{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "datos = pd.read_csv('reporte_instantaneo.csv', sep=';', index_col=1, parse_dates=True, decimal='.', na_values=['-', None])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "DatetimeIndex: 168 entries, 2015-03-20 00:00:00 to 2015-03-26 23:00:00\n",
      "Data columns (total 5 columns):\n",
      "Nro.                               168 non-null int64\n",
      "Rio Copiapo en -AltLM (m)          156 non-null float64\n",
      "Rio Copiapo en -Caudal (m3/seg)    156 non-null float64\n",
      "Copiapo -PpAcu (mm)                133 non-null float64\n",
      "Copiapo -Pp1Hra (mm)               126 non-null float64\n",
      "dtypes: float64(4), int64(1)\n",
      "memory usage: 7.9 KB\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Index([u'Nro.', u'Rio Copiapo en -AltLM (m)', u'Rio Copiapo en -Caudal (m3/seg)', u'Copiapo -PpAcu (mm)', u'Copiapo -Pp1Hra (mm)'], dtype='object')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datos.info()\n",
    "datos.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>Nro.</th>\n",
       "      <th>Rio Copiapo en -AltLM (m)</th>\n",
       "      <th>Rio Copiapo en -Caudal (m3/seg)</th>\n",
       "      <th>Copiapo -PpAcu (mm)</th>\n",
       "      <th>Copiapo -Pp1Hra (mm)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fecha-Hora de Medicion</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>2015-03-20 00:00:00</th>\n",
       "      <td> 1</td>\n",
       "      <td> 0.35</td>\n",
       "      <td> 1.112</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03-20 01:00:00</th>\n",
       "      <td> 2</td>\n",
       "      <td> 0.35</td>\n",
       "      <td> 1.112</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03-20 02:00:00</th>\n",
       "      <td> 3</td>\n",
       "      <td> 0.39</td>\n",
       "      <td> 1.316</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03-20 03:00:00</th>\n",
       "      <td> 4</td>\n",
       "      <td> 0.42</td>\n",
       "      <td> 1.493</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03-20 04:00:00</th>\n",
       "      <td> 5</td>\n",
       "      <td> 0.43</td>\n",
       "      <td> 1.555</td>\n",
       "      <td> 0</td>\n",
       "      <td> 0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Nro.  Rio Copiapo en -AltLM (m)  \\\n",
       "Fecha-Hora de Medicion                                    \n",
       "2015-03-20 00:00:00        1                       0.35   \n",
       "2015-03-20 01:00:00        2                       0.35   \n",
       "2015-03-20 02:00:00        3                       0.39   \n",
       "2015-03-20 03:00:00        4                       0.42   \n",
       "2015-03-20 04:00:00        5                       0.43   \n",
       "\n",
       "                        Rio Copiapo en -Caudal (m3/seg)  Copiapo -PpAcu (mm)  \\\n",
       "Fecha-Hora de Medicion                                                         \n",
       "2015-03-20 00:00:00                               1.112                    0   \n",
       "2015-03-20 01:00:00                               1.112                    0   \n",
       "2015-03-20 02:00:00                               1.316                    0   \n",
       "2015-03-20 03:00:00                               1.493                    0   \n",
       "2015-03-20 04:00:00                               1.555                    0   \n",
       "\n",
       "                        Copiapo -Pp1Hra (mm)  \n",
       "Fecha-Hora de Medicion                        \n",
       "2015-03-20 00:00:00                        0  \n",
       "2015-03-20 01:00:00                        0  \n",
       "2015-03-20 02:00:00                        0  \n",
       "2015-03-20 03:00:00                        0  \n",
       "2015-03-20 04:00:00                        0  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datos.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "datos.drop(u'Nro.', axis=1, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([<matplotlib.axes._subplots.AxesSubplot object at 0x096628D0>,\n",
       "       <matplotlib.axes._subplots.AxesSubplot object at 0x097834B0>,\n",
       "       <matplotlib.axes._subplots.AxesSubplot object at 0x097EA8B0>,\n",
       "       <matplotlib.axes._subplots.AxesSubplot object at 0x0981D0B0>], dtype=object)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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       "cUKEMQAAAABJRU5ErkJggg==\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x9662c90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "datos.plot(figsize=(10, 10), subplots=True, sharex=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.text.Text at 0x9c0aaf0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x9a36350>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cols = [col for col in datos.columns if col not in ['Rio Copiapo en -AltLM (m)']]\n",
    "ax = datos[cols].plot(figsize=(10, 10), secondary_y=[u'Copiapo -PpAcu (mm)', 'Copiapo -Pp1Hra (mm)'])\n",
    "ax.set_ylabel('(m3/s)')\n",
    "ax.right_ax.set_ylabel('(mm)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "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": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}