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dcalacci/gist:e411352c85387d0c30b9

Created August 8, 2014 17:38
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gistfile1.txt
{
"metadata": {
"name": "",
"signature": "sha256:a83ebbcaecb18131cd4a5bbebd0f3a488a858758b1a8ca38029a6d57c15bc814"
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"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import pandas as pd\n",
"import numpy as np\n",
"import seaborn as sns"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# add project-specific src directories\n",
"import sys\n",
"sys.path.insert(2, '/home/dcalacci/lazerlab/congressional-public-speech/dan/src/')"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from analysis.ngrams.get_sim_ratio import *\n",
"from analysis.common import load_df"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%load_ext autoreload\n",
"%autoreload 2"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"df = load_df()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"get_samples_with_sims(samples=1000, df=df)"
],
"language": "python",
"metadata": {},
"outputs": [
{
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" <td> 580487</td>\n",
" <td> 21692</td>\n",
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" <td>2010-03-18</td>\n",
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" <td>2012-10-22</td>\n",
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" <td>2012-07-24</td>\n",
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" <td>2013-10-04</td>\n",
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" <td>2013-10-09</td>\n",
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" <td>2010-07-20</td>\n",
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" <th>18</th>\n",
" <td>2012-08-24</td>\n",
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" <td>2012-01-25</td>\n",
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" <td>2013-08-08</td>\n",
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" <th>20</th>\n",
" <td>2013-11-20</td>\n",
" <td> 830227</td>\n",
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" <th>21</th>\n",
" <td>2012-12-06</td>\n",
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" <tr>\n",
" <th>22</th>\n",
" <td>2011-07-20</td>\n",
" <td> 625548</td>\n",
" <td> 53658</td>\n",
" <td> [u, s, representative, john, carney, d, de, to...</td>\n",
" <td>2013-03-21</td>\n",
" <td> 779950</td>\n",
" <td> 2653</td>\n",
" <td> [today, u, s, rep, ed, perlmutter, voted, for,...</td>\n",
" <td> 0.0956862745098 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.095686</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>2010-04-13</td>\n",
" <td> 497878</td>\n",
" <td> 1535</td>\n",
" <td> [today, rep, mike, coffman, r, aurora, and, al...</td>\n",
" <td>2011-04-06</td>\n",
" <td> 603811</td>\n",
" <td> 6382</td>\n",
" <td> [congressman, peter, roskam, chief, deputy, wh...</td>\n",
" <td> 0.143405889885 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.143406</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>2012-07-25</td>\n",
" <td> 729143</td>\n",
" <td> 117396</td>\n",
" <td> [rep, david, b, mckinley, p, e, r, w, va, intr...</td>\n",
" <td>2011-06-29</td>\n",
" <td> 623941</td>\n",
" <td> 122251</td>\n",
" <td> [congressman, rob, woodall, r, ga, issued, the...</td>\n",
" <td> 0.115504125147 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.115504</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>2010-07-20</td>\n",
" <td> 533122</td>\n",
" <td> 95078</td>\n",
" <td> [legislation, sponsored, by, congressman, gerr...</td>\n",
" <td>2010-09-16</td>\n",
" <td> 552327</td>\n",
" <td> 2919</td>\n",
" <td> [u, s, senator, jim, risch, today, voted, agai...</td>\n",
" <td> 0.228605769231 0.0237559952038 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.228606</td>\n",
" <td> 0.023756</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>2011-05-04</td>\n",
" <td> 608862</td>\n",
" <td> 67151</td>\n",
" <td> [rep, ted, deutch, released, the, following, s...</td>\n",
" <td>2010-09-29</td>\n",
" <td> 559251</td>\n",
" <td> 16725</td>\n",
" <td> [today, congressman, devin, nunes, r, tulare, ...</td>\n",
" <td> 0.0777838427948 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.077784</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>2012-01-11</td>\n",
" <td> 662881</td>\n",
" <td> 119213</td>\n",
" <td> [congressman, tim, griffin, ar, issued, the, f...</td>\n",
" <td>2012-05-07</td>\n",
" <td> 693731</td>\n",
" <td> 22744</td>\n",
" <td> [congresswoman, shelley, berkley, today, welco...</td>\n",
" <td> 0.115131578947 0.0359786184211 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.115132</td>\n",
" <td> 0.035979</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>2011-03-16</td>\n",
" <td> 596938</td>\n",
" <td> 6586</td>\n",
" <td> [changes, make, it, easier, for, fishermen, to...</td>\n",
" <td>2010-11-16</td>\n",
" <td> 569385</td>\n",
" <td> 2519</td>\n",
" <td> [congressman, brady, today, introduced, a, res...</td>\n",
" <td> 0.028641370869 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.028641</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>2012-05-16</td>\n",
" <td> 694763</td>\n",
" <td> 27958</td>\n",
" <td> [u, s, senator, john, boozman, today, issued, ...</td>\n",
" <td>2013-11-21</td>\n",
" <td> 840913</td>\n",
" <td> 59980</td>\n",
" <td> [the, u, s, house, of, representatives, contin...</td>\n",
" <td> 0.170564516129 0.0356736242884 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.170565</td>\n",
" <td> 0.035674</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>2013-06-10</td>\n",
" <td> 790419</td>\n",
" <td> 542</td>\n",
" <td> [dear, friend, welcome, to, kansas, common, se...</td>\n",
" <td>2011-04-01</td>\n",
" <td> 600448</td>\n",
" <td> 27142</td>\n",
" <td> [libya, is, a, country, in, north, africa, sli...</td>\n",
" <td> 0.119681993257 0.0188680935165 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.119682</td>\n",
" <td> 0.018868</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>2011-12-20</td>\n",
" <td> 660447</td>\n",
" <td> 42946</td>\n",
" <td> [u, s, representative, frank, guinta, voted, t...</td>\n",
" <td>2013-12-18</td>\n",
" <td> 835351</td>\n",
" <td> 35</td>\n",
" <td> [u, s, senator, mark, pryor, today, introduced...</td>\n",
" <td> 0.0708791208791 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.070879</td>\n",
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" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>2010-08-13</td>\n",
" <td> 546606</td>\n",
" <td> 2629</td>\n",
" <td> [congresswoman, dina, titus, of, nevada, s, th...</td>\n",
" <td>2010-06-24</td>\n",
" <td> 523630</td>\n",
" <td> 21276</td>\n",
" <td> [today, congressman, lee, terry, sent, a, lett...</td>\n",
" <td> 0.0812588991997 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.081259</td>\n",
" <td> 0.000000</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>2011-03-03</td>\n",
" <td> 592536</td>\n",
" <td> 21789</td>\n",
" <td> [us, representative, sue, myrick, nc, today, v...</td>\n",
" <td>2011-06-03</td>\n",
" <td> 617096</td>\n",
" <td> 123401</td>\n",
" <td> [last, night, congressman, billy, long, voted,...</td>\n",
" <td> 0.0940471388233 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.094047</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>2013-10-28</td>\n",
" <td> 824799</td>\n",
" <td> 68959</td>\n",
" <td> [today, us, representative, dan, maffei, d, sy...</td>\n",
" <td>2011-11-04</td>\n",
" <td> 654290</td>\n",
" <td> 8618</td>\n",
" <td> [dear, friends, it, was, a, busy, week, in, th...</td>\n",
" <td> 0.122370550162 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.122371</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>2013-02-07</td>\n",
" <td> 765608</td>\n",
" <td> 558</td>\n",
" <td> [locating, and, eliminating, ineffective, outd...</td>\n",
" <td>2013-09-20</td>\n",
" <td> 815485</td>\n",
" <td> 50544</td>\n",
" <td> [today, the, u, s, house, of, representatives,...</td>\n",
" <td> 0.115942028986 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.115942</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>2012-06-28</td>\n",
" <td> 712618</td>\n",
" <td> 120335</td>\n",
" <td> [congressman, larry, bucshon, in, issued, the,...</td>\n",
" <td>2010-03-25</td>\n",
" <td> 494937</td>\n",
" <td> 102842</td>\n",
" <td> [yesterday, rep, ben, ray, lujn, voted, to, he...</td>\n",
" <td> 0.0312063344201 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.031206</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>2012-06-06</td>\n",
" <td> 704324</td>\n",
" <td> 8783</td>\n",
" <td> [h, r, the, hallowed, grounds, act, will, proh...</td>\n",
" <td>2010-04-22</td>\n",
" <td> 502058</td>\n",
" <td> 26980</td>\n",
" <td> [today, congressman, jerrold, nadler, d, ny, c...</td>\n",
" <td> 0.113719920895 0.014406779661 0.00698981223446...</td>\n",
" <td> 0.113720</td>\n",
" <td> 0.014407</td>\n",
" <td> 0.006990</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>2011-03-28</td>\n",
" <td> 599966</td>\n",
" <td> 26989</td>\n",
" <td> [after, reading, to, area, children, at, a, lo...</td>\n",
" <td>2013-07-09</td>\n",
" <td> 799986</td>\n",
" <td> 2698</td>\n",
" <td> [today, the, house, natural, resources, subcom...</td>\n",
" <td> 0.132569646122 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.132570</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>2010-08-04</td>\n",
" <td> 541772</td>\n",
" <td> 53307</td>\n",
" <td> [the, social, security, administration, manage...</td>\n",
" <td>2011-05-03</td>\n",
" <td> 608911</td>\n",
" <td> 31041</td>\n",
" <td> [representative, sandy, adams, fl, released, t...</td>\n",
" <td> 0.0607295796987 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.060730</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>2010-08-19</td>\n",
" <td> 545545</td>\n",
" <td> 116570</td>\n",
" <td> [schilling, it, s, time, for, fiscal, responsi...</td>\n",
" <td>2010-07-23</td>\n",
" <td> 544536</td>\n",
" <td> 119466</td>\n",
" <td> [this, week, president, obama, signed, a, bill...</td>\n",
" <td> 0.0806633999246 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.080663</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>2011-04-12</td>\n",
" <td> 601616</td>\n",
" <td> 53294</td>\n",
" <td> [this, morning, senator, tom, harkin, d, ia, g...</td>\n",
" <td>2011-11-10</td>\n",
" <td> 651441</td>\n",
" <td> 23398</td>\n",
" <td> [earlier, this, week, congressman, austria, me...</td>\n",
" <td> 0.133691135734 0.0107800982801 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.133691</td>\n",
" <td> 0.010780</td>\n",
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" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>2012-05-01</td>\n",
" <td> 690634</td>\n",
" <td> 54675</td>\n",
" <td> [congresswoman, michele, bachmann, mn, a, memb...</td>\n",
" <td>2012-07-12</td>\n",
" <td> 722618</td>\n",
" <td> 53291</td>\n",
" <td> [senator, dan, coats, r, ind, today, issued, t...</td>\n",
" <td> 0.175450211864 0.03266765286 0.0162059686888 0...</td>\n",
" <td> 0.175450</td>\n",
" <td> 0.032668</td>\n",
" <td> 0.016206</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>2010-05-05</td>\n",
" <td> 505780</td>\n",
" <td> 26973</td>\n",
" <td> [u, s, rep, edolphus, ed, towns, ny, today, co...</td>\n",
" <td>2013-06-04</td>\n",
" <td> 790610</td>\n",
" <td> 141275</td>\n",
" <td> [congressman, joe, kennedy, iii, today, releas...</td>\n",
" <td> 0.0390678977451 0.0185218271693 0.0 0.0 0.0 0....</td>\n",
" <td> 0.039068</td>\n",
" <td> 0.018522</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>2011-01-31</td>\n",
" <td> 583603</td>\n",
" <td> 9211</td>\n",
" <td> [congressional, update, winter, dear, friend, ...</td>\n",
" <td>2013-08-30</td>\n",
" <td> 808515</td>\n",
" <td> 27125</td>\n",
" <td> [governor, inslee, s, statement, regarding, ne...</td>\n",
" <td> 0.109840145496 0.0165216770522 0.0 0.0 0.0 0.0...</td>\n",
" <td> 0.109840</td>\n",
" <td> 0.016522</td>\n",
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" <td> 0.00000</td>\n",
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" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>2012-04-19</td>\n",
" <td> 687362</td>\n",
" <td> 334</td>\n",
" <td> [dear, friend, texas, has, over, small, busine...</td>\n",
" <td>2011-09-19</td>\n",
" <td> 645181</td>\n",
" <td> 4743</td>\n",
" <td> [below, is, a, statement, from, rep, bill, kea...</td>\n",
" <td> 0.063670411985 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.063670</td>\n",
" <td> 0.000000</td>\n",
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" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>2011-01-06</td>\n",
" <td> 576849</td>\n",
" <td> 8001</td>\n",
" <td> [today, for, the, first, time, in, its, year, ...</td>\n",
" <td>2013-11-15</td>\n",
" <td> 827223</td>\n",
" <td> 135651</td>\n",
" <td> [congressman, tom, cotton, r, dardanelle, rele...</td>\n",
" <td> 0.224681020734 0.0598846940673 0.0295250320924...</td>\n",
" <td> 0.224681</td>\n",
" <td> 0.059885</td>\n",
" <td> 0.029525</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.00000</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>2013-02-01</td>\n",
" <td> 764273</td>\n",
" <td> 123473</td>\n",
" <td> [while, government, bureaucracy, continues, to...</td>\n",
" <td>2011-11-30</td>\n",
" <td> 654230</td>\n",
" <td> 66395</td>\n",
" <td> [today, senator, mike, lee, announced, his, su...</td>\n",
" <td> 0.0570846075433 0.0 0.0 0.0 0.0 0.0 0.0 0.0</td>\n",
" <td> 0.057085</td>\n",
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" date_1 id_1 author_1 \\\n",
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"14 2013-02-25 772313 26797 \n",
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"16 2013-07-20 804833 26798 \n",
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"19 2012-01-25 664613 18199 \n",
"20 2013-11-20 830227 110744 \n",
"21 2012-12-06 758864 26763 \n",
"22 2011-07-20 625548 53658 \n",
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"29 2012-05-16 694763 27958 \n",
"30 2013-06-10 790419 542 \n",
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"33 2011-03-03 592536 21789 \n",
"34 2013-10-28 824799 68959 \n",
"35 2013-02-07 765608 558 \n",
"36 2012-06-28 712618 120335 \n",
"37 2012-06-06 704324 8783 \n",
"38 2011-03-28 599966 26989 \n",
"39 2010-08-04 541772 53307 \n",
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"41 2011-04-12 601616 53294 \n",
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"58 2012-02-09 670762 21916 \n",
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"\n",
" statement_1 date_2 id_2 \\\n",
"0 [u, s, congressman, jason, altmire, pa, today,... 2013-07-25 803872 \n",
"1 [u, s, rep, todd, rokita, today, issued, the, ... 2012-08-09 736353 \n",
"2 [it, is, important, that, we, help, those, in,... 2011-06-13 615899 \n",
"3 [aloha, yesterday, the, united, states, suprem... 2013-04-17 780542 \n",
"4 [colorado, u, s, senator, michael, bennet, tod... 2012-04-25 687798 \n",
"5 [congresswoman, tulsi, gabbard, hi, today, app... 2010-03-18 494490 \n",
"6 [the, absence, of, leadership, from, president... 2013-10-03 817903 \n",
"7 [today, i, would, like, to, welcome, dr, rober... 2010-08-10 544983 \n",
"8 [today, congressman, jerrold, nadler, d, ny, t... 2011-05-05 609550 \n",
"9 [representative, reid, ribble, wi, voted, for,... 2012-01-24 664885 \n",
"10 [today, u, s, sen, saxby, chambliss, r, ga, fo... 2013-03-01 772404 \n",
"11 [u, s, senator, mary, l, landrieu, d, la, toda... 2010-08-25 548748 \n",
"12 [m, speaker, the, resolution, provides, for, c... 2011-04-07 603587 \n",
"13 [while, much, of, congress, remains, at, an, i... 2010-03-02 489313 \n",
"14 [today, a, new, report, was, released, by, the... 2011-07-08 622378 \n",
"15 [congresswoman, susan, w, brooks, r, in, appla... 2010-06-30 529460 \n",
"16 [one, year, ago, our, country, witnessed, a, g... 2013-10-01 815384 \n",
"17 [by, passing, the, sectors, act, the, us, hous... 2012-09-19 747988 \n",
"18 [congresswoman, judy, biggert, and, tea, party... 2010-08-05 542927 \n",
"19 [u, s, rep, randy, hultgren, il, today, releas... 2013-08-08 804377 \n",
"20 [u, s, congressman, bill, enyart, d, il, today... 2013-07-08 796892 \n",
"21 [today, rep, dana, rohrabacher, r, ca, issued,... 2010-08-13 547114 \n",
"22 [u, s, representative, john, carney, d, de, to... 2013-03-21 779950 \n",
"23 [today, rep, mike, coffman, r, aurora, and, al... 2011-04-06 603811 \n",
"24 [rep, david, b, mckinley, p, e, r, w, va, intr... 2011-06-29 623941 \n",
"25 [legislation, sponsored, by, congressman, gerr... 2010-09-16 552327 \n",
"26 [rep, ted, deutch, released, the, following, s... 2010-09-29 559251 \n",
"27 [congressman, tim, griffin, ar, issued, the, f... 2012-05-07 693731 \n",
"28 [changes, make, it, easier, for, fishermen, to... 2010-11-16 569385 \n",
"29 [u, s, senator, john, boozman, today, issued, ... 2013-11-21 840913 \n",
"30 [dear, friend, welcome, to, kansas, common, se... 2011-04-01 600448 \n",
"31 [u, s, representative, frank, guinta, voted, t... 2013-12-18 835351 \n",
"32 [congresswoman, dina, titus, of, nevada, s, th... 2010-06-24 523630 \n",
"33 [us, representative, sue, myrick, nc, today, v... 2011-06-03 617096 \n",
"34 [today, us, representative, dan, maffei, d, sy... 2011-11-04 654290 \n",
"35 [locating, and, eliminating, ineffective, outd... 2013-09-20 815485 \n",
"36 [congressman, larry, bucshon, in, issued, the,... 2010-03-25 494937 \n",
"37 [h, r, the, hallowed, grounds, act, will, proh... 2010-04-22 502058 \n",
"38 [after, reading, to, area, children, at, a, lo... 2013-07-09 799986 \n",
"39 [the, social, security, administration, manage... 2011-05-03 608911 \n",
"40 [schilling, it, s, time, for, fiscal, responsi... 2010-07-23 544536 \n",
"41 [this, morning, senator, tom, harkin, d, ia, g... 2011-11-10 651441 \n",
"42 [congresswoman, michele, bachmann, mn, a, memb... 2012-07-12 722618 \n",
"43 [u, s, rep, edolphus, ed, towns, ny, today, co... 2013-06-04 790610 \n",
"44 [congressional, update, winter, dear, friend, ... 2013-08-30 808515 \n",
"45 [dear, friend, texas, has, over, small, busine... 2011-09-19 645181 \n",
"46 [today, for, the, first, time, in, its, year, ... 2013-11-15 827223 \n",
"47 [while, government, bureaucracy, continues, to... 2011-11-30 654230 \n",
"48 [congressman, mark, amodei, nv, today, issued,... 2012-06-08 702697 \n",
"49 [emergency, repair, funds, are, on, their, way... 2010-06-16 523939 \n",
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"51 [today, congresswoman, tammy, duckworth, il, h... 2013-10-10 818397 \n",
"52 [congresswoman, marcia, l, fudge, oh, today, r... 2012-07-27 727124 \n",
"53 [u, s, representative, thaddeus, g, mccotter, ... 2012-08-01 730619 \n",
"54 [congressman, jerry, moran, made, the, followi... 2012-06-28 718859 \n",
"55 [congressman, frank, pallone, jr, nj, whose, d... 2012-09-07 753630 \n",
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"58 [congressman, brian, bilbray, ca, today, issue... 2013-09-11 809866 \n",
"59 [the, house, committee, on, science, space, an... 2010-10-06 560162 \n",
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"7 57781 [during, august, congress, takes, some, time, ... \n",
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"52 60348 [last, week, i, was, proud, to, introduce, my,... \n",
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"55 17318 [break, in, transcriptchairman, bilirakis, on,... \n",
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"\n",
"[1000 rows x 17 columns]"
]
}
],
"prompt_number": 17
}
],
"metadata": {}
}
]
}
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