LATimes_prop64_analysis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Proposition 64 analysis for LA Times Python course\n",
    "\n",
    "Following a course run by Ben Welsh from LA Times."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from IPython.display import display\n",
    "\n",
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "InteractiveShell.ast_node_interactivity = \"all\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "props = pd.read_csv(\"http://www.firstpythonnotebook.org/_static/committees.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ocd_prop_id</th>\n",
       "      <th>calaccess_prop_id</th>\n",
       "      <th>ccdc_prop_id</th>\n",
       "      <th>prop_name</th>\n",
       "      <th>ccdc_committee_id</th>\n",
       "      <th>calaccess_committee_id</th>\n",
       "      <th>committee_name</th>\n",
       "      <th>committee_position</th>\n",
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       "  </thead>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6</td>\n",
       "      <td>1376258</td>\n",
       "      <td>70</td>\n",
       "      <td>PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...</td>\n",
       "      <td>382</td>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>383</td>\n",
       "      <td>1220380</td>\n",
       "      <td>COMMUNITY COLLEGE FACILITY COALITION ISSUES CO...</td>\n",
       "      <td>SUPPORT</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6</td>\n",
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       "      <td>384</td>\n",
       "      <td>1282321</td>\n",
       "      <td>TORLAKSON'S INVEST IN CALIFORNIA A BALLOT MEAS...</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6</td>\n",
       "      <td>1376258</td>\n",
       "      <td>70</td>\n",
       "      <td>PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...</td>\n",
       "      <td>385</td>\n",
       "      <td>1382843</td>\n",
       "      <td>CALIFORNIA TAXPAYERS AND EDUCATORS OPPOSED TO ...</td>\n",
       "      <td>OPPOSE</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ocd-contest/85990193-9d6f-4600-b8e7-bf1317841d82</td>\n",
       "      <td>1362198</td>\n",
       "      <td>71</td>\n",
       "      <td>PROPOSITION 052 - STATE FEES ON HOSPITALS. FED...</td>\n",
       "      <td>386</td>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        ocd_prop_id  calaccess_prop_id  \\\n",
       "0  ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6            1376258   \n",
       "1  ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6            1376258   \n",
       "2  ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6            1376258   \n",
       "3  ocd-contest/b51dc64d-3562-4913-a190-69f5088c22a6            1376258   \n",
       "4  ocd-contest/85990193-9d6f-4600-b8e7-bf1317841d82            1362198   \n",
       "\n",
       "   ccdc_prop_id                                          prop_name  \\\n",
       "0            70  PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...   \n",
       "1            70  PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...   \n",
       "2            70  PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...   \n",
       "3            70  PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...   \n",
       "4            71  PROPOSITION 052 - STATE FEES ON HOSPITALS. FED...   \n",
       "\n",
       "   ccdc_committee_id  calaccess_committee_id  \\\n",
       "0                382                 1374469   \n",
       "1                383                 1220380   \n",
       "2                384                 1282321   \n",
       "3                385                 1382843   \n",
       "4                386                 1362973   \n",
       "\n",
       "                                      committee_name committee_position  \n",
       "0  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...            SUPPORT  \n",
       "1  COMMUNITY COLLEGE FACILITY COALITION ISSUES CO...            SUPPORT  \n",
       "2  TORLAKSON'S INVEST IN CALIFORNIA A BALLOT MEAS...            SUPPORT  \n",
       "3  CALIFORNIA TAXPAYERS AND EDUCATORS OPPOSED TO ...             OPPOSE  \n",
       "4  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...            SUPPORT  "
      ]
     },
     "execution_count": 154,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "props.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 155,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 102 entries, 0 to 101\n",
      "Data columns (total 8 columns):\n",
      "ocd_prop_id               102 non-null object\n",
      "calaccess_prop_id         102 non-null int64\n",
      "ccdc_prop_id              102 non-null int64\n",
      "prop_name                 102 non-null object\n",
      "ccdc_committee_id         102 non-null int64\n",
      "calaccess_committee_id    102 non-null int64\n",
      "committee_name            102 non-null object\n",
      "committee_position        102 non-null object\n",
      "dtypes: int64(4), object(4)\n",
      "memory usage: 6.4+ KB\n"
     ]
    }
   ],
   "source": [
    "props.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 156,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "contribs = pd.read_csv(\"http://www.firstpythonnotebook.org/_static/contributions.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>calaccess_committee_id</th>\n",
       "      <th>committee_name</th>\n",
       "      <th>calaccess_filing_id</th>\n",
       "      <th>date_received</th>\n",
       "      <th>contributor_lastname</th>\n",
       "      <th>contributor_firstname</th>\n",
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       "      <th>contributor_state</th>\n",
       "      <th>contributor_zip</th>\n",
       "      <th>contributor_employer</th>\n",
       "      <th>contributor_occupation</th>\n",
       "      <th>contributor_is_self_employed</th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-09-18</td>\n",
       "      <td>BERGMAN</td>\n",
       "      <td>GRETCHEN</td>\n",
       "      <td>SPRING VALLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>91978</td>\n",
       "      <td>A NEW PATH</td>\n",
       "      <td>EXECUTIVE DIRECTOR</td>\n",
       "      <td>False</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <td>KAHLE</td>\n",
       "      <td>MYRNA</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92109</td>\n",
       "      <td>NATIONAL SCHOOL DISTRICT</td>\n",
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       "      <td>2016-07-15</td>\n",
       "      <td>MCDEVITT</td>\n",
       "      <td>LEO</td>\n",
       "      <td>ESCONDIDO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92025</td>\n",
       "      <td>LIFE IONIZERS</td>\n",
       "      <td>SEO/CONTENT MANAGER</td>\n",
       "      <td>False</td>\n",
       "      <td>198.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
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       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-10</td>\n",
       "      <td>WARREN-SAMARIPA</td>\n",
       "      <td>STEPHANIE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92116</td>\n",
       "      <td>STEPHANIE WARREN SAMARIPA</td>\n",
       "      <td>ENTREPRENEUR</td>\n",
       "      <td>False</td>\n",
       "      <td>-50.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-07-26</td>\n",
       "      <td>WARREN-SAMARIPA</td>\n",
       "      <td>STEPHANIE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92116</td>\n",
       "      <td>STEPHANIE WARREN SAMARIPA</td>\n",
       "      <td>ENTREPRENEUR</td>\n",
       "      <td>True</td>\n",
       "      <td>50.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-07-26</td>\n",
       "      <td>VENTURO</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92110</td>\n",
       "      <td>SMI</td>\n",
       "      <td>ENGINEER</td>\n",
       "      <td>False</td>\n",
       "      <td>198.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-07-29</td>\n",
       "      <td>HANNON</td>\n",
       "      <td>SUSAN</td>\n",
       "      <td>CARLSBAD</td>\n",
       "      <td>CA</td>\n",
       "      <td>92008</td>\n",
       "      <td>SUSAN HANNON</td>\n",
       "      <td>SALES</td>\n",
       "      <td>True</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-06</td>\n",
       "      <td>SCHERER</td>\n",
       "      <td>WAYNE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92117</td>\n",
       "      <td>WAYNE SCHERER</td>\n",
       "      <td>OWNER</td>\n",
       "      <td>True</td>\n",
       "      <td>30.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-19</td>\n",
       "      <td>SEXTON</td>\n",
       "      <td>MICHELLE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92109</td>\n",
       "      <td>CENTER FOR THE STUDY OF CANNABIS AND SOCIAL PO...</td>\n",
       "      <td>RESEARCHER</td>\n",
       "      <td>False</td>\n",
       "      <td>84.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>WOLFF</td>\n",
       "      <td>MICHELLE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92107</td>\n",
       "      <td>MICHELLE WOLFF</td>\n",
       "      <td>COMEDIAN</td>\n",
       "      <td>True</td>\n",
       "      <td>84.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-09-16</td>\n",
       "      <td>KLEYMEYER</td>\n",
       "      <td>JOSH</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92116</td>\n",
       "      <td>JOSH KLEYMEYER</td>\n",
       "      <td>CONSULTANT</td>\n",
       "      <td>True</td>\n",
       "      <td>42.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-09-19</td>\n",
       "      <td>MCELFRESH</td>\n",
       "      <td>JESSICA</td>\n",
       "      <td>RANCHO SANTA FE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92091</td>\n",
       "      <td>MCELFRESH LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>True</td>\n",
       "      <td>150.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-04</td>\n",
       "      <td>CANNABIS EDUCATION PROJECT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-16</td>\n",
       "      <td>NATUREWELL INCORPORATED</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92101</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>5000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-09-06</td>\n",
       "      <td>DR. BRONNERS MAGIC SOAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>VISTA</td>\n",
       "      <td>CA</td>\n",
       "      <td>92085</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>5000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-20</td>\n",
       "      <td>KAHLE</td>\n",
       "      <td>MYRNA</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92109</td>\n",
       "      <td>NATIONAL SCHOOL DISTRICT</td>\n",
       "      <td>TEACHER</td>\n",
       "      <td>False</td>\n",
       "      <td>84.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-07-28</td>\n",
       "      <td>TOWER</td>\n",
       "      <td>ROGER</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92105</td>\n",
       "      <td>RIVERINE, INC.</td>\n",
       "      <td>DIGITAL MARKETING CONSULTANT</td>\n",
       "      <td>False</td>\n",
       "      <td>50.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2098758</td>\n",
       "      <td>2016-10-02</td>\n",
       "      <td>MCELFRESH</td>\n",
       "      <td>JESSICA</td>\n",
       "      <td>RANCHO SANTA FE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92091</td>\n",
       "      <td>MCELFRESH LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>300.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2098758</td>\n",
       "      <td>2016-10-16</td>\n",
       "      <td>GELFAND</td>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>RANCHO SANTA FE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92067</td>\n",
       "      <td>TERRA VISTA MANAGEMENT</td>\n",
       "      <td>REAL ESTATE</td>\n",
       "      <td>False</td>\n",
       "      <td>250.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2098758</td>\n",
       "      <td>2016-10-20</td>\n",
       "      <td>SCHMACTENBERGER</td>\n",
       "      <td>JAMES</td>\n",
       "      <td>ENCINITAS</td>\n",
       "      <td>CA</td>\n",
       "      <td>92024</td>\n",
       "      <td>MANKIND COOP</td>\n",
       "      <td>DIRECTOR</td>\n",
       "      <td>False</td>\n",
       "      <td>300.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2017-11-04</td>\n",
       "      <td>NATUREWELL, INCORPORATED</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92101</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>2000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>RIEL</td>\n",
       "      <td>RICH</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92123</td>\n",
       "      <td>DR. DJ</td>\n",
       "      <td>DJ</td>\n",
       "      <td>False</td>\n",
       "      <td>1000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>WICKER</td>\n",
       "      <td>EDWARD</td>\n",
       "      <td>ESCONDIDO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92025</td>\n",
       "      <td>EDWARD WICKER ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>250.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-01</td>\n",
       "      <td>MCELFRESH</td>\n",
       "      <td>JESSICA</td>\n",
       "      <td>RANCHO SANTA FE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92091</td>\n",
       "      <td>MCELFRESH LAW</td>\n",
       "      <td>LAWYER</td>\n",
       "      <td>False</td>\n",
       "      <td>250.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-19</td>\n",
       "      <td>CANNABIS EDUCATION PROJECT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ANAHEIM</td>\n",
       "      <td>CA</td>\n",
       "      <td>92801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>800.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-12-12</td>\n",
       "      <td>COMMUNITY ENGAGEMENT RESOURCES</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CA</td>\n",
       "      <td>CA</td>\n",
       "      <td>92107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1372902</td>\n",
       "      <td>AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...</td>\n",
       "      <td>1966084</td>\n",
       "      <td>2015-03-11</td>\n",
       "      <td>ADVANCE POLYBAG, INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SUGAR LAND</td>\n",
       "      <td>TX</td>\n",
       "      <td>77077</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>12000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1372902</td>\n",
       "      <td>AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...</td>\n",
       "      <td>1966084</td>\n",
       "      <td>2015-03-16</td>\n",
       "      <td>HILEX POLY CO. LLC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HARTSVILLE</td>\n",
       "      <td>SC</td>\n",
       "      <td>29550</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>42000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1372902</td>\n",
       "      <td>AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...</td>\n",
       "      <td>1966084</td>\n",
       "      <td>2015-03-17</td>\n",
       "      <td>SUPERBAG CORP.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HOUSTON</td>\n",
       "      <td>TX</td>\n",
       "      <td>77041</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>12000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1372902</td>\n",
       "      <td>AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...</td>\n",
       "      <td>1982896</td>\n",
       "      <td>2015-04-15</td>\n",
       "      <td>FORMOSA PLASTICS CORPORATION U.S.A.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LIVINGSTON</td>\n",
       "      <td>NJ</td>\n",
       "      <td>7039</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>14000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56349</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>EASY LIFT DOOR COMPANY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95821</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56350</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>EVERGREEN LANDSCAPE COMPANY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LODI</td>\n",
       "      <td>CA</td>\n",
       "      <td>95241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56351</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>GLOBE FIRE SPRINKLER CORP.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ANAHEIM</td>\n",
       "      <td>CA</td>\n",
       "      <td>92807</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56352</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>GOUVIS ENGINEERING CONSULTING GROUP</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEWPORT BEACH</td>\n",
       "      <td>CA</td>\n",
       "      <td>92660</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56353</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>HOUSING CAPITAL COMPANY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN MATEO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56354</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>INMAN LAW GROUP</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95814</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56355</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>JEAN BATES &amp; ASSOCIATES</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DANVILLE</td>\n",
       "      <td>CA</td>\n",
       "      <td>94526</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56356</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>KPS ALARMS, INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ONTARIO</td>\n",
       "      <td>CA</td>\n",
       "      <td>91761</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56357</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>LAND HOME FINANCIAL SERVICES BUILDER DIVISION</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONCORD</td>\n",
       "      <td>CA</td>\n",
       "      <td>94520</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56358</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>LENNAR HOMES OF CALIFORNIA INC., AND AFFILIATE...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN RAFAEL</td>\n",
       "      <td>CA</td>\n",
       "      <td>94901</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56359</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>LEONARD ROOFING</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ELK GROVE</td>\n",
       "      <td>CA</td>\n",
       "      <td>95624</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56360</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>LEWIS PACIFIC PARTNERS, INCLUDING CONTRIBUTION...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>UPLAND</td>\n",
       "      <td>CA</td>\n",
       "      <td>91786</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56361</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>LG HAUSYS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LIVERMORE</td>\n",
       "      <td>CA</td>\n",
       "      <td>94551</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56362</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>MARINA LANDSCAPE INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LIVERMORE</td>\n",
       "      <td>CA</td>\n",
       "      <td>94551</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56363</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>MERIDIAN PACIFIC, INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95825</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56364</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130385</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>SAMSUNG HOME APPLIANCES</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RIDGEFIELD PARK</td>\n",
       "      <td>NJ</td>\n",
       "      <td>7660</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56365</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130387</td>\n",
       "      <td>2017-01-23</td>\n",
       "      <td>CALIFORNIA BUILDING INDUSTRY ASSOCIATION ISSUE...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95814</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>-27000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56366</th>\n",
       "      <td>1374469</td>\n",
       "      <td>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...</td>\n",
       "      <td>2130387</td>\n",
       "      <td>2017-01-23</td>\n",
       "      <td>COALITION FOR ADEQUATE SCHOOL HOUSING ISSUES C...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN RAFAEL</td>\n",
       "      <td>CA</td>\n",
       "      <td>94901</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>-9000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56367</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-01-20</td>\n",
       "      <td>AHMC HEALTHCARE, INC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>231403.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56368</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-01-20</td>\n",
       "      <td>AHMC HEALTHCARE, INC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>231403.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56369</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-01-20</td>\n",
       "      <td>AHMC HEALTHCARE, INC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>231403.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56370</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-02-04</td>\n",
       "      <td>AHMC HEALTHCARE, INC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>231403.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56371</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-02-04</td>\n",
       "      <td>AHMC HEALTHCARE, INC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>231403.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56372</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1962988</td>\n",
       "      <td>2015-03-31</td>\n",
       "      <td>TRI-CITY REGIONAL MEDICAL CENTER</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HAWAIIAN GARDENS</td>\n",
       "      <td>CA</td>\n",
       "      <td>90716</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>7050.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56373</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>1980342</td>\n",
       "      <td>2015-06-30</td>\n",
       "      <td>ORCHARD HOSPITAL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GRIDLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>95948</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>9429.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56374</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>2009922</td>\n",
       "      <td>2015-12-22</td>\n",
       "      <td>CALIFORNIA HEALTH FOUNDATION AND TRUST</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95814</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>2000000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56375</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>2009922</td>\n",
       "      <td>2015-12-22</td>\n",
       "      <td>CFHS HOLDINGS, INC./MARINA DEL REY HOSPITAL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MARINA DEL REY</td>\n",
       "      <td>CA</td>\n",
       "      <td>90292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>4629.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56376</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>2033916</td>\n",
       "      <td>2016-01-20</td>\n",
       "      <td>DIGNITY HEALTH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>91107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>8478390.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56377</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>2082752</td>\n",
       "      <td>2016-08-01</td>\n",
       "      <td>MEMBERS' VOICE OF THE STATE BUILDING AND CONST...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95814</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>100000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56378</th>\n",
       "      <td>1362973</td>\n",
       "      <td>YES ON PROPOSITION 52 - A COALITION OF CALIFOR...</td>\n",
       "      <td>2082752</td>\n",
       "      <td>2016-08-16</td>\n",
       "      <td>CALIFORNIA HOSPITALS COMMITTEE ON ISSUES, (CHC...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95814</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>56379 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       calaccess_committee_id  \\\n",
       "0                     1386560   \n",
       "1                     1386560   \n",
       "2                     1386560   \n",
       "3                     1386560   \n",
       "4                     1386560   \n",
       "5                     1386560   \n",
       "6                     1386560   \n",
       "7                     1386560   \n",
       "8                     1386560   \n",
       "9                     1386560   \n",
       "10                    1386560   \n",
       "11                    1386560   \n",
       "12                    1386560   \n",
       "13                    1386560   \n",
       "14                    1386560   \n",
       "15                    1386560   \n",
       "16                    1386560   \n",
       "17                    1386560   \n",
       "18                    1386560   \n",
       "19                    1386560   \n",
       "20                    1386560   \n",
       "21                    1386560   \n",
       "22                    1386560   \n",
       "23                    1386560   \n",
       "24                    1386560   \n",
       "25                    1386560   \n",
       "26                    1372902   \n",
       "27                    1372902   \n",
       "28                    1372902   \n",
       "29                    1372902   \n",
       "...                       ...   \n",
       "56349                 1374469   \n",
       "56350                 1374469   \n",
       "56351                 1374469   \n",
       "56352                 1374469   \n",
       "56353                 1374469   \n",
       "56354                 1374469   \n",
       "56355                 1374469   \n",
       "56356                 1374469   \n",
       "56357                 1374469   \n",
       "56358                 1374469   \n",
       "56359                 1374469   \n",
       "56360                 1374469   \n",
       "56361                 1374469   \n",
       "56362                 1374469   \n",
       "56363                 1374469   \n",
       "56364                 1374469   \n",
       "56365                 1374469   \n",
       "56366                 1374469   \n",
       "56367                 1362973   \n",
       "56368                 1362973   \n",
       "56369                 1362973   \n",
       "56370                 1362973   \n",
       "56371                 1362973   \n",
       "56372                 1362973   \n",
       "56373                 1362973   \n",
       "56374                 1362973   \n",
       "56375                 1362973   \n",
       "56376                 1362973   \n",
       "56377                 1362973   \n",
       "56378                 1362973   \n",
       "\n",
       "                                          committee_name  calaccess_filing_id  \\\n",
       "0             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "1             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "2             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "3             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "4             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "5             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "6             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "7             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "8             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "9             ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "10            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "11            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "12            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "13            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "14            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "15            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "16            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "17            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2098758   \n",
       "18            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2098758   \n",
       "19            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2098758   \n",
       "20            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "21            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "22            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "23            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "24            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "25            ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2131665   \n",
       "26     AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...              1966084   \n",
       "27     AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...              1966084   \n",
       "28     AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...              1966084   \n",
       "29     AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT O...              1982896   \n",
       "...                                                  ...                  ...   \n",
       "56349  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56350  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56351  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56352  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56353  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56354  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56355  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56356  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56357  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56358  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56359  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56360  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56361  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56362  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56363  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56364  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130385   \n",
       "56365  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130387   \n",
       "56366  YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALI...              2130387   \n",
       "56367  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56368  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56369  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56370  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56371  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56372  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1962988   \n",
       "56373  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              1980342   \n",
       "56374  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              2009922   \n",
       "56375  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              2009922   \n",
       "56376  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              2033916   \n",
       "56377  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              2082752   \n",
       "56378  YES ON PROPOSITION 52 - A COALITION OF CALIFOR...              2082752   \n",
       "\n",
       "      date_received                               contributor_lastname  \\\n",
       "0        2016-09-18                                            BERGMAN   \n",
       "1        2016-09-18                                              KAHLE   \n",
       "2        2016-07-15                                           MCDEVITT   \n",
       "3        2016-08-10                                    WARREN-SAMARIPA   \n",
       "4        2016-07-26                                    WARREN-SAMARIPA   \n",
       "5        2016-07-26                                            VENTURO   \n",
       "6        2016-07-29                                             HANNON   \n",
       "7        2016-08-06                                            SCHERER   \n",
       "8        2016-08-19                                             SEXTON   \n",
       "9        2016-09-15                                              WOLFF   \n",
       "10       2016-09-16                                          KLEYMEYER   \n",
       "11       2016-09-19                                          MCELFRESH   \n",
       "12       2016-08-04                         CANNABIS EDUCATION PROJECT   \n",
       "13       2016-08-16                            NATUREWELL INCORPORATED   \n",
       "14       2016-09-06                           DR. BRONNERS MAGIC SOAPS   \n",
       "15       2016-08-20                                              KAHLE   \n",
       "16       2016-07-28                                              TOWER   \n",
       "17       2016-10-02                                          MCELFRESH   \n",
       "18       2016-10-16                                            GELFAND   \n",
       "19       2016-10-20                                    SCHMACTENBERGER   \n",
       "20       2017-11-04                           NATUREWELL, INCORPORATED   \n",
       "21       2016-11-03                                               RIEL   \n",
       "22       2016-11-03                                             WICKER   \n",
       "23       2016-11-01                                          MCELFRESH   \n",
       "24       2016-11-19                         CANNABIS EDUCATION PROJECT   \n",
       "25       2016-12-12                     COMMUNITY ENGAGEMENT RESOURCES   \n",
       "26       2015-03-11                              ADVANCE POLYBAG, INC.   \n",
       "27       2015-03-16                                 HILEX POLY CO. LLC   \n",
       "28       2015-03-17                                     SUPERBAG CORP.   \n",
       "29       2015-04-15                FORMOSA PLASTICS CORPORATION U.S.A.   \n",
       "...             ...                                                ...   \n",
       "56349    2016-11-07                             EASY LIFT DOOR COMPANY   \n",
       "56350    2016-11-07                        EVERGREEN LANDSCAPE COMPANY   \n",
       "56351    2016-11-07                         GLOBE FIRE SPRINKLER CORP.   \n",
       "56352    2016-11-07                GOUVIS ENGINEERING CONSULTING GROUP   \n",
       "56353    2016-11-07                            HOUSING CAPITAL COMPANY   \n",
       "56354    2016-11-07                                    INMAN LAW GROUP   \n",
       "56355    2016-11-07                            JEAN BATES & ASSOCIATES   \n",
       "56356    2016-11-07                                   KPS ALARMS, INC.   \n",
       "56357    2016-11-07      LAND HOME FINANCIAL SERVICES BUILDER DIVISION   \n",
       "56358    2016-11-07  LENNAR HOMES OF CALIFORNIA INC., AND AFFILIATE...   \n",
       "56359    2016-11-07                                    LEONARD ROOFING   \n",
       "56360    2016-11-07  LEWIS PACIFIC PARTNERS, INCLUDING CONTRIBUTION...   \n",
       "56361    2016-11-07                                          LG HAUSYS   \n",
       "56362    2016-11-07                              MARINA LANDSCAPE INC.   \n",
       "56363    2016-11-07                             MERIDIAN PACIFIC, INC.   \n",
       "56364    2016-11-07                            SAMSUNG HOME APPLIANCES   \n",
       "56365    2017-01-23  CALIFORNIA BUILDING INDUSTRY ASSOCIATION ISSUE...   \n",
       "56366    2017-01-23  COALITION FOR ADEQUATE SCHOOL HOUSING ISSUES C...   \n",
       "56367    2015-01-20                               AHMC HEALTHCARE, INC   \n",
       "56368    2015-01-20                               AHMC HEALTHCARE, INC   \n",
       "56369    2015-01-20                               AHMC HEALTHCARE, INC   \n",
       "56370    2015-02-04                               AHMC HEALTHCARE, INC   \n",
       "56371    2015-02-04                               AHMC HEALTHCARE, INC   \n",
       "56372    2015-03-31                   TRI-CITY REGIONAL MEDICAL CENTER   \n",
       "56373    2015-06-30                                   ORCHARD HOSPITAL   \n",
       "56374    2015-12-22             CALIFORNIA HEALTH FOUNDATION AND TRUST   \n",
       "56375    2015-12-22        CFHS HOLDINGS, INC./MARINA DEL REY HOSPITAL   \n",
       "56376    2016-01-20                                     DIGNITY HEALTH   \n",
       "56377    2016-08-01  MEMBERS' VOICE OF THE STATE BUILDING AND CONST...   \n",
       "56378    2016-08-16  CALIFORNIA HOSPITALS COMMITTEE ON ISSUES, (CHC...   \n",
       "\n",
       "      contributor_firstname  contributor_city contributor_state  \\\n",
       "0                  GRETCHEN     SPRING VALLEY                CA   \n",
       "1                     MYRNA         SAN DIEGO                CA   \n",
       "2                       LEO         ESCONDIDO                CA   \n",
       "3                 STEPHANIE         SAN DIEGO                CA   \n",
       "4                 STEPHANIE         SAN DIEGO                CA   \n",
       "5                      JOHN         SAN DIEGO                CA   \n",
       "6                     SUSAN          CARLSBAD                CA   \n",
       "7                     WAYNE         SAN DIEGO                CA   \n",
       "8                  MICHELLE         SAN DIEGO                CA   \n",
       "9                  MICHELLE         SAN DIEGO                CA   \n",
       "10                     JOSH         SAN DIEGO                CA   \n",
       "11                  JESSICA   RANCHO SANTA FE                CA   \n",
       "12                      NaN         SAN DIEGO                CA   \n",
       "13                      NaN         SAN DIEGO                CA   \n",
       "14                      NaN             VISTA                CA   \n",
       "15                    MYRNA         SAN DIEGO                CA   \n",
       "16                    ROGER         SAN DIEGO                CA   \n",
       "17                  JESSICA   RANCHO SANTA FE                CA   \n",
       "18                  MICHAEL   RANCHO SANTA FE                CA   \n",
       "19                    JAMES         ENCINITAS                CA   \n",
       "20                      NaN         SAN DIEGO                CA   \n",
       "21                     RICH         SAN DIEGO                CA   \n",
       "22                   EDWARD         ESCONDIDO                CA   \n",
       "23                  JESSICA   RANCHO SANTA FE                CA   \n",
       "24                      NaN           ANAHEIM                CA   \n",
       "25                      NaN                CA                CA   \n",
       "26                      NaN        SUGAR LAND                TX   \n",
       "27                      NaN        HARTSVILLE                SC   \n",
       "28                      NaN           HOUSTON                TX   \n",
       "29                      NaN        LIVINGSTON                NJ   \n",
       "...                     ...               ...               ...   \n",
       "56349                   NaN        SACRAMENTO                CA   \n",
       "56350                   NaN              LODI                CA   \n",
       "56351                   NaN           ANAHEIM                CA   \n",
       "56352                   NaN     NEWPORT BEACH                CA   \n",
       "56353                   NaN         SAN MATEO                CA   \n",
       "56354                   NaN        SACRAMENTO                CA   \n",
       "56355                   NaN          DANVILLE                CA   \n",
       "56356                   NaN           ONTARIO                CA   \n",
       "56357                   NaN           CONCORD                CA   \n",
       "56358                   NaN        SAN RAFAEL                CA   \n",
       "56359                   NaN         ELK GROVE                CA   \n",
       "56360                   NaN            UPLAND                CA   \n",
       "56361                   NaN         LIVERMORE                CA   \n",
       "56362                   NaN         LIVERMORE                CA   \n",
       "56363                   NaN        SACRAMENTO                CA   \n",
       "56364                   NaN   RIDGEFIELD PARK                NJ   \n",
       "56365                   NaN        SACRAMENTO                CA   \n",
       "56366                   NaN        SAN RAFAEL                CA   \n",
       "56367                   NaN          ALHAMBRA                CA   \n",
       "56368                   NaN          ALHAMBRA                CA   \n",
       "56369                   NaN          ALHAMBRA                CA   \n",
       "56370                   NaN          ALHAMBRA                CA   \n",
       "56371                   NaN          ALHAMBRA                CA   \n",
       "56372                   NaN  HAWAIIAN GARDENS                CA   \n",
       "56373                   NaN           GRIDLEY                CA   \n",
       "56374                   NaN        SACRAMENTO                CA   \n",
       "56375                   NaN    MARINA DEL REY                CA   \n",
       "56376                   NaN     SAN FRANCISCO                CA   \n",
       "56377                   NaN        SACRAMENTO                CA   \n",
       "56378                   NaN        SACRAMENTO                CA   \n",
       "\n",
       "      contributor_zip                               contributor_employer  \\\n",
       "0               91978                                         A NEW PATH   \n",
       "1               92109                           NATIONAL SCHOOL DISTRICT   \n",
       "2               92025                                      LIFE IONIZERS   \n",
       "3               92116                          STEPHANIE WARREN SAMARIPA   \n",
       "4               92116                          STEPHANIE WARREN SAMARIPA   \n",
       "5               92110                                                SMI   \n",
       "6               92008                                       SUSAN HANNON   \n",
       "7               92117                                      WAYNE SCHERER   \n",
       "8               92109  CENTER FOR THE STUDY OF CANNABIS AND SOCIAL PO...   \n",
       "9               92107                                     MICHELLE WOLFF   \n",
       "10              92116                                     JOSH KLEYMEYER   \n",
       "11              92091                                      MCELFRESH LAW   \n",
       "12              92107                                                NaN   \n",
       "13              92101                                                NaN   \n",
       "14              92085                                                NaN   \n",
       "15              92109                           NATIONAL SCHOOL DISTRICT   \n",
       "16              92105                                     RIVERINE, INC.   \n",
       "17              92091                                      MCELFRESH LAW   \n",
       "18              92067                             TERRA VISTA MANAGEMENT   \n",
       "19              92024                                       MANKIND COOP   \n",
       "20              92101                                                NaN   \n",
       "21              92123                                             DR. DJ   \n",
       "22              92025                      EDWARD WICKER ATTORNEY AT LAW   \n",
       "23              92091                                      MCELFRESH LAW   \n",
       "24              92801                                                NaN   \n",
       "25              92107                                                NaN   \n",
       "26              77077                                                NaN   \n",
       "27              29550                                                NaN   \n",
       "28              77041                                                NaN   \n",
       "29               7039                                                NaN   \n",
       "...               ...                                                ...   \n",
       "56349           95821                                                NaN   \n",
       "56350           95241                                                NaN   \n",
       "56351           92807                                                NaN   \n",
       "56352           92660                                                NaN   \n",
       "56353           94402                                                NaN   \n",
       "56354           95814                                                NaN   \n",
       "56355           94526                                                NaN   \n",
       "56356           91761                                                NaN   \n",
       "56357           94520                                                NaN   \n",
       "56358           94901                                                NaN   \n",
       "56359           95624                                                NaN   \n",
       "56360           91786                                                NaN   \n",
       "56361           94551                                                NaN   \n",
       "56362           94551                                                NaN   \n",
       "56363           95825                                                NaN   \n",
       "56364            7660                                                NaN   \n",
       "56365           95814                                                NaN   \n",
       "56366           94901                                                NaN   \n",
       "56367           91801                                                NaN   \n",
       "56368           91801                                                NaN   \n",
       "56369           91801                                                NaN   \n",
       "56370           91801                                                NaN   \n",
       "56371           91801                                                NaN   \n",
       "56372           90716                                                NaN   \n",
       "56373           95948                                                NaN   \n",
       "56374           95814                                                NaN   \n",
       "56375           90292                                                NaN   \n",
       "56376           91107                                                NaN   \n",
       "56377           95814                                                NaN   \n",
       "56378           95814                                                NaN   \n",
       "\n",
       "             contributor_occupation  contributor_is_self_employed      amount  \n",
       "0                EXECUTIVE DIRECTOR                         False       84.00  \n",
       "1                           TEACHER                         False       35.00  \n",
       "2               SEO/CONTENT MANAGER                         False      198.00  \n",
       "3                      ENTREPRENEUR                         False      -50.00  \n",
       "4                      ENTREPRENEUR                          True       50.00  \n",
       "5                          ENGINEER                         False      198.00  \n",
       "6                             SALES                          True      100.00  \n",
       "7                             OWNER                          True       30.00  \n",
       "8                        RESEARCHER                         False       84.00  \n",
       "9                          COMEDIAN                          True       84.00  \n",
       "10                       CONSULTANT                          True       42.00  \n",
       "11                         ATTORNEY                          True      150.00  \n",
       "12                              NaN                         False      400.00  \n",
       "13                              NaN                         False     5000.00  \n",
       "14                              NaN                         False     5000.00  \n",
       "15                          TEACHER                         False       84.00  \n",
       "16     DIGITAL MARKETING CONSULTANT                         False       50.00  \n",
       "17                         ATTORNEY                         False      300.00  \n",
       "18                      REAL ESTATE                         False      250.00  \n",
       "19                         DIRECTOR                         False      300.00  \n",
       "20                              NaN                         False     2000.00  \n",
       "21                               DJ                         False     1000.00  \n",
       "22                         ATTORNEY                         False      250.00  \n",
       "23                           LAWYER                         False      250.00  \n",
       "24                              NaN                         False      800.00  \n",
       "25                              NaN                         False      400.00  \n",
       "26                              NaN                         False    12000.00  \n",
       "27                              NaN                         False    42000.00  \n",
       "28                              NaN                         False    12000.00  \n",
       "29                              NaN                         False    14000.00  \n",
       "...                             ...                           ...         ...  \n",
       "56349                           NaN                         False      100.00  \n",
       "56350                           NaN                         False      100.00  \n",
       "56351                           NaN                         False      100.00  \n",
       "56352                           NaN                         False      100.00  \n",
       "56353                           NaN                         False      100.00  \n",
       "56354                           NaN                         False      100.00  \n",
       "56355                           NaN                         False      100.00  \n",
       "56356                           NaN                         False      100.00  \n",
       "56357                           NaN                         False      100.00  \n",
       "56358                           NaN                         False      100.00  \n",
       "56359                           NaN                         False      100.00  \n",
       "56360                           NaN                         False      100.00  \n",
       "56361                           NaN                         False      100.00  \n",
       "56362                           NaN                         False      100.00  \n",
       "56363                           NaN                         False      100.00  \n",
       "56364                           NaN                         False      100.00  \n",
       "56365                           NaN                         False   -27000.00  \n",
       "56366                           NaN                         False    -9000.00  \n",
       "56367                           NaN                         False   231403.67  \n",
       "56368                           NaN                         False   231403.67  \n",
       "56369                           NaN                         False   231403.67  \n",
       "56370                           NaN                         False   231403.67  \n",
       "56371                           NaN                         False   231403.67  \n",
       "56372                           NaN                         False     7050.49  \n",
       "56373                           NaN                         False     9429.50  \n",
       "56374                           NaN                         False  2000000.00  \n",
       "56375                           NaN                         False     4629.00  \n",
       "56376                           NaN                         False  8478390.00  \n",
       "56377                           NaN                         False   100000.00  \n",
       "56378                           NaN                         False  1000000.00  \n",
       "\n",
       "[56379 rows x 13 columns]"
      ]
     },
     "execution_count": 157,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "contribs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 56379 entries, 0 to 56378\n",
      "Data columns (total 13 columns):\n",
      "calaccess_committee_id          56379 non-null int64\n",
      "committee_name                  56379 non-null object\n",
      "calaccess_filing_id             56379 non-null int64\n",
      "date_received                   56379 non-null object\n",
      "contributor_lastname            56375 non-null object\n",
      "contributor_firstname           53411 non-null object\n",
      "contributor_city                56369 non-null object\n",
      "contributor_state               56363 non-null object\n",
      "contributor_zip                 56366 non-null object\n",
      "contributor_employer            48572 non-null object\n",
      "contributor_occupation          53273 non-null object\n",
      "contributor_is_self_employed    56379 non-null bool\n",
      "amount                          56379 non-null float64\n",
      "dtypes: bool(1), float64(1), int64(2), object(9)\n",
      "memory usage: 5.2+ MB\n"
     ]
    }
   ],
   "source": [
    "contribs.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>prop_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>PROPOSITION 057 - CRIMINAL SENTENCES. JUVENILE...</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>PROPOSITION 056 - CIGARETTE TAX TO FUND HEALTH...</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PROPOSITION 066- DEATH PENALTY. PROCEDURES. IN...</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>PROPOSITION 055 - TAX EXTENSION TO FUND EDUCAT...</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PROPOSITION 067- REFERENDUM TO OVERTURN BAN ON...</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>PROPOSITION 062- DEATH PENALTY. INITIATIVE STA...</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>PROPOSITION 059- SB 254 (CHAPTER 20, STATUTES ...</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>PROPOSITION 053 - REVENUE BONDS. STATEWIDE VOT...</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>PROPOSITION 054 - LEGISLATURE. LEGISLATION AND...</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>PROPOSITION 058 - SB 1174 (CHAPTER 753, STATUT...</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>PROPOSITION 063- FIREARMS. AMMUNITION SALES. I...</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>PROPOSITION 052 - STATE FEES ON HOSPITALS. FED...</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>PROPOSITION 061- STATE PRESCRIPTION DRUG PURCH...</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>PROPOSITION 060- ADULT FILMS. CONDOMS. HEALTH ...</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>PROPOSITION 065- CARRY-OUT BAGS. CHARGES. INIT...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                index  prop_name\n",
       "0   PROPOSITION 057 - CRIMINAL SENTENCES. JUVENILE...         13\n",
       "1   PROPOSITION 056 - CIGARETTE TAX TO FUND HEALTH...         12\n",
       "2   PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...         11\n",
       "3   PROPOSITION 066- DEATH PENALTY. PROCEDURES. IN...          9\n",
       "4   PROPOSITION 055 - TAX EXTENSION TO FUND EDUCAT...          8\n",
       "5   PROPOSITION 067- REFERENDUM TO OVERTURN BAN ON...          7\n",
       "6   PROPOSITION 062- DEATH PENALTY. INITIATIVE STA...          7\n",
       "7   PROPOSITION 059- SB 254 (CHAPTER 20, STATUTES ...          6\n",
       "8   PROPOSITION 053 - REVENUE BONDS. STATEWIDE VOT...          4\n",
       "9   PROPOSITION 054 - LEGISLATURE. LEGISLATION AND...          4\n",
       "10  PROPOSITION 058 - SB 1174 (CHAPTER 753, STATUT...          4\n",
       "11  PROPOSITION 063- FIREARMS. AMMUNITION SALES. I...          4\n",
       "12  PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-...          4\n",
       "13  PROPOSITION 052 - STATE FEES ON HOSPITALS. FED...          3\n",
       "14  PROPOSITION 061- STATE PRESCRIPTION DRUG PURCH...          3\n",
       "15  PROPOSITION 060- ADULT FILMS. CONDOMS. HEALTH ...          2\n",
       "16  PROPOSITION 065- CARRY-OUT BAGS. CHARGES. INIT...          1"
      ]
     },
     "execution_count": 159,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "props.prop_name.value_counts().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>committee_name</th>\n",
       "      <th>contributor_lastname</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"21\" valign=\"top\">ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</th>\n",
       "      <th>BERGMAN</th>\n",
       "      <td>8.400000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CANNABIS EDUCATION PROJECT</th>\n",
       "      <td>6.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMUNITY ENGAGEMENT RESOURCES</th>\n",
       "      <td>4.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DR. BRONNERS MAGIC SOAPS</th>\n",
       "      <td>5.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GELFAND</th>\n",
       "      <td>2.500000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>HANNON</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>KAHLE</th>\n",
       "      <td>5.950000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>KLEYMEYER</th>\n",
       "      <td>4.200000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MCDEVITT</th>\n",
       "      <td>1.980000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MCELFRESH</th>\n",
       "      <td>2.333333e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NATUREWELL INCORPORATED</th>\n",
       "      <td>5.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NATUREWELL, INCORPORATED</th>\n",
       "      <td>2.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RIEL</th>\n",
       "      <td>1.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SCHERER</th>\n",
       "      <td>3.000000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SCHMACTENBERGER</th>\n",
       "      <td>3.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SEXTON</th>\n",
       "      <td>8.400000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TOWER</th>\n",
       "      <td>5.000000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VENTURO</th>\n",
       "      <td>1.980000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WARREN-SAMARIPA</th>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WICKER</th>\n",
       "      <td>2.500000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WOLFF</th>\n",
       "      <td>8.400000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT OF THE SOCIETY OF THE PLASTICS INDUSTRY (NON-PROFIT 501 (C) (6)), YES ON 65 AND NO ON 67</th>\n",
       "      <th>ADVANCE POLYBAG, INC.</th>\n",
       "      <td>4.964811e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FORMOSA PLASTICS CORPORATION U.S.A.</th>\n",
       "      <td>1.871104e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>HILEX POLY CO. LLC</th>\n",
       "      <td>1.749538e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RESTORE CALIFORNIA  - JIM FRAZIER BALLOT MEASURE COMMITTEE</th>\n",
       "      <td>2.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SUPERBAG CORP.</th>\n",
       "      <td>7.617122e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">CALIFORNIA CALLS ACTION FUND (NONPROFIT 501(C)(4))</th>\n",
       "      <th>CIVIC PARTICIPATION ACTION FUND -YES ON 57 (NONPROFIT 501(C)(4))</th>\n",
       "      <td>2.696571e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>THE SIXTEEN THIRTY FUND</th>\n",
       "      <td>2.000000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">CALIFORNIA CITIZENS AGAINST SPECIAL INTERESTS AND WASTEFUL TAXES, NO ON PROP. 56</th>\n",
       "      <th>ARTURO FUENTE CIGAR FACTORY, INC.</th>\n",
       "      <td>2.500000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BRIAR PATCH TOBACCONISTS, INC.</th>\n",
       "      <td>2.500000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"22\" valign=\"top\">YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALITY SCHOOLS, SPONSORED AND FUNDED BY COALITION FOR ADEQUATE SCHOOL HOUSING ISSUES COMMITTEE AND CALIFORNIA BUILDING INDUSTRY ASSOCIATION ISSUES COMMITTEE</th>\n",
       "      <th>WESTON &amp; ASSOCIATES MECHANICAL ENGINEERS</th>\n",
       "      <td>1.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WESTPARK SIERRA VISTA, LLC</th>\n",
       "      <td>1.250000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WEYERHAEUSER</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WHIRLPOOL CORPORATION</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WILKE, FLEURY, HOFFELT, GOULD &amp; BIRNEY, LLP</th>\n",
       "      <td>3.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WILLIAM HEZMALHALCH ARCHITECTS</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WILLIAM LYON HOMES, INC.</th>\n",
       "      <td>4.170000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WILMOR &amp; SONS PLUMBING &amp; CONSTRUCTION</th>\n",
       "      <td>2.500000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WINN</th>\n",
       "      <td>1.000000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WOOD RODGERS</th>\n",
       "      <td>3.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WOOD, SMITH, HENNING &amp; BERMAN</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WOODLEY ARCHITECTURAL GROUP</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WOODSIDE GROUP, LLC</th>\n",
       "      <td>5.000000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WRA</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>WYMAN</th>\n",
       "      <td>5.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>X-ACT FINISH &amp; TRIM INC.</th>\n",
       "      <td>2.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XL ENGINEERING</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YOUNG ELECTRIC, INC.</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZILLOW GROUP</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZISCHKE</th>\n",
       "      <td>1.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZOSLOCKI</th>\n",
       "      <td>5.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZURIER COMPANY</th>\n",
       "      <td>1.000000e+02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"8\" valign=\"top\">YES ON PROPOSITION 52 - A COALITION OF CALIFORNIA ASSOCIATION OF HOSPITALS AND HEALTH SYSTEMS AND NON-PROFIT HEALTH CARE ORGANIZATIONS</th>\n",
       "      <th>AHMC HEALTHCARE, INC</th>\n",
       "      <td>2.314037e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA HEALTH FOUNDATION AND TRUST</th>\n",
       "      <td>2.000000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA HOSPITALS COMMITTEE ON ISSUES, (CHCI) SPONSORED BY CALIFORNIA ASSOCIATION OF HOSPITALS AND HEALTH SYSTEMS (CAHHS)</th>\n",
       "      <td>1.000000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CFHS HOLDINGS, INC./MARINA DEL REY HOSPITAL</th>\n",
       "      <td>4.629000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DIGNITY HEALTH</th>\n",
       "      <td>8.478390e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MEMBERS' VOICE OF THE STATE BUILDING AND CONSTRUCTION TRADES COUNCIL OF CA</th>\n",
       "      <td>1.000000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ORCHARD HOSPITAL</th>\n",
       "      <td>9.429500e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TRI-CITY REGIONAL MEDICAL CENTER</th>\n",
       "      <td>7.050490e+03</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>24798 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                             amount\n",
       "committee_name                                     contributor_lastname                                            \n",
       "ADULT USE CAMPAIGN FOR PROPOSITION 64; THE         BERGMAN                                             8.400000e+01\n",
       "                                                   CANNABIS EDUCATION PROJECT                          6.000000e+02\n",
       "                                                   COMMUNITY ENGAGEMENT RESOURCES                      4.000000e+02\n",
       "                                                   DR. BRONNERS MAGIC SOAPS                            5.000000e+03\n",
       "                                                   GELFAND                                             2.500000e+02\n",
       "                                                   HANNON                                              1.000000e+02\n",
       "                                                   KAHLE                                               5.950000e+01\n",
       "                                                   KLEYMEYER                                           4.200000e+01\n",
       "                                                   MCDEVITT                                            1.980000e+02\n",
       "                                                   MCELFRESH                                           2.333333e+02\n",
       "                                                   NATUREWELL INCORPORATED                             5.000000e+03\n",
       "                                                   NATUREWELL, INCORPORATED                            2.000000e+03\n",
       "                                                   RIEL                                                1.000000e+03\n",
       "                                                   SCHERER                                             3.000000e+01\n",
       "                                                   SCHMACTENBERGER                                     3.000000e+02\n",
       "                                                   SEXTON                                              8.400000e+01\n",
       "                                                   TOWER                                               5.000000e+01\n",
       "                                                   VENTURO                                             1.980000e+02\n",
       "                                                   WARREN-SAMARIPA                                     0.000000e+00\n",
       "                                                   WICKER                                              2.500000e+02\n",
       "                                                   WOLFF                                               8.400000e+01\n",
       "AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT OF... ADVANCE POLYBAG, INC.                               4.964811e+04\n",
       "                                                   FORMOSA PLASTICS CORPORATION U.S.A.                 1.871104e+05\n",
       "                                                   HILEX POLY CO. LLC                                  1.749538e+05\n",
       "                                                   RESTORE CALIFORNIA  - JIM FRAZIER BALLOT MEASUR...  2.000000e+03\n",
       "                                                   SUPERBAG CORP.                                      7.617122e+04\n",
       "CALIFORNIA CALLS ACTION FUND (NONPROFIT 501(C)(4)) CIVIC PARTICIPATION ACTION FUND -YES ON 57 (NON...  2.696571e+04\n",
       "                                                   THE SIXTEEN THIRTY FUND                             2.000000e+04\n",
       "CALIFORNIA CITIZENS AGAINST SPECIAL INTERESTS A... ARTURO FUENTE CIGAR FACTORY, INC.                   2.500000e+03\n",
       "                                                   BRIAR PATCH TOBACCONISTS, INC.                      2.500000e+02\n",
       "...                                                                                                             ...\n",
       "YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALIT... WESTON & ASSOCIATES MECHANICAL ENGINEERS            1.000000e+03\n",
       "                                                   WESTPARK SIERRA VISTA, LLC                          1.250000e+04\n",
       "                                                   WEYERHAEUSER                                        1.000000e+02\n",
       "                                                   WHIRLPOOL CORPORATION                               1.000000e+02\n",
       "                                                   WILKE, FLEURY, HOFFELT, GOULD & BIRNEY, LLP         3.000000e+03\n",
       "                                                   WILLIAM HEZMALHALCH ARCHITECTS                      1.000000e+02\n",
       "                                                   WILLIAM LYON HOMES, INC.                            4.170000e+04\n",
       "                                                   WILMOR & SONS PLUMBING & CONSTRUCTION               2.500000e+03\n",
       "                                                   WINN                                                1.000000e+04\n",
       "                                                   WOOD RODGERS                                        3.000000e+02\n",
       "                                                   WOOD, SMITH, HENNING & BERMAN                       1.000000e+02\n",
       "                                                   WOODLEY ARCHITECTURAL GROUP                         1.000000e+02\n",
       "                                                   WOODSIDE GROUP, LLC                                 5.000000e+04\n",
       "                                                   WRA                                                 1.000000e+02\n",
       "                                                   WYMAN                                               5.000000e+02\n",
       "                                                   X-ACT FINISH & TRIM INC.                            2.000000e+03\n",
       "                                                   XL ENGINEERING                                      1.000000e+02\n",
       "                                                   YOUNG ELECTRIC, INC.                                1.000000e+02\n",
       "                                                   ZILLOW GROUP                                        1.000000e+02\n",
       "                                                   ZISCHKE                                             1.000000e+03\n",
       "                                                   ZOSLOCKI                                            5.000000e+02\n",
       "                                                   ZURIER COMPANY                                      1.000000e+02\n",
       "YES ON PROPOSITION 52 - A COALITION OF CALIFORN... AHMC HEALTHCARE, INC                                2.314037e+05\n",
       "                                                   CALIFORNIA HEALTH FOUNDATION AND TRUST              2.000000e+06\n",
       "                                                   CALIFORNIA HOSPITALS COMMITTEE ON ISSUES, (CHCI...  1.000000e+06\n",
       "                                                   CFHS HOLDINGS, INC./MARINA DEL REY HOSPITAL         4.629000e+03\n",
       "                                                   DIGNITY HEALTH                                      8.478390e+06\n",
       "                                                   MEMBERS' VOICE OF THE STATE BUILDING AND CONSTR...  1.000000e+05\n",
       "                                                   ORCHARD HOSPITAL                                    9.429500e+03\n",
       "                                                   TRI-CITY REGIONAL MEDICAL CENTER                    7.050490e+03\n",
       "\n",
       "[24798 rows x 1 columns]"
      ]
     },
     "execution_count": 160,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# I did this test myself, not in the course\n",
    "pd.pivot_table(contribs,index=[\"committee_name\",\"contributor_lastname\"], values=[\"amount\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 161,
   "metadata": {
    "collapsed": true,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "#  Ross's code\n",
    "# for comittee, row in contribs.head().groupby(\"committee_name\"):\n",
    "#     print(comittee[:15])\n",
    "#     print(\"{},{}\".format(row['contributor_lastname'], row['amount'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PROPOSITION 057 - CRIMINAL SENTENCES. JUVENILE CRIMINAL PROCEEDINGS AND SENTENCING. INITIATIVE CONSTITUTIONAL AMENDMENT AND STATUTE.                           13\n",
       "PROPOSITION 056 - CIGARETTE TAX TO FUND HEALTHCARE, TOBACCO USE PREVENTION, RESEARCH, AND LAW ENFORCEMENT. INITIATIVE CONSTITUTIONAL AMENDMENT AND STATUTE.    12\n",
       "PROPOSITION 064- MARIJUANA LEGALIZATION. INITIATIVE STATUTE.                                                                                                   11\n",
       "PROPOSITION 066- DEATH PENALTY. PROCEDURES. INITIATIVE STATUTE.                                                                                                 9\n",
       "PROPOSITION 055 - TAX EXTENSION TO FUND EDUCATION AND HEALTHCARE. INITIATIVE CONSTITUTIONAL AMENDMENT.                                                          8\n",
       "PROPOSITION 067- REFERENDUM TO OVERTURN BAN ON SINGLE-USE PLASTIC BAGS.                                                                                         7\n",
       "PROPOSITION 062- DEATH PENALTY. INITIATIVE STATUTE.                                                                                                             7\n",
       "PROPOSITION 059- SB 254 (CHAPTER 20, STATUTES OF 2016), ALLEN. CAMPAIGN FINANCE: VOTER INSTRUCTION                                                              6\n",
       "PROPOSITION 053 - REVENUE BONDS. STATEWIDE VOTER APPROVAL. INITIATIVE CONSTITUTIONAL AMENDMENT.                                                                 4\n",
       "PROPOSITION 054 - LEGISLATURE. LEGISLATION AND PROCEEDINGS. INITIATIVE CONSTITUTIONAL AMENDMENT AND STATUTE.                                                    4\n",
       "PROPOSITION 058 - SB 1174 (CHAPTER 753, STATUTES OF 2014), LARA. ENGLISH LANGUAGE EDUCATION                                                                     4\n",
       "PROPOSITION 063- FIREARMS. AMMUNITION SALES. INTIATIVE STATUTE.                                                                                                 4\n",
       "PROPOSITION 051 - SCHOOL BONDS. FUNDING FOR K-12 SCHOOL AND COMMUNITY COLLEGE FACILITIES. INITIATIVE STATUTORY AMENDMENT.                                       4\n",
       "PROPOSITION 052 - STATE FEES ON HOSPITALS. FEDERAL MEDI-CAL MATCHING FUNDS. INITIATIVE STATUTORY AND CONSTITUTIONAL AMENDMENT.                                  3\n",
       "PROPOSITION 061- STATE PRESCRIPTION DRUG PURCHASES. PRICING STANDARDS. INITIATIVE STATUTE.                                                                      3\n",
       "PROPOSITION 060- ADULT FILMS. CONDOMS. HEALTH REQUIREMENTS. INITIATIVE STATUTE.                                                                                 2\n",
       "PROPOSITION 065- CARRY-OUT BAGS. CHARGES. INITIATIVE STATUTE.                                                                                                   1\n",
       "Name: prop_name, dtype: int64"
      ]
     },
     "execution_count": 162,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "props.prop_name.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "prop064 = props[props.prop_name == \"PROPOSITION 064- MARIJUANA LEGALIZATION. INITIATIVE STATUTE.\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ocd_prop_id</th>\n",
       "      <th>calaccess_prop_id</th>\n",
       "      <th>ccdc_prop_id</th>\n",
       "      <th>prop_name</th>\n",
       "      <th>ccdc_committee_id</th>\n",
       "      <th>calaccess_committee_id</th>\n",
       "      <th>committee_name</th>\n",
       "      <th>committee_position</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>458</td>\n",
       "      <td>1376077</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>459</td>\n",
       "      <td>1382568</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>OPPOSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>460</td>\n",
       "      <td>1371855</td>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>SUPPORT</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         ocd_prop_id  calaccess_prop_id  \\\n",
       "74  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "75  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "76  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "77  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "78  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "    ccdc_prop_id                                          prop_name  \\\n",
       "74            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "75            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "76            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "77            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "78            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "    ccdc_committee_id  calaccess_committee_id  \\\n",
       "74                456                 1381808   \n",
       "75                457                 1382525   \n",
       "76                458                 1376077   \n",
       "77                459                 1382568   \n",
       "78                460                 1371855   \n",
       "\n",
       "                                       committee_name committee_position  \n",
       "74  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT  \n",
       "75                             NEW APPROACH PAC (MPO)            SUPPORT  \n",
       "76  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...            SUPPORT  \n",
       "77  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE  \n",
       "78  MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64            SUPPORT  "
      ]
     },
     "execution_count": 164,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prop064.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 11 entries, 74 to 84\n",
      "Data columns (total 8 columns):\n",
      "ocd_prop_id               11 non-null object\n",
      "calaccess_prop_id         11 non-null int64\n",
      "ccdc_prop_id              11 non-null int64\n",
      "prop_name                 11 non-null object\n",
      "ccdc_committee_id         11 non-null int64\n",
      "calaccess_committee_id    11 non-null int64\n",
      "committee_name            11 non-null object\n",
      "committee_position        11 non-null object\n",
      "dtypes: int64(4), object(4)\n",
      "memory usage: 792.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "prop064.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>committee_name</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>NO ON PROP 61 - CALIFORNIANS AGAINST THE DECEPTIVE RX PROPOSITION, A COALITION OF VETERANS DOCTORS PATIENT ADVOCATES SENIORS TAXPAYERS AND MEMBERS OF PHARMACEUTICAL RESEARCH AND MANUFACTURERS OF AMER.</th>\n",
       "      <td>108417232.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                         amount\n",
       "committee_name                                                 \n",
       "NO ON PROP 61 - CALIFORNIANS AGAINST THE DECEPT...  108417232.0"
      ]
     },
     "execution_count": 171,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prop61 = contribs[contribs.committee_name == \"NO ON PROP 61 - CALIFORNIANS AGAINST THE DECEPTIVE RX PROPOSITION, A COALITION OF VETERANS DOCTORS PATIENT ADVOCATES SENIORS TAXPAYERS AND MEMBERS OF PHARMACEUTICAL RESEARCH AND MANUFACTURERS OF AMER.\"]\n",
    "prop61.groupby(\"committee_name\").agg({'amount': np.sum, })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>committee_name</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>CONSUMER WATCHDOG CAMPAIGN - YES ON 61, MAJOR FUNDING BY YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRICES, WITH MAJOR FUNDING BY AIDS HEALTHCARE FOUNDATION AND CALIFORNIA NURSES ASSOCIATION PAC</th>\n",
       "      <td>1.501660e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NO ON PROP 61 - CALIFORNIANS AGAINST THE DECEPTIVE RX PROPOSITION, A COALITION OF VETERANS DOCTORS PATIENT ADVOCATES SENIORS TAXPAYERS AND MEMBERS OF PHARMACEUTICAL RESEARCH AND MANUFACTURERS OF AMER.</th>\n",
       "      <td>1.084172e+08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRICES, WITH MAJOR FUNDING BY AIDS HEALTHCARE FOUNDATION AND CALIFORNIA NURSES ASSOCIATION PAC</th>\n",
       "      <td>1.874717e+07</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                          amount\n",
       "committee_name                                                  \n",
       "CONSUMER WATCHDOG CAMPAIGN - YES ON 61, MAJOR F...  1.501660e+05\n",
       "NO ON PROP 61 - CALIFORNIANS AGAINST THE DECEPT...  1.084172e+08\n",
       "YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRI...  1.874717e+07"
      ]
     },
     "execution_count": 172,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prop61 = contribs[contribs.committee_name.str.contains(\"61\")]\n",
    "prop61.groupby(\"committee_name\").agg({'amount': np.sum})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>committee_name</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</th>\n",
       "      <td>1.708900e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT OF THE SOCIETY OF THE PLASTICS INDUSTRY (NON-PROFIT 501 (C) (6)), YES ON 65 AND NO ON 67</th>\n",
       "      <td>2.681413e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA CALLS ACTION FUND (NONPROFIT 501(C)(4))</th>\n",
       "      <td>2.087600e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA CITIZENS AGAINST SPECIAL INTERESTS AND WASTEFUL TAXES, NO ON PROP. 56</th>\n",
       "      <td>3.205000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA COMMON CAUSE -- YES ON 54 AND 59 (NONPROFIT 501(C)(4)</th>\n",
       "      <td>5.038884e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA CORRECTIONAL PEACE OFFICERS ASSOCIATION TRUTH IN AMERICAN GOVERNMENT FUND; NO ON PROPOSITION 62, YES ON PROPOSITION 66 (NON-PROFIT 501 (C) 5)</th>\n",
       "      <td>8.343218e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA GROCERS ASSOCIATION ISSUES COMMITTEE (NON-PROFIT 501(C) 6): YES ON PROPOSITION 67</th>\n",
       "      <td>1.000000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA GROCERS ASSOCIATION ISSUES COMMITTEE, YES ON PROPOSITION 30, NO ON PROPOSITION 37</th>\n",
       "      <td>1.000000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA KIDS CAMPAIGN, YES ON PROPS 55 &amp; 56, SPONSORED AND MAJOR FUNDING BY COMMON SENSE KIDS ACTION, INC.</th>\n",
       "      <td>2.950000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA STATEWIDE LAW ENFORCEMENT ASSOCIATION ISSUES COMMITTEE (NON-PROFIT 501 (C) 5): YES ON PROPOSITION 57</th>\n",
       "      <td>2.490480e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIA STATEWIDE LAW ENFORCEMENT ASSOCIATION ISSUES COMMITTEE, YES ON PROPOSITIONS 30 AND 35, NO ON PROPOSITION 32</th>\n",
       "      <td>2.490480e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIANS FOR HOSPITAL ACCOUNTABILITY AND QUALITY CARE - NO ON 52, SPONSORED BY SERVICE EMPLOYEES INTERNATIONAL UNION - UNITED HEALTHCARE WORKERS WEST</th>\n",
       "      <td>3.526622e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIANS FOR JUSTICE AND PUBLIC SAFETY, NO ON PROPOSITION 34</th>\n",
       "      <td>4.193926e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM, SPONSORED BY DRUG POLICY ACTION, YES ON PROP. 64</th>\n",
       "      <td>8.604700e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS</th>\n",
       "      <td>8.500000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CALIFORNIANS TO MEND, NOT END, THE DEATH PENALTY. NO ON PROP 62, YES ON PROP 66. SUPPORTED BY PROSECUTORS, LAW ENFORCEMENT, AND FAMILIES OF VICTIMS.</th>\n",
       "      <td>4.193926e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CIVIC PARTICIPATION ACTION FUND - YES ON 57 (NONPROFIT 501(C)(4))</th>\n",
       "      <td>1.887600e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COALITION FOR CIVIL LIBERTIES - NO ON 63, A PROJECT OF CALIFORNIA RIFLE &amp; PISTOL ASSOCIATION</th>\n",
       "      <td>4.308454e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMITTEE TO DEFEAT PROP 23, SPONSORED BY ENVIRONMENT CALIFORNIA</th>\n",
       "      <td>3.046825e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMON SENSE KIDS ACTION, INC., YES ON PROPS. 55 AND 56 (NONPROFIT 501 (C) (4))</th>\n",
       "      <td>2.950000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMUNITY COLLEGE FACILITY COALITION ISSUES COMMITTEE</th>\n",
       "      <td>2.656372e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMUNITY COLLEGE FACILITY COALITION ISSUES COMMITTEE, YES ON 51</th>\n",
       "      <td>2.656372e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMUNITY COLLEGE FACILITY COALITION ISSUES COMMITTEE, YES ON 55</th>\n",
       "      <td>2.656372e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>COMMUNITY COLLEGE FACILITY COALITION ISSUES COMMITTEE/YES ON 1D</th>\n",
       "      <td>2.656372e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CONSUMER WATCHDOG CAMPAIGN - YES ON 61, MAJOR FUNDING BY YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRICES, WITH MAJOR FUNDING BY AIDS HEALTHCARE FOUNDATION AND CALIFORNIA NURSES ASSOCIATION PAC</th>\n",
       "      <td>1.501660e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON PROP. 64</th>\n",
       "      <td>4.470000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FIGHT CANCER - YES ON 56, SPONSORED BY AMERICAN CANCER SOCIETY, INC. AND AMERICAN CANCER SOCIETY CANCER ACTION NETWORK, INC.</th>\n",
       "      <td>8.014500e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</th>\n",
       "      <td>6.140000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FWD.US (NONPROFIT 501(C)(4)) IN SUPPORT OF PROPOSITION 57 WITH HELP FROM CITIZENS FOR PUBLIC SAFETY AND OPPORTUNITY</th>\n",
       "      <td>1.000000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LARA BALLOT MEASURE COMMITTEE; CALIFORNIANS FOR A 21ST CENTURY ECONOMY - YES ON 58, A RICARDO</th>\n",
       "      <td>2.902000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PICO CALIFORNIA - YES ON 47 (NON PROFIT 501 (C) (3))</th>\n",
       "      <td>1.897056e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PICO CALIFORNIA - YES ON 55, 56, AND 57 (NON PROFIT 501 (C) (3))</th>\n",
       "      <td>1.897056e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PROTECT SMALL BUSINESS AND SMOKE FREE ALTERNATIVES, NO ON 56; SPONSORED BY SMOKE-FREE ALTERNATIVES TRADE ASSOCIATION</th>\n",
       "      <td>3.454000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PROTEUS ACTION LEAGUE NON-PROFIT 501 (C)(4) ORGANIZATION, OPPOSING MEASURE 66 AND SUPPORTING MEASURES 54 AND 59</th>\n",
       "      <td>9.679012e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64, SPONSORED AND MAJOR FUNDING BY SAM ACTION, INC. AND CALIFORNIA PUBLIC SAFETY INSTITUTE</th>\n",
       "      <td>1.130930e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSITION 64 WITH HELP FROM CITIZENS (NONPROFIT 501 (C)(4))</th>\n",
       "      <td>1.364000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SAN FRANCISCO POLICE OFFICERS ASSOCIATION ISSUES PAC - YES ON 66, NO ON 62</th>\n",
       "      <td>1.050000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SAVE THE BAG BAN, YES ON 67, SPONSORED BY ENVIRONMENT CALIFORNIA</th>\n",
       "      <td>3.046825e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SAVE THE BAY ACTION FUND COMMITTEE TO SUPPORT PROPOSITION 67</th>\n",
       "      <td>9.705000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>STOP PROP 63, A GRASSROOTS, COMMON-SENSE EFFORT FOR RATIONAL POLICY SPONSORED BY FIREARMS POLICY COALITION</th>\n",
       "      <td>1.781126e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TORLAKSON'S INVEST IN CALIFORNIA A BALLOT MEASURE COMMITTEE TO SUPPORT PROPOSITION 51, SUPERINTENDENT TOM</th>\n",
       "      <td>4.475000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VETO GUNMAGEDDON, CITIZENS WHO ARE OPPOSED TO PROPOSITION 63, ASSEMBLY BILLS 1135, 1511, 1695, 857 AND SENATE BILLS 880, 1235 AND 1446</th>\n",
       "      <td>5.230960e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VOLUNTEERS FOR YES ON 62</th>\n",
       "      <td>1.289300e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 53 - STOP BLANK CHECKS</th>\n",
       "      <td>3.500000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 54 - VOTERS FIRST, NOT SPECIAL INTERESTS - SPONSORED BY HOLD POLITICIANS ACCOUNTABLE</th>\n",
       "      <td>5.000000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 55 - CALIFORNIANS FOR BUDGET STABILITY, SPONSORED BY TEACHERS, HEALTH CARE PROVIDERS, DOCTORS AND LABOR ORGANIZATIONS</th>\n",
       "      <td>5.349475e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 56 - SAVES LIVES CALIFORNIA, A COALITION OF DOCTORS, DENTISTS, HEALTH PLANS, LABOR, HOSPITALS, LAW ENFORCEMENT, AND NON-PROFIT HEALTH ADVOCATE ORGANIZATIONS</th>\n",
       "      <td>2.926786e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 56 STOP CANCER - PLANNED PARENTHOOD ADVOCATES MAR MONTE (NON PROFIT 501 (C)(4))</th>\n",
       "      <td>2.500000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 56 STOP CANCER - PLANNED PARENTHOOD OF ORANGE AND SAN BERNARDINO COUNTIES' COMMUNITY ACTION FUND (NON PROFIT 501(C)(4))</th>\n",
       "      <td>2.000000e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 58, CALIFORNIANS FOR ENGLISH PROFICIENCY SPONSORED BY TEACHERS AND SERVICE EMPLOYEES ORGANIZATIONS</th>\n",
       "      <td>2.009250e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 59, CALIFORNIA CLEAN MONEY ACTION FUND TO OVERTURN CITIZENS UNITED (NON PROFIT 501(C)4)</th>\n",
       "      <td>5.689750e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 62, NO ON 66. REPLACE THE COSTLY, FAILED DEATH PENALTY SYSTEM. SPONSORED BY TAXPAYERS FOR SENTENCING REFORM</th>\n",
       "      <td>7.621678e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE AND TAX ADULT USE OF MARIJUANA WHILE PROTECTING CHILDREN, SPONSORED BY BUSINESS, PHYSICIANS, ENVIRONMENTAL AND SOCIAL-JUSTICE ADVOCATE ORGANIZATIONS</th>\n",
       "      <td>1.573405e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 67 - CALIFORNIANS AGAINST WASTE - PROTECT THE PLASTIC BAN (NON-PROFIT 501 (C) (4))</th>\n",
       "      <td>2.145000e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON 67 - PROTECT THE PLASTIC BAG BAN, SPONSORED BY ENVIRONMENTAL AND OCEAN PROTECTION ORGANIZATIONS, BUSINESSES INCLUDING GROCERS AND REUSABLE BAG MAKERS, AND OTHER NONPROFIT ORGANIZATIONS</th>\n",
       "      <td>8.612957e+05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROP 60, FOR ADULT INDUSTRY RESPONSIBILITY (FAIR) COMMITTEE, WITH MAJOR FUNDING BY AIDS HEALTHCARE FOUNDATION</th>\n",
       "      <td>4.655000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRICES, WITH MAJOR FUNDING BY AIDS HEALTHCARE FOUNDATION AND CALIFORNIA NURSES ASSOCIATION PAC</th>\n",
       "      <td>1.874717e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROP. 57, CALIFORNIANS AND GOVERNOR BROWN FOR PUBLIC SAFETY AND REHABILITATION</th>\n",
       "      <td>8.097730e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALITY SCHOOLS, SPONSORED AND FUNDED BY COALITION FOR ADEQUATE SCHOOL HOUSING ISSUES COMMITTEE AND CALIFORNIA BUILDING INDUSTRY ASSOCIATION ISSUES COMMITTEE</th>\n",
       "      <td>1.188064e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YES ON PROPOSITION 52 - A COALITION OF CALIFORNIA ASSOCIATION OF HOSPITALS AND HEALTH SYSTEMS AND NON-PROFIT HEALTH CARE ORGANIZATIONS</th>\n",
       "      <td>1.275652e+07</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>76 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                          amount\n",
       "committee_name                                                  \n",
       "ADULT USE CAMPAIGN FOR PROPOSITION 64; THE          1.708900e+04\n",
       "AMERICAN PROGRESSIVE BAG ALLIANCE, A PROJECT OF...  2.681413e+06\n",
       "CALIFORNIA CALLS ACTION FUND (NONPROFIT 501(C)(4))  2.087600e+05\n",
       "CALIFORNIA CITIZENS AGAINST SPECIAL INTERESTS A...  3.205000e+04\n",
       "CALIFORNIA COMMON CAUSE -- YES ON 54 AND 59 (NO...  5.038884e+04\n",
       "CALIFORNIA CORRECTIONAL PEACE OFFICERS ASSOCIAT...  8.343218e+06\n",
       "CALIFORNIA GROCERS ASSOCIATION ISSUES COMMITTEE...  1.000000e+05\n",
       "CALIFORNIA GROCERS ASSOCIATION ISSUES COMMITTEE...  1.000000e+05\n",
       "CALIFORNIA KIDS CAMPAIGN, YES ON PROPS 55 & 56,...  2.950000e+05\n",
       "CALIFORNIA STATEWIDE LAW ENFORCEMENT ASSOCIATIO...  2.490480e+05\n",
       "CALIFORNIA STATEWIDE LAW ENFORCEMENT ASSOCIATIO...  2.490480e+05\n",
       "CALIFORNIANS FOR HOSPITAL ACCOUNTABILITY AND QU...  3.526622e+06\n",
       "CALIFORNIANS FOR JUSTICE AND PUBLIC SAFETY, NO ...  4.193926e+06\n",
       "CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM, ...  8.604700e+05\n",
       "CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY ...  8.500000e+05\n",
       "CALIFORNIANS TO MEND, NOT END, THE DEATH PENALT...  4.193926e+06\n",
       "CIVIC PARTICIPATION ACTION FUND - YES ON 57 (NO...  1.887600e+05\n",
       "COALITION FOR CIVIL LIBERTIES - NO ON 63, A PRO...  4.308454e+05\n",
       "COMMITTEE TO DEFEAT PROP 23, SPONSORED BY ENVIR...  3.046825e+05\n",
       "COMMON SENSE KIDS ACTION, INC., YES ON PROPS. 5...  2.950000e+05\n",
       "COMMUNITY COLLEGE FACILITY COALITION ISSUES COM...  2.656372e+05\n",
       "COMMUNITY COLLEGE FACILITY COALITION ISSUES COM...  2.656372e+05\n",
       "COMMUNITY COLLEGE FACILITY COALITION ISSUES COM...  2.656372e+05\n",
       "COMMUNITY COLLEGE FACILITY COALITION ISSUES COM...  2.656372e+05\n",
       "CONSUMER WATCHDOG CAMPAIGN - YES ON 61, MAJOR F...  1.501660e+05\n",
       "DRUG POLICY ACTION - NON PROFIT 501C4, YES ON P...  4.470000e+06\n",
       "FIGHT CANCER - YES ON 56, SPONSORED BY AMERICAN...  8.014500e+05\n",
       "FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))        6.140000e+06\n",
       "FWD.US (NONPROFIT 501(C)(4)) IN SUPPORT OF PROP...  1.000000e+06\n",
       "LARA BALLOT MEASURE COMMITTEE; CALIFORNIANS FOR...  2.902000e+05\n",
       "...                                                          ...\n",
       "PICO CALIFORNIA - YES ON 47 (NON PROFIT 501 (C)...  1.897056e+04\n",
       "PICO CALIFORNIA - YES ON 55, 56, AND 57 (NON PR...  1.897056e+04\n",
       "PROTECT SMALL BUSINESS AND SMOKE FREE ALTERNATI...  3.454000e+03\n",
       "PROTEUS ACTION LEAGUE NON-PROFIT 501 (C)(4) ORG...  9.679012e+04\n",
       "PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64, ...  1.130930e+06\n",
       "SAM ACTION, INC., A COMMITTEE AGAINST PROPOSITI...  1.364000e+06\n",
       "SAN FRANCISCO POLICE OFFICERS ASSOCIATION ISSUE...  1.050000e+05\n",
       "SAVE THE BAG BAN, YES ON 67, SPONSORED BY ENVIR...  3.046825e+05\n",
       "SAVE THE BAY ACTION FUND COMMITTEE TO SUPPORT P...  9.705000e+04\n",
       "STOP PROP 63, A GRASSROOTS, COMMON-SENSE EFFORT...  1.781126e+05\n",
       "TORLAKSON'S INVEST IN CALIFORNIA A BALLOT MEASU...  4.475000e+04\n",
       "VETO GUNMAGEDDON, CITIZENS WHO ARE OPPOSED TO P...  5.230960e+04\n",
       "VOLUNTEERS FOR YES ON 62                            1.289300e+05\n",
       "YES ON 53 - STOP BLANK CHECKS                       3.500000e+06\n",
       "YES ON 54 - VOTERS FIRST, NOT SPECIAL INTERESTS...  5.000000e+03\n",
       "YES ON 55 - CALIFORNIANS FOR BUDGET STABILITY, ...  5.349475e+07\n",
       "YES ON 56 - SAVES LIVES CALIFORNIA, A COALITION...  2.926786e+07\n",
       "YES ON 56 STOP CANCER - PLANNED PARENTHOOD ADVO...  2.500000e+05\n",
       "YES ON 56 STOP CANCER - PLANNED PARENTHOOD OF O...  2.000000e+05\n",
       "YES ON 58, CALIFORNIANS FOR ENGLISH PROFICIENCY...  2.009250e+06\n",
       "YES ON 59, CALIFORNIA CLEAN MONEY ACTION FUND T...  5.689750e+04\n",
       "YES ON 62, NO ON 66. REPLACE THE COSTLY, FAILED...  7.621678e+06\n",
       "YES ON 64, CALIFORNIANS TO CONTROL, REGULATE AN...  1.573405e+07\n",
       "YES ON 67 - CALIFORNIANS AGAINST WASTE - PROTEC...  2.145000e+04\n",
       "YES ON 67 - PROTECT THE PLASTIC BAG BAN, SPONSO...  8.612957e+05\n",
       "YES ON PROP 60, FOR ADULT INDUSTRY RESPONSIBILI...  4.655000e+06\n",
       "YES ON PROP 61, CALIFORNIANS FOR LOWER DRUG PRI...  1.874717e+07\n",
       "YES ON PROP. 57, CALIFORNIANS AND GOVERNOR BROW...  8.097730e+06\n",
       "YES ON PROPOSITION 51 - CALIFORNIANS FOR QUALIT...  1.188064e+07\n",
       "YES ON PROPOSITION 52 - A COALITION OF CALIFORN...  1.275652e+07\n",
       "\n",
       "[76 rows x 1 columns]"
      ]
     },
     "execution_count": 173,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "contribs.groupby(\"committee_name\").agg({'amount': np.sum})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "merged = pd.merge(prop064, contribs, on=\"calaccess_committee_id\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [
    {
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       "                                        ocd_prop_id  calaccess_prop_id  \\\n",
       "0  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "1  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "2  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "3  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "4  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "   ccdc_prop_id                                          prop_name  \\\n",
       "0            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "1            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "2            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "3            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "4            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "   ccdc_committee_id  calaccess_committee_id  \\\n",
       "0                456                 1381808   \n",
       "1                456                 1381808   \n",
       "2                456                 1381808   \n",
       "3                456                 1381808   \n",
       "4                456                 1381808   \n",
       "\n",
       "                                    committee_name_x committee_position  \\\n",
       "0  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "1  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "2  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "3  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "4  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "\n",
       "                                    committee_name_y  calaccess_filing_id  \\\n",
       "0  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2038581   \n",
       "1  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2038581   \n",
       "2  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2038581   \n",
       "3  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2038581   \n",
       "4  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2038581   \n",
       "\n",
       "  date_received                               contributor_lastname  \\\n",
       "0    2016-02-04                                     BRADEN QUIGLEY   \n",
       "1    2016-01-05  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...   \n",
       "2    2016-01-29  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...   \n",
       "3    2016-03-28  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...   \n",
       "4    2016-01-05                                 DRUG POLICY ACTION   \n",
       "\n",
       "  contributor_firstname contributor_city contributor_state contributor_zip  \\\n",
       "0                 LAURA       SACRAMENTO                CA           95825   \n",
       "1                   NaN           IRVINE                CA           92618   \n",
       "2                   NaN           IRVINE                CA           92618   \n",
       "3                   NaN           IRVINE                CA           92618   \n",
       "4                   NaN         NEW YORK                NY           10001   \n",
       "\n",
       "  contributor_employer contributor_occupation  contributor_is_self_employed  \\\n",
       "0       LBQ STRATEGIES             CONSULTANT                         False   \n",
       "1                  NaN                    NaN                         False   \n",
       "2                  NaN                    NaN                         False   \n",
       "3                  NaN                    NaN                         False   \n",
       "4                  NaN                    NaN                         False   \n",
       "\n",
       "     amount  \n",
       "0     100.0  \n",
       "1  250000.0  \n",
       "2  250000.0  \n",
       "3  250000.0  \n",
       "4  250000.0  "
      ]
     },
     "execution_count": 177,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 860 entries, 0 to 859\n",
      "Data columns (total 20 columns):\n",
      "ocd_prop_id                     860 non-null object\n",
      "calaccess_prop_id               860 non-null int64\n",
      "ccdc_prop_id                    860 non-null int64\n",
      "prop_name                       860 non-null object\n",
      "ccdc_committee_id               860 non-null int64\n",
      "calaccess_committee_id          860 non-null int64\n",
      "committee_name_x                860 non-null object\n",
      "committee_position              860 non-null object\n",
      "committee_name_y                860 non-null object\n",
      "calaccess_filing_id             860 non-null int64\n",
      "date_received                   860 non-null object\n",
      "contributor_lastname            860 non-null object\n",
      "contributor_firstname           750 non-null object\n",
      "contributor_city                860 non-null object\n",
      "contributor_state               860 non-null object\n",
      "contributor_zip                 860 non-null object\n",
      "contributor_employer            657 non-null object\n",
      "contributor_occupation          742 non-null object\n",
      "contributor_is_self_employed    860 non-null bool\n",
      "amount                          860 non-null float64\n",
      "dtypes: bool(1), float64(1), int64(5), object(13)\n",
      "memory usage: 135.2+ KB\n"
     ]
    }
   ],
   "source": [
    "merged.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "metadata": {},
   "outputs": [
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       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-28</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRVINE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-01-05</td>\n",
       "      <td>DRUG POLICY ACTION</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10001</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-02-02</td>\n",
       "      <td>DRUG POLICY ACTION</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10001</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-24</td>\n",
       "      <td>EMERY</td>\n",
       "      <td>DEWIGHT</td>\n",
       "      <td>SAN JOSE</td>\n",
       "      <td>CA</td>\n",
       "      <td>95121</td>\n",
       "      <td>APPLIANCE TECH NOW</td>\n",
       "      <td>APPLIANCE TECHNICIAN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-11</td>\n",
       "      <td>GILBERT</td>\n",
       "      <td>GREGORY</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92108</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-20</td>\n",
       "      <td>HEDRICK</td>\n",
       "      <td>RICHARD</td>\n",
       "      <td>CLAREMONT</td>\n",
       "      <td>CA</td>\n",
       "      <td>91711</td>\n",
       "      <td>IMORTGAGE</td>\n",
       "      <td>MORTGAGE BANKING</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-01-06</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-01-05</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-01-05</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-02-02</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-02-03</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-09</td>\n",
       "      <td>POTSTADA</td>\n",
       "      <td>KENNETH</td>\n",
       "      <td>WALNUT CREEK</td>\n",
       "      <td>CA</td>\n",
       "      <td>94595</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2038581</td>\n",
       "      <td>2016-03-15</td>\n",
       "      <td>RISSEEUW</td>\n",
       "      <td>WILL</td>\n",
       "      <td>REDWOOD CITY</td>\n",
       "      <td>CA</td>\n",
       "      <td>94062</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-28</td>\n",
       "      <td>AHMED</td>\n",
       "      <td>ABDUL</td>\n",
       "      <td>SAN DIMAS</td>\n",
       "      <td>CA</td>\n",
       "      <td>91773</td>\n",
       "      <td>BABCOCK WELDING COMPANY INC.</td>\n",
       "      <td>MANAGER</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-06</td>\n",
       "      <td>BEADLE</td>\n",
       "      <td>RICH</td>\n",
       "      <td>RED BLUFF</td>\n",
       "      <td>CA</td>\n",
       "      <td>96080</td>\n",
       "      <td>GWW RANCH</td>\n",
       "      <td>RANCHER</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-04</td>\n",
       "      <td>BEADLE</td>\n",
       "      <td>RICH</td>\n",
       "      <td>RED BLUFF</td>\n",
       "      <td>CA</td>\n",
       "      <td>96080</td>\n",
       "      <td>GWW RANCH</td>\n",
       "      <td>RANCHER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-30</td>\n",
       "      <td>BROWNELL</td>\n",
       "      <td>GORDON</td>\n",
       "      <td>CALISTOGA</td>\n",
       "      <td>CA</td>\n",
       "      <td>94515</td>\n",
       "      <td>GORDON S. BROWNELL, ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-30</td>\n",
       "      <td>BURHANS</td>\n",
       "      <td>BRIAN</td>\n",
       "      <td>SEATTLE</td>\n",
       "      <td>WA</td>\n",
       "      <td>98115</td>\n",
       "      <td>KING COUNTY</td>\n",
       "      <td>LIGHT RAIL TRAIN OPERATOR</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-29</td>\n",
       "      <td>CHAVARIN</td>\n",
       "      <td>MARCO</td>\n",
       "      <td>SAN JOSE</td>\n",
       "      <td>CA</td>\n",
       "      <td>95110</td>\n",
       "      <td>CIWP</td>\n",
       "      <td>PROGRAM DIRECTOR</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-05</td>\n",
       "      <td>CHRISTENSEN</td>\n",
       "      <td>ROSANNE</td>\n",
       "      <td>MARTINEZ</td>\n",
       "      <td>CA</td>\n",
       "      <td>94553</td>\n",
       "      <td>TIDES FOUNDATION</td>\n",
       "      <td>OFFICE MANAGER</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-04</td>\n",
       "      <td>CIANOS</td>\n",
       "      <td>STUART</td>\n",
       "      <td>REDWOOD CITY</td>\n",
       "      <td>CA</td>\n",
       "      <td>94061</td>\n",
       "      <td>YAHOO</td>\n",
       "      <td>INFRASTRUCTURE ENGINEERING</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-04</td>\n",
       "      <td>DRUG POLICY ACTION - NON-PROFIT 501C4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-05</td>\n",
       "      <td>EMERY</td>\n",
       "      <td>DEWIGHT</td>\n",
       "      <td>SAN JOSE</td>\n",
       "      <td>CA</td>\n",
       "      <td>95121</td>\n",
       "      <td>APPLIANCE TECH NOW</td>\n",
       "      <td>APPLIANCE TECHNICIAN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-09</td>\n",
       "      <td>GILLISPIE</td>\n",
       "      <td>BILL</td>\n",
       "      <td>SANTA ROSA</td>\n",
       "      <td>CA</td>\n",
       "      <td>95401</td>\n",
       "      <td>BILL GILLISPIE, GRAPHIC DESIGN</td>\n",
       "      <td>GRAPHIC DESIGN</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-04</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>100.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-29</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-16</td>\n",
       "      <td>HERMAN</td>\n",
       "      <td>BETH</td>\n",
       "      <td>ENCINITAS</td>\n",
       "      <td>CA</td>\n",
       "      <td>92024</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>830</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>RIEL</td>\n",
       "      <td>RICH</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92123</td>\n",
       "      <td>DR. DJ</td>\n",
       "      <td>DJ</td>\n",
       "      <td>False</td>\n",
       "      <td>1000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>831</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>WICKER</td>\n",
       "      <td>EDWARD</td>\n",
       "      <td>ESCONDIDO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92025</td>\n",
       "      <td>EDWARD WICKER ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>250.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>832</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-01</td>\n",
       "      <td>MCELFRESH</td>\n",
       "      <td>JESSICA</td>\n",
       "      <td>RANCHO SANTA FE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92091</td>\n",
       "      <td>MCELFRESH LAW</td>\n",
       "      <td>LAWYER</td>\n",
       "      <td>False</td>\n",
       "      <td>250.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>833</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-11-19</td>\n",
       "      <td>CANNABIS EDUCATION PROJECT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ANAHEIM</td>\n",
       "      <td>CA</td>\n",
       "      <td>92801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>800.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>834</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2131665</td>\n",
       "      <td>2016-12-12</td>\n",
       "      <td>COMMUNITY ENGAGEMENT RESOURCES</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CA</td>\n",
       "      <td>CA</td>\n",
       "      <td>92107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>835</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-04-13</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>14000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>836</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-05-20</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>35000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>837</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-06-08</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>120000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>838</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-06-13</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>45000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>839</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2083142</td>\n",
       "      <td>2016-07-20</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>840</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2083142</td>\n",
       "      <td>2016-07-25</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>CA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>150000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>841</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-02-02</td>\n",
       "      <td>DRUG POLICY ACTION</td>\n",
       "      <td>NaN</td>\n",
       "      <td>OAKLAND</td>\n",
       "      <td>CA</td>\n",
       "      <td>94612</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>842</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-01-05</td>\n",
       "      <td>DRUG POLICY ACTION</td>\n",
       "      <td>NaN</td>\n",
       "      <td>OAKLAND</td>\n",
       "      <td>CA</td>\n",
       "      <td>94612</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2083608</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>846</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2083608</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1970000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>847</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2083608</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>HESS</td>\n",
       "      <td>LAWRENCE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92120</td>\n",
       "      <td>LEHBROS LIMITED, LLC</td>\n",
       "      <td>PRESIDENT</td>\n",
       "      <td>False</td>\n",
       "      <td>30000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>849</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>850</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2082414</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>851</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2082414</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1970000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>852</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-09-27</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1403000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>853</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-10-19</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>854</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-10-07</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>200000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>855</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-10-14</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>97000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>856</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>466</td>\n",
       "      <td>1390962</td>\n",
       "      <td>MOMS STRONG AGAINST PROP 64</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2095848</td>\n",
       "      <td>2016-09-27</td>\n",
       "      <td>SAM ACTION INC A COMMITTEE AGAINST PROPOSITION 64</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALEXANDRIA</td>\n",
       "      <td>VA</td>\n",
       "      <td>22314</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>4185.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>857</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>466</td>\n",
       "      <td>1390962</td>\n",
       "      <td>MOMS STRONG AGAINST PROP 64</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2095848</td>\n",
       "      <td>2016-10-04</td>\n",
       "      <td>ROBINSON</td>\n",
       "      <td>LORI</td>\n",
       "      <td>THOUSAND OAKS</td>\n",
       "      <td>CA</td>\n",
       "      <td>91360</td>\n",
       "      <td>SFWKC</td>\n",
       "      <td>DIETITIAN</td>\n",
       "      <td>False</td>\n",
       "      <td>817.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>858</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>466</td>\n",
       "      <td>1390962</td>\n",
       "      <td>MOMS STRONG AGAINST PROP 64</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2095848</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>SAM ACTION INC A COMMITTEE AGAINST PROPOSITION 64</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALEXANDRIA</td>\n",
       "      <td>VA</td>\n",
       "      <td>22314</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>408.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>859</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>466</td>\n",
       "      <td>1390962</td>\n",
       "      <td>MOMS STRONG AGAINST PROP 64</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>2095848</td>\n",
       "      <td>2016-10-04</td>\n",
       "      <td>MILLER</td>\n",
       "      <td>CHRISTINE</td>\n",
       "      <td>BALTIMORE</td>\n",
       "      <td>MD</td>\n",
       "      <td>21239</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>PHD</td>\n",
       "      <td>False</td>\n",
       "      <td>871.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>860 rows × 19 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          ocd_prop_id  calaccess_prop_id  \\\n",
       "0    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "1    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "2    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "3    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "4    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "5    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "6    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "7    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "8    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "9    ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "10   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "11   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "12   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "13   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "14   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "15   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "16   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "17   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "18   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "19   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "20   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "21   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "22   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "23   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "24   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "25   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "26   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "27   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "28   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "29   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "..                                                ...                ...   \n",
       "830  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "831  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "832  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "833  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "834  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "835  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "836  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "837  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "838  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "839  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "840  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "841  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "842  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "843  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "844  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "845  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "846  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "847  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "848  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "849  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "850  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "851  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "852  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "853  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "854  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "855  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "856  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "857  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "858  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "859  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "     ccdc_prop_id                                          prop_name  \\\n",
       "0              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "1              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "2              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "3              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "4              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "5              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "6              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "7              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "8              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "9              83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "10             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "11             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "12             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "13             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "14             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "15             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "16             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "17             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "18             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "19             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "20             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "21             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "22             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "23             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "24             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "25             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "26             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "27             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "28             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "29             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "..            ...                                                ...   \n",
       "830            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "831            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "832            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "833            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "834            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "835            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "836            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "837            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "838            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "839            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "840            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "841            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "842            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "843            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "844            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "845            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "846            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "847            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "848            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "849            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "850            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "851            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "852            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "853            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "854            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "855            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "856            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "857            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "858            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "859            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "     ccdc_committee_id  calaccess_committee_id  \\\n",
       "0                  456                 1381808   \n",
       "1                  456                 1381808   \n",
       "2                  456                 1381808   \n",
       "3                  456                 1381808   \n",
       "4                  456                 1381808   \n",
       "5                  456                 1381808   \n",
       "6                  456                 1381808   \n",
       "7                  456                 1381808   \n",
       "8                  456                 1381808   \n",
       "9                  456                 1381808   \n",
       "10                 456                 1381808   \n",
       "11                 456                 1381808   \n",
       "12                 456                 1381808   \n",
       "13                 456                 1381808   \n",
       "14                 456                 1381808   \n",
       "15                 456                 1381808   \n",
       "16                 456                 1381808   \n",
       "17                 456                 1381808   \n",
       "18                 456                 1381808   \n",
       "19                 456                 1381808   \n",
       "20                 456                 1381808   \n",
       "21                 456                 1381808   \n",
       "22                 456                 1381808   \n",
       "23                 456                 1381808   \n",
       "24                 456                 1381808   \n",
       "25                 456                 1381808   \n",
       "26                 456                 1381808   \n",
       "27                 456                 1381808   \n",
       "28                 456                 1381808   \n",
       "29                 456                 1381808   \n",
       "..                 ...                     ...   \n",
       "830                462                 1386560   \n",
       "831                462                 1386560   \n",
       "832                462                 1386560   \n",
       "833                462                 1386560   \n",
       "834                462                 1386560   \n",
       "835                463                 1387789   \n",
       "836                463                 1387789   \n",
       "837                463                 1387789   \n",
       "838                463                 1387789   \n",
       "839                463                 1387789   \n",
       "840                463                 1387789   \n",
       "841                464                 1385506   \n",
       "842                464                 1385506   \n",
       "843                464                 1385506   \n",
       "844                464                 1385506   \n",
       "845                464                 1385506   \n",
       "846                464                 1385506   \n",
       "847                464                 1385506   \n",
       "848                465                 1385745   \n",
       "849                465                 1385745   \n",
       "850                465                 1385745   \n",
       "851                465                 1385745   \n",
       "852                465                 1385745   \n",
       "853                465                 1385745   \n",
       "854                465                 1385745   \n",
       "855                465                 1385745   \n",
       "856                466                 1390962   \n",
       "857                466                 1390962   \n",
       "858                466                 1390962   \n",
       "859                466                 1390962   \n",
       "\n",
       "                                        committee_name committee_position  \\\n",
       "0    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "1    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "2    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "3    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "4    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "5    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "6    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "7    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "8    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "9    YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "10   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "11   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "12   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "13   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "14   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "15   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "16   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "17   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "18   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "19   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "20   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "21   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "22   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "23   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "24   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "25   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "26   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "27   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "28   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "29   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "..                                                 ...                ...   \n",
       "830         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "831         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "832         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "833         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "834         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "835  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "836  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "837  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "838  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "839  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "840  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "841  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "842  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "843  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "844  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "845  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "846  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "847  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "848       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "849       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "850       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "851       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "852       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "853       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "854       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "855       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "856                        MOMS STRONG AGAINST PROP 64             OPPOSE   \n",
       "857                        MOMS STRONG AGAINST PROP 64             OPPOSE   \n",
       "858                        MOMS STRONG AGAINST PROP 64             OPPOSE   \n",
       "859                        MOMS STRONG AGAINST PROP 64             OPPOSE   \n",
       "\n",
       "     calaccess_filing_id date_received  \\\n",
       "0                2038581    2016-02-04   \n",
       "1                2038581    2016-01-05   \n",
       "2                2038581    2016-01-29   \n",
       "3                2038581    2016-03-28   \n",
       "4                2038581    2016-01-05   \n",
       "5                2038581    2016-02-02   \n",
       "6                2038581    2016-03-24   \n",
       "7                2038581    2016-03-11   \n",
       "8                2038581    2016-03-20   \n",
       "9                2038581    2016-01-06   \n",
       "10               2038581    2016-01-05   \n",
       "11               2038581    2016-01-05   \n",
       "12               2038581    2016-02-02   \n",
       "13               2038581    2016-02-03   \n",
       "14               2038581    2016-03-09   \n",
       "15               2038581    2016-03-15   \n",
       "16               2064423    2016-04-28   \n",
       "17               2064423    2016-04-06   \n",
       "18               2064423    2016-05-04   \n",
       "19               2064423    2016-06-30   \n",
       "20               2064423    2016-06-30   \n",
       "21               2064423    2016-06-29   \n",
       "22               2064423    2016-05-05   \n",
       "23               2064423    2016-05-04   \n",
       "24               2064423    2016-05-04   \n",
       "25               2064423    2016-05-05   \n",
       "26               2064423    2016-05-09   \n",
       "27               2064423    2016-05-04   \n",
       "28               2064423    2016-06-29   \n",
       "29               2064423    2016-05-16   \n",
       "..                   ...           ...   \n",
       "830              2131665    2016-11-03   \n",
       "831              2131665    2016-11-03   \n",
       "832              2131665    2016-11-01   \n",
       "833              2131665    2016-11-19   \n",
       "834              2131665    2016-12-12   \n",
       "835              2064155    2016-04-13   \n",
       "836              2064155    2016-05-20   \n",
       "837              2064155    2016-06-08   \n",
       "838              2064155    2016-06-13   \n",
       "839              2083142    2016-07-20   \n",
       "840              2083142    2016-07-25   \n",
       "841              2064069    2016-02-02   \n",
       "842              2064069    2016-01-05   \n",
       "843              2064069    2016-05-03   \n",
       "844              2064069    2016-05-26   \n",
       "845              2083608    2016-07-07   \n",
       "846              2083608    2016-09-15   \n",
       "847              2083608    2016-09-15   \n",
       "848              2057298    2016-05-03   \n",
       "849              2057298    2016-05-26   \n",
       "850              2082414    2016-07-07   \n",
       "851              2082414    2016-09-15   \n",
       "852              2096507    2016-09-27   \n",
       "853              2096507    2016-10-19   \n",
       "854              2096507    2016-10-07   \n",
       "855              2096507    2016-10-14   \n",
       "856              2095848    2016-09-27   \n",
       "857              2095848    2016-10-04   \n",
       "858              2095848    2016-10-11   \n",
       "859              2095848    2016-10-04   \n",
       "\n",
       "                                  contributor_lastname contributor_firstname  \\\n",
       "0                                       BRADEN QUIGLEY                 LAURA   \n",
       "1    CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...                   NaN   \n",
       "2    CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...                   NaN   \n",
       "3    CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...                   NaN   \n",
       "4                                   DRUG POLICY ACTION                   NaN   \n",
       "5                                   DRUG POLICY ACTION                   NaN   \n",
       "6                                                EMERY               DEWIGHT   \n",
       "7                                              GILBERT               GREGORY   \n",
       "8                                              HEDRICK               RICHARD   \n",
       "9                               NEW APPROACH PAC (MPO)                   NaN   \n",
       "10                      PARKER AND AFFILIATED ENTITIES                  SEAN   \n",
       "11                      PARKER AND AFFILIATED ENTITIES                  SEAN   \n",
       "12                      PARKER AND AFFILIATED ENTITIES                  SEAN   \n",
       "13                      PARKER AND AFFILIATED ENTITIES                  SEAN   \n",
       "14                                            POTSTADA               KENNETH   \n",
       "15                                            RISSEEUW                  WILL   \n",
       "16                                               AHMED                 ABDUL   \n",
       "17                                              BEADLE                  RICH   \n",
       "18                                              BEADLE                  RICH   \n",
       "19                                            BROWNELL                GORDON   \n",
       "20                                             BURHANS                 BRIAN   \n",
       "21                                            CHAVARIN                 MARCO   \n",
       "22                                         CHRISTENSEN               ROSANNE   \n",
       "23                                              CIANOS                STUART   \n",
       "24               DRUG POLICY ACTION - NON-PROFIT 501C4                   NaN   \n",
       "25                                               EMERY               DEWIGHT   \n",
       "26                                           GILLISPIE                  BILL   \n",
       "27                                              HANNAN                 LARRY   \n",
       "28                                              HANNAN                 LARRY   \n",
       "29                                              HERMAN                  BETH   \n",
       "..                                                 ...                   ...   \n",
       "830                                               RIEL                  RICH   \n",
       "831                                             WICKER                EDWARD   \n",
       "832                                          MCELFRESH               JESSICA   \n",
       "833                         CANNABIS EDUCATION PROJECT                   NaN   \n",
       "834                     COMMUNITY ENGAGEMENT RESOURCES                   NaN   \n",
       "835                                            SCHAUER                 JULIE   \n",
       "836                                            SCHAUER                 JULIE   \n",
       "837                                            SCHAUER                 JULIE   \n",
       "838                                            SCHAUER                 JULIE   \n",
       "839                                            SCHAUER                 JULIE   \n",
       "840                                            SCHAUER                 JULIE   \n",
       "841                                 DRUG POLICY ACTION                   NaN   \n",
       "842                                 DRUG POLICY ACTION                   NaN   \n",
       "843      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))                   NaN   \n",
       "844      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))                   NaN   \n",
       "845      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))                   NaN   \n",
       "846      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))                   NaN   \n",
       "847                                               HESS              LAWRENCE   \n",
       "848                             FUND FOR POLICY REFORM                   NaN   \n",
       "849                             FUND FOR POLICY REFORM                   NaN   \n",
       "850                             FUND FOR POLICY REFORM                   NaN   \n",
       "851                             FUND FOR POLICY REFORM                   NaN   \n",
       "852                             FUND FOR POLICY REFORM                   NaN   \n",
       "853                             FUND FOR POLICY REFORM                   NaN   \n",
       "854                             FUND FOR POLICY REFORM                   NaN   \n",
       "855                             FUND FOR POLICY REFORM                   NaN   \n",
       "856  SAM ACTION INC A COMMITTEE AGAINST PROPOSITION 64                   NaN   \n",
       "857                                           ROBINSON                  LORI   \n",
       "858  SAM ACTION INC A COMMITTEE AGAINST PROPOSITION 64                   NaN   \n",
       "859                                             MILLER             CHRISTINE   \n",
       "\n",
       "    contributor_city contributor_state contributor_zip  \\\n",
       "0         SACRAMENTO                CA           95825   \n",
       "1             IRVINE                CA           92618   \n",
       "2             IRVINE                CA           92618   \n",
       "3             IRVINE                CA           92618   \n",
       "4           NEW YORK                NY           10001   \n",
       "5           NEW YORK                NY           10001   \n",
       "6           SAN JOSE                CA           95121   \n",
       "7          SAN DIEGO                CA           92108   \n",
       "8          CLAREMONT                CA           91711   \n",
       "9         WASHINGTON                DC           20036   \n",
       "10         PALO ALTO                CA           94301   \n",
       "11         PALO ALTO                CA           94301   \n",
       "12         PALO ALTO                CA           94301   \n",
       "13         PALO ALTO                CA           94301   \n",
       "14      WALNUT CREEK                CA           94595   \n",
       "15      REDWOOD CITY                CA           94062   \n",
       "16         SAN DIMAS                CA           91773   \n",
       "17         RED BLUFF                CA           96080   \n",
       "18         RED BLUFF                CA           96080   \n",
       "19         CALISTOGA                CA           94515   \n",
       "20           SEATTLE                WA           98115   \n",
       "21          SAN JOSE                CA           95110   \n",
       "22          MARTINEZ                CA           94553   \n",
       "23      REDWOOD CITY                CA           94061   \n",
       "24        SACRAMENTO                CA           95815   \n",
       "25          SAN JOSE                CA           95121   \n",
       "26        SANTA ROSA                CA           95401   \n",
       "27           REDDING                CA           96003   \n",
       "28           REDDING                CA           96003   \n",
       "29         ENCINITAS                CA           92024   \n",
       "..               ...               ...             ...   \n",
       "830        SAN DIEGO                CA           92123   \n",
       "831        ESCONDIDO                CA           92025   \n",
       "832  RANCHO SANTA FE                CA           92091   \n",
       "833          ANAHEIM                CA           92801   \n",
       "834               CA                CA           92107   \n",
       "835             OAKS                PA           19456   \n",
       "836             OAKS                PA           19456   \n",
       "837             OAKS                PA           19456   \n",
       "838             OAKS                PA           19456   \n",
       "839             OAKS                PA           19456   \n",
       "840             OAKS                CA           19456   \n",
       "841          OAKLAND                CA           94612   \n",
       "842          OAKLAND                CA           94612   \n",
       "843         NEW YORK                NY           10019   \n",
       "844         NEW YORK                NY           10019   \n",
       "845         NEW YORK                NY           10019   \n",
       "846         NEW YORK                NY           10019   \n",
       "847        SAN DIEGO                CA           92120   \n",
       "848       WILMINGTON                DE           19809   \n",
       "849       WILMINGTON                DE           19809   \n",
       "850       WILMINGTON                DE           19809   \n",
       "851       WILMINGTON                DE           19809   \n",
       "852       WILMINGTON                DE           19809   \n",
       "853       WILMINGTON                DE           19809   \n",
       "854       WILMINGTON                DE           19809   \n",
       "855       WILMINGTON                DE           19809   \n",
       "856       ALEXANDRIA                VA           22314   \n",
       "857    THOUSAND OAKS                CA           91360   \n",
       "858       ALEXANDRIA                VA           22314   \n",
       "859        BALTIMORE                MD           21239   \n",
       "\n",
       "                    contributor_employer      contributor_occupation  \\\n",
       "0                         LBQ STRATEGIES                  CONSULTANT   \n",
       "1                                    NaN                         NaN   \n",
       "2                                    NaN                         NaN   \n",
       "3                                    NaN                         NaN   \n",
       "4                                    NaN                         NaN   \n",
       "5                                    NaN                         NaN   \n",
       "6                     APPLIANCE TECH NOW        APPLIANCE TECHNICIAN   \n",
       "7                                   NONE                  UNEMPLOYED   \n",
       "8                              IMORTGAGE            MORTGAGE BANKING   \n",
       "9                                    NaN                         NaN   \n",
       "10                                   NaN                         NaN   \n",
       "11                                   NaN                         NaN   \n",
       "12                                   NaN                         NaN   \n",
       "13                                   NaN                         NaN   \n",
       "14                                  NONE                  UNEMPLOYED   \n",
       "15                                  NONE                  UNEMPLOYED   \n",
       "16          BABCOCK WELDING COMPANY INC.                     MANAGER   \n",
       "17                             GWW RANCH                     RANCHER   \n",
       "18                             GWW RANCH                     RANCHER   \n",
       "19   GORDON S. BROWNELL, ATTORNEY AT LAW                    ATTORNEY   \n",
       "20                           KING COUNTY   LIGHT RAIL TRAIN OPERATOR   \n",
       "21                                  CIWP            PROGRAM DIRECTOR   \n",
       "22                      TIDES FOUNDATION              OFFICE MANAGER   \n",
       "23                                 YAHOO  INFRASTRUCTURE ENGINEERING   \n",
       "24                                   NaN                         NaN   \n",
       "25                    APPLIANCE TECH NOW        APPLIANCE TECHNICIAN   \n",
       "26        BILL GILLISPIE, GRAPHIC DESIGN              GRAPHIC DESIGN   \n",
       "27                                  NONE                  UNEMPLOYED   \n",
       "28                                  NONE                  UNEMPLOYED   \n",
       "29                                  NONE                  UNEMPLOYED   \n",
       "..                                   ...                         ...   \n",
       "830                               DR. DJ                          DJ   \n",
       "831        EDWARD WICKER ATTORNEY AT LAW                    ATTORNEY   \n",
       "832                        MCELFRESH LAW                      LAWYER   \n",
       "833                                  NaN                         NaN   \n",
       "834                                  NaN                         NaN   \n",
       "835                                  NaN                     RETIRED   \n",
       "836                                  NaN                     RETIRED   \n",
       "837                                  NaN                     RETIRED   \n",
       "838                                  NaN                     RETIRED   \n",
       "839                                  NaN                     RETIRED   \n",
       "840                                  NaN                     RETIRED   \n",
       "841                                  NaN                         NaN   \n",
       "842                                  NaN                         NaN   \n",
       "843                                  NaN                         NaN   \n",
       "844                                  NaN                         NaN   \n",
       "845                                  NaN                         NaN   \n",
       "846                                  NaN                         NaN   \n",
       "847                 LEHBROS LIMITED, LLC                   PRESIDENT   \n",
       "848                                  NaN                         NaN   \n",
       "849                                  NaN                         NaN   \n",
       "850                                  NaN                         NaN   \n",
       "851                                  NaN                         NaN   \n",
       "852                                  NaN                         NaN   \n",
       "853                                  NaN                         NaN   \n",
       "854                                  NaN                         NaN   \n",
       "855                                  NaN                         NaN   \n",
       "856                                  NaN                         NaN   \n",
       "857                                SFWKC                   DIETITIAN   \n",
       "858                                  NaN                         NaN   \n",
       "859                              RETIRED                         PHD   \n",
       "\n",
       "     contributor_is_self_employed      amount  \n",
       "0                           False      100.00  \n",
       "1                           False   250000.00  \n",
       "2                           False   250000.00  \n",
       "3                           False   250000.00  \n",
       "4                           False   250000.00  \n",
       "5                           False   250000.00  \n",
       "6                           False      100.00  \n",
       "7                           False      100.00  \n",
       "8                           False      100.00  \n",
       "9                           False   250000.00  \n",
       "10                          False   250000.00  \n",
       "11                          False   250000.00  \n",
       "12                          False   250000.00  \n",
       "13                          False   250000.00  \n",
       "14                          False     1000.00  \n",
       "15                          False      100.00  \n",
       "16                          False      100.00  \n",
       "17                          False      100.00  \n",
       "18                          False       25.00  \n",
       "19                          False      100.00  \n",
       "20                          False      100.00  \n",
       "21                          False      100.00  \n",
       "22                          False      100.00  \n",
       "23                          False      100.00  \n",
       "24                          False   250000.00  \n",
       "25                          False      100.00  \n",
       "26                          False      100.00  \n",
       "27                          False      100.00  \n",
       "28                          False       20.00  \n",
       "29                          False     1000.00  \n",
       "..                            ...         ...  \n",
       "830                         False     1000.00  \n",
       "831                         False      250.00  \n",
       "832                         False      250.00  \n",
       "833                         False      800.00  \n",
       "834                         False      400.00  \n",
       "835                         False    14000.00  \n",
       "836                         False    35000.00  \n",
       "837                         False   120000.00  \n",
       "838                         False    45000.00  \n",
       "839                         False  1000000.00  \n",
       "840                         False   150000.00  \n",
       "841                         False   250000.00  \n",
       "842                         False   250000.00  \n",
       "843                         False   550000.00  \n",
       "844                         False   420000.00  \n",
       "845                         False  1000000.00  \n",
       "846                         False  1970000.00  \n",
       "847                         False    30000.00  \n",
       "848                         False   550000.00  \n",
       "849                         False   420000.00  \n",
       "850                         False  1000000.00  \n",
       "851                         False  1970000.00  \n",
       "852                         False  1403000.00  \n",
       "853                         False   500000.00  \n",
       "854                         False   200000.00  \n",
       "855                         False    97000.00  \n",
       "856                         False     4185.00  \n",
       "857                         False      817.00  \n",
       "858                         False      408.64  \n",
       "859                         False      871.00  \n",
       "\n",
       "[860 rows x 19 columns]"
      ]
     },
     "execution_count": 179,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.merge(prop064, contribs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "35177017.640000001"
      ]
     },
     "execution_count": 181,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.amount.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SUPPORT    762\n",
       "OPPOSE      98\n",
       "Name: committee_position, dtype: int64"
      ]
     },
     "execution_count": 200,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.committee_position.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "32675806.0"
      ]
     },
     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "SUPPORT    762\n",
       "Name: committee_position, dtype: int64"
      ]
     },
     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# This is my own calculation before watching the video\n",
    "m_64_yes = merged[merged.committee_position == \"SUPPORT\"]\n",
    "m_64_yes.amount.sum()\n",
    "m_64_yes.committee_position.value_counts()\n",
    "yes_contribs = m_64_yes.committee_position.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 195,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2501211.6400000001"
      ]
     },
     "execution_count": 195,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "OPPOSE    98\n",
       "Name: committee_position, dtype: int64"
      ]
     },
     "execution_count": 195,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# This is my own calculation before watching the video\n",
    "m_64_no = merged[merged.committee_position == \"OPPOSE\"]\n",
    "m_64_no.amount.sum()\n",
    "m_64_no.committee_position.value_counts()\n",
    "no_contribs = m_64_no.committee_position.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "32675806.0"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "2501211.6400000001"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# This is my own calculation before watching the video\n",
    "merged[merged.committee_position == \"SUPPORT\"].amount.sum()\n",
    "merged[merged.committee_position == \"OPPOSE\"].amount.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.92889642704798669"
      ]
     },
     "execution_count": 206,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m_64_yes.amount.sum() / merged.amount.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ocd_prop_id</th>\n",
       "      <th>calaccess_prop_id</th>\n",
       "      <th>ccdc_prop_id</th>\n",
       "      <th>prop_name</th>\n",
       "      <th>ccdc_committee_id</th>\n",
       "      <th>calaccess_committee_id</th>\n",
       "      <th>committee_name_x</th>\n",
       "      <th>committee_position</th>\n",
       "      <th>committee_name_y</th>\n",
       "      <th>calaccess_filing_id</th>\n",
       "      <th>date_received</th>\n",
       "      <th>contributor_lastname</th>\n",
       "      <th>contributor_firstname</th>\n",
       "      <th>contributor_city</th>\n",
       "      <th>contributor_state</th>\n",
       "      <th>contributor_zip</th>\n",
       "      <th>contributor_employer</th>\n",
       "      <th>contributor_occupation</th>\n",
       "      <th>contributor_is_self_employed</th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>4000000.0</td>\n",
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       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>2000000.0</td>\n",
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       "      <th>846</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2083608</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1970000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>851</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2082414</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1970000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>852</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-09-27</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1403000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-01</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-16</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2063087</td>\n",
       "      <td>2016-06-30</td>\n",
       "      <td>VAN AMERINGEN</td>\n",
       "      <td>HENRY</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10011</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>458</td>\n",
       "      <td>1376077</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>1982136</td>\n",
       "      <td>2015-04-16</td>\n",
       "      <td>GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRVINE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>850</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2082414</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>839</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>2083142</td>\n",
       "      <td>2016-07-20</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2083608</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2083758</td>\n",
       "      <td>2016-07-27</td>\n",
       "      <td>PARKER</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>SEAN PARKER FOUNDATION</td>\n",
       "      <td>CHAIRMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-01</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>750000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>853</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-10-19</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2098142</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>LEWIS</td>\n",
       "      <td>DANIEL</td>\n",
       "      <td>CORAL GABLES</td>\n",
       "      <td>FL</td>\n",
       "      <td>33146</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2038497</td>\n",
       "      <td>2016-03-31</td>\n",
       "      <td>LEWIS</td>\n",
       "      <td>DANIEL</td>\n",
       "      <td>CORAL GABLES</td>\n",
       "      <td>FL</td>\n",
       "      <td>33146</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-01</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>849</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>459</td>\n",
       "      <td>1382568</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>2098048</td>\n",
       "      <td>2016-09-27</td>\n",
       "      <td>SAM ACTION, INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALEXANDRIA</td>\n",
       "      <td>VA</td>\n",
       "      <td>22314</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>300000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-11-01</td>\n",
       "      <td>THIEL</td>\n",
       "      <td>PETER</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94129</td>\n",
       "      <td>THIEL CAPITAL, LLC</td>\n",
       "      <td>PRESIDENT</td>\n",
       "      <td>False</td>\n",
       "      <td>300000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2098142</td>\n",
       "      <td>2016-10-04</td>\n",
       "      <td>DR BRONNER'S MAGIC SOAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>VISTA</td>\n",
       "      <td>CA</td>\n",
       "      <td>92085</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-09-20</td>\n",
       "      <td>BONNELL</td>\n",
       "      <td>FRASER</td>\n",
       "      <td>BERKELEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>94708</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-12-01</td>\n",
       "      <td>PORTER</td>\n",
       "      <td>CHRISTINE A.</td>\n",
       "      <td>SAN JOSE</td>\n",
       "      <td>CA</td>\n",
       "      <td>95124</td>\n",
       "      <td>APPLE, INC.</td>\n",
       "      <td>ENGINEER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-15</td>\n",
       "      <td>VIETS</td>\n",
       "      <td>DAN</td>\n",
       "      <td>COLUMBIA</td>\n",
       "      <td>MO</td>\n",
       "      <td>65201</td>\n",
       "      <td>DAN VIETS ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-08</td>\n",
       "      <td>VIETS</td>\n",
       "      <td>DAN</td>\n",
       "      <td>COLUMBIA</td>\n",
       "      <td>MO</td>\n",
       "      <td>65201</td>\n",
       "      <td>DAN VIETS ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-02</td>\n",
       "      <td>STEIGLEDER</td>\n",
       "      <td>MARC</td>\n",
       "      <td>SANTA MONICA</td>\n",
       "      <td>CA</td>\n",
       "      <td>90404</td>\n",
       "      <td>MARC STEIGLEDER, HANDYMAN</td>\n",
       "      <td>HANDYMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2098546</td>\n",
       "      <td>2016-10-13</td>\n",
       "      <td>QUATTRIN</td>\n",
       "      <td>MONICA</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94123</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NOT EMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-08-18</td>\n",
       "      <td>SCHAIBLE</td>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>MOORPARK</td>\n",
       "      <td>CA</td>\n",
       "      <td>93021</td>\n",
       "      <td>TORTUGA ADVISERS LLC</td>\n",
       "      <td>INVESTMENT ADVISOR</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-06-17</td>\n",
       "      <td>MILLIGAN</td>\n",
       "      <td>BRUCE</td>\n",
       "      <td>BELLEVUE</td>\n",
       "      <td>WA</td>\n",
       "      <td>98005</td>\n",
       "      <td>MOBIUS BEVERAGE CORPORATION</td>\n",
       "      <td>FOUNDER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>794</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-28</td>\n",
       "      <td>SANTSCHI</td>\n",
       "      <td>WILLIAM</td>\n",
       "      <td>LOS ANGELES</td>\n",
       "      <td>CA</td>\n",
       "      <td>90077</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NOT EMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>KELSOE</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>DEL MAR</td>\n",
       "      <td>CA</td>\n",
       "      <td>92014</td>\n",
       "      <td>UNIVERSITY OF CALIFORNIA, SAN DIEGO</td>\n",
       "      <td>PHYSICIAN</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>WINN</td>\n",
       "      <td>DYLAN</td>\n",
       "      <td>SAN MARCOS</td>\n",
       "      <td>CA</td>\n",
       "      <td>92069</td>\n",
       "      <td>FIRST DATA</td>\n",
       "      <td>SOFTWARE DEVELOPER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-05</td>\n",
       "      <td>GOLDBERG</td>\n",
       "      <td>RICH</td>\n",
       "      <td>PENNGROVE</td>\n",
       "      <td>CA</td>\n",
       "      <td>94951</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-13</td>\n",
       "      <td>COX</td>\n",
       "      <td>KEVIN</td>\n",
       "      <td>ANTIOCH</td>\n",
       "      <td>CA</td>\n",
       "      <td>94509</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-28</td>\n",
       "      <td>OKEEFE</td>\n",
       "      <td>GEORGE</td>\n",
       "      <td>APPLE VALLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>92307</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-22</td>\n",
       "      <td>MALMO</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>FRESNO</td>\n",
       "      <td>CA</td>\n",
       "      <td>93737</td>\n",
       "      <td>NETZER &amp; MALMO</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-11-07</td>\n",
       "      <td>STOVER</td>\n",
       "      <td>MATTHEW</td>\n",
       "      <td>PHILADELPHIA</td>\n",
       "      <td>PA</td>\n",
       "      <td>19103</td>\n",
       "      <td>USA TRUCK</td>\n",
       "      <td>TRUCK DRIVER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-06</td>\n",
       "      <td>FORD</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>LAKEWOOD</td>\n",
       "      <td>CA</td>\n",
       "      <td>90713</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-31</td>\n",
       "      <td>DALLAS</td>\n",
       "      <td>JANICE</td>\n",
       "      <td>VENTURA</td>\n",
       "      <td>CA</td>\n",
       "      <td>93004</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-29</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-14</td>\n",
       "      <td>VOEGTLI</td>\n",
       "      <td>JERRY</td>\n",
       "      <td>SIMI VALLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>93065</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-08-27</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-06</td>\n",
       "      <td>MITCHELL</td>\n",
       "      <td>BRIAN</td>\n",
       "      <td>REDONDO BEACH</td>\n",
       "      <td>CA</td>\n",
       "      <td>90278</td>\n",
       "      <td>DIRECTV</td>\n",
       "      <td>MANAGER</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-09</td>\n",
       "      <td>MALMO</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>FRESNO</td>\n",
       "      <td>CA</td>\n",
       "      <td>93737</td>\n",
       "      <td>NETZER &amp; MALMO</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-12-04</td>\n",
       "      <td>BROOKES</td>\n",
       "      <td>ETHAN</td>\n",
       "      <td>PLEASANT HILL</td>\n",
       "      <td>CA</td>\n",
       "      <td>94523</td>\n",
       "      <td>LONZA BIOSCIENCE</td>\n",
       "      <td>SALES CONSULTANT</td>\n",
       "      <td>False</td>\n",
       "      <td>-50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>812</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-10</td>\n",
       "      <td>WARREN-SAMARIPA</td>\n",
       "      <td>STEPHANIE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92116</td>\n",
       "      <td>STEPHANIE WARREN SAMARIPA</td>\n",
       "      <td>ENTREPRENEUR</td>\n",
       "      <td>False</td>\n",
       "      <td>-50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-26</td>\n",
       "      <td>MEDLOCK</td>\n",
       "      <td>MARSTON</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>727</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-07-13</td>\n",
       "      <td>WOOD</td>\n",
       "      <td>DAVID</td>\n",
       "      <td>CALGARY</td>\n",
       "      <td>AB</td>\n",
       "      <td>T2P0R3</td>\n",
       "      <td>BORDEN LADNER GERVAIS</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-07-27</td>\n",
       "      <td>SAMIMI-ARDESTAN</td>\n",
       "      <td>AMIRGHASEM</td>\n",
       "      <td>NORTH VANCOUVER</td>\n",
       "      <td>BC</td>\n",
       "      <td>V7J1V2</td>\n",
       "      <td>MEDIGREEN</td>\n",
       "      <td>CHIEF EXECUTIVE OFFICER</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>793</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-11-02</td>\n",
       "      <td>ROBINETT</td>\n",
       "      <td>PETER</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94114</td>\n",
       "      <td>APPLE, INC.</td>\n",
       "      <td>PROGRAMMER</td>\n",
       "      <td>False</td>\n",
       "      <td>-900.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>458</td>\n",
       "      <td>1376077</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>2082735</td>\n",
       "      <td>2016-08-04</td>\n",
       "      <td>GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRVINE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>-150000.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>860 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          ocd_prop_id  calaccess_prop_id  \\\n",
       "142  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "79   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "846  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "851  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "852  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "141  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "78   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "143  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "253  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "259  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "850  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "839  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "845  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "254  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "134  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "843  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "206  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "848  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "853  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "257  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "251  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "44   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "844  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "849  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "521  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "69   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "312  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "520  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "245  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "255  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "..                                                ...                ...   \n",
       "589  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "242  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "62   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "61   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "55   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "774  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "149  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "397  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "794  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "108  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "249  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "96   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "183  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "807  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "119  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "244  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "185  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "801  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "28   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "220  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "101  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "127  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "118  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "227  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "812  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "806  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "727  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "698  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "793  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "260  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "     ccdc_prop_id                                          prop_name  \\\n",
       "142            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "79             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "846            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "851            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "852            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "141            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "78             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "143            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "253            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "259            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "850            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "839            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "845            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "254            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "134            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "843            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "206            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "848            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "853            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "257            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "251            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "44             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "844            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "849            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "521            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "69             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "312            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "520            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "245            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "255            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "..            ...                                                ...   \n",
       "589            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "242            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "62             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "61             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "55             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "774            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "149            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "397            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "794            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "108            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "249            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "96             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "183            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "807            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "119            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "244            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "185            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "801            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "28             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "220            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "101            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "127            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "118            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "227            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "812            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "806            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "727            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "698            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "793            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "260            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "     ccdc_committee_id  calaccess_committee_id  \\\n",
       "142                456                 1381808   \n",
       "79                 456                 1381808   \n",
       "846                464                 1385506   \n",
       "851                465                 1385745   \n",
       "852                465                 1385745   \n",
       "141                456                 1381808   \n",
       "78                 456                 1381808   \n",
       "143                456                 1381808   \n",
       "253                457                 1382525   \n",
       "259                458                 1376077   \n",
       "850                465                 1385745   \n",
       "839                463                 1387789   \n",
       "845                464                 1385506   \n",
       "254                457                 1382525   \n",
       "134                456                 1381808   \n",
       "843                464                 1385506   \n",
       "206                456                 1381808   \n",
       "848                465                 1385745   \n",
       "853                465                 1385745   \n",
       "257                457                 1382525   \n",
       "251                457                 1382525   \n",
       "44                 456                 1381808   \n",
       "844                464                 1385506   \n",
       "849                465                 1385745   \n",
       "521                461                 1343793   \n",
       "69                 456                 1381808   \n",
       "312                459                 1382568   \n",
       "520                461                 1343793   \n",
       "245                456                 1381808   \n",
       "255                457                 1382525   \n",
       "..                 ...                     ...   \n",
       "589                461                 1343793   \n",
       "242                456                 1381808   \n",
       "62                 456                 1381808   \n",
       "61                 456                 1381808   \n",
       "55                 456                 1381808   \n",
       "774                461                 1343793   \n",
       "149                456                 1381808   \n",
       "397                461                 1343793   \n",
       "794                461                 1343793   \n",
       "108                456                 1381808   \n",
       "249                456                 1381808   \n",
       "96                 456                 1381808   \n",
       "183                456                 1381808   \n",
       "807                461                 1343793   \n",
       "119                456                 1381808   \n",
       "244                456                 1381808   \n",
       "185                456                 1381808   \n",
       "801                461                 1343793   \n",
       "28                 456                 1381808   \n",
       "220                456                 1381808   \n",
       "101                456                 1381808   \n",
       "127                456                 1381808   \n",
       "118                456                 1381808   \n",
       "227                456                 1381808   \n",
       "812                462                 1386560   \n",
       "806                461                 1343793   \n",
       "727                461                 1343793   \n",
       "698                461                 1343793   \n",
       "793                461                 1343793   \n",
       "260                458                 1376077   \n",
       "\n",
       "                                      committee_name_x committee_position  \\\n",
       "142  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "79   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "846  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "851       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "852       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "141  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "78   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "143  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "253                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "259  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...            SUPPORT   \n",
       "850       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "839  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "845  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "254                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "134  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "843  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "206  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "848       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "853       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "257                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "251                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "44   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "844  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "849       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "521  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "69   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "312  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "520  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "245  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "255                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "..                                                 ...                ...   \n",
       "589  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "242  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "62   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "61   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "55   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "774  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "149  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "397  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "794  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "108  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "249  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "96   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "183  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "807  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "119  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "244  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "185  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "801  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "28   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "220  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "101  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "127  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "118  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "227  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "812         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "806  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "727  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "698  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "793  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "260  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...            SUPPORT   \n",
       "\n",
       "                                      committee_name_y  calaccess_filing_id  \\\n",
       "142  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "79   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "846  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2083608   \n",
       "851       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2082414   \n",
       "852       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2096507   \n",
       "141  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "78   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "143  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "253                             NEW APPROACH PAC (MPO)              2063087   \n",
       "259  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...              1982136   \n",
       "850       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2082414   \n",
       "839  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2083142   \n",
       "845  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2083608   \n",
       "254                             NEW APPROACH PAC (MPO)              2083758   \n",
       "134  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "843  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2064069   \n",
       "206  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "848       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2057298   \n",
       "853       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2096507   \n",
       "257                             NEW APPROACH PAC (MPO)              2098142   \n",
       "251                             NEW APPROACH PAC (MPO)              2038497   \n",
       "44   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "844  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2064069   \n",
       "849       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2057298   \n",
       "521  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "69   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "312  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2098048   \n",
       "520  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "245  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "255                             NEW APPROACH PAC (MPO)              2098142   \n",
       "..                                                 ...                  ...   \n",
       "589  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "242  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "62   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "61   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "55   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "774  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2098546   \n",
       "149  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "397  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "794  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "108  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "249  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "96   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "183  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "807  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "119  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "244  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "185  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "801  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "28   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "220  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "101  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "127  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "118  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "227  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "812         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "806  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "727  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "698  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "793  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "260  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...              2082735   \n",
       "\n",
       "    date_received                               contributor_lastname  \\\n",
       "142    2016-09-15                     PARKER AND AFFILIATED ENTITIES   \n",
       "79     2016-09-15  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...   \n",
       "846    2016-09-15      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "851    2016-09-15                             FUND FOR POLICY REFORM   \n",
       "852    2016-09-27                             FUND FOR POLICY REFORM   \n",
       "141    2016-07-01                     PARKER AND AFFILIATED ENTITIES   \n",
       "78     2016-07-07  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...   \n",
       "143    2016-09-16                     PARKER AND AFFILIATED ENTITIES   \n",
       "253    2016-06-30                                      VAN AMERINGEN   \n",
       "259    2015-04-16           GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS   \n",
       "850    2016-07-07                             FUND FOR POLICY REFORM   \n",
       "839    2016-07-20                                            SCHAUER   \n",
       "845    2016-07-07      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "254    2016-07-27                                             PARKER   \n",
       "134    2016-07-01                             NEW APPROACH PAC (MPO)   \n",
       "843    2016-05-03      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "206    2016-10-11                             NEW APPROACH PAC (MPO)   \n",
       "848    2016-05-03                             FUND FOR POLICY REFORM   \n",
       "853    2016-10-19                             FUND FOR POLICY REFORM   \n",
       "257    2016-10-11                                              LEWIS   \n",
       "251    2016-03-31                                              LEWIS   \n",
       "44     2016-04-01                             NEW APPROACH PAC (MPO)   \n",
       "844    2016-05-26      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "849    2016-05-26                             FUND FOR POLICY REFORM   \n",
       "521    2016-05-26  DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...   \n",
       "69     2016-09-15  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...   \n",
       "312    2016-09-27                                   SAM ACTION, INC.   \n",
       "520    2016-05-03  DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...   \n",
       "245    2016-11-01                                              THIEL   \n",
       "255    2016-10-04                           DR BRONNER'S MAGIC SOAPS   \n",
       "..            ...                                                ...   \n",
       "589    2016-09-20                                            BONNELL   \n",
       "242    2016-12-01                                             PORTER   \n",
       "62     2016-04-15                                              VIETS   \n",
       "61     2016-04-08                                              VIETS   \n",
       "55     2016-05-02                                         STEIGLEDER   \n",
       "774    2016-10-13                                           QUATTRIN   \n",
       "149    2016-08-18                                           SCHAIBLE   \n",
       "397    2016-06-17                                           MILLIGAN   \n",
       "794    2016-10-28                                           SANTSCHI   \n",
       "108    2016-07-07                                             KELSOE   \n",
       "249    2016-11-03                                               WINN   \n",
       "96     2016-07-05                                           GOLDBERG   \n",
       "183    2016-10-13                                                COX   \n",
       "807    2016-10-28                                             OKEEFE   \n",
       "119    2016-09-22                                              MALMO   \n",
       "244    2016-11-07                                             STOVER   \n",
       "185    2016-10-06                                               FORD   \n",
       "801    2016-10-31                                             DALLAS   \n",
       "28     2016-06-29                                             HANNAN   \n",
       "220    2016-10-14                                            VOEGTLI   \n",
       "101    2016-08-27                                             HANNAN   \n",
       "127    2016-09-06                                           MITCHELL   \n",
       "118    2016-09-09                                              MALMO   \n",
       "227    2016-12-04                                            BROOKES   \n",
       "812    2016-08-10                                    WARREN-SAMARIPA   \n",
       "806    2016-10-26                                            MEDLOCK   \n",
       "727    2016-07-13                                               WOOD   \n",
       "698    2016-07-27                                    SAMIMI-ARDESTAN   \n",
       "793    2016-11-02                                           ROBINETT   \n",
       "260    2016-08-04           GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS   \n",
       "\n",
       "    contributor_firstname contributor_city contributor_state contributor_zip  \\\n",
       "142                  SEAN        PALO ALTO                CA           94301   \n",
       "79                    NaN       SACRAMENTO                CA           95815   \n",
       "846                   NaN         NEW YORK                NY           10019   \n",
       "851                   NaN       WILMINGTON                DE           19809   \n",
       "852                   NaN       WILMINGTON                DE           19809   \n",
       "141                  SEAN        PALO ALTO                CA           94301   \n",
       "78                    NaN       SACRAMENTO                CA           95815   \n",
       "143                  SEAN        PALO ALTO                CA           94301   \n",
       "253                 HENRY         NEW YORK                NY           10011   \n",
       "259                   NaN           IRVINE                CA           92618   \n",
       "850                   NaN       WILMINGTON                DE           19809   \n",
       "839                 JULIE             OAKS                PA           19456   \n",
       "845                   NaN         NEW YORK                NY           10019   \n",
       "254                  SEAN        PALO ALTO                CA           94301   \n",
       "134                   NaN       WASHINGTON                DC           20036   \n",
       "843                   NaN         NEW YORK                NY           10019   \n",
       "206                   NaN       WASHINGTON                DC           20036   \n",
       "848                   NaN       WILMINGTON                DE           19809   \n",
       "853                   NaN       WILMINGTON                DE           19809   \n",
       "257                DANIEL     CORAL GABLES                FL           33146   \n",
       "251                DANIEL     CORAL GABLES                FL           33146   \n",
       "44                    NaN       WASHINGTON                DC           20036   \n",
       "844                   NaN         NEW YORK                NY           10019   \n",
       "849                   NaN       WILMINGTON                DE           19809   \n",
       "521                   NaN       SACRAMENTO                CA           95815   \n",
       "69                    NaN       SACRAMENTO                CA           95815   \n",
       "312                   NaN       ALEXANDRIA                VA           22314   \n",
       "520                   NaN       SACRAMENTO                CA           95815   \n",
       "245                 PETER    SAN FRANCISCO                CA           94129   \n",
       "255                   NaN            VISTA                CA           92085   \n",
       "..                    ...              ...               ...             ...   \n",
       "589                FRASER         BERKELEY                CA           94708   \n",
       "242          CHRISTINE A.         SAN JOSE                CA           95124   \n",
       "62                    DAN         COLUMBIA                MO           65201   \n",
       "61                    DAN         COLUMBIA                MO           65201   \n",
       "55                   MARC     SANTA MONICA                CA           90404   \n",
       "774                MONICA    SAN FRANCISCO                CA           94123   \n",
       "149               MICHAEL         MOORPARK                CA           93021   \n",
       "397                 BRUCE         BELLEVUE                WA           98005   \n",
       "794               WILLIAM      LOS ANGELES                CA           90077   \n",
       "108                  JOHN          DEL MAR                CA           92014   \n",
       "249                 DYLAN       SAN MARCOS                CA           92069   \n",
       "96                   RICH        PENNGROVE                CA           94951   \n",
       "183                 KEVIN          ANTIOCH                CA           94509   \n",
       "807                GEORGE     APPLE VALLEY                CA           92307   \n",
       "119                  JOHN           FRESNO                CA           93737   \n",
       "244               MATTHEW     PHILADELPHIA                PA           19103   \n",
       "185                  JOHN         LAKEWOOD                CA           90713   \n",
       "801                JANICE          VENTURA                CA           93004   \n",
       "28                  LARRY          REDDING                CA           96003   \n",
       "220                 JERRY      SIMI VALLEY                CA           93065   \n",
       "101                 LARRY          REDDING                CA           96003   \n",
       "127                 BRIAN    REDONDO BEACH                CA           90278   \n",
       "118                  JOHN           FRESNO                CA           93737   \n",
       "227                 ETHAN    PLEASANT HILL                CA           94523   \n",
       "812             STEPHANIE        SAN DIEGO                CA           92116   \n",
       "806               MARSTON         ALHAMBRA                CA           91801   \n",
       "727                 DAVID          CALGARY                AB          T2P0R3   \n",
       "698            AMIRGHASEM  NORTH VANCOUVER                BC          V7J1V2   \n",
       "793                 PETER    SAN FRANCISCO                CA           94114   \n",
       "260                   NaN           IRVINE                CA           92618   \n",
       "\n",
       "                    contributor_employer   contributor_occupation  \\\n",
       "142                                  NaN                      NaN   \n",
       "79                                   NaN                      NaN   \n",
       "846                                  NaN                      NaN   \n",
       "851                                  NaN                      NaN   \n",
       "852                                  NaN                      NaN   \n",
       "141                                  NaN                      NaN   \n",
       "78                                   NaN                      NaN   \n",
       "143                                  NaN                      NaN   \n",
       "253                                  NaN                  RETIRED   \n",
       "259                                  NaN                      NaN   \n",
       "850                                  NaN                      NaN   \n",
       "839                                  NaN                  RETIRED   \n",
       "845                                  NaN                      NaN   \n",
       "254               SEAN PARKER FOUNDATION                 CHAIRMAN   \n",
       "134                                  NaN                      NaN   \n",
       "843                                  NaN                      NaN   \n",
       "206                                  NaN                      NaN   \n",
       "848                                  NaN                      NaN   \n",
       "853                                  NaN                      NaN   \n",
       "257                              RETIRED                      NaN   \n",
       "251                                  NaN                  RETIRED   \n",
       "44                                   NaN                      NaN   \n",
       "844                                  NaN                      NaN   \n",
       "849                                  NaN                      NaN   \n",
       "521                                  NaN                      NaN   \n",
       "69                                   NaN                      NaN   \n",
       "312                                  NaN                      NaN   \n",
       "520                                  NaN                      NaN   \n",
       "245                   THIEL CAPITAL, LLC                PRESIDENT   \n",
       "255                                  NaN                      NaN   \n",
       "..                                   ...                      ...   \n",
       "589                                  NaN                  RETIRED   \n",
       "242                          APPLE, INC.                 ENGINEER   \n",
       "62             DAN VIETS ATTORNEY AT LAW                 ATTORNEY   \n",
       "61             DAN VIETS ATTORNEY AT LAW                 ATTORNEY   \n",
       "55             MARC STEIGLEDER, HANDYMAN                 HANDYMAN   \n",
       "774                                  NaN             NOT EMPLOYED   \n",
       "149                 TORTUGA ADVISERS LLC       INVESTMENT ADVISOR   \n",
       "397          MOBIUS BEVERAGE CORPORATION                  FOUNDER   \n",
       "794                                  NaN             NOT EMPLOYED   \n",
       "108  UNIVERSITY OF CALIFORNIA, SAN DIEGO                PHYSICIAN   \n",
       "249                           FIRST DATA       SOFTWARE DEVELOPER   \n",
       "96                                  NONE               UNEMPLOYED   \n",
       "183                                 NONE               UNEMPLOYED   \n",
       "807                                  NaN                  RETIRED   \n",
       "119                       NETZER & MALMO                 ATTORNEY   \n",
       "244                            USA TRUCK             TRUCK DRIVER   \n",
       "185                                 NONE               UNEMPLOYED   \n",
       "801                                  NaN                  RETIRED   \n",
       "28                                  NONE               UNEMPLOYED   \n",
       "220                                 NONE               UNEMPLOYED   \n",
       "101                                 NONE               UNEMPLOYED   \n",
       "127                              DIRECTV                  MANAGER   \n",
       "118                       NETZER & MALMO                 ATTORNEY   \n",
       "227                     LONZA BIOSCIENCE         SALES CONSULTANT   \n",
       "812            STEPHANIE WARREN SAMARIPA             ENTREPRENEUR   \n",
       "806                                  NaN                  RETIRED   \n",
       "727                BORDEN LADNER GERVAIS                 ATTORNEY   \n",
       "698                            MEDIGREEN  CHIEF EXECUTIVE OFFICER   \n",
       "793                          APPLE, INC.               PROGRAMMER   \n",
       "260                                  NaN                      NaN   \n",
       "\n",
       "     contributor_is_self_employed     amount  \n",
       "142                         False  4000000.0  \n",
       "79                          False  2000000.0  \n",
       "846                         False  1970000.0  \n",
       "851                         False  1970000.0  \n",
       "852                         False  1403000.0  \n",
       "141                         False  1250000.0  \n",
       "78                          False  1000000.0  \n",
       "143                         False  1000000.0  \n",
       "253                         False  1000000.0  \n",
       "259                         False  1000000.0  \n",
       "850                         False  1000000.0  \n",
       "839                         False  1000000.0  \n",
       "845                         False  1000000.0  \n",
       "254                         False  1000000.0  \n",
       "134                         False   750000.0  \n",
       "843                         False   550000.0  \n",
       "206                         False   550000.0  \n",
       "848                         False   550000.0  \n",
       "853                         False   500000.0  \n",
       "257                         False   500000.0  \n",
       "251                         False   500000.0  \n",
       "44                          False   500000.0  \n",
       "844                         False   420000.0  \n",
       "849                         False   420000.0  \n",
       "521                         False   420000.0  \n",
       "69                          False   400000.0  \n",
       "312                         False   400000.0  \n",
       "520                         False   300000.0  \n",
       "245                         False   300000.0  \n",
       "255                         False   250000.0  \n",
       "..                            ...        ...  \n",
       "589                         False       25.0  \n",
       "242                         False       25.0  \n",
       "62                          False       25.0  \n",
       "61                          False       25.0  \n",
       "55                          False       25.0  \n",
       "774                         False       25.0  \n",
       "149                         False       25.0  \n",
       "397                         False       25.0  \n",
       "794                         False       25.0  \n",
       "108                         False       25.0  \n",
       "249                         False       25.0  \n",
       "96                          False       25.0  \n",
       "183                         False       25.0  \n",
       "807                         False       25.0  \n",
       "119                         False       25.0  \n",
       "244                         False       25.0  \n",
       "185                         False       25.0  \n",
       "801                         False       25.0  \n",
       "28                          False       20.0  \n",
       "220                         False       10.0  \n",
       "101                         False       10.0  \n",
       "127                         False       10.0  \n",
       "118                         False       10.0  \n",
       "227                         False      -50.0  \n",
       "812                         False      -50.0  \n",
       "806                         False     -100.0  \n",
       "727                         False     -100.0  \n",
       "698                         False     -100.0  \n",
       "793                         False     -900.0  \n",
       "260                         False  -150000.0  \n",
       "\n",
       "[860 rows x 20 columns]"
      ]
     },
     "execution_count": 213,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.sort_values(\"amount\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ocd_prop_id</th>\n",
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       "      <th>contributor_is_self_employed</th>\n",
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       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
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       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
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       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
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       "      <td>2016-09-27</td>\n",
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       "      <td>1381868</td>\n",
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       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>459</td>\n",
       "      <td>1382568</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
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       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>2083071</td>\n",
       "      <td>2016-09-15</td>\n",
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       "      <td>2016-09-12</td>\n",
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       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>2083142</td>\n",
       "      <td>2016-07-25</td>\n",
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       "      <td>OAKS</td>\n",
       "      <td>CA</td>\n",
       "      <td>19456</td>\n",
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       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>150000.0</td>\n",
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       "    <tr>\n",
       "      <th>837</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-06-08</td>\n",
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       "    <tr>\n",
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       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-06-13</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>45000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>459</td>\n",
       "      <td>1382568</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>2064127</td>\n",
       "      <td>2016-06-13</td>\n",
       "      <td>SAM ACTION, INC.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ALEXANDRIA</td>\n",
       "      <td>VA</td>\n",
       "      <td>22314</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>36000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>836</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>463</td>\n",
       "      <td>1387789</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>2064155</td>\n",
       "      <td>2016-05-20</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>JULIE</td>\n",
       "      <td>OAKS</td>\n",
       "      <td>PA</td>\n",
       "      <td>19456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>35000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>459</td>\n",
       "      <td>1382568</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>2083071</td>\n",
       "      <td>2016-09-07</td>\n",
       "      <td>CALIFORNIANS FOR JOBS, ASSEMBLYMEMBER JIM COOP...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>25000.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          ocd_prop_id  calaccess_prop_id  \\\n",
       "839  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "312  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "310  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "308  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "840  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "837  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "838  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "287  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "836  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "306  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "     ccdc_prop_id                                          prop_name  \\\n",
       "839            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "312            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "310            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "308            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "840            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "837            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "838            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "287            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "836            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "306            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "     ccdc_committee_id  calaccess_committee_id  \\\n",
       "839                463                 1387789   \n",
       "312                459                 1382568   \n",
       "310                459                 1382568   \n",
       "308                459                 1382568   \n",
       "840                463                 1387789   \n",
       "837                463                 1387789   \n",
       "838                463                 1387789   \n",
       "287                459                 1382568   \n",
       "836                463                 1387789   \n",
       "306                459                 1382568   \n",
       "\n",
       "                                      committee_name_x committee_position  \\\n",
       "839  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "312  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "310  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "308  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "840  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "837  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "838  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "287  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "836  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...             OPPOSE   \n",
       "306  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...             OPPOSE   \n",
       "\n",
       "                                      committee_name_y  calaccess_filing_id  \\\n",
       "839  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2083142   \n",
       "312  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2098048   \n",
       "310  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2083071   \n",
       "308  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2083071   \n",
       "840  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2083142   \n",
       "837  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2064155   \n",
       "838  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2064155   \n",
       "287  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2064127   \n",
       "836  SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...              2064155   \n",
       "306  PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...              2083071   \n",
       "\n",
       "    date_received                               contributor_lastname  \\\n",
       "839    2016-07-20                                            SCHAUER   \n",
       "312    2016-09-27                                   SAM ACTION, INC.   \n",
       "310    2016-09-15                                   SAM ACTION, INC.   \n",
       "308    2016-09-12                                   SAM ACTION, INC.   \n",
       "840    2016-07-25                                            SCHAUER   \n",
       "837    2016-06-08                                            SCHAUER   \n",
       "838    2016-06-13                                            SCHAUER   \n",
       "287    2016-06-13                                   SAM ACTION, INC.   \n",
       "836    2016-05-20                                            SCHAUER   \n",
       "306    2016-09-07  CALIFORNIANS FOR JOBS, ASSEMBLYMEMBER JIM COOP...   \n",
       "\n",
       "    contributor_firstname contributor_city contributor_state contributor_zip  \\\n",
       "839                 JULIE             OAKS                PA           19456   \n",
       "312                   NaN       ALEXANDRIA                VA           22314   \n",
       "310                   NaN       ALEXANDRIA                VA           22314   \n",
       "308                   NaN       ALEXANDRIA                VA           22314   \n",
       "840                 JULIE             OAKS                CA           19456   \n",
       "837                 JULIE             OAKS                PA           19456   \n",
       "838                 JULIE             OAKS                PA           19456   \n",
       "287                   NaN       ALEXANDRIA                VA           22314   \n",
       "836                 JULIE             OAKS                PA           19456   \n",
       "306                   NaN       SACRAMENTO                CA           95815   \n",
       "\n",
       "    contributor_employer contributor_occupation  contributor_is_self_employed  \\\n",
       "839                  NaN                RETIRED                         False   \n",
       "312                  NaN                    NaN                         False   \n",
       "310                  NaN                    NaN                         False   \n",
       "308                  NaN                    NaN                         False   \n",
       "840                  NaN                RETIRED                         False   \n",
       "837                  NaN                RETIRED                         False   \n",
       "838                  NaN                RETIRED                         False   \n",
       "287                  NaN                    NaN                         False   \n",
       "836                  NaN                RETIRED                         False   \n",
       "306                  NaN                    NaN                         False   \n",
       "\n",
       "        amount  \n",
       "839  1000000.0  \n",
       "312   400000.0  \n",
       "310   225000.0  \n",
       "308   200000.0  \n",
       "840   150000.0  \n",
       "837   120000.0  \n",
       "838    45000.0  \n",
       "287    36000.0  \n",
       "836    35000.0  \n",
       "306    25000.0  "
      ]
     },
     "execution_count": 219,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m_64_no.sort_values(\"amount\", ascending=False).head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ocd_prop_id</th>\n",
       "      <th>calaccess_prop_id</th>\n",
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       "      <td>4000000.0</td>\n",
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       "      <th>79</th>\n",
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       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
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       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
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       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
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       "      <td>2082414</td>\n",
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       "      <td>19809</td>\n",
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       "      <td>False</td>\n",
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       "      <td>94301</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2083758</td>\n",
       "      <td>2016-07-27</td>\n",
       "      <td>PARKER</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>SEAN PARKER FOUNDATION</td>\n",
       "      <td>CHAIRMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2063087</td>\n",
       "      <td>2016-06-30</td>\n",
       "      <td>VAN AMERINGEN</td>\n",
       "      <td>HENRY</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10011</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>458</td>\n",
       "      <td>1376077</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>1982136</td>\n",
       "      <td>2015-04-16</td>\n",
       "      <td>GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRVINE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-01</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>750000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>550000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2038497</td>\n",
       "      <td>2016-03-31</td>\n",
       "      <td>LEWIS</td>\n",
       "      <td>DANIEL</td>\n",
       "      <td>CORAL GABLES</td>\n",
       "      <td>FL</td>\n",
       "      <td>33146</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-01</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WASHINGTON</td>\n",
       "      <td>DC</td>\n",
       "      <td>20036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>457</td>\n",
       "      <td>1382525</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>2098142</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>LEWIS</td>\n",
       "      <td>DANIEL</td>\n",
       "      <td>CORAL GABLES</td>\n",
       "      <td>FL</td>\n",
       "      <td>33146</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>853</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2096507</td>\n",
       "      <td>2016-10-19</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>464</td>\n",
       "      <td>1385506</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>2064069</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEW YORK</td>\n",
       "      <td>NY</td>\n",
       "      <td>10019</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>849</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>465</td>\n",
       "      <td>1385745</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>2057298</td>\n",
       "      <td>2016-05-26</td>\n",
       "      <td>FUND FOR POLICY REFORM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>WILMINGTON</td>\n",
       "      <td>DE</td>\n",
       "      <td>19809</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>420000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-15</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>400000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-11-01</td>\n",
       "      <td>THIEL</td>\n",
       "      <td>PETER</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94129</td>\n",
       "      <td>THIEL CAPITAL, LLC</td>\n",
       "      <td>PRESIDENT</td>\n",
       "      <td>False</td>\n",
       "      <td>300000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-05-03</td>\n",
       "      <td>DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SACRAMENTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>95815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>300000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>460</td>\n",
       "      <td>1371855</td>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>2009762</td>\n",
       "      <td>2015-12-30</td>\n",
       "      <td>PARKER</td>\n",
       "      <td>SEAN</td>\n",
       "      <td>PALO ALTO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94301</td>\n",
       "      <td>SEAN N PARKER FOUNDATION</td>\n",
       "      <td>CHAIRMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>460</td>\n",
       "      <td>1371855</td>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>2060277</td>\n",
       "      <td>2016-04-19</td>\n",
       "      <td>PRITZKER</td>\n",
       "      <td>NICHOLAS</td>\n",
       "      <td>SAN FRANSISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94129</td>\n",
       "      <td>TAO CAPITAL PARTNERS LLC</td>\n",
       "      <td>CHAIRMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-18</td>\n",
       "      <td>PRITZKER</td>\n",
       "      <td>NICHOLAS</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94129</td>\n",
       "      <td>TAO CAPITAL PARTNERS, LLC</td>\n",
       "      <td>CHAIRMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-31</td>\n",
       "      <td>DALLAS</td>\n",
       "      <td>JANICE</td>\n",
       "      <td>VENTURA</td>\n",
       "      <td>CA</td>\n",
       "      <td>93004</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-15</td>\n",
       "      <td>VIETS</td>\n",
       "      <td>DAN</td>\n",
       "      <td>COLUMBIA</td>\n",
       "      <td>MO</td>\n",
       "      <td>65201</td>\n",
       "      <td>DAN VIETS ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-04-08</td>\n",
       "      <td>VIETS</td>\n",
       "      <td>DAN</td>\n",
       "      <td>COLUMBIA</td>\n",
       "      <td>MO</td>\n",
       "      <td>65201</td>\n",
       "      <td>DAN VIETS ATTORNEY AT LAW</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>779</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2098546</td>\n",
       "      <td>2016-10-13</td>\n",
       "      <td>RESNICK</td>\n",
       "      <td>STUART</td>\n",
       "      <td>BERKELEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>94709</td>\n",
       "      <td>TEKSYSTEMS</td>\n",
       "      <td>MICROSOFT EXCEL EXPERT</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-09-20</td>\n",
       "      <td>BONNELL</td>\n",
       "      <td>FRASER</td>\n",
       "      <td>BERKELEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>94708</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-22</td>\n",
       "      <td>MOLLER</td>\n",
       "      <td>GEOFFREY</td>\n",
       "      <td>ALAMEDA</td>\n",
       "      <td>CA</td>\n",
       "      <td>94501</td>\n",
       "      <td>MICROSOFT</td>\n",
       "      <td>ENGINEER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>777</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2098546</td>\n",
       "      <td>2016-10-12</td>\n",
       "      <td>SMITH</td>\n",
       "      <td>GREG</td>\n",
       "      <td>SAN MATEO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94404</td>\n",
       "      <td>GREG SMITH</td>\n",
       "      <td>CONTRACTOR</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-05-02</td>\n",
       "      <td>STEIGLEDER</td>\n",
       "      <td>MARC</td>\n",
       "      <td>SANTA MONICA</td>\n",
       "      <td>CA</td>\n",
       "      <td>90404</td>\n",
       "      <td>MARC STEIGLEDER, HANDYMAN</td>\n",
       "      <td>HANDYMAN</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>794</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-28</td>\n",
       "      <td>SANTSCHI</td>\n",
       "      <td>WILLIAM</td>\n",
       "      <td>LOS ANGELES</td>\n",
       "      <td>CA</td>\n",
       "      <td>90077</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NOT EMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>775</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2098546</td>\n",
       "      <td>2016-10-11</td>\n",
       "      <td>REAGAN</td>\n",
       "      <td>DAVID</td>\n",
       "      <td>OAKLAND</td>\n",
       "      <td>CA</td>\n",
       "      <td>94619</td>\n",
       "      <td>LAW OFFICES OF DAVID REAGAN</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-08-25</td>\n",
       "      <td>OLS</td>\n",
       "      <td>CATHERINE</td>\n",
       "      <td>LA VERNE</td>\n",
       "      <td>CA</td>\n",
       "      <td>91750</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2098546</td>\n",
       "      <td>2016-10-13</td>\n",
       "      <td>QUATTRIN</td>\n",
       "      <td>MONICA</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94123</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NOT EMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-07-28</td>\n",
       "      <td>REAGAN</td>\n",
       "      <td>DAVID</td>\n",
       "      <td>OAKLAND</td>\n",
       "      <td>CA</td>\n",
       "      <td>94619</td>\n",
       "      <td>LAW OFFICES OF DAVID REAGAN</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-11-03</td>\n",
       "      <td>WINN</td>\n",
       "      <td>DYLAN</td>\n",
       "      <td>SAN MARCOS</td>\n",
       "      <td>CA</td>\n",
       "      <td>92069</td>\n",
       "      <td>FIRST DATA</td>\n",
       "      <td>SOFTWARE DEVELOPER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-08-18</td>\n",
       "      <td>SCHAIBLE</td>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>MOORPARK</td>\n",
       "      <td>CA</td>\n",
       "      <td>93021</td>\n",
       "      <td>TORTUGA ADVISERS LLC</td>\n",
       "      <td>INVESTMENT ADVISOR</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-07-07</td>\n",
       "      <td>KELSOE</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>DEL MAR</td>\n",
       "      <td>CA</td>\n",
       "      <td>92014</td>\n",
       "      <td>UNIVERSITY OF CALIFORNIA, SAN DIEGO</td>\n",
       "      <td>PHYSICIAN</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>807</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-28</td>\n",
       "      <td>OKEEFE</td>\n",
       "      <td>GEORGE</td>\n",
       "      <td>APPLE VALLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>92307</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2063970</td>\n",
       "      <td>2016-06-17</td>\n",
       "      <td>MILLIGAN</td>\n",
       "      <td>BRUCE</td>\n",
       "      <td>BELLEVUE</td>\n",
       "      <td>WA</td>\n",
       "      <td>98005</td>\n",
       "      <td>MOBIUS BEVERAGE CORPORATION</td>\n",
       "      <td>FOUNDER</td>\n",
       "      <td>False</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2064423</td>\n",
       "      <td>2016-06-29</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-06</td>\n",
       "      <td>MITCHELL</td>\n",
       "      <td>BRIAN</td>\n",
       "      <td>REDONDO BEACH</td>\n",
       "      <td>CA</td>\n",
       "      <td>90278</td>\n",
       "      <td>DIRECTV</td>\n",
       "      <td>MANAGER</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-09-09</td>\n",
       "      <td>MALMO</td>\n",
       "      <td>JOHN</td>\n",
       "      <td>FRESNO</td>\n",
       "      <td>CA</td>\n",
       "      <td>93737</td>\n",
       "      <td>NETZER &amp; MALMO</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2098281</td>\n",
       "      <td>2016-10-14</td>\n",
       "      <td>VOEGTLI</td>\n",
       "      <td>JERRY</td>\n",
       "      <td>SIMI VALLEY</td>\n",
       "      <td>CA</td>\n",
       "      <td>93065</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2083528</td>\n",
       "      <td>2016-08-27</td>\n",
       "      <td>HANNAN</td>\n",
       "      <td>LARRY</td>\n",
       "      <td>REDDING</td>\n",
       "      <td>CA</td>\n",
       "      <td>96003</td>\n",
       "      <td>NONE</td>\n",
       "      <td>UNEMPLOYED</td>\n",
       "      <td>False</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>812</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>462</td>\n",
       "      <td>1386560</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>2083796</td>\n",
       "      <td>2016-08-10</td>\n",
       "      <td>WARREN-SAMARIPA</td>\n",
       "      <td>STEPHANIE</td>\n",
       "      <td>SAN DIEGO</td>\n",
       "      <td>CA</td>\n",
       "      <td>92116</td>\n",
       "      <td>STEPHANIE WARREN SAMARIPA</td>\n",
       "      <td>ENTREPRENEUR</td>\n",
       "      <td>False</td>\n",
       "      <td>-50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>456</td>\n",
       "      <td>1381808</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>2130956</td>\n",
       "      <td>2016-12-04</td>\n",
       "      <td>BROOKES</td>\n",
       "      <td>ETHAN</td>\n",
       "      <td>PLEASANT HILL</td>\n",
       "      <td>CA</td>\n",
       "      <td>94523</td>\n",
       "      <td>LONZA BIOSCIENCE</td>\n",
       "      <td>SALES CONSULTANT</td>\n",
       "      <td>False</td>\n",
       "      <td>-50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-10-26</td>\n",
       "      <td>MEDLOCK</td>\n",
       "      <td>MARSTON</td>\n",
       "      <td>ALHAMBRA</td>\n",
       "      <td>CA</td>\n",
       "      <td>91801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RETIRED</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-07-27</td>\n",
       "      <td>SAMIMI-ARDESTAN</td>\n",
       "      <td>AMIRGHASEM</td>\n",
       "      <td>NORTH VANCOUVER</td>\n",
       "      <td>BC</td>\n",
       "      <td>V7J1V2</td>\n",
       "      <td>MEDIGREEN</td>\n",
       "      <td>CHIEF EXECUTIVE OFFICER</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>727</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2083494</td>\n",
       "      <td>2016-07-13</td>\n",
       "      <td>WOOD</td>\n",
       "      <td>DAVID</td>\n",
       "      <td>CALGARY</td>\n",
       "      <td>AB</td>\n",
       "      <td>T2P0R3</td>\n",
       "      <td>BORDEN LADNER GERVAIS</td>\n",
       "      <td>ATTORNEY</td>\n",
       "      <td>False</td>\n",
       "      <td>-100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>793</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>461</td>\n",
       "      <td>1343793</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>2130986</td>\n",
       "      <td>2016-11-02</td>\n",
       "      <td>ROBINETT</td>\n",
       "      <td>PETER</td>\n",
       "      <td>SAN FRANCISCO</td>\n",
       "      <td>CA</td>\n",
       "      <td>94114</td>\n",
       "      <td>APPLE, INC.</td>\n",
       "      <td>PROGRAMMER</td>\n",
       "      <td>False</td>\n",
       "      <td>-900.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e</td>\n",
       "      <td>1381868</td>\n",
       "      <td>83</td>\n",
       "      <td>PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...</td>\n",
       "      <td>458</td>\n",
       "      <td>1376077</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>2082735</td>\n",
       "      <td>2016-08-04</td>\n",
       "      <td>GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRVINE</td>\n",
       "      <td>CA</td>\n",
       "      <td>92618</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>-150000.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>762 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          ocd_prop_id  calaccess_prop_id  \\\n",
       "142  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "79   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "851  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "846  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "852  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "141  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "850  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "143  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "845  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "254  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "253  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "78   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "259  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "134  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "848  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "206  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "843  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "251  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "44   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "257  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "853  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "521  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "844  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "849  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "69   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "245  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "520  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "357  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "364  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "48   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "..                                                ...                ...   \n",
       "801  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "62   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "61   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "779  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "589  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "130  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "777  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "55   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "794  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "775  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "139  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "774  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "690  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "249  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "149  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "108  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "807  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "397  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "28   ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "127  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "118  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "220  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "101  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "812  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "227  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "806  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "698  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "727  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "793  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "260  ocd-contest/232cb72c-1b11-4293-b4e2-a181e80d172e            1381868   \n",
       "\n",
       "     ccdc_prop_id                                          prop_name  \\\n",
       "142            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "79             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "851            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "846            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "852            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "141            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "850            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "143            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "845            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "254            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "253            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "78             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "259            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "134            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "848            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "206            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "843            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "251            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "44             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "257            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "853            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "521            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "844            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "849            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "69             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "245            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "520            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "357            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "364            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "48             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "..            ...                                                ...   \n",
       "801            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "62             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "61             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "779            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "589            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "130            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "777            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "55             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "794            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "775            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "139            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "774            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "690            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "249            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "149            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "108            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "807            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "397            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "28             83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "127            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "118            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "220            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "101            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "812            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "227            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "806            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "698            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "727            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "793            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "260            83  PROPOSITION 064- MARIJUANA LEGALIZATION. INITI...   \n",
       "\n",
       "     ccdc_committee_id  calaccess_committee_id  \\\n",
       "142                456                 1381808   \n",
       "79                 456                 1381808   \n",
       "851                465                 1385745   \n",
       "846                464                 1385506   \n",
       "852                465                 1385745   \n",
       "141                456                 1381808   \n",
       "850                465                 1385745   \n",
       "143                456                 1381808   \n",
       "845                464                 1385506   \n",
       "254                457                 1382525   \n",
       "253                457                 1382525   \n",
       "78                 456                 1381808   \n",
       "259                458                 1376077   \n",
       "134                456                 1381808   \n",
       "848                465                 1385745   \n",
       "206                456                 1381808   \n",
       "843                464                 1385506   \n",
       "251                457                 1382525   \n",
       "44                 456                 1381808   \n",
       "257                457                 1382525   \n",
       "853                465                 1385745   \n",
       "521                461                 1343793   \n",
       "844                464                 1385506   \n",
       "849                465                 1385745   \n",
       "69                 456                 1381808   \n",
       "245                456                 1381808   \n",
       "520                461                 1343793   \n",
       "357                460                 1371855   \n",
       "364                460                 1371855   \n",
       "48                 456                 1381808   \n",
       "..                 ...                     ...   \n",
       "801                461                 1343793   \n",
       "62                 456                 1381808   \n",
       "61                 456                 1381808   \n",
       "779                461                 1343793   \n",
       "589                461                 1343793   \n",
       "130                456                 1381808   \n",
       "777                461                 1343793   \n",
       "55                 456                 1381808   \n",
       "794                461                 1343793   \n",
       "775                461                 1343793   \n",
       "139                456                 1381808   \n",
       "774                461                 1343793   \n",
       "690                461                 1343793   \n",
       "249                456                 1381808   \n",
       "149                456                 1381808   \n",
       "108                456                 1381808   \n",
       "807                461                 1343793   \n",
       "397                461                 1343793   \n",
       "28                 456                 1381808   \n",
       "127                456                 1381808   \n",
       "118                456                 1381808   \n",
       "220                456                 1381808   \n",
       "101                456                 1381808   \n",
       "812                462                 1386560   \n",
       "227                456                 1381808   \n",
       "806                461                 1343793   \n",
       "698                461                 1343793   \n",
       "727                461                 1343793   \n",
       "793                461                 1343793   \n",
       "260                458                 1376077   \n",
       "\n",
       "                                      committee_name_x committee_position  \\\n",
       "142  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "79   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "851       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "846  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "852       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "141  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "850       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "143  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "845  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "254                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "253                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "78   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "259  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...            SUPPORT   \n",
       "134  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "848       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "206  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "843  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "251                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "44   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "257                             NEW APPROACH PAC (MPO)            SUPPORT   \n",
       "853       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "521  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "844  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...            SUPPORT   \n",
       "849       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))            SUPPORT   \n",
       "69   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "245  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "520  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "357  MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64            SUPPORT   \n",
       "364  MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64            SUPPORT   \n",
       "48   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "..                                                 ...                ...   \n",
       "801  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "62   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "61   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "779  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "589  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "130  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "777  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "55   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "794  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "775  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "139  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "774  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "690  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "249  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "149  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "108  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "807  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "397  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "28   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "127  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "118  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "220  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "101  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "812         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE            SUPPORT   \n",
       "227  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...            SUPPORT   \n",
       "806  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "698  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "727  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "793  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...            SUPPORT   \n",
       "260  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...            SUPPORT   \n",
       "\n",
       "                                      committee_name_y  calaccess_filing_id  \\\n",
       "142  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "79   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "851       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2082414   \n",
       "846  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2083608   \n",
       "852       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2096507   \n",
       "141  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "850       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2082414   \n",
       "143  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "845  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2083608   \n",
       "254                             NEW APPROACH PAC (MPO)              2083758   \n",
       "253                             NEW APPROACH PAC (MPO)              2063087   \n",
       "78   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "259  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...              1982136   \n",
       "134  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "848       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2057298   \n",
       "206  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "843  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2064069   \n",
       "251                             NEW APPROACH PAC (MPO)              2038497   \n",
       "44   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "257                             NEW APPROACH PAC (MPO)              2098142   \n",
       "853       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2096507   \n",
       "521  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "844  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...              2064069   \n",
       "849       FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))              2057298   \n",
       "69   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "245  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "520  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "357  MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64              2009762   \n",
       "364  MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64              2060277   \n",
       "48   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "..                                                 ...                  ...   \n",
       "801  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "62   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "61   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "779  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2098546   \n",
       "589  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "130  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "777  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2098546   \n",
       "55   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "794  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "775  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2098546   \n",
       "139  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "774  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2098546   \n",
       "690  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "249  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "149  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "108  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "807  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "397  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2063970   \n",
       "28   YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2064423   \n",
       "127  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "118  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "220  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2098281   \n",
       "101  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2083528   \n",
       "812         ADULT USE CAMPAIGN FOR PROPOSITION 64; THE              2083796   \n",
       "227  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...              2130956   \n",
       "806  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "698  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "727  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2083494   \n",
       "793  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...              2130986   \n",
       "260  CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...              2082735   \n",
       "\n",
       "    date_received                               contributor_lastname  \\\n",
       "142    2016-09-15                     PARKER AND AFFILIATED ENTITIES   \n",
       "79     2016-09-15  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...   \n",
       "851    2016-09-15                             FUND FOR POLICY REFORM   \n",
       "846    2016-09-15      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "852    2016-09-27                             FUND FOR POLICY REFORM   \n",
       "141    2016-07-01                     PARKER AND AFFILIATED ENTITIES   \n",
       "850    2016-07-07                             FUND FOR POLICY REFORM   \n",
       "143    2016-09-16                     PARKER AND AFFILIATED ENTITIES   \n",
       "845    2016-07-07      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "254    2016-07-27                                             PARKER   \n",
       "253    2016-06-30                                      VAN AMERINGEN   \n",
       "78     2016-07-07  DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...   \n",
       "259    2015-04-16           GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS   \n",
       "134    2016-07-01                             NEW APPROACH PAC (MPO)   \n",
       "848    2016-05-03                             FUND FOR POLICY REFORM   \n",
       "206    2016-10-11                             NEW APPROACH PAC (MPO)   \n",
       "843    2016-05-03      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "251    2016-03-31                                              LEWIS   \n",
       "44     2016-04-01                             NEW APPROACH PAC (MPO)   \n",
       "257    2016-10-11                                              LEWIS   \n",
       "853    2016-10-19                             FUND FOR POLICY REFORM   \n",
       "521    2016-05-26  DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...   \n",
       "844    2016-05-26      FUND FOR POLICY REFORM (NONPROFIT 501 (C)(4))   \n",
       "849    2016-05-26                             FUND FOR POLICY REFORM   \n",
       "69     2016-09-15  CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...   \n",
       "245    2016-11-01                                              THIEL   \n",
       "520    2016-05-03  DRUG POLICY ACTION - NON-PROFIT 501C4, YES ON ...   \n",
       "357    2015-12-30                                             PARKER   \n",
       "364    2016-04-19                                           PRITZKER   \n",
       "48     2016-04-18                                           PRITZKER   \n",
       "..            ...                                                ...   \n",
       "801    2016-10-31                                             DALLAS   \n",
       "62     2016-04-15                                              VIETS   \n",
       "61     2016-04-08                                              VIETS   \n",
       "779    2016-10-13                                            RESNICK   \n",
       "589    2016-09-20                                            BONNELL   \n",
       "130    2016-09-22                                             MOLLER   \n",
       "777    2016-10-12                                              SMITH   \n",
       "55     2016-05-02                                         STEIGLEDER   \n",
       "794    2016-10-28                                           SANTSCHI   \n",
       "775    2016-10-11                                             REAGAN   \n",
       "139    2016-08-25                                                OLS   \n",
       "774    2016-10-13                                           QUATTRIN   \n",
       "690    2016-07-28                                             REAGAN   \n",
       "249    2016-11-03                                               WINN   \n",
       "149    2016-08-18                                           SCHAIBLE   \n",
       "108    2016-07-07                                             KELSOE   \n",
       "807    2016-10-28                                             OKEEFE   \n",
       "397    2016-06-17                                           MILLIGAN   \n",
       "28     2016-06-29                                             HANNAN   \n",
       "127    2016-09-06                                           MITCHELL   \n",
       "118    2016-09-09                                              MALMO   \n",
       "220    2016-10-14                                            VOEGTLI   \n",
       "101    2016-08-27                                             HANNAN   \n",
       "812    2016-08-10                                    WARREN-SAMARIPA   \n",
       "227    2016-12-04                                            BROOKES   \n",
       "806    2016-10-26                                            MEDLOCK   \n",
       "698    2016-07-27                                    SAMIMI-ARDESTAN   \n",
       "727    2016-07-13                                               WOOD   \n",
       "793    2016-11-02                                           ROBINETT   \n",
       "260    2016-08-04           GHOST MANAGEMENT GROUP, LLC DBA WEEDMAPS   \n",
       "\n",
       "    contributor_firstname contributor_city contributor_state contributor_zip  \\\n",
       "142                  SEAN        PALO ALTO                CA           94301   \n",
       "79                    NaN       SACRAMENTO                CA           95815   \n",
       "851                   NaN       WILMINGTON                DE           19809   \n",
       "846                   NaN         NEW YORK                NY           10019   \n",
       "852                   NaN       WILMINGTON                DE           19809   \n",
       "141                  SEAN        PALO ALTO                CA           94301   \n",
       "850                   NaN       WILMINGTON                DE           19809   \n",
       "143                  SEAN        PALO ALTO                CA           94301   \n",
       "845                   NaN         NEW YORK                NY           10019   \n",
       "254                  SEAN        PALO ALTO                CA           94301   \n",
       "253                 HENRY         NEW YORK                NY           10011   \n",
       "78                    NaN       SACRAMENTO                CA           95815   \n",
       "259                   NaN           IRVINE                CA           92618   \n",
       "134                   NaN       WASHINGTON                DC           20036   \n",
       "848                   NaN       WILMINGTON                DE           19809   \n",
       "206                   NaN       WASHINGTON                DC           20036   \n",
       "843                   NaN         NEW YORK                NY           10019   \n",
       "251                DANIEL     CORAL GABLES                FL           33146   \n",
       "44                    NaN       WASHINGTON                DC           20036   \n",
       "257                DANIEL     CORAL GABLES                FL           33146   \n",
       "853                   NaN       WILMINGTON                DE           19809   \n",
       "521                   NaN       SACRAMENTO                CA           95815   \n",
       "844                   NaN         NEW YORK                NY           10019   \n",
       "849                   NaN       WILMINGTON                DE           19809   \n",
       "69                    NaN       SACRAMENTO                CA           95815   \n",
       "245                 PETER    SAN FRANCISCO                CA           94129   \n",
       "520                   NaN       SACRAMENTO                CA           95815   \n",
       "357                  SEAN        PALO ALTO                CA           94301   \n",
       "364              NICHOLAS    SAN FRANSISCO                CA           94129   \n",
       "48               NICHOLAS    SAN FRANCISCO                CA           94129   \n",
       "..                    ...              ...               ...             ...   \n",
       "801                JANICE          VENTURA                CA           93004   \n",
       "62                    DAN         COLUMBIA                MO           65201   \n",
       "61                    DAN         COLUMBIA                MO           65201   \n",
       "779                STUART         BERKELEY                CA           94709   \n",
       "589                FRASER         BERKELEY                CA           94708   \n",
       "130              GEOFFREY          ALAMEDA                CA           94501   \n",
       "777                  GREG        SAN MATEO                CA           94404   \n",
       "55                   MARC     SANTA MONICA                CA           90404   \n",
       "794               WILLIAM      LOS ANGELES                CA           90077   \n",
       "775                 DAVID          OAKLAND                CA           94619   \n",
       "139             CATHERINE         LA VERNE                CA           91750   \n",
       "774                MONICA    SAN FRANCISCO                CA           94123   \n",
       "690                 DAVID          OAKLAND                CA           94619   \n",
       "249                 DYLAN       SAN MARCOS                CA           92069   \n",
       "149               MICHAEL         MOORPARK                CA           93021   \n",
       "108                  JOHN          DEL MAR                CA           92014   \n",
       "807                GEORGE     APPLE VALLEY                CA           92307   \n",
       "397                 BRUCE         BELLEVUE                WA           98005   \n",
       "28                  LARRY          REDDING                CA           96003   \n",
       "127                 BRIAN    REDONDO BEACH                CA           90278   \n",
       "118                  JOHN           FRESNO                CA           93737   \n",
       "220                 JERRY      SIMI VALLEY                CA           93065   \n",
       "101                 LARRY          REDDING                CA           96003   \n",
       "812             STEPHANIE        SAN DIEGO                CA           92116   \n",
       "227                 ETHAN    PLEASANT HILL                CA           94523   \n",
       "806               MARSTON         ALHAMBRA                CA           91801   \n",
       "698            AMIRGHASEM  NORTH VANCOUVER                BC          V7J1V2   \n",
       "727                 DAVID          CALGARY                AB          T2P0R3   \n",
       "793                 PETER    SAN FRANCISCO                CA           94114   \n",
       "260                   NaN           IRVINE                CA           92618   \n",
       "\n",
       "                    contributor_employer   contributor_occupation  \\\n",
       "142                                  NaN                      NaN   \n",
       "79                                   NaN                      NaN   \n",
       "851                                  NaN                      NaN   \n",
       "846                                  NaN                      NaN   \n",
       "852                                  NaN                      NaN   \n",
       "141                                  NaN                      NaN   \n",
       "850                                  NaN                      NaN   \n",
       "143                                  NaN                      NaN   \n",
       "845                                  NaN                      NaN   \n",
       "254               SEAN PARKER FOUNDATION                 CHAIRMAN   \n",
       "253                                  NaN                  RETIRED   \n",
       "78                                   NaN                      NaN   \n",
       "259                                  NaN                      NaN   \n",
       "134                                  NaN                      NaN   \n",
       "848                                  NaN                      NaN   \n",
       "206                                  NaN                      NaN   \n",
       "843                                  NaN                      NaN   \n",
       "251                                  NaN                  RETIRED   \n",
       "44                                   NaN                      NaN   \n",
       "257                              RETIRED                      NaN   \n",
       "853                                  NaN                      NaN   \n",
       "521                                  NaN                      NaN   \n",
       "844                                  NaN                      NaN   \n",
       "849                                  NaN                      NaN   \n",
       "69                                   NaN                      NaN   \n",
       "245                   THIEL CAPITAL, LLC                PRESIDENT   \n",
       "520                                  NaN                      NaN   \n",
       "357             SEAN N PARKER FOUNDATION                 CHAIRMAN   \n",
       "364             TAO CAPITAL PARTNERS LLC                 CHAIRMAN   \n",
       "48             TAO CAPITAL PARTNERS, LLC                 CHAIRMAN   \n",
       "..                                   ...                      ...   \n",
       "801                                  NaN                  RETIRED   \n",
       "62             DAN VIETS ATTORNEY AT LAW                 ATTORNEY   \n",
       "61             DAN VIETS ATTORNEY AT LAW                 ATTORNEY   \n",
       "779                           TEKSYSTEMS   MICROSOFT EXCEL EXPERT   \n",
       "589                                  NaN                  RETIRED   \n",
       "130                            MICROSOFT                 ENGINEER   \n",
       "777                           GREG SMITH               CONTRACTOR   \n",
       "55             MARC STEIGLEDER, HANDYMAN                 HANDYMAN   \n",
       "794                                  NaN             NOT EMPLOYED   \n",
       "775          LAW OFFICES OF DAVID REAGAN                 ATTORNEY   \n",
       "139                                 NONE               UNEMPLOYED   \n",
       "774                                  NaN             NOT EMPLOYED   \n",
       "690          LAW OFFICES OF DAVID REAGAN                 ATTORNEY   \n",
       "249                           FIRST DATA       SOFTWARE DEVELOPER   \n",
       "149                 TORTUGA ADVISERS LLC       INVESTMENT ADVISOR   \n",
       "108  UNIVERSITY OF CALIFORNIA, SAN DIEGO                PHYSICIAN   \n",
       "807                                  NaN                  RETIRED   \n",
       "397          MOBIUS BEVERAGE CORPORATION                  FOUNDER   \n",
       "28                                  NONE               UNEMPLOYED   \n",
       "127                              DIRECTV                  MANAGER   \n",
       "118                       NETZER & MALMO                 ATTORNEY   \n",
       "220                                 NONE               UNEMPLOYED   \n",
       "101                                 NONE               UNEMPLOYED   \n",
       "812            STEPHANIE WARREN SAMARIPA             ENTREPRENEUR   \n",
       "227                     LONZA BIOSCIENCE         SALES CONSULTANT   \n",
       "806                                  NaN                  RETIRED   \n",
       "698                            MEDIGREEN  CHIEF EXECUTIVE OFFICER   \n",
       "727                BORDEN LADNER GERVAIS                 ATTORNEY   \n",
       "793                          APPLE, INC.               PROGRAMMER   \n",
       "260                                  NaN                      NaN   \n",
       "\n",
       "     contributor_is_self_employed     amount  \n",
       "142                         False  4000000.0  \n",
       "79                          False  2000000.0  \n",
       "851                         False  1970000.0  \n",
       "846                         False  1970000.0  \n",
       "852                         False  1403000.0  \n",
       "141                         False  1250000.0  \n",
       "850                         False  1000000.0  \n",
       "143                         False  1000000.0  \n",
       "845                         False  1000000.0  \n",
       "254                         False  1000000.0  \n",
       "253                         False  1000000.0  \n",
       "78                          False  1000000.0  \n",
       "259                         False  1000000.0  \n",
       "134                         False   750000.0  \n",
       "848                         False   550000.0  \n",
       "206                         False   550000.0  \n",
       "843                         False   550000.0  \n",
       "251                         False   500000.0  \n",
       "44                          False   500000.0  \n",
       "257                         False   500000.0  \n",
       "853                         False   500000.0  \n",
       "521                         False   420000.0  \n",
       "844                         False   420000.0  \n",
       "849                         False   420000.0  \n",
       "69                          False   400000.0  \n",
       "245                         False   300000.0  \n",
       "520                         False   300000.0  \n",
       "357                         False   250000.0  \n",
       "364                         False   250000.0  \n",
       "48                          False   250000.0  \n",
       "..                            ...        ...  \n",
       "801                         False       25.0  \n",
       "62                          False       25.0  \n",
       "61                          False       25.0  \n",
       "779                         False       25.0  \n",
       "589                         False       25.0  \n",
       "130                         False       25.0  \n",
       "777                         False       25.0  \n",
       "55                          False       25.0  \n",
       "794                         False       25.0  \n",
       "775                         False       25.0  \n",
       "139                         False       25.0  \n",
       "774                         False       25.0  \n",
       "690                         False       25.0  \n",
       "249                         False       25.0  \n",
       "149                         False       25.0  \n",
       "108                         False       25.0  \n",
       "807                         False       25.0  \n",
       "397                         False       25.0  \n",
       "28                          False       20.0  \n",
       "127                         False       10.0  \n",
       "118                         False       10.0  \n",
       "220                         False       10.0  \n",
       "101                         False       10.0  \n",
       "812                         False      -50.0  \n",
       "227                         False      -50.0  \n",
       "806                         False     -100.0  \n",
       "698                         False     -100.0  \n",
       "727                         False     -100.0  \n",
       "793                         False     -900.0  \n",
       "260                         False  -150000.0  \n",
       "\n",
       "[762 rows x 20 columns]"
      ]
     },
     "execution_count": 216,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m_64_yes.sort_values(\"amount\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 231,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>committee_name_x</th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...</td>\n",
       "      <td>15734047.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))</td>\n",
       "      <td>6140000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...</td>\n",
       "      <td>4470000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NEW APPROACH PAC (MPO)</td>\n",
       "      <td>3865000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...</td>\n",
       "      <td>1364000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...</td>\n",
       "      <td>1130930.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...</td>\n",
       "      <td>860470.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...</td>\n",
       "      <td>850000.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64</td>\n",
       "      <td>739200.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ADULT USE CAMPAIGN FOR PROPOSITION 64; THE</td>\n",
       "      <td>17089.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MOMS STRONG AGAINST PROP 64</td>\n",
       "      <td>6281.64</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     committee_name_x       amount\n",
       "10  YES ON 64, CALIFORNIANS TO CONTROL, REGULATE A...  15734047.00\n",
       "4        FUND FOR POLICY REFORM (NONPROFIT 501(C)(4))   6140000.00\n",
       "3   DRUG POLICY ACTION - NON PROFIT 501C4, YES ON ...   4470000.00\n",
       "7                              NEW APPROACH PAC (MPO)   3865000.00\n",
       "9   SAM ACTION, INC., A COMMITTEE AGAINST PROPOSIT...   1364000.00\n",
       "8   PUBLIC AND MENTAL HEALTH ADVOCATES AGAINST 64,...   1130930.00\n",
       "1   CALIFORNIANS FOR RESPONSIBLE MARIJUANA REFORM,...    860470.00\n",
       "2   CALIFORNIANS FOR SENSIBLE REFORM, SPONSORED BY...    850000.00\n",
       "5   MARIJUANA POLICY PROJECT OF CALIFORNIA, YES ON 64    739200.00\n",
       "0          ADULT USE CAMPAIGN FOR PROPOSITION 64; THE     17089.00\n",
       "6                         MOMS STRONG AGAINST PROP 64      6281.64"
      ]
     },
     "execution_count": 231,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.groupby(\"committee_name_x\").amount.sum().reset_index().sort_values(\"amount\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>contributor_firstname</th>\n",
       "      <th>contributor_lastname</th>\n",
       "      <th>committee_position</th>\n",
       "      <th>amount</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>483</th>\n",
       "      <td>SEAN</td>\n",
       "      <td>PARKER AND AFFILIATED ENTITIES</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>7250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>482</th>\n",
       "      <td>SEAN</td>\n",
       "      <td>PARKER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>1500000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>JULIE</td>\n",
       "      <td>SCHAUER</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>1364000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>DANIEL</td>\n",
       "      <td>LEWIS</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>1250000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>HENRY</td>\n",
       "      <td>VAN AMERINGEN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>1000000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>405</th>\n",
       "      <td>NICHOLAS</td>\n",
       "      <td>PRITZKER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>900000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>PETER</td>\n",
       "      <td>THIEL</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>300000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456</th>\n",
       "      <td>ROGER</td>\n",
       "      <td>JENKINS</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>75000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>ANGELA</td>\n",
       "      <td>HOWARD</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>65000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>LAWRENCE</td>\n",
       "      <td>HESS</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>30000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>JASON</td>\n",
       "      <td>POST</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>10000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>460</th>\n",
       "      <td>ROGER B.</td>\n",
       "      <td>MCNAMEE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>10000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>ZACHARY PYM</td>\n",
       "      <td>WILLIAMS</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>10000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>JEREMY</td>\n",
       "      <td>ZACHARY</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>7500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>440</th>\n",
       "      <td>ROBERT</td>\n",
       "      <td>ADAMS</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>6500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>LAURIE</td>\n",
       "      <td>BENENSON</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>5000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>CAMILLA</td>\n",
       "      <td>FIELD</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>5000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>DEAN</td>\n",
       "      <td>OPPOSE</td>\n",
       "      <td>5000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>MARY QUINN</td>\n",
       "      <td>DELANEY</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>5000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>488</th>\n",
       "      <td>SHARON K.</td>\n",
       "      <td>CHRISTIE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>5000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>515</th>\n",
       "      <td>TERRY</td>\n",
       "      <td>TURNER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>3664.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>KHURSHID</td>\n",
       "      <td>KHOJA</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>3300.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>JULI</td>\n",
       "      <td>CROCKETT</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>3000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>DOUG</td>\n",
       "      <td>LANPHERE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2920.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>CHARLES</td>\n",
       "      <td>ROVEN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>EMILY</td>\n",
       "      <td>PAXHIA</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>PATRICK</td>\n",
       "      <td>MCMANAMON</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507</th>\n",
       "      <td>STEVEN</td>\n",
       "      <td>PERSKY</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>STEINMETZ</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>MICHAEL</td>\n",
       "      <td>KLEIN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>2500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>CHARLES</td>\n",
       "      <td>LOVE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>GRETCHEN</td>\n",
       "      <td>BERGMAN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>MICHELLE</td>\n",
       "      <td>WOLFF</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>MICHELLE</td>\n",
       "      <td>SEXTON</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>GREG</td>\n",
       "      <td>SMITH</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>MIKE</td>\n",
       "      <td>BARNETT</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>WENDY</td>\n",
       "      <td>COLTON</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>ETHAN</td>\n",
       "      <td>BROOKES</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>CHRISTINE A.</td>\n",
       "      <td>PORTER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>459</th>\n",
       "      <td>ROGER</td>\n",
       "      <td>TOWER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>492</th>\n",
       "      <td>SKIP</td>\n",
       "      <td>ROACHE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>LJUBOMIR</td>\n",
       "      <td>BUTUROVIC</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>PETER</td>\n",
       "      <td>KIRSCH</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>LEONARD</td>\n",
       "      <td>KAUFMANN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>DANA</td>\n",
       "      <td>HIRSCH</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>DANIEL</td>\n",
       "      <td>DODSON</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>DAVID</td>\n",
       "      <td>MURRAY</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>JOSH</td>\n",
       "      <td>KLEYMEYER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>BRIAN</td>\n",
       "      <td>MITCHELL</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>35.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>533</th>\n",
       "      <td>WAYNE</td>\n",
       "      <td>SCHERER</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>ROBERT</td>\n",
       "      <td>LOCKART</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>GEORGE</td>\n",
       "      <td>OKEEFE</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>510</th>\n",
       "      <td>SUE ANN</td>\n",
       "      <td>LORIG</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>MARK</td>\n",
       "      <td>SLABAUGH</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>WILLIAM</td>\n",
       "      <td>SANTSCHI</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>RICH</td>\n",
       "      <td>GOLDBERG</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>MARSTON</td>\n",
       "      <td>MEDLOCK</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>497</th>\n",
       "      <td>STEPHANIE</td>\n",
       "      <td>WARREN-SAMARIPA</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>AMIRGHASEM</td>\n",
       "      <td>SAMIMI-ARDESTAN</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>DAVID</td>\n",
       "      <td>WOOD</td>\n",
       "      <td>SUPPORT</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>549 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    contributor_firstname            contributor_lastname committee_position  \\\n",
       "483                  SEAN  PARKER AND AFFILIATED ENTITIES            SUPPORT   \n",
       "482                  SEAN                          PARKER            SUPPORT   \n",
       "281                 JULIE                         SCHAUER             OPPOSE   \n",
       "108                DANIEL                           LEWIS            SUPPORT   \n",
       "194                 HENRY                   VAN AMERINGEN            SUPPORT   \n",
       "405              NICHOLAS                        PRITZKER            SUPPORT   \n",
       "421                 PETER                           THIEL            SUPPORT   \n",
       "456                 ROGER                         JENKINS            SUPPORT   \n",
       "23                 ANGELA                          HOWARD            SUPPORT   \n",
       "322              LAWRENCE                            HESS            SUPPORT   \n",
       "221                 JASON                            POST            SUPPORT   \n",
       "460              ROGER B.                         MCNAMEE            SUPPORT   \n",
       "548           ZACHARY PYM                        WILLIAMS            SUPPORT   \n",
       "239                JEREMY                         ZACHARY            SUPPORT   \n",
       "440                ROBERT                           ADAMS             OPPOSE   \n",
       "320                LAURIE                        BENENSON            SUPPORT   \n",
       "63                CAMILLA                           FIELD            SUPPORT   \n",
       "375               MICHAEL                            DEAN             OPPOSE   \n",
       "361            MARY QUINN                         DELANEY            SUPPORT   \n",
       "488             SHARON K.                        CHRISTIE            SUPPORT   \n",
       "515                 TERRY                          TURNER            SUPPORT   \n",
       "301              KHURSHID                           KHOJA            SUPPORT   \n",
       "277                  JULI                        CROCKETT            SUPPORT   \n",
       "149                  DOUG                        LANPHERE            SUPPORT   \n",
       "76                CHARLES                           ROVEN            SUPPORT   \n",
       "158                 EMILY                          PAXHIA            SUPPORT   \n",
       "414               PATRICK                       MCMANAMON            SUPPORT   \n",
       "507                STEVEN                          PERSKY            SUPPORT   \n",
       "382               MICHAEL                       STEINMETZ            SUPPORT   \n",
       "377               MICHAEL                           KLEIN            SUPPORT   \n",
       "..                    ...                             ...                ...   \n",
       "75                CHARLES                            LOVE            SUPPORT   \n",
       "191              GRETCHEN                         BERGMAN            SUPPORT   \n",
       "387              MICHELLE                           WOLFF            SUPPORT   \n",
       "385              MICHELLE                          SEXTON            SUPPORT   \n",
       "189                  GREG                           SMITH            SUPPORT   \n",
       "389                  MIKE                         BARNETT            SUPPORT   \n",
       "534                 WENDY                          COLTON            SUPPORT   \n",
       "168                 ETHAN                         BROOKES            SUPPORT   \n",
       "85           CHRISTINE A.                          PORTER            SUPPORT   \n",
       "459                 ROGER                           TOWER            SUPPORT   \n",
       "492                  SKIP                          ROACHE            SUPPORT   \n",
       "335              LJUBOMIR                       BUTUROVIC            SUPPORT   \n",
       "418                 PETER                          KIRSCH            SUPPORT   \n",
       "326               LEONARD                        KAUFMANN            SUPPORT   \n",
       "104                  DANA                          HIRSCH            SUPPORT   \n",
       "105                DANIEL                          DODSON            SUPPORT   \n",
       "125                 DAVID                          MURRAY            SUPPORT   \n",
       "272                  JOSH                       KLEYMEYER            SUPPORT   \n",
       "51                  BRIAN                        MITCHELL            SUPPORT   \n",
       "533                 WAYNE                         SCHERER            SUPPORT   \n",
       "448                ROBERT                         LOCKART            SUPPORT   \n",
       "185                GEORGE                          OKEEFE            SUPPORT   \n",
       "510               SUE ANN                           LORIG            SUPPORT   \n",
       "355                  MARK                        SLABAUGH            SUPPORT   \n",
       "540               WILLIAM                        SANTSCHI            SUPPORT   \n",
       "430                  RICH                        GOLDBERG            SUPPORT   \n",
       "358               MARSTON                         MEDLOCK            SUPPORT   \n",
       "497             STEPHANIE                 WARREN-SAMARIPA            SUPPORT   \n",
       "16             AMIRGHASEM                 SAMIMI-ARDESTAN            SUPPORT   \n",
       "136                 DAVID                            WOOD            SUPPORT   \n",
       "\n",
       "        amount  \n",
       "483  7250000.0  \n",
       "482  1500000.0  \n",
       "281  1364000.0  \n",
       "108  1250000.0  \n",
       "194  1000000.0  \n",
       "405   900000.0  \n",
       "421   300000.0  \n",
       "456    75000.0  \n",
       "23     65000.0  \n",
       "322    30000.0  \n",
       "221    10000.0  \n",
       "460    10000.0  \n",
       "548    10000.0  \n",
       "239     7500.0  \n",
       "440     6500.0  \n",
       "320     5000.0  \n",
       "63      5000.0  \n",
       "375     5000.0  \n",
       "361     5000.0  \n",
       "488     5000.0  \n",
       "515     3664.0  \n",
       "301     3300.0  \n",
       "277     3000.0  \n",
       "149     2920.0  \n",
       "76      2500.0  \n",
       "158     2500.0  \n",
       "414     2500.0  \n",
       "507     2500.0  \n",
       "382     2500.0  \n",
       "377     2500.0  \n",
       "..         ...  \n",
       "75       100.0  \n",
       "191       84.0  \n",
       "387       84.0  \n",
       "385       84.0  \n",
       "189       75.0  \n",
       "389       50.0  \n",
       "534       50.0  \n",
       "168       50.0  \n",
       "85        50.0  \n",
       "459       50.0  \n",
       "492       50.0  \n",
       "335       50.0  \n",
       "418       50.0  \n",
       "326       50.0  \n",
       "104       50.0  \n",
       "105       50.0  \n",
       "125       50.0  \n",
       "272       42.0  \n",
       "51        35.0  \n",
       "533       30.0  \n",
       "448       25.0  \n",
       "185       25.0  \n",
       "510       25.0  \n",
       "355       25.0  \n",
       "540       25.0  \n",
       "430       25.0  \n",
       "358        0.0  \n",
       "497        0.0  \n",
       "16         0.0  \n",
       "136        0.0  \n",
       "\n",
       "[549 rows x 4 columns]"
      ]
     },
     "execution_count": 234,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.groupby([\"contributor_firstname\", \"contributor_lastname\", \"committee_position\"]).amount.sum().reset_index().sort_values(\"amount\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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