From 0b4790c064b099d9024e1d1647c4fd400662da9f Mon Sep 17 00:00:00 2001
From: WolfBerwouts <wolf.berwouts@gmail.com>
Date: Mon, 18 Dec 2017 22:44:15 +0100
Subject: [PATCH] Analyze water consumption

---
 notebooks/Analyze water consumption.ipynb | 95 +++++++++++++++++++++++
 1 file changed, 95 insertions(+)
 create mode 100644 notebooks/Analyze water consumption.ipynb

diff --git a/notebooks/Analyze water consumption.ipynb b/notebooks/Analyze water consumption.ipynb
new file mode 100644
index 0000000..0d04063
--- /dev/null
+++ b/notebooks/Analyze water consumption.ipynb	
@@ -0,0 +1,95 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import opengrid as og\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "og.datasets.list_available()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ts = og.datasets.get('water_2016_hour')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ts.plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ts = ts.reset_index()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure()\n",
+    "ts2=ts[ts>2]\n",
+    "ts2=ts[ts<20]\n",
+    "ts2.hist(bins=100)\n",
+    "plt.xlabel('Water consumption [l/min]')\n",
+    "plt.ylabel('Frequency')\n",
+    "plt.title('Water consumption histogram')"
+   ]
+  }
+ ],
+ "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": "3.5.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}