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@rishi-a
Created June 6, 2019 12:17
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>timeEpoch</th>\n",
" <th>area</th>\n",
" <th>building</th>\n",
" <th>floor</th>\n",
" <th>ap</th>\n",
" <th>count</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1.559797e+09</td>\n",
" <td>AC</td>\n",
" <td>B6</td>\n",
" <td>TF</td>\n",
" <td>407</td>\n",
" <td>10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1.559797e+09</td>\n",
" <td>AC</td>\n",
" <td>B6</td>\n",
" <td>TF</td>\n",
" <td>407</td>\n",
" <td>9</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" timeEpoch area building floor ap count\n",
"0 1.559797e+09 AC B6 TF 407 10\n",
"1 1.559797e+09 AC B6 TF 407 9"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import sqlite3\n",
"import pandas as pd\n",
"import matplotlib\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import dates\n",
"# Create your connection.\n",
"cnx = sqlite3.connect('occupancy_data.db')\n",
"\n",
"df = pd.read_sql_query(\"SELECT * FROM occupancy_ap WHERE ap=407 and building='B6'\", cnx)\n",
"\n",
"df.head(2)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"df.timeEpoch = pd.to_datetime(df.timeEpoch,unit='s')\n",
"df.timeEpoch = df.timeEpoch.dt.tz_localize('UTC').dt.tz_convert('Asia/Kolkata')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'Time')"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = df.plot(y='count',x='timeEpoch',legend=None,figsize=(10,8))\n",
"matplotlib.rcParams['timezone'] = 'Asia/Kolkata'\n",
"date_fmt = '%H:%M'\n",
"formatter = dates.DateFormatter(date_fmt)\n",
"ax.xaxis.set_major_formatter(formatter)\n",
"#ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'),pytz.timezone('Asia/Kolkata'))\n",
"ax.set_ylabel(\"Count\")\n",
"ax.set_xlabel(\"Time\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Grounded Truth Report"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"1045 Hours: 13 <br/>\n",
"1100 Hours: 8<br/>\n",
"1120 Hours:10<br/>\n",
"1235 Hours: 15 <br/>\n",
"1400 Hours: 5<br/>\n",
"1500 Hours: 14<br/>\n",
"1645 Hours: 10<br/>"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.7.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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