Create alberta-electricity-generation.ipynb

callysto · Jan 16, 2024 · bccf74e · bccf74e
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Callysto.ca Banner](https://github.com/callysto/curriculum-notebooks/blob/master/callysto-notebook-banner-top.jpg?raw=true)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Alberta Electricity Generation\n",
+    "\n",
+    "Let's get the supply and demand report dashboard from [AESO (Alberta Electric System Operator)](http://ets.aeso.ca/ets_web/ip/Market/Reports/CSDReportServlet)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "url = 'http://ets.aeso.ca/ets_web/ip/Market/Reports/CSDReportServlet'\n",
+    "\n",
+    "%pip install -q pyodide_http plotly nbformat\n",
+    "import pyodide_http\n",
+    "pyodide_http.patch_all()\n",
+    "import pandas as pd\n",
+    "import plotly.express as px\n",
+    "df = pd.read_html(url, header=0)\n",
+    "\n",
+    "updated = df[1].columns[-1].split(': ')[1]\n",
+    "legend = df[1]['Legend'].values.tolist()\n",
+    "notes = df[1]['Legend.1'].dropna().values.tolist()\n",
+    "\n",
+    "totals = df[5].rename(columns=df[5].iloc[0]).drop(labels=0, axis=0)\n",
+    "for c in totals.columns[1:]:\n",
+    "    totals[c] = pd.to_numeric(totals[c], errors='ignore')\n",
+    "\n",
+    "t = totals[:-1].drop(columns=['DCR'])\n",
+    "t.columns = ['Group', 'Maximum Capability', 'Total Net Generation']\n",
+    "t['Group'] = t['Group'].str.title()\n",
+    "fig1 = px.bar(t, x='Group', y=t.columns[1:3], barmode='group', title='Electricity Generation in Alberta ('+updated+')')\n",
+    "fig1.update_layout(yaxis_title='Amount (MW)').show()\n",
+    "px.pie(t, names='Group', values='Maximum Capability', title='Electricity Generation Capacity in Alberta ('+updated+')')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "[![Callysto.ca License](https://github.com/callysto/curriculum-notebooks/blob/master/callysto-notebook-banner-bottom.jpg?raw=true)](https://github.com/callysto/curriculum-notebooks/blob/master/LICENSE.md)"
+   ]
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+ ],
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+}