visualization/Step1_viz_casenum_byyear.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## For the visualization, we need the total cases every year over the course of the court"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "#import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/emilybarry/anaconda/lib/python3.5/site-packages/IPython/core/interactiveshell.py:2902: DtypeWarning: Columns (13) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    }
   ],
   "source": [
    "caseqtypost = pd.read_csv(\"data/post1946votes.csv\", encoding = 'iso-8859-1')\n",
    "caseqtypre = pd.read_csv(\"data/pre1946votes.csv\", encoding = 'iso-8859-1')\n",
    "casefull = pd.concat([caseqtypost, caseqtypre] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>caseId</th>\n",
       "      <th>docketId</th>\n",
       "      <th>caseIssuesId</th>\n",
       "      <th>voteId</th>\n",
       "      <th>dateDecision</th>\n",
       "      <th>decisionType</th>\n",
       "      <th>usCite</th>\n",
       "      <th>sctCite</th>\n",
       "      <th>ledCite</th>\n",
       "      <th>lexisCite</th>\n",
       "      <th>...</th>\n",
       "      <th>majVotes</th>\n",
       "      <th>minVotes</th>\n",
       "      <th>justice</th>\n",
       "      <th>justiceName</th>\n",
       "      <th>vote</th>\n",
       "      <th>opinion</th>\n",
       "      <th>direction</th>\n",
       "      <th>majority</th>\n",
       "      <th>firstAgreement</th>\n",
       "      <th>secondAgreement</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-01</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>86</td>\n",
       "      <td>HHBurton</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-02</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>84</td>\n",
       "      <td>RHJackson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-03</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>81</td>\n",
       "      <td>WODouglas</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-04</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>FFrankfurter</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-05</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>79</td>\n",
       "      <td>SFReed</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-06</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>78</td>\n",
       "      <td>HLBlack</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-07</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>85</td>\n",
       "      <td>WBRutledge</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-08</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>82</td>\n",
       "      <td>FMurphy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1946-001</td>\n",
       "      <td>1946-001-01</td>\n",
       "      <td>1946-001-01-01</td>\n",
       "      <td>1946-001-01-01-01-09</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 1</td>\n",
       "      <td>67 S. Ct. 6</td>\n",
       "      <td>91 L. Ed. 3</td>\n",
       "      <td>1946 U.S. LEXIS 1724</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>87</td>\n",
       "      <td>FMVinson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-01</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>86</td>\n",
       "      <td>HHBurton</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-02</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>84</td>\n",
       "      <td>RHJackson</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-03</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>81</td>\n",
       "      <td>WODouglas</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-04</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>80</td>\n",
       "      <td>FFrankfurter</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-05</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>79</td>\n",
       "      <td>SFReed</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-06</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>78</td>\n",
       "      <td>HLBlack</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-07</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>85</td>\n",
       "      <td>WBRutledge</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-08</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>82</td>\n",
       "      <td>FMurphy</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1946-002</td>\n",
       "      <td>1946-002-01</td>\n",
       "      <td>1946-002-01-01</td>\n",
       "      <td>1946-002-01-01-01-09</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 14</td>\n",
       "      <td>67 S. Ct. 13</td>\n",
       "      <td>91 L. Ed. 12</td>\n",
       "      <td>1946 U.S. LEXIS 1725</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>87</td>\n",
       "      <td>FMVinson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-01</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>86</td>\n",
       "      <td>HHBurton</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>79</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-02</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>84</td>\n",
       "      <td>RHJackson</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-03</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>81</td>\n",
       "      <td>WODouglas</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>79</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-04</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>80</td>\n",
       "      <td>FFrankfurter</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>79</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-05</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>79</td>\n",
       "      <td>SFReed</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-06</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>78</td>\n",
       "      <td>HLBlack</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-07</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>85</td>\n",
       "      <td>WBRutledge</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-08</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>82</td>\n",
       "      <td>FMurphy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1946-003</td>\n",
       "      <td>1946-003-01</td>\n",
       "      <td>1946-003-01-01</td>\n",
       "      <td>1946-003-01-01-01-09</td>\n",
       "      <td>11/18/46</td>\n",
       "      <td>1</td>\n",
       "      <td>329 U.S. 29</td>\n",
       "      <td>67 S. Ct. 1</td>\n",
       "      <td>91 L. Ed. 22</td>\n",
       "      <td>1946 U.S. LEXIS 3037</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>87</td>\n",
       "      <td>FMVinson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1946-004</td>\n",
       "      <td>1946-004-01</td>\n",
       "      <td>1946-004-01-01</td>\n",
       "      <td>1946-004-01-01-01-01</td>\n",
       "      <td>11/25/46</td>\n",
       "      <td>7</td>\n",
       "      <td>329 U.S. 40</td>\n",
       "      <td>67 S. Ct. 167</td>\n",
       "      <td>91 L. Ed. 29</td>\n",
       "      <td>1946 U.S. LEXIS 1696</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>86</td>\n",
       "      <td>HHBurton</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>79</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1946-004</td>\n",
       "      <td>1946-004-01</td>\n",
       "      <td>1946-004-01-01</td>\n",
       "      <td>1946-004-01-01-01-02</td>\n",
       "      <td>11/25/46</td>\n",
       "      <td>7</td>\n",
       "      <td>329 U.S. 40</td>\n",
       "      <td>67 S. Ct. 167</td>\n",
       "      <td>91 L. Ed. 29</td>\n",
       "      <td>1946 U.S. LEXIS 1696</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>84</td>\n",
       "      <td>RHJackson</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1946-004</td>\n",
       "      <td>1946-004-01</td>\n",
       "      <td>1946-004-01-01</td>\n",
       "      <td>1946-004-01-01-01-03</td>\n",
       "      <td>11/25/46</td>\n",
       "      <td>7</td>\n",
       "      <td>329 U.S. 40</td>\n",
       "      <td>67 S. Ct. 167</td>\n",
       "      <td>91 L. Ed. 29</td>\n",
       "      <td>1946 U.S. LEXIS 1696</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>81</td>\n",
       "      <td>WODouglas</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</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",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249770</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-05</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>109</td>\n",
       "      <td>RBGinsburg</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249771</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-06</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "      <td>SGBreyer</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249772</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-07</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>112</td>\n",
       "      <td>SAAlito</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249773</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-08</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249774</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-09</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>114</td>\n",
       "      <td>EKagan</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249775</th>\n",
       "      <td>1900-202</td>\n",
       "      <td>1900-202-01</td>\n",
       "      <td>1900-202-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1/14/1901</td>\n",
       "      <td>5</td>\n",
       "      <td>180 U.S. 635</td>\n",
       "      <td>21 S. Ct. 920</td>\n",
       "      <td>45 L. Ed. 709</td>\n",
       "      <td>1901 U.S. LEXIS 1331</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249776</th>\n",
       "      <td>1909-177</td>\n",
       "      <td>1909-177-01</td>\n",
       "      <td>1909-177-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2/28/10</td>\n",
       "      <td>5</td>\n",
       "      <td>216 U.S. 603</td>\n",
       "      <td>30 S. Ct. 574</td>\n",
       "      <td>54 L. Ed. 635</td>\n",
       "      <td>1910 U.S. LEXIS 1927</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249777</th>\n",
       "      <td>1908-203</td>\n",
       "      <td>1908-203-01</td>\n",
       "      <td>1908-203-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1/4/09</td>\n",
       "      <td>5</td>\n",
       "      <td>212 U.S. 563</td>\n",
       "      <td>29 S. Ct. 689</td>\n",
       "      <td>53 L. Ed. 653</td>\n",
       "      <td>1909 U.S. LEXIS 1839</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249778</th>\n",
       "      <td>1896-274</td>\n",
       "      <td>1896-274-01</td>\n",
       "      <td>1896-274-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11/16/1896</td>\n",
       "      <td>5</td>\n",
       "      <td>164 U.S. 703</td>\n",
       "      <td>17 S. Ct. 994</td>\n",
       "      <td>41 L. Ed. 1182</td>\n",
       "      <td>1896 U.S. LEXIS 1902</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249779</th>\n",
       "      <td>1915-245</td>\n",
       "      <td>1915-245-01</td>\n",
       "      <td>1915-245-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11/15/15</td>\n",
       "      <td>5</td>\n",
       "      <td>239 U.S. 631</td>\n",
       "      <td>36 S. Ct. 166</td>\n",
       "      <td>60 L. Ed. 476</td>\n",
       "      <td>1915 U.S. LEXIS 1420</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249780</th>\n",
       "      <td>1931-152</td>\n",
       "      <td>1931-152-01</td>\n",
       "      <td>1931-152-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/26/31</td>\n",
       "      <td>5</td>\n",
       "      <td>284 U.S. 577</td>\n",
       "      <td>52 S. Ct. 27</td>\n",
       "      <td>76 L. Ed. 501</td>\n",
       "      <td>1931 U.S. LEXIS 487</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249781</th>\n",
       "      <td>1901-203</td>\n",
       "      <td>1901-203-01</td>\n",
       "      <td>1901-203-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6/2/1902</td>\n",
       "      <td>5</td>\n",
       "      <td>186 U.S. 481</td>\n",
       "      <td>22 S. Ct. 944</td>\n",
       "      <td>43 L. Ed. 1260</td>\n",
       "      <td>1902 U.S. LEXIS 753</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249782</th>\n",
       "      <td>1898-185</td>\n",
       "      <td>1898-185-01</td>\n",
       "      <td>1898-185-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 799</td>\n",
       "      <td>19 S. Ct. 881</td>\n",
       "      <td>43 L. Ed. 1187</td>\n",
       "      <td>1899 U.S. LEXIS 1538</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249783</th>\n",
       "      <td>1909-178</td>\n",
       "      <td>1909-178-01</td>\n",
       "      <td>1909-178-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/14/10</td>\n",
       "      <td>5</td>\n",
       "      <td>216 U.S. 614</td>\n",
       "      <td>30 S. Ct. 576</td>\n",
       "      <td>64 L. Ed. 639</td>\n",
       "      <td>1910 U.S. LEXIS 1935</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249784</th>\n",
       "      <td>1918-233</td>\n",
       "      <td>1918-233-01</td>\n",
       "      <td>1918-233-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/19/19</td>\n",
       "      <td>5</td>\n",
       "      <td>250 U.S. 633</td>\n",
       "      <td>39 S. Ct. 490</td>\n",
       "      <td>63 L. Ed. 1181</td>\n",
       "      <td>1919 U.S. LEXIS 1786</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249785</th>\n",
       "      <td>1901-202</td>\n",
       "      <td>1901-202-01</td>\n",
       "      <td>1901-202-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1/6/1902</td>\n",
       "      <td>5</td>\n",
       "      <td>183 U.S. 694</td>\n",
       "      <td>22 S. Ct. 936</td>\n",
       "      <td>46 L. Ed. 394</td>\n",
       "      <td>1902 U.S. LEXIS 745</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249786</th>\n",
       "      <td>1922-231</td>\n",
       "      <td>1922-231-01</td>\n",
       "      <td>1922-231-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/23/22</td>\n",
       "      <td>5</td>\n",
       "      <td>260 U.S. 699</td>\n",
       "      <td>43 S. Ct. 91</td>\n",
       "      <td>67 L. Ed. 470</td>\n",
       "      <td>1922 U.S. LEXIS 2399</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249787</th>\n",
       "      <td>1898-184</td>\n",
       "      <td>1898-184-01</td>\n",
       "      <td>1898-184-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 799</td>\n",
       "      <td>19 S. Ct. 881</td>\n",
       "      <td>43 L. Ed. 1187</td>\n",
       "      <td>1899 U.S. LEXIS 1537</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249788</th>\n",
       "      <td>1898-186</td>\n",
       "      <td>1898-186-01</td>\n",
       "      <td>1898-186-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 799</td>\n",
       "      <td>19 S. Ct. 881</td>\n",
       "      <td>43 L. Ed. 1187</td>\n",
       "      <td>1899 U.S. LEXIS 1539</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249789</th>\n",
       "      <td>1911-251</td>\n",
       "      <td>1911-251-01</td>\n",
       "      <td>1911-251-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/18/12</td>\n",
       "      <td>5</td>\n",
       "      <td>223 U.S. 716</td>\n",
       "      <td>32 S. Ct. 522</td>\n",
       "      <td>69 L. Ed. 627</td>\n",
       "      <td>1912 U.S. LEXIS 2277</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249790</th>\n",
       "      <td>1917-218</td>\n",
       "      <td>1917-218-01</td>\n",
       "      <td>1917-218-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6/3/18</td>\n",
       "      <td>5</td>\n",
       "      <td>247 U.S. 504</td>\n",
       "      <td>38 S. Ct. 578</td>\n",
       "      <td>62 L. Ed. 1240</td>\n",
       "      <td>1918 U.S. LEXIS 1923</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249791</th>\n",
       "      <td>1919-181</td>\n",
       "      <td>1919-181-01</td>\n",
       "      <td>1919-181-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/1/20</td>\n",
       "      <td>5</td>\n",
       "      <td>251 U.S. 548</td>\n",
       "      <td>40 S. Ct. 342</td>\n",
       "      <td>64 L. Ed. 409</td>\n",
       "      <td>1920 U.S. LEXIS 1089</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249792</th>\n",
       "      <td>1900-201</td>\n",
       "      <td>1900-201-01</td>\n",
       "      <td>1900-201-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10/22/1900</td>\n",
       "      <td>5</td>\n",
       "      <td>179 U.S. 679</td>\n",
       "      <td>21 S. Ct. 916</td>\n",
       "      <td>45 L. Ed. 383</td>\n",
       "      <td>1900 U.S. LEXIS 1896</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249793</th>\n",
       "      <td>1898-187</td>\n",
       "      <td>1898-187-01</td>\n",
       "      <td>1898-187-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 800</td>\n",
       "      <td>19 S. Ct. 881</td>\n",
       "      <td>43 L. Ed. 1187</td>\n",
       "      <td>1899 U.S. LEXIS 1540</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249794</th>\n",
       "      <td>1901-204</td>\n",
       "      <td>1901-204-01</td>\n",
       "      <td>1901-204-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1/20/1902</td>\n",
       "      <td>5</td>\n",
       "      <td>184 U.S. 695</td>\n",
       "      <td>22 S. Ct. 937</td>\n",
       "      <td>46 L. Ed. 763</td>\n",
       "      <td>1902 U.S. LEXIS 755</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249795</th>\n",
       "      <td>1909-179</td>\n",
       "      <td>1909-179-01</td>\n",
       "      <td>1909-179-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3/14/10</td>\n",
       "      <td>5</td>\n",
       "      <td>216 U.S. 617</td>\n",
       "      <td>30 S. Ct. 576</td>\n",
       "      <td>54 L. Ed. 639</td>\n",
       "      <td>1910 U.S. LEXIS 1940</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249796</th>\n",
       "      <td>1898-189</td>\n",
       "      <td>1898-189-01</td>\n",
       "      <td>1898-189-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/22/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 800</td>\n",
       "      <td>19 S. Ct. 873</td>\n",
       "      <td>43 L. Ed. 1188</td>\n",
       "      <td>1899 U.S. LEXIS 1542</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249797</th>\n",
       "      <td>1897-224</td>\n",
       "      <td>1897-224-01</td>\n",
       "      <td>1897-224-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/31/1898</td>\n",
       "      <td>5</td>\n",
       "      <td>171 U.S. 685</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1898 U.S. LEXIS 1631</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249798</th>\n",
       "      <td>1898-188</td>\n",
       "      <td>1898-188-01</td>\n",
       "      <td>1898-188-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5/15/1899</td>\n",
       "      <td>5</td>\n",
       "      <td>174 U.S. 800</td>\n",
       "      <td>19 S. Ct. 881</td>\n",
       "      <td>43 L. Ed. 1187</td>\n",
       "      <td>1899 U.S. LEXIS 1541</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249799</th>\n",
       "      <td>1916-217</td>\n",
       "      <td>1916-217-01</td>\n",
       "      <td>1916-217-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1/15/17</td>\n",
       "      <td>5</td>\n",
       "      <td>242 U.S. 621</td>\n",
       "      <td>37 S. Ct. 241</td>\n",
       "      <td>61 L. Ed. 533</td>\n",
       "      <td>1917 U.S. LEXIS 2174</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-99</td>\n",
       "      <td>-99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>327421 rows × 61 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          caseId     docketId    caseIssuesId                voteId  \\\n",
       "0       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-01   \n",
       "1       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-02   \n",
       "2       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-03   \n",
       "3       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-04   \n",
       "4       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-05   \n",
       "5       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-06   \n",
       "6       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-07   \n",
       "7       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-08   \n",
       "8       1946-001  1946-001-01  1946-001-01-01  1946-001-01-01-01-09   \n",
       "9       1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-01   \n",
       "10      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-02   \n",
       "11      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-03   \n",
       "12      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-04   \n",
       "13      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-05   \n",
       "14      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-06   \n",
       "15      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-07   \n",
       "16      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-08   \n",
       "17      1946-002  1946-002-01  1946-002-01-01  1946-002-01-01-01-09   \n",
       "18      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-01   \n",
       "19      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-02   \n",
       "20      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-03   \n",
       "21      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-04   \n",
       "22      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-05   \n",
       "23      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-06   \n",
       "24      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-07   \n",
       "25      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-08   \n",
       "26      1946-003  1946-003-01  1946-003-01-01  1946-003-01-01-01-09   \n",
       "27      1946-004  1946-004-01  1946-004-01-01  1946-004-01-01-01-01   \n",
       "28      1946-004  1946-004-01  1946-004-01-01  1946-004-01-01-01-02   \n",
       "29      1946-004  1946-004-01  1946-004-01-01  1946-004-01-01-01-03   \n",
       "...          ...          ...             ...                   ...   \n",
       "249770  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-05   \n",
       "249771  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-06   \n",
       "249772  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-07   \n",
       "249773  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-08   \n",
       "249774  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-09   \n",
       "249775  1900-202  1900-202-01  1900-202-01-01                   NaN   \n",
       "249776  1909-177  1909-177-01  1909-177-01-01                   NaN   \n",
       "249777  1908-203  1908-203-01  1908-203-01-01                   NaN   \n",
       "249778  1896-274  1896-274-01  1896-274-01-01                   NaN   \n",
       "249779  1915-245  1915-245-01  1915-245-01-01                   NaN   \n",
       "249780  1931-152  1931-152-01  1931-152-01-01                   NaN   \n",
       "249781  1901-203  1901-203-01  1901-203-01-01                   NaN   \n",
       "249782  1898-185  1898-185-01  1898-185-01-01                   NaN   \n",
       "249783  1909-178  1909-178-01  1909-178-01-01                   NaN   \n",
       "249784  1918-233  1918-233-01  1918-233-01-01                   NaN   \n",
       "249785  1901-202  1901-202-01  1901-202-01-01                   NaN   \n",
       "249786  1922-231  1922-231-01  1922-231-01-01                   NaN   \n",
       "249787  1898-184  1898-184-01  1898-184-01-01                   NaN   \n",
       "249788  1898-186  1898-186-01  1898-186-01-01                   NaN   \n",
       "249789  1911-251  1911-251-01  1911-251-01-01                   NaN   \n",
       "249790  1917-218  1917-218-01  1917-218-01-01                   NaN   \n",
       "249791  1919-181  1919-181-01  1919-181-01-01                   NaN   \n",
       "249792  1900-201  1900-201-01  1900-201-01-01                   NaN   \n",
       "249793  1898-187  1898-187-01  1898-187-01-01                   NaN   \n",
       "249794  1901-204  1901-204-01  1901-204-01-01                   NaN   \n",
       "249795  1909-179  1909-179-01  1909-179-01-01                   NaN   \n",
       "249796  1898-189  1898-189-01  1898-189-01-01                   NaN   \n",
       "249797  1897-224  1897-224-01  1897-224-01-01                   NaN   \n",
       "249798  1898-188  1898-188-01  1898-188-01-01                   NaN   \n",
       "249799  1916-217  1916-217-01  1916-217-01-01                   NaN   \n",
       "\n",
       "       dateDecision  decisionType        usCite        sctCite  \\\n",
       "0          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "1          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "2          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "3          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "4          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "5          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "6          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "7          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "8          11/18/46             1    329 U.S. 1    67 S. Ct. 6   \n",
       "9          11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "10         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "11         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "12         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "13         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "14         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "15         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "16         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "17         11/18/46             1   329 U.S. 14   67 S. Ct. 13   \n",
       "18         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "19         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "20         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "21         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "22         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "23         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "24         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "25         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "26         11/18/46             1   329 U.S. 29    67 S. Ct. 1   \n",
       "27         11/25/46             7   329 U.S. 40  67 S. Ct. 167   \n",
       "28         11/25/46             7   329 U.S. 40  67 S. Ct. 167   \n",
       "29         11/25/46             7   329 U.S. 40  67 S. Ct. 167   \n",
       "...             ...           ...           ...            ...   \n",
       "249770       6/1/15             2           NaN            NaN   \n",
       "249771       6/1/15             2           NaN            NaN   \n",
       "249772       6/1/15             2           NaN            NaN   \n",
       "249773       6/1/15             2           NaN            NaN   \n",
       "249774       6/1/15             2           NaN            NaN   \n",
       "249775    1/14/1901             5  180 U.S. 635  21 S. Ct. 920   \n",
       "249776      2/28/10             5  216 U.S. 603  30 S. Ct. 574   \n",
       "249777       1/4/09             5  212 U.S. 563  29 S. Ct. 689   \n",
       "249778   11/16/1896             5  164 U.S. 703  17 S. Ct. 994   \n",
       "249779     11/15/15             5  239 U.S. 631  36 S. Ct. 166   \n",
       "249780     10/26/31             5  284 U.S. 577   52 S. Ct. 27   \n",
       "249781     6/2/1902             5  186 U.S. 481  22 S. Ct. 944   \n",
       "249782    5/15/1899             5  174 U.S. 799  19 S. Ct. 881   \n",
       "249783      3/14/10             5  216 U.S. 614  30 S. Ct. 576   \n",
       "249784      5/19/19             5  250 U.S. 633  39 S. Ct. 490   \n",
       "249785     1/6/1902             5  183 U.S. 694  22 S. Ct. 936   \n",
       "249786     10/23/22             5  260 U.S. 699   43 S. Ct. 91   \n",
       "249787    5/15/1899             5  174 U.S. 799  19 S. Ct. 881   \n",
       "249788    5/15/1899             5  174 U.S. 799  19 S. Ct. 881   \n",
       "249789      3/18/12             5  223 U.S. 716  32 S. Ct. 522   \n",
       "249790       6/3/18             5  247 U.S. 504  38 S. Ct. 578   \n",
       "249791       3/1/20             5  251 U.S. 548  40 S. Ct. 342   \n",
       "249792   10/22/1900             5  179 U.S. 679  21 S. Ct. 916   \n",
       "249793    5/15/1899             5  174 U.S. 800  19 S. Ct. 881   \n",
       "249794    1/20/1902             5  184 U.S. 695  22 S. Ct. 937   \n",
       "249795      3/14/10             5  216 U.S. 617  30 S. Ct. 576   \n",
       "249796    5/22/1899             5  174 U.S. 800  19 S. Ct. 873   \n",
       "249797    5/31/1898             5  171 U.S. 685            NaN   \n",
       "249798    5/15/1899             5  174 U.S. 800  19 S. Ct. 881   \n",
       "249799      1/15/17             5  242 U.S. 621  37 S. Ct. 241   \n",
       "\n",
       "               ledCite             lexisCite       ...         majVotes  \\\n",
       "0          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "1          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "2          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "3          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "4          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "5          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "6          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "7          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "8          91 L. Ed. 3  1946 U.S. LEXIS 1724       ...                8   \n",
       "9         91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "10        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "11        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "12        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "13        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "14        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "15        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "16        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "17        91 L. Ed. 12  1946 U.S. LEXIS 1725       ...                6   \n",
       "18        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "19        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "20        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "21        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "22        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "23        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "24        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "25        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "26        91 L. Ed. 22  1946 U.S. LEXIS 3037       ...                5   \n",
       "27        91 L. Ed. 29  1946 U.S. LEXIS 1696       ...                5   \n",
       "28        91 L. Ed. 29  1946 U.S. LEXIS 1696       ...                5   \n",
       "29        91 L. Ed. 29  1946 U.S. LEXIS 1696       ...                5   \n",
       "...                ...                   ...       ...              ...   \n",
       "249770             NaN  2015 U.S. LEXIS 3715       ...                9   \n",
       "249771             NaN  2015 U.S. LEXIS 3715       ...                9   \n",
       "249772             NaN  2015 U.S. LEXIS 3715       ...                9   \n",
       "249773             NaN  2015 U.S. LEXIS 3715       ...                9   \n",
       "249774             NaN  2015 U.S. LEXIS 3715       ...                9   \n",
       "249775   45 L. Ed. 709  1901 U.S. LEXIS 1331       ...              NaN   \n",
       "249776   54 L. Ed. 635  1910 U.S. LEXIS 1927       ...              NaN   \n",
       "249777   53 L. Ed. 653  1909 U.S. LEXIS 1839       ...              NaN   \n",
       "249778  41 L. Ed. 1182  1896 U.S. LEXIS 1902       ...              NaN   \n",
       "249779   60 L. Ed. 476  1915 U.S. LEXIS 1420       ...              NaN   \n",
       "249780   76 L. Ed. 501   1931 U.S. LEXIS 487       ...              NaN   \n",
       "249781  43 L. Ed. 1260   1902 U.S. LEXIS 753       ...              NaN   \n",
       "249782  43 L. Ed. 1187  1899 U.S. LEXIS 1538       ...              NaN   \n",
       "249783   64 L. Ed. 639  1910 U.S. LEXIS 1935       ...              NaN   \n",
       "249784  63 L. Ed. 1181  1919 U.S. LEXIS 1786       ...              NaN   \n",
       "249785   46 L. Ed. 394   1902 U.S. LEXIS 745       ...              NaN   \n",
       "249786   67 L. Ed. 470  1922 U.S. LEXIS 2399       ...              NaN   \n",
       "249787  43 L. Ed. 1187  1899 U.S. LEXIS 1537       ...              NaN   \n",
       "249788  43 L. Ed. 1187  1899 U.S. LEXIS 1539       ...              NaN   \n",
       "249789   69 L. Ed. 627  1912 U.S. LEXIS 2277       ...              NaN   \n",
       "249790  62 L. Ed. 1240  1918 U.S. LEXIS 1923       ...              NaN   \n",
       "249791   64 L. Ed. 409  1920 U.S. LEXIS 1089       ...              NaN   \n",
       "249792   45 L. Ed. 383  1900 U.S. LEXIS 1896       ...              NaN   \n",
       "249793  43 L. Ed. 1187  1899 U.S. LEXIS 1540       ...              NaN   \n",
       "249794   46 L. Ed. 763   1902 U.S. LEXIS 755       ...              NaN   \n",
       "249795   54 L. Ed. 639  1910 U.S. LEXIS 1940       ...              NaN   \n",
       "249796  43 L. Ed. 1188  1899 U.S. LEXIS 1542       ...              NaN   \n",
       "249797             NaN  1898 U.S. LEXIS 1631       ...              NaN   \n",
       "249798  43 L. Ed. 1187  1899 U.S. LEXIS 1541       ...              NaN   \n",
       "249799   61 L. Ed. 533  1917 U.S. LEXIS 2174       ...              NaN   \n",
       "\n",
       "        minVotes justice   justiceName vote opinion direction  majority  \\\n",
       "0              1      86      HHBurton    2       1         1         1   \n",
       "1              1      84     RHJackson    1       1         2         2   \n",
       "2              1      81     WODouglas    1       1         2         2   \n",
       "3              1      80  FFrankfurter    4       2         2         2   \n",
       "4              1      79        SFReed    1       1         2         2   \n",
       "5              1      78       HLBlack    1       2         2         2   \n",
       "6              1      85    WBRutledge    1       1         2         2   \n",
       "7              1      82       FMurphy    1       1         2         2   \n",
       "8              1      87      FMVinson    1       1         2         2   \n",
       "9              3      86      HHBurton    1       1         1         2   \n",
       "10             3      84     RHJackson    2       3         2         1   \n",
       "11             3      81     WODouglas    1       2         1         2   \n",
       "12             3      80  FFrankfurter    1       1         1         2   \n",
       "13             3      79        SFReed    1       1         1         2   \n",
       "14             3      78       HLBlack    2       3         2         1   \n",
       "15             3      85    WBRutledge    4       2         1         2   \n",
       "16             3      82       FMurphy    2       2         2         1   \n",
       "17             3      87      FMVinson    1       1         1         2   \n",
       "18             4      86      HHBurton    2       1         1         1   \n",
       "19             4      84     RHJackson    1       2         2         2   \n",
       "20             4      81     WODouglas    2       1         1         1   \n",
       "21             4      80  FFrankfurter    2       1         1         1   \n",
       "22             4      79        SFReed    2       2         1         1   \n",
       "23             4      78       HLBlack    1       1         2         2   \n",
       "24             4      85    WBRutledge    1       1         2         2   \n",
       "25             4      82       FMurphy    1       1         2         2   \n",
       "26             4      87      FMVinson    1       1         2         2   \n",
       "27             3      86      HHBurton    2       1         1         1   \n",
       "28             3      84     RHJackson  NaN     NaN       NaN       NaN   \n",
       "29             3      81     WODouglas    1       1         2         2   \n",
       "...          ...     ...           ...  ...     ...       ...       ...   \n",
       "249770         0     109    RBGinsburg    1       1         1         2   \n",
       "249771         0     110      SGBreyer    1       1         1         2   \n",
       "249772         0     112       SAAlito    1       1         1         2   \n",
       "249773         0     113    SSotomayor    1       1         1         2   \n",
       "249774         0     114        EKagan    1       1         1         2   \n",
       "249775       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249776       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249777       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249778       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249779       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249780       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249781       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249782       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249783       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249784       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249785       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249786       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249787       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249788       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249789       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249790       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249791       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249792       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249793       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249794       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249795       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249796       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249797       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249798       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "249799       NaN     -99           -99  NaN     NaN       NaN       NaN   \n",
       "\n",
       "        firstAgreement  secondAgreement  \n",
       "0                  NaN              NaN  \n",
       "1                  NaN              NaN  \n",
       "2                  NaN              NaN  \n",
       "3                  NaN              NaN  \n",
       "4                  NaN              NaN  \n",
       "5                  NaN              NaN  \n",
       "6                  NaN              NaN  \n",
       "7                  NaN              NaN  \n",
       "8                  NaN              NaN  \n",
       "9                  NaN              NaN  \n",
       "10                 NaN              NaN  \n",
       "11                 NaN              NaN  \n",
       "12                 NaN              NaN  \n",
       "13                 NaN              NaN  \n",
       "14                 NaN              NaN  \n",
       "15                 NaN              NaN  \n",
       "16                 NaN              NaN  \n",
       "17                 NaN              NaN  \n",
       "18                  79              NaN  \n",
       "19                 NaN              NaN  \n",
       "20                  79              NaN  \n",
       "21                  79              NaN  \n",
       "22                 NaN              NaN  \n",
       "23                 NaN              NaN  \n",
       "24                 NaN              NaN  \n",
       "25                 NaN              NaN  \n",
       "26                 NaN              NaN  \n",
       "27                  79              NaN  \n",
       "28                 NaN              NaN  \n",
       "29                 NaN              NaN  \n",
       "...                ...              ...  \n",
       "249770             NaN              NaN  \n",
       "249771             NaN              NaN  \n",
       "249772             NaN              NaN  \n",
       "249773             NaN              NaN  \n",
       "249774             NaN              NaN  \n",
       "249775             NaN              NaN  \n",
       "249776             NaN              NaN  \n",
       "249777             NaN              NaN  \n",
       "249778             NaN              NaN  \n",
       "249779             NaN              NaN  \n",
       "249780             NaN              NaN  \n",
       "249781             NaN              NaN  \n",
       "249782             NaN              NaN  \n",
       "249783             NaN              NaN  \n",
       "249784             NaN              NaN  \n",
       "249785             NaN              NaN  \n",
       "249786             NaN              NaN  \n",
       "249787             NaN              NaN  \n",
       "249788             NaN              NaN  \n",
       "249789             NaN              NaN  \n",
       "249790             NaN              NaN  \n",
       "249791             NaN              NaN  \n",
       "249792             NaN              NaN  \n",
       "249793             NaN              NaN  \n",
       "249794             NaN              NaN  \n",
       "249795             NaN              NaN  \n",
       "249796             NaN              NaN  \n",
       "249797             NaN              NaN  \n",
       "249798             NaN              NaN  \n",
       "249799             NaN              NaN  \n",
       "\n",
       "[327421 rows x 61 columns]"
      ]
     },
     "execution_count": 3,
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    "casefull"
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  },
  {
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   },
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       "      <td>NaN</td>\n",
       "      <td>1791</td>\n",
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       "      <td>1791-002-01-01-01-04</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1791 U.S. LEXIS 190</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1791</td>\n",
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       "      <td>1792-003</td>\n",
       "      <td>1792-003-01</td>\n",
       "      <td>1792-003-01-01</td>\n",
       "      <td>1792-003-01-01-01-03</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>JWilson</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "      <td>1792-003-01-01-01-04</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
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       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>JBlair</td>\n",
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       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1792-003</td>\n",
       "      <td>1792-003-01</td>\n",
       "      <td>1792-003-01-01</td>\n",
       "      <td>1792-003-01-01-01-06</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-01</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>JJay</td>\n",
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       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-02</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>WCushing</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1792-003</td>\n",
       "      <td>1792-003-01</td>\n",
       "      <td>1792-003-01-01</td>\n",
       "      <td>1792-003-01-01-01-05</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>JIredell</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-04</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>JBlair</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-05</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>JIredell</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-06</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
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       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>TJohnson</td>\n",
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       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
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       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1792-003</td>\n",
       "      <td>1792-003-01</td>\n",
       "      <td>1792-003-01-01</td>\n",
       "      <td>1792-003-01-01-01-02</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>WCushing</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>1792-004</td>\n",
       "      <td>1792-004-01</td>\n",
       "      <td>1792-004-01-01</td>\n",
       "      <td>1792-004-01-01-01-03</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>6</td>\n",
       "      <td>2 U.S. 409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 436</td>\n",
       "      <td>1792 U.S. LEXIS 591</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>JWilson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1792-003</td>\n",
       "      <td>1792-003-01</td>\n",
       "      <td>1792-003-01-01</td>\n",
       "      <td>1792-003-01-01-01-01</td>\n",
       "      <td>8/11/1792</td>\n",
       "      <td>8</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 590</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>JJay</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1792-002</td>\n",
       "      <td>1792-002-01</td>\n",
       "      <td>1792-002-01-01</td>\n",
       "      <td>1792-002-01-01-01-04</td>\n",
       "      <td>8/7/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 589</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>JBlair</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1792-002</td>\n",
       "      <td>1792-002-01</td>\n",
       "      <td>1792-002-01-01</td>\n",
       "      <td>1792-002-01-01-01-05</td>\n",
       "      <td>8/7/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 589</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>JIredell</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1792-001</td>\n",
       "      <td>1792-001-01</td>\n",
       "      <td>1792-001-01-01</td>\n",
       "      <td>1792-001-01-01-01-01</td>\n",
       "      <td>2/14/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 587</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>JJay</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1792-001</td>\n",
       "      <td>1792-001-01</td>\n",
       "      <td>1792-001-01-01</td>\n",
       "      <td>1792-001-01-01-01-02</td>\n",
       "      <td>2/14/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 587</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>WCushing</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1792-002</td>\n",
       "      <td>1792-002-01</td>\n",
       "      <td>1792-002-01-01</td>\n",
       "      <td>1792-002-01-01-01-06</td>\n",
       "      <td>8/7/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 402</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 589</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>TJohnson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1792-001</td>\n",
       "      <td>1792-001-01</td>\n",
       "      <td>1792-001-01-01</td>\n",
       "      <td>1792-001-01-01-01-04</td>\n",
       "      <td>2/14/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 587</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>JBlair</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1792-001</td>\n",
       "      <td>1792-001-01</td>\n",
       "      <td>1792-001-01-01</td>\n",
       "      <td>1792-001-01-01-01-05</td>\n",
       "      <td>2/14/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 587</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>JIredell</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1792-001</td>\n",
       "      <td>1792-001-01</td>\n",
       "      <td>1792-001-01-01</td>\n",
       "      <td>1792-001-01-01-01-03</td>\n",
       "      <td>2/14/1792</td>\n",
       "      <td>2</td>\n",
       "      <td>2 U.S. 401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 L. Ed. 433</td>\n",
       "      <td>1792 U.S. LEXIS 587</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>JWilson</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1792</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",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77187</th>\n",
       "      <td>2014-025</td>\n",
       "      <td>2014-025-01</td>\n",
       "      <td>2014-025-01-01</td>\n",
       "      <td>2014-025-01-01-01-08</td>\n",
       "      <td>3/24/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 2119</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77189</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-01</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>111</td>\n",
       "      <td>JGRoberts</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77190</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-02</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "      <td>AScalia</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77191</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-03</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>106</td>\n",
       "      <td>AMKennedy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77192</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-04</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>108</td>\n",
       "      <td>CThomas</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77193</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-05</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>109</td>\n",
       "      <td>RBGinsburg</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77194</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-06</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "      <td>SGBreyer</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77195</th>\n",
       "      <td>2014-026</td>\n",
       "      <td>2014-026-01</td>\n",
       "      <td>2014-026-01-01</td>\n",
       "      <td>2014-026-01-01-01-07</td>\n",
       "      <td>1/13/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 608</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>112</td>\n",
       "      <td>SAAlito</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77188</th>\n",
       "      <td>2014-025</td>\n",
       "      <td>2014-025-01</td>\n",
       "      <td>2014-025-01-01</td>\n",
       "      <td>2014-025-01-01-01-09</td>\n",
       "      <td>3/24/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 2119</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>114</td>\n",
       "      <td>EKagan</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77158</th>\n",
       "      <td>2014-021</td>\n",
       "      <td>2014-021-01</td>\n",
       "      <td>2014-021-01-01</td>\n",
       "      <td>2014-021-01-01-01-06</td>\n",
       "      <td>5/18/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3404</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>110</td>\n",
       "      <td>SGBreyer</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77178</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-08</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77176</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-06</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>110</td>\n",
       "      <td>SGBreyer</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77160</th>\n",
       "      <td>2014-021</td>\n",
       "      <td>2014-021-01</td>\n",
       "      <td>2014-021-01-01</td>\n",
       "      <td>2014-021-01-01-01-08</td>\n",
       "      <td>5/18/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3404</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77161</th>\n",
       "      <td>2014-021</td>\n",
       "      <td>2014-021-01</td>\n",
       "      <td>2014-021-01-01</td>\n",
       "      <td>2014-021-01-01-01-09</td>\n",
       "      <td>5/18/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3404</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>114</td>\n",
       "      <td>EKagan</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>109</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77162</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-01</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>111</td>\n",
       "      <td>JGRoberts</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77163</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-02</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "      <td>AScalia</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77164</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-03</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>106</td>\n",
       "      <td>AMKennedy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77165</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-04</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>108</td>\n",
       "      <td>CThomas</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77166</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-05</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>109</td>\n",
       "      <td>RBGinsburg</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77177</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-07</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>112</td>\n",
       "      <td>SAAlito</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77167</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-06</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "      <td>SGBreyer</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77169</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-08</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77170</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-09</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>114</td>\n",
       "      <td>EKagan</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77171</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-01</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>111</td>\n",
       "      <td>JGRoberts</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77172</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-02</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>105</td>\n",
       "      <td>AScalia</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77173</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-03</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>106</td>\n",
       "      <td>AMKennedy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77174</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-04</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>108</td>\n",
       "      <td>CThomas</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77175</th>\n",
       "      <td>2014-024</td>\n",
       "      <td>2014-024-01</td>\n",
       "      <td>2014-024-01-01</td>\n",
       "      <td>2014-024-01-01-01-05</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3719</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>109</td>\n",
       "      <td>RBGinsburg</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77168</th>\n",
       "      <td>2014-022</td>\n",
       "      <td>2014-022-01</td>\n",
       "      <td>2014-022-01-01</td>\n",
       "      <td>2014-022-01-01-01-07</td>\n",
       "      <td>3/9/15</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 1740</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>112</td>\n",
       "      <td>SAAlito</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77619</th>\n",
       "      <td>2014-075</td>\n",
       "      <td>2014-075-01</td>\n",
       "      <td>2014-075-01-01</td>\n",
       "      <td>2014-075-01-01-01-08</td>\n",
       "      <td>6/1/15</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015 U.S. LEXIS 3715</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>113</td>\n",
       "      <td>SSotomayor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>327421 rows × 62 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         caseId     docketId    caseIssuesId                voteId  \\\n",
       "9      1791-002  1791-002-01  1791-002-01-01  1791-002-01-01-01-05   \n",
       "0      1791-001  1791-001-01  1791-001-01-01  1791-001-01-01-01-01   \n",
       "1      1791-001  1791-001-01  1791-001-01-01  1791-001-01-01-01-02   \n",
       "2      1791-001  1791-001-01  1791-001-01-01  1791-001-01-01-01-03   \n",
       "3      1791-001  1791-001-01  1791-001-01-01  1791-001-01-01-01-04   \n",
       "4      1791-001  1791-001-01  1791-001-01-01  1791-001-01-01-01-05   \n",
       "5      1791-002  1791-002-01  1791-002-01-01  1791-002-01-01-01-01   \n",
       "6      1791-002  1791-002-01  1791-002-01-01  1791-002-01-01-01-02   \n",
       "7      1791-002  1791-002-01  1791-002-01-01  1791-002-01-01-01-03   \n",
       "8      1791-002  1791-002-01  1791-002-01-01  1791-002-01-01-01-04   \n",
       "24     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-03   \n",
       "25     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-04   \n",
       "27     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-06   \n",
       "28     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-01   \n",
       "29     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-02   \n",
       "26     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-05   \n",
       "31     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-04   \n",
       "32     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-05   \n",
       "33     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-06   \n",
       "23     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-02   \n",
       "30     1792-004  1792-004-01  1792-004-01-01  1792-004-01-01-01-03   \n",
       "22     1792-003  1792-003-01  1792-003-01-01  1792-003-01-01-01-01   \n",
       "19     1792-002  1792-002-01  1792-002-01-01  1792-002-01-01-01-04   \n",
       "20     1792-002  1792-002-01  1792-002-01-01  1792-002-01-01-01-05   \n",
       "10     1792-001  1792-001-01  1792-001-01-01  1792-001-01-01-01-01   \n",
       "11     1792-001  1792-001-01  1792-001-01-01  1792-001-01-01-01-02   \n",
       "21     1792-002  1792-002-01  1792-002-01-01  1792-002-01-01-01-06   \n",
       "13     1792-001  1792-001-01  1792-001-01-01  1792-001-01-01-01-04   \n",
       "14     1792-001  1792-001-01  1792-001-01-01  1792-001-01-01-01-05   \n",
       "12     1792-001  1792-001-01  1792-001-01-01  1792-001-01-01-01-03   \n",
       "...         ...          ...             ...                   ...   \n",
       "77187  2014-025  2014-025-01  2014-025-01-01  2014-025-01-01-01-08   \n",
       "77189  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-01   \n",
       "77190  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-02   \n",
       "77191  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-03   \n",
       "77192  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-04   \n",
       "77193  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-05   \n",
       "77194  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-06   \n",
       "77195  2014-026  2014-026-01  2014-026-01-01  2014-026-01-01-01-07   \n",
       "77188  2014-025  2014-025-01  2014-025-01-01  2014-025-01-01-01-09   \n",
       "77158  2014-021  2014-021-01  2014-021-01-01  2014-021-01-01-01-06   \n",
       "77178  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-08   \n",
       "77176  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-06   \n",
       "77160  2014-021  2014-021-01  2014-021-01-01  2014-021-01-01-01-08   \n",
       "77161  2014-021  2014-021-01  2014-021-01-01  2014-021-01-01-01-09   \n",
       "77162  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-01   \n",
       "77163  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-02   \n",
       "77164  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-03   \n",
       "77165  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-04   \n",
       "77166  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-05   \n",
       "77177  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-07   \n",
       "77167  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-06   \n",
       "77169  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-08   \n",
       "77170  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-09   \n",
       "77171  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-01   \n",
       "77172  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-02   \n",
       "77173  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-03   \n",
       "77174  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-04   \n",
       "77175  2014-024  2014-024-01  2014-024-01-01  2014-024-01-01-01-05   \n",
       "77168  2014-022  2014-022-01  2014-022-01-01  2014-022-01-01-01-07   \n",
       "77619  2014-075  2014-075-01  2014-075-01-01  2014-075-01-01-01-08   \n",
       "\n",
       "      dateDecision  decisionType      usCite sctCite       ledCite  \\\n",
       "9         8/3/1791             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "0         8/3/1791             6  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "1         8/3/1791             6  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "2         8/3/1791             6  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "3         8/3/1791             6  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "4         8/3/1791             6  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "5         8/3/1791             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "6         8/3/1791             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "7         8/3/1791             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "8         8/3/1791             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "24       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "25       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "27       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "28       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "29       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "26       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "31       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "32       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "33       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "23       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "30       8/11/1792             6  2 U.S. 409     NaN  1 L. Ed. 436   \n",
       "22       8/11/1792             8  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "19        8/7/1792             2  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "20        8/7/1792             2  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "10       2/14/1792             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "11       2/14/1792             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "21        8/7/1792             2  2 U.S. 402     NaN  1 L. Ed. 433   \n",
       "13       2/14/1792             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "14       2/14/1792             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "12       2/14/1792             2  2 U.S. 401     NaN  1 L. Ed. 433   \n",
       "...            ...           ...         ...     ...           ...   \n",
       "77187      3/24/15             1         NaN     NaN           NaN   \n",
       "77189      1/13/15             1         NaN     NaN           NaN   \n",
       "77190      1/13/15             1         NaN     NaN           NaN   \n",
       "77191      1/13/15             1         NaN     NaN           NaN   \n",
       "77192      1/13/15             1         NaN     NaN           NaN   \n",
       "77193      1/13/15             1         NaN     NaN           NaN   \n",
       "77194      1/13/15             1         NaN     NaN           NaN   \n",
       "77195      1/13/15             1         NaN     NaN           NaN   \n",
       "77188      3/24/15             1         NaN     NaN           NaN   \n",
       "77158      5/18/15             1         NaN     NaN           NaN   \n",
       "77178       6/1/15             1         NaN     NaN           NaN   \n",
       "77176       6/1/15             1         NaN     NaN           NaN   \n",
       "77160      5/18/15             1         NaN     NaN           NaN   \n",
       "77161      5/18/15             1         NaN     NaN           NaN   \n",
       "77162       3/9/15             1         NaN     NaN           NaN   \n",
       "77163       3/9/15             1         NaN     NaN           NaN   \n",
       "77164       3/9/15             1         NaN     NaN           NaN   \n",
       "77165       3/9/15             1         NaN     NaN           NaN   \n",
       "77166       3/9/15             1         NaN     NaN           NaN   \n",
       "77177       6/1/15             1         NaN     NaN           NaN   \n",
       "77167       3/9/15             1         NaN     NaN           NaN   \n",
       "77169       3/9/15             1         NaN     NaN           NaN   \n",
       "77170       3/9/15             1         NaN     NaN           NaN   \n",
       "77171       6/1/15             1         NaN     NaN           NaN   \n",
       "77172       6/1/15             1         NaN     NaN           NaN   \n",
       "77173       6/1/15             1         NaN     NaN           NaN   \n",
       "77174       6/1/15             1         NaN     NaN           NaN   \n",
       "77175       6/1/15             1         NaN     NaN           NaN   \n",
       "77168       3/9/15             1         NaN     NaN           NaN   \n",
       "77619       6/1/15             2         NaN     NaN           NaN   \n",
       "\n",
       "                  lexisCite  ...   minVotes  justice justiceName vote opinion  \\\n",
       "9       1791 U.S. LEXIS 190  ...          0        6    JIredell    1       1   \n",
       "0       1791 U.S. LEXIS 189  ...          0        1        JJay    1       1   \n",
       "1       1791 U.S. LEXIS 189  ...          0        3    WCushing    1       1   \n",
       "2       1791 U.S. LEXIS 189  ...          0        4     JWilson    1       1   \n",
       "3       1791 U.S. LEXIS 189  ...          0        5      JBlair    1       1   \n",
       "4       1791 U.S. LEXIS 189  ...          0        6    JIredell    1       1   \n",
       "5       1791 U.S. LEXIS 190  ...          0        1        JJay    1       1   \n",
       "6       1791 U.S. LEXIS 190  ...          0        3    WCushing    1       1   \n",
       "7       1791 U.S. LEXIS 190  ...          0        4     JWilson    1       1   \n",
       "8       1791 U.S. LEXIS 190  ...          0        5      JBlair    1       1   \n",
       "24      1792 U.S. LEXIS 590  ...          2        4     JWilson    1       2   \n",
       "25      1792 U.S. LEXIS 590  ...          2        5      JBlair    1       2   \n",
       "27      1792 U.S. LEXIS 590  ...          2        7    TJohnson    2       2   \n",
       "28      1792 U.S. LEXIS 591  ...          0        1        JJay    1       1   \n",
       "29      1792 U.S. LEXIS 591  ...          0        3    WCushing    1       1   \n",
       "26      1792 U.S. LEXIS 590  ...          2        6    JIredell    1       2   \n",
       "31      1792 U.S. LEXIS 591  ...          0        5      JBlair    1       1   \n",
       "32      1792 U.S. LEXIS 591  ...          0        6    JIredell    1       1   \n",
       "33      1792 U.S. LEXIS 591  ...          0        7    TJohnson    1       1   \n",
       "23      1792 U.S. LEXIS 590  ...          2        3    WCushing    2       2   \n",
       "30      1792 U.S. LEXIS 591  ...          0        4     JWilson    1       1   \n",
       "22      1792 U.S. LEXIS 590  ...          2        1        JJay    1       2   \n",
       "19      1792 U.S. LEXIS 589  ...          0        5      JBlair    1       1   \n",
       "20      1792 U.S. LEXIS 589  ...          0        6    JIredell    1       1   \n",
       "10      1792 U.S. LEXIS 587  ...          0        1        JJay    1       1   \n",
       "11      1792 U.S. LEXIS 587  ...          0        3    WCushing    1       1   \n",
       "21      1792 U.S. LEXIS 589  ...          0        7    TJohnson    1       1   \n",
       "13      1792 U.S. LEXIS 587  ...          0        5      JBlair    1       1   \n",
       "14      1792 U.S. LEXIS 587  ...          0        6    JIredell    1       1   \n",
       "12      1792 U.S. LEXIS 587  ...          0        4     JWilson    1       1   \n",
       "...                     ...  ...        ...      ...         ...  ...     ...   \n",
       "77187  2015 U.S. LEXIS 2119  ...          2      113  SSotomayor    1       1   \n",
       "77189   2015 U.S. LEXIS 608  ...          0      111   JGRoberts    1       1   \n",
       "77190   2015 U.S. LEXIS 608  ...          0      105     AScalia    1       2   \n",
       "77191   2015 U.S. LEXIS 608  ...          0      106   AMKennedy    1       1   \n",
       "77192   2015 U.S. LEXIS 608  ...          0      108     CThomas    1       1   \n",
       "77193   2015 U.S. LEXIS 608  ...          0      109  RBGinsburg    1       1   \n",
       "77194   2015 U.S. LEXIS 608  ...          0      110    SGBreyer    1       1   \n",
       "77195   2015 U.S. LEXIS 608  ...          0      112     SAAlito    1       1   \n",
       "77188  2015 U.S. LEXIS 2119  ...          2      114      EKagan    1       1   \n",
       "77158  2015 U.S. LEXIS 3404  ...          4      110    SGBreyer    1       1   \n",
       "77178  2015 U.S. LEXIS 3719  ...          1      113  SSotomayor    1       1   \n",
       "77176  2015 U.S. LEXIS 3719  ...          1      110    SGBreyer    1       1   \n",
       "77160  2015 U.S. LEXIS 3404  ...          4      113  SSotomayor    1       1   \n",
       "77161  2015 U.S. LEXIS 3404  ...          4      114      EKagan    2       1   \n",
       "77162  2015 U.S. LEXIS 1740  ...          0      111   JGRoberts    1       1   \n",
       "77163  2015 U.S. LEXIS 1740  ...          0      105     AScalia    4       2   \n",
       "77164  2015 U.S. LEXIS 1740  ...          0      106   AMKennedy    1       1   \n",
       "77165  2015 U.S. LEXIS 1740  ...          0      108     CThomas    4       2   \n",
       "77166  2015 U.S. LEXIS 1740  ...          0      109  RBGinsburg    1       1   \n",
       "77177  2015 U.S. LEXIS 3719  ...          1      112     SAAlito    4       2   \n",
       "77167  2015 U.S. LEXIS 1740  ...          0      110    SGBreyer    1       1   \n",
       "77169  2015 U.S. LEXIS 1740  ...          0      113  SSotomayor    1       2   \n",
       "77170  2015 U.S. LEXIS 1740  ...          0      114      EKagan    1       1   \n",
       "77171  2015 U.S. LEXIS 3719  ...          1      111   JGRoberts    1       2   \n",
       "77172  2015 U.S. LEXIS 3719  ...          1      105     AScalia    1       1   \n",
       "77173  2015 U.S. LEXIS 3719  ...          1      106   AMKennedy    1       1   \n",
       "77174  2015 U.S. LEXIS 3719  ...          1      108     CThomas    2       2   \n",
       "77175  2015 U.S. LEXIS 3719  ...          1      109  RBGinsburg    1       1   \n",
       "77168  2015 U.S. LEXIS 1740  ...          0      112     SAAlito    3       2   \n",
       "77619  2015 U.S. LEXIS 3715  ...          0      113  SSotomayor    1       1   \n",
       "\n",
       "      direction majority  firstAgreement  secondAgreement  year  \n",
       "9             2        2             NaN              NaN  1791  \n",
       "0             1        2             NaN              NaN  1791  \n",
       "1             1        2             NaN              NaN  1791  \n",
       "2             1        2             NaN              NaN  1791  \n",
       "3             1        2             NaN              NaN  1791  \n",
       "4             1        2             NaN              NaN  1791  \n",
       "5             2        2             NaN              NaN  1791  \n",
       "6             2        2             NaN              NaN  1791  \n",
       "7             2        2             NaN              NaN  1791  \n",
       "8             2        2             NaN              NaN  1791  \n",
       "24            2        2             NaN              NaN  1792  \n",
       "25            2        2             NaN              NaN  1792  \n",
       "27            1        1             NaN              NaN  1792  \n",
       "28            2        2             NaN              NaN  1792  \n",
       "29            2        2             NaN              NaN  1792  \n",
       "26            2        2             NaN              NaN  1792  \n",
       "31            2        2             NaN              NaN  1792  \n",
       "32            2        2             NaN              NaN  1792  \n",
       "33            2        2             NaN              NaN  1792  \n",
       "23            1        1             NaN              NaN  1792  \n",
       "30            2        2             NaN              NaN  1792  \n",
       "22            2        2             NaN              NaN  1792  \n",
       "19            2        2             NaN              NaN  1792  \n",
       "20            2        2             NaN              NaN  1792  \n",
       "10            1        2             NaN              NaN  1792  \n",
       "11            1        2             NaN              NaN  1792  \n",
       "21            2        2             NaN              NaN  1792  \n",
       "13            1        2             NaN              NaN  1792  \n",
       "14            1        2             NaN              NaN  1792  \n",
       "12            1        2             NaN              NaN  1792  \n",
       "...         ...      ...             ...              ...   ...  \n",
       "77187         1        2             NaN              NaN  2014  \n",
       "77189         1        2               0                0  2014  \n",
       "77190         1        2               0                0  2014  \n",
       "77191         1        2               0                0  2014  \n",
       "77192         1        2               0                0  2014  \n",
       "77193         1        2               0                0  2014  \n",
       "77194         1        2               0                0  2014  \n",
       "77195         1        2               0                0  2014  \n",
       "77188         1        2             NaN              NaN  2014  \n",
       "77158         1        2             NaN              NaN  2014  \n",
       "77178         2        2             NaN              NaN  2014  \n",
       "77176         2        2             NaN              NaN  2014  \n",
       "77160         1        2             NaN              NaN  2014  \n",
       "77161         2        1             109              NaN  2014  \n",
       "77162         2        2             NaN              NaN  2014  \n",
       "77163         2        2             NaN              NaN  2014  \n",
       "77164         2        2             NaN              NaN  2014  \n",
       "77165         2        2             NaN              NaN  2014  \n",
       "77166         2        2             NaN              NaN  2014  \n",
       "77177         2        2             NaN              NaN  2014  \n",
       "77167         2        2             NaN              NaN  2014  \n",
       "77169         2        2             NaN              NaN  2014  \n",
       "77170         2        2             NaN              NaN  2014  \n",
       "77171         2        2             NaN              NaN  2014  \n",
       "77172         2        2             NaN              NaN  2014  \n",
       "77173         2        2             NaN              NaN  2014  \n",
       "77174         1        1             NaN              NaN  2014  \n",
       "77175         2        2             NaN              NaN  2014  \n",
       "77168         2        2             NaN              NaN  2014  \n",
       "77619         1        2             NaN              NaN  2014  \n",
       "\n",
       "[327421 rows x 62 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def extractyear(text):\n",
    "    text = text.split(\"-\")\n",
    "    return int(text[0])\n",
    "\n",
    "casefull[\"year\"] = casefull.caseId.apply(extractyear)\n",
    "casefull.sort_values(\"year\", ascending = True, inplace = True)\n",
    "casefull"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "foranalysis = casefull.groupby(\"year\").count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#foranalysis = foranalysis[[\"caseId\"]]\n",
    "foranalysis.reset_index(inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "new.to_json(\"justdecades.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1058c5ef0>]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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plfQfzH3DDdIvfuECpeefT25dqEwESgAAoCgvvtgzXBYA4M+BA64qZ/p0adu2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\nRKQs/w8kbD9S6YL9JQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10d0dc390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "plt.xlim(1791, 2014)\n",
    "plt.xticks([1791,1800,1810,1820,1830,1840,1850,1860,1870,1880,1890,1900,1910,1920,1930,1940,1950,1960,1967,1980,1990,2000,2010,2014])\n",
    "plt.plot(foranalysis[\"year\"],foranalysis[\"caseId\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Making a CDF for the presentation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x106cc7128>]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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mpqemsuZbr2R0eKTpKaxwwhIAAAAsI/fuTub1Z1/KlYtjTU8BYQkAAACWi8k7d/PqN1/M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\nyP8HQTCG248+MicAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10d0db080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from pylab import *\n",
    "\n",
    "# Create some test data\n",
    "dx = .01\n",
    "X  = foranalysis[\"year\"]\n",
    "Y  = foranalysis[\"caseId\"]\n",
    "\n",
    "# Normalize the data to a proper PDF\n",
    "#Y /= (dx*Y).sum()\n",
    "\n",
    "# Compute the CDF\n",
    "CY = np.cumsum(Y*dx)\n",
    "\n",
    "# Plot both\n",
    "#plot(X,Y)\n",
    "\n",
    "#plot(X,CY)\n",
    "\n",
    "#show()\n",
    "\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.xlim(1791, 2014)\n",
    "plt.ylabel(\"%\")\n",
    "plt.xlabel(\"Years\")\n",
    "#sns.set_style(\"whitegrid\")\n",
    "plt.fill_between(X, CY, 1, facecolor = \"#8f7b87\")\n",
    "plt.plot(X,CY,color=\"#8f7b87\",label='xyz', linewidth=5.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "foranalysis.to_csv(\"totaltopics.csv\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}