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jupyter-notebooks/0_TEMPLATE_plotly.ipynb

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"### Import modules for plotly "
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" <script type=\"text/javascript\">\n",
" window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
" if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
" if (typeof require !== 'undefined') {\n",
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" paths: {\n",
" 'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
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" });\n",
" require(['plotly'], function(Plotly) {\n",
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"# import plotly.plotly as py\n",
"import plotly.graph_objs as go\n",
"from plotly.offline import init_notebook_mode, iplot, plot\n",
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"init_notebook_mode(connected=True)"
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"### Bring data into notebook"
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"import pandas as pd\n",
"import numpy as np\n",
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"df = pd.DataFrame(np.random.randint(500, size=(15, 4)))"
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"### Basic examples of Plotly in Jupyter Notebooks"
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" \n",
"var gd = document.getElementById('719525e9-2d17-4344-a927-18d8c4d43557');\n",
"var x = new MutationObserver(function (mutations, observer) {{\n",
" var display = window.getComputedStyle(gd).display;\n",
" if (!display || display === 'none') {{\n",
" console.log([gd, 'removed!']);\n",
" Plotly.purge(gd);\n",
" observer.disconnect();\n",
" }}\n",
"}});\n",
"\n",
"// Listen for the removal of the full notebook cells\n",
"var notebookContainer = gd.closest('#notebook-container');\n",
"if (notebookContainer) {{\n",
" x.observe(notebookContainer, {childList: true});\n",
"}}\n",
"\n",
"// Listen for the clearing of the current output cell\n",
"var outputEl = gd.closest('.output');\n",
"if (outputEl) {{\n",
" x.observe(outputEl, {childList: true});\n",
"}}\n",
"\n",
" }) }; }); </script> </div>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = go.Figure()\n",
"\n",
"fig.layout.title = 'Sample Plot'\n",
"fig.layout.showlegend = True\n",
"\n",
"# EXAMPLE 1\n",
"trace = go.Scatter(x=df.index, y=df.iloc[:, 0], fill='tozeroy')\n",
"fig.add_trace(trace)\n",
"\n",
"# EXAMPLE 2\n",
"trace1 = go.Scatter(x=df.index, y=df.iloc[:, 1])\n",
"trace2 = go.Bar(x=df.index, y=df.iloc[:, 2])\n",
"fig.add_traces([trace1, trace2])\n",
"\n",
"# EXAMPLE 3\n",
"fig.add_scatter(x=df.index, y=df.iloc[:, 3])\n",
"\n",
"iplot(fig, filename='temp') # use plot() to open in new browser tab"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Basic examples of Plotly subplots in Jupyter Notebooks"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\ccirone\\Anaconda3\\lib\\site-packages\\plotly\\tools.py:461: DeprecationWarning:\n",
"\n",
"plotly.tools.make_subplots is deprecated, please use plotly.subplots.make_subplots instead\n",
"\n"
]
},
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\"domain\": [0.0, 1.0]}, \"yaxis3\": {\"anchor\": \"x3\", \"domain\": [0.0, 1.0]}}, {\"responsive\": true} ).then(function(){\n",
" \n",
"var gd = document.getElementById('b10ae8f5-970c-4aa5-a793-bb56e4eec5be');\n",
"var x = new MutationObserver(function (mutations, observer) {{\n",
" var display = window.getComputedStyle(gd).display;\n",
" if (!display || display === 'none') {{\n",
" console.log([gd, 'removed!']);\n",
" Plotly.purge(gd);\n",
" observer.disconnect();\n",
" }}\n",
"}});\n",
"\n",
"// Listen for the removal of the full notebook cells\n",
"var notebookContainer = gd.closest('#notebook-container');\n",
"if (notebookContainer) {{\n",
" x.observe(notebookContainer, {childList: true});\n",
"}}\n",
"\n",
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"var outputEl = gd.closest('.output');\n",
"if (outputEl) {{\n",
" x.observe(outputEl, {childList: true});\n",
"}}\n",
"\n",
" }) }; }); </script> </div>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from plotly import tools\n",
"\n",
"fig = tools.make_subplots(rows=1, cols=3)\n",
"\n",
"fig.layout.title = 'Sample Plot'\n",
"fig.layout.showlegend = True\n",
"\n",
"# EXAMPLE 1\n",
"trace = go.Scatter(x=df.index, y=df.iloc[:, 0], fill='tozeroy')\n",
"fig.append_trace(trace, 1, 1)\n",
"\n",
"# EXAMPLE 2\n",
"trace1 = go.Scatter(x=df.index, y=df.iloc[:, 1])\n",
"trace2 = go.Bar(x=df.index, y=df.iloc[:, 2])\n",
"[fig.append_trace(trace, 1, 2) for trace in [trace1, trace2]]\n",
"\n",
"# EXAMPLE 3\n",
"fig.add_scatter(x=df.index, y=df.iloc[:, 3], xaxis='x3', yaxis='y3')\n",
"fig.layout.xaxis3.domain = [0.9, 1]\n",
"\n",
"iplot(fig, filename='temp') # use plot() to open in new browser tab"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"#\n",
"# Convert notebook to HTML with OUTPUT CELLS ONLY\n",
"#"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"IPython.notebook.kernel.execute('nb_name = \"' + IPython.notebook.notebook_name + '\"')\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
"IPython.notebook.kernel.execute('nb_name = \"' +\n",
" IPython.notebook.notebook_name + '\"')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"%%capture --no-display\n",
"!jupyter nbconvert --to HTML {nb_name}"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"FILE = nb_name.replace('.ipynb', '.html')\n",
"\n",
"with open(FILE, 'r') as html_file:\n",
" content = html_file.read()\n",
"\n",
"# Get rid off prompts and source code\n",
"content = content.replace(\"div.input_area {\", \"div.input_area {\\n\\tdisplay: none;\")\n",
"content = content.replace(\".prompt {\", \".prompt {\\n\\tdisplay: none;\")\n",
"\n",
"with open(FILE, 'w') as f:\n",
" f.write(content)"
]
}
],
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"hide_input": false,
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
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"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
},
"toc": {
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"nav_menu": {
"height": "107px",
"width": "160px"
},
"number_sections": false,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {
"height": "calc(100% - 180px)",
"left": "10px",
"top": "150px",
"width": "176.653px"
},
"toc_section_display": true,
"toc_window_display": true
}
},
"nbformat": 4,
"nbformat_minor": 2
}