play.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>season</th>\n",
       "      <th>holiday</th>\n",
       "      <th>workingday</th>\n",
       "      <th>weather</th>\n",
       "      <th>temp</th>\n",
       "      <th>atemp</th>\n",
       "      <th>humidity</th>\n",
       "      <th>windspeed</th>\n",
       "      <th>casual</th>\n",
       "      <th>registered</th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2011-01-01 00:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.84</td>\n",
       "      <td> 14.395</td>\n",
       "      <td> 81</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 3</td>\n",
       "      <td> 13</td>\n",
       "      <td> 16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 01:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.02</td>\n",
       "      <td> 13.635</td>\n",
       "      <td> 80</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 8</td>\n",
       "      <td> 32</td>\n",
       "      <td> 40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 02:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.02</td>\n",
       "      <td> 13.635</td>\n",
       "      <td> 80</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 5</td>\n",
       "      <td> 27</td>\n",
       "      <td> 32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 03:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.84</td>\n",
       "      <td> 14.395</td>\n",
       "      <td> 75</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 3</td>\n",
       "      <td> 10</td>\n",
       "      <td> 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 04:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.84</td>\n",
       "      <td> 14.395</td>\n",
       "      <td> 75</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 0</td>\n",
       "      <td>  1</td>\n",
       "      <td>  1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 05:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 2</td>\n",
       "      <td>  9.84</td>\n",
       "      <td> 12.880</td>\n",
       "      <td> 75</td>\n",
       "      <td> 6.0032</td>\n",
       "      <td> 0</td>\n",
       "      <td>  1</td>\n",
       "      <td>  1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 06:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.02</td>\n",
       "      <td> 13.635</td>\n",
       "      <td> 80</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 2</td>\n",
       "      <td>  0</td>\n",
       "      <td>  2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 07:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  8.20</td>\n",
       "      <td> 12.880</td>\n",
       "      <td> 86</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 1</td>\n",
       "      <td>  2</td>\n",
       "      <td>  3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 08:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td>  9.84</td>\n",
       "      <td> 14.395</td>\n",
       "      <td> 75</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 1</td>\n",
       "      <td>  7</td>\n",
       "      <td>  8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-01-01 09:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "      <td> 1</td>\n",
       "      <td> 13.12</td>\n",
       "      <td> 17.425</td>\n",
       "      <td> 76</td>\n",
       "      <td> 0.0000</td>\n",
       "      <td> 8</td>\n",
       "      <td>  6</td>\n",
       "      <td> 14</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     season  holiday  workingday  weather   temp   atemp  \\\n",
       "datetime                                                                   \n",
       "2011-01-01 00:00:00       1        0           0        1   9.84  14.395   \n",
       "2011-01-01 01:00:00       1        0           0        1   9.02  13.635   \n",
       "2011-01-01 02:00:00       1        0           0        1   9.02  13.635   \n",
       "2011-01-01 03:00:00       1        0           0        1   9.84  14.395   \n",
       "2011-01-01 04:00:00       1        0           0        1   9.84  14.395   \n",
       "2011-01-01 05:00:00       1        0           0        2   9.84  12.880   \n",
       "2011-01-01 06:00:00       1        0           0        1   9.02  13.635   \n",
       "2011-01-01 07:00:00       1        0           0        1   8.20  12.880   \n",
       "2011-01-01 08:00:00       1        0           0        1   9.84  14.395   \n",
       "2011-01-01 09:00:00       1        0           0        1  13.12  17.425   \n",
       "\n",
       "                     humidity  windspeed  casual  registered  count  \n",
       "datetime                                                             \n",
       "2011-01-01 00:00:00        81     0.0000       3          13     16  \n",
       "2011-01-01 01:00:00        80     0.0000       8          32     40  \n",
       "2011-01-01 02:00:00        80     0.0000       5          27     32  \n",
       "2011-01-01 03:00:00        75     0.0000       3          10     13  \n",
       "2011-01-01 04:00:00        75     0.0000       0           1      1  \n",
       "2011-01-01 05:00:00        75     6.0032       0           1      1  \n",
       "2011-01-01 06:00:00        80     0.0000       2           0      2  \n",
       "2011-01-01 07:00:00        86     0.0000       1           2      3  \n",
       "2011-01-01 08:00:00        75     0.0000       1           7      8  \n",
       "2011-01-01 09:00:00        76     0.0000       8           6     14  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('data/train.csv',parse_dates='datetime',index_col='datetime')\n",
    "df[:10]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x11ee70210>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11eef3890>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df['count'].plot(kind=)"
   ]
  },
  {
   "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": "2.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}