.6290450427836, 28.55724023916608, 28.484395248184413, 28.410492627481368, 28.33551462621883, 28.25944318112809, 28.182259912661543, 28.103946121261174, 28.024482783759975, 27.94385054993376, 27.862029739222333, 27.779000337640106, 27.694741994897875, 27.60923402175912, 27.522455387655654, 27.434384718589392, 27.345000295348797, 27.254280052070584, 27.162201575179367, 27.068742102740067, 26.97387852426037, 26.877587380982902, 26.77984486670948, 26.68062682920239, 26.579908772210693, 26.477665858172617, 26.37387291164799, 26.26850442353846, 26.161534556156337, 26.05293714920684, 25.942685726752128, 25.83075350522977, 25.717113402602084, 25.601738048717475, 25.48459979696906, 25.3656707373407, 25.24492271093515, 25.122327326084232, 24.99785597614561, 24.87147985909619, 24.743169999037374, 24.612897269732592, 24.480632420303156, 24.346346103213676, 24.210008904684003, 24.071591377669613, 23.931064077558226, 23.78839760073505, 23.643562626174468, 23.496529960220563, 23.34727058472313, 23.19575570870029, 23.041956823701817, 22.885845763050725, 22.7273947651425, 22.566576540983117, 22.403364346147274, 22.2377320573377, 22.069654253724543, 21.899106303240544, 21.72606445400276, 21.550505931024873, 21.37240903837544, 21.191753266926337, 21.00851940782214, 20.822689671785174, 20.634247814351298, 20.443179267109354, 20.249471274990892, 20.053113039626886, 19.854095868754115, 19.652413331615364, 19.448061420254437, 19.24103871655886, 19.031346564849805, 18.818989249760083, 18.603974179076733, 18.38631207115462, 18.166017146431866, 17.943107322495973, 17.717604412062418, 17.489534323134446, 17.258927260514383, 17.025817927733932, 16.790245728363, 16.552254965545615, 16.31189503849702, 16.069220634580333, 15.824291915464245, 15.57717469574741, 15.327940612321761, 15.076667282637498, 14.82343844992965, 14.568344113371417, 14.31148064103608, 14.052950863479051, 13.792864145698077, 13.531336435195076, 13.268490283850669, 13.004454841335283, 12.739365817821513, 12.473365413833884, 12.206602215177439, 11.939231051027052, 11.67141281343816, 11.403314236756781, 11.137763146566664, 10.874907858131726, 10.614854009580108, 10.357719521730754, 10.103610770654841, 9.852632206433869, 9.60488210284098, 9.360453981421305, 9.119435803108392, 8.881910063222376, 8.647953572334707, 8.417637387036601, 8.19102671771211, 7.968180876561492, 7.749153242970432, 7.533991253824096, 7.322736415482578, 7.115424337667183, 6.912084788134688, 6.712741767303216, 6.517413601752501, 6.326113055469118, 6.138847457614328, 5.95561884553136, 5.7764241216575565, 5.601255222971625, 5.430099301584682, 5.262938915075934, 5.099752225178729, 4.940513203439628, 4.785191842501025, 4.633754371695616, 4.486163475687746, 4.342378514951064, 4.202355746932822, 4.0660485468217145, 3.933407626906768, 3.8043812535889674, 3.6789154611834136, 3.556954261727541, 3.4384398500886753, 3.3233128037419055, 3.211512276665506, 3.102976186875788, 2.9976413971954656, 2.895443888918996, 2.796318928104511, 2.7002012242845357, 2.6070250814464684, 2.516724541188581, 2.4292335180079894, 2.344485926723579, 2.262415802079219, 2.1829574106108347, 2.1060453548951172, 2.0316146703278832, 1.9596009146065685, 1.8899402501142164, 1.8225695194216658, 1.7574263141408846, 1.6944490373754448, 1.6335769600245256, 1.5747502712044779, 1.517910123057355, 1.4629986702189415, 1.409959104220014, 1.3587356830940085, 1.309273756462131, 1.2615197863634426, 1.215421364092753, 1.1709272233033963, 1.1279872496253631, 1.0865524870418735, 1.0465751412595448, 1.0080085802988297, 0.9708073325226093, 0.9349270823117194, 0.9003246635869219, 0.8669580513674765, 0.8347863515470555, 0.8037697890583867, 0.7738696945887467, 0.7450484899992799, 0.7172696725921712, 0.6904977983609593, 0.6646984643507668, 0.6398382902470016, 0.6158848993031184, 0.5928068987103848, 0.5705738595052398, 0.5491562961028108, 0.5285256455384323, 0.5086542464926275, 0.489515318168926, 0.4710829390881528, 0.4533320258573563, 0.43623831196642116, 0.4197783266605585, 0.40392937393231565, 0.3886695116724775, 0.3739775310152285, 0.359832935909203, 0.3462159229425618, 0.3331073614469833, 0.32048877390243113, 0.3083423166617579, 0.29665076101160615, 0.2853974745836653, 0.27456640312812547, 0.26414205265913154, 0.254109471980162, 0.24445423559553903 ], "yaxis": "y" }, { "hovertemplate": "Rates=Michaelis_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "Michaelis_rate", "line": { "color": "yellow", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "Michaelis_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 34.656188605108056, 34.56429927238216, 34.528950139369584, 34.527380012921554, 34.52659920377751, 34.525820487014535, 34.52504385604376, 34.52426930429713, 34.52349682522738, 34.52271870776466, 34.52193493076418, 34.52114547339685, 34.52035031515837, 34.51954943587838, 34.51874281572977, 34.51793043523802, 34.517112275290636, 34.516288317146746, 34.51545854244673, 34.514622933221915, 34.513781471904444, 34.51293414133715, 34.512080924783525, 34.51122180593783, 34.510356768935196, 34.509485798361865, 34.50860887926547, 34.507725997165444, 34.50683713806337, 34.50594228845355, 34.50504143533351, 34.50413456621469, 34.503221669133026, 34.50230273265974, 34.501377745912094, 34.50044669856418, 34.49950958085785, 34.49856638361349, 34.4976170982411, 34.496661716751106, 34.49570023176542, 34.4947326365284, 34.49375892491788, 34.492779091456185, 34.491793131321124, 34.49080104035705, 34.48980281508582, 34.488798452717845, 34.487787951163014, 34.48677130904171, 34.485748525695634, 34.48471960119878, 34.48368453636823, 34.4826433327749, 34.481595992754315, 34.480542519417234, 34.47948291666025, 34.47841718917628, 34.477345342464936, 34.476267382842885, 34.47518331745403, 34.4740931542796, 34.472996902148104, 34.47189457074514, 34.47078617062315, 34.469671713210865, 34.468551210822746, 34.46742467666814, 34.46629212486033, 34.46515357042534, 34.46400902931059, 34.462858518393254, 34.46170205548852, 34.460539659357465, 34.45937134971482, 34.4581971472364, 34.45701707356626, 34.45583115132365, 34.454639404109514, 34.45344185651292, 34.452238534116894, 34.4510294635042, 34.44981467226254, 34.44859418898955, 34.447368043297345, 34.44613626581672, 34.444898888200946, 34.443655943129116, 34.44240746430915, 34.44115348648023, 34.43989404541493, 34.438629177920774, 34.43735892184132, 34.43608331605681, 34.434802400484216, 34.43351621607685, 34.43222480482337, 34.43092820974624, 34.42962647489963, 34.42831964536673, 34.427007767256434, 34.42569088769946, 34.42436905484376, 34.423042317849344, 34.42171072688243, 34.42037433310889, 34.419033188686996, 34.417687346759514, 34.41633686144502, 34.41498178782846, 34.41362218195104, 34.41225810079926, 34.41088960229318, 34.40951674527395, 34.408139589490425, 34.406758195585056, 34.40537262507886, 34.40398294035558, 34.40258920464496, 34.401191482005125, 34.3997898373041, 34.398384336200415, 34.396975045122744, 34.39556203124867, 34.39414536248251, 34.3927251074321, 34.39130133538473, 34.38987411628206, 34.38844352069399, 34.387009619791634, 34.38557248531926, 34.38413218956518, 34.38268880533168, 34.3812424059039, 34.379793065017665, 34.37834085682635, 34.37688585586662, 34.375428137023185, 34.37396777549251, 34.372504846745436, 34.3710394264888, 34.369571590625974, 34.36810141521635, 34.36662897643385, 34.36515435052428, 34.363677613761716, 34.36219884240386, 34.36071811264633, 34.35923550057591, 34.357751082122874, 34.35626493301219, 34.35477712871381, 34.353287744391935, 34.351796854853305, 34.35030453449457, 34.348810857248665, 34.3473158965303, 34.34581972518049, 34.344322415410275, 34.34282403874349, 34.34132466595871, 34.33982436703041, 34.33832321106929, 34.3368212662618, 34.335318599808986, 34.33381527786456, 34.33231136547233, 34.330806926502916, 34.32930202358993, 34.32779671806549, 34.32629106989523, 34.32478513761275, 34.32327897825371, 34.32177264728933, 34.32026619855965, 34.31875968420633, 34.31725315460526, 34.315746658298806, 34.314240241927955, 34.31273395016423, 34.311227825641545, 34.309721908887994, 34.30821623825764, 34.3067108498624, 34.305205777503936, 34.3037010526059, 34.30219670414622, 34.30069275858979, 34.29918923982147, 34.29768616907954, 34.29618356488955, 34.29468144299879, 34.2931798163113, 34.2916786948236, 34.29017808556112, 34.28867799251542, 34.287178416582314, 34.285679355500896, 34.284180803793575, 34.28268275270719, 34.28118519015521, 34.27968810066123, 34.27819146530366, 34.27669526166174, 34.27519946376308, 34.27370404203251, 34.27220896324257, 34.270714190465625, 34.26921968302753, 34.26772539646318, 34.26623128247371, 34.26473728888569, 34.2632433596121, 34.26174943461541, 34.2602554498726, 34.25876133734234, 34.25726702493423, 34.25577243648032, 34.25427749170885, 34.25278210622027, 34.25128619146559, 34.24978965472715, 34.24829239910178, 34.246794323486434, 34.24529532256631, 34.24379528680552, 34.24229410244027, 34.24079165147468, 34.239287811679134, 34.237782456591304, 34.23627545551981, 34.23476667355045, 34.233255971555224, 34.231743206203824, 34.23022822997796, 34.22871089118822, 34.227191033993606, 34.225668498423694, 34.22414312040341, 34.22261473178036, 34.22108316035477, 34.21954822991191, 34.21800976025699, 34.21646756725261, 34.21492146285846, 34.213371255173556, 34.211816748480594, 34.21025774329268, 34.20869403640221, 34.207125420931796, 34.205551686387366, 34.20397261871307, 34.20238800034818, 34.20079761028576, 34.199201224133034, 34.19759861417338, 34.19598954942983, 34.194373795730016, 34.192751115772374, 34.191121269193644, 34.189484012637394, 34.18783909982351, 34.18618628161865, 34.18452530610733, 34.1828559186637, 34.18117786202379, 34.17949087635814, 34.17779469934465, 34.17608906624162, 34.17437370996064, 34.17264836113943, 34.17091274821438, 34.16916659749265, 34.16740963322372, 34.16564157767029, 34.16386215117832, 34.162071072246135, 34.16026805759246, 34.15845282222322, 34.15662507949702, 34.154784541189166, 34.152930917554045, 34.15106391738583, 34.14918324807734, 34.14728861567698, 34.14537972494354, 34.143456279398904, 34.14151798137842, 34.139564532078936, 34.137595631604306, 34.13561097900837, 34.13361027233527, 34.13159320865698, 34.12955948410809, 34.12750879391762, 34.12544083243795, 34.12335529317068, 34.12125186878942, 34.11913025115953, 34.11699013135455, 34.1148311996696, 34.11265314563141, 34.11045565800519, 34.10823842479815, 34.106001133259795, 34.10374346987889, 34.101465120377185, 34.0991657696998, 34.096845102002376, 34.09450280063498, 34.092138548122776, 34.08975202614353, 34.08734291550192, 34.084910896100745, 34.082455646909146, 34.079976845927675, 34.077474170150566, 34.074947295524964, 34.072395896907494, 34.06981964801792, 34.06721822139021, 34.06459128832104, 34.06193851881565, 34.05925958153139, 34.05655414371887, 34.05382187116083, 34.05106242810886, 34.04827547721806, 34.04546067947974, 34.04261769415211, 34.03974617868934, 34.03684578866882, 34.03391617771684, 34.03095699743279, 34.0279678973119, 34.024948524666705, 34.02189852454727, 34.01881753966024, 34.0157052102869, 34.012561174200236, 34.0093850665811, 34.006176519933625, 34.002935163999865, 33.999660625673826, 33.99635252891488, 33.99301049466072, 33.98963414073984, 33.98622308178362, 33.98277692913809, 33.979295290775454, 33.97577777120534, 33.972223971385844, 33.96863348863453, 33.9650059165392, 33.96134084486864, 33.95763785948334, 33.953896542246135, 33.950116470932834, 33.946297219142885, 33.94243835621003, 33.93853944711296, 33.93460005238601, 33.93061972802986, 33.926598025422244, 33.922534491228646, 33.918428667313, 33.91428009064837, 33.9100882932275, 33.90585280197341, 33.901573138649795, 33.89724881977131, 33.89287935651377, 33.88846425462404, 33.88400301432978, 33.87949513024889, 33.87494009129867, 33.87033738060458, 33.86568647540868, 33.860986846977575, 33.8562379605099, 33.85143927504328, 33.84659024336075, 33.841690311896414, 33.83673892064065, 33.831735503044335, 33.82667948592257, 33.82157028935731, 33.81640732659933, 33.81119000396915, 33.80591772075701, 33.80058986912182, 33.79520583398904, 33.789764992947376, 33.784266716144394, 33.77871036618077, 33.77309529800336, 33.7674208587969, 33.76168638787429, 33.75589121656549, 33.75003466810489, 33.744116057517175, 33.7381346915016, 33.73208986831461, 33.72598087765079, 33.71980700052209, 33.71356750913527, 33.70726166676746, 33.70088872763997, 33.694447936790006, 33.68793852994054, 33.68135973336811, 33.674710763768516, 33.667990828120445, 33.661199123546886, 33.65433483717434, 33.64739714598974, 33.640385216695094, 33.63329820555967, 33.62613525826981, 33.61889550977631, 33.611578084139154, 33.604182094369754, 33.59670664227055, 33.58915081827183, 33.581513701265926, 33.573794358438505, 33.565991845097045, 33.55810520449637, 33.55013346766122, 33.54207565320577, 33.53393076715004, 33.52569780273315, 33.51737574022335, 33.50896354672473, 33.500460175980585, 33.49186456817337, 33.48317564972109, 33.474392333070206, 33.465513516484826, 33.45653808383222, 33.44746490436455, 33.43829283249667, 33.429020707580044, 33.41964735367262, 33.41017157930457, 33.400592177239844, 33.39090792423349, 33.3811175807845, 33.371219890884326, 33.36121358176074, 33.3510973636171, 33.340869929366896, 33.330529954363406, 33.320076096124424, 33.30950699405199, 33.29882126914695, 33.28801752371822, 33.277094341086745, 33.26605028528399, 33.25488390074475, 33.24359371199439, 33.232178223330116, 33.2206359184964, 33.208965260354276, 33.19716469054446, 33.18523262914408, 33.17316747431705, 33.16096760195765, 33.14863136532755, 33.13615709468586, 33.123543096912066, 33.110787655121875, 33.09788902827571, 33.08484545077963, 33.071655132078654, 33.058316256242215, 33.04482698154161, 33.03118544001934, 33.01738973705, 33.003437950892724, 32.98932813223488, 32.97505830372685, 32.96062645950772, 32.94603056472172, 32.931268555025035, 32.91633833608307, 32.901237783057695, 32.88596474008433, 32.870517019738784, 32.85489240249337, 32.83908863616231, 32.823103435336016, 32.8069344808041, 32.79057941896681, 32.77403586123466, 32.757301383416056, 32.74037352509249, 32.723249788981185, 32.70592764028485, 32.68840450602826, 32.67067777438139, 32.6527447939687, 32.634602873164546, 32.616249279373946, 32.597681238298925, 32.5788959331896, 32.55989050408009, 32.54066204700857, 32.52120761322142, 32.501524208360884, 32.481608791635956, 32.461458274976174, 32.44106952216786, 32.420439347972454, 32.39956451722656, 32.378441743923226, 32.35706769027418, 32.3354389657524, 32.31355212611485, 32.29140367240462, 32.268990049932334, 32.24630764723613, 32.2233527950199, 32.20012176506917, 32.17661076914426, 32.152815957850194, 32.128733419482735, 32.10435917885022, 32.0796891960705, 32.054719365342564, 32.029445513692174, 32.00386339969114, 31.977968712149405, 31.95175706877963, 31.92522401483354, 31.89836502170936, 31.871175485529992, 31.843650725691, 31.815785983378024, 31.787576420052815, 31.75901711590736, 31.730103068285313, 31.700829190070245, 31.67119030803982, 31.641181161185372, 31.61079639899613, 31.580030579707362, 31.548878168511806, 31.517333535733574, 31.48539095496385, 31.453044601157707, 31.420288548691175, 31.38711676937797, 31.35352313044499, 31.319501392465973, 31.28504520725244, 31.25014811570128, 31.21480354559813, 31.179004809375904, 31.142745101827586, 31.10601749777271, 31.06881494967664, 31.031130285222044, 30.992956204831735, 30.954285279142248, 30.915109946427453, 30.87542250997149, 30.835215135390385, 30.794479847901755, 30.753208529541897, 30.711392916329824, 30.66902459537756, 30.626095001946233, 30.582595416447585, 30.538516961390297, 30.49385059827091, 30.448587124409, 30.40271716972624, 30.35623119346929, 30.309119480876372, 30.261372139787394, 30.21297909719787, 30.163930095756555, 30.11421469020732, 30.06382224377537, 30.01274192449851, 29.960962701504013, 29.908473341231833, 29.855262403605227, 29.801318238149765, 29.74662898006214, 29.69118254623023, 29.634966631206147, 29.577968703134236, 29.52017599963627, 29.461575523656254, 29.40215403926775, 29.341898067446667, 29.2807938818131, 29.218827504345928, 29.155984701074487, 29.092250977751775, 29.027611575514463, 28.96205146653512, 28.89555534967284, 28.828107646128867, 28.75969249511444, 28.69029374953882, 28.619894971725945, 28.54847942916912, 28.476030090333698, 28.402529620518777, 28.327960377789577, 28.252304408993353, 28.17554344587246, 28.09765890128956, 28.018631865580748, 27.938443103053917, 27.85707304865084, 27.774501804792713, 27.690709138430638, 27.605674478323813, 27.519376912570024, 27.431795186414632, 27.342907700366375, 27.25269250864977, 27.161127318026686, 27.0681894870211, 26.973856025583956, 26.878103595237157, 26.780908509738534, 26.682246736312084, 26.582093897490967, 26.48042527362346, 26.3772158060955, 26.27244010132648, 26.166072435598807, 26.05808676078494, 25.948456711039842, 25.837155610530566, 25.724156482278605, 25.609432058195512, 25.49295479039608, 25.374696863878523, 25.25463021066554, 25.13272652550521, 25.008957283235656, 24.8832937579226, 24.755707043884104, 24.62616807872238, 24.49464766848767, 24.36111651510489, 24.225545246199047, 24.08790444746099, 23.948164697700193, 23.806296606736844, 23.662270856290224, 23.51605824402539, 23.36762973092455, 23.216956492153855, 23.064009971599667, 22.90876194025171, 22.751184558612685, 22.591250443315715, 22.42893273813141, 22.264205189546104, 22.097042227091006, 21.927419048598917, 21.755311710560687, 21.58069722374674, 21.403553654250818, 21.223860230102304, 21.04159745358013, 20.856747219345493, 20.669292938491697, 20.479219668587053, 20.28651424976129, 20.091165446856166, 19.893164097627338, 19.692503266946492, 19.489178406909915, 19.283187522712, 19.07453134408933, 18.86321350208249, 18.649240710799234, 18.432622953792663, 18.21337367459294, 17.99150997084976, 17.76705279145589, 17.540027135929655, 17.310462255236278, 17.07839185312545, 16.843854286955256, 16.60689276686183, 16.367555552020416, 16.125896142627973, 15.881973466121353, 15.635852056029679, 15.387602221746638, 15.137300207399699, 14.885028337890775, 14.630875150089102, 14.374935507074042, 14.1173106932562, 13.858108488152318, 13.59744321655535, 13.335435772829538, 13.072213617073494, 12.807910740935469, 12.542667600936772, 12.276631017264435, 12.009954036134465, 11.74279575400498, 11.475321102134789, 11.207700590238884, 10.942777992266695, 10.680672222666969, 10.421499897766966, 10.165372035772966, 9.912395120839252, 9.662670324291684, 9.416293531244438, 9.173355067940934, 8.933939582790838, 8.698125900369542, 8.465986919852998, 8.237589530640218, 8.0129945554151, 7.792256716587904, 7.575424627071715, 7.362540804314027, 7.1536417070089335, 6.948757793545285, 6.747913601195819, 6.5511278449136485, 6.358413534513557, 6.169778108931379, 5.985223586190332, 5.804746727653489, 5.628339215107882, 5.455987839207163, 5.287674697795437, 5.123377402644238, 4.963069293156434, 4.806719655624212, 4.654293946671815, 4.5057540195664325, 4.361058352141141, 4.220162275140852, 4.083018199874734, 3.9495758441351665, 3.8197824554229536, 3.6935830306001143, 3.5709205311741803, 3.451736093500398, 3.3359692332701147, 3.223558043733732, 3.1144393871846394, 3.008549079305743, 2.905822066052155, 2.806192592811936, 2.7095943656511743, 2.6159607045098863, 2.5252246882711527, 2.437319291677367, 2.3521775141145596, 2.2697325003283626, 2.189917653173518, 2.1126667385328317, 2.037913982571473, 1.9655941615185069, 1.8956426841898393, 1.8279956674854974, 1.7625900051095873, 1.6993634297736104, 1.6382545691533061, 1.5792029958760212, 1.5221492718200775, 1.4670349870098858, 1.4138027933908746, 1.3623964337669046, 1.3127607661798826, 1.264841784006987, 1.2185866320454557, 1.1739436188484236, 1.1308622255679868, 1.0892931115536721, 1.0491881169459318, 1.0105002624952661, 0.973183746828261, 0.937193941372243, 0.9024873831405634, 0.8690217655707521, 0.8367559275980184, 0.8056498411368908, 0.775664597134222, 0.7467623903473872, 0.7189065029923108, 0.6920612873970097, 0.6661921477876569, 0.6412655213257695, 0.6172488585070397, 0.5941106030245427, 0.5718201711916167, 0.5503479310125831, 0.529665180982693, 0.5097441286922328, 0.4905578693036017, 0.4720803639643731, 0.45428641821388593, 0.43715166043574105, 0.42065252040372836, 0.4047662079641471, 0.38947069189320715, 0.3747446789642003, 0.36056759325539645, 0.3469195557261373, 0.33378136408536285, 0.32113447297379505, 0.30896097447821785, 0.2972435789937102, 0.28596559644730507, 0.27511091789435393, 0.2646639974968523, 0.25460983489113065, 0.2449339579506131, 0.23562240594779654 ], "yaxis": "y" }, { "hovertemplate": "Rates=Morrison_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "Morrison_rate", "line": { "color": "orange", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "Morrison_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 34.292188167431725, 34.292188167431725, 34.291024771551804, 34.290945126955485, 34.2909048373309, 34.29086431549764, 34.290823562203755, 34.29078257819528, 34.290741364215265, 34.29069950657114, 34.290656994933414, 34.29061381881115, 34.290569967550134, 34.290525430330405, 34.29048019616445, 34.29043425389391, 34.290387592188154, 34.29034019954152, 34.29029206427094, 34.29024317451337, 34.29019351822401, 34.29014308317273, 34.29009185694282, 34.29003982692762, 34.28998698032828, 34.28993330415126, 34.289878785205595, 34.28982341010055, 34.28976716524288, 34.28971003683405, 34.28965201086761, 34.289593073126994, 34.28953320918211, 34.28947240438701, 34.2894106438772, 34.289347912566626, 34.289284195145136, 34.289219476075566, 34.28915373959079, 34.289086969691084, 34.28901915014132, 34.28895026446775, 34.28888029595546, 34.288809227645366, 34.28873704233102, 34.288663722556, 34.288589250610926, 34.28851360853008, 34.28843677808899, 34.288358740801, 34.28827947791441, 34.28819897040926, 34.28811719899446, 34.28803414410484, 34.28794978589753, 34.287864104249685, 34.28777707875451, 34.28768868871885, 34.28759891315944, 34.28750773080056, 34.28741512007011, 34.287321059096726, 34.28722552570679, 34.28712849742137, 34.28702995145234, 34.2869298647, 34.28682821374968, 34.28672497486804, 34.28662012400072, 34.28651363676836, 34.28640548846416, 34.28629565404993, 34.28618410815342, 34.28607082506494, 34.28595577873444, 34.28583894276773, 34.285720290423924, 34.28559979461187, 34.285477427887145, 34.28535316244921, 34.28522697013727, 34.28509882242845, 34.284968690433494, 34.28483654489464, 34.28470235618165, 34.28456609428932, 34.28442772883409, 34.28428722905114, 34.284144563791365, 34.28399970151817, 34.28385261030472, 34.283703257830695, 34.283551611379636, 34.28339763783556, 34.28324130368054, 34.28308257499181, 34.28292141743828, 34.28275779627832, 34.28259167635708, 34.28242302210297, 34.28225179752564, 34.28207796621302, 34.28190149132857, 34.28172233560884, 34.28154046136062, 34.28135583045878, 34.281168404343326, 34.280978144017155, 34.28078501004369, 34.280588962544165, 34.28038996119584, 34.28018796522908, 34.2799829334254, 34.279774824115435, 34.279563595176405, 34.2793492040304, 34.27913160764194, 34.27891076251605, 34.27868662469685, 34.27845914976474, 34.27822829283538, 34.27799400855727, 34.277756251110574, 34.27751497420496, 34.27727013107836, 34.277021674495096, 34.27676955674477, 34.27651372964025, 34.276254144516834, 34.275990752230626, 34.275723503157444, 34.27545234719161, 34.275177233744515, 34.27489811174378, 34.27461492963258, 34.274327635367825, 34.27403617642017, 34.27374049977255, 34.273440551919705, 34.27313627886744, 34.272827626131885, 34.27251453873903, 34.27219696122377, 34.27187483763028, 34.27154811151066, 34.27121672592517, 34.27088062344175, 34.2705397461355, 34.27019403558905, 34.269843432891776, 34.26948787864029, 34.26912731293761, 34.26876167539419, 34.26839090512692, 34.26801494075974, 34.26763372042382, 34.2672471817574, 34.2668552619061, 34.266457897523125, 34.26605502476973, 34.265646579314854, 34.265232496336175, 34.264812710519855, 34.26438715606123, 34.26395576666462, 34.26351847554459, 34.26307521542511, 34.26262591854081, 34.262170516637, 34.26170894096977, 34.26124112230694, 34.2607669909275, 34.2602864766224, 34.25979950869488, 34.25930601596051, 34.25880592674715, 34.258299168895235, 34.25778566975811, 34.257265356201515, 34.25673815460394, 34.25620399085635, 34.25566279036201, 34.25511447803625, 34.2545589783058, 34.253996215108785, 34.25342611189386, 34.25284859161956, 34.25226357675351, 34.251670989271474, 34.25107075065645, 34.25046278189731, 34.24984700348733, 34.24922333542318, 34.24859169720247, 34.24795200782291, 34.24730418577919, 34.24664814906171, 34.245983815153565, 34.24531110102849, 34.244629923147215, 34.243940197455245, 34.24324183937925, 34.242534763823386, 34.24181888516606, 34.24109411725502, 34.24036037340425, 34.23961756638826, 34.238865608438246, 34.238104411236264, 34.23733388591017, 34.23655394302788, 34.23576449259129, 34.234965444029896, 34.2341567061943, 34.23333818734878, 34.2325097951646, 34.231671436711835, 34.230823018451346, 34.22996444622645, 34.229095625254274, 34.22821646011637, 34.227326854749236, 34.22642671243447, 34.22551593578839, 34.22459442675119, 34.22366208657588, 34.222718815816954, 34.22176451431821, 34.2207990812003, 34.219822414848046, 34.21883441289735, 34.21783497222147, 34.21682398891652, 34.215801358287905, 34.21476697483418, 34.21372073223271, 34.212662523323225, 34.2115922400917, 34.210509773653655, 34.20941501423726, 34.20830785116525, 34.2071881728374, 34.20605586671158, 34.204910819285445, 34.20375291607653, 34.202582041603, 34.20139807936296, 34.20020091181444, 34.19899042035385, 34.19776648529481, 34.196528985846264, 34.19527780009042, 34.194012804959605, 34.19273387621375, 34.19144088841675, 34.19013371491282, 34.18881222780206, 34.187476297916035, 34.186125794793135, 34.18476058665317, 34.18338054037176, 34.18198552145448, 34.180575394010695, 34.17915002072689, 34.17770926284047, 34.17625298011169, 34.17478103079715, 34.17329327162159, 34.17178955775034, 34.17026974276098, 34.16873367861494, 34.16718121562906, 34.16561220244671, 34.16402648600868, 34.16242391152396, 34.16080432244042, 34.15916756041533, 34.157513465285476, 34.15584187503707, 34.154152625776305, 34.15244555169863, 34.15072048505883, 34.14897725614045, 34.14721569322528, 34.14543562256301, 34.14363686833994, 34.14181925264911, 34.139982595458775, 34.13812671458163, 34.136251425644055, 34.13435654205486, 34.13244187497415, 34.13050723328267, 34.12855242354997, 34.12657725000389, 34.1245815144985, 34.12256501648361, 34.12052755297299, 34.118468918513216, 34.116388905152, 34.11428730240702, 34.112163897234396, 34.11001847399703, 34.10785081443328, 34.10566069762513, 34.10344789996677, 34.101212195132305, 34.09895335404483, 34.0966711448435, 34.09436533285271, 34.09203568054888, 34.08968194752934, 34.08730389047929, 34.08490126313956, 34.0824738162745, 34.080021297638616, 34.07754345194443, 34.075040020828624, 34.07251074281963, 34.06995535330374, 34.067373584491406, 34.06476516538365, 34.062129821737564, 34.05946727603225, 34.05677724743385, 34.05405945176052, 34.051313601447305, 34.04853940551034, 34.04573656951065, 34.04290479551803, 34.040043782073695, 34.03715322415373, 34.03423281313088, 34.03128223673632, 34.02830117902165, 34.02528932031893, 34.02224633720158, 34.01917190244418, 34.01606568498114, 34.01292734986621, 34.00975655822982, 34.0065529672368, 34.003316230043026, 34.00004599575207, 33.996741909369746, 33.99340361175976, 33.99003073959721, 33.9866229253219, 33.98317979709106, 33.97970097873105, 33.97618608968841, 33.9726347449796, 33.969046555140984, 33.965421126176665, 33.961758059506444, 33.95805695191256, 33.954317395485454, 33.95053897756832, 33.94672128070166, 33.942863882566115, 33.93896635592403, 33.93502826856117, 33.93104918322654, 33.92702865757132, 33.922966244086766, 33.918861490041564, 33.91471393741742, 33.91052312284384, 33.90628857753202, 33.90200982720735, 33.89768639204068, 33.89331778657902, 33.88890351967406, 33.884443094411026, 33.87993600803456, 33.87538175187464, 33.87077981127101, 33.86612966549586, 33.86143078767622, 33.85668264471372, 33.851884697204184, 33.84703639935536, 33.84213719890391, 33.83718653702968, 33.832183848270255, 33.82712856043284, 33.822020094505476, 33.816857864566224, 33.81164127769179, 33.806369733863185, 33.80104262587143, 33.795659339220705, 33.790219252030234, 33.78472173493472, 33.77916615098303, 33.77355185553513, 33.76787819615747, 33.762144512516784, 33.756350136272, 33.75049439096436, 33.74457659190597, 33.738596046066164, 33.73255205195646, 33.7264438995135, 33.72027086997967, 33.71403223578243, 33.707727260411026, 33.70135519829195, 33.69491529466149, 33.6884067854366, 33.68182889708403, 33.67518084648614, 33.66846184080626, 33.66167107734989, 33.65480774342477, 33.64787101619886, 33.64086006255451, 33.633774038941844, 33.62661209122888, 33.61937335454879, 33.612056953145334, 33.6046620002154, 33.59718759774868, 33.58963283636472, 33.58199679514755, 33.57427854147691, 33.56647713085719, 33.558591606742596, 33.55062100036053, 33.542564330530894, 33.53442060348259, 33.52618881266693, 33.51786793856805, 33.50945694850941, 33.50095479645749, 33.49236042282159, 33.483672754250584, 33.47489070342589, 33.466013168850665, 33.457039034635486, 33.44796717028005, 33.43879643045134, 33.42952565475761, 33.420153667518136, 33.410679277529006, 33.40110127782538, 33.39141844543819, 33.381629541147454, 33.37173330923116, 33.361728477208516, 33.35161375558012, 33.34138783756211, 33.33104939881622, 33.320597097174655, 33.31002957235955, 33.299345445698165, 33.28854331983209, 33.277621778421135, 33.266579385842476, 33.25541468688313, 33.244126206427616, 33.23271244913901, 33.221171899135356, 33.20950301965814, 33.19770425273635, 33.18577401884276, 33.17371071654513, 33.161512722149226, 33.14917838933709, 33.136706048795766, 33.12409400784222, 33.11134055003785, 33.09844393479807, 33.085402396993274, 33.072214146542215, 33.05887736799783, 33.04539022012476, 33.03175083546934, 33.01795731992026, 33.00400775226156, 32.98990018371654, 32.97563263748266, 32.961203108257614, 32.946609561756375, 32.931849934217595, 32.91692213190186, 32.90182403057889, 32.886553475005044, 32.87110827839028, 32.8554862218553, 32.83968505387634, 32.823702489720326, 32.807536210868726, 32.791183864428106, 32.77464306253154, 32.75791138172577, 32.74098636234699, 32.723865507884284, 32.70654628432921, 32.68902611951324, 32.67130240243155, 32.653372482552356, 32.63523366911298, 32.61688323040109, 32.59831839302203, 32.579536341149634, 32.560534215763234, 32.54130911386852, 32.52185808770143, 32.50217814391755, 32.48226624276256, 32.462119297227524, 32.44173417218536, 32.42110768350981, 32.40023659717665, 32.3791176283453, 32.35774744042195, 32.3361226441031, 32.314239796398724, 32.29209539963571, 32.26968590043978, 32.247007688696485, 32.22405709649044, 32.20083039702226, 32.17732380350233, 32.153533468022104, 32.12945548040093, 32.10508586700934, 32.080420589566614, 32.055455543914036, 32.0301865587614, 32.004609394407524, 31.978719741434137, 31.952513219370918, 31.925985375334076, 31.899131682634387, 31.871947539357546, 31.844428266913358, 31.816569108554553, 31.78836522786471, 31.75981170721369, 31.73090354618141, 31.70163565994732, 31.672002877646364, 31.64199994069088, 31.61162150105688, 31.58086211953345, 31.549716263937263, 31.518178307287776, 31.486242525945993, 31.45390309771281, 31.421154099889453, 31.387989507295806, 31.35440319024888, 31.32038891249923, 31.285940329124628, 31.251050984380424, 31.215714309505806, 31.179923620485653, 31.143672115766435, 31.106952873925817, 31.069758851295592, 31.032082879536482, 30.993917663164737, 30.955255777029798, 30.916089663740955, 30.876411631045258, 30.836213849153076, 30.795488348011943, 30.754227014528368, 30.7124215897364, 30.670063665912878, 30.627144683638637, 30.583655928804752, 30.539588529564845, 30.494933453231184, 30.44968150311587, 30.40382331531559, 30.357349355440995, 30.310249915289482, 30.262515109461923, 30.214134871923825, 30.16509895250957, 30.115396913372166, 30.065018125376675, 30.013951764439614, 29.962186807813836, 29.90971203032077, 29.85651600052877, 29.802587076882403, 29.747913403779812, 29.692482907602667, 29.636283292699403, 29.579302037323828, 29.521526389530457, 29.462943363031123, 29.40353973301319, 29.34330203192482, 29.28221654522864, 29.220269307129065, 29.15744609627742, 29.093732431458292, 29.02911356726364, 28.963574489759452, 28.897099912151205, 28.829674270454593, 28.761281719179472, 28.691906127033945, 28.621531072657753, 28.550139840393967, 28.477715416109625, 28.404240483075423, 28.32969741791692, 28.25406828664917, 28.177334840809472, 28.099478513703012, 28.02048041677603, 27.940321336135355, 27.858981729231708, 27.776441721727075, 27.692681104567487, 27.60767933128346, 27.521415515543488, 27.433868428986123, 27.345016499358834, 27.25483780899437, 27.163310093655518, 27.07041074178379, 26.976116794187696, 26.88040494421042, 26.783251538418106, 26.684632577852515, 26.58452371989724, 26.48290028080482, 26.379737238940905, 26.275009238799527, 26.16869059585241, 26.06075530229294, 25.951177033745054, 25.839929157006893, 25.72698473890491, 25.612316556339252, 25.495897107603774, 25.37769862506944, 25.25769308932553, 25.135852244875846, 25.01214761749545, 24.88655053335344, 24.759032140018665, 24.62956342946566, 24.498115263205086, 24.364658399670205, 24.22916352399291, 24.091601280310286, 23.95194230674929, 23.810157273237582, 23.6662169222995, 23.520092112996714, 23.37175386817806, 23.221173425209876, 23.06832229035757, 22.913172296996034, 22.75569566782558, 22.595865081274844, 22.43365374226909, 22.269035457545016, 22.101984715689504, 21.932476772077532, 21.760487738879366, 21.585994680300665, 21.408975713210367, 21.229410113302123, 21.047278426918858, 20.862562588657386, 20.67524604484887, 20.485313882990045, 20.29275296717428, 20.09755207954202, 19.899702067736847, 19.69919599831551, 19.496029316018415, 19.29020000875925, 19.081708778139653, 18.870559215238792, 18.656757981362414, 18.44031499336892, 18.22124361311389, 17.999560840476256, 17.775287509341098, 17.54844848582465, 17.31907286792964, 17.08719418571778, 16.85285060098041, 16.616085105279424, 16.376945715118417, 16.135485662889, 15.891763582124238, 15.645843685476333, 15.397795933724243, 15.147696194010411, 14.895626385403197, 14.641674609790467, 14.385935266026634, 14.128509145186495, 13.869503504726849, 13.609032119323205, 13.347215306134396, 13.084179922262496, 12.820059332212661, 12.554993343227402, 12.289128106472125, 12.022615982183986, 11.755615367070266, 11.488290482452637, 11.220811121903498, 10.956017764540546, 10.694030848405347, 10.434965810912235, 10.17893372243063, 9.926040651880037, 9.676387609561726, 9.430070276358483, 9.18717885325416, 8.947797894669158, 8.712006181474733, 8.479876612126604, 8.251476120518202, 8.026865617284804, 7.806099955517984, 7.58922792004824, 7.376292239880389, 7.167329623006244, 6.962370812750926, 6.761440664659472, 6.56455824282626, 6.371736934471504, 6.182984581487176, 5.998303627611758, 5.817691279840014, 5.641139682642834, 5.468636103549295, 5.3001631286400155, 5.135698866505497, 4.975217159246398, 4.818687799121135, 4.666076749488205, 4.517346368742208, 4.3724556359994935, 4.231360377353883, 4.0940134915944775, 3.9603651743507564, 3.830363139708205, 3.7039528384178375, 3.5810776719021353, 3.4616792013436237, 3.3456973512193287, 3.233070606726054, 3.123736204616444, 3.0176303170412186, 2.9146882280633006, 2.814844502577788, 2.718033147435798, 2.624187764629079, 2.533241696449534, 2.4451281625882597, 2.359780389185345, 2.2771317298859914, 2.19711577899575, 2.1196664768620384, 2.044718207640183, 1.9722058896282908, 1.90206505837729, 1.8342319428028322, 1.768643534540514, 1.7052376508000568, 1.6439529909820934, 1.5847291873307414, 1.5275068498984083, 1.4722276061026207, 1.418834135155632, 1.3672701976462545, 1.3174806605511433, 1.269411517947928, 1.223009907699324, 1.1782241243687839, 1.1350036286237195, 1.0932990533724487, 1.0530622068743618, 1.0142460730531404, 0.9768048092335482, 0.9406937415142185, 0.9058693579776786, 0.8722892999301468, 0.8399123513541928, 0.808698426747128, 0.7786085575088046, 0.7496048770335859, 0.7216506046509741, 0.6947100285525103, 0.6687484878310253, 0.6437323537534896, 0.619629010376614, 0.5964068346109981, 0.5740351758279196, 0.5524843350989395, 0.5317255441502278, 0.511730944107077, 0.4924735640982778, 0.4739272997845081, 0.45606689186839944, 0.438867904639638, 0.4223067046038862, 0.40636043923769716, 0.3910070159106356, 0.3762250810082035, 0.3619939992882548, 0.3482938334982295, 0.33510532427862394, 0.322409870373761, 0.31018950916900945, 0.2984268975712947, 0.2871052932458271, 0.2762085362214943, 0.26572103087418775, 0.2556277282961581, 0.24591410905683997, 0.23656616636023742 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "title": { "text": "Rates" }, "tracegroupgap": 0 }, "shapes": [ { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 18.9, "x1": 18.9, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" } ], "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Reaction rate, dP/dt, as a function of Substrate concentration" }, "xaxis": { "anchor": "y", "autorange": true, "domain": [ 0, 1 ], "range": [ 0.03999702266555944, 20 ], "title": { "text": "S" }, "type": "linear" }, "yaxis": { "anchor": "x", "autorange": true, "domain": [ 0, 1 ], "range": [ -1.925343811394892, 36.581532416502945 ], "title": { "text": "dP/dt" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PlotlyHelper.plot_pandas(df=df, x_var=\"S\", fields=[\"P_rate\", \"Michaelis_rate\", \"Morrison_rate\"],\n", " title=\"Reaction rate, dP/dt, as a function of Substrate concentration\",\n", " y_label=\"dP/dt\", legend_header=\"Rates\",\n", " vertical_lines_to_add=18.9,\n", " colors=[\"blue\", \"yellow\", \"orange\"])" ] }, { "cell_type": "code", "execution_count": 29, "id": "789e1de3-caf8-4fbb-be53-d1752133bcf9", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Rates=P_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "P_rate", "line": { "color": "blue", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "P_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 0, 8.820000000000002, 12.075109200000004, 12.21671562651811, 12.28705973181425, 12.357175801963768, 12.42706459717162, 12.49672687497254, 12.566163390241266, 12.636067010252328, 12.70643861053694, 12.777279019702796, 12.848589018367923, 12.920369338084052, 12.992620660249674, 13.065343615012896, 13.138538780164318, 13.212206680020048, 13.286347784295083, 13.360962506967232, 13.436051205131784, 13.511614177847163, 13.587651664971771, 13.664163845992285, 13.741150838843646, 13.818612698721031, 13.896549416884035, 13.974960919453439, 14.053847066200793, 14.133207649331165, 14.213042392259405, 14.293350948380246, 14.374132899832606, 14.455387756258494, 14.53711495355689, 14.619313852632983, 14.701983738143264, 14.785123817236817, 14.868733218293345, 14.952810989658342, 15.037356098375941, 15.122367428919905, 15.207843781923307, 15.29378387290744, 15.380186331010474, 15.46704969771649, 15.554372425585433, 15.64215287698461, 15.730389322822385, 15.819079941284661, 15.908222816574876, 15.997815937658144, 16.087857197010287, 16.17834438937243, 16.269275210511974, 16.36064725599061, 16.45245801994024, 16.54470489384758, 16.63738516534821, 16.73049601703102, 16.824034525253794, 16.917997658970908, 17.012382278573973, 17.107185134746395, 17.20240286733274, 17.29803200422394, 17.394068960259226, 17.490510036145867, 17.5873514173977, 17.684589173293496, 17.782219255856234, 17.88023749885434, 17.97863961682602, 18.077421204127788, 18.176577734008315, 18.27610455770882, 18.37599690359105, 18.47624987629423, 18.57685845592198, 18.67781749726062, 18.779121729030003, 18.880765753168138, 18.982744044150966, 19.08505094834846, 19.1876806834185, 19.290627337739725, 19.393884869884783, 19.497447108135294, 19.601307750039922, 19.70546036201688, 19.809898379002345, 19.91461510414609, 20.019603708555803, 20.12485723109151, 20.230368578211486, 20.336130523871145, 20.44213570947629, 20.54837664389224, 20.65484570351019, 20.761535132372355, 20.868437042357236, 20.97554341342661, 21.08284609393551, 21.190336801006826, 21.298007120971818, 21.4058485098781, 21.51385229406643, 21.62200967081779, 21.73031170907214, 21.838749350220255, 21.947313408970036, 22.055994574288633, 22.164783410421784, 22.273670357991666, 22.38264573517456, 22.49169973895966, 22.600822446490273, 22.71000381648861, 22.819233690765422, 22.928501795815627, 23.037797744501077, 23.147111037821574, 23.256431066775164, 23.365747114308796, 23.475048357360244, 23.5843238689923, 23.693562620620078, 23.80275348433225, 23.911885235307047, 24.02094655432369, 24.129926030369937, 24.238812163346342, 24.347593366867763, 24.456257971162593, 24.56479422607008, 24.67319030413611, 24.78143430380762, 24.889514252725935, 24.99741811111894, 25.10513377529228, 25.212649081219354, 25.319951808229984, 25.427029682797492, 25.533870382423792, 25.64046153962209, 25.74679074599652, 25.85284555641815, 25.958613493296514, 26.064082050945792, 26.16923870004466, 26.27407089218865, 26.378566064533814, 26.482711644530323, 26.586495054744518, 26.68990371776782, 26.79292506121074, 26.895546522780194, 26.99775555543798, 27.099539632638503, 27.200886253643272, 27.301782948909924, 27.402217285553146, 27.50217687287485, 27.60164936796077, 27.70062248134053, 27.79908398270805, 27.89702170669905, 27.99442355872228, 28.091277520840865, 28.187571657700182, 28.283294122498315, 28.378433162995186, 28.472977127556245, 28.566914471226386, 28.660233761829737, 28.75292368609075, 28.844973055771874, 28.936370813823046, 29.027106040537948, 29.11716795971195, 29.206545944796574, 29.295229525045002, 29.383208391643247, 29.470472403821272, 29.5570115949384, 29.642816178537178, 29.72787655435968, 29.812183314320226, 29.89572724842842, 29.978499350656126, 30.06049082474217, 30.1416930899283, 30.222097786619905, 30.30169678196495, 30.380482175344497, 30.458446303768177, 30.53558174716783, 30.611881333582637, 30.687338144228917, 30.761945518447835, 30.83569705852417, 30.9085866343694, 30.980608388062286, 31.051756738240197, 31.122026384334436, 31.19141231064291, 31.259909790233507, 31.32751438867159, 31.394221967565176, 31.460028687921387, 31.524931013307892, 31.588925712813175, 31.652009863799623, 31.714180854443505, 31.775436386056107, 31.83577447518055, 31.895193455458745, 31.95369197926349, 32.01126901909057, 32.06792386870625, 32.12365614404556, 32.17846578385712, 32.23235305009058, 32.28531852802284, 32.33736312611978, 32.38848807563016, 32.43869492990909, 32.487985563468506, 32.53636217075244, 32.58382726463538, 32.63038367464232, 32.67603454488932, 32.720783331744066, 32.76463380120596, 32.807590026006096, 32.84965638242745, 32.890837546846384, 32.93113849199677, 32.97056448295857, 33.00912107287317, 33.04681409838808, 33.08364967483424, 33.11963419113946, 33.154774304482096, 33.18907693468942, 33.222549258385655, 33.255198702895164, 33.287032939906524, 33.31805987890387, 33.34828766037231, 33.37772464878452, 33.406379425376244, 33.434260780718596, 33.46137770709587, 33.48773939069753, 33.51335520363373, 33.53823469578408, 33.56238758648955, 33.58582375609808, 33.608553237374366, 33.63058620678514, 33.65193297567108, 33.672603981317046, 33.69260977793261, 33.71196102755486, 33.73066849088597, 33.74874301807804, 33.76619553947782, 33.78303705634443, 33.79927863155277, 33.81493138029586, 33.83000646079932, 33.84451506506094, 33.858468409628706, 33.87187772643041, 33.884754253667865, 33.897109226788906, 33.908953869549926, 33.920299385181785, 33.93115694767178, 33.941537693173906, 33.95145271155966, 33.96091303812129, 33.96992964543905, 33.97851343542375, 33.98667523154554, 33.99442577125948, 34.00177569863797, 34.0087355572199, 34.015315783085555, 34.02152669816623, 34.02737850379674, 34.032881274518566, 34.038044952140844, 34.042879340065795, 34.04739409788469, 34.05159873624977, 34.055502612026984, 34.05911492373367, 34.062444707264916, 34.06550083191147, 34.06829199667141, 34.070826726857376, 34.07311337100025, 34.07516009804966, 34.076974894871, 34.07856556403804, 34.079939721919416, 34.081104797056895, 34.08206802883255, 34.08283646642128, 34.08341696802471, 34.08381620038186, 34.08404063855131, 34.08409656595911, 34.08399007470633, 34.083727066129285, 34.08331325160541, 34.082754153596944, 34.08205510692452, 34.081221260262, 34.08025757784384, 34.07916884137587, 34.07795965213989, 34.07663443328248, 34.07519743227806, 34.07365272355606, 34.07200421128186, 34.07025563228114, 34.068410559097074, 34.06647240316985, 34.06444441812777, 34.06232970317958, 34.0601312065972, 34.0578517292786, 34.05549392838034, 34.05306032100952, 34.050553287965144, 34.04797507751896, 34.04532780922613, 34.04261347775631, 34.039833956735954, 34.03699100259311, 34.03408625839599, 34.03112125767719, 34.02809742823574, 34.025016095909336, 34.02187848830978, 34.018685738514726, 34.015438888709575, 34.012138893773354, 34.008786624803264, 34.00538287257263, 34.001928350917645, 33.99842370004849, 33.994869489781244, 33.99126622268674, 33.98761433715366, 33.98391421036305, 33.980166161172036, 33.97637045290489, 33.97252729604989, 33.96863685086097, 33.96469922986321, 33.96071450026183, 33.9566826862545, 33.95260377124723, 33.94847769997408, 33.944304380521714, 33.94008368625958, 33.935815457676945, 33.93149950412836, 33.927135605489006, 33.92272351372192, 33.918262954358944, 33.913753627897606, 33.90919521111615, 33.90458735830912, 33.89992970244595, 33.89522185625507, 33.89046341323618, 33.885653948603355, 33.880793020161526, 33.87588016911935, 33.87091492084077, 33.86589678553838, 33.860825258911, 33.855699822728205, 33.85051994536453, 33.84528508228584, 33.83999467649038, 33.834648158907, 33.82924494875304, 33.823784453854074, 33.81826607092781, 33.81268918583442, 33.80705317379519, 33.80135739958168, 33.79560121767728, 33.789783972412806, 33.78390499807818, 33.777963619011565, 33.77195914966765, 33.7658908946666, 33.75975814882483, 33.753560197169264, 33.747296314935866, 33.740965767553966, 33.73456781061716, 33.72810168984191, 33.72156664101466, 33.71496188992847, 33.70828665230958, 33.70154013373512, 33.69472152954211, 33.68783002472868, 33.680864793847896, 33.67382500089465, 33.66670979918621, 33.659518331236555, 33.65224972862517, 33.6449031118603, 33.63747759023713, 33.62997226169108, 33.622386212646404, 33.61471851786032, 33.60696824026274, 33.59913443079185, 33.591216128225554, 33.58321235900889, 33.57512213707757, 33.566944463677544, 33.55867832718077, 33.550322702897176, 33.54187655288275, 33.533338825743876, 33.524708456437864, 33.51598436606958, 33.50716546168428, 33.49825063605653, 33.48923876747519, 33.48012871952442, 33.47091934086064, 33.46160946498542, 33.45219791001424, 33.44268347844092, 33.433064956897915, 33.4233411159121, 33.41351070965619, 33.40357247569559, 33.39352513473067, 33.38336739033429, 33.37309792868454, 33.36271541829259, 33.352218509725574, 33.34160583532435, 33.33087600891606, 33.3200276255214, 33.309059261056504, 33.29796947202929, 33.286756795230104, 33.275419747416734, 33.26395682499342, 33.252366503683966, 33.24064723819866, 33.22879746189496, 33.21681558643183, 33.20470000141745, 33.192449074050415, 33.18006114875397, 33.16753454680343, 33.15486756594643, 33.14205848001593, 33.12910553853586, 33.11600696631913, 33.10276096305798, 33.08936570290642, 33.075819334054586, 33.06211997829486, 33.04826573057961, 33.03425465857029, 33.02008480217779, 33.00575417309377, 32.99126075431287, 32.9766024996455, 32.961777333221114, 32.94678314898163, 32.9316178101649, 32.91627914877797, 32.90076496505982, 32.88507302693356, 32.869201069447584, 32.853146794205706, 32.83690786878577, 32.82048192614677, 32.80386656402393, 32.787059344311714, 32.77005779243438, 32.7528593967038, 32.73546160766434, 32.71786183742445, 32.70005745897467, 32.68204580549177, 32.66382416962876, 32.64538980279034, 32.62673991439359, 32.60787167111349, 32.58878219611301, 32.56946856825727, 32.54992782131172, 32.53015694312357, 32.5101528747865, 32.48991250978797, 32.469432693138984, 32.448710220485744, 32.42774183720285, 32.4065242374677, 32.38505406331555, 32.36332790367494, 32.34134229338297, 32.31909371217994, 32.29657858368306, 32.27379327433859, 32.250734092352054, 32.22739728659599, 32.20377904549475, 32.179875495885895, 32.15568270185762, 32.131196663561695, 32.1064133160014, 32.08132852779396, 32.05593809990683, 32.03023776436736, 32.004223182945175, 31.977889945806858, 31.95123357014207, 31.924249498760812, 31.896933098660973, 31.869279659565695, 31.841284392429813, 31.812942427914848, 31.78424881483177, 31.75519851855097, 31.72578641937873, 31.696007310899518, 31.66585589828341, 31.635326796557962, 31.60441452884381, 31.573113524553328, 31.541418117551544, 31.50932254427866, 31.47682094183345, 31.443907346016715, 31.410575689334184, 31.376819798957996, 31.342633394646068, 31.308010086618655, 31.272943373391225, 31.237426639563022, 31.20145315356053, 31.165016065335042, 31.12810840401371, 31.090723075503217, 31.05285286004547, 31.014490409724477, 30.97562824592385, 30.936258756734123, 30.896374194309285, 30.85596667217188, 30.81502816246605, 30.773550493157877, 30.731525345182543, 30.688944249537716, 30.645798584322666, 30.602079571722715, 30.55777827493857, 30.512885595060176, 30.467392267884847, 30.4212888606794, 30.374565768886157, 30.327213212772705, 30.27922123402546, 30.230579692287044, 30.181278261637758, 30.13130642702141, 30.080653480615883, 30.029308518149037, 29.977260435160634, 29.924497923211078, 29.871009466038007, 29.81678333566191, 29.761807588442142, 29.70607006108489, 29.64955836660491, 29.592259890243128, 29.534161785342246, 29.475250969183175, 29.415514118784948, 29.35493766667144, 29.293507796608466, 29.23121043931507, 29.168031268153488, 29.103955694802362, 29.03896886491865, 28.9730556537937, 28.90620066200991, 28.83838821110474, 28.76960233924946, 28.699826796950695, 28.6290450427836, 28.55724023916608, 28.484395248184413, 28.410492627481368, 28.33551462621883, 28.25944318112809, 28.182259912661543, 28.103946121261174, 28.024482783759975, 27.94385054993376, 27.862029739222333, 27.779000337640106, 27.694741994897875, 27.60923402175912, 27.522455387655654, 27.434384718589392, 27.345000295348797, 27.254280052070584, 27.162201575179367, 27.068742102740067, 26.97387852426037, 26.877587380982902, 26.77984486670948, 26.68062682920239, 26.579908772210693, 26.477665858172617, 26.37387291164799, 26.26850442353846, 26.161534556156337, 26.05293714920684, 25.942685726752128, 25.83075350522977, 25.717113402602084, 25.601738048717475, 25.48459979696906, 25.3656707373407, 25.24492271093515, 25.122327326084232, 24.99785597614561, 24.87147985909619, 24.743169999037374, 24.612897269732592, 24.480632420303156, 24.346346103213676, 24.210008904684003, 24.071591377669613, 23.931064077558226, 23.78839760073505, 23.643562626174468, 23.496529960220563, 23.34727058472313, 23.19575570870029, 23.041956823701817, 22.885845763050725, 22.7273947651425, 22.566576540983117, 22.403364346147274, 22.2377320573377, 22.069654253724543, 21.899106303240544, 21.72606445400276, 21.550505931024873, 21.37240903837544, 21.191753266926337, 21.00851940782214, 20.822689671785174, 20.634247814351298, 20.443179267109354, 20.249471274990892, 20.053113039626886, 19.854095868754115, 19.652413331615364, 19.448061420254437, 19.24103871655886, 19.031346564849805, 18.818989249760083, 18.603974179076733, 18.38631207115462, 18.166017146431866, 17.943107322495973, 17.717604412062418, 17.489534323134446, 17.258927260514383, 17.025817927733932, 16.790245728363, 16.552254965545615, 16.31189503849702, 16.069220634580333, 15.824291915464245, 15.57717469574741, 15.327940612321761, 15.076667282637498, 14.82343844992965, 14.568344113371417, 14.31148064103608, 14.052950863479051, 13.792864145698077, 13.531336435195076, 13.268490283850669, 13.004454841335283, 12.739365817821513, 12.473365413833884, 12.206602215177439, 11.939231051027052, 11.67141281343816, 11.403314236756781, 11.137763146566664, 10.874907858131726, 10.614854009580108, 10.357719521730754, 10.103610770654841, 9.852632206433869, 9.60488210284098, 9.360453981421305, 9.119435803108392, 8.881910063222376, 8.647953572334707, 8.417637387036601, 8.19102671771211, 7.968180876561492, 7.749153242970432, 7.533991253824096, 7.322736415482578, 7.115424337667183, 6.912084788134688, 6.712741767303216, 6.517413601752501, 6.326113055469118, 6.138847457614328, 5.95561884553136, 5.7764241216575565, 5.601255222971625, 5.430099301584682, 5.262938915075934, 5.099752225178729, 4.940513203439628, 4.785191842501025, 4.633754371695616, 4.486163475687746, 4.342378514951064, 4.202355746932822, 4.0660485468217145, 3.933407626906768, 3.8043812535889674, 3.6789154611834136, 3.556954261727541, 3.4384398500886753, 3.3233128037419055, 3.211512276665506, 3.102976186875788, 2.9976413971954656, 2.895443888918996, 2.796318928104511, 2.7002012242845357, 2.6070250814464684, 2.516724541188581, 2.4292335180079894, 2.344485926723579, 2.262415802079219, 2.1829574106108347, 2.1060453548951172, 2.0316146703278832, 1.9596009146065685, 1.8899402501142164, 1.8225695194216658, 1.7574263141408846, 1.6944490373754448, 1.6335769600245256, 1.5747502712044779, 1.517910123057355, 1.4629986702189415, 1.409959104220014, 1.3587356830940085, 1.309273756462131, 1.2615197863634426, 1.215421364092753, 1.1709272233033963, 1.1279872496253631, 1.0865524870418735, 1.0465751412595448, 1.0080085802988297, 0.9708073325226093, 0.9349270823117194, 0.9003246635869219, 0.8669580513674765, 0.8347863515470555, 0.8037697890583867, 0.7738696945887467, 0.7450484899992799, 0.7172696725921712, 0.6904977983609593, 0.6646984643507668, 0.6398382902470016, 0.6158848993031184, 0.5928068987103848, 0.5705738595052398, 0.5491562961028108, 0.5285256455384323, 0.5086542464926275, 0.489515318168926, 0.4710829390881528, 0.4533320258573563, 0.43623831196642116, 0.4197783266605585, 0.40392937393231565, 0.3886695116724775, 0.3739775310152285, 0.359832935909203, 0.3462159229425618, 0.3331073614469833, 0.32048877390243113, 0.3083423166617579, 0.29665076101160615, 0.2853974745836653, 0.27456640312812547, 0.26414205265913154, 0.254109471980162, 0.24445423559553903 ], "yaxis": "y" }, { "hovertemplate": "Rates=Michaelis_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "Michaelis_rate", "line": { "color": "yellow", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "Michaelis_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 34.656188605108056, 34.56429927238216, 34.528950139369584, 34.527380012921554, 34.52659920377751, 34.525820487014535, 34.52504385604376, 34.52426930429713, 34.52349682522738, 34.52271870776466, 34.52193493076418, 34.52114547339685, 34.52035031515837, 34.51954943587838, 34.51874281572977, 34.51793043523802, 34.517112275290636, 34.516288317146746, 34.51545854244673, 34.514622933221915, 34.513781471904444, 34.51293414133715, 34.512080924783525, 34.51122180593783, 34.510356768935196, 34.509485798361865, 34.50860887926547, 34.507725997165444, 34.50683713806337, 34.50594228845355, 34.50504143533351, 34.50413456621469, 34.503221669133026, 34.50230273265974, 34.501377745912094, 34.50044669856418, 34.49950958085785, 34.49856638361349, 34.4976170982411, 34.496661716751106, 34.49570023176542, 34.4947326365284, 34.49375892491788, 34.492779091456185, 34.491793131321124, 34.49080104035705, 34.48980281508582, 34.488798452717845, 34.487787951163014, 34.48677130904171, 34.485748525695634, 34.48471960119878, 34.48368453636823, 34.4826433327749, 34.481595992754315, 34.480542519417234, 34.47948291666025, 34.47841718917628, 34.477345342464936, 34.476267382842885, 34.47518331745403, 34.4740931542796, 34.472996902148104, 34.47189457074514, 34.47078617062315, 34.469671713210865, 34.468551210822746, 34.46742467666814, 34.46629212486033, 34.46515357042534, 34.46400902931059, 34.462858518393254, 34.46170205548852, 34.460539659357465, 34.45937134971482, 34.4581971472364, 34.45701707356626, 34.45583115132365, 34.454639404109514, 34.45344185651292, 34.452238534116894, 34.4510294635042, 34.44981467226254, 34.44859418898955, 34.447368043297345, 34.44613626581672, 34.444898888200946, 34.443655943129116, 34.44240746430915, 34.44115348648023, 34.43989404541493, 34.438629177920774, 34.43735892184132, 34.43608331605681, 34.434802400484216, 34.43351621607685, 34.43222480482337, 34.43092820974624, 34.42962647489963, 34.42831964536673, 34.427007767256434, 34.42569088769946, 34.42436905484376, 34.423042317849344, 34.42171072688243, 34.42037433310889, 34.419033188686996, 34.417687346759514, 34.41633686144502, 34.41498178782846, 34.41362218195104, 34.41225810079926, 34.41088960229318, 34.40951674527395, 34.408139589490425, 34.406758195585056, 34.40537262507886, 34.40398294035558, 34.40258920464496, 34.401191482005125, 34.3997898373041, 34.398384336200415, 34.396975045122744, 34.39556203124867, 34.39414536248251, 34.3927251074321, 34.39130133538473, 34.38987411628206, 34.38844352069399, 34.387009619791634, 34.38557248531926, 34.38413218956518, 34.38268880533168, 34.3812424059039, 34.379793065017665, 34.37834085682635, 34.37688585586662, 34.375428137023185, 34.37396777549251, 34.372504846745436, 34.3710394264888, 34.369571590625974, 34.36810141521635, 34.36662897643385, 34.36515435052428, 34.363677613761716, 34.36219884240386, 34.36071811264633, 34.35923550057591, 34.357751082122874, 34.35626493301219, 34.35477712871381, 34.353287744391935, 34.351796854853305, 34.35030453449457, 34.348810857248665, 34.3473158965303, 34.34581972518049, 34.344322415410275, 34.34282403874349, 34.34132466595871, 34.33982436703041, 34.33832321106929, 34.3368212662618, 34.335318599808986, 34.33381527786456, 34.33231136547233, 34.330806926502916, 34.32930202358993, 34.32779671806549, 34.32629106989523, 34.32478513761275, 34.32327897825371, 34.32177264728933, 34.32026619855965, 34.31875968420633, 34.31725315460526, 34.315746658298806, 34.314240241927955, 34.31273395016423, 34.311227825641545, 34.309721908887994, 34.30821623825764, 34.3067108498624, 34.305205777503936, 34.3037010526059, 34.30219670414622, 34.30069275858979, 34.29918923982147, 34.29768616907954, 34.29618356488955, 34.29468144299879, 34.2931798163113, 34.2916786948236, 34.29017808556112, 34.28867799251542, 34.287178416582314, 34.285679355500896, 34.284180803793575, 34.28268275270719, 34.28118519015521, 34.27968810066123, 34.27819146530366, 34.27669526166174, 34.27519946376308, 34.27370404203251, 34.27220896324257, 34.270714190465625, 34.26921968302753, 34.26772539646318, 34.26623128247371, 34.26473728888569, 34.2632433596121, 34.26174943461541, 34.2602554498726, 34.25876133734234, 34.25726702493423, 34.25577243648032, 34.25427749170885, 34.25278210622027, 34.25128619146559, 34.24978965472715, 34.24829239910178, 34.246794323486434, 34.24529532256631, 34.24379528680552, 34.24229410244027, 34.24079165147468, 34.239287811679134, 34.237782456591304, 34.23627545551981, 34.23476667355045, 34.233255971555224, 34.231743206203824, 34.23022822997796, 34.22871089118822, 34.227191033993606, 34.225668498423694, 34.22414312040341, 34.22261473178036, 34.22108316035477, 34.21954822991191, 34.21800976025699, 34.21646756725261, 34.21492146285846, 34.213371255173556, 34.211816748480594, 34.21025774329268, 34.20869403640221, 34.207125420931796, 34.205551686387366, 34.20397261871307, 34.20238800034818, 34.20079761028576, 34.199201224133034, 34.19759861417338, 34.19598954942983, 34.194373795730016, 34.192751115772374, 34.191121269193644, 34.189484012637394, 34.18783909982351, 34.18618628161865, 34.18452530610733, 34.1828559186637, 34.18117786202379, 34.17949087635814, 34.17779469934465, 34.17608906624162, 34.17437370996064, 34.17264836113943, 34.17091274821438, 34.16916659749265, 34.16740963322372, 34.16564157767029, 34.16386215117832, 34.162071072246135, 34.16026805759246, 34.15845282222322, 34.15662507949702, 34.154784541189166, 34.152930917554045, 34.15106391738583, 34.14918324807734, 34.14728861567698, 34.14537972494354, 34.143456279398904, 34.14151798137842, 34.139564532078936, 34.137595631604306, 34.13561097900837, 34.13361027233527, 34.13159320865698, 34.12955948410809, 34.12750879391762, 34.12544083243795, 34.12335529317068, 34.12125186878942, 34.11913025115953, 34.11699013135455, 34.1148311996696, 34.11265314563141, 34.11045565800519, 34.10823842479815, 34.106001133259795, 34.10374346987889, 34.101465120377185, 34.0991657696998, 34.096845102002376, 34.09450280063498, 34.092138548122776, 34.08975202614353, 34.08734291550192, 34.084910896100745, 34.082455646909146, 34.079976845927675, 34.077474170150566, 34.074947295524964, 34.072395896907494, 34.06981964801792, 34.06721822139021, 34.06459128832104, 34.06193851881565, 34.05925958153139, 34.05655414371887, 34.05382187116083, 34.05106242810886, 34.04827547721806, 34.04546067947974, 34.04261769415211, 34.03974617868934, 34.03684578866882, 34.03391617771684, 34.03095699743279, 34.0279678973119, 34.024948524666705, 34.02189852454727, 34.01881753966024, 34.0157052102869, 34.012561174200236, 34.0093850665811, 34.006176519933625, 34.002935163999865, 33.999660625673826, 33.99635252891488, 33.99301049466072, 33.98963414073984, 33.98622308178362, 33.98277692913809, 33.979295290775454, 33.97577777120534, 33.972223971385844, 33.96863348863453, 33.9650059165392, 33.96134084486864, 33.95763785948334, 33.953896542246135, 33.950116470932834, 33.946297219142885, 33.94243835621003, 33.93853944711296, 33.93460005238601, 33.93061972802986, 33.926598025422244, 33.922534491228646, 33.918428667313, 33.91428009064837, 33.9100882932275, 33.90585280197341, 33.901573138649795, 33.89724881977131, 33.89287935651377, 33.88846425462404, 33.88400301432978, 33.87949513024889, 33.87494009129867, 33.87033738060458, 33.86568647540868, 33.860986846977575, 33.8562379605099, 33.85143927504328, 33.84659024336075, 33.841690311896414, 33.83673892064065, 33.831735503044335, 33.82667948592257, 33.82157028935731, 33.81640732659933, 33.81119000396915, 33.80591772075701, 33.80058986912182, 33.79520583398904, 33.789764992947376, 33.784266716144394, 33.77871036618077, 33.77309529800336, 33.7674208587969, 33.76168638787429, 33.75589121656549, 33.75003466810489, 33.744116057517175, 33.7381346915016, 33.73208986831461, 33.72598087765079, 33.71980700052209, 33.71356750913527, 33.70726166676746, 33.70088872763997, 33.694447936790006, 33.68793852994054, 33.68135973336811, 33.674710763768516, 33.667990828120445, 33.661199123546886, 33.65433483717434, 33.64739714598974, 33.640385216695094, 33.63329820555967, 33.62613525826981, 33.61889550977631, 33.611578084139154, 33.604182094369754, 33.59670664227055, 33.58915081827183, 33.581513701265926, 33.573794358438505, 33.565991845097045, 33.55810520449637, 33.55013346766122, 33.54207565320577, 33.53393076715004, 33.52569780273315, 33.51737574022335, 33.50896354672473, 33.500460175980585, 33.49186456817337, 33.48317564972109, 33.474392333070206, 33.465513516484826, 33.45653808383222, 33.44746490436455, 33.43829283249667, 33.429020707580044, 33.41964735367262, 33.41017157930457, 33.400592177239844, 33.39090792423349, 33.3811175807845, 33.371219890884326, 33.36121358176074, 33.3510973636171, 33.340869929366896, 33.330529954363406, 33.320076096124424, 33.30950699405199, 33.29882126914695, 33.28801752371822, 33.277094341086745, 33.26605028528399, 33.25488390074475, 33.24359371199439, 33.232178223330116, 33.2206359184964, 33.208965260354276, 33.19716469054446, 33.18523262914408, 33.17316747431705, 33.16096760195765, 33.14863136532755, 33.13615709468586, 33.123543096912066, 33.110787655121875, 33.09788902827571, 33.08484545077963, 33.071655132078654, 33.058316256242215, 33.04482698154161, 33.03118544001934, 33.01738973705, 33.003437950892724, 32.98932813223488, 32.97505830372685, 32.96062645950772, 32.94603056472172, 32.931268555025035, 32.91633833608307, 32.901237783057695, 32.88596474008433, 32.870517019738784, 32.85489240249337, 32.83908863616231, 32.823103435336016, 32.8069344808041, 32.79057941896681, 32.77403586123466, 32.757301383416056, 32.74037352509249, 32.723249788981185, 32.70592764028485, 32.68840450602826, 32.67067777438139, 32.6527447939687, 32.634602873164546, 32.616249279373946, 32.597681238298925, 32.5788959331896, 32.55989050408009, 32.54066204700857, 32.52120761322142, 32.501524208360884, 32.481608791635956, 32.461458274976174, 32.44106952216786, 32.420439347972454, 32.39956451722656, 32.378441743923226, 32.35706769027418, 32.3354389657524, 32.31355212611485, 32.29140367240462, 32.268990049932334, 32.24630764723613, 32.2233527950199, 32.20012176506917, 32.17661076914426, 32.152815957850194, 32.128733419482735, 32.10435917885022, 32.0796891960705, 32.054719365342564, 32.029445513692174, 32.00386339969114, 31.977968712149405, 31.95175706877963, 31.92522401483354, 31.89836502170936, 31.871175485529992, 31.843650725691, 31.815785983378024, 31.787576420052815, 31.75901711590736, 31.730103068285313, 31.700829190070245, 31.67119030803982, 31.641181161185372, 31.61079639899613, 31.580030579707362, 31.548878168511806, 31.517333535733574, 31.48539095496385, 31.453044601157707, 31.420288548691175, 31.38711676937797, 31.35352313044499, 31.319501392465973, 31.28504520725244, 31.25014811570128, 31.21480354559813, 31.179004809375904, 31.142745101827586, 31.10601749777271, 31.06881494967664, 31.031130285222044, 30.992956204831735, 30.954285279142248, 30.915109946427453, 30.87542250997149, 30.835215135390385, 30.794479847901755, 30.753208529541897, 30.711392916329824, 30.66902459537756, 30.626095001946233, 30.582595416447585, 30.538516961390297, 30.49385059827091, 30.448587124409, 30.40271716972624, 30.35623119346929, 30.309119480876372, 30.261372139787394, 30.21297909719787, 30.163930095756555, 30.11421469020732, 30.06382224377537, 30.01274192449851, 29.960962701504013, 29.908473341231833, 29.855262403605227, 29.801318238149765, 29.74662898006214, 29.69118254623023, 29.634966631206147, 29.577968703134236, 29.52017599963627, 29.461575523656254, 29.40215403926775, 29.341898067446667, 29.2807938818131, 29.218827504345928, 29.155984701074487, 29.092250977751775, 29.027611575514463, 28.96205146653512, 28.89555534967284, 28.828107646128867, 28.75969249511444, 28.69029374953882, 28.619894971725945, 28.54847942916912, 28.476030090333698, 28.402529620518777, 28.327960377789577, 28.252304408993353, 28.17554344587246, 28.09765890128956, 28.018631865580748, 27.938443103053917, 27.85707304865084, 27.774501804792713, 27.690709138430638, 27.605674478323813, 27.519376912570024, 27.431795186414632, 27.342907700366375, 27.25269250864977, 27.161127318026686, 27.0681894870211, 26.973856025583956, 26.878103595237157, 26.780908509738534, 26.682246736312084, 26.582093897490967, 26.48042527362346, 26.3772158060955, 26.27244010132648, 26.166072435598807, 26.05808676078494, 25.948456711039842, 25.837155610530566, 25.724156482278605, 25.609432058195512, 25.49295479039608, 25.374696863878523, 25.25463021066554, 25.13272652550521, 25.008957283235656, 24.8832937579226, 24.755707043884104, 24.62616807872238, 24.49464766848767, 24.36111651510489, 24.225545246199047, 24.08790444746099, 23.948164697700193, 23.806296606736844, 23.662270856290224, 23.51605824402539, 23.36762973092455, 23.216956492153855, 23.064009971599667, 22.90876194025171, 22.751184558612685, 22.591250443315715, 22.42893273813141, 22.264205189546104, 22.097042227091006, 21.927419048598917, 21.755311710560687, 21.58069722374674, 21.403553654250818, 21.223860230102304, 21.04159745358013, 20.856747219345493, 20.669292938491697, 20.479219668587053, 20.28651424976129, 20.091165446856166, 19.893164097627338, 19.692503266946492, 19.489178406909915, 19.283187522712, 19.07453134408933, 18.86321350208249, 18.649240710799234, 18.432622953792663, 18.21337367459294, 17.99150997084976, 17.76705279145589, 17.540027135929655, 17.310462255236278, 17.07839185312545, 16.843854286955256, 16.60689276686183, 16.367555552020416, 16.125896142627973, 15.881973466121353, 15.635852056029679, 15.387602221746638, 15.137300207399699, 14.885028337890775, 14.630875150089102, 14.374935507074042, 14.1173106932562, 13.858108488152318, 13.59744321655535, 13.335435772829538, 13.072213617073494, 12.807910740935469, 12.542667600936772, 12.276631017264435, 12.009954036134465, 11.74279575400498, 11.475321102134789, 11.207700590238884, 10.942777992266695, 10.680672222666969, 10.421499897766966, 10.165372035772966, 9.912395120839252, 9.662670324291684, 9.416293531244438, 9.173355067940934, 8.933939582790838, 8.698125900369542, 8.465986919852998, 8.237589530640218, 8.0129945554151, 7.792256716587904, 7.575424627071715, 7.362540804314027, 7.1536417070089335, 6.948757793545285, 6.747913601195819, 6.5511278449136485, 6.358413534513557, 6.169778108931379, 5.985223586190332, 5.804746727653489, 5.628339215107882, 5.455987839207163, 5.287674697795437, 5.123377402644238, 4.963069293156434, 4.806719655624212, 4.654293946671815, 4.5057540195664325, 4.361058352141141, 4.220162275140852, 4.083018199874734, 3.9495758441351665, 3.8197824554229536, 3.6935830306001143, 3.5709205311741803, 3.451736093500398, 3.3359692332701147, 3.223558043733732, 3.1144393871846394, 3.008549079305743, 2.905822066052155, 2.806192592811936, 2.7095943656511743, 2.6159607045098863, 2.5252246882711527, 2.437319291677367, 2.3521775141145596, 2.2697325003283626, 2.189917653173518, 2.1126667385328317, 2.037913982571473, 1.9655941615185069, 1.8956426841898393, 1.8279956674854974, 1.7625900051095873, 1.6993634297736104, 1.6382545691533061, 1.5792029958760212, 1.5221492718200775, 1.4670349870098858, 1.4138027933908746, 1.3623964337669046, 1.3127607661798826, 1.264841784006987, 1.2185866320454557, 1.1739436188484236, 1.1308622255679868, 1.0892931115536721, 1.0491881169459318, 1.0105002624952661, 0.973183746828261, 0.937193941372243, 0.9024873831405634, 0.8690217655707521, 0.8367559275980184, 0.8056498411368908, 0.775664597134222, 0.7467623903473872, 0.7189065029923108, 0.6920612873970097, 0.6661921477876569, 0.6412655213257695, 0.6172488585070397, 0.5941106030245427, 0.5718201711916167, 0.5503479310125831, 0.529665180982693, 0.5097441286922328, 0.4905578693036017, 0.4720803639643731, 0.45428641821388593, 0.43715166043574105, 0.42065252040372836, 0.4047662079641471, 0.38947069189320715, 0.3747446789642003, 0.36056759325539645, 0.3469195557261373, 0.33378136408536285, 0.32113447297379505, 0.30896097447821785, 0.2972435789937102, 0.28596559644730507, 0.27511091789435393, 0.2646639974968523, 0.25460983489113065, 0.2449339579506131, 0.23562240594779654 ], "yaxis": "y" }, { "hovertemplate": "Rates=Morrison_rate
S=%{x}
dP/dt=%{y}", "legendgroup": "Morrison_rate", "line": { "color": "orange", "dash": "solid", "shape": "linear" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "Morrison_rate", "showlegend": true, "type": "scattergl", "x": [ 20, 19.82, 19.7513642, 19.748323334063205, 19.746811385604904, 19.745303651274448, 19.74380011698267, 19.742300768690143, 19.740805592406996, 19.739299664010574, 19.737782946077992, 19.73625540183941, 19.73471699519555, 19.733167690735375, 19.73160745375395, 19.730036250270466, 19.72845404704642, 19.72686081160395, 19.725256512244332, 19.72364111806663, 19.722014598986487, 19.720376925755048, 19.718728069978045, 19.717068004134997, 19.71539670159854, 19.713714136653888, 19.7120202845184, 19.710315121361266, 19.708598624323308, 19.70687077153686, 19.705131542145747, 19.703380916325372, 19.70161887530285, 19.69984540137724, 19.69806047793983, 19.696264089494477, 19.69445622167801, 19.692636861280654, 19.6908059962665, 19.688963615794002, 19.68710971023646, 19.685244271202546, 19.683367291556802, 19.681478765440122, 19.679578688290203, 19.677667056861985, 19.67574386924801, 19.67380912489874, 19.671862824642794, 19.669904970707115, 19.66793556673702, 19.665954617816155, 19.66396213048632, 19.661958112767163, 19.65994257417572, 19.65791552574579, 19.655876980047132, 19.653826951204465, 19.651765454916262, 19.64969250847331, 19.647608130777044, 19.645512342357595, 19.6434051653916, 19.64128662371968, 19.639156742863634, 19.637015550043298, 19.634863074193053, 19.632699345977965, 19.63052439780955, 19.628338263861117, 19.626140980082724, 19.623932584215638, 19.621713115806365, 19.619482616220182, 19.61724112865417, 19.614988698149702, 19.61272537160439, 19.61045119778347, 19.608166227330553, 19.60587051277781, 19.603564108555453, 19.601247071000618, 19.59891945836549, 19.596581330824765, 19.594232750482345, 19.59187378137727, 19.58950448948889, 19.587124942741166, 19.584735211006205, 19.582335366106857, 19.57992548181847, 19.57750563386971, 19.575075899942423, 19.572636359670557, 19.570187094638065, 19.567728188375785, 19.56525972635727, 19.56278179599355, 19.56029448662678, 19.557797889522753, 19.555292097862257, 19.55277720673125, 19.55025331310981, 19.547720515859865, 19.545178915711627, 19.542628615248752, 19.540069718892177, 19.537502332882596, 19.534926565261575, 19.532342525851266, 19.52975032623268, 19.527150079722528, 19.52454190134857, 19.521925907823466, 19.519302217517104, 19.51667095042737, 19.514032228149343, 19.511386173842908, 19.50873291219872, 19.50607256940255, 19.503405273097968, 19.500731152347306, 19.498050337590964, 19.49536296060496, 19.492669154456753, 19.489969053459287, 19.487262793123293, 19.484550510107752, 19.48183234216859, 19.479108428105533, 19.476378907707133, 19.473643921693945, 19.470903611659853, 19.46815812001153, 19.46540758990602, 19.462652165186455, 19.459891990315867, 19.45712721030913, 19.454357970663015, 19.451584417284323, 19.44880669641618, 19.446024954562404, 19.443239338409995, 19.440449994749777, 19.437657070395137, 19.434860712098935, 19.432061066468545, 19.429258279879086, 19.42645249838481, 19.423643867628712, 19.42083253275037, 19.418018638291997, 19.415202328102776, 19.412383745241506, 19.40956303187755, 19.406740329190143, 19.403915777266096, 19.401089514995913, 19.398261679968382, 19.395432408363657, 19.392601834844903, 19.38977009244852, 19.386937312473012, 19.384103624366563, 19.381269155613342, 19.378434031618614, 19.375598375592723, 19.37276230843399, 19.36992594861061, 19.367089412041587, 19.364252811976808, 19.361416258876318, 19.35857986028885, 19.355743720729723, 19.352907941558165, 19.35007262085414, 19.347237853294786, 19.344403730030535, 19.341570338561013, 19.338737762610805, 19.335906082005184, 19.33307537254592, 19.33024570588723, 19.327417149411996, 19.32458976610838, 19.321763614446887, 19.318938748258002, 19.31611521661057, 19.313293063690928, 19.310472328683005, 19.30765304564942, 19.30483524341376, 19.302018945444107, 19.29920416973799, 19.2963909287088, 19.293579229073885, 19.290769071744368, 19.28796045171686, 19.285153357967168, 19.282347773346125, 19.27954367447768, 19.276741031659345, 19.27393980876516, 19.27113996315125, 19.268341445564143, 19.265544200051956, 19.26274816387853, 19.259953267440725, 19.257159434188875, 19.254366580550624, 19.251574615858193, 19.248783442279215, 19.245992954751237, 19.24320304092001, 19.24041358108166, 19.237624448128834, 19.234835507500932, 19.232046617138526, 19.22925762744202, 19.226468381234696, 19.223678713730145, 19.220888452504255, 19.218097417471743, 19.215305420867352, 19.212512267231766, 19.20971775340226, 19.206921668508198, 19.204123793971373, 19.201323903511234, 19.19852176315507, 19.195717131253126, 19.192909758498672, 19.190099387953104, 19.187285755075983, 19.184468587760065, 19.181647606371314, 19.178822523793848, 19.17599304547982, 19.17315886950417, 19.17031968662424, 19.167475180344155, 19.164625026983966, 19.161768895753436, 19.158906448830418, 19.156037341443746, 19.153161221960527, 19.150277731977738, 19.147386506418034, 19.144487173629628, 19.14157935549013, 19.138662667514208, 19.135736718964917, 19.132801112968572, 19.12985544663298, 19.12689931116888, 19.123932292014416, 19.120953968962468, 19.117963916290638, 19.114961702893723, 19.111946892418462, 19.108919043400334, 19.105877709402236, 19.102822439154803, 19.099752776698136, 19.096668261524737, 19.09356842872342, 19.090452809123928, 19.087320929442093, 19.084172312425217, 19.081006476997494, 19.077822938405205, 19.07462120836145, 19.07140079519015, 19.06816120396913, 19.064901936671962, 19.0616224923084, 19.058322367063106, 19.05500105443247, 19.051658045359254, 19.048292828364854, 19.044904889678936, 19.04149371336621, 19.03805878145016, 19.034599574033447, 19.03111556941485, 19.027606244202516, 19.02407107342327, 19.020509530627884, 19.016921087992074, 19.01330521641304, 19.009661385601444, 19.005989064168592, 19.002287719708754, 18.99855681887644, 18.994795827458514, 18.991004210441044, 18.987181432070795, 18.983326955911235, 18.979440244893016, 18.975520761358855, 18.971567967102718, 18.967581323403333, 18.96356029105193, 18.959504330374248, 18.95541290124674, 18.95128546310704, 18.947121474958678, 18.94292039537004, 18.938681682467696, 18.934404793924042, 18.930089186939416, 18.925734318218684, 18.92133964394243, 18.91690461973282, 18.91242870061423, 18.907911340968813, 18.90335199448703, 18.89875011411337, 18.89410515198735, 18.889416559379942, 18.88468378662558, 18.87990628304994, 18.875083496893627, 18.870214875231945, 18.86529986389093, 18.860337907359835, 18.85532844870026, 18.85027092945206, 18.8451647895363, 18.8400094671554, 18.834804398690654, 18.829549018597355, 18.824242759297693, 18.81888505107162, 18.81347532194588, 18.808012997581386, 18.802497501159138, 18.796928253264863, 18.791304671772544, 18.78562617172704, 18.779892165225938, 18.774102061300844, 18.768255265798217, 18.762351181259955, 18.75638920680386, 18.75036873800411, 18.744289166771914, 18.738149881236435, 18.731950265626132, 18.725689700150635, 18.719367560883242, 18.71298321964415, 18.70653604388453, 18.700025396571476, 18.693450636073997, 18.686811116050013, 18.6801061853345, 18.67333518782881, 18.666497462391195, 18.659592342728622, 18.652619157289852, 18.645577229159862, 18.638465875955596, 18.631284409723083, 18.624032136835908, 18.616708357895046, 18.609312367630064, 18.601843454801664, 18.594300902105562, 18.5866839860777, 18.578991977000722, 18.571224138811758, 18.56337972901141, 18.555457998573953, 18.547458191858713, 18.53937954652255, 18.531221293433457, 18.522982656585175, 18.514662853012805, 18.5062610927094, 18.497776578543434, 18.489208506177118, 18.48055606398556, 18.47181843297665, 18.46299478671166, 18.45408429122651, 18.44508610495365, 18.435999378644485, 18.426823255292344, 18.417556870055908, 18.40819935018305, 18.39874981493509, 18.38920737551137, 18.379571134974118, 18.36984018817362, 18.36001362167356, 18.35009051367659, 18.340069933950044, 18.32995094375176, 18.319732595756026, 18.309413933979553, 18.298993993707526, 18.288471801419647, 18.27784637471617, 18.267116722243916, 18.25628184362223, 18.245340729368884, 18.23429236082589, 18.223135710085224, 18.21186973991444, 18.200493403682177, 18.189005645283522, 18.17740539906526, 18.165691589750978, 18.153863132366016, 18.141918932162287, 18.129857884542947, 18.117678874986908, 18.10538077897321, 18.092962461905245, 18.08042277903485, 18.067760575386252, 18.054974685679873, 18.042063934256028, 18.029027134998493, 18.015863091257973, 18.002570595775452, 17.989148430605468, 17.975595367039304, 17.96191016552811, 17.94809157560597, 17.934138335812936, 17.920049173618022, 17.905822805342197, 17.891457936081387, 17.87695325962948, 17.862307458401393, 17.847519203356175, 17.832587153920215, 17.817509957910524, 17.802286251458135, 17.786914658931664, 17.77139379286101, 17.755722253861254, 17.739898630556777, 17.723921499505586, 17.707789425123927, 17.691500959611172, 17.67505464287504, 17.65844900245713, 17.641682553458867, 17.62475379846784, 17.60766122748455, 17.59040331784967, 17.572978534171803, 17.55538532825574, 17.537622139031345, 17.519687392483025, 17.50157950157985, 17.483296866206384, 17.464837873094222, 17.446200895754327, 17.42738429441017, 17.408386415931748, 17.389205593770484, 17.36984014789513, 17.35028838472863, 17.33054859708608, 17.310619064113776, 17.29049805122945, 17.270183810063696, 17.249674578402708, 17.228968580132342, 17.20806402518358, 17.186959109479456, 17.165652014883516, 17.144140909149872, 17.122423945874925, 17.100499264450818, 17.078364990020706, 17.05601923343591, 17.033460091215044, 17.010685645505163, 16.987693964045068, 16.96448310013081, 16.941051092583503, 16.91739596571952, 16.89351572932318, 16.869408378622026, 16.845071894264773, 16.820504242302043, 16.795703374170003, 16.77066722667698, 16.745393721993207, 16.719880767643776, 16.694126256504955, 16.668128066803956, 16.6418840621223, 16.615392091402917, 16.588649988961077, 16.561655574499348, 16.534406653126656, 16.506901015381658, 16.479136437260525, 16.451110680249325, 16.422821491361148, 16.394266603178153, 16.365443733898676, 16.33635058738962, 16.306984853244266, 16.2773442068457, 16.24742630943607, 16.217228808191827, 16.1867493363052, 16.15598551307208, 16.124934943986524, 16.093595220842147, 16.061963921840558, 16.030038611707134, 15.997816841814346, 15.965296150312899, 15.932474062270918, 15.89934808982148, 15.865915732318728, 15.83217447650287, 15.79812179667434, 15.76375515487743, 15.729072001093671, 15.694069773445321, 15.658745898409238, 15.62309779104151, 15.587122855213149, 15.550818483857249, 15.514182059227918, 15.477210953171411, 15.439902527409814, 15.402254133837689, 15.364263114832099, 15.325926803576422, 15.287242524398392, 15.248207593122823, 15.208819317439454, 15.169074997286428, 15.128971925249846, 15.088507386979948, 15.047678661624392, 15.006483022279204, 14.964917736457918, 14.922980066579498, 14.880667270475596, 14.837976601917768, 14.79490531116525, 14.751450645533941, 14.707609849987236, 14.663380167749382, 14.618758840942066, 14.573743111244918, 14.52833022058069, 14.482517411825857, 14.436301929547398, 14.389681020766597, 14.342651935750643, 14.2952119288329, 14.247358259262715, 14.199088192085648, 14.150398999055069, 14.10128795957603, 14.051752361682437, 14.001789503048473, 13.95139669203534, 13.900571248774368, 13.84931050628756, 13.797611811646737, 13.74547252717238, 13.692890031673395, 13.639861721728993, 13.586385013013938, 13.532457341668449, 13.478076165714057, 13.423238966516799, 13.3679432502991, 13.312186549701794, 13.25596642539774, 13.199280467758516, 13.142126298575757, 13.084501572838686, 13.026403980569473, 12.967831248718074, 12.908781143118244, 12.849251470506463, 12.789240080605563, 12.728744868274864, 12.667763775728698, 12.60629479482521, 12.544335969427403, 12.481885397838402, 12.418941235312984, 12.355501696647428, 12.291565058849834, 12.227129663893036, 12.16219392155233, 12.096756312330248, 12.030815390470659, 11.964369787064506, 11.897418213249543, 11.82995946350645, 11.761992419053753, 11.693516051343991, 11.624529425663631, 11.555031704839212, 11.485022153052267, 11.41450013976556, 11.343465143763211, 11.271916757307283, 11.199854690413401, 11.127278775248007, 11.05418897064981, 10.980585366778008, 10.90646818988984, 10.831837807249949, 10.756694732174113, 10.68103962920971, 10.60487331945536, 10.528196786022042, 10.451011179637934, 10.373317824399127, 10.295118223668254, 10.216414066122976, 10.137207231956076, 10.057499799228827, 9.977294050379049, 9.896592478885129, 9.815397796087023, 9.73371293816502, 9.651541073276782, 9.568885608852849, 9.485750199050507, 9.40213875236549, 9.31805543940063, 9.233504700790132, 9.148491255277603, 9.063020107945553, 8.977096558593377, 8.890726210260345, 8.803914977889331, 8.716669097126386, 8.628995133250395, 8.54089999022625, 8.452390919874063, 8.363475531145916, 8.27416179950065, 8.184458076365992, 8.09437309867618, 8.003915998471877, 7.913096312547859, 7.821923992132409, 7.730409412580846, 7.63856338306392, 7.546397156230046, 7.453922437818488, 7.361151396198629, 7.26809667180839, 7.174771386462663, 7.08118915250035, 6.987364081736179, 6.893310794180972, 6.799044426491425, 6.704580640107739, 6.6099356290346485, 6.515126127218463, 6.4201694154697835, 6.325083327878485, 6.22988625766442, 6.134597162404178, 6.039235568570972, 5.943821575321575, 5.84837585746099, 5.7529196675123835, 5.657474836816703, 5.5620637755834075, 5.466709471810839, 5.371435488992073, 5.276265962519592, 5.181225594699887, 5.086339648287189, 4.991633938443963, 4.897134823034717, 4.802869191159023, 4.708864449829607, 4.615148508701939, 4.521749762763044, 4.428697072889311, 4.336019744186037, 4.243747502025288, 4.151910465703605, 4.060539119647024, 3.9696642820981136, 3.879317071228084, 3.789528868626796, 3.7003312801345363, 3.611756093991923, 3.5238352362982175, 3.4366007237836884, 3.350084613918471, 3.2643189523986282, 3.179335718069721, 3.095166765369141, 3.0118437643906097, 2.9293981386974868, 2.847861001035708, 2.7672630871221044, 2.6876346877093003, 2.609005579154123, 2.5314049527421747, 2.454861343046624, 2.3801496723311693, 2.3072490125679965, 2.2361382644799974, 2.166795335803856, 2.099197541253845, 2.0333214873455763, 1.969143172671125, 1.9066380022370801, 1.8457808373560713, 1.786546032782444, 1.7289074795912693, 1.6728386465379572, 1.6183126223736544, 1.5653021579872846, 1.5137797085588325, 1.4637174754469, 1.4150874477022557, 1.3678614430500737, 1.322011148209809, 1.2775081584236998, 1.2343240160756848, 1.1924302482911493, 1.1517984034177569, 1.1124000862974468, 1.0742069922497466, 1.0371909396966448, 1.0013239013693336, 0.9665780340470683, 0.9329257067881221, 0.900339527622268, 0.8687923686833278, 0.8382573897690417, 0.8087080603237751, 0.7801181798473552, 0.7524618967406006, 0.7257137256048188, 0.6998485630187233, 0.6748417018218185, 0.650668843938344, 0.6273061117803402, 0.6047300582723234, 0.5829176755434392, 0.5618464023358274, 0.5414941301802909, 0.5218392083922495, 0.5028604479423936, 0.48453712425747, 0.46684897900725253, 0.449776220934013, 0.4332995257807353, 0.4174000353739447, 0.4020593559163798, 0.38725955554384933, 0.37298316119951797, 0.3592131548775792, 0.3459329692868284, 0.33312648298306974, 0.3207780150175974, 0.3088723191472092, 0.2973945776493573, 0.28633039478413735, 0.2756657899428763, 0.26538719052112175, 0.25548142455187073, 0.24593571313291893, 0.23673766268027127, 0.22787525703764364, 0.21933684947020832, 0.21111115456890384, 0.20318724008984498, 0.19555451875163998, 0.18820274001174947, 0.18112198184141334, 0.17430264251712446, 0.1677354324451495, 0.1614113660341832, 0.15532175362987768, 0.14945819352370962, 0.14381256404743822, 0.13837701576326164, 0.13314396375870127, 0.12810608005422747, 0.1232562861306881, 0.1185877455827087, 0.11409385690339935, 0.10976824640492669, 0.10560476127878597, 0.10159746279893786, 0.09774061967035359, 0.09402870152493853, 0.09045637256627623, 0.08701848536414954, 0.08371007479935069, 0.08052635215888619, 0.0774626993813119, 0.07451466345159818, 0.07167795094462093, 0.06894842271610001, 0.06632208873956175, 0.06379510308768176, 0.061363759056169885, 0.05902448442818674, 0.05677383687713018, 0.05460849950549892, 0.05252527651742696, 0.05052108902238657, 0.04859297096747615, 0.04673806519564305, 0.04495361962713774, 0.043236983561453946, 0.041585604096979235, 0.03999702266555944 ], "xaxis": "x", "y": [ 34.292188167431725, 34.292188167431725, 34.291024771551804, 34.290945126955485, 34.2909048373309, 34.29086431549764, 34.290823562203755, 34.29078257819528, 34.290741364215265, 34.29069950657114, 34.290656994933414, 34.29061381881115, 34.290569967550134, 34.290525430330405, 34.29048019616445, 34.29043425389391, 34.290387592188154, 34.29034019954152, 34.29029206427094, 34.29024317451337, 34.29019351822401, 34.29014308317273, 34.29009185694282, 34.29003982692762, 34.28998698032828, 34.28993330415126, 34.289878785205595, 34.28982341010055, 34.28976716524288, 34.28971003683405, 34.28965201086761, 34.289593073126994, 34.28953320918211, 34.28947240438701, 34.2894106438772, 34.289347912566626, 34.289284195145136, 34.289219476075566, 34.28915373959079, 34.289086969691084, 34.28901915014132, 34.28895026446775, 34.28888029595546, 34.288809227645366, 34.28873704233102, 34.288663722556, 34.288589250610926, 34.28851360853008, 34.28843677808899, 34.288358740801, 34.28827947791441, 34.28819897040926, 34.28811719899446, 34.28803414410484, 34.28794978589753, 34.287864104249685, 34.28777707875451, 34.28768868871885, 34.28759891315944, 34.28750773080056, 34.28741512007011, 34.287321059096726, 34.28722552570679, 34.28712849742137, 34.28702995145234, 34.2869298647, 34.28682821374968, 34.28672497486804, 34.28662012400072, 34.28651363676836, 34.28640548846416, 34.28629565404993, 34.28618410815342, 34.28607082506494, 34.28595577873444, 34.28583894276773, 34.285720290423924, 34.28559979461187, 34.285477427887145, 34.28535316244921, 34.28522697013727, 34.28509882242845, 34.284968690433494, 34.28483654489464, 34.28470235618165, 34.28456609428932, 34.28442772883409, 34.28428722905114, 34.284144563791365, 34.28399970151817, 34.28385261030472, 34.283703257830695, 34.283551611379636, 34.28339763783556, 34.28324130368054, 34.28308257499181, 34.28292141743828, 34.28275779627832, 34.28259167635708, 34.28242302210297, 34.28225179752564, 34.28207796621302, 34.28190149132857, 34.28172233560884, 34.28154046136062, 34.28135583045878, 34.281168404343326, 34.280978144017155, 34.28078501004369, 34.280588962544165, 34.28038996119584, 34.28018796522908, 34.2799829334254, 34.279774824115435, 34.279563595176405, 34.2793492040304, 34.27913160764194, 34.27891076251605, 34.27868662469685, 34.27845914976474, 34.27822829283538, 34.27799400855727, 34.277756251110574, 34.27751497420496, 34.27727013107836, 34.277021674495096, 34.27676955674477, 34.27651372964025, 34.276254144516834, 34.275990752230626, 34.275723503157444, 34.27545234719161, 34.275177233744515, 34.27489811174378, 34.27461492963258, 34.274327635367825, 34.27403617642017, 34.27374049977255, 34.273440551919705, 34.27313627886744, 34.272827626131885, 34.27251453873903, 34.27219696122377, 34.27187483763028, 34.27154811151066, 34.27121672592517, 34.27088062344175, 34.2705397461355, 34.27019403558905, 34.269843432891776, 34.26948787864029, 34.26912731293761, 34.26876167539419, 34.26839090512692, 34.26801494075974, 34.26763372042382, 34.2672471817574, 34.2668552619061, 34.266457897523125, 34.26605502476973, 34.265646579314854, 34.265232496336175, 34.264812710519855, 34.26438715606123, 34.26395576666462, 34.26351847554459, 34.26307521542511, 34.26262591854081, 34.262170516637, 34.26170894096977, 34.26124112230694, 34.2607669909275, 34.2602864766224, 34.25979950869488, 34.25930601596051, 34.25880592674715, 34.258299168895235, 34.25778566975811, 34.257265356201515, 34.25673815460394, 34.25620399085635, 34.25566279036201, 34.25511447803625, 34.2545589783058, 34.253996215108785, 34.25342611189386, 34.25284859161956, 34.25226357675351, 34.251670989271474, 34.25107075065645, 34.25046278189731, 34.24984700348733, 34.24922333542318, 34.24859169720247, 34.24795200782291, 34.24730418577919, 34.24664814906171, 34.245983815153565, 34.24531110102849, 34.244629923147215, 34.243940197455245, 34.24324183937925, 34.242534763823386, 34.24181888516606, 34.24109411725502, 34.24036037340425, 34.23961756638826, 34.238865608438246, 34.238104411236264, 34.23733388591017, 34.23655394302788, 34.23576449259129, 34.234965444029896, 34.2341567061943, 34.23333818734878, 34.2325097951646, 34.231671436711835, 34.230823018451346, 34.22996444622645, 34.229095625254274, 34.22821646011637, 34.227326854749236, 34.22642671243447, 34.22551593578839, 34.22459442675119, 34.22366208657588, 34.222718815816954, 34.22176451431821, 34.2207990812003, 34.219822414848046, 34.21883441289735, 34.21783497222147, 34.21682398891652, 34.215801358287905, 34.21476697483418, 34.21372073223271, 34.212662523323225, 34.2115922400917, 34.210509773653655, 34.20941501423726, 34.20830785116525, 34.2071881728374, 34.20605586671158, 34.204910819285445, 34.20375291607653, 34.202582041603, 34.20139807936296, 34.20020091181444, 34.19899042035385, 34.19776648529481, 34.196528985846264, 34.19527780009042, 34.194012804959605, 34.19273387621375, 34.19144088841675, 34.19013371491282, 34.18881222780206, 34.187476297916035, 34.186125794793135, 34.18476058665317, 34.18338054037176, 34.18198552145448, 34.180575394010695, 34.17915002072689, 34.17770926284047, 34.17625298011169, 34.17478103079715, 34.17329327162159, 34.17178955775034, 34.17026974276098, 34.16873367861494, 34.16718121562906, 34.16561220244671, 34.16402648600868, 34.16242391152396, 34.16080432244042, 34.15916756041533, 34.157513465285476, 34.15584187503707, 34.154152625776305, 34.15244555169863, 34.15072048505883, 34.14897725614045, 34.14721569322528, 34.14543562256301, 34.14363686833994, 34.14181925264911, 34.139982595458775, 34.13812671458163, 34.136251425644055, 34.13435654205486, 34.13244187497415, 34.13050723328267, 34.12855242354997, 34.12657725000389, 34.1245815144985, 34.12256501648361, 34.12052755297299, 34.118468918513216, 34.116388905152, 34.11428730240702, 34.112163897234396, 34.11001847399703, 34.10785081443328, 34.10566069762513, 34.10344789996677, 34.101212195132305, 34.09895335404483, 34.0966711448435, 34.09436533285271, 34.09203568054888, 34.08968194752934, 34.08730389047929, 34.08490126313956, 34.0824738162745, 34.080021297638616, 34.07754345194443, 34.075040020828624, 34.07251074281963, 34.06995535330374, 34.067373584491406, 34.06476516538365, 34.062129821737564, 34.05946727603225, 34.05677724743385, 34.05405945176052, 34.051313601447305, 34.04853940551034, 34.04573656951065, 34.04290479551803, 34.040043782073695, 34.03715322415373, 34.03423281313088, 34.03128223673632, 34.02830117902165, 34.02528932031893, 34.02224633720158, 34.01917190244418, 34.01606568498114, 34.01292734986621, 34.00975655822982, 34.0065529672368, 34.003316230043026, 34.00004599575207, 33.996741909369746, 33.99340361175976, 33.99003073959721, 33.9866229253219, 33.98317979709106, 33.97970097873105, 33.97618608968841, 33.9726347449796, 33.969046555140984, 33.965421126176665, 33.961758059506444, 33.95805695191256, 33.954317395485454, 33.95053897756832, 33.94672128070166, 33.942863882566115, 33.93896635592403, 33.93502826856117, 33.93104918322654, 33.92702865757132, 33.922966244086766, 33.918861490041564, 33.91471393741742, 33.91052312284384, 33.90628857753202, 33.90200982720735, 33.89768639204068, 33.89331778657902, 33.88890351967406, 33.884443094411026, 33.87993600803456, 33.87538175187464, 33.87077981127101, 33.86612966549586, 33.86143078767622, 33.85668264471372, 33.851884697204184, 33.84703639935536, 33.84213719890391, 33.83718653702968, 33.832183848270255, 33.82712856043284, 33.822020094505476, 33.816857864566224, 33.81164127769179, 33.806369733863185, 33.80104262587143, 33.795659339220705, 33.790219252030234, 33.78472173493472, 33.77916615098303, 33.77355185553513, 33.76787819615747, 33.762144512516784, 33.756350136272, 33.75049439096436, 33.74457659190597, 33.738596046066164, 33.73255205195646, 33.7264438995135, 33.72027086997967, 33.71403223578243, 33.707727260411026, 33.70135519829195, 33.69491529466149, 33.6884067854366, 33.68182889708403, 33.67518084648614, 33.66846184080626, 33.66167107734989, 33.65480774342477, 33.64787101619886, 33.64086006255451, 33.633774038941844, 33.62661209122888, 33.61937335454879, 33.612056953145334, 33.6046620002154, 33.59718759774868, 33.58963283636472, 33.58199679514755, 33.57427854147691, 33.56647713085719, 33.558591606742596, 33.55062100036053, 33.542564330530894, 33.53442060348259, 33.52618881266693, 33.51786793856805, 33.50945694850941, 33.50095479645749, 33.49236042282159, 33.483672754250584, 33.47489070342589, 33.466013168850665, 33.457039034635486, 33.44796717028005, 33.43879643045134, 33.42952565475761, 33.420153667518136, 33.410679277529006, 33.40110127782538, 33.39141844543819, 33.381629541147454, 33.37173330923116, 33.361728477208516, 33.35161375558012, 33.34138783756211, 33.33104939881622, 33.320597097174655, 33.31002957235955, 33.299345445698165, 33.28854331983209, 33.277621778421135, 33.266579385842476, 33.25541468688313, 33.244126206427616, 33.23271244913901, 33.221171899135356, 33.20950301965814, 33.19770425273635, 33.18577401884276, 33.17371071654513, 33.161512722149226, 33.14917838933709, 33.136706048795766, 33.12409400784222, 33.11134055003785, 33.09844393479807, 33.085402396993274, 33.072214146542215, 33.05887736799783, 33.04539022012476, 33.03175083546934, 33.01795731992026, 33.00400775226156, 32.98990018371654, 32.97563263748266, 32.961203108257614, 32.946609561756375, 32.931849934217595, 32.91692213190186, 32.90182403057889, 32.886553475005044, 32.87110827839028, 32.8554862218553, 32.83968505387634, 32.823702489720326, 32.807536210868726, 32.791183864428106, 32.77464306253154, 32.75791138172577, 32.74098636234699, 32.723865507884284, 32.70654628432921, 32.68902611951324, 32.67130240243155, 32.653372482552356, 32.63523366911298, 32.61688323040109, 32.59831839302203, 32.579536341149634, 32.560534215763234, 32.54130911386852, 32.52185808770143, 32.50217814391755, 32.48226624276256, 32.462119297227524, 32.44173417218536, 32.42110768350981, 32.40023659717665, 32.3791176283453, 32.35774744042195, 32.3361226441031, 32.314239796398724, 32.29209539963571, 32.26968590043978, 32.247007688696485, 32.22405709649044, 32.20083039702226, 32.17732380350233, 32.153533468022104, 32.12945548040093, 32.10508586700934, 32.080420589566614, 32.055455543914036, 32.0301865587614, 32.004609394407524, 31.978719741434137, 31.952513219370918, 31.925985375334076, 31.899131682634387, 31.871947539357546, 31.844428266913358, 31.816569108554553, 31.78836522786471, 31.75981170721369, 31.73090354618141, 31.70163565994732, 31.672002877646364, 31.64199994069088, 31.61162150105688, 31.58086211953345, 31.549716263937263, 31.518178307287776, 31.486242525945993, 31.45390309771281, 31.421154099889453, 31.387989507295806, 31.35440319024888, 31.32038891249923, 31.285940329124628, 31.251050984380424, 31.215714309505806, 31.179923620485653, 31.143672115766435, 31.106952873925817, 31.069758851295592, 31.032082879536482, 30.993917663164737, 30.955255777029798, 30.916089663740955, 30.876411631045258, 30.836213849153076, 30.795488348011943, 30.754227014528368, 30.7124215897364, 30.670063665912878, 30.627144683638637, 30.583655928804752, 30.539588529564845, 30.494933453231184, 30.44968150311587, 30.40382331531559, 30.357349355440995, 30.310249915289482, 30.262515109461923, 30.214134871923825, 30.16509895250957, 30.115396913372166, 30.065018125376675, 30.013951764439614, 29.962186807813836, 29.90971203032077, 29.85651600052877, 29.802587076882403, 29.747913403779812, 29.692482907602667, 29.636283292699403, 29.579302037323828, 29.521526389530457, 29.462943363031123, 29.40353973301319, 29.34330203192482, 29.28221654522864, 29.220269307129065, 29.15744609627742, 29.093732431458292, 29.02911356726364, 28.963574489759452, 28.897099912151205, 28.829674270454593, 28.761281719179472, 28.691906127033945, 28.621531072657753, 28.550139840393967, 28.477715416109625, 28.404240483075423, 28.32969741791692, 28.25406828664917, 28.177334840809472, 28.099478513703012, 28.02048041677603, 27.940321336135355, 27.858981729231708, 27.776441721727075, 27.692681104567487, 27.60767933128346, 27.521415515543488, 27.433868428986123, 27.345016499358834, 27.25483780899437, 27.163310093655518, 27.07041074178379, 26.976116794187696, 26.88040494421042, 26.783251538418106, 26.684632577852515, 26.58452371989724, 26.48290028080482, 26.379737238940905, 26.275009238799527, 26.16869059585241, 26.06075530229294, 25.951177033745054, 25.839929157006893, 25.72698473890491, 25.612316556339252, 25.495897107603774, 25.37769862506944, 25.25769308932553, 25.135852244875846, 25.01214761749545, 24.88655053335344, 24.759032140018665, 24.62956342946566, 24.498115263205086, 24.364658399670205, 24.22916352399291, 24.091601280310286, 23.95194230674929, 23.810157273237582, 23.6662169222995, 23.520092112996714, 23.37175386817806, 23.221173425209876, 23.06832229035757, 22.913172296996034, 22.75569566782558, 22.595865081274844, 22.43365374226909, 22.269035457545016, 22.101984715689504, 21.932476772077532, 21.760487738879366, 21.585994680300665, 21.408975713210367, 21.229410113302123, 21.047278426918858, 20.862562588657386, 20.67524604484887, 20.485313882990045, 20.29275296717428, 20.09755207954202, 19.899702067736847, 19.69919599831551, 19.496029316018415, 19.29020000875925, 19.081708778139653, 18.870559215238792, 18.656757981362414, 18.44031499336892, 18.22124361311389, 17.999560840476256, 17.775287509341098, 17.54844848582465, 17.31907286792964, 17.08719418571778, 16.85285060098041, 16.616085105279424, 16.376945715118417, 16.135485662889, 15.891763582124238, 15.645843685476333, 15.397795933724243, 15.147696194010411, 14.895626385403197, 14.641674609790467, 14.385935266026634, 14.128509145186495, 13.869503504726849, 13.609032119323205, 13.347215306134396, 13.084179922262496, 12.820059332212661, 12.554993343227402, 12.289128106472125, 12.022615982183986, 11.755615367070266, 11.488290482452637, 11.220811121903498, 10.956017764540546, 10.694030848405347, 10.434965810912235, 10.17893372243063, 9.926040651880037, 9.676387609561726, 9.430070276358483, 9.18717885325416, 8.947797894669158, 8.712006181474733, 8.479876612126604, 8.251476120518202, 8.026865617284804, 7.806099955517984, 7.58922792004824, 7.376292239880389, 7.167329623006244, 6.962370812750926, 6.761440664659472, 6.56455824282626, 6.371736934471504, 6.182984581487176, 5.998303627611758, 5.817691279840014, 5.641139682642834, 5.468636103549295, 5.3001631286400155, 5.135698866505497, 4.975217159246398, 4.818687799121135, 4.666076749488205, 4.517346368742208, 4.3724556359994935, 4.231360377353883, 4.0940134915944775, 3.9603651743507564, 3.830363139708205, 3.7039528384178375, 3.5810776719021353, 3.4616792013436237, 3.3456973512193287, 3.233070606726054, 3.123736204616444, 3.0176303170412186, 2.9146882280633006, 2.814844502577788, 2.718033147435798, 2.624187764629079, 2.533241696449534, 2.4451281625882597, 2.359780389185345, 2.2771317298859914, 2.19711577899575, 2.1196664768620384, 2.044718207640183, 1.9722058896282908, 1.90206505837729, 1.8342319428028322, 1.768643534540514, 1.7052376508000568, 1.6439529909820934, 1.5847291873307414, 1.5275068498984083, 1.4722276061026207, 1.418834135155632, 1.3672701976462545, 1.3174806605511433, 1.269411517947928, 1.223009907699324, 1.1782241243687839, 1.1350036286237195, 1.0932990533724487, 1.0530622068743618, 1.0142460730531404, 0.9768048092335482, 0.9406937415142185, 0.9058693579776786, 0.8722892999301468, 0.8399123513541928, 0.808698426747128, 0.7786085575088046, 0.7496048770335859, 0.7216506046509741, 0.6947100285525103, 0.6687484878310253, 0.6437323537534896, 0.619629010376614, 0.5964068346109981, 0.5740351758279196, 0.5524843350989395, 0.5317255441502278, 0.511730944107077, 0.4924735640982778, 0.4739272997845081, 0.45606689186839944, 0.438867904639638, 0.4223067046038862, 0.40636043923769716, 0.3910070159106356, 0.3762250810082035, 0.3619939992882548, 0.3482938334982295, 0.33510532427862394, 0.322409870373761, 0.31018950916900945, 0.2984268975712947, 0.2871052932458271, 0.2762085362214943, 0.26572103087418775, 0.2556277282961581, 0.24591410905683997, 0.23656616636023742 ], "yaxis": "y" } ], "layout": { "autosize": true, "legend": { "title": { "text": "Rates" }, "tracegroupgap": 0 }, "shapes": [ { "line": { "color": "gray", "dash": "dot", "width": 1 }, "type": "line", "x0": 18.9, "x1": 18.9, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" } ], "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Reaction rate, dP/dt, as a function of Substrate concentration" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "range": [ 17, 20 ], "title": { "text": "S" }, "type": "linear" }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "range": [ 32, 35 ], "title": { "text": "dP/dt" }, "type": "linear" } } }, "image/png": "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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let's take a closer look at the rightmost portion\n", "PlotlyHelper.plot_pandas(df=df, x_var=\"S\", fields=[\"P_rate\", \"Michaelis_rate\", \"Morrison_rate\"],\n", " title=\"Reaction rate, dP/dt, as a function of Substrate concentration\",\n", " y_label=\"dP/dt\", legend_header=\"Rates\",\n", " vertical_lines_to_add=18.9,\n", " colors=[\"blue\", \"yellow\", \"orange\"],\n", " range_x=[17, 20], range_y=[32,35])" ] }, { "cell_type": "markdown", "id": "d09def65-ccfe-4a46-91a1-dda169d31809", "metadata": {}, "source": [ "# In this scenario, the Morrison model appears to be only very mildly better than the Michaelis-Menten one at the early reaction times (large [S], close to the initial value of 20.) - and virtually identical everywhere else. \n", "Then why even bother with it? In the next two experiments, `enzyme_2` and `enzyme_3`, we'll see how the Morrison model becomes progressively better than Michaelis-Menten at increasingly higher amounts of enzyme." ] }, { "cell_type": "code", "execution_count": null, "id": "2b6f6e1a-f620-457a-b4f6-cb0fde4fc035", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }