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@sl8r000
Created April 20, 2015 01:36
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# This is a Markdown Cell\n",
"\n",
"# Header\n",
"\n",
"## Subheader\n",
"\n",
"Unordered list:\n",
"\n",
"* item 1\n",
"* item 2\n",
"* item 3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Some Data\n",
"Here's a plot of some normal data, with the generative code included:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<seaborn.axisgrid.JointGrid at 0x1120f0310>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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Ew2Gi0dTZv28CX5vs75vO48rb4z+P4ypzOtAcEWKxGAsby4jEdTq6/USTKinFwmA4TjyV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\nkWASQgjhKhJMQgghXEWCSQghhKv8f4AT88SD1mNDAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x114bc6590>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import seaborn as sns\n",
"import numpy as np\n",
"\n",
"sns.set_style('darkgrid')\n",
"\n",
"x = np.random.normal(0, 1, size=10000)\n",
"y = x + np.random.normal(0, 0.5, size=10000)\n",
"\n",
"sns.jointplot(x, y, kind='reg')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# More Data\n",
"\n",
"Here's a plot of some Poisson-distributed data, this time with a button to toggle all code blocks:"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<script id=\"blah\">\n",
"code_show=false; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" } else {\n",
" $('div.input').show();\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"The raw code for this IPython notebook is by default hidden for easier reading.\n",
"To toggle on/off the raw code, click <a href=\"javascript:code_toggle()\">here</a>."
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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KfcfiTBhdxR9/dgmjQ5XD8tq1AR+fvXkOv3HDTDa/f4qnXt3H9gMRTp7rZMWCCYT8vmGp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\ngg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x116dcd690>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.distplot(np.random.poisson(10, size=10000))\n",
"\n",
"from IPython.display import HTML\n",
"HTML('''<script id=\"blah\">\n",
"code_show=false; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" } else {\n",
" $('div.input').show();\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"The raw code for this IPython notebook is by default hidden for easier reading.\n",
"To toggle on/off the raw code, click <a href=\"javascript:code_toggle()\">here</a>.''')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"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": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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