{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Control animation autoplay behavior\n", "Define animated bubble chart of the Gapminder dataset" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.7.0\n" ] }, { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "\n", "import plotly\n", "print(plotly.__version__)\n", "from plotly.offline import init_notebook_mode, iplot\n", "init_notebook_mode(connected=False)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "url = 'https://raw.githubusercontent.com/plotly/datasets/master/gapminderDataFiveYear.csv'\n", "dataset = pd.read_csv(url)\n", "\n", "years = ['1952', '1962', '1967', '1972', '1977', '1982', '1987', '1992', '1997', '2002', '2007']\n", "# make list of continents\n", "continents = []\n", "for continent in dataset['continent']:\n", " if continent not in continents:\n", " continents.append(continent)\n", "# make figure\n", "fig = {\n", " 'data': [],\n", " 'layout': {},\n", " 'frames': []\n", "}\n", "\n", "# fill in most of layout\n", "fig['layout']['xaxis'] = {'range': [30, 85], 'title': 'Life Expectancy'}\n", "fig['layout']['yaxis'] = {'title': 'GDP per Capita', 'type': 'log'}\n", "fig['layout']['hovermode'] = 'closest'\n", "fig['layout']['sliders'] = {\n", " 'args': [\n", " 'transition', {\n", " 'duration': 400,\n", " 'easing': 'cubic-in-out'\n", " }\n", " ],\n", " 'initialValue': '1952',\n", " 'plotlycommand': 'animate',\n", " 'values': years,\n", " 'visible': True\n", "}\n", "fig['layout']['updatemenus'] = [\n", " {\n", " 'buttons': [\n", " {\n", " 'args': [None, {'frame': {'duration': 500, 'redraw': False},\n", " 'fromcurrent': True, 'transition': {'duration': 300, 'easing': 'quadratic-in-out'}}],\n", " 'label': 'Play',\n", " 'method': 'animate'\n", " },\n", " {\n", " 'args': [[None], {'frame': {'duration': 0, 'redraw': False}, 'mode': 'immediate',\n", " 'transition': {'duration': 0}}],\n", " 'label': 'Pause',\n", " 'method': 'animate'\n", " }\n", " ],\n", " 'direction': 'left',\n", " 'pad': {'r': 10, 't': 87},\n", " 'showactive': False,\n", " 'type': 'buttons',\n", " 'x': 0.1,\n", " 'xanchor': 'right',\n", " 'y': 0,\n", " 'yanchor': 'top'\n", " }\n", "]\n", "\n", "sliders_dict = {\n", " 'active': 0,\n", " 'yanchor': 'top',\n", " 'xanchor': 'left',\n", " 'currentvalue': {\n", " 'font': {'size': 20},\n", " 'prefix': 'Year:',\n", " 'visible': True,\n", " 'xanchor': 'right'\n", " },\n", " 'transition': {'duration': 300, 'easing': 'cubic-in-out'},\n", " 'pad': {'b': 10, 't': 50},\n", " 'len': 0.9,\n", " 'x': 0.1,\n", " 'y': 0,\n", " 'steps': []\n", "}\n", "\n", "# make data\n", "year = 1952\n", "for continent in continents:\n", " dataset_by_year = dataset[dataset['year'] == year]\n", " dataset_by_year_and_cont = dataset_by_year[dataset_by_year['continent'] == continent]\n", "\n", " data_dict = {\n", " 'x': list(dataset_by_year_and_cont['lifeExp']),\n", " 'y': list(dataset_by_year_and_cont['gdpPercap']),\n", " 'mode': 'markers',\n", " 'text': list(dataset_by_year_and_cont['country']),\n", " 'marker': {\n", " 'sizemode': 'area',\n", " 'sizeref': 200000,\n", " 'size': list(dataset_by_year_and_cont['pop'])\n", " },\n", " 'name': continent\n", " }\n", " fig['data'].append(data_dict)\n", " \n", "# make frames\n", "for year in years:\n", " frame = {'data': [], 'name': str(year)}\n", " for continent in continents:\n", " dataset_by_year = dataset[dataset['year'] == int(year)]\n", " dataset_by_year_and_cont = dataset_by_year[dataset_by_year['continent'] == continent]\n", "\n", " data_dict = {\n", " 'x': list(dataset_by_year_and_cont['lifeExp']),\n", " 'y': list(dataset_by_year_and_cont['gdpPercap']),\n", " 'mode': 'markers',\n", " 'text': list(dataset_by_year_and_cont['country']),\n", " 'marker': {\n", " 'sizemode': 'area',\n", " 'sizeref': 200000,\n", " 'size': list(dataset_by_year_and_cont['pop'])\n", " },\n", " 'name': continent\n", " }\n", " frame['data'].append(data_dict)\n", "\n", " fig['frames'].append(frame)\n", " slider_step = {'args': [\n", " [year],\n", " {'frame': {'duration': 300, 'redraw': False},\n", " 'mode': 'immediate',\n", " 'transition': {'duration': 300}}\n", " ],\n", " 'label': year,\n", " 'method': 'animate'}\n", " sliders_dict['steps'].append(slider_step)\n", "\n", " \n", "fig['layout']['sliders'] = [sliders_dict]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By defualt, figures with frames are automatically animated on display" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "marker": { "size": [ 31889923, 708573, 150448339, 14131858, 1318683096, 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "iplot(fig, auto_play=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## create_animations\n", "Figures with frames and inline data may now be uploaded to Chart Studio using the `plotly.plotly.create_animations` function. Before version 3.7, only figures defined using `Grid` objects could be uploaded this way." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'https://plot.ly/~jon.mease/539/'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from plotly.plotly import create_animations\n", "create_animations(fig)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.2" } }, "nbformat": 4, "nbformat_minor": 2 }