snowpack.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "from IPython.core.pylabtools import figsize\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from matplotlib import pyplot as plt\n",
    "import scipy.stats as stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "df = pd.read_csv(\"~/Desktop/BPrecip_5_2016.csv\", sep=\"\\t\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(469, 1)"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Report Created: 5/31/2016 3:52:55 PM</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>(</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Raft River\\nBasinwide Summary: May 1, 2016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Averages/Medians based on 1981-2010 reference ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Elevation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>(ft)\\nMonthly Total Precipitation for April 20...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>(in)\\nAverage</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>(in)\\n%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Average\\nLast Year</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>(in)\\nLast Year % Avg\\nGeorge Creek\\n\\nSNOTEL\\...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>(ft)\\nCurrent Average (in) (in)\\n   % Last Yea...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>(in)\\nAverage</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>(in)\\n%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Report Created: 5/31/2016 3:52:55 PM\n",
       "0                                                   (\n",
       "1          Raft River\\nBasinwide Summary: May 1, 2016\n",
       "2   Averages/Medians based on 1981-2010 reference ...\n",
       "3                                           Elevation\n",
       "4   (ft)\\nMonthly Total Precipitation for April 20...\n",
       "5                                       (in)\\nAverage\n",
       "6                                             (in)\\n%\n",
       "7                                  Average\\nLast Year\n",
       "8   (in)\\nLast Year % Avg\\nGeorge Creek\\n\\nSNOTEL\\...\n",
       "9   (ft)\\nCurrent Average (in) (in)\\n   % Last Yea...\n",
       "10                                      (in)\\nAverage\n",
       "11                                            (in)\\n%"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method NDFrame.describe of                   Report Created: 5/31/2016 3:52:55 PM\n",
       "0                                                    (\n",
       "1           Raft River\\nBasinwide Summary: May 1, 2016\n",
       "2    Averages/Medians based on 1981-2010 reference ...\n",
       "3                                            Elevation\n",
       "4    (ft)\\nMonthly Total Precipitation for April 20...\n",
       "5                                        (in)\\nAverage\n",
       "6                                              (in)\\n%\n",
       "7                                   Average\\nLast Year\n",
       "8    (in)\\nLast Year % Avg\\nGeorge Creek\\n\\nSNOTEL\\...\n",
       "9    (ft)\\nCurrent Average (in) (in)\\n   % Last Yea...\n",
       "10                                       (in)\\nAverage\n",
       "11                                             (in)\\n%\n",
       "12                                  Average\\nLast Year\n",
       "13   (in)\\nLast Year % Avg\\nTrial Lake\\n\\nSNOTEL\\n9...\n",
       "14                  (ft)\\nCurrent Average (in) (in)\\n%\n",
       "15                        Average\\nLast Year Last Year\n",
       "16                                (in)\\t% Avg\\nCurrent\n",
       "17                                       (in)\\nAverage\n",
       "18                                             (in)\\n%\n",
       "19                                  Average\\nLast Year\n",
       "20   (in)\\nLast Year % Avg\\nTrial Lake\\n\\nSNOTEL\\n9...\n",
       "21                  (ft)\\nCurrent Average (in) (in)\\n%\n",
       "22                        Average\\nLast Year Last Year\n",
       "23                                (in)\\t% Avg\\nCurrent\n",
       "24                                       (in)\\nAverage\n",
       "25                                             (in)\\n%\n",
       "26                                  Average\\nLast Year\n",
       "27   (in)\\nLast Year % Avg\\nTrial Lake\\n\\nSNOTEL\\n9...\n",
       "28                                       (ft)\\nCurrent\n",
       "29                                       (in)\\nAverage\n",
       "..                                                 ...\n",
       "439                                      (ft)\\nCurrent\n",
       "440                                      (in)\\nAverage\n",
       "441                                      (in)\\n\\t%\\tLa\n",
       "442  Average\\nst Y (in)\\near\\nLast Year % Avg\\nCurrent\n",
       "443                                      (in)\\nAverage\n",
       "444                                            (in)\\n%\n",
       "445                                 Average\\nLast Year\n",
       "446  (in)\\nLast Year % Avg\\nGardner Peak\\nSNOTEL\\n8...\n",
       "447                                      (ft)\\nCurrent\n",
       "448                                      (in)\\nAverage\n",
       "449  (in)\\n   %\\tLast Year Average\\t(in)\\nLast Year...\n",
       "450                                      (in)\\nAverage\n",
       "451                                            (in)\\n%\n",
       "452                                 Average\\nLast Year\n",
       "453  (in)\\nLast Year % Avg\\nGutz Peak\\nSNOTEL\\n6763...\n",
       "454                                      (ft)\\nCurrent\n",
       "455                                      (in)\\nAverage\n",
       "456  (in)\\n   %\\tLast Year Average\\t(in)\\nLast Year...\n",
       "457                                      (in)\\nAverage\n",
       "458                                            (in)\\n%\n",
       "459                                 Average\\nLast Year\n",
       "460  (in)\\nLast Year % Avg\\nKolob\\tSNOTEL\\t9206\\t4\\...\n",
       "461      Suu Ranch\\tSNOTEL\\t8179\\t4.1\\t1.8\\t22.5\\t11.7\n",
       "462  Webster Flat\\tSNOTEL\\t9203\\t5.1\\t2.6\\t196%\\t2....\n",
       "463  Midway Valley\\tSNOTEL\\t9800\\t5.6\\t3.1\\t181%\\t2...\n",
       "464     Brian Head\\tSNOTEL\\t9972\\t5.3\\t1.9\\t25.6\\t14.5\n",
       "465  Yankee Reservoir    \\tSNOTEL\\t8708\\t3.2\\t1.5\\t...\n",
       "466  Castle Valley\\tSNOTEL\\t9580\\t3.1\\t2.2\\t141%\\t1...\n",
       "467                  Basin Index\\t165%\\t77%\\t113%\\t61%\n",
       "468                             # of sites\\t4\\t4\\t4\\t4\n",
       "\n",
       "[469 rows x 1 columns]>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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