{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### New to Plotly?\n",
"Plotly's Python library is free and open source! [Get started](https://plotly.com/python/getting-started/) by downloading the client and [reading the primer](https://plotly.com/python/getting-started/).\n",
"
You can set up Plotly to work in [online](https://plotly.com/python/getting-started/#initialization-for-online-plotting) or [offline](https://plotly.com/python/getting-started/#initialization-for-offline-plotting) mode, or in [jupyter notebooks](https://plotly.com/python/getting-started/#start-plotting-online).\n",
"
We also have a quick-reference [cheatsheet](https://images.plot.ly/plotly-documentation/images/python_cheat_sheet.pdf) (new!) to help you get started!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Version Check\n",
"Plotly's python package is updated frequently. Run `pip install plotly --upgrade` to use the latest version."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'2.2.1'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import plotly\n",
"plotly.__version__"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Basic Example"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"mode": "markers",
"transforms": [
{
"groups": [
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly"
],
"styles": [
{
"target": "Moe",
"value": {
"marker": {
"color": "blue"
}
}
},
{
"target": "Larry",
"value": {
"marker": {
"color": "red"
}
}
},
{
"target": "Curly",
"value": {
"marker": {
"color": "black"
}
}
}
],
"type": "groupby"
}
],
"type": "scatter",
"x": [
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly",
"Moe",
"Larry",
"Curly"
],
"y": [
1,
6,
2,
8,
2,
9,
4,
5,
1,
5,
2,
8
]
}
],
"layout": {}
},
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import plotly.offline as off\n",
"\n",
"off.init_notebook_mode(connected=True)\n",
"\n",
"subject = ['Moe','Larry','Curly','Moe','Larry','Curly','Moe','Larry','Curly','Moe','Larry','Curly']\n",
"score = [1,6,2,8,2,9,4,5,1,5,2,8]\n",
"\n",
"data = [dict(\n",
" type = 'scatter',\n",
" x = subject,\n",
" y = score,\n",
" mode = 'markers',\n",
" transforms = [dict(\n",
" type = 'groupby',\n",
" groups = subject,\n",
" styles = [\n",
" dict(target = 'Moe', value = dict(marker = dict(color = 'blue'))),\n",
" dict(target = 'Larry', value = dict(marker = dict(color = 'red'))),\n",
" dict(target = 'Curly', value = dict(marker = dict(color = 'black')))\n",
" ]\n",
" )]\n",
")]\n",
"\n",
"off.iplot({'data': data}, validate=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Reference\n",
"See https://plotly.com/python/reference/ for more information and chart attribute options!"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting git+https://github.com/plotly/publisher.git\n",
" Cloning https://github.com/plotly/publisher.git to /private/var/folders/k_/zf24qrfn2kg710j9pdrxzrz40000gn/T/pip-zRCB4h-build\n",
" Requirement already satisfied (use --upgrade to upgrade): publisher==0.11 from git+https://github.com/plotly/publisher.git in /Users/chelsea/venv/venv2.7/lib/python2.7/site-packages\n"
]
}
],
"source": [
"from IPython.display import display, HTML\n",
"\n",
"display(HTML(''))\n",
"display(HTML(''))\n",
"\n",
"! pip install git+https://github.com/plotly/publisher.git\n",
"import publisher\n",
"publisher.publish(\n",
" 'groupby.ipynb', 'python/group-by/', 'Group By',\n",
" 'How to use group by in Python with Plotly.',\n",
" title = 'Group By | Plotly',\n",
" has_thumbnail='true', thumbnail='thumbnail/groupby.jpg', \n",
" language='python', uses_plotly_offline=True,\n",
" page_type='example_index',\n",
" display_as='transforms', order=2,\n",
" ipynb= '~notebook_demo/194')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 2
}