{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.16\n" ] } ], "source": [ "import plotly.plotly as py\n", "import cufflinks as cf\n", "import pandas as pd\n", "import numpy as np\n", "print(cf.__version__)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cf.go_offline()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 글로벌 세팅\n", "- cf.set_config_file(offline=True)로 글로벌 설정을 할 수 있음" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 레퍼런스\n", "- [plotly visualization](https://nbviewer.jupyter.org/github/santosjorge/cufflinks/blob/master/Cufflinks%20Tutorial%20-%20Pandas%20Like.ipynb)\n", "- [cufflinks github](https://github.com/santosjorge/cufflinks)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cf.set_config_file(offline=True)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'sharing': 'public',\n", " 'theme': 'pearl',\n", " 'colorscale': 'dflt',\n", " 'offline': True,\n", " 'offline_connected': True,\n", " 'offline_url': '',\n", " 'offline_show_link': True,\n", " 'offline_link_text': 'Export to plot.ly',\n", " 'datagen_mode': 'stocks',\n", " 'dimensions': None,\n", " 'margin': None,\n", " 'offline_config': None}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cf.get_config_file()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Embedding" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } 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d_=df.figure(kind='scatter',mode='markers',x='x',y='y',size=5,colors=gen)['data']\n", " for _ in d_:\n", " d.append(_)" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [], "source": [ "gen=cf.colorgen(scale='ggplot')\n", "shapes=[cf.tools.get_shape(kind='circle',x0=min(x),x1=max(x),\n", " y0=min(y),y1=max(y),color=next(gen),fill=True,\n", " opacity=.3,width=.4) for x,y in distributions]" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(226, 74, 51, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "marker": { "size": 5, "symbol": "circle" }, "mode": "markers", "name": "y", "text": "", "type": "scatter", "uid": "1a173f9a-cc22-4a5d-b7af-ed5df3429a31", "x": [ 1.3493354483789082, 2.7366412578492643, 1.8705437408887355, 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