Anes_2012.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# American National Election Studies 2012\n",
    "\n",
    "The data was downloaded from American National Election Studies [2012 Time Series Study](https://electionstudies.org/data-center/2012-time-series-study/).\n",
    "\n",
    "\n",
    "## Study Overview\n",
    "### Study Content Highlights:\n",
    "In addition to content on electoral participation, voting behavior, and public opinion, the 2012 ANES Time Series Study contains questions in other areas such as media exposure, cognitive style, and values and predispositions. Several items were measured on ANES for the first time, including ‘Big Five’ personality traits using the Ten Item Personality Inventory (TIPI), skin tone observations made by interviewers in the face-to-face study, and a vocabulary test from the General Social Survey called ‘Wordsum.’ The Post-Election interview also included Module 4 from the Comparative Study of Electoral Systems (CSES).\n",
    "\n",
    "### Study Design Highlights:\n",
    "Data collection for the ANES 2012 Time Series Study began in early September and continued into January, 2013. Pre-election interviews were conducted with study respondents during the two months prior to the 2012 elections and were followed by post-election reinterviewing beginning November 7, 2012."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.set_option('display.max_columns', 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_spss('data/anes_timeseries_2012.sav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5914, 2249)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 5914 entries, 0 to 5913\n",
      "Columns: 2249 entries, version to invited_inetrecontact2013\n",
      "dtypes: category(2180), float64(10), object(59)\n",
      "memory usage: 16.6+ MB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>version</th>\n",
       "      <th>caseid</th>\n",
       "      <th>weight_ftf</th>\n",
       "      <th>weight_web</th>\n",
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       "      <th>interest_following</th>\n",
       "      <th>interest_wherevote</th>\n",
       "      <th>interest_voted2008</th>\n",
       "      <th>interest_whovote2008</th>\n",
       "      <th>interest_whovote2008_oth</th>\n",
       "      <th>prmedia_useinet</th>\n",
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       "      <th>prmedia_atrdnews</th>\n",
       "      <th>prevote_regist_addr</th>\n",
       "      <th>prevote_regist_noaddr</th>\n",
       "      <th>prevote_reg</th>\n",
       "      <th>prevote_reg_recordstate</th>\n",
       "      <th>prevote_reg_recordcity</th>\n",
       "      <th>prevote_reg_state</th>\n",
       "      <th>prevote_reg_samestate</th>\n",
       "      <th>prevote_regincnty</th>\n",
       "      <th>prevote_regyrs3cat</th>\n",
       "      <th>prevote_regyrsfull</th>\n",
       "      <th>prevote_regname</th>\n",
       "      <th>prevote_regpty_state</th>\n",
       "      <th>prevote_regpty</th>\n",
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       "      <th>prevote_regint</th>\n",
       "      <th>prevote_primv</th>\n",
       "      <th>prevote_primvwho</th>\n",
       "      <th>prevote_primvwho_oth</th>\n",
       "      <th>prevote_voted</th>\n",
       "      <th>prevote_vconf</th>\n",
       "      <th>prevote_howvote</th>\n",
       "      <th>prevote_ckbcard</th>\n",
       "      <th>prevote_ballot_color</th>\n",
       "      <th>prevote_presvt</th>\n",
       "      <th>prevote_presvtwho</th>\n",
       "      <th>prevote_presvtwho_oth</th>\n",
       "      <th>prevote_presstr</th>\n",
       "      <th>prevote_vtpresdec</th>\n",
       "      <th>prevote_vtpresdec_dkrf</th>\n",
       "      <th>prevote_intpres</th>\n",
       "      <th>prevote_intpreswho</th>\n",
       "      <th>prevote_intpreswho_oth</th>\n",
       "      <th>prevote_intpresst</th>\n",
       "      <th>prevote_prefpres</th>\n",
       "      <th>prevote_prefprwho</th>\n",
       "      <th>prevote_prefprwho_oth</th>\n",
       "      <th>prevote_prefprstr</th>\n",
       "      <th>prevote_votehs</th>\n",
       "      <th>prevote_hsvtbc</th>\n",
       "      <th>prevote_hsvtnobc</th>\n",
       "      <th>prevote_inths</th>\n",
       "      <th>prevote_inthsbc</th>\n",
       "      <th>prevote_inthsnobc</th>\n",
       "      <th>prevote_hspref</th>\n",
       "      <th>prevote_hsprefbc</th>\n",
       "      <th>prevote_hsprefnobc</th>\n",
       "      <th>prevote_senhhstate</th>\n",
       "      <th>prevote_senregstate</th>\n",
       "      <th>prevote_votesen</th>\n",
       "      <th>prevote_vtsenbc</th>\n",
       "      <th>prevote_vtsennobc</th>\n",
       "      <th>prevote_intsen</th>\n",
       "      <th>prevote_intsenbc</th>\n",
       "      <th>prevote_intsennobc</th>\n",
       "      <th>prevote_senpref</th>\n",
       "      <th>prevote_senprefbc</th>\n",
       "      <th>prevote_senprefnobc</th>\n",
       "      <th>prevote_govhhstate</th>\n",
       "      <th>prevote_govregstate</th>\n",
       "      <th>prevote_votegov</th>\n",
       "      <th>prevote_vtgovbc</th>\n",
       "      <th>prevote_vtgovnobc</th>\n",
       "      <th>prevote_intgov</th>\n",
       "      <th>prevote_intgovbc</th>\n",
       "      <th>prevote_intgovnobc</th>\n",
       "      <th>prevote_govpref</th>\n",
       "      <th>prevote_govprefbc</th>\n",
       "      <th>prevote_govprefnobc</th>\n",
       "      <th>candlik_likedpc</th>\n",
       "      <th>candlik_likewhatdpc</th>\n",
       "      <th>candlik_disldpc</th>\n",
       "      <th>candlik_dislwhatdpc</th>\n",
       "      <th>candlik_likerpc</th>\n",
       "      <th>candlik_likewhatrpc</th>\n",
       "      <th>candlik_dislrpc</th>\n",
       "      <th>candlik_dislwhatrpc</th>\n",
       "      <th>congapp_job</th>\n",
       "      <th>congapp_jobst</th>\n",
       "      <th>congapp_job_x</th>\n",
       "      <th>presapp_track</th>\n",
       "      <th>presapp_job</th>\n",
       "      <th>presapp_jobstr</th>\n",
       "      <th>presapp_job_x</th>\n",
       "      <th>presapp_econ</th>\n",
       "      <th>presapp_econstr</th>\n",
       "      <th>presapp_econ_x</th>\n",
       "      <th>presapp_foreign</th>\n",
       "      <th>presapp_foreignstr</th>\n",
       "      <th>presapp_foreign_x</th>\n",
       "      <th>presapp_health</th>\n",
       "      <th>presapp_healthstr</th>\n",
       "      <th>presapp_health_x</th>\n",
       "      <th>presapp_war</th>\n",
       "      <th>presapp_warstr</th>\n",
       "      <th>presapp_war_x</th>\n",
       "      <th>ft_dpc</th>\n",
       "      <th>ft_rpc</th>\n",
       "      <th>ft_dvpc</th>\n",
       "      <th>ft_rvpc</th>\n",
       "      <th>ft_hclinton</th>\n",
       "      <th>ft_gwb</th>\n",
       "      <th>ft_dem</th>\n",
       "      <th>ft_rep</th>\n",
       "      <th>ptylik_likdp</th>\n",
       "      <th>ptylik_lwhatdp</th>\n",
       "      <th>ptylik_disldp</th>\n",
       "      <th>ptylik_dwhatdp</th>\n",
       "      <th>ptylik_likrp</th>\n",
       "      <th>ptylik_lwhatrp</th>\n",
       "      <th>ptylik_dislrp</th>\n",
       "      <th>ptylik_dwhatrp</th>\n",
       "      <th>finance_finfam</th>\n",
       "      <th>finance_finpast</th>\n",
       "      <th>finance_finpastamt</th>\n",
       "      <th>finance_finpast_x</th>\n",
       "      <th>finance_finnext</th>\n",
       "      <th>finance_finnextamt</th>\n",
       "      <th>finance_finnext_x</th>\n",
       "      <th>health_insured</th>\n",
       "      <th>health_2010hcr</th>\n",
       "      <th>health_2010hcrfav</th>\n",
       "      <th>health_2010hcropp</th>\n",
       "      <th>health_2010hcr_x</th>\n",
       "      <th>health_self</th>\n",
       "      <th>health_smoke</th>\n",
       "      <th>health_smokeamt</th>\n",
       "      <th>candaff_angdpc</th>\n",
       "      <th>candaff_angdpcoft</th>\n",
       "      <th>candaff_hpdpc</th>\n",
       "      <th>candaff_hpdpcoft</th>\n",
       "      <th>candaff_afrdpc</th>\n",
       "      <th>candaff_afrdpcoft</th>\n",
       "      <th>candaff_prddpc</th>\n",
       "      <th>candaff_prddpcoft</th>\n",
       "      <th>candaff_angrpc</th>\n",
       "      <th>candaff_angrpcoft</th>\n",
       "      <th>candaff_hprpc</th>\n",
       "      <th>candaff_hprpcoft</th>\n",
       "      <th>candaff_afrrpc</th>\n",
       "      <th>candaff_afrrpcoft</th>\n",
       "      <th>candaff_prdrpc</th>\n",
       "      <th>candaff_prdrpcoft</th>\n",
       "      <th>libcpre_self</th>\n",
       "      <th>libcpre_choose</th>\n",
       "      <th>libcpre_dpc</th>\n",
       "      <th>libcpre_rpc</th>\n",
       "      <th>libcpre_ptyd</th>\n",
       "      <th>libcpre_ptyr</th>\n",
       "      <th>divgov_splitgov</th>\n",
       "      <th>likelypct_howlikvt1</th>\n",
       "      <th>likelypct_whatpct1</th>\n",
       "      <th>campfin_limcorp</th>\n",
       "      <th>campfin_banads</th>\n",
       "      <th>ineq_incgap</th>\n",
       "      <th>ineq_gapmore</th>\n",
       "      <th>ineq_gapless</th>\n",
       "      <th>ineq_incgap_x</th>\n",
       "      <th>effic_complicstd</th>\n",
       "      <th>effic_undstd</th>\n",
       "      <th>effic_carestd</th>\n",
       "      <th>effic_saystd</th>\n",
       "      <th>effic_complicrev</th>\n",
       "      <th>effic_undrev</th>\n",
       "      <th>effic_carerev</th>\n",
       "      <th>effic_sayrev</th>\n",
       "      <th>econ_ecnow</th>\n",
       "      <th>econ_ecpast</th>\n",
       "      <th>econ_ecpastamt</th>\n",
       "      <th>econ_ecpast_x</th>\n",
       "      <th>econ_ecnext</th>\n",
       "      <th>econ_ecnextamt</th>\n",
       "      <th>econ_ecnext_x</th>\n",
       "      <th>econ_unpast</th>\n",
       "      <th>econ_unlast</th>\n",
       "      <th>econ_unpast_x</th>\n",
       "      <th>econ_unnext</th>\n",
       "      <th>ecblame_pres</th>\n",
       "      <th>ecblame_fmpr</th>\n",
       "      <th>ecblame_dem</th>\n",
       "      <th>ecblame_rep</th>\n",
       "      <th>ecblame_bank</th>\n",
       "      <th>ecblame_cons</th>\n",
       "      <th>ecblame_lend</th>\n",
       "      <th>ptyperf_ptyecon</th>\n",
       "      <th>preswin_care</th>\n",
       "      <th>preswin_win</th>\n",
       "      <th>preswin_win_oth</th>\n",
       "      <th>preswin_close</th>\n",
       "      <th>preswin_state</th>\n",
       "      <th>preswin_state_oth</th>\n",
       "      <th>preswin_closest</th>\n",
       "      <th>preswin_dutychoice</th>\n",
       "      <th>preswin_choiceduty</th>\n",
       "      <th>preswin_dutyst</th>\n",
       "      <th>preswin_choicest</th>\n",
       "      <th>preswin_dutychoice_x</th>\n",
       "      <th>usworld_stronger</th>\n",
       "      <th>usworld_stay</th>\n",
       "      <th>pid_self</th>\n",
       "      <th>pid_self_oth</th>\n",
       "      <th>pid_strong</th>\n",
       "      <th>pid_lean</th>\n",
       "      <th>pid_x</th>\n",
       "      <th>tea_supp</th>\n",
       "      <th>tea_suppstr</th>\n",
       "      <th>tea_suppln</th>\n",
       "      <th>tea_supp_x</th>\n",
       "      <th>ctrait_dpcmoral</th>\n",
       "      <th>ctrait_dpclead</th>\n",
       "      <th>ctrait_dpccare</th>\n",
       "      <th>ctrait_dpcknow</th>\n",
       "      <th>ctrait_dpcint</th>\n",
       "      <th>ctrait_dpchonst</th>\n",
       "      <th>ctrait_rpcmoral</th>\n",
       "      <th>ctrait_rpclead</th>\n",
       "      <th>ctrait_rpccare</th>\n",
       "      <th>ctrait_rpcknow</th>\n",
       "      <th>ctrait_rpcint</th>\n",
       "      <th>ctrait_rpchonst</th>\n",
       "      <th>war_worthit</th>\n",
       "      <th>war_terror</th>\n",
       "      <th>spsrvpr_ssself</th>\n",
       "      <th>spsrvpr_ssdpc</th>\n",
       "      <th>spsrvpr_ssrpc</th>\n",
       "      <th>spsrvpr_ssdem</th>\n",
       "      <th>spsrvpr_ssrep</th>\n",
       "      <th>defsppr_self</th>\n",
       "      <th>defsppr_dpc</th>\n",
       "      <th>defsppr_rpc</th>\n",
       "      <th>defsppr_dem</th>\n",
       "      <th>defsppr_rep</th>\n",
       "      <th>inspre_self</th>\n",
       "      <th>inspre_dpc</th>\n",
       "      <th>inspre_rpc</th>\n",
       "      <th>inspre_dem</th>\n",
       "      <th>inspre_rep</th>\n",
       "      <th>gun_control</th>\n",
       "      <th>gun_importance</th>\n",
       "      <th>guarpr_self</th>\n",
       "      <th>guarpr_dpc</th>\n",
       "      <th>guarpr_rpc</th>\n",
       "      <th>guarpr_dem</th>\n",
       "      <th>guarpr_rep</th>\n",
       "      <th>immig_policy</th>\n",
       "      <th>immig_citizen</th>\n",
       "      <th>immig_checks</th>\n",
       "      <th>aidblack_self</th>\n",
       "      <th>aidblack_dpc</th>\n",
       "      <th>aidblack_rpc</th>\n",
       "      <th>envjob_self</th>\n",
       "      <th>envjob_dpc</th>\n",
       "      <th>envjob_rpc</th>\n",
       "      <th>aa_uni</th>\n",
       "      <th>aa_unifav</th>\n",
       "      <th>aa_uniopp</th>\n",
       "      <th>aa_uni_x</th>\n",
       "      <th>aa_work</th>\n",
       "      <th>aa_workfav</th>\n",
       "      <th>aa_workopp</th>\n",
       "      <th>aa_work_x</th>\n",
       "      <th>fedspend_ss</th>\n",
       "      <th>fedspend_schools</th>\n",
       "      <th>fedspend_scitech</th>\n",
       "      <th>fedspend_crime</th>\n",
       "      <th>fedspend_welfare</th>\n",
       "      <th>fedspend_child</th>\n",
       "      <th>fedspend_poor</th>\n",
       "      <th>fedspend_enviro</th>\n",
       "      <th>candrel_dpc</th>\n",
       "      <th>candrel_dpc_oth</th>\n",
       "      <th>candrel_rpc</th>\n",
       "      <th>candrel_rpc_oth</th>\n",
       "      <th>trustgov_trustgrev</th>\n",
       "      <th>trustgov_trustgstd</th>\n",
       "      <th>trustgov_bigintrst</th>\n",
       "      <th>trustgov_waste</th>\n",
       "      <th>trustgov_corrpt</th>\n",
       "      <th>trust_social</th>\n",
       "      <th>respons_elections</th>\n",
       "      <th>econcand_dwin</th>\n",
       "      <th>econcand_rwin</th>\n",
       "      <th>envir_drill</th>\n",
       "      <th>envir_nuke</th>\n",
       "      <th>envir_gwarm</th>\n",
       "      <th>envir_gwgood</th>\n",
       "      <th>envir_gwhow</th>\n",
       "      <th>gayrt_discrev</th>\n",
       "      <th>gayrt_discstrev</th>\n",
       "      <th>gayrt_discrev_x</th>\n",
       "      <th>gayrt_discstd</th>\n",
       "      <th>gayrt_discststd</th>\n",
       "      <th>gayrt_discstd_x</th>\n",
       "      <th>gayrt_milrev</th>\n",
       "      <th>gayrt_milstrev</th>\n",
       "      <th>gayrt_milrev_x</th>\n",
       "      <th>gayrt_milstd</th>\n",
       "      <th>gayrt_milststd</th>\n",
       "      <th>gayrt_milstd_x</th>\n",
       "      <th>gayrt_adopt</th>\n",
       "      <th>gayrt_marry</th>\n",
       "      <th>abortpre_4point</th>\n",
       "      <th>abortpre_4point_oth</th>\n",
       "      <th>penalty_favdpen</th>\n",
       "      <th>penalty_dpenstr</th>\n",
       "      <th>penalty_favopp_x</th>\n",
       "      <th>presadm_secure</th>\n",
       "      <th>pctlikely_whatpct2</th>\n",
       "      <th>pctlikely_howlikvt2</th>\n",
       "      <th>relig_import</th>\n",
       "      <th>relig_guide</th>\n",
       "      <th>relig_pray</th>\n",
       "      <th>relig_pray_oth</th>\n",
       "      <th>relig_wordgod</th>\n",
       "      <th>relig_wordgod_oth</th>\n",
       "      <th>relig_church</th>\n",
       "      <th>relig_churchoft</th>\n",
       "      <th>relig_churchwk</th>\n",
       "      <th>relig_chmember</th>\n",
       "      <th>relig_7cat_x</th>\n",
       "      <th>relig_mastersummary</th>\n",
       "      <th>relig_group</th>\n",
       "      <th>relig_groupna</th>\n",
       "      <th>relig_denom</th>\n",
       "      <th>relig_bapt</th>\n",
       "      <th>relig_indbapt</th>\n",
       "      <th>relig_luth</th>\n",
       "      <th>relig_meth</th>\n",
       "      <th>relig_presb</th>\n",
       "      <th>relig_refrm</th>\n",
       "      <th>relig_brethr</th>\n",
       "      <th>relig_discp</th>\n",
       "      <th>relig_chchrst</th>\n",
       "      <th>relig_chgod</th>\n",
       "      <th>relig_pent</th>\n",
       "      <th>relig_denother</th>\n",
       "      <th>relig_othxian</th>\n",
       "      <th>relig_jewisha</th>\n",
       "      <th>relig_jewishna</th>\n",
       "      <th>relig_bornagn</th>\n",
       "      <th>relig_ident_1st</th>\n",
       "      <th>relig_ident_2nd</th>\n",
       "      <th>relig_ident_3rd</th>\n",
       "      <th>relig_religident_prog</th>\n",
       "      <th>relig_religident_nontrad</th>\n",
       "      <th>relig_religident_secular</th>\n",
       "      <th>relig_religident_agnostic</th>\n",
       "      <th>relig_religident_atheist</th>\n",
       "      <th>relig_religident_spiritual</th>\n",
       "      <th>relig_religident_none</th>\n",
       "      <th>relig_religident_dkrf</th>\n",
       "      <th>dem_birthmo</th>\n",
       "      <th>dem_birthdy</th>\n",
       "      <th>dem_birthyr</th>\n",
       "      <th>dem_age_r_x</th>\n",
       "      <th>dem_agegrp_iwdate_x</th>\n",
       "      <th>dem_marital</th>\n",
       "      <th>dem_partner</th>\n",
       "      <th>dem_edu</th>\n",
       "      <th>dem_edu_oth</th>\n",
       "      <th>dem_dipged</th>\n",
       "      <th>dem_edugroup_x</th>\n",
       "      <th>dem_edusp</th>\n",
       "      <th>dem_edusp_oth</th>\n",
       "      <th>dem_dipgedsp</th>\n",
       "      <th>dem_eduspgroup_x</th>\n",
       "      <th>dem_veteran</th>\n",
       "      <th>dem_milwhen_1st</th>\n",
       "      <th>dem_milwhen_2nd</th>\n",
       "      <th>dem_milwhen_3rd</th>\n",
       "      <th>dem_milwhen_4th</th>\n",
       "      <th>dem_milnow</th>\n",
       "      <th>dem_emptype_1st</th>\n",
       "      <th>dem_emptype_2nd</th>\n",
       "      <th>dem_emptype_3rd</th>\n",
       "      <th>dem_emptype_4th</th>\n",
       "      <th>dem_emptype_work</th>\n",
       "      <th>dem_emptype_layoff</th>\n",
       "      <th>dem_emptype_unemp</th>\n",
       "      <th>dem_emptype_retire</th>\n",
       "      <th>dem_emptype_disabled</th>\n",
       "      <th>dem_emptype_hmaker</th>\n",
       "      <th>dem_emptype_student</th>\n",
       "      <th>dem_emptype_dkrf</th>\n",
       "      <th>dem_empstatus_2digitfin_x</th>\n",
       "      <th>dem_empstatus_1digitfin_x</th>\n",
       "      <th>dem_empstatus_initial</th>\n",
       "      <th>dem_hsworkg</th>\n",
       "      <th>dem_hsjob6mo</th>\n",
       "      <th>dem_retiremo</th>\n",
       "      <th>dem_retiredy</th>\n",
       "      <th>dem_retireyr</th>\n",
       "      <th>dem_retireperiod_x</th>\n",
       "      <th>dem_everwk</th>\n",
       "      <th>dem_occpast</th>\n",
       "      <th>dem_indpast</th>\n",
       "      <th>dem_semplpst</th>\n",
       "      <th>dem_empgovpst</th>\n",
       "      <th>dem_rdjob6mon</th>\n",
       "      <th>dem_hrsrecent</th>\n",
       "      <th>dem_rdworkg</th>\n",
       "      <th>dem_lookwk</th>\n",
       "      <th>dem_findjob</th>\n",
       "      <th>dem_occnow</th>\n",
       "      <th>dem_indnow</th>\n",
       "      <th>dem_semplnow</th>\n",
       "      <th>dem_empgovnow</th>\n",
       "      <th>dem_hrsnow</th>\n",
       "      <th>dem_okhrsnow</th>\n",
       "      <th>dem_losejob</th>\n",
       "      <th>dem_offwork</th>\n",
       "      <th>dem_hrsreduce</th>\n",
       "      <th>dem_emptypesp_1st</th>\n",
       "      <th>dem_emptypesp_2nd</th>\n",
       "      <th>dem_emptypesp_3rd</th>\n",
       "      <th>dem_emptypesp_4th</th>\n",
       "      <th>dem_emptypesp_work</th>\n",
       "      <th>dem_emptypesp_layoff</th>\n",
       "      <th>dem_emptypesp_unemp</th>\n",
       "      <th>dem_emptypesp_retire</th>\n",
       "      <th>dem_emptypesp_disabled</th>\n",
       "      <th>dem_emptypesp_hmaker</th>\n",
       "      <th>dem_emptypesp_student</th>\n",
       "      <th>dem_emptypesp_dkrf</th>\n",
       "      <th>dem_csesjobsp</th>\n",
       "      <th>dem_unionhh</th>\n",
       "      <th>dem_unionwho_1st</th>\n",
       "      <th>dem_unionwho_2nd</th>\n",
       "      <th>dem_unionwho_r</th>\n",
       "      <th>dem_unionwho_spouse</th>\n",
       "      <th>dem_unionwho_personoth</th>\n",
       "      <th>dem_unionwho_dkrf</th>\n",
       "      <th>dem_class</th>\n",
       "      <th>dem_whichclass</th>\n",
       "      <th>dem_whichclass_oth</th>\n",
       "      <th>dem_chclass</th>\n",
       "      <th>dem_chclass_oth</th>\n",
       "      <th>dem_avgclass</th>\n",
       "      <th>dem_avgclass_oth</th>\n",
       "      <th>dem_hisp</th>\n",
       "      <th>dem_hisptyp_1st</th>\n",
       "      <th>dem_hisptyp_2nd</th>\n",
       "      <th>dem_hisptyp_mex</th>\n",
       "      <th>dem_hisptyp_mexam</th>\n",
       "      <th>dem_hisptyp_chicano</th>\n",
       "      <th>dem_hisptyp_puertorican</th>\n",
       "      <th>dem_hisptyp_cuban</th>\n",
       "      <th>dem_hisptyp_cubanam</th>\n",
       "      <th>dem_hisptyp_othhisp</th>\n",
       "      <th>dem_hisptyp_dkrf</th>\n",
       "      <th>dem_hispoth</th>\n",
       "      <th>dem_hispmost</th>\n",
       "      <th>dem_hispmost_oth</th>\n",
       "      <th>dem_racecps_1st</th>\n",
       "      <th>dem_racecps_2nd</th>\n",
       "      <th>dem_racecps_3rd</th>\n",
       "      <th>dem_racecps_white</th>\n",
       "      <th>dem_racecps_black</th>\n",
       "      <th>dem_racecps_native</th>\n",
       "      <th>dem_racecps_asian</th>\n",
       "      <th>dem_racecps_pacif</th>\n",
       "      <th>dem_racecps_othrace</th>\n",
       "      <th>dem_racecps_racedkrf</th>\n",
       "      <th>dem_racecps_oth</th>\n",
       "      <th>dem_raceeth_x</th>\n",
       "      <th>dem_ethnic</th>\n",
       "      <th>dem_numeth</th>\n",
       "      <th>dem_mosteth</th>\n",
       "      <th>dem_parents</th>\n",
       "      <th>dem_nativity</th>\n",
       "      <th>dem_nativity_oth</th>\n",
       "      <th>dem_hispgpar</th>\n",
       "      <th>...</th>\n",
       "      <th>profile_rstudent</th>\n",
       "      <th>profile_dualincome</th>\n",
       "      <th>profile_numjobs</th>\n",
       "      <th>profile_fulltimejob</th>\n",
       "      <th>profile_jobind</th>\n",
       "      <th>profile_ind_foodmfg</th>\n",
       "      <th>profile_ind_bevtob</th>\n",
       "      <th>profile_ind_pharm</th>\n",
       "      <th>profile_ind_healthprod</th>\n",
       "      <th>profile_ind_hhprod</th>\n",
       "      <th>profile_ind_advert</th>\n",
       "      <th>profile_ind_healthcare</th>\n",
       "      <th>profile_ind_mktresearch</th>\n",
       "      <th>profile_ind_marketing</th>\n",
       "      <th>profile_ind_pubrel</th>\n",
       "      <th>profile_ind_broadcast</th>\n",
       "      <th>profile_ind_finance</th>\n",
       "      <th>profile_ind_retail</th>\n",
       "      <th>profile_ind_foodbev</th>\n",
       "      <th>profile_occ1current</th>\n",
       "      <th>profile_occ2current</th>\n",
       "      <th>profile_occ3current</th>\n",
       "      <th>profile_employersize</th>\n",
       "      <th>profile_occ1recent</th>\n",
       "      <th>profile_occ2recent</th>\n",
       "      <th>profile_occ3recent</th>\n",
       "      <th>profile_hhpurchdec</th>\n",
       "      <th>paprofile_lang</th>\n",
       "      <th>paprofile_righttrack</th>\n",
       "      <th>paprofile_mip</th>\n",
       "      <th>paprofile_mip_oth</th>\n",
       "      <th>paprofile_regist</th>\n",
       "      <th>paprofile_everreg</th>\n",
       "      <th>paprofile_vote2008_pres</th>\n",
       "      <th>paprofile_howvote2008_pres</th>\n",
       "      <th>paprofile_pres2008_oth</th>\n",
       "      <th>paprofile_vote2010_congr</th>\n",
       "      <th>paprofile_howvote2010_congr</th>\n",
       "      <th>paprofile_pid</th>\n",
       "      <th>paprofile_othpid</th>\n",
       "      <th>paprofile_pidstrong_rep</th>\n",
       "      <th>paprofile_pidstrong_dem</th>\n",
       "      <th>paprofile_pidcloser</th>\n",
       "      <th>paprofile_libcon_self</th>\n",
       "      <th>paprofile_libcon_pres</th>\n",
       "      <th>paprofile_favrate_pres</th>\n",
       "      <th>paprofile_presperf</th>\n",
       "      <th>paprofile_presperf_econ</th>\n",
       "      <th>paprofile_presperf_deficit</th>\n",
       "      <th>paprofile_presperf_healthc</th>\n",
       "      <th>paprofile_presperf_taxes</th>\n",
       "      <th>paprofile_presperf_educ</th>\n",
       "      <th>paprofile_presperf_forgnpol</th>\n",
       "      <th>paprofile_presperf_racerel</th>\n",
       "      <th>paprofile_presperf_envir</th>\n",
       "      <th>paprofile_presperf_immig</th>\n",
       "      <th>paprofile_presperf_terror</th>\n",
       "      <th>paprofile_presperf_afghan</th>\n",
       "      <th>paprofile_presperf_jobs</th>\n",
       "      <th>paprofile_presperf_energy</th>\n",
       "      <th>paprofile_prestime_forgnpol</th>\n",
       "      <th>paprofile_prestime_economic</th>\n",
       "      <th>paprofile_prestime_domestic</th>\n",
       "      <th>paprofile_prestime_homesec</th>\n",
       "      <th>paprofile_interestpolit</th>\n",
       "      <th>paprofile_freqpolit_work</th>\n",
       "      <th>paprofile_freqpolit_church</th>\n",
       "      <th>paprofile_freqpolit_friends</th>\n",
       "      <th>paprofile_freqpolit_family</th>\n",
       "      <th>paprofile_freqpolit_blog</th>\n",
       "      <th>paprofile_freqpolit_socmedia</th>\n",
       "      <th>paprofile_politinfo_radio</th>\n",
       "      <th>paprofile_politinfo_inetnews</th>\n",
       "      <th>paprofile_politinfo_prntnwsp</th>\n",
       "      <th>paprofile_politinfo_tv</th>\n",
       "      <th>paprofile_politinfo_mags</th>\n",
       "      <th>paprofile_politinfo_blogs</th>\n",
       "      <th>paprofile_politinfo_socmedia</th>\n",
       "      <th>paprofile_ancestry_1</th>\n",
       "      <th>paprofile_ancestry_2</th>\n",
       "      <th>paprofile_ancestry_3</th>\n",
       "      <th>paprofile_ancestry_4</th>\n",
       "      <th>paprofile_ancestry_5</th>\n",
       "      <th>paprofile_rlang_1</th>\n",
       "      <th>paprofile_rlang_2</th>\n",
       "      <th>paprofile_rlang_3</th>\n",
       "      <th>paprofile_otherslang_1</th>\n",
       "      <th>paprofile_otherslang_2</th>\n",
       "      <th>paprofile_otherslang_3</th>\n",
       "      <th>paprofile_borncit</th>\n",
       "      <th>paprofile_whencit</th>\n",
       "      <th>paprofile_priorcit</th>\n",
       "      <th>paprofile_multcit</th>\n",
       "      <th>paprofile_2ndcit</th>\n",
       "      <th>paprofile_orient_r</th>\n",
       "      <th>paprofile_orient_oth</th>\n",
       "      <th>paprofile_transgender</th>\n",
       "      <th>paprofile_unionmem</th>\n",
       "      <th>paprofile_aarp</th>\n",
       "      <th>paprofile_milit</th>\n",
       "      <th>paprofile_milit_family</th>\n",
       "      <th>paprofile_religion</th>\n",
       "      <th>paprofile_religionfull</th>\n",
       "      <th>paprofile_religion_oth</th>\n",
       "      <th>paprofile_bornagain</th>\n",
       "      <th>paprofile_jewish</th>\n",
       "      <th>paprofile_jewishparent</th>\n",
       "      <th>paprofile_attend</th>\n",
       "      <th>paprofile_orgservice</th>\n",
       "      <th>paprofile_orgveterans</th>\n",
       "      <th>paprofile_orgrelig</th>\n",
       "      <th>paprofile_orgsenior</th>\n",
       "      <th>paprofile_orgwomen</th>\n",
       "      <th>paprofile_orgpolitiss</th>\n",
       "      <th>paprofile_orgcivic</th>\n",
       "      <th>paprofile_orgschool</th>\n",
       "      <th>paprofile_orgyouth</th>\n",
       "      <th>paprofile_orgneighb</th>\n",
       "      <th>paprofile_orgethnic</th>\n",
       "      <th>paprofile_attendpta</th>\n",
       "      <th>paprofile_attendcommun</th>\n",
       "      <th>paprofile_donateblood</th>\n",
       "      <th>paprofile_givecharity</th>\n",
       "      <th>paprofile_workcharity</th>\n",
       "      <th>paprofile_rally</th>\n",
       "      <th>paprofile_govtoffic</th>\n",
       "      <th>paprofile_prescamp</th>\n",
       "      <th>paprofile_othcamp</th>\n",
       "      <th>paprofile_moneyprescamp</th>\n",
       "      <th>paprofile_moneyothcamp</th>\n",
       "      <th>paprofile_workcommuniss</th>\n",
       "      <th>paprofile_workcommbd</th>\n",
       "      <th>paprofile_lettertonewsp</th>\n",
       "      <th>paprofile_messagebd</th>\n",
       "      <th>paprofile_publicofc</th>\n",
       "      <th>paprofile_1stcamp</th>\n",
       "      <th>paprofile_active_teapty</th>\n",
       "      <th>paprofile_active_envir</th>\n",
       "      <th>paprofile_active_womrts</th>\n",
       "      <th>paprofile_active_equrts</th>\n",
       "      <th>paprofile_active_righttolife</th>\n",
       "      <th>paprofile_active_peace</th>\n",
       "      <th>paprofile_active_lgbt</th>\n",
       "      <th>paprofile_active_occupy</th>\n",
       "      <th>paprofile_recent_teapty</th>\n",
       "      <th>paprofile_recent_envir</th>\n",
       "      <th>paprofile_recent_womrts</th>\n",
       "      <th>paprofile_recent_equrts</th>\n",
       "      <th>paprofile_recent_righttolife</th>\n",
       "      <th>paprofile_recent_peace</th>\n",
       "      <th>paprofile_recent_lgbt</th>\n",
       "      <th>paprofile_recent_occupy</th>\n",
       "      <th>paprofile_moneyenvir</th>\n",
       "      <th>paprofile_timeenvir</th>\n",
       "      <th>paprofile_recyclepaper</th>\n",
       "      <th>paprofile_recyclecans</th>\n",
       "      <th>paprofile_recycleglass</th>\n",
       "      <th>paprofile_recycleplast</th>\n",
       "      <th>paprofile_prodrecycled</th>\n",
       "      <th>paprofile_energycut</th>\n",
       "      <th>paprofile_replacebulbs</th>\n",
       "      <th>paprofile_otherenvir</th>\n",
       "      <th>paprofile_engytaxcredit</th>\n",
       "      <th>paprofile_selfenvironlst</th>\n",
       "      <th>paprofile_hhguns</th>\n",
       "      <th>paprofile_pistol</th>\n",
       "      <th>paprofile_shotgun</th>\n",
       "      <th>paprofile_rifle</th>\n",
       "      <th>paprofile_othergun</th>\n",
       "      <th>paprofile_othergun_type</th>\n",
       "      <th>paprofile_personalgun</th>\n",
       "      <th>paprofile_comments</th>\n",
       "      <th>race2012_sen</th>\n",
       "      <th>race2012_gov</th>\n",
       "      <th>typerace2012_hse</th>\n",
       "      <th>typerace2012_sen</th>\n",
       "      <th>typerace2012_gov</th>\n",
       "      <th>cand_hse_dem_name</th>\n",
       "      <th>cand_hse_dem_gend</th>\n",
       "      <th>cand_hse_dem_code</th>\n",
       "      <th>cand_hse_rep_name</th>\n",
       "      <th>cand_hse_rep_gend</th>\n",
       "      <th>cand_hse_rep_code</th>\n",
       "      <th>cand_hse_oth_name</th>\n",
       "      <th>cand_hse_oth_gend</th>\n",
       "      <th>cand_hse_oth_code</th>\n",
       "      <th>cand_hse_oth_pty</th>\n",
       "      <th>cand_sen_dem_name</th>\n",
       "      <th>cand_sen_dem_gend</th>\n",
       "      <th>cand_sen_dem_code</th>\n",
       "      <th>cand_sen_rep_name</th>\n",
       "      <th>cand_sen_rep_gend</th>\n",
       "      <th>cand_sen_rep_code</th>\n",
       "      <th>cand_sen_oth_name</th>\n",
       "      <th>cand_sen_oth_gend</th>\n",
       "      <th>cand_sen_oth_code</th>\n",
       "      <th>cand_sen_oth_pty</th>\n",
       "      <th>sen_norace_srsen_name</th>\n",
       "      <th>sen_norace_srsen_pty</th>\n",
       "      <th>sen_norace_srsen_gend</th>\n",
       "      <th>sen_norace_srsen_code</th>\n",
       "      <th>sen_norace_jrsen_name</th>\n",
       "      <th>sen_norace_jrsen_pty</th>\n",
       "      <th>sen_norace_jrsen_gend</th>\n",
       "      <th>sen_norace_jrsen_code</th>\n",
       "      <th>sen_race_sennotup_name</th>\n",
       "      <th>sen_race_sennotup_pty</th>\n",
       "      <th>sen_race_sennotup_gend</th>\n",
       "      <th>sen_race_sennotup_code</th>\n",
       "      <th>cand_gov_dem_name</th>\n",
       "      <th>cand_gov_dem_gend</th>\n",
       "      <th>cand_gov_dem_code</th>\n",
       "      <th>cand_gov_rep_name</th>\n",
       "      <th>cand_gov_rep_gend</th>\n",
       "      <th>cand_gov_rep_code</th>\n",
       "      <th>cand_gov_oth_name</th>\n",
       "      <th>cand_gov_oth_gend</th>\n",
       "      <th>cand_gov_oth_code</th>\n",
       "      <th>cand_gov_oth_pty</th>\n",
       "      <th>hserep_before_electn_name</th>\n",
       "      <th>hserep_before_electn_pty</th>\n",
       "      <th>hserep_before_electn_gend</th>\n",
       "      <th>randordq_medsrc_tvprog_01</th>\n",
       "      <th>randordq_medsrc_tvprog_02</th>\n",
       "      <th>randordq_medsrc_tvprog_03</th>\n",
       "      <th>randordq_medsrc_tvprog_04</th>\n",
       "      <th>randordq_medsrc_tvprog_05</th>\n",
       "      <th>randordq_medsrc_tvprog_06</th>\n",
       "      <th>randordq_medsrc_tvprog_07</th>\n",
       "      <th>randordq_medsrc_tvprog_08</th>\n",
       "      <th>randordq_medsrc_tvprog_09</th>\n",
       "      <th>randordq_medsrc_tvprog_10</th>\n",
       "      <th>randordq_medsrc_tvprog_11</th>\n",
       "      <th>randordq_medsrc_tvprog_12</th>\n",
       "      <th>randordq_medsrc_tvprog_13</th>\n",
       "      <th>randordq_medsrc_tvprog_14</th>\n",
       "      <th>randordq_medsrc_tvprog_15</th>\n",
       "      <th>randordq_medsrc_tvprog_16</th>\n",
       "      <th>randordq_medsrc_tvprog_17</th>\n",
       "      <th>randordq_medsrc_tvprog_18</th>\n",
       "      <th>randordq_medsrc_tvprog_19</th>\n",
       "      <th>randordq_medsrc_tvprog_20</th>\n",
       "      <th>randordq_medsrc_tvprog_21</th>\n",
       "      <th>randordq_medsrc_tvprog_22</th>\n",
       "      <th>randordq_medsrc_tvprog_23</th>\n",
       "      <th>randordq_medsrc_tvprog_24</th>\n",
       "      <th>randordq_medsrc_tvprog_25</th>\n",
       "      <th>randordq_medsrc_tvprog_26</th>\n",
       "      <th>randordq_medsrc_tvprog_27</th>\n",
       "      <th>randordq_medsrc_tvprog_28</th>\n",
       "      <th>randordq_medsrc_tvprog_29</th>\n",
       "      <th>randordq_medsrc_tvprog_30</th>\n",
       "      <th>randordq_medsrc_tvprog_31</th>\n",
       "      <th>randordq_medsrc_tvprog_32</th>\n",
       "      <th>randordq_medsrc_tvprog_33</th>\n",
       "      <th>randordq_medsrc_tvprog_34</th>\n",
       "      <th>randordq_medsrc_tvprog_35</th>\n",
       "      <th>randordq_medsrc_tvprog_36</th>\n",
       "      <th>randordq_medsrc_tvprog_37</th>\n",
       "      <th>randordq_medsrc_tvprog_38</th>\n",
       "      <th>randordq_medsrc_tvprog_39</th>\n",
       "      <th>randordq_medsrc_tvprog_40</th>\n",
       "      <th>randordq_medsrc_tvprog_41</th>\n",
       "      <th>randordq_medsrc_tvprog_42</th>\n",
       "      <th>randordq_medsrc_tvprog_43</th>\n",
       "      <th>randordq_medsrc_tvprog_44</th>\n",
       "      <th>randordq_medsrc_tvprog_45</th>\n",
       "      <th>randordq_medsrc_tvprog_46</th>\n",
       "      <th>randordq_medsrc_tvprog_47</th>\n",
       "      <th>randordq_medsrc_tvprog_48</th>\n",
       "      <th>randordq_medsrc_tvprog_49</th>\n",
       "      <th>randordq_medsrc_tvprog_50</th>\n",
       "      <th>randordq_medsrc_tvprog_51</th>\n",
       "      <th>randordq_medsrc_tvprog_52</th>\n",
       "      <th>randordq_medsrc_tvprog_53</th>\n",
       "      <th>randordq_medsrc_tvprog_54</th>\n",
       "      <th>randordq_medsrc_tvprog_55</th>\n",
       "      <th>randordq_medsrc_tvprog_56</th>\n",
       "      <th>randordq_medsrc_tvprog_57</th>\n",
       "      <th>randordq_medsrc_tvprog_58</th>\n",
       "      <th>randordq_medsrc_tvprog_59</th>\n",
       "      <th>randordq_medsrc_tvprog_60</th>\n",
       "      <th>randordq_medsrc_tvprog_61</th>\n",
       "      <th>randordq_medsrc_tvprog_62</th>\n",
       "      <th>randordq_medsrc_tvprog_63</th>\n",
       "      <th>randordq_medsrc_tvprog_64</th>\n",
       "      <th>randord_medsrc_tvprog01_scrn</th>\n",
       "      <th>randord_medsrc_tvprog02_scrn</th>\n",
       "      <th>randord_medsrc_tvprog03_scrn</th>\n",
       "      <th>randord_medsrc_tvprog04_scrn</th>\n",
       "      <th>randord_medsrc_tvprog05_scrn</th>\n",
       "      <th>randord_medsrc_tvprog06_scrn</th>\n",
       "      <th>randord_medsrc_tvprog07_scrn</th>\n",
       "      <th>randord_medsrc_tvprog08_scrn</th>\n",
       "      <th>randord_medsrc_tvprog09_scrn</th>\n",
       "      <th>randord_medsrc_tvprog10_scrn</th>\n",
       "      <th>randord_medsrc_tvprog11_scrn</th>\n",
       "      <th>randord_medsrc_tvprog12_scrn</th>\n",
       "      <th>randord_medsrc_tvprog13_scrn</th>\n",
       "      <th>randord_medsrc_tvprog14_scrn</th>\n",
       "      <th>randord_medsrc_tvprog15_scrn</th>\n",
       "      <th>randord_medsrc_tvprog16_scrn</th>\n",
       "      <th>randord_medsrc_tvprog17_scrn</th>\n",
       "      <th>randord_medsrc_tvprog18_scrn</th>\n",
       "      <th>randord_medsrc_tvprog19_scrn</th>\n",
       "      <th>randord_medsrc_tvprog20_scrn</th>\n",
       "      <th>randord_medsrc_tvprog21_scrn</th>\n",
       "      <th>randord_medsrc_tvprog22_scrn</th>\n",
       "      <th>randord_medsrc_tvprog23_scrn</th>\n",
       "      <th>randord_medsrc_tvprog24_scrn</th>\n",
       "      <th>randord_medsrc_tvprog25_scrn</th>\n",
       "      <th>randord_medsrc_tvprog26_scrn</th>\n",
       "      <th>randord_medsrc_tvprog27_scrn</th>\n",
       "      <th>randord_medsrc_tvprog28_scrn</th>\n",
       "      <th>randord_medsrc_tvprog29_scrn</th>\n",
       "      <th>randord_medsrc_tvprog30_scrn</th>\n",
       "      <th>randord_medsrc_tvprog31_scrn</th>\n",
       "      <th>randord_medsrc_tvprog32_scrn</th>\n",
       "      <th>randord_medsrc_tvprog33_scrn</th>\n",
       "      <th>randord_medsrc_tvprog34_scrn</th>\n",
       "      <th>randord_medsrc_tvprog35_scrn</th>\n",
       "      <th>randord_medsrc_tvprog36_scrn</th>\n",
       "      <th>randord_medsrc_tvprog37_scrn</th>\n",
       "      <th>randord_medsrc_tvprog38_scrn</th>\n",
       "      <th>randord_medsrc_tvprog39_scrn</th>\n",
       "      <th>randord_medsrc_tvprog40_scrn</th>\n",
       "      <th>randord_medsrc_tvprog41_scrn</th>\n",
       "      <th>randord_medsrc_tvprog42_scrn</th>\n",
       "      <th>randord_medsrc_tvprog43_scrn</th>\n",
       "      <th>randord_medsrc_tvprog44_scrn</th>\n",
       "      <th>randord_medsrc_tvprog45_scrn</th>\n",
       "      <th>randord_medsrc_tvprog46_scrn</th>\n",
       "      <th>randord_medsrc_tvprog47_scrn</th>\n",
       "      <th>randord_medsrc_tvprog48_scrn</th>\n",
       "      <th>randord_medsrc_tvprog49_scrn</th>\n",
       "      <th>randord_medsrc_tvprog50_scrn</th>\n",
       "      <th>randord_medsrc_tvprog51_scrn</th>\n",
       "      <th>randord_medsrc_tvprog52_scrn</th>\n",
       "      <th>randord_medsrc_tvprog53_scrn</th>\n",
       "      <th>randord_medsrc_tvprog54_scrn</th>\n",
       "      <th>randord_medsrc_tvprog55_scrn</th>\n",
       "      <th>randord_medsrc_tvprog56_scrn</th>\n",
       "      <th>randord_medsrc_tvprog57_scrn</th>\n",
       "      <th>randord_medsrc_tvprog58_scrn</th>\n",
       "      <th>randord_medsrc_tvprog59_scrn</th>\n",
       "      <th>randord_medsrc_tvprog60_scrn</th>\n",
       "      <th>randord_medsrc_tvprog61_scrn</th>\n",
       "      <th>randord_medsrc_tvprog62_scrn</th>\n",
       "      <th>randord_medsrc_tvprog63_scrn</th>\n",
       "      <th>randord_medsrc_tvprog64_scrn</th>\n",
       "      <th>randordq_medsrc_radio_01</th>\n",
       "      <th>randordq_medsrc_radio_02</th>\n",
       "      <th>randordq_medsrc_radio_03</th>\n",
       "      <th>randordq_medsrc_radio_04</th>\n",
       "      <th>randordq_medsrc_radio_05</th>\n",
       "      <th>randordq_medsrc_radio_06</th>\n",
       "      <th>randordq_medsrc_radio_07</th>\n",
       "      <th>randordq_medsrc_radio_08</th>\n",
       "      <th>randordq_medsrc_radio_09</th>\n",
       "      <th>randordq_medsrc_radio_10</th>\n",
       "      <th>randordq_medsrc_radio_11</th>\n",
       "      <th>randordq_medsrc_radio_12</th>\n",
       "      <th>randordq_medsrc_radio_13</th>\n",
       "      <th>randordq_medsrc_radio_14</th>\n",
       "      <th>randordq_medsrc_radio_15</th>\n",
       "      <th>randordq_medsrc_websites_01</th>\n",
       "      <th>randordq_medsrc_websites_02</th>\n",
       "      <th>randordq_medsrc_websites_03</th>\n",
       "      <th>randordq_medsrc_websites_04</th>\n",
       "      <th>randordq_medsrc_websites_05</th>\n",
       "      <th>randordq_medsrc_websites_06</th>\n",
       "      <th>randordq_medsrc_websites_07</th>\n",
       "      <th>randordq_medsrc_websites_08</th>\n",
       "      <th>randordq_medsrc_websites_09</th>\n",
       "      <th>randordq_medsrc_websites_10</th>\n",
       "      <th>randordq_medsrc_websites_11</th>\n",
       "      <th>randordq_medsrc_websites_12</th>\n",
       "      <th>randordq_medsrc_websites_13</th>\n",
       "      <th>randordq_medsrc_websites_14</th>\n",
       "      <th>randordq_medsrc_websites_15</th>\n",
       "      <th>randordq_medsrc_newsp_01</th>\n",
       "      <th>randordq_medsrc_newsp_02</th>\n",
       "      <th>randordq_medsrc_newsp_03</th>\n",
       "      <th>randordq_medsrc_newsp_04</th>\n",
       "      <th>randordq_medsrc_newsp_05</th>\n",
       "      <th>randordq_medsrc_newsp_06</th>\n",
       "      <th>randordq_medsrc_newsp_07</th>\n",
       "      <th>randordq_medsrc_newsp_08</th>\n",
       "      <th>randordq_medsrc_newsp_09</th>\n",
       "      <th>randordq_medsrc_newsp_10</th>\n",
       "      <th>randordq_medsrc_newsp_11</th>\n",
       "      <th>randordq_medsrc_newsp_12</th>\n",
       "      <th>randordq_medsrc_newsp_13</th>\n",
       "      <th>randordq_medsrc_newsp_14</th>\n",
       "      <th>randordq_medsrc_newsp_15</th>\n",
       "      <th>randsplice_revisedstandard</th>\n",
       "      <th>randopts_fwdrev</th>\n",
       "      <th>randordq_cands_parties</th>\n",
       "      <th>randord_vote_ptynames</th>\n",
       "      <th>randordq_web_pretherms</th>\n",
       "      <th>randordq_affects</th>\n",
       "      <th>rand_place_likelypercent</th>\n",
       "      <th>randordq_ecblame_pres</th>\n",
       "      <th>randordq_ecblame_prevpres</th>\n",
       "      <th>randordq_ecblame_congdem</th>\n",
       "      <th>randordq_ecblame_congrep</th>\n",
       "      <th>randordq_ecblame_wallstr</th>\n",
       "      <th>randordq_ecblame_consumers</th>\n",
       "      <th>randordq_ecblame_lenders</th>\n",
       "      <th>randord_econperf_ptynames</th>\n",
       "      <th>randsplice_dutychoice</th>\n",
       "      <th>randord_pid_ptynames</th>\n",
       "      <th>randordq_trait_moral</th>\n",
       "      <th>randordq_trait_strong</th>\n",
       "      <th>randordq_trait_cares</th>\n",
       "      <th>randordq_trait_know</th>\n",
       "      <th>randordq_trait_intell</th>\n",
       "      <th>randordq_trait_honest</th>\n",
       "      <th>randsplice_fedspendtxt</th>\n",
       "      <th>randordq_fedspend_socsec</th>\n",
       "      <th>randordq_fedspend_pubsch</th>\n",
       "      <th>randordq_fedspend_scitech</th>\n",
       "      <th>randordq_fedspend_crime</th>\n",
       "      <th>randordq_fedspend_welfare</th>\n",
       "      <th>randordq_fedspend_child</th>\n",
       "      <th>randordq_fedspend_poor</th>\n",
       "      <th>randordq_fedspend_envir</th>\n",
       "      <th>randopts_pk_medicare</th>\n",
       "      <th>randopts_pk_spendleast</th>\n",
       "      <th>randord_womenperf_ptynames</th>\n",
       "      <th>randordq_ftf_thermpo_pcpcsp</th>\n",
       "      <th>randordq_web_thermpopc</th>\n",
       "      <th>randordq_web_thermpopcsp</th>\n",
       "      <th>randordq_thermpo_hscand</th>\n",
       "      <th>randordq_web_thermpo_sencand</th>\n",
       "      <th>randordq_web_thermpo_senatrs</th>\n",
       "      <th>randordq_web_thermpo_vpc</th>\n",
       "      <th>randordq_grptherm_xfund</th>\n",
       "      <th>randordq_grptherm_cath</th>\n",
       "      <th>randordq_grptherm_feminst</th>\n",
       "      <th>randordq_grptherm_fedgov</th>\n",
       "      <th>randordq_grptherm_lib</th>\n",
       "      <th>randordq_grptherm_midclass</th>\n",
       "      <th>randordq_grptherm_labor</th>\n",
       "      <th>randordq_grptherm_poor</th>\n",
       "      <th>randordq_grptherm_milit</th>\n",
       "      <th>randordq_grptherm_bigbusn</th>\n",
       "      <th>randordq_grptherm_welfare</th>\n",
       "      <th>randordq_grptherm_conserv</th>\n",
       "      <th>randordq_grptherm_wkclass</th>\n",
       "      <th>randordq_grptherm_suprct</th>\n",
       "      <th>randordq_grptherm_gaylesb</th>\n",
       "      <th>randordq_grptherm_congress</th>\n",
       "      <th>randordq_grptherm_rich</th>\n",
       "      <th>randordq_grptherm_muslim</th>\n",
       "      <th>randordq_grptherm_xtian</th>\n",
       "      <th>randordq_grptherm_atheist</th>\n",
       "      <th>randordq_grptherm_mormon</th>\n",
       "      <th>randordq_grptherm_teapty</th>\n",
       "      <th>randord_mip_ptynames</th>\n",
       "      <th>randordq_deficit_inctax</th>\n",
       "      <th>randordq_deficit_medvouch</th>\n",
       "      <th>randordq_deficit_corptax</th>\n",
       "      <th>randordq_deficit_cutmilit</th>\n",
       "      <th>randordq_deficit_fedemp</th>\n",
       "      <th>randordq_deficit_cutgovt</th>\n",
       "      <th>randordq_ftf_abort_pc</th>\n",
       "      <th>randordq_abort_healthnonfatl</th>\n",
       "      <th>randordq_abort_healthfatal</th>\n",
       "      <th>randordq_abort_incest</th>\n",
       "      <th>randordq_abort_rape</th>\n",
       "      <th>randordq_abort_defect</th>\n",
       "      <th>randordq_abort_financial</th>\n",
       "      <th>randordq_abort_gendpref</th>\n",
       "      <th>randord_factor_pcnamestxt</th>\n",
       "      <th>randordq_factor_rpcreligion</th>\n",
       "      <th>randordq_factor_dpcrace</th>\n",
       "      <th>randordq_factor_hcarelaw</th>\n",
       "      <th>randordq_factor_economy</th>\n",
       "      <th>randordq_factor_foreignpol</th>\n",
       "      <th>randordq_factor_dpcreligion</th>\n",
       "      <th>randordq_factor_rpcwealth</th>\n",
       "      <th>randordq_factor_dpcparty</th>\n",
       "      <th>randordq_factor_rpcparty</th>\n",
       "      <th>randopts_pk_secytreas</th>\n",
       "      <th>randopts_pk_pty2ndhse</th>\n",
       "      <th>randopts_pk_secyun</th>\n",
       "      <th>randordq_casitherm_asianam</th>\n",
       "      <th>randordq_casitherm_hisp</th>\n",
       "      <th>randordq_casitherm_black</th>\n",
       "      <th>randordq_casitherm_illegal</th>\n",
       "      <th>randordq_casitherm_white</th>\n",
       "      <th>randordq_stereogroups</th>\n",
       "      <th>randordq_discrim_black</th>\n",
       "      <th>randordq_discrim_hisp</th>\n",
       "      <th>randordq_discrim_white</th>\n",
       "      <th>randordq_discrim_gay</th>\n",
       "      <th>randordq_discrim_women</th>\n",
       "      <th>randordq_stereorelig</th>\n",
       "      <th>invited_inetrecontact2013</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2791</th>\n",
       "      <td>ANES2012TimeSeries_version20160504</td>\n",
       "      <td>3738.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.417</td>\n",
       "      <td>862.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes (pre-election and post-election intervi...</td>\n",
       "      <td>2. Internet mode</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>3. Not much interested</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes, voted</td>\n",
       "      <td>2. John mccain</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. One day</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. One day</td>\n",
       "      <td>5. None at all</td>\n",
       "      <td>2. Registered at a different address</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes, registered in [preload: hhcounty]</td>\n",
       "      <td>3. More than 5 years</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1.  text in name field</td>\n",
       "      <td>0. Not not registered in state in with party r...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No, didn't vote in primary or caucus</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Have not voted</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Only have card(s) for wrong district or hav...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>2. Wrong track</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>4. Disapprove not strongly</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>4. Disapprove not strongly</td>\n",
       "      <td>50.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. One family member</td>\n",
       "      <td>2. Worse</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>4. Somewhat worse</td>\n",
       "      <td>2. Worse</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>4. Somewhat worse</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Moderately</td>\n",
       "      <td>6. Oppose moderately</td>\n",
       "      <td>2. Very good</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Slightly conservative</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Extremely liberal</td>\n",
       "      <td>6. Conservative</td>\n",
       "      <td>2. Liberal</td>\n",
       "      <td>6. Conservative</td>\n",
       "      <td>1. Better when one party controls both</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>60.0</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>1. Larger</td>\n",
       "      <td>1. Much</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Much larger</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>5. Not at all</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. Bad</td>\n",
       "      <td>2. Stayed about the same</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Stayed about the same</td>\n",
       "      <td>2. Stay about the same</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Stay about the same</td>\n",
       "      <td>2. About the same</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. About the same</td>\n",
       "      <td>2. About the same</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>3. A moderate amount</td>\n",
       "      <td>3. A moderate amount</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>3. Not much difference between them</td>\n",
       "      <td>2. Don't care very much</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Will be close</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Will be close</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Mainly a choice</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Moderately strongly</td>\n",
       "      <td>6. Moderately strongly feel voting is a choice</td>\n",
       "      <td>1. Weaker</td>\n",
       "      <td>1. Agree</td>\n",
       "      <td>3. Independent</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Closer to Republican</td>\n",
       "      <td>5. Independent-Republican</td>\n",
       "      <td>3. Neither support nor oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Do not lean either way</td>\n",
       "      <td>4. Do not lean either way</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>2. Not worth it</td>\n",
       "      <td>3. Stayed about the same</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Govt should provide many more services</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3. Keep these rules about the same</td>\n",
       "      <td>1. Extremely important</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3. Allow unauthorized immigrants to remain in ...</td>\n",
       "      <td>3. Neither favor or oppose</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>7. Blacks should help themselves</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. A moderate amount</td>\n",
       "      <td>6. Oppose moderately</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. A moderate amount</td>\n",
       "      <td>6. Oppose moderately</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>2. Decreased</td>\n",
       "      <td>2. Decreased</td>\n",
       "      <td>2. Decreased</td>\n",
       "      <td>06. Not religious</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>05. Mormon</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>5. Never</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Run by a few big interests</td>\n",
       "      <td>1. Waste a lot</td>\n",
       "      <td>2. Most</td>\n",
       "      <td>3. About half the time</td>\n",
       "      <td>3. Not much</td>\n",
       "      <td>2. Stay about the same</td>\n",
       "      <td>2. Stay about the same</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>2. Fewer</td>\n",
       "      <td>2. Probably hasn't been happening</td>\n",
       "      <td>3. Neither good nor bad</td>\n",
       "      <td>3. About equally by human activity and natural...</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Gays and lesbians should be allowed to serve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Feel not strongly that gays and lesbians sh...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>3. There should be no legal recognition of a g...</td>\n",
       "      <td>1. By law, abortion should never be permitted.</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>3. No change</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>4. Slightly likely</td>\n",
       "      <td>1. Important</td>\n",
       "      <td>2. Quite a bit</td>\n",
       "      <td>03. A few times a week</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. The bible is the actual word of god and is ...</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. Almost every week</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Undifferentiated Christian</td>\n",
       "      <td>010. Protestant, NFS, other, unknown, inter-, ...</td>\n",
       "      <td>1. Protestant</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>22. Non-denominational - Protestant</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access text (not available thro...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1970.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>06. Age group 40-44</td>\n",
       "      <td>1. Married: spouse present</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>11. Associate degree in college - occupational...</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Some post-high-school, no bachelor's degree</td>\n",
       "      <td>09. High school graduate- high school diploma ...</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Graduation from high school</td>\n",
       "      <td>2. High school credential</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>10. Working now only</td>\n",
       "      <td>1. R working now (if also retired, disabled, h...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>1. Someone else</td>\n",
       "      <td>2. No</td>\n",
       "      <td>31.0</td>\n",
       "      <td>2. Fewer</td>\n",
       "      <td>1. Not at all</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Working class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Average [middle/working] class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>00. Not selected</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. White, non-Hispanic</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Both parents born in the U.S.</td>\n",
       "      <td>1. A U.S. State or D.C.</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>...</td>\n",
       "      <td>3. Not enrolled in school</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. One</td>\n",
       "      <td>2. R works part-time</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>20. Retail sales</td>\n",
       "      <td>16. Sales and related occupations</td>\n",
       "      <td>4. Sales and related occupations</td>\n",
       "      <td>6. 1000+</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>2. Someone else and I share the decisions for ...</td>\n",
       "      <td>1. English</td>\n",
       "      <td>2. Have gotten off on the wrong track</td>\n",
       "      <td>15. Federal deficit</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Yes, I am registered to vote at my present ...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. John mccain (Republican)</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Independent</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Republican party</td>\n",
       "      <td>3. Slightly liberal</td>\n",
       "      <td>1. Extremely liberal</td>\n",
       "      <td>4. Somewhat unfavorable</td>\n",
       "      <td>4. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Too much time</td>\n",
       "      <td>3. Not enough time</td>\n",
       "      <td>3. Not enough time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>4. Not at all interested</td>\n",
       "      <td>3. Hardly ever</td>\n",
       "      <td>3. Hardly ever</td>\n",
       "      <td>3. Hardly ever</td>\n",
       "      <td>3. Hardly ever</td>\n",
       "      <td>4. Never</td>\n",
       "      <td>4. Never</td>\n",
       "      <td>5. Less than once a month</td>\n",
       "      <td>5. Less than once a month</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>5. Less than once a month</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Born a U.S. Citizen</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. I am a citizen of only one country</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Heterosexual or straight</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>4. Other Christian</td>\n",
       "      <td>11. Other Christian</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. Once a week</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Senate race in state in 2012 elections</td>\n",
       "      <td>0. No governor race in state in 2012 elections</td>\n",
       "      <td>24. Republican incumbent running - unopposed</td>\n",
       "      <td>12. Democratic incumbent running - Republican ...</td>\n",
       "      <td>00. No gubernatorial race in state</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no Democratic House candidate; distr...</td>\n",
       "      <td>-1. Inap, no Democratic House candidate; distr...</td>\n",
       "      <td>William P. 'Bill' Huizenga</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>34. Republican House running incumbent</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td></td>\n",
       "      <td>Debbie Stabenow</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>3. Democratic Senate running incumbent</td>\n",
       "      <td>Peter 'Pete' Hoekstra</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>6. Republican Senate challenger</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>Carl Levin</td>\n",
       "      <td>1. Democratic</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>17. Democratic Senior Senator</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no Democratic gubernatorial candidat...</td>\n",
       "      <td>-1. Inap, no Democratic gubernatorial candidat...</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no Republican gubernatorial candidat...</td>\n",
       "      <td>-1. Inap, no Republican gubernatorial candidat...</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td></td>\n",
       "      <td>Justin Amash</td>\n",
       "      <td>2. Republican</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>1. Revised version of question(s)</td>\n",
       "      <td>2. Reverse order</td>\n",
       "      <td>2. Republican 1st, Democratic 2nd</td>\n",
       "      <td>1. Democratic names first in question texts, r...</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>3142.0</td>\n",
       "      <td>1. Late placement: how likely will vote; early...</td>\n",
       "      <td>4. 4th economic blame item</td>\n",
       "      <td>7. 7th economic blame item</td>\n",
       "      <td>3. 3rd economic blame item</td>\n",
       "      <td>2. 2nd economic blame item</td>\n",
       "      <td>5. 5th economic blame item</td>\n",
       "      <td>1. 1st economic blame item</td>\n",
       "      <td>6. 6th economic blame item</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>2. Question version with 'choice' first (quest...</td>\n",
       "      <td>2. Republican, Democrat</td>\n",
       "      <td>1. 1st presidential candidate trait</td>\n",
       "      <td>4. 4th presidential candidate trait</td>\n",
       "      <td>2. 2nd presidential candidate trait</td>\n",
       "      <td>6. 6th presidential candidate trait</td>\n",
       "      <td>5. 5th presidential candidate trait</td>\n",
       "      <td>3. 3rd presidential candidate trait</td>\n",
       "      <td>1. Federal spending wording: about the same</td>\n",
       "      <td>3. 3rd federal spending item</td>\n",
       "      <td>5. 5th federal spending item</td>\n",
       "      <td>4. 4th federal spending item</td>\n",
       "      <td>2. 2nd federal spending item</td>\n",
       "      <td>1. 1st federal spending item</td>\n",
       "      <td>7. 7th federal spending item</td>\n",
       "      <td>6. 6th federal spending item</td>\n",
       "      <td>8. 8th federal spending item</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>-1. Inap, Web randomization</td>\n",
       "      <td>2. Republican Pres cand 1st, Democratic Pres c...</td>\n",
       "      <td>1. Democratic Pres cand spouse 1st, Republican...</td>\n",
       "      <td>-1. Inap, district not determined (Web only)</td>\n",
       "      <td>-1. Inap, FTF (not randomized); no race in state</td>\n",
       "      <td>-1. Inap, FTF (not randomized); Senate race in...</td>\n",
       "      <td>2. Republican vice-pres cand 1st, Democratic v...</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>1. 1st deficit reduction item</td>\n",
       "      <td>6. 6th deficit reduction item</td>\n",
       "      <td>3. 3rd deficit reduction item</td>\n",
       "      <td>2. 2nd deficit reduction item</td>\n",
       "      <td>4. 4th deficit reduction item</td>\n",
       "      <td>5. 5th deficit reduction item</td>\n",
       "      <td>-1. Inap, Web randomization (order per randord...</td>\n",
       "      <td>2. 2nd abortion scenario</td>\n",
       "      <td>2. 2nd abortion scenario</td>\n",
       "      <td>5. 5th abortion scenario</td>\n",
       "      <td>1. 1st abortion scenario</td>\n",
       "      <td>4. 4th abortion scenario</td>\n",
       "      <td>7. 7th abortion scenario</td>\n",
       "      <td>6. 6th abortion scenario</td>\n",
       "      <td>1. Democratic first in question text</td>\n",
       "      <td>6. 6th preference/aversion factor</td>\n",
       "      <td>8. 8th preference/aversion factor</td>\n",
       "      <td>2. 2nd preference/aversion factor</td>\n",
       "      <td>9. 9th preference/aversion factor</td>\n",
       "      <td>3. 3rd preference/aversion factor</td>\n",
       "      <td>1. 1st preference/aversion factor</td>\n",
       "      <td>5. 5th preference/aversion factor</td>\n",
       "      <td>4. 4th preference/aversion factor</td>\n",
       "      <td>7. 7th preference/aversion factor</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>1. 1st CASI/Web group thermometer</td>\n",
       "      <td>2. 2nd CASI/Web group thermometer</td>\n",
       "      <td>3. 3rd CASI/Web group thermometer</td>\n",
       "      <td>5. 5th CASI/Web group thermometer</td>\n",
       "      <td>4. 4th CASI/Web group thermometer</td>\n",
       "      <td>213. Order: 2 (Hispanics), 1 (Blacks), 3 (Asians)</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>4321. Order: 4 (Mormons), 3 (Muslims), 2 (Prot...</td>\n",
       "      <td>1. Invited (Web only)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3326</th>\n",
       "      <td>ANES2012TimeSeries_version20160504</td>\n",
       "      <td>4273.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.328</td>\n",
       "      <td>0.328</td>\n",
       "      <td>1397.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes (pre-election and post-election intervi...</td>\n",
       "      <td>2. Internet mode</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>2. Somewhat interested</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. No, didn't vote</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>7. Seven days</td>\n",
       "      <td>3. A moderate amount</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Registered at this address</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. 0-1 years</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1.  text in name field</td>\n",
       "      <td>0. Not not registered in state in with party r...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No, didn't vote in primary or caucus</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Have not voted</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes, have [blue/pink] color ballot card for...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Strong</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. [preload: dem_hsename]</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. [preload: dem_senname]</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. [preload: dem_govname]</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>1. Right direction</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>4. Four family members</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Favor a great deal</td>\n",
       "      <td>2. Very good</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>3. About half the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Liberal</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>4. Moderate; middle of the road</td>\n",
       "      <td>7. Extremely conservative</td>\n",
       "      <td>4. Moderate; middle of the road</td>\n",
       "      <td>7. Extremely conservative</td>\n",
       "      <td>2. Better when control is split</td>\n",
       "      <td>1. Extremely likely</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>1. Larger</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Somewhat larger</td>\n",
       "      <td>4. Disagree somewhat</td>\n",
       "      <td>3. Neither agree nor disagree</td>\n",
       "      <td>4. Disagree somewhat</td>\n",
       "      <td>5. Disagree strongly</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Neither good nor bad</td>\n",
       "      <td>1. Gotten better</td>\n",
       "      <td>1. Much</td>\n",
       "      <td>1. Much better</td>\n",
       "      <td>1. Get better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>3. Less</td>\n",
       "      <td>3. A moderate amount</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>3. A moderate amount</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>2. A lot</td>\n",
       "      <td>2. A lot</td>\n",
       "      <td>1. Democrats</td>\n",
       "      <td>1. Care a good deal</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Win by quite a bit</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Will be close</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Mainly a choice</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Moderately strongly</td>\n",
       "      <td>6. Moderately strongly feel voting is a choice</td>\n",
       "      <td>2. Stayed about the same</td>\n",
       "      <td>2. Disagree</td>\n",
       "      <td>1. Democrat</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Strong</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Strong Democrat</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>1. Strong</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>7. Strong opposition</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>2. Very well</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>1. Worth it</td>\n",
       "      <td>3. Stayed about the same</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1. Govt should provide many fewer services</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1. Govt should provide many fewer services</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Govt should increase defense spending</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Govt should increase defense spending</td>\n",
       "      <td>1. Govt insurance plan</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Private insurance plan</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Private insurance plan</td>\n",
       "      <td>1. More difficult</td>\n",
       "      <td>5. Not importantat all</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Govt should let each person get ahead on own</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7. Govt should let each person get ahead on own</td>\n",
       "      <td>3. Allow unauthorized immigrants to remain in ...</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>3. Neither favor or oppose</td>\n",
       "      <td>1. Govt should help Blacks</td>\n",
       "      <td>2.0</td>\n",
       "      <td>7. Blacks should help themselves</td>\n",
       "      <td>1. Regulate business to protect the environmen...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>7. No regulation because it will not work and ...</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>4. Neither favor nor oppose</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>4. Neither favor nor oppose</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>02. Catholic</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>05. Mormon</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>2. For the benefit of all the people</td>\n",
       "      <td>2. Waste some</td>\n",
       "      <td>4. A few</td>\n",
       "      <td>2. Most of the time</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>1. Get better</td>\n",
       "      <td>3. Get worse</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>2. Fewer</td>\n",
       "      <td>1. Has probably been happening</td>\n",
       "      <td>2. Bad</td>\n",
       "      <td>1. Mostly by human activity</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Homosexuals should be allowed to serve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Feel strongly that homosexuals should be al...</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Gay and lesbian couples should be allowed t...</td>\n",
       "      <td>4. By law, a woman should always be able to ob...</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Disapprove strongly</td>\n",
       "      <td>1. More secure</td>\n",
       "      <td>100.0</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Not important</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>05. Never</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>3. The bible is a book written by men and is n...</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>8. Not religious</td>\n",
       "      <td>880. None (no religion)</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access text (not available thro...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1969.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>06. Age group 40-44</td>\n",
       "      <td>1. Married: spouse present</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>16. Doctorate degree (for example: phd, edd)</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Graduate degree</td>\n",
       "      <td>16. Doctorate degree (for example: phd, edd)</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Graduate degree</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>70. Homemaker, no other occupation</td>\n",
       "      <td>7. R homemaker (if also working, working &lt;20 h...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Middle class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Average [middle/working] class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>00. Not selected</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>5. Hispanic</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>3. Neither parent born in the U.S.</td>\n",
       "      <td>4. Another country {SPECIFY} [not codeable to ...</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>0. None</td>\n",
       "      <td>...</td>\n",
       "      <td>3. Not enrolled in school</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>1. English</td>\n",
       "      <td>1. Are generally going in the right direction</td>\n",
       "      <td>7. Jobs</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>4. Not sure</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Democrat</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Strong Democrat</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Liberal</td>\n",
       "      <td>4. Moderate, middle of the road</td>\n",
       "      <td>2. Somewhat favorable</td>\n",
       "      <td>2. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Somewhat interested</td>\n",
       "      <td>5. Does not apply</td>\n",
       "      <td>5. Does not apply</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>4. Never</td>\n",
       "      <td>1. A lot</td>\n",
       "      <td>3. Almost every week</td>\n",
       "      <td>1. Every day</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>2. Three times a week or more</td>\n",
       "      <td>4. One to three times a month</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>1. Every day</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. Naturalized U.S. Citizen</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. I am a citizen of more than one country</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Heterosexual or straight</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>5. None</td>\n",
       "      <td>13. None</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>1. Yes, definitely</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Senate race in state in 2012 elections</td>\n",
       "      <td>1. Governor race in state in 2012 elections</td>\n",
       "      <td>55. Open race - Democratic and Republican cand...</td>\n",
       "      <td>55. Open race - Democratic and Republican cand...</td>\n",
       "      <td>21. Republican incumbent running - Democratic ...</td>\n",
       "      <td>Pam Gulleson</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>31. Democratic candidate in open House race</td>\n",
       "      <td>Kevin Cramer</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>32. Republican candidate in open House race</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td></td>\n",
       "      <td>Heidi Heitkamp</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>1. Democratic candidate in open Senate race</td>\n",
       "      <td>Richard A. 'Rick' Berg</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>2. Republican candidate in open Senate race</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>John Hoeven</td>\n",
       "      <td>2. Republican</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>12. Republican junior Senator</td>\n",
       "      <td>Ryan M. Taylor</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>55. Democratic gubernatorial challenger</td>\n",
       "      <td>Jack Dalrymple</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>54. Republican gubernatorial running incumbent</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td></td>\n",
       "      <td>Rick Berg</td>\n",
       "      <td>2. Republican</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>4. Screen 4</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>2. Standard version of question(s)</td>\n",
       "      <td>1. Forward order</td>\n",
       "      <td>1. Democratic 1st, Republican 2nd</td>\n",
       "      <td>2. Republican names first in question texts, r...</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>4132.0</td>\n",
       "      <td>0. Early placement: how likely will vote; late...</td>\n",
       "      <td>5. 5th economic blame item</td>\n",
       "      <td>1. 1st economic blame item</td>\n",
       "      <td>4. 4th economic blame item</td>\n",
       "      <td>2. 2nd economic blame item</td>\n",
       "      <td>7. 7th economic blame item</td>\n",
       "      <td>3. 3rd economic blame item</td>\n",
       "      <td>6. 6th economic blame item</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>2. Question version with 'choice' first (quest...</td>\n",
       "      <td>1. Democrat, Republican</td>\n",
       "      <td>3. 3rd presidential candidate trait</td>\n",
       "      <td>6. 6th presidential candidate trait</td>\n",
       "      <td>2. 2nd presidential candidate trait</td>\n",
       "      <td>5. 5th presidential candidate trait</td>\n",
       "      <td>4. 4th presidential candidate trait</td>\n",
       "      <td>1. 1st presidential candidate trait</td>\n",
       "      <td>1. Federal spending wording: about the same</td>\n",
       "      <td>1. 1st federal spending item</td>\n",
       "      <td>2. 2nd federal spending item</td>\n",
       "      <td>6. 6th federal spending item</td>\n",
       "      <td>5. 5th federal spending item</td>\n",
       "      <td>7. 7th federal spending item</td>\n",
       "      <td>8. 8th federal spending item</td>\n",
       "      <td>3. 3rd federal spending item</td>\n",
       "      <td>4. 4th federal spending item</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>-1. Inap, Web randomization</td>\n",
       "      <td>1. Democratic Pres cand 1st, Republican Pres c...</td>\n",
       "      <td>2. Republican Pres cand spouse 1st, Democratic...</td>\n",
       "      <td>1. Democratic name 1st, if any (Dem House cand...</td>\n",
       "      <td>1. Democratic Senate cand (if any) 1st, Republ...</td>\n",
       "      <td>-1. Inap, FTF (not randomized); Senate race in...</td>\n",
       "      <td>1. Democratic vice-pres cand 1st, Republican v...</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>5. 5th deficit reduction item</td>\n",
       "      <td>6. 6th deficit reduction item</td>\n",
       "      <td>3. 3rd deficit reduction item</td>\n",
       "      <td>2. 2nd deficit reduction item</td>\n",
       "      <td>1. 1st deficit reduction item</td>\n",
       "      <td>4. 4th deficit reduction item</td>\n",
       "      <td>-1. Inap, Web randomization (order per randord...</td>\n",
       "      <td>1. 1st abortion scenario</td>\n",
       "      <td>1. 1st abortion scenario</td>\n",
       "      <td>6. 6th abortion scenario</td>\n",
       "      <td>4. 4th abortion scenario</td>\n",
       "      <td>3. 3rd abortion scenario</td>\n",
       "      <td>5. 5th abortion scenario</td>\n",
       "      <td>2. 2nd abortion scenario</td>\n",
       "      <td>2. Republican first in quesiton text</td>\n",
       "      <td>9. 9th preference/aversion factor</td>\n",
       "      <td>8. 8th preference/aversion factor</td>\n",
       "      <td>1. 1st preference/aversion factor</td>\n",
       "      <td>3. 3rd preference/aversion factor</td>\n",
       "      <td>5. 5th preference/aversion factor</td>\n",
       "      <td>7. 7th preference/aversion factor</td>\n",
       "      <td>4. 4th preference/aversion factor</td>\n",
       "      <td>2. 2nd preference/aversion factor</td>\n",
       "      <td>6. 6th preference/aversion factor</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>1. 1st CASI/Web group thermometer</td>\n",
       "      <td>2. 2nd CASI/Web group thermometer</td>\n",
       "      <td>4. 4th CASI/Web group thermometer</td>\n",
       "      <td>3. 3rd CASI/Web group thermometer</td>\n",
       "      <td>5. 5th CASI/Web group thermometer</td>\n",
       "      <td>231. Order: 2 (Hispanics), 3 (Asians), 1 (Blacks)</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>3214.0</td>\n",
       "      <td>1. Invited (Web only)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4079</th>\n",
       "      <td>ANES2012TimeSeries_version20160504</td>\n",
       "      <td>5027.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.971</td>\n",
       "      <td>2.971</td>\n",
       "      <td>2151.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes (pre-election and post-election intervi...</td>\n",
       "      <td>2. Internet mode</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. Somewhat interested</td>\n",
       "      <td>2. No</td>\n",
       "      <td>1. Yes, voted</td>\n",
       "      <td>5. Other {SPECIFY}</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Two days</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>0. None</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. One day</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>2. Registered at a different address</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes, registered in [preload: hhcounty]</td>\n",
       "      <td>3. More than 5 years</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1.  text in name field</td>\n",
       "      <td>0. Not not registered in state in with party r...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No, didn't vote in primary or caucus</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Have not voted</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Only have card(s) for wrong district or hav...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>5. Other candidate {SPECIFY}</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Not strong</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>81. Democrat</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>5. Other candidate {SPECIFY}</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>4. Disapprove not strongly</td>\n",
       "      <td>1. Right direction</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>5. Five or more family members</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>1. Much</td>\n",
       "      <td>1. Much better</td>\n",
       "      <td>2. No</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>4. Neither favor nor oppose</td>\n",
       "      <td>3. Good</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>3. Not at all</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>6. Conservative</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Slightly conservative</td>\n",
       "      <td>4. Moderate; middle of the road</td>\n",
       "      <td>5. Slightly conservative</td>\n",
       "      <td>4. Moderate; middle of the road</td>\n",
       "      <td>1. Better when one party controls both</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>100.0</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>3. Neither favor nor oppose</td>\n",
       "      <td>1. Larger</td>\n",
       "      <td>1. Much</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Much larger</td>\n",
       "      <td>4. Disagree somewhat</td>\n",
       "      <td>2. Agree somewhat</td>\n",
       "      <td>2. Agree somewhat</td>\n",
       "      <td>4. Disagree somewhat</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Good</td>\n",
       "      <td>1. Gotten better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>2. Stay about the same</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Stay about the same</td>\n",
       "      <td>1. Better</td>\n",
       "      <td>2. Somewhat</td>\n",
       "      <td>2. Somewhat better</td>\n",
       "      <td>2. About the same</td>\n",
       "      <td>5. Not at all</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>2. A lot</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>4. A little</td>\n",
       "      <td>1. Democrats</td>\n",
       "      <td>1. Care a good deal</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Will be close</td>\n",
       "      <td>1. [preload: dem_pcname]</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Will be close</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Mainly a duty</td>\n",
       "      <td>1. Very strongly</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Very strongly feel voting is a duty</td>\n",
       "      <td>3. Stronger</td>\n",
       "      <td>2. Disagree</td>\n",
       "      <td>1. Democrat</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Strong</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Strong Democrat</td>\n",
       "      <td>3. Neither support nor oppose</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Do not lean either way</td>\n",
       "      <td>4. Do not lean either way</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>2. Very well</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>2. Very well</td>\n",
       "      <td>1. Extremely well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>3. Moderately well</td>\n",
       "      <td>5. Not well at all</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>4. Slightly well</td>\n",
       "      <td>1. Worth it</td>\n",
       "      <td>2. Decreased</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1. Govt should provide many fewer services</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1. Govt should provide many fewer services</td>\n",
       "      <td>5.0</td>\n",
       "      <td>7. Govt should increase defense spending</td>\n",
       "      <td>6.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1. Govt insurance plan</td>\n",
       "      <td>7. Private insurance plan</td>\n",
       "      <td>1. Govt insurance plan</td>\n",
       "      <td>7. Private insurance plan</td>\n",
       "      <td>1. More difficult</td>\n",
       "      <td>4. Not too important</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3. Allow unauthorized immigrants to remain in ...</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>2. Oppose</td>\n",
       "      <td>-2. Haven't thought much about this</td>\n",
       "      <td>6.0</td>\n",
       "      <td>7. Blacks should help themselves</td>\n",
       "      <td>7. No regulation because it will not work and ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>1. A great deal</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Favor a great deal</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>2. A moderate amount</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Favor moderately</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>1. Increased</td>\n",
       "      <td>3. [kept about the same/ kept the same]</td>\n",
       "      <td>06. Not religious</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>06. Not religious</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Only some of the time</td>\n",
       "      <td>1. Run by a few big interests</td>\n",
       "      <td>1. Waste a lot</td>\n",
       "      <td>3. About half</td>\n",
       "      <td>4. Some of the time</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>2. Stay about the same</td>\n",
       "      <td>3. Get worse</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>3. The same number</td>\n",
       "      <td>1. Has probably been happening</td>\n",
       "      <td>2. Bad</td>\n",
       "      <td>1. Mostly by human activity</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>2. Not strongly</td>\n",
       "      <td>2. Approve not strongly</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Homosexuals should not be allowed to serve</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>5. Feel strongly that homosexuals should not b...</td>\n",
       "      <td>2. No</td>\n",
       "      <td>3. There should be no legal recognition of a g...</td>\n",
       "      <td>1. By law, abortion should never be permitted.</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Favor</td>\n",
       "      <td>1. Strongly</td>\n",
       "      <td>1. Approve strongly</td>\n",
       "      <td>3. No change</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Very likely</td>\n",
       "      <td>1. Important</td>\n",
       "      <td>2. Quite a bit</td>\n",
       "      <td>01. Several times a day</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. The bible is the actual word of god and is ...</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Every week</td>\n",
       "      <td>1. Once a week</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>5. Undifferentiated Christian</td>\n",
       "      <td>099. Christian, NFS, unknown, inter-, or non-d...</td>\n",
       "      <td>4. Other</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>10. Christian or just Christian</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access text (not available thro...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1960.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>08. Age group 50-54</td>\n",
       "      <td>1. Married: spouse present</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>08. 12th grade no diploma</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Less than high school credential</td>\n",
       "      <td>10. Some college but no degree</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>3. Some post-high-school, no bachelor's degree</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>70. Homemaker, no other occupation</td>\n",
       "      <td>7. R homemaker (if also working, working &lt;20 h...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-2. Text responses available in separate file;...</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Middle class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>1. Average [middle/working] class</td>\n",
       "      <td>-2. Text responses available in separate file</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>1. Selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>00. Not selected</td>\n",
       "      <td>0. Not selected by R</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. Black, non-Hispanic</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Both parents born in the U.S.</td>\n",
       "      <td>1. A U.S. State or D.C.</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>...</td>\n",
       "      <td>3. Not enrolled in school</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-6. Not asked, unit nonresponse</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>1. English</td>\n",
       "      <td>2. Have gotten off on the wrong track</td>\n",
       "      <td>4. Economy</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>4. Not sure</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>5. No preference</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>2. Democratic party</td>\n",
       "      <td>6. Conservative</td>\n",
       "      <td>4. Moderate, middle of the road</td>\n",
       "      <td>2. Somewhat favorable</td>\n",
       "      <td>3. Neither approve nor disapprove</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Disapprove</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>1. Approve</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>2. Right amount of time</td>\n",
       "      <td>3. Slightly interested</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>3. Hardly ever</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>2. Some</td>\n",
       "      <td>4. One to three times a month</td>\n",
       "      <td>5. Less than once a month</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>3. Almost every week</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>6. Never</td>\n",
       "      <td>5. Less than once a month</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Born a U.S. Citizen</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. I am a citizen of only one country</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Heterosexual or straight</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. No</td>\n",
       "      <td>4. Other Christian</td>\n",
       "      <td>11. Other Christian</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>2. Once a week</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>1. Yes</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>2. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>0. No</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>3. No</td>\n",
       "      <td>-9. Refused</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-3. Restricted access</td>\n",
       "      <td>1. Senate race in state in 2012 elections</td>\n",
       "      <td>0. No governor race in state in 2012 elections</td>\n",
       "      <td>21. Republican incumbent running - Democratic ...</td>\n",
       "      <td>55. Open race - Democratic and Republican cand...</td>\n",
       "      <td>00. No gubernatorial race in state</td>\n",
       "      <td>Kenneth D. Sanders</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>35. Democratic House challenger</td>\n",
       "      <td>Joe Linus Barton</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>34. Republican House running incumbent</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other House...</td>\n",
       "      <td></td>\n",
       "      <td>Paul Lindsey Sadler</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>1. Democratic candidate in open Senate race</td>\n",
       "      <td>Rafael Edward 'Ted' Cruz</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>2. Republican candidate in open Senate race</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other Senat...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>-1. Inap, Senate race in state</td>\n",
       "      <td>John Cornyn</td>\n",
       "      <td>2. Republican</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>12. Republican junior Senator</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no Democratic gubernatorial candidat...</td>\n",
       "      <td>-1. Inap, no Democratic gubernatorial candidat...</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no Republican gubernatorial candidat...</td>\n",
       "      <td>-1. Inap, no Republican gubernatorial candidat...</td>\n",
       "      <td></td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td>-1. Inap, no independent/3rd party/other guber...</td>\n",
       "      <td></td>\n",
       "      <td>Pete Sessions</td>\n",
       "      <td>2. Republican</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>3. Screen 3</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>1. Screen 1</td>\n",
       "      <td>2. Screen 2</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-1. Inapplicable</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-1. Inap, R did not select Web site(s) as medi...</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>-2. Available in future release</td>\n",
       "      <td>2. Standard version of question(s)</td>\n",
       "      <td>2. Reverse order</td>\n",
       "      <td>2. Republican 1st, Democratic 2nd</td>\n",
       "      <td>1. Democratic names first in question texts, r...</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>2143.0</td>\n",
       "      <td>1. Late placement: how likely will vote; early...</td>\n",
       "      <td>5. 5th economic blame item</td>\n",
       "      <td>6. 6th economic blame item</td>\n",
       "      <td>1. 1st economic blame item</td>\n",
       "      <td>2. 2nd economic blame item</td>\n",
       "      <td>4. 4th economic blame item</td>\n",
       "      <td>3. 3rd economic blame item</td>\n",
       "      <td>7. 7th economic blame item</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>2. Question version with 'choice' first (quest...</td>\n",
       "      <td>2. Republican, Democrat</td>\n",
       "      <td>6. 6th presidential candidate trait</td>\n",
       "      <td>3. 3rd presidential candidate trait</td>\n",
       "      <td>2. 2nd presidential candidate trait</td>\n",
       "      <td>1. 1st presidential candidate trait</td>\n",
       "      <td>5. 5th presidential candidate trait</td>\n",
       "      <td>4. 4th presidential candidate trait</td>\n",
       "      <td>1. Federal spending wording: about the same</td>\n",
       "      <td>1. 1st federal spending item</td>\n",
       "      <td>2. 2nd federal spending item</td>\n",
       "      <td>8. 8th federal spending item</td>\n",
       "      <td>4. 4th federal spending item</td>\n",
       "      <td>7. 7th federal spending item</td>\n",
       "      <td>6. 6th federal spending item</td>\n",
       "      <td>5. 5th federal spending item</td>\n",
       "      <td>3. 3rd federal spending item</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>-1. Inap, Web randomization</td>\n",
       "      <td>2. Republican Pres cand 1st, Democratic Pres c...</td>\n",
       "      <td>1. Democratic Pres cand spouse 1st, Republican...</td>\n",
       "      <td>-1. Inap, district not determined (Web only)</td>\n",
       "      <td>-1. Inap, FTF (not randomized); no race in state</td>\n",
       "      <td>-1. Inap, FTF (not randomized); Senate race in...</td>\n",
       "      <td>2. Republican vice-pres cand 1st, Democratic v...</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (not randomized)</td>\n",
       "      <td>-1. Inap, Web (same order as randordq_cands_pa...</td>\n",
       "      <td>4. 4th deficit reduction item</td>\n",
       "      <td>3. 3rd deficit reduction item</td>\n",
       "      <td>2. 2nd deficit reduction item</td>\n",
       "      <td>6. 6th deficit reduction item</td>\n",
       "      <td>1. 1st deficit reduction item</td>\n",
       "      <td>5. 5th deficit reduction item</td>\n",
       "      <td>-1. Inap, Web randomization (order per randord...</td>\n",
       "      <td>5. 5th abortion scenario</td>\n",
       "      <td>5. 5th abortion scenario</td>\n",
       "      <td>2. 2nd abortion scenario</td>\n",
       "      <td>4. 4th abortion scenario</td>\n",
       "      <td>3. 3rd abortion scenario</td>\n",
       "      <td>1. 1st abortion scenario</td>\n",
       "      <td>7. 7th abortion scenario</td>\n",
       "      <td>1. Democratic first in question text</td>\n",
       "      <td>3. 3rd preference/aversion factor</td>\n",
       "      <td>5. 5th preference/aversion factor</td>\n",
       "      <td>6. 6th preference/aversion factor</td>\n",
       "      <td>8. 8th preference/aversion factor</td>\n",
       "      <td>7. 7th preference/aversion factor</td>\n",
       "      <td>1. 1st preference/aversion factor</td>\n",
       "      <td>4. 4th preference/aversion factor</td>\n",
       "      <td>9. 9th preference/aversion factor</td>\n",
       "      <td>2. 2nd preference/aversion factor</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>2. 2nd CASI/Web group thermometer</td>\n",
       "      <td>5. 5th CASI/Web group thermometer</td>\n",
       "      <td>1. 1st CASI/Web group thermometer</td>\n",
       "      <td>3. 3rd CASI/Web group thermometer</td>\n",
       "      <td>4. 4th CASI/Web group thermometer</td>\n",
       "      <td>321. Order: 3 (Asians), 2 (Hispanics), 1 (Blacks)</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>-2. Missing</td>\n",
       "      <td>1432.0</td>\n",
       "      <td>0. Not invited (Web only)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3 rows × 2249 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 version  caseid  weight_ftf  weight_web  \\\n",
       "2791  ANES2012TimeSeries_version20160504  3738.0         0.0       0.417   \n",
       "3326  ANES2012TimeSeries_version20160504  4273.0         0.0       0.328   \n",
       "4079  ANES2012TimeSeries_version20160504  5027.0         0.0       2.971   \n",
       "\n",
       "      weight_full  psu_full  psu_ftf  strata_full  strata_ftf  \\\n",
       "2791        0.417     862.0      NaN         10.0         NaN   \n",
       "3326        0.328    1397.0      NaN         10.0         NaN   \n",
       "4079        2.971    2151.0      NaN         10.0         NaN   \n",
       "\n",
       "        ftf_oversample                                   wave_completions  \\\n",
       "2791  -1. Inapplicable  1. Yes (pre-election and post-election intervi...   \n",
       "3326  -1. Inapplicable  1. Yes (pre-election and post-election intervi...   \n",
       "4079  -1. Inapplicable  1. Yes (pre-election and post-election intervi...   \n",
       "\n",
       "                  mode      gend_gendobs gender_respondent_x  \\\n",
       "2791  2. Internet mode  -1. Inapplicable             1. Male   \n",
       "3326  2. Internet mode  -1. Inapplicable           2. Female   \n",
       "4079  2. Internet mode  -1. Inapplicable           2. Female   \n",
       "\n",
       "       interest_attention      interest_following interest_wherevote  \\\n",
       "2791  4. Some of the time  3. Not much interested             1. Yes   \n",
       "3326  2. Most of the time  2. Somewhat interested             1. Yes   \n",
       "4079  4. Some of the time  2. Somewhat interested              2. No   \n",
       "\n",
       "      interest_voted2008 interest_whovote2008  \\\n",
       "2791       1. Yes, voted       2. John mccain   \n",
       "3326  2. No, didn't vote     -1. Inapplicable   \n",
       "4079       1. Yes, voted   5. Other {SPECIFY}   \n",
       "\n",
       "                           interest_whovote2008_oth   prmedia_useinet  \\\n",
       "2791  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "\n",
       "     prmedia_wkinews       prmedia_atinews prmedia_wktvnws  prmedia_attvnews  \\\n",
       "2791      1. One day           4. A little         0. None  -1. Inapplicable   \n",
       "3326   7. Seven days  3. A moderate amount         0. None  -1. Inapplicable   \n",
       "4079         0. None      -1. Inapplicable     2. Two days       4. A little   \n",
       "\n",
       "     prmedia_wkpaprnws prmedia_atpprnews prmedia_wkrdnws  prmedia_atrdnews  \\\n",
       "2791           0. None  -1. Inapplicable      1. One day    5. None at all   \n",
       "3326           0. None  -1. Inapplicable         0. None  -1. Inapplicable   \n",
       "4079           0. None  -1. Inapplicable      1. One day       4. A little   \n",
       "\n",
       "                       prevote_regist_addr prevote_regist_noaddr  \\\n",
       "2791  2. Registered at a different address      -1. Inapplicable   \n",
       "3326         1. Registered at this address      -1. Inapplicable   \n",
       "4079  2. Registered at a different address      -1. Inapplicable   \n",
       "\n",
       "           prevote_reg prevote_reg_recordstate prevote_reg_recordcity  \\\n",
       "2791  -1. Inapplicable        -1. Inapplicable       -1. Inapplicable   \n",
       "3326  -1. Inapplicable        -1. Inapplicable       -1. Inapplicable   \n",
       "4079  -1. Inapplicable        -1. Inapplicable       -1. Inapplicable   \n",
       "\n",
       "     prevote_reg_state prevote_reg_samestate  \\\n",
       "2791  -1. Inapplicable      -1. Inapplicable   \n",
       "3326  -1. Inapplicable      -1. Inapplicable   \n",
       "4079  -1. Inapplicable      -1. Inapplicable   \n",
       "\n",
       "                              prevote_regincnty    prevote_regyrs3cat  \\\n",
       "2791  1. Yes, registered in [preload: hhcounty]  3. More than 5 years   \n",
       "3326                           -1. Inapplicable          1. 0-1 years   \n",
       "4079  1. Yes, registered in [preload: hhcounty]  3. More than 5 years   \n",
       "\n",
       "         prevote_regyrsfull         prevote_regname  \\\n",
       "2791  -3. Restricted access  1.  text in name field   \n",
       "3326  -3. Restricted access  1.  text in name field   \n",
       "4079  -3. Restricted access  1.  text in name field   \n",
       "\n",
       "                                   prevote_regpty_state    prevote_regpty  \\\n",
       "2791  0. Not not registered in state in with party r...  -1. Inapplicable   \n",
       "3326  0. Not not registered in state in with party r...  -1. Inapplicable   \n",
       "4079  0. Not not registered in state in with party r...  -1. Inapplicable   \n",
       "\n",
       "         prevote_regpty_oth    prevote_regint  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable   \n",
       "3326  -3. Restricted access  -1. Inapplicable   \n",
       "4079  -3. Restricted access  -1. Inapplicable   \n",
       "\n",
       "                                prevote_primv  prevote_primvwho  \\\n",
       "2791  2. No, didn't vote in primary or caucus  -1. Inapplicable   \n",
       "3326  2. No, didn't vote in primary or caucus  -1. Inapplicable   \n",
       "4079  2. No, didn't vote in primary or caucus  -1. Inapplicable   \n",
       "\n",
       "                               prevote_primvwho_oth      prevote_voted  \\\n",
       "2791  -2. Text responses available in separate file  2. Have not voted   \n",
       "3326  -2. Text responses available in separate file  2. Have not voted   \n",
       "4079  -2. Text responses available in separate file  2. Have not voted   \n",
       "\n",
       "         prevote_vconf   prevote_howvote  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                                        prevote_ckbcard prevote_ballot_color  \\\n",
       "2791  3. Only have card(s) for wrong district or hav...     -1. Inapplicable   \n",
       "3326  1. Yes, have [blue/pink] color ballot card for...     -1. Inapplicable   \n",
       "4079  3. Only have card(s) for wrong district or hav...     -1. Inapplicable   \n",
       "\n",
       "        prevote_presvt prevote_presvtwho  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                              prevote_presvtwho_oth   prevote_presstr  \\\n",
       "2791  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "\n",
       "                                  prevote_vtpresdec prevote_vtpresdec_dkrf  \\\n",
       "2791  -2. Text responses available in separate file       -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file       -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file       -1. Inapplicable   \n",
       "\n",
       "     prevote_intpres            prevote_intpreswho  \\\n",
       "2791           2. No              -1. Inapplicable   \n",
       "3326          1. Yes      1. [preload: dem_pcname]   \n",
       "4079          1. Yes  5. Other candidate {SPECIFY}   \n",
       "\n",
       "                             prevote_intpreswho_oth prevote_intpresst  \\\n",
       "2791  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file         1. Strong   \n",
       "4079  -2. Text responses available in separate file     2. Not strong   \n",
       "\n",
       "      prevote_prefpres prevote_prefprwho  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                              prevote_prefprwho_oth prevote_prefprstr  \\\n",
       "2791  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "\n",
       "        prevote_votehs    prevote_hsvtbc  prevote_hsvtnobc prevote_inths  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable         2. No   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable        1. Yes   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable        1. Yes   \n",
       "\n",
       "                prevote_inthsbc prevote_inthsnobc    prevote_hspref  \\\n",
       "2791           -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  1. [preload: dem_hsename]  -1. Inapplicable  -1. Inapplicable   \n",
       "4079           -1. Inapplicable      81. Democrat  -1. Inapplicable   \n",
       "\n",
       "      prevote_hsprefbc prevote_hsprefnobc prevote_senhhstate  \\\n",
       "2791  -1. Inapplicable   -1. Inapplicable   -1. Inapplicable   \n",
       "3326  -1. Inapplicable   -1. Inapplicable   -1. Inapplicable   \n",
       "4079  -1. Inapplicable   -1. Inapplicable   -1. Inapplicable   \n",
       "\n",
       "     prevote_senregstate   prevote_votesen   prevote_vtsenbc  \\\n",
       "2791    -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326    -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079    -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "     prevote_vtsennobc prevote_intsen              prevote_intsenbc  \\\n",
       "2791  -1. Inapplicable          2. No              -1. Inapplicable   \n",
       "3326  -1. Inapplicable         1. Yes     1. [preload: dem_senname]   \n",
       "4079  -1. Inapplicable         1. Yes  5. Other candidate {SPECIFY}   \n",
       "\n",
       "     prevote_intsennobc   prevote_senpref prevote_senprefbc  \\\n",
       "2791        -9. Refused  -1. Inapplicable  -1. Inapplicable   \n",
       "3326   -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079   -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "     prevote_senprefnobc prevote_govhhstate prevote_govregstate  \\\n",
       "2791    -1. Inapplicable   -1. Inapplicable    -1. Inapplicable   \n",
       "3326    -1. Inapplicable   -1. Inapplicable    -1. Inapplicable   \n",
       "4079    -1. Inapplicable   -1. Inapplicable    -1. Inapplicable   \n",
       "\n",
       "       prevote_votegov   prevote_vtgovbc prevote_vtgovnobc    prevote_intgov  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable            1. Yes   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "               prevote_intgovbc prevote_intgovnobc   prevote_govpref  \\\n",
       "2791           -1. Inapplicable   -1. Inapplicable  -1. Inapplicable   \n",
       "3326  1. [preload: dem_govname]   -1. Inapplicable  -1. Inapplicable   \n",
       "4079           -1. Inapplicable   -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "     prevote_govprefbc prevote_govprefnobc candlik_likedpc  \\\n",
       "2791  -1. Inapplicable    -1. Inapplicable           2. No   \n",
       "3326  -1. Inapplicable    -1. Inapplicable          1. Yes   \n",
       "4079  -1. Inapplicable    -1. Inapplicable          1. Yes   \n",
       "\n",
       "                                candlik_likewhatdpc candlik_disldpc  \\\n",
       "2791  -2. Text responses available in separate file           2. No   \n",
       "3326  -2. Text responses available in separate file           2. No   \n",
       "4079  -2. Text responses available in separate file          1. Yes   \n",
       "\n",
       "                                candlik_dislwhatdpc candlik_likerpc  \\\n",
       "2791  -2. Text responses available in separate file           2. No   \n",
       "3326  -2. Text responses available in separate file           2. No   \n",
       "4079  -2. Text responses available in separate file           2. No   \n",
       "\n",
       "                                candlik_likewhatrpc candlik_dislrpc  \\\n",
       "2791  -2. Text responses available in separate file           2. No   \n",
       "3326  -2. Text responses available in separate file          1. Yes   \n",
       "4079  -2. Text responses available in separate file          1. Yes   \n",
       "\n",
       "                                candlik_dislwhatrpc    congapp_job  \\\n",
       "2791  -2. Text responses available in separate file  2. Disapprove   \n",
       "3326  -2. Text responses available in separate file     1. Approve   \n",
       "4079  -2. Text responses available in separate file  2. Disapprove   \n",
       "\n",
       "        congapp_jobst               congapp_job_x       presapp_track  \\\n",
       "2791      1. Strongly      5. Disapprove strongly      2. Wrong track   \n",
       "3326  2. Not strongly     2. Approve not strongly  1. Right direction   \n",
       "4079  2. Not strongly  4. Disapprove not strongly  1. Right direction   \n",
       "\n",
       "        presapp_job   presapp_jobstr               presapp_job_x  \\\n",
       "2791  2. Disapprove  2. Not strongly  4. Disapprove not strongly   \n",
       "3326     1. Approve      1. Strongly         1. Approve strongly   \n",
       "4079     1. Approve  2. Not strongly     2. Approve not strongly   \n",
       "\n",
       "       presapp_econ  presapp_econstr           presapp_econ_x presapp_foreign  \\\n",
       "2791  2. Disapprove      1. Strongly   5. Disapprove strongly   2. Disapprove   \n",
       "3326     1. Approve  2. Not strongly  2. Approve not strongly      1. Approve   \n",
       "4079     1. Approve      1. Strongly      1. Approve strongly      1. Approve   \n",
       "\n",
       "     presapp_foreignstr        presapp_foreign_x presapp_health  \\\n",
       "2791        1. Strongly   5. Disapprove strongly  2. Disapprove   \n",
       "3326        1. Strongly      1. Approve strongly     1. Approve   \n",
       "4079    2. Not strongly  2. Approve not strongly     1. Approve   \n",
       "\n",
       "     presapp_healthstr         presapp_health_x    presapp_war  \\\n",
       "2791       1. Strongly   5. Disapprove strongly  2. Disapprove   \n",
       "3326       1. Strongly      1. Approve strongly     1. Approve   \n",
       "4079   2. Not strongly  2. Approve not strongly     1. Approve   \n",
       "\n",
       "       presapp_warstr               presapp_war_x ft_dpc ft_rpc ft_dvpc  \\\n",
       "2791  2. Not strongly  4. Disapprove not strongly   50.0   65.0    40.0   \n",
       "3326  2. Not strongly     2. Approve not strongly   90.0    0.0    80.0   \n",
       "4079  2. Not strongly     2. Approve not strongly   70.0    0.0    70.0   \n",
       "\n",
       "     ft_rvpc ft_hclinton ft_gwb ft_dem ft_rep ptylik_likdp  \\\n",
       "2791    70.0        10.0   70.0   45.0   60.0        2. No   \n",
       "3326     0.0        85.0    0.0   90.0    0.0        2. No   \n",
       "4079     0.0        60.0   70.0   70.0   15.0       1. Yes   \n",
       "\n",
       "                                     ptylik_lwhatdp ptylik_disldp  \\\n",
       "2791  -2. Text responses available in separate file         2. No   \n",
       "3326  -2. Text responses available in separate file         2. No   \n",
       "4079  -2. Text responses available in separate file        1. Yes   \n",
       "\n",
       "                                     ptylik_dwhatdp ptylik_likrp  \\\n",
       "2791  -2. Text responses available in separate file        2. No   \n",
       "3326  -2. Text responses available in separate file        2. No   \n",
       "4079  -2. Text responses available in separate file        2. No   \n",
       "\n",
       "                                     ptylik_lwhatrp ptylik_dislrp  \\\n",
       "2791  -2. Text responses available in separate file         2. No   \n",
       "3326  -2. Text responses available in separate file        1. Yes   \n",
       "4079  -2. Text responses available in separate file        1. Yes   \n",
       "\n",
       "                                     ptylik_dwhatrp  \\\n",
       "2791  -2. Text responses available in separate file   \n",
       "3326  -2. Text responses available in separate file   \n",
       "4079  -2. Text responses available in separate file   \n",
       "\n",
       "                      finance_finfam finance_finpast finance_finpastamt  \\\n",
       "2791            1. One family member        2. Worse        2. Somewhat   \n",
       "3326          4. Four family members       1. Better        2. Somewhat   \n",
       "4079  5. Five or more family members       1. Better        2. Somewhat   \n",
       "\n",
       "       finance_finpast_x finance_finnext finance_finnextamt  \\\n",
       "2791   4. Somewhat worse        2. Worse        2. Somewhat   \n",
       "3326  2. Somewhat better       1. Better        2. Somewhat   \n",
       "4079  2. Somewhat better       1. Better            1. Much   \n",
       "\n",
       "       finance_finnext_x health_insured               health_2010hcr  \\\n",
       "2791   4. Somewhat worse         1. Yes                    2. Oppose   \n",
       "3326  2. Somewhat better         1. Yes                     1. Favor   \n",
       "4079      1. Much better          2. No  3. Neither favor nor oppose   \n",
       "\n",
       "     health_2010hcrfav health_2010hcropp             health_2010hcr_x  \\\n",
       "2791  -1. Inapplicable     2. Moderately         6. Oppose moderately   \n",
       "3326   1. A great deal  -1. Inapplicable        1. Favor a great deal   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  4. Neither favor nor oppose   \n",
       "\n",
       "       health_self health_smoke   health_smokeamt candaff_angdpc  \\\n",
       "2791  2. Very good        2. No  -1. Inapplicable         1. Yes   \n",
       "3326  2. Very good        2. No  -1. Inapplicable          2. No   \n",
       "4079       3. Good       1. Yes     3. Not at all         1. Yes   \n",
       "\n",
       "        candaff_angdpcoft candaff_hpdpc        candaff_hpdpcoft  \\\n",
       "2791  4. Some of the time         2. No        -1. Inapplicable   \n",
       "3326     -1. Inapplicable        1. Yes  3. About half the time   \n",
       "4079  4. Some of the time        1. Yes     4. Some of the time   \n",
       "\n",
       "     candaff_afrdpc candaff_afrdpcoft candaff_prddpc    candaff_prddpcoft  \\\n",
       "2791          2. No  -1. Inapplicable          2. No     -1. Inapplicable   \n",
       "3326          2. No  -1. Inapplicable         1. Yes  2. Most of the time   \n",
       "4079          2. No  -1. Inapplicable         1. Yes  4. Some of the time   \n",
       "\n",
       "     candaff_angrpc    candaff_angrpcoft candaff_hprpc  candaff_hprpcoft  \\\n",
       "2791          2. No     -1. Inapplicable         2. No  -1. Inapplicable   \n",
       "3326         1. Yes  2. Most of the time         2. No  -1. Inapplicable   \n",
       "4079          2. No     -1. Inapplicable         2. No  -1. Inapplicable   \n",
       "\n",
       "     candaff_afrrpc    candaff_afrrpcoft candaff_prdrpc candaff_prdrpcoft  \\\n",
       "2791          2. No     -1. Inapplicable          2. No  -1. Inapplicable   \n",
       "3326         1. Yes  4. Some of the time          2. No  -1. Inapplicable   \n",
       "4079          2. No     -1. Inapplicable          2. No  -1. Inapplicable   \n",
       "\n",
       "                  libcpre_self    libcpre_choose  \\\n",
       "2791  5. Slightly conservative  -1. Inapplicable   \n",
       "3326                2. Liberal  -1. Inapplicable   \n",
       "4079           6. Conservative  -1. Inapplicable   \n",
       "\n",
       "                          libcpre_dpc                      libcpre_rpc  \\\n",
       "2791             1. Extremely liberal                  6. Conservative   \n",
       "3326  4. Moderate; middle of the road        7. Extremely conservative   \n",
       "4079         5. Slightly conservative  4. Moderate; middle of the road   \n",
       "\n",
       "                         libcpre_ptyd                     libcpre_ptyr  \\\n",
       "2791                       2. Liberal                  6. Conservative   \n",
       "3326  4. Moderate; middle of the road        7. Extremely conservative   \n",
       "4079         5. Slightly conservative  4. Moderate; middle of the road   \n",
       "\n",
       "                             divgov_splitgov  likelypct_howlikvt1  \\\n",
       "2791  1. Better when one party controls both     -1. Inapplicable   \n",
       "3326         2. Better when control is split  1. Extremely likely   \n",
       "4079  1. Better when one party controls both     -1. Inapplicable   \n",
       "\n",
       "     likelypct_whatpct1              campfin_limcorp  \\\n",
       "2791               60.0                     1. Favor   \n",
       "3326   -1. Inapplicable  3. Neither favor nor oppose   \n",
       "4079              100.0  3. Neither favor nor oppose   \n",
       "\n",
       "                   campfin_banads ineq_incgap ineq_gapmore      ineq_gapless  \\\n",
       "2791  3. Neither favor nor oppose   1. Larger      1. Much  -1. Inapplicable   \n",
       "3326  3. Neither favor nor oppose   1. Larger  2. Somewhat  -1. Inapplicable   \n",
       "4079  3. Neither favor nor oppose   1. Larger      1. Much  -1. Inapplicable   \n",
       "\n",
       "           ineq_incgap_x      effic_complicstd                   effic_undstd  \\\n",
       "2791      1. Much larger      -1. Inapplicable               -1. Inapplicable   \n",
       "3326  2. Somewhat larger  4. Disagree somewhat  3. Neither agree nor disagree   \n",
       "4079      1. Much larger  4. Disagree somewhat              2. Agree somewhat   \n",
       "\n",
       "             effic_carestd          effic_saystd     effic_complicrev  \\\n",
       "2791      -1. Inapplicable      -1. Inapplicable  2. Most of the time   \n",
       "3326  4. Disagree somewhat  5. Disagree strongly     -1. Inapplicable   \n",
       "4079     2. Agree somewhat  4. Disagree somewhat     -1. Inapplicable   \n",
       "\n",
       "          effic_undrev     effic_carerev      effic_sayrev  \\\n",
       "2791  4. Slightly well     5. Not at all       4. A little   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                   econ_ecnow               econ_ecpast    econ_ecpastamt  \\\n",
       "2791                   4. Bad  2. Stayed about the same  -1. Inapplicable   \n",
       "3326  3. Neither good nor bad          1. Gotten better           1. Much   \n",
       "4079                  2. Good          1. Gotten better       2. Somewhat   \n",
       "\n",
       "                 econ_ecpast_x             econ_ecnext    econ_ecnextamt  \\\n",
       "2791  3. Stayed about the same  2. Stay about the same  -1. Inapplicable   \n",
       "3326            1. Much better           1. Get better       2. Somewhat   \n",
       "4079        2. Somewhat better  2. Stay about the same  -1. Inapplicable   \n",
       "\n",
       "               econ_ecnext_x        econ_unpast       econ_unlast  \\\n",
       "2791  3. Stay about the same  2. About the same  -1. Inapplicable   \n",
       "3326      2. Somewhat better          1. Better       2. Somewhat   \n",
       "4079  3. Stay about the same          1. Better       2. Somewhat   \n",
       "\n",
       "           econ_unpast_x        econ_unnext          ecblame_pres  \\\n",
       "2791   3. About the same  2. About the same           4. A little   \n",
       "3326  2. Somewhat better            3. Less  3. A moderate amount   \n",
       "4079  2. Somewhat better  2. About the same         5. Not at all   \n",
       "\n",
       "         ecblame_fmpr           ecblame_dem      ecblame_rep  \\\n",
       "2791      4. A little           4. A little      4. A little   \n",
       "3326  1. A great deal  3. A moderate amount  1. A great deal   \n",
       "4079      4. A little           4. A little         2. A lot   \n",
       "\n",
       "              ecblame_bank          ecblame_cons     ecblame_lend  \\\n",
       "2791  3. A moderate amount  3. A moderate amount  1. A great deal   \n",
       "3326       1. A great deal              2. A lot         2. A lot   \n",
       "4079           4. A little           4. A little      4. A little   \n",
       "\n",
       "                          ptyperf_ptyecon             preswin_care  \\\n",
       "2791  3. Not much difference between them  2. Don't care very much   \n",
       "3326                         1. Democrats      1. Care a good deal   \n",
       "4079                         1. Democrats      1. Care a good deal   \n",
       "\n",
       "                   preswin_win                                preswin_win_oth  \\\n",
       "2791  1. [preload: dem_pcname]  -2. Text responses available in separate file   \n",
       "3326  1. [preload: dem_pcname]  -2. Text responses available in separate file   \n",
       "4079  1. [preload: dem_pcname]  -2. Text responses available in separate file   \n",
       "\n",
       "              preswin_close             preswin_state  \\\n",
       "2791       1. Will be close  1. [preload: dem_pcname]   \n",
       "3326  2. Win by quite a bit  1. [preload: dem_pcname]   \n",
       "4079       1. Will be close  1. [preload: dem_pcname]   \n",
       "\n",
       "                                  preswin_state_oth   preswin_closest  \\\n",
       "2791  -2. Text responses available in separate file  1. Will be close   \n",
       "3326  -2. Text responses available in separate file  1. Will be close   \n",
       "4079  -2. Text responses available in separate file  1. Will be close   \n",
       "\n",
       "     preswin_dutychoice  preswin_choiceduty    preswin_dutyst  \\\n",
       "2791   -1. Inapplicable  1. Mainly a choice  -1. Inapplicable   \n",
       "3326   -1. Inapplicable  1. Mainly a choice  -1. Inapplicable   \n",
       "4079   -1. Inapplicable    2. Mainly a duty  1. Very strongly   \n",
       "\n",
       "            preswin_choicest                            preswin_dutychoice_x  \\\n",
       "2791  2. Moderately strongly  6. Moderately strongly feel voting is a choice   \n",
       "3326  2. Moderately strongly  6. Moderately strongly feel voting is a choice   \n",
       "4079        -1. Inapplicable          1. Very strongly feel voting is a duty   \n",
       "\n",
       "              usworld_stronger usworld_stay        pid_self  \\\n",
       "2791                 1. Weaker     1. Agree  3. Independent   \n",
       "3326  2. Stayed about the same  2. Disagree     1. Democrat   \n",
       "4079               3. Stronger  2. Disagree     1. Democrat   \n",
       "\n",
       "               pid_self_oth        pid_strong                 pid_lean  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable  1. Closer to Republican   \n",
       "3326  -3. Restricted access         1. Strong         -1. Inapplicable   \n",
       "4079  -3. Restricted access         1. Strong         -1. Inapplicable   \n",
       "\n",
       "                          pid_x                       tea_supp  \\\n",
       "2791  5. Independent-Republican  3. Neither support nor oppose   \n",
       "3326         1. Strong Democrat                      2. Oppose   \n",
       "4079         1. Strong Democrat  3. Neither support nor oppose   \n",
       "\n",
       "           tea_suppstr                 tea_suppln                 tea_supp_x  \\\n",
       "2791  -1. Inapplicable  3. Do not lean either way  4. Do not lean either way   \n",
       "3326         1. Strong           -1. Inapplicable       7. Strong opposition   \n",
       "4079  -1. Inapplicable  3. Do not lean either way  4. Do not lean either way   \n",
       "\n",
       "         ctrait_dpcmoral      ctrait_dpclead      ctrait_dpccare  \\\n",
       "2791  5. Not well at all    4. Slightly well  5. Not well at all   \n",
       "3326   1. Extremely well  3. Moderately well        2. Very well   \n",
       "4079    4. Slightly well        2. Very well   1. Extremely well   \n",
       "\n",
       "         ctrait_dpcknow       ctrait_dpcint     ctrait_dpchonst  \\\n",
       "2791   4. Slightly well  3. Moderately well  5. Not well at all   \n",
       "3326  1. Extremely well   1. Extremely well   1. Extremely well   \n",
       "4079       2. Very well   1. Extremely well  3. Moderately well   \n",
       "\n",
       "         ctrait_rpcmoral      ctrait_rpclead      ctrait_rpccare  \\\n",
       "2791    4. Slightly well  3. Moderately well    4. Slightly well   \n",
       "3326  5. Not well at all  5. Not well at all  5. Not well at all   \n",
       "4079    4. Slightly well  3. Moderately well  5. Not well at all   \n",
       "\n",
       "          ctrait_rpcknow       ctrait_rpcint     ctrait_rpchonst  \\\n",
       "2791    4. Slightly well  3. Moderately well  3. Moderately well   \n",
       "3326  5. Not well at all  5. Not well at all  5. Not well at all   \n",
       "4079    4. Slightly well    4. Slightly well    4. Slightly well   \n",
       "\n",
       "          war_worthit                war_terror spsrvpr_ssself  \\\n",
       "2791  2. Not worth it  3. Stayed about the same            3.0   \n",
       "3326      1. Worth it  3. Stayed about the same            5.0   \n",
       "4079      1. Worth it              2. Decreased            5.0   \n",
       "\n",
       "                                  spsrvpr_ssdpc  \\\n",
       "2791  7. Govt should provide many more services   \n",
       "3326                                        5.0   \n",
       "4079                                        4.0   \n",
       "\n",
       "                                   spsrvpr_ssrpc spsrvpr_ssdem  \\\n",
       "2791                                         4.0           6.0   \n",
       "3326  1. Govt should provide many fewer services           5.0   \n",
       "4079  1. Govt should provide many fewer services           4.0   \n",
       "\n",
       "                                   spsrvpr_ssrep defsppr_self  \\\n",
       "2791                                         4.0          4.0   \n",
       "3326  1. Govt should provide many fewer services          3.0   \n",
       "4079  1. Govt should provide many fewer services          5.0   \n",
       "\n",
       "                                   defsppr_dpc  \\\n",
       "2791                                       4.0   \n",
       "3326                                       3.0   \n",
       "4079  7. Govt should increase defense spending   \n",
       "\n",
       "                                   defsppr_rpc defsppr_dem  \\\n",
       "2791                                       3.0         5.0   \n",
       "3326  7. Govt should increase defense spending         3.0   \n",
       "4079                                       6.0         5.0   \n",
       "\n",
       "                                   defsppr_rep             inspre_self  \\\n",
       "2791                                       4.0                     3.0   \n",
       "3326  7. Govt should increase defense spending  1. Govt insurance plan   \n",
       "4079                                       5.0                     5.0   \n",
       "\n",
       "                  inspre_dpc                 inspre_rpc  \\\n",
       "2791                     6.0                        6.0   \n",
       "3326                     3.0  7. Private insurance plan   \n",
       "4079  1. Govt insurance plan  7. Private insurance plan   \n",
       "\n",
       "                  inspre_dem                 inspre_rep  \\\n",
       "2791                     3.0                        6.0   \n",
       "3326                     3.0  7. Private insurance plan   \n",
       "4079  1. Govt insurance plan  7. Private insurance plan   \n",
       "\n",
       "                             gun_control          gun_importance guarpr_self  \\\n",
       "2791  3. Keep these rules about the same  1. Extremely important         6.0   \n",
       "3326                   1. More difficult  5. Not importantat all         4.0   \n",
       "4079                   1. More difficult    4. Not too important         4.0   \n",
       "\n",
       "     guarpr_dpc                                       guarpr_rpc guarpr_dem  \\\n",
       "2791        2.0                                              5.0        3.0   \n",
       "3326        3.0  7. Govt should let each person get ahead on own        3.0   \n",
       "4079        3.0                                              5.0        3.0   \n",
       "\n",
       "                                           guarpr_rep  \\\n",
       "2791                                              5.0   \n",
       "3326  7. Govt should let each person get ahead on own   \n",
       "4079                                              6.0   \n",
       "\n",
       "                                           immig_policy  \\\n",
       "2791  3. Allow unauthorized immigrants to remain in ...   \n",
       "3326  3. Allow unauthorized immigrants to remain in ...   \n",
       "4079  3. Allow unauthorized immigrants to remain in ...   \n",
       "\n",
       "                   immig_citizen                immig_checks  \\\n",
       "2791  3. Neither favor or oppose                   2. Oppose   \n",
       "3326                    1. Favor  3. Neither favor or oppose   \n",
       "4079                    1. Favor                   2. Oppose   \n",
       "\n",
       "                            aidblack_self aidblack_dpc  \\\n",
       "2791     7. Blacks should help themselves          2.0   \n",
       "3326           1. Govt should help Blacks          2.0   \n",
       "4079  -2. Haven't thought much about this          6.0   \n",
       "\n",
       "                          aidblack_rpc  \\\n",
       "2791                               4.0   \n",
       "3326  7. Blacks should help themselves   \n",
       "4079  7. Blacks should help themselves   \n",
       "\n",
       "                                            envjob_self envjob_dpc  \\\n",
       "2791                                                6.0        2.0   \n",
       "3326  1. Regulate business to protect the environmen...        2.0   \n",
       "4079  7. No regulation because it will not work and ...        4.0   \n",
       "\n",
       "                                             envjob_rpc  \\\n",
       "2791                                                4.0   \n",
       "3326  7. No regulation because it will not work and ...   \n",
       "4079                                                4.0   \n",
       "\n",
       "                           aa_uni         aa_unifav             aa_uniopp  \\\n",
       "2791                    2. Oppose  -1. Inapplicable  2. A moderate amount   \n",
       "3326  3. Neither favor nor oppose  -1. Inapplicable      -1. Inapplicable   \n",
       "4079                     1. Favor   1. A great deal      -1. Inapplicable   \n",
       "\n",
       "                         aa_uni_x                      aa_work  \\\n",
       "2791         6. Oppose moderately                    2. Oppose   \n",
       "3326  4. Neither favor nor oppose  3. Neither favor nor oppose   \n",
       "4079        1. Favor a great deal                     1. Favor   \n",
       "\n",
       "                aa_workfav            aa_workopp                    aa_work_x  \\\n",
       "2791      -1. Inapplicable  2. A moderate amount         6. Oppose moderately   \n",
       "3326      -1. Inapplicable      -1. Inapplicable  4. Neither favor nor oppose   \n",
       "4079  2. A moderate amount      -1. Inapplicable          2. Favor moderately   \n",
       "\n",
       "                                  fedspend_ss fedspend_schools  \\\n",
       "2791  3. [kept about the same/ kept the same]     1. Increased   \n",
       "3326                             1. Increased     1. Increased   \n",
       "4079                             1. Increased     1. Increased   \n",
       "\n",
       "                             fedspend_scitech  \\\n",
       "2791  3. [kept about the same/ kept the same]   \n",
       "3326                             1. Increased   \n",
       "4079  3. [kept about the same/ kept the same]   \n",
       "\n",
       "                               fedspend_crime  \\\n",
       "2791  3. [kept about the same/ kept the same]   \n",
       "3326  3. [kept about the same/ kept the same]   \n",
       "4079                             1. Increased   \n",
       "\n",
       "                             fedspend_welfare fedspend_child fedspend_poor  \\\n",
       "2791  3. [kept about the same/ kept the same]   2. Decreased  2. Decreased   \n",
       "3326  3. [kept about the same/ kept the same]   1. Increased  1. Increased   \n",
       "4079                             1. Increased   1. Increased  1. Increased   \n",
       "\n",
       "                              fedspend_enviro        candrel_dpc  \\\n",
       "2791                             2. Decreased  06. Not religious   \n",
       "3326                             1. Increased       02. Catholic   \n",
       "4079  3. [kept about the same/ kept the same]  06. Not religious   \n",
       "\n",
       "                                    candrel_dpc_oth        candrel_rpc  \\\n",
       "2791  -2. Text responses available in separate file         05. Mormon   \n",
       "3326  -2. Text responses available in separate file         05. Mormon   \n",
       "4079  -2. Text responses available in separate file  06. Not religious   \n",
       "\n",
       "                                    candrel_rpc_oth trustgov_trustgrev  \\\n",
       "2791  -2. Text responses available in separate file           5. Never   \n",
       "3326  -2. Text responses available in separate file   -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file   -1. Inapplicable   \n",
       "\n",
       "            trustgov_trustgstd                    trustgov_bigintrst  \\\n",
       "2791          -1. Inapplicable         1. Run by a few big interests   \n",
       "3326       2. Most of the time  2. For the benefit of all the people   \n",
       "4079  3. Only some of the time         1. Run by a few big interests   \n",
       "\n",
       "      trustgov_waste trustgov_corrpt            trust_social  \\\n",
       "2791  1. Waste a lot         2. Most  3. About half the time   \n",
       "3326   2. Waste some        4. A few     2. Most of the time   \n",
       "4079  1. Waste a lot   3. About half     4. Some of the time   \n",
       "\n",
       "     respons_elections           econcand_dwin           econcand_rwin  \\\n",
       "2791       3. Not much  2. Stay about the same  2. Stay about the same   \n",
       "3326           2. Some           1. Get better            3. Get worse   \n",
       "4079           2. Some  2. Stay about the same            3. Get worse   \n",
       "\n",
       "     envir_drill          envir_nuke                        envir_gwarm  \\\n",
       "2791    1. Favor            2. Fewer  2. Probably hasn't been happening   \n",
       "3326   2. Oppose            2. Fewer     1. Has probably been happening   \n",
       "4079    1. Favor  3. The same number     1. Has probably been happening   \n",
       "\n",
       "                 envir_gwgood  \\\n",
       "2791  3. Neither good nor bad   \n",
       "3326                   2. Bad   \n",
       "4079                   2. Bad   \n",
       "\n",
       "                                            envir_gwhow     gayrt_discrev  \\\n",
       "2791  3. About equally by human activity and natural...         2. Oppose   \n",
       "3326                        1. Mostly by human activity  -1. Inapplicable   \n",
       "4079                        1. Mostly by human activity  -1. Inapplicable   \n",
       "\n",
       "       gayrt_discstrev         gayrt_discrev_x     gayrt_discstd  \\\n",
       "2791       1. Strongly  5. Disapprove strongly  -1. Inapplicable   \n",
       "3326  -1. Inapplicable        -1. Inapplicable          1. Favor   \n",
       "4079  -1. Inapplicable        -1. Inapplicable          1. Favor   \n",
       "\n",
       "       gayrt_discststd          gayrt_discstd_x  \\\n",
       "2791  -1. Inapplicable         -1. Inapplicable   \n",
       "3326       1. Strongly      1. Approve strongly   \n",
       "4079   2. Not strongly  2. Approve not strongly   \n",
       "\n",
       "                                         gayrt_milrev    gayrt_milstrev  \\\n",
       "2791  1. Gays and lesbians should be allowed to serve   2. Not strongly   \n",
       "3326                                 -1. Inapplicable  -1. Inapplicable   \n",
       "4079                                 -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                                         gayrt_milrev_x  \\\n",
       "2791  2. Feel not strongly that gays and lesbians sh...   \n",
       "3326                                   -1. Inapplicable   \n",
       "4079                                   -1. Inapplicable   \n",
       "\n",
       "                                       gayrt_milstd    gayrt_milststd  \\\n",
       "2791                               -1. Inapplicable  -1. Inapplicable   \n",
       "3326      1. Homosexuals should be allowed to serve       1. Strongly   \n",
       "4079  2. Homosexuals should not be allowed to serve       1. Strongly   \n",
       "\n",
       "                                         gayrt_milstd_x gayrt_adopt  \\\n",
       "2791                                   -1. Inapplicable       2. No   \n",
       "3326  1. Feel strongly that homosexuals should be al...      1. Yes   \n",
       "4079  5. Feel strongly that homosexuals should not b...       2. No   \n",
       "\n",
       "                                            gayrt_marry  \\\n",
       "2791  3. There should be no legal recognition of a g...   \n",
       "3326  1. Gay and lesbian couples should be allowed t...   \n",
       "4079  3. There should be no legal recognition of a g...   \n",
       "\n",
       "                                        abortpre_4point  \\\n",
       "2791     1. By law, abortion should never be permitted.   \n",
       "3326  4. By law, a woman should always be able to ob...   \n",
       "4079     1. By law, abortion should never be permitted.   \n",
       "\n",
       "                                abortpre_4point_oth penalty_favdpen  \\\n",
       "2791  -2. Text responses available in separate file        1. Favor   \n",
       "3326  -2. Text responses available in separate file       2. Oppose   \n",
       "4079  -2. Text responses available in separate file        1. Favor   \n",
       "\n",
       "     penalty_dpenstr        penalty_favopp_x  presadm_secure  \\\n",
       "2791     1. Strongly     1. Approve strongly    3. No change   \n",
       "3326     1. Strongly  5. Disapprove strongly  1. More secure   \n",
       "4079     1. Strongly     1. Approve strongly    3. No change   \n",
       "\n",
       "     pctlikely_whatpct2 pctlikely_howlikvt2      relig_import  \\\n",
       "2791   -1. Inapplicable  4. Slightly likely      1. Important   \n",
       "3326              100.0    -1. Inapplicable  2. Not important   \n",
       "4079   -1. Inapplicable      2. Very likely      1. Important   \n",
       "\n",
       "           relig_guide               relig_pray  \\\n",
       "2791    2. Quite a bit   03. A few times a week   \n",
       "3326  -1. Inapplicable                05. Never   \n",
       "4079    2. Quite a bit  01. Several times a day   \n",
       "\n",
       "                                     relig_pray_oth  \\\n",
       "2791  -2. Text responses available in separate file   \n",
       "3326  -2. Text responses available in separate file   \n",
       "4079  -2. Text responses available in separate file   \n",
       "\n",
       "                                          relig_wordgod  \\\n",
       "2791  1. The bible is the actual word of god and is ...   \n",
       "3326  3. The bible is a book written by men and is n...   \n",
       "4079  1. The bible is the actual word of god and is ...   \n",
       "\n",
       "                                  relig_wordgod_oth relig_church  \\\n",
       "2791  -2. Text responses available in separate file       1. Yes   \n",
       "3326  -2. Text responses available in separate file        2. No   \n",
       "4079  -2. Text responses available in separate file       1. Yes   \n",
       "\n",
       "           relig_churchoft    relig_churchwk    relig_chmember  \\\n",
       "2791  2. Almost every week  -1. Inapplicable  -1. Inapplicable   \n",
       "3326      -1. Inapplicable  -1. Inapplicable             2. No   \n",
       "4079         1. Every week    1. Once a week  -1. Inapplicable   \n",
       "\n",
       "                       relig_7cat_x  \\\n",
       "2791  5. Undifferentiated Christian   \n",
       "3326               8. Not religious   \n",
       "4079  5. Undifferentiated Christian   \n",
       "\n",
       "                                    relig_mastersummary       relig_group  \\\n",
       "2791  010. Protestant, NFS, other, unknown, inter-, ...     1. Protestant   \n",
       "3326                            880. None (no religion)  -1. Inapplicable   \n",
       "4079  099. Christian, NFS, unknown, inter-, or non-d...          4. Other   \n",
       "\n",
       "         relig_groupna                          relig_denom        relig_bapt  \\\n",
       "2791  -1. Inapplicable  22. Non-denominational - Protestant  -1. Inapplicable   \n",
       "3326  -1. Inapplicable                     -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable      10. Christian or just Christian  -1. Inapplicable   \n",
       "\n",
       "         relig_indbapt        relig_luth        relig_meth       relig_presb  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "           relig_refrm      relig_brethr       relig_discp     relig_chchrst  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "           relig_chgod                                         relig_pent  \\\n",
       "2791  -1. Inapplicable  -3. Restricted access text (not available thro...   \n",
       "3326  -1. Inapplicable  -3. Restricted access text (not available thro...   \n",
       "4079  -1. Inapplicable  -3. Restricted access text (not available thro...   \n",
       "\n",
       "        relig_denother     relig_othxian     relig_jewisha    relig_jewishna  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "         relig_bornagn   relig_ident_1st   relig_ident_2nd   relig_ident_3rd  \\\n",
       "2791            1. Yes  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079            1. Yes  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "     relig_religident_prog relig_religident_nontrad relig_religident_secular  \\\n",
       "2791      1. Selected by R     0. Not selected by R     0. Not selected by R   \n",
       "3326  0. Not selected by R     0. Not selected by R     0. Not selected by R   \n",
       "4079  0. Not selected by R     0. Not selected by R     0. Not selected by R   \n",
       "\n",
       "     relig_religident_agnostic relig_religident_atheist  \\\n",
       "2791      0. Not selected by R     0. Not selected by R   \n",
       "3326      0. Not selected by R         1. Selected by R   \n",
       "4079      0. Not selected by R     0. Not selected by R   \n",
       "\n",
       "     relig_religident_spiritual relig_religident_none relig_religident_dkrf  \\\n",
       "2791       0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326       0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "4079       0. Not selected by R      1. Selected by R  0. Not selected by R   \n",
       "\n",
       "                dem_birthmo            dem_birthdy dem_birthyr dem_age_r_x  \\\n",
       "2791  -3. Restricted access  -3. Restricted access      1970.0        42.0   \n",
       "3326  -3. Restricted access  -3. Restricted access      1969.0        43.0   \n",
       "4079  -3. Restricted access  -3. Restricted access      1960.0        52.0   \n",
       "\n",
       "      dem_agegrp_iwdate_x                 dem_marital       dem_partner  \\\n",
       "2791  06. Age group 40-44  1. Married: spouse present  -1. Inapplicable   \n",
       "3326  06. Age group 40-44  1. Married: spouse present  -1. Inapplicable   \n",
       "4079  08. Age group 50-54  1. Married: spouse present  -1. Inapplicable   \n",
       "\n",
       "                                                dem_edu  \\\n",
       "2791  11. Associate degree in college - occupational...   \n",
       "3326       16. Doctorate degree (for example: phd, edd)   \n",
       "4079                          08. 12th grade no diploma   \n",
       "\n",
       "                dem_edu_oth        dem_dipged  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable   \n",
       "3326  -3. Restricted access  -1. Inapplicable   \n",
       "4079  -3. Restricted access  -1. Inapplicable   \n",
       "\n",
       "                                      dem_edugroup_x  \\\n",
       "2791  3. Some post-high-school, no bachelor's degree   \n",
       "3326                              5. Graduate degree   \n",
       "4079             1. Less than high school credential   \n",
       "\n",
       "                                              dem_edusp  \\\n",
       "2791  09. High school graduate- high school diploma ...   \n",
       "3326       16. Doctorate degree (for example: phd, edd)   \n",
       "4079                     10. Some college but no degree   \n",
       "\n",
       "              dem_edusp_oth                    dem_dipgedsp  \\\n",
       "2791  -3. Restricted access  1. Graduation from high school   \n",
       "3326  -3. Restricted access                -1. Inapplicable   \n",
       "4079  -3. Restricted access                -1. Inapplicable   \n",
       "\n",
       "                                    dem_eduspgroup_x dem_veteran  \\\n",
       "2791                       2. High school credential       2. No   \n",
       "3326                              5. Graduate degree       2. No   \n",
       "4079  3. Some post-high-school, no bachelor's degree       2. No   \n",
       "\n",
       "       dem_milwhen_1st   dem_milwhen_2nd   dem_milwhen_3rd   dem_milwhen_4th  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "                 dem_milnow   dem_emptype_1st   dem_emptype_2nd  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "       dem_emptype_3rd   dem_emptype_4th      dem_emptype_work  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable      1. Selected by R   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  0. Not selected by R   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  0. Not selected by R   \n",
       "\n",
       "        dem_emptype_layoff     dem_emptype_unemp    dem_emptype_retire  \\\n",
       "2791  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "4079  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "\n",
       "      dem_emptype_disabled    dem_emptype_hmaker   dem_emptype_student  \\\n",
       "2791  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326  0. Not selected by R      1. Selected by R  0. Not selected by R   \n",
       "4079  0. Not selected by R      1. Selected by R  0. Not selected by R   \n",
       "\n",
       "          dem_emptype_dkrf           dem_empstatus_2digitfin_x  \\\n",
       "2791  0. Not selected by R                10. Working now only   \n",
       "3326  0. Not selected by R  70. Homemaker, no other occupation   \n",
       "4079  0. Not selected by R  70. Homemaker, no other occupation   \n",
       "\n",
       "                              dem_empstatus_1digitfin_x dem_empstatus_initial  \\\n",
       "2791  1. R working now (if also retired, disabled, h...      -1. Inapplicable   \n",
       "3326  7. R homemaker (if also working, working <20 h...      -1. Inapplicable   \n",
       "4079  7. R homemaker (if also working, working <20 h...      -1. Inapplicable   \n",
       "\n",
       "           dem_hsworkg      dem_hsjob6mo           dem_retiremo  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -3. Restricted access   \n",
       "3326             2. No             2. No  -3. Restricted access   \n",
       "4079             2. No             2. No  -3. Restricted access   \n",
       "\n",
       "               dem_retiredy      dem_retireyr dem_retireperiod_x  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable   -1. Inapplicable   \n",
       "3326  -3. Restricted access  -1. Inapplicable   -1. Inapplicable   \n",
       "4079  -3. Restricted access  -1. Inapplicable   -1. Inapplicable   \n",
       "\n",
       "            dem_everwk                                        dem_occpast  \\\n",
       "2791  -1. Inapplicable  -2. Text responses available in separate file;...   \n",
       "3326  -1. Inapplicable  -2. Text responses available in separate file;...   \n",
       "4079  -1. Inapplicable  -2. Text responses available in separate file;...   \n",
       "\n",
       "                                            dem_indpast      dem_semplpst  \\\n",
       "2791  -2. Text responses available in separate file;...  -1. Inapplicable   \n",
       "3326  -2. Text responses available in separate file;...  -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file;...  -1. Inapplicable   \n",
       "\n",
       "         dem_empgovpst     dem_rdjob6mon     dem_hrsrecent       dem_rdworkg  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "            dem_lookwk       dem_findjob  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable   \n",
       "3326             2. No  -1. Inapplicable   \n",
       "4079             2. No  -1. Inapplicable   \n",
       "\n",
       "                                             dem_occnow  \\\n",
       "2791  -2. Text responses available in separate file;...   \n",
       "3326  -2. Text responses available in separate file;...   \n",
       "4079  -2. Text responses available in separate file;...   \n",
       "\n",
       "                                             dem_indnow      dem_semplnow  \\\n",
       "2791  -2. Text responses available in separate file;...   1. Someone else   \n",
       "3326  -2. Text responses available in separate file;...  -1. Inapplicable   \n",
       "4079  -2. Text responses available in separate file;...  -1. Inapplicable   \n",
       "\n",
       "         dem_empgovnow        dem_hrsnow      dem_okhrsnow       dem_losejob  \\\n",
       "2791             2. No              31.0          2. Fewer     1. Not at all   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "           dem_offwork     dem_hrsreduce dem_emptypesp_1st dem_emptypesp_2nd  \\\n",
       "2791             2. No             2. No  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "     dem_emptypesp_3rd dem_emptypesp_4th dem_emptypesp_work  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable   1. Selected by R   \n",
       "3326  -1. Inapplicable  -1. Inapplicable   1. Selected by R   \n",
       "4079  -1. Inapplicable  -1. Inapplicable   1. Selected by R   \n",
       "\n",
       "      dem_emptypesp_layoff   dem_emptypesp_unemp  dem_emptypesp_retire  \\\n",
       "2791  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "4079  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "\n",
       "     dem_emptypesp_disabled  dem_emptypesp_hmaker dem_emptypesp_student  \\\n",
       "2791   0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326   0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "4079   0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "\n",
       "        dem_emptypesp_dkrf                                      dem_csesjobsp  \\\n",
       "2791  0. Not selected by R  -2. Text responses available in separate file;...   \n",
       "3326  0. Not selected by R  -2. Text responses available in separate file;...   \n",
       "4079  0. Not selected by R  -2. Text responses available in separate file;...   \n",
       "\n",
       "     dem_unionhh  dem_unionwho_1st  dem_unionwho_2nd        dem_unionwho_r  \\\n",
       "2791       2. No  -1. Inapplicable  -1. Inapplicable      -1. Inapplicable   \n",
       "3326      1. Yes  -1. Inapplicable  -1. Inapplicable  0. Not selected by R   \n",
       "4079       2. No  -1. Inapplicable  -1. Inapplicable      -1. Inapplicable   \n",
       "\n",
       "     dem_unionwho_spouse dem_unionwho_personoth     dem_unionwho_dkrf  \\\n",
       "2791    -1. Inapplicable       -1. Inapplicable      -1. Inapplicable   \n",
       "3326    1. Selected by R   0. Not selected by R  0. Not selected by R   \n",
       "4079    -1. Inapplicable       -1. Inapplicable      -1. Inapplicable   \n",
       "\n",
       "     dem_class    dem_whichclass  \\\n",
       "2791     2. No  -1. Inapplicable   \n",
       "3326     2. No  -1. Inapplicable   \n",
       "4079    1. Yes   1. Middle class   \n",
       "\n",
       "                                 dem_whichclass_oth       dem_chclass  \\\n",
       "2791  -2. Text responses available in separate file  2. Working class   \n",
       "3326  -2. Text responses available in separate file   1. Middle class   \n",
       "4079  -2. Text responses available in separate file  -1. Inapplicable   \n",
       "\n",
       "                                    dem_chclass_oth  \\\n",
       "2791  -2. Text responses available in separate file   \n",
       "3326  -2. Text responses available in separate file   \n",
       "4079  -2. Text responses available in separate file   \n",
       "\n",
       "                           dem_avgclass  \\\n",
       "2791  1. Average [middle/working] class   \n",
       "3326  1. Average [middle/working] class   \n",
       "4079  1. Average [middle/working] class   \n",
       "\n",
       "                                   dem_avgclass_oth dem_hisp  \\\n",
       "2791  -2. Text responses available in separate file    2. No   \n",
       "3326  -2. Text responses available in separate file   1. Yes   \n",
       "4079  -2. Text responses available in separate file    2. No   \n",
       "\n",
       "       dem_hisptyp_1st   dem_hisptyp_2nd       dem_hisptyp_mex  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable      -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  0. Not selected by R   \n",
       "4079  -1. Inapplicable  -1. Inapplicable      -1. Inapplicable   \n",
       "\n",
       "         dem_hisptyp_mexam   dem_hisptyp_chicano dem_hisptyp_puertorican  \\\n",
       "2791      -1. Inapplicable      -1. Inapplicable        -1. Inapplicable   \n",
       "3326  0. Not selected by R  0. Not selected by R    0. Not selected by R   \n",
       "4079      -1. Inapplicable      -1. Inapplicable        -1. Inapplicable   \n",
       "\n",
       "         dem_hisptyp_cuban   dem_hisptyp_cubanam dem_hisptyp_othhisp  \\\n",
       "2791      -1. Inapplicable      -1. Inapplicable    -1. Inapplicable   \n",
       "3326  0. Not selected by R  0. Not selected by R    1. Selected by R   \n",
       "4079      -1. Inapplicable      -1. Inapplicable    -1. Inapplicable   \n",
       "\n",
       "          dem_hisptyp_dkrf            dem_hispoth      dem_hispmost  \\\n",
       "2791      -1. Inapplicable  -3. Restricted access  -1. Inapplicable   \n",
       "3326  0. Not selected by R  -3. Restricted access  -1. Inapplicable   \n",
       "4079      -1. Inapplicable  -3. Restricted access  -1. Inapplicable   \n",
       "\n",
       "           dem_hispmost_oth   dem_racecps_1st   dem_racecps_2nd  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "3326  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "4079  -3. Restricted access  -1. Inapplicable  -1. Inapplicable   \n",
       "\n",
       "       dem_racecps_3rd     dem_racecps_white     dem_racecps_black  \\\n",
       "2791  -1. Inapplicable      1. Selected by R  0. Not selected by R   \n",
       "3326  -1. Inapplicable      1. Selected by R  0. Not selected by R   \n",
       "4079  -1. Inapplicable  0. Not selected by R      1. Selected by R   \n",
       "\n",
       "        dem_racecps_native     dem_racecps_asian     dem_racecps_pacif  \\\n",
       "2791  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "3326  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "4079  0. Not selected by R  0. Not selected by R  0. Not selected by R   \n",
       "\n",
       "     dem_racecps_othrace  dem_racecps_racedkrf        dem_racecps_oth  \\\n",
       "2791    00. Not selected  0. Not selected by R  -3. Restricted access   \n",
       "3326    00. Not selected  0. Not selected by R  -3. Restricted access   \n",
       "4079    00. Not selected  0. Not selected by R  -3. Restricted access   \n",
       "\n",
       "               dem_raceeth_x             dem_ethnic        dem_numeth  \\\n",
       "2791  1. White, non-Hispanic  -3. Restricted access  -1. Inapplicable   \n",
       "3326             5. Hispanic  -3. Restricted access  -1. Inapplicable   \n",
       "4079  2. Black, non-Hispanic  -3. Restricted access  -1. Inapplicable   \n",
       "\n",
       "                dem_mosteth                         dem_parents  \\\n",
       "2791  -3. Restricted access    1. Both parents born in the U.S.   \n",
       "3326  -3. Restricted access  3. Neither parent born in the U.S.   \n",
       "4079  -3. Restricted access    1. Both parents born in the U.S.   \n",
       "\n",
       "                                           dem_nativity  \\\n",
       "2791                            1. A U.S. State or D.C.   \n",
       "3326  4. Another country {SPECIFY} [not codeable to ...   \n",
       "4079                            1. A U.S. State or D.C.   \n",
       "\n",
       "           dem_nativity_oth      dem_hispgpar  ...           profile_rstudent  \\\n",
       "2791  -3. Restricted access  -1. Inapplicable  ...  3. Not enrolled in school   \n",
       "3326  -3. Restricted access           0. None  ...  3. Not enrolled in school   \n",
       "4079  -3. Restricted access  -1. Inapplicable  ...  3. Not enrolled in school   \n",
       "\n",
       "     profile_dualincome   profile_numjobs   profile_fulltimejob  \\\n",
       "2791             1. Yes            1. One  2. R works part-time   \n",
       "3326              0. No  -1. Inapplicable      -1. Inapplicable   \n",
       "4079              0. No  -1. Inapplicable      -1. Inapplicable   \n",
       "\n",
       "             profile_jobind profile_ind_foodmfg profile_ind_bevtob  \\\n",
       "2791  -3. Restricted access               0. No              0. No   \n",
       "3326  -3. Restricted access               0. No              0. No   \n",
       "4079  -3. Restricted access               0. No              0. No   \n",
       "\n",
       "     profile_ind_pharm profile_ind_healthprod profile_ind_hhprod  \\\n",
       "2791             0. No                  0. No              0. No   \n",
       "3326             0. No                  0. No              0. No   \n",
       "4079             0. No                  0. No              0. No   \n",
       "\n",
       "     profile_ind_advert profile_ind_healthcare profile_ind_mktresearch  \\\n",
       "2791              0. No                 1. Yes                   0. No   \n",
       "3326              0. No                  0. No                   0. No   \n",
       "4079              0. No                  0. No                   0. No   \n",
       "\n",
       "     profile_ind_marketing profile_ind_pubrel profile_ind_broadcast  \\\n",
       "2791                 0. No              0. No                 0. No   \n",
       "3326                 0. No              0. No                 0. No   \n",
       "4079                 0. No              0. No                 0. No   \n",
       "\n",
       "     profile_ind_finance profile_ind_retail profile_ind_foodbev  \\\n",
       "2791               0. No             1. Yes               0. No   \n",
       "3326               0. No              0. No               0. No   \n",
       "4079               0. No              0. No               0. No   \n",
       "\n",
       "     profile_occ1current                profile_occ2current  \\\n",
       "2791    20. Retail sales  16. Sales and related occupations   \n",
       "3326    -1. Inapplicable    -6. Not asked, unit nonresponse   \n",
       "4079    -1. Inapplicable    -6. Not asked, unit nonresponse   \n",
       "\n",
       "                   profile_occ3current profile_employersize  \\\n",
       "2791  4. Sales and related occupations             6. 1000+   \n",
       "3326   -6. Not asked, unit nonresponse     -1. Inapplicable   \n",
       "4079   -6. Not asked, unit nonresponse     -1. Inapplicable   \n",
       "\n",
       "     profile_occ1recent               profile_occ2recent  \\\n",
       "2791   -1. Inapplicable  -6. Not asked, unit nonresponse   \n",
       "3326   -1. Inapplicable  -6. Not asked, unit nonresponse   \n",
       "4079   -1. Inapplicable  -6. Not asked, unit nonresponse   \n",
       "\n",
       "                   profile_occ3recent  \\\n",
       "2791  -6. Not asked, unit nonresponse   \n",
       "3326  -6. Not asked, unit nonresponse   \n",
       "4079  -6. Not asked, unit nonresponse   \n",
       "\n",
       "                                     profile_hhpurchdec paprofile_lang  \\\n",
       "2791  2. Someone else and I share the decisions for ...     1. English   \n",
       "3326                                        -2. Missing     1. English   \n",
       "4079                                        -2. Missing     1. English   \n",
       "\n",
       "                               paprofile_righttrack        paprofile_mip  \\\n",
       "2791          2. Have gotten off on the wrong track  15. Federal deficit   \n",
       "3326  1. Are generally going in the right direction              7. Jobs   \n",
       "4079          2. Have gotten off on the wrong track           4. Economy   \n",
       "\n",
       "          paprofile_mip_oth  \\\n",
       "2791  -3. Restricted access   \n",
       "3326  -3. Restricted access   \n",
       "4079  -3. Restricted access   \n",
       "\n",
       "                                       paprofile_regist paprofile_everreg  \\\n",
       "2791  1. Yes, I am registered to vote at my present ...  -1. Inapplicable   \n",
       "3326                                        4. Not sure             2. No   \n",
       "4079                                        4. Not sure            1. Yes   \n",
       "\n",
       "     paprofile_vote2008_pres   paprofile_howvote2008_pres  \\\n",
       "2791                  1. Yes  2. John mccain (Republican)   \n",
       "3326        -1. Inapplicable             -1. Inapplicable   \n",
       "4079                  1. Yes                  -9. Refused   \n",
       "\n",
       "     paprofile_pres2008_oth paprofile_vote2010_congr  \\\n",
       "2791  -3. Restricted access                    2. No   \n",
       "3326  -3. Restricted access         -1. Inapplicable   \n",
       "4079  -3. Restricted access                   1. Yes   \n",
       "\n",
       "     paprofile_howvote2010_congr     paprofile_pid       paprofile_othpid  \\\n",
       "2791            -1. Inapplicable    3. Independent  -3. Restricted access   \n",
       "3326            -1. Inapplicable       2. Democrat  -3. Restricted access   \n",
       "4079                 -9. Refused  5. No preference  -3. Restricted access   \n",
       "\n",
       "     paprofile_pidstrong_rep paprofile_pidstrong_dem  paprofile_pidcloser  \\\n",
       "2791        -1. Inapplicable        -1. Inapplicable  1. Republican party   \n",
       "3326        -1. Inapplicable      1. Strong Democrat     -1. Inapplicable   \n",
       "4079        -1. Inapplicable        -1. Inapplicable  2. Democratic party   \n",
       "\n",
       "     paprofile_libcon_self            paprofile_libcon_pres  \\\n",
       "2791   3. Slightly liberal             1. Extremely liberal   \n",
       "3326            2. Liberal  4. Moderate, middle of the road   \n",
       "4079       6. Conservative  4. Moderate, middle of the road   \n",
       "\n",
       "       paprofile_favrate_pres                 paprofile_presperf  \\\n",
       "2791  4. Somewhat unfavorable                      4. Disapprove   \n",
       "3326    2. Somewhat favorable                         2. Approve   \n",
       "4079    2. Somewhat favorable  3. Neither approve nor disapprove   \n",
       "\n",
       "     paprofile_presperf_econ paprofile_presperf_deficit  \\\n",
       "2791           2. Disapprove              2. Disapprove   \n",
       "3326              1. Approve                 1. Approve   \n",
       "4079              1. Approve                 1. Approve   \n",
       "\n",
       "     paprofile_presperf_healthc paprofile_presperf_taxes  \\\n",
       "2791              2. Disapprove            2. Disapprove   \n",
       "3326                 1. Approve               1. Approve   \n",
       "4079              2. Disapprove               1. Approve   \n",
       "\n",
       "     paprofile_presperf_educ paprofile_presperf_forgnpol  \\\n",
       "2791           2. Disapprove               2. Disapprove   \n",
       "3326              1. Approve                  1. Approve   \n",
       "4079              1. Approve                  1. Approve   \n",
       "\n",
       "     paprofile_presperf_racerel paprofile_presperf_envir  \\\n",
       "2791                 1. Approve            2. Disapprove   \n",
       "3326                 1. Approve               1. Approve   \n",
       "4079                 1. Approve               1. Approve   \n",
       "\n",
       "     paprofile_presperf_immig paprofile_presperf_terror  \\\n",
       "2791            2. Disapprove                1. Approve   \n",
       "3326               1. Approve                1. Approve   \n",
       "4079               1. Approve                1. Approve   \n",
       "\n",
       "     paprofile_presperf_afghan paprofile_presperf_jobs  \\\n",
       "2791             2. Disapprove           2. Disapprove   \n",
       "3326                1. Approve              1. Approve   \n",
       "4079                1. Approve              1. Approve   \n",
       "\n",
       "     paprofile_presperf_energy paprofile_prestime_forgnpol  \\\n",
       "2791             2. Disapprove            1. Too much time   \n",
       "3326                1. Approve     2. Right amount of time   \n",
       "4079                1. Approve     2. Right amount of time   \n",
       "\n",
       "     paprofile_prestime_economic paprofile_prestime_domestic  \\\n",
       "2791          3. Not enough time          3. Not enough time   \n",
       "3326     2. Right amount of time     2. Right amount of time   \n",
       "4079     2. Right amount of time     2. Right amount of time   \n",
       "\n",
       "     paprofile_prestime_homesec   paprofile_interestpolit  \\\n",
       "2791    2. Right amount of time  4. Not at all interested   \n",
       "3326    2. Right amount of time    2. Somewhat interested   \n",
       "4079    2. Right amount of time    3. Slightly interested   \n",
       "\n",
       "     paprofile_freqpolit_work paprofile_freqpolit_church  \\\n",
       "2791           3. Hardly ever             3. Hardly ever   \n",
       "3326        5. Does not apply          5. Does not apply   \n",
       "4079                  2. Some                    2. Some   \n",
       "\n",
       "     paprofile_freqpolit_friends paprofile_freqpolit_family  \\\n",
       "2791              3. Hardly ever             3. Hardly ever   \n",
       "3326                     2. Some                    2. Some   \n",
       "4079              3. Hardly ever                    2. Some   \n",
       "\n",
       "     paprofile_freqpolit_blog paprofile_freqpolit_socmedia  \\\n",
       "2791                 4. Never                     4. Never   \n",
       "3326                 4. Never                     1. A lot   \n",
       "4079                  2. Some                      2. Some   \n",
       "\n",
       "          paprofile_politinfo_radio paprofile_politinfo_inetnews  \\\n",
       "2791      5. Less than once a month    5. Less than once a month   \n",
       "3326           3. Almost every week                 1. Every day   \n",
       "4079  4. One to three times a month    5. Less than once a month   \n",
       "\n",
       "     paprofile_politinfo_prntnwsp         paprofile_politinfo_tv  \\\n",
       "2791                     6. Never      5. Less than once a month   \n",
       "3326                     6. Never  2. Three times a week or more   \n",
       "4079                     6. Never           3. Almost every week   \n",
       "\n",
       "           paprofile_politinfo_mags paprofile_politinfo_blogs  \\\n",
       "2791                       6. Never                  6. Never   \n",
       "3326  4. One to three times a month                  6. Never   \n",
       "4079                       6. Never                  6. Never   \n",
       "\n",
       "     paprofile_politinfo_socmedia   paprofile_ancestry_1  \\\n",
       "2791                     6. Never  -3. Restricted access   \n",
       "3326                 1. Every day  -3. Restricted access   \n",
       "4079    5. Less than once a month  -3. Restricted access   \n",
       "\n",
       "       paprofile_ancestry_2   paprofile_ancestry_3   paprofile_ancestry_4  \\\n",
       "2791  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "3326  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "4079  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "\n",
       "       paprofile_ancestry_5      paprofile_rlang_1      paprofile_rlang_2  \\\n",
       "2791  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "3326  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "4079  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "\n",
       "          paprofile_rlang_3 paprofile_otherslang_1 paprofile_otherslang_2  \\\n",
       "2791  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "3326  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "4079  -3. Restricted access  -3. Restricted access  -3. Restricted access   \n",
       "\n",
       "     paprofile_otherslang_3            paprofile_borncit  \\\n",
       "2791  -3. Restricted access       1. Born a U.S. Citizen   \n",
       "3326  -3. Restricted access  2. Naturalized U.S. Citizen   \n",
       "4079  -3. Restricted access       1. Born a U.S. Citizen   \n",
       "\n",
       "          paprofile_whencit     paprofile_priorcit  \\\n",
       "2791  -3. Restricted access  -3. Restricted access   \n",
       "3326  -3. Restricted access  -3. Restricted access   \n",
       "4079  -3. Restricted access  -3. Restricted access   \n",
       "\n",
       "                               paprofile_multcit       paprofile_2ndcit  \\\n",
       "2791       1. I am a citizen of only one country  -3. Restricted access   \n",
       "3326  2. I am a citizen of more than one country  -3. Restricted access   \n",
       "4079       1. I am a citizen of only one country  -3. Restricted access   \n",
       "\n",
       "               paprofile_orient_r paprofile_orient_oth  paprofile_transgender  \\\n",
       "2791  1. Heterosexual or straight               1. Yes  -3. Restricted access   \n",
       "3326  1. Heterosexual or straight               1. Yes  -3. Restricted access   \n",
       "4079  1. Heterosexual or straight               1. Yes  -3. Restricted access   \n",
       "\n",
       "     paprofile_unionmem    paprofile_aarp        paprofile_milit  \\\n",
       "2791              2. No  -1. Inapplicable  -3. Restricted access   \n",
       "3326              2. No  -1. Inapplicable  -3. Restricted access   \n",
       "4079              2. No             2. No  -3. Restricted access   \n",
       "\n",
       "     paprofile_milit_family  paprofile_religion paprofile_religionfull  \\\n",
       "2791                  2. No  4. Other Christian    11. Other Christian   \n",
       "3326                  2. No             5. None               13. None   \n",
       "4079                  2. No  4. Other Christian    11. Other Christian   \n",
       "\n",
       "     paprofile_religion_oth paprofile_bornagain       paprofile_jewish  \\\n",
       "2791  -3. Restricted access              1. Yes  -3. Restricted access   \n",
       "3326  -3. Restricted access    -1. Inapplicable  -3. Restricted access   \n",
       "4079  -3. Restricted access              1. Yes  -3. Restricted access   \n",
       "\n",
       "     paprofile_jewishparent paprofile_attend paprofile_orgservice  \\\n",
       "2791  -3. Restricted access   2. Once a week                0. No   \n",
       "3326  -3. Restricted access         6. Never                0. No   \n",
       "4079  -3. Restricted access   2. Once a week                0. No   \n",
       "\n",
       "     paprofile_orgveterans paprofile_orgrelig paprofile_orgsenior  \\\n",
       "2791                 0. No              0. No               0. No   \n",
       "3326                 0. No              0. No               0. No   \n",
       "4079                 0. No             1. Yes               0. No   \n",
       "\n",
       "     paprofile_orgwomen paprofile_orgpolitiss paprofile_orgcivic  \\\n",
       "2791              0. No                 0. No              0. No   \n",
       "3326              0. No                 0. No              0. No   \n",
       "4079              0. No                 0. No              0. No   \n",
       "\n",
       "     paprofile_orgschool paprofile_orgyouth paprofile_orgneighb  \\\n",
       "2791               0. No              0. No               0. No   \n",
       "3326              1. Yes              0. No               0. No   \n",
       "4079               0. No              0. No               0. No   \n",
       "\n",
       "     paprofile_orgethnic paprofile_attendpta paprofile_attendcommun  \\\n",
       "2791               0. No               0. No                  0. No   \n",
       "3326               0. No               0. No                  0. No   \n",
       "4079               0. No               0. No                  0. No   \n",
       "\n",
       "     paprofile_donateblood paprofile_givecharity paprofile_workcharity  \\\n",
       "2791                 0. No                 0. No                 0. No   \n",
       "3326                 0. No                1. Yes                 0. No   \n",
       "4079                 0. No                 0. No                 0. No   \n",
       "\n",
       "     paprofile_rally paprofile_govtoffic paprofile_prescamp paprofile_othcamp  \\\n",
       "2791           0. No               0. No              0. No             0. No   \n",
       "3326           0. No               0. No              0. No             0. No   \n",
       "4079           0. No               0. No              0. No             0. No   \n",
       "\n",
       "     paprofile_moneyprescamp paprofile_moneyothcamp paprofile_workcommuniss  \\\n",
       "2791                   0. No                  0. No                   0. No   \n",
       "3326                   0. No                  0. No                   0. No   \n",
       "4079                   0. No                  0. No                   0. No   \n",
       "\n",
       "     paprofile_workcommbd paprofile_lettertonewsp paprofile_messagebd  \\\n",
       "2791                0. No                   0. No               0. No   \n",
       "3326                0. No                   0. No               0. No   \n",
       "4079                0. No                   0. No               0. No   \n",
       "\n",
       "     paprofile_publicofc paprofile_1stcamp paprofile_active_teapty  \\\n",
       "2791               0. No  -1. Inapplicable                   0. No   \n",
       "3326               0. No  -1. Inapplicable                   0. No   \n",
       "4079               0. No  -1. Inapplicable                   0. No   \n",
       "\n",
       "     paprofile_active_envir paprofile_active_womrts paprofile_active_equrts  \\\n",
       "2791                  0. No                   0. No                   0. No   \n",
       "3326                  0. No                   0. No                   0. No   \n",
       "4079                  0. No                   0. No                   0. No   \n",
       "\n",
       "     paprofile_active_righttolife paprofile_active_peace  \\\n",
       "2791                        0. No                  0. No   \n",
       "3326                        0. No                  0. No   \n",
       "4079                        0. No                  0. No   \n",
       "\n",
       "     paprofile_active_lgbt paprofile_active_occupy paprofile_recent_teapty  \\\n",
       "2791                 0. No                   0. No                   2. No   \n",
       "3326                 0. No                   0. No                   2. No   \n",
       "4079                 0. No                   0. No                   2. No   \n",
       "\n",
       "     paprofile_recent_envir paprofile_recent_womrts paprofile_recent_equrts  \\\n",
       "2791                  2. No                   2. No                   2. No   \n",
       "3326                  2. No                   2. No                   2. No   \n",
       "4079                  2. No                   2. No                   2. No   \n",
       "\n",
       "     paprofile_recent_righttolife paprofile_recent_peace  \\\n",
       "2791                       1. Yes                  2. No   \n",
       "3326                        2. No                  2. No   \n",
       "4079                        2. No                  2. No   \n",
       "\n",
       "     paprofile_recent_lgbt paprofile_recent_occupy paprofile_moneyenvir  \\\n",
       "2791                 2. No                   2. No                0. No   \n",
       "3326                 2. No                   2. No                0. No   \n",
       "4079                 2. No                   2. No                0. No   \n",
       "\n",
       "     paprofile_timeenvir paprofile_recyclepaper paprofile_recyclecans  \\\n",
       "2791               0. No                  0. No                 0. No   \n",
       "3326               0. No                 1. Yes                1. Yes   \n",
       "4079               0. No                  0. No                 0. No   \n",
       "\n",
       "     paprofile_recycleglass paprofile_recycleplast paprofile_prodrecycled  \\\n",
       "2791                  0. No                  0. No                  0. No   \n",
       "3326                 1. Yes                 1. Yes                 1. Yes   \n",
       "4079                  0. No                  0. No                  0. No   \n",
       "\n",
       "     paprofile_energycut paprofile_replacebulbs paprofile_otherenvir  \\\n",
       "2791               0. No                 1. Yes                0. No   \n",
       "3326              1. Yes                 1. Yes                0. No   \n",
       "4079               0. No                  0. No                0. No   \n",
       "\n",
       "     paprofile_engytaxcredit paprofile_selfenvironlst paprofile_hhguns  \\\n",
       "2791                   2. No              -9. Refused            2. No   \n",
       "3326                   2. No       1. Yes, definitely            2. No   \n",
       "4079             -9. Refused                    3. No      -9. Refused   \n",
       "\n",
       "      paprofile_pistol paprofile_shotgun   paprofile_rifle paprofile_othergun  \\\n",
       "2791  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   -1. Inapplicable   \n",
       "3326  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   -1. Inapplicable   \n",
       "4079  -1. Inapplicable  -1. Inapplicable  -1. Inapplicable   -1. Inapplicable   \n",
       "\n",
       "     paprofile_othergun_type paprofile_personalgun     paprofile_comments  \\\n",
       "2791   -3. Restricted access      -1. Inapplicable  -3. Restricted access   \n",
       "3326   -3. Restricted access      -1. Inapplicable  -3. Restricted access   \n",
       "4079   -3. Restricted access      -1. Inapplicable  -3. Restricted access   \n",
       "\n",
       "                                   race2012_sen  \\\n",
       "2791  1. Senate race in state in 2012 elections   \n",
       "3326  1. Senate race in state in 2012 elections   \n",
       "4079  1. Senate race in state in 2012 elections   \n",
       "\n",
       "                                        race2012_gov  \\\n",
       "2791  0. No governor race in state in 2012 elections   \n",
       "3326     1. Governor race in state in 2012 elections   \n",
       "4079  0. No governor race in state in 2012 elections   \n",
       "\n",
       "                                       typerace2012_hse  \\\n",
       "2791       24. Republican incumbent running - unopposed   \n",
       "3326  55. Open race - Democratic and Republican cand...   \n",
       "4079  21. Republican incumbent running - Democratic ...   \n",
       "\n",
       "                                       typerace2012_sen  \\\n",
       "2791  12. Democratic incumbent running - Republican ...   \n",
       "3326  55. Open race - Democratic and Republican cand...   \n",
       "4079  55. Open race - Democratic and Republican cand...   \n",
       "\n",
       "                                       typerace2012_gov   cand_hse_dem_name  \\\n",
       "2791                 00. No gubernatorial race in state                       \n",
       "3326  21. Republican incumbent running - Democratic ...        Pam Gulleson   \n",
       "4079                 00. No gubernatorial race in state  Kenneth D. Sanders   \n",
       "\n",
       "                                      cand_hse_dem_gend  \\\n",
       "2791  -1. Inap, no Democratic House candidate; distr...   \n",
       "3326                                          2. Female   \n",
       "4079                                            1. Male   \n",
       "\n",
       "                                      cand_hse_dem_code  \\\n",
       "2791  -1. Inap, no Democratic House candidate; distr...   \n",
       "3326        31. Democratic candidate in open House race   \n",
       "4079                    35. Democratic House challenger   \n",
       "\n",
       "               cand_hse_rep_name cand_hse_rep_gend  \\\n",
       "2791  William P. 'Bill' Huizenga           1. Male   \n",
       "3326                Kevin Cramer           1. Male   \n",
       "4079            Joe Linus Barton           1. Male   \n",
       "\n",
       "                                cand_hse_rep_code cand_hse_oth_name  \\\n",
       "2791       34. Republican House running incumbent                     \n",
       "3326  32. Republican candidate in open House race                     \n",
       "4079       34. Republican House running incumbent                     \n",
       "\n",
       "                                      cand_hse_oth_gend  \\\n",
       "2791  -1. Inap, no independent/3rd party/other House...   \n",
       "3326  -1. Inap, no independent/3rd party/other House...   \n",
       "4079  -1. Inap, no independent/3rd party/other House...   \n",
       "\n",
       "                                      cand_hse_oth_code cand_hse_oth_pty  \\\n",
       "2791  -1. Inap, no independent/3rd party/other House...                    \n",
       "3326  -1. Inap, no independent/3rd party/other House...                    \n",
       "4079  -1. Inap, no independent/3rd party/other House...                    \n",
       "\n",
       "        cand_sen_dem_name cand_sen_dem_gend  \\\n",
       "2791      Debbie Stabenow         2. Female   \n",
       "3326       Heidi Heitkamp         2. Female   \n",
       "4079  Paul Lindsey Sadler           1. Male   \n",
       "\n",
       "                                cand_sen_dem_code         cand_sen_rep_name  \\\n",
       "2791       3. Democratic Senate running incumbent     Peter 'Pete' Hoekstra   \n",
       "3326  1. Democratic candidate in open Senate race    Richard A. 'Rick' Berg   \n",
       "4079  1. Democratic candidate in open Senate race  Rafael Edward 'Ted' Cruz   \n",
       "\n",
       "     cand_sen_rep_gend                            cand_sen_rep_code  \\\n",
       "2791           1. Male              6. Republican Senate challenger   \n",
       "3326           1. Male  2. Republican candidate in open Senate race   \n",
       "4079           1. Male  2. Republican candidate in open Senate race   \n",
       "\n",
       "     cand_sen_oth_name                                  cand_sen_oth_gend  \\\n",
       "2791                    -1. Inap, no independent/3rd party/other Senat...   \n",
       "3326                    -1. Inap, no independent/3rd party/other Senat...   \n",
       "4079                    -1. Inap, no independent/3rd party/other Senat...   \n",
       "\n",
       "                                      cand_sen_oth_code cand_sen_oth_pty  \\\n",
       "2791  -1. Inap, no independent/3rd party/other Senat...                    \n",
       "3326  -1. Inap, no independent/3rd party/other Senat...                    \n",
       "4079  -1. Inap, no independent/3rd party/other Senat...                    \n",
       "\n",
       "     sen_norace_srsen_name            sen_norace_srsen_pty  \\\n",
       "2791                        -1. Inap, Senate race in state   \n",
       "3326                        -1. Inap, Senate race in state   \n",
       "4079                        -1. Inap, Senate race in state   \n",
       "\n",
       "               sen_norace_srsen_gend           sen_norace_srsen_code  \\\n",
       "2791  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "3326  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "4079  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "\n",
       "     sen_norace_jrsen_name            sen_norace_jrsen_pty  \\\n",
       "2791                        -1. Inap, Senate race in state   \n",
       "3326                        -1. Inap, Senate race in state   \n",
       "4079                        -1. Inap, Senate race in state   \n",
       "\n",
       "               sen_norace_jrsen_gend           sen_norace_jrsen_code  \\\n",
       "2791  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "3326  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "4079  -1. Inap, Senate race in state  -1. Inap, Senate race in state   \n",
       "\n",
       "     sen_race_sennotup_name sen_race_sennotup_pty sen_race_sennotup_gend  \\\n",
       "2791             Carl Levin         1. Democratic                1. Male   \n",
       "3326            John Hoeven         2. Republican                1. Male   \n",
       "4079            John Cornyn         2. Republican                1. Male   \n",
       "\n",
       "             sen_race_sennotup_code cand_gov_dem_name  \\\n",
       "2791  17. Democratic Senior Senator                     \n",
       "3326  12. Republican junior Senator    Ryan M. Taylor   \n",
       "4079  12. Republican junior Senator                     \n",
       "\n",
       "                                      cand_gov_dem_gend  \\\n",
       "2791  -1. Inap, no Democratic gubernatorial candidat...   \n",
       "3326                                            1. Male   \n",
       "4079  -1. Inap, no Democratic gubernatorial candidat...   \n",
       "\n",
       "                                      cand_gov_dem_code cand_gov_rep_name  \\\n",
       "2791  -1. Inap, no Democratic gubernatorial candidat...                     \n",
       "3326            55. Democratic gubernatorial challenger    Jack Dalrymple   \n",
       "4079  -1. Inap, no Democratic gubernatorial candidat...                     \n",
       "\n",
       "                                      cand_gov_rep_gend  \\\n",
       "2791  -1. Inap, no Republican gubernatorial candidat...   \n",
       "3326                                            1. Male   \n",
       "4079  -1. Inap, no Republican gubernatorial candidat...   \n",
       "\n",
       "                                      cand_gov_rep_code cand_gov_oth_name  \\\n",
       "2791  -1. Inap, no Republican gubernatorial candidat...                     \n",
       "3326     54. Republican gubernatorial running incumbent                     \n",
       "4079  -1. Inap, no Republican gubernatorial candidat...                     \n",
       "\n",
       "                                      cand_gov_oth_gend  \\\n",
       "2791  -1. Inap, no independent/3rd party/other guber...   \n",
       "3326  -1. Inap, no independent/3rd party/other guber...   \n",
       "4079  -1. Inap, no independent/3rd party/other guber...   \n",
       "\n",
       "                                      cand_gov_oth_code cand_gov_oth_pty  \\\n",
       "2791  -1. Inap, no independent/3rd party/other guber...                    \n",
       "3326  -1. Inap, no independent/3rd party/other guber...                    \n",
       "4079  -1. Inap, no independent/3rd party/other guber...                    \n",
       "\n",
       "     hserep_before_electn_name hserep_before_electn_pty  \\\n",
       "2791              Justin Amash            2. Republican   \n",
       "3326                 Rick Berg            2. Republican   \n",
       "4079             Pete Sessions            2. Republican   \n",
       "\n",
       "     hserep_before_electn_gend randordq_medsrc_tvprog_01  \\\n",
       "2791                   1. Male                      -2.0   \n",
       "3326                   1. Male                      -2.0   \n",
       "4079                   1. Male                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_02 randordq_medsrc_tvprog_03  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_04 randordq_medsrc_tvprog_05  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_06 randordq_medsrc_tvprog_07  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_08 randordq_medsrc_tvprog_09  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_10 randordq_medsrc_tvprog_11  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_12 randordq_medsrc_tvprog_13  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_14 randordq_medsrc_tvprog_15  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_16 randordq_medsrc_tvprog_17  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_18 randordq_medsrc_tvprog_19  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_20 randordq_medsrc_tvprog_21  \\\n",
       "2791                      -2.0                      -2.0   \n",
       "3326                      -2.0                      -2.0   \n",
       "4079                      -2.0                      -2.0   \n",
       "\n",
       "     randordq_medsrc_tvprog_22        randordq_medsrc_tvprog_23  \\\n",
       "2791                      -2.0  -2. Available in future release   \n",
       "3326                      -2.0  -2. Available in future release   \n",
       "4079                      -2.0  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_24        randordq_medsrc_tvprog_25  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_26        randordq_medsrc_tvprog_27  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_28        randordq_medsrc_tvprog_29  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_30        randordq_medsrc_tvprog_31  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_32        randordq_medsrc_tvprog_33  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_34        randordq_medsrc_tvprog_35  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_36        randordq_medsrc_tvprog_37  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_38        randordq_medsrc_tvprog_39  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_40        randordq_medsrc_tvprog_41  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_42        randordq_medsrc_tvprog_43  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_44        randordq_medsrc_tvprog_45  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_46        randordq_medsrc_tvprog_47  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_48        randordq_medsrc_tvprog_49  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_50        randordq_medsrc_tvprog_51  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_52        randordq_medsrc_tvprog_53  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_54        randordq_medsrc_tvprog_55  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_56        randordq_medsrc_tvprog_57  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_58        randordq_medsrc_tvprog_59  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_60        randordq_medsrc_tvprog_61  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_62        randordq_medsrc_tvprog_63  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "            randordq_medsrc_tvprog_64 randord_medsrc_tvprog01_scrn  \\\n",
       "2791  -2. Available in future release                  1. Screen 1   \n",
       "3326  -2. Available in future release                  2. Screen 2   \n",
       "4079  -2. Available in future release                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog02_scrn randord_medsrc_tvprog03_scrn  \\\n",
       "2791                  1. Screen 1                  2. Screen 2   \n",
       "3326                  3. Screen 3                  4. Screen 4   \n",
       "4079                  2. Screen 2                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog04_scrn randord_medsrc_tvprog05_scrn  \\\n",
       "2791                  2. Screen 2                  2. Screen 2   \n",
       "3326                  4. Screen 4                  2. Screen 2   \n",
       "4079                  2. Screen 2                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog06_scrn randord_medsrc_tvprog07_scrn  \\\n",
       "2791                  1. Screen 1                  2. Screen 2   \n",
       "3326                  1. Screen 1                  1. Screen 1   \n",
       "4079                  3. Screen 3                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog08_scrn randord_medsrc_tvprog09_scrn  \\\n",
       "2791                  3. Screen 3                  3. Screen 3   \n",
       "3326                  3. Screen 3                  1. Screen 1   \n",
       "4079                  2. Screen 2                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog10_scrn randord_medsrc_tvprog11_scrn  \\\n",
       "2791                  3. Screen 3                  1. Screen 1   \n",
       "3326                  3. Screen 3                  1. Screen 1   \n",
       "4079                  2. Screen 2                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog12_scrn randord_medsrc_tvprog13_scrn  \\\n",
       "2791                  1. Screen 1                  3. Screen 3   \n",
       "3326                  1. Screen 1                  3. Screen 3   \n",
       "4079                  2. Screen 2                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog14_scrn randord_medsrc_tvprog15_scrn  \\\n",
       "2791                  2. Screen 2                  1. Screen 1   \n",
       "3326                  2. Screen 2                  3. Screen 3   \n",
       "4079                  1. Screen 1                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog16_scrn randord_medsrc_tvprog17_scrn  \\\n",
       "2791                  3. Screen 3                  1. Screen 1   \n",
       "3326                  3. Screen 3                  2. Screen 2   \n",
       "4079                  1. Screen 1                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog18_scrn randord_medsrc_tvprog19_scrn  \\\n",
       "2791                  2. Screen 2                  1. Screen 1   \n",
       "3326                  1. Screen 1                  2. Screen 2   \n",
       "4079                  2. Screen 2                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog20_scrn randord_medsrc_tvprog21_scrn  \\\n",
       "2791                  3. Screen 3                  3. Screen 3   \n",
       "3326                  2. Screen 2                  3. Screen 3   \n",
       "4079                  3. Screen 3                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog22_scrn randord_medsrc_tvprog23_scrn  \\\n",
       "2791                  3. Screen 3                  1. Screen 1   \n",
       "3326                  4. Screen 4                  2. Screen 2   \n",
       "4079                  1. Screen 1                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog24_scrn randord_medsrc_tvprog25_scrn  \\\n",
       "2791                  2. Screen 2                  1. Screen 1   \n",
       "3326                  4. Screen 4                  1. Screen 1   \n",
       "4079                  1. Screen 1                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog26_scrn randord_medsrc_tvprog27_scrn  \\\n",
       "2791                  2. Screen 2                  3. Screen 3   \n",
       "3326                  1. Screen 1                  4. Screen 4   \n",
       "4079                  3. Screen 3                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog28_scrn randord_medsrc_tvprog29_scrn  \\\n",
       "2791                  3. Screen 3                  3. Screen 3   \n",
       "3326                  3. Screen 3                  3. Screen 3   \n",
       "4079                  1. Screen 1                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog30_scrn randord_medsrc_tvprog31_scrn  \\\n",
       "2791                  3. Screen 3                  2. Screen 2   \n",
       "3326                  4. Screen 4                  2. Screen 2   \n",
       "4079                  3. Screen 3                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog32_scrn randord_medsrc_tvprog33_scrn  \\\n",
       "2791                  2. Screen 2                  3. Screen 3   \n",
       "3326                  2. Screen 2                  2. Screen 2   \n",
       "4079                  1. Screen 1                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog34_scrn randord_medsrc_tvprog35_scrn  \\\n",
       "2791                  3. Screen 3                  1. Screen 1   \n",
       "3326                  3. Screen 3                  4. Screen 4   \n",
       "4079                  1. Screen 1                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog36_scrn randord_medsrc_tvprog37_scrn  \\\n",
       "2791                  2. Screen 2                  1. Screen 1   \n",
       "3326                  4. Screen 4                  1. Screen 1   \n",
       "4079                  2. Screen 2                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog38_scrn randord_medsrc_tvprog39_scrn  \\\n",
       "2791                  3. Screen 3                  1. Screen 1   \n",
       "3326                  2. Screen 2                  1. Screen 1   \n",
       "4079                  2. Screen 2                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog40_scrn randord_medsrc_tvprog41_scrn  \\\n",
       "2791                  2. Screen 2                  2. Screen 2   \n",
       "3326                  2. Screen 2                  3. Screen 3   \n",
       "4079                  3. Screen 3                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog42_scrn randord_medsrc_tvprog43_scrn  \\\n",
       "2791                  1. Screen 1                  2. Screen 2   \n",
       "3326                  4. Screen 4                  2. Screen 2   \n",
       "4079                  2. Screen 2                  2. Screen 2   \n",
       "\n",
       "     randord_medsrc_tvprog44_scrn randord_medsrc_tvprog45_scrn  \\\n",
       "2791                  2. Screen 2                  2. Screen 2   \n",
       "3326                  3. Screen 3                  1. Screen 1   \n",
       "4079                  1. Screen 1                  3. Screen 3   \n",
       "\n",
       "     randord_medsrc_tvprog46_scrn randord_medsrc_tvprog47_scrn  \\\n",
       "2791                  1. Screen 1                  1. Screen 1   \n",
       "3326                  1. Screen 1                  4. Screen 4   \n",
       "4079                  1. Screen 1                  1. Screen 1   \n",
       "\n",
       "     randord_medsrc_tvprog48_scrn randord_medsrc_tvprog49_scrn  \\\n",
       "2791                  3. Screen 3             -1. Inapplicable   \n",
       "3326                  1. Screen 1                  2. Screen 2   \n",
       "4079                  2. Screen 2             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog50_scrn randord_medsrc_tvprog51_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  2. Screen 2                  4. Screen 4   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog52_scrn randord_medsrc_tvprog53_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  4. Screen 4                  2. Screen 2   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog54_scrn randord_medsrc_tvprog55_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  4. Screen 4                  3. Screen 3   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog56_scrn randord_medsrc_tvprog57_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  3. Screen 3                  1. Screen 1   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog58_scrn randord_medsrc_tvprog59_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  4. Screen 4                  4. Screen 4   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog60_scrn randord_medsrc_tvprog61_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  3. Screen 3                  3. Screen 3   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog62_scrn randord_medsrc_tvprog63_scrn  \\\n",
       "2791             -1. Inapplicable             -1. Inapplicable   \n",
       "3326                  1. Screen 1                  1. Screen 1   \n",
       "4079             -1. Inapplicable             -1. Inapplicable   \n",
       "\n",
       "     randord_medsrc_tvprog64_scrn         randordq_medsrc_radio_01  \\\n",
       "2791             -1. Inapplicable  -2. Available in future release   \n",
       "3326                  4. Screen 4  -2. Available in future release   \n",
       "4079             -1. Inapplicable  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_02         randordq_medsrc_radio_03  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_04         randordq_medsrc_radio_05  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_06         randordq_medsrc_radio_07  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_08         randordq_medsrc_radio_09  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_10         randordq_medsrc_radio_11  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_12         randordq_medsrc_radio_13  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_radio_14         randordq_medsrc_radio_15  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "          randordq_medsrc_websites_01  \\\n",
       "2791  -2. Available in future release   \n",
       "3326  -2. Available in future release   \n",
       "4079  -2. Available in future release   \n",
       "\n",
       "                            randordq_medsrc_websites_02  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_03  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_04  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_05  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_06  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_07  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_08  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_09  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_10  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_11  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_12  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_13  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "                            randordq_medsrc_websites_14  \\\n",
       "2791  -1. Inap, R did not select Web site(s) as medi...   \n",
       "3326  -1. Inap, R did not select Web site(s) as medi...   \n",
       "4079  -1. Inap, R did not select Web site(s) as medi...   \n",
       "\n",
       "          randordq_medsrc_websites_15         randordq_medsrc_newsp_01  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_02         randordq_medsrc_newsp_03  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_04         randordq_medsrc_newsp_05  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_06         randordq_medsrc_newsp_07  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_08         randordq_medsrc_newsp_09  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_10         randordq_medsrc_newsp_11  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_12         randordq_medsrc_newsp_13  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "             randordq_medsrc_newsp_14         randordq_medsrc_newsp_15  \\\n",
       "2791  -2. Available in future release  -2. Available in future release   \n",
       "3326  -2. Available in future release  -2. Available in future release   \n",
       "4079  -2. Available in future release  -2. Available in future release   \n",
       "\n",
       "              randsplice_revisedstandard   randopts_fwdrev  \\\n",
       "2791   1. Revised version of question(s)  2. Reverse order   \n",
       "3326  2. Standard version of question(s)  1. Forward order   \n",
       "4079  2. Standard version of question(s)  2. Reverse order   \n",
       "\n",
       "                 randordq_cands_parties  \\\n",
       "2791  2. Republican 1st, Democratic 2nd   \n",
       "3326  1. Democratic 1st, Republican 2nd   \n",
       "4079  2. Republican 1st, Democratic 2nd   \n",
       "\n",
       "                                  randord_vote_ptynames  \\\n",
       "2791  1. Democratic names first in question texts, r...   \n",
       "3326  2. Republican names first in question texts, r...   \n",
       "4079  1. Democratic names first in question texts, r...   \n",
       "\n",
       "     randordq_web_pretherms randordq_affects  \\\n",
       "2791            -2. Missing           3142.0   \n",
       "3326            -2. Missing           4132.0   \n",
       "4079            -2. Missing           2143.0   \n",
       "\n",
       "                               rand_place_likelypercent  \\\n",
       "2791  1. Late placement: how likely will vote; early...   \n",
       "3326  0. Early placement: how likely will vote; late...   \n",
       "4079  1. Late placement: how likely will vote; early...   \n",
       "\n",
       "           randordq_ecblame_pres   randordq_ecblame_prevpres  \\\n",
       "2791  4. 4th economic blame item  7. 7th economic blame item   \n",
       "3326  5. 5th economic blame item  1. 1st economic blame item   \n",
       "4079  5. 5th economic blame item  6. 6th economic blame item   \n",
       "\n",
       "        randordq_ecblame_congdem    randordq_ecblame_congrep  \\\n",
       "2791  3. 3rd economic blame item  2. 2nd economic blame item   \n",
       "3326  4. 4th economic blame item  2. 2nd economic blame item   \n",
       "4079  1. 1st economic blame item  2. 2nd economic blame item   \n",
       "\n",
       "        randordq_ecblame_wallstr  randordq_ecblame_consumers  \\\n",
       "2791  5. 5th economic blame item  1. 1st economic blame item   \n",
       "3326  7. 7th economic blame item  3. 3rd economic blame item   \n",
       "4079  4. 4th economic blame item  3. 3rd economic blame item   \n",
       "\n",
       "        randordq_ecblame_lenders  \\\n",
       "2791  6. 6th economic blame item   \n",
       "3326  6. 6th economic blame item   \n",
       "4079  7. 7th economic blame item   \n",
       "\n",
       "                              randord_econperf_ptynames  \\\n",
       "2791  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "3326  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "4079  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "\n",
       "                                  randsplice_dutychoice  \\\n",
       "2791  2. Question version with 'choice' first (quest...   \n",
       "3326  2. Question version with 'choice' first (quest...   \n",
       "4079  2. Question version with 'choice' first (quest...   \n",
       "\n",
       "         randord_pid_ptynames                 randordq_trait_moral  \\\n",
       "2791  2. Republican, Democrat  1. 1st presidential candidate trait   \n",
       "3326  1. Democrat, Republican  3. 3rd presidential candidate trait   \n",
       "4079  2. Republican, Democrat  6. 6th presidential candidate trait   \n",
       "\n",
       "                    randordq_trait_strong  \\\n",
       "2791  4. 4th presidential candidate trait   \n",
       "3326  6. 6th presidential candidate trait   \n",
       "4079  3. 3rd presidential candidate trait   \n",
       "\n",
       "                     randordq_trait_cares  \\\n",
       "2791  2. 2nd presidential candidate trait   \n",
       "3326  2. 2nd presidential candidate trait   \n",
       "4079  2. 2nd presidential candidate trait   \n",
       "\n",
       "                      randordq_trait_know  \\\n",
       "2791  6. 6th presidential candidate trait   \n",
       "3326  5. 5th presidential candidate trait   \n",
       "4079  1. 1st presidential candidate trait   \n",
       "\n",
       "                    randordq_trait_intell  \\\n",
       "2791  5. 5th presidential candidate trait   \n",
       "3326  4. 4th presidential candidate trait   \n",
       "4079  5. 5th presidential candidate trait   \n",
       "\n",
       "                    randordq_trait_honest  \\\n",
       "2791  3. 3rd presidential candidate trait   \n",
       "3326  1. 1st presidential candidate trait   \n",
       "4079  4. 4th presidential candidate trait   \n",
       "\n",
       "                           randsplice_fedspendtxt  \\\n",
       "2791  1. Federal spending wording: about the same   \n",
       "3326  1. Federal spending wording: about the same   \n",
       "4079  1. Federal spending wording: about the same   \n",
       "\n",
       "          randordq_fedspend_socsec      randordq_fedspend_pubsch  \\\n",
       "2791  3. 3rd federal spending item  5. 5th federal spending item   \n",
       "3326  1. 1st federal spending item  2. 2nd federal spending item   \n",
       "4079  1. 1st federal spending item  2. 2nd federal spending item   \n",
       "\n",
       "         randordq_fedspend_scitech       randordq_fedspend_crime  \\\n",
       "2791  4. 4th federal spending item  2. 2nd federal spending item   \n",
       "3326  6. 6th federal spending item  5. 5th federal spending item   \n",
       "4079  8. 8th federal spending item  4. 4th federal spending item   \n",
       "\n",
       "         randordq_fedspend_welfare       randordq_fedspend_child  \\\n",
       "2791  1. 1st federal spending item  7. 7th federal spending item   \n",
       "3326  7. 7th federal spending item  8. 8th federal spending item   \n",
       "4079  7. 7th federal spending item  6. 6th federal spending item   \n",
       "\n",
       "            randordq_fedspend_poor       randordq_fedspend_envir  \\\n",
       "2791  6. 6th federal spending item  8. 8th federal spending item   \n",
       "3326  3. 3rd federal spending item  4. 4th federal spending item   \n",
       "4079  5. 5th federal spending item  3. 3rd federal spending item   \n",
       "\n",
       "     randopts_pk_medicare randopts_pk_spendleast  \\\n",
       "2791          -2. Missing            -2. Missing   \n",
       "3326          -2. Missing            -2. Missing   \n",
       "4079          -2. Missing            -2. Missing   \n",
       "\n",
       "                             randord_womenperf_ptynames  \\\n",
       "2791  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "3326  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "4079  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "\n",
       "      randordq_ftf_thermpo_pcpcsp  \\\n",
       "2791  -1. Inap, Web randomization   \n",
       "3326  -1. Inap, Web randomization   \n",
       "4079  -1. Inap, Web randomization   \n",
       "\n",
       "                                 randordq_web_thermpopc  \\\n",
       "2791  2. Republican Pres cand 1st, Democratic Pres c...   \n",
       "3326  1. Democratic Pres cand 1st, Republican Pres c...   \n",
       "4079  2. Republican Pres cand 1st, Democratic Pres c...   \n",
       "\n",
       "                               randordq_web_thermpopcsp  \\\n",
       "2791  1. Democratic Pres cand spouse 1st, Republican...   \n",
       "3326  2. Republican Pres cand spouse 1st, Democratic...   \n",
       "4079  1. Democratic Pres cand spouse 1st, Republican...   \n",
       "\n",
       "                                randordq_thermpo_hscand  \\\n",
       "2791       -1. Inap, district not determined (Web only)   \n",
       "3326  1. Democratic name 1st, if any (Dem House cand...   \n",
       "4079       -1. Inap, district not determined (Web only)   \n",
       "\n",
       "                           randordq_web_thermpo_sencand  \\\n",
       "2791   -1. Inap, FTF (not randomized); no race in state   \n",
       "3326  1. Democratic Senate cand (if any) 1st, Republ...   \n",
       "4079   -1. Inap, FTF (not randomized); no race in state   \n",
       "\n",
       "                           randordq_web_thermpo_senatrs  \\\n",
       "2791  -1. Inap, FTF (not randomized); Senate race in...   \n",
       "3326  -1. Inap, FTF (not randomized); Senate race in...   \n",
       "4079  -1. Inap, FTF (not randomized); Senate race in...   \n",
       "\n",
       "                               randordq_web_thermpo_vpc  \\\n",
       "2791  2. Republican vice-pres cand 1st, Democratic v...   \n",
       "3326  1. Democratic vice-pres cand 1st, Republican v...   \n",
       "4079  2. Republican vice-pres cand 1st, Democratic v...   \n",
       "\n",
       "             randordq_grptherm_xfund          randordq_grptherm_cath  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "           randordq_grptherm_feminst        randordq_grptherm_fedgov  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "               randordq_grptherm_lib      randordq_grptherm_midclass  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "             randordq_grptherm_labor          randordq_grptherm_poor  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "             randordq_grptherm_milit       randordq_grptherm_bigbusn  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "           randordq_grptherm_welfare       randordq_grptherm_conserv  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "           randordq_grptherm_wkclass        randordq_grptherm_suprct  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "           randordq_grptherm_gaylesb      randordq_grptherm_congress  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "              randordq_grptherm_rich        randordq_grptherm_muslim  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "             randordq_grptherm_xtian       randordq_grptherm_atheist  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "            randordq_grptherm_mormon        randordq_grptherm_teapty  \\\n",
       "2791  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "3326  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "4079  -1. Inap, Web (not randomized)  -1. Inap, Web (not randomized)   \n",
       "\n",
       "                                   randord_mip_ptynames  \\\n",
       "2791  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "3326  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "4079  -1. Inap, Web (same order as randordq_cands_pa...   \n",
       "\n",
       "            randordq_deficit_inctax      randordq_deficit_medvouch  \\\n",
       "2791  1. 1st deficit reduction item  6. 6th deficit reduction item   \n",
       "3326  5. 5th deficit reduction item  6. 6th deficit reduction item   \n",
       "4079  4. 4th deficit reduction item  3. 3rd deficit reduction item   \n",
       "\n",
       "           randordq_deficit_corptax      randordq_deficit_cutmilit  \\\n",
       "2791  3. 3rd deficit reduction item  2. 2nd deficit reduction item   \n",
       "3326  3. 3rd deficit reduction item  2. 2nd deficit reduction item   \n",
       "4079  2. 2nd deficit reduction item  6. 6th deficit reduction item   \n",
       "\n",
       "            randordq_deficit_fedemp       randordq_deficit_cutgovt  \\\n",
       "2791  4. 4th deficit reduction item  5. 5th deficit reduction item   \n",
       "3326  1. 1st deficit reduction item  4. 4th deficit reduction item   \n",
       "4079  1. 1st deficit reduction item  5. 5th deficit reduction item   \n",
       "\n",
       "                                  randordq_ftf_abort_pc  \\\n",
       "2791  -1. Inap, Web randomization (order per randord...   \n",
       "3326  -1. Inap, Web randomization (order per randord...   \n",
       "4079  -1. Inap, Web randomization (order per randord...   \n",
       "\n",
       "     randordq_abort_healthnonfatl randordq_abort_healthfatal  \\\n",
       "2791     2. 2nd abortion scenario   2. 2nd abortion scenario   \n",
       "3326     1. 1st abortion scenario   1. 1st abortion scenario   \n",
       "4079     5. 5th abortion scenario   5. 5th abortion scenario   \n",
       "\n",
       "         randordq_abort_incest       randordq_abort_rape  \\\n",
       "2791  5. 5th abortion scenario  1. 1st abortion scenario   \n",
       "3326  6. 6th abortion scenario  4. 4th abortion scenario   \n",
       "4079  2. 2nd abortion scenario  4. 4th abortion scenario   \n",
       "\n",
       "         randordq_abort_defect  randordq_abort_financial  \\\n",
       "2791  4. 4th abortion scenario  7. 7th abortion scenario   \n",
       "3326  3. 3rd abortion scenario  5. 5th abortion scenario   \n",
       "4079  3. 3rd abortion scenario  1. 1st abortion scenario   \n",
       "\n",
       "       randordq_abort_gendpref             randord_factor_pcnamestxt  \\\n",
       "2791  6. 6th abortion scenario  1. Democratic first in question text   \n",
       "3326  2. 2nd abortion scenario  2. Republican first in quesiton text   \n",
       "4079  7. 7th abortion scenario  1. Democratic first in question text   \n",
       "\n",
       "            randordq_factor_rpcreligion            randordq_factor_dpcrace  \\\n",
       "2791  6. 6th preference/aversion factor  8. 8th preference/aversion factor   \n",
       "3326  9. 9th preference/aversion factor  8. 8th preference/aversion factor   \n",
       "4079  3. 3rd preference/aversion factor  5. 5th preference/aversion factor   \n",
       "\n",
       "               randordq_factor_hcarelaw            randordq_factor_economy  \\\n",
       "2791  2. 2nd preference/aversion factor  9. 9th preference/aversion factor   \n",
       "3326  1. 1st preference/aversion factor  3. 3rd preference/aversion factor   \n",
       "4079  6. 6th preference/aversion factor  8. 8th preference/aversion factor   \n",
       "\n",
       "             randordq_factor_foreignpol        randordq_factor_dpcreligion  \\\n",
       "2791  3. 3rd preference/aversion factor  1. 1st preference/aversion factor   \n",
       "3326  5. 5th preference/aversion factor  7. 7th preference/aversion factor   \n",
       "4079  7. 7th preference/aversion factor  1. 1st preference/aversion factor   \n",
       "\n",
       "              randordq_factor_rpcwealth           randordq_factor_dpcparty  \\\n",
       "2791  5. 5th preference/aversion factor  4. 4th preference/aversion factor   \n",
       "3326  4. 4th preference/aversion factor  2. 2nd preference/aversion factor   \n",
       "4079  4. 4th preference/aversion factor  9. 9th preference/aversion factor   \n",
       "\n",
       "               randordq_factor_rpcparty randopts_pk_secytreas  \\\n",
       "2791  7. 7th preference/aversion factor           -2. Missing   \n",
       "3326  6. 6th preference/aversion factor           -2. Missing   \n",
       "4079  2. 2nd preference/aversion factor           -2. Missing   \n",
       "\n",
       "     randopts_pk_pty2ndhse randopts_pk_secyun  \\\n",
       "2791           -2. Missing        -2. Missing   \n",
       "3326           -2. Missing        -2. Missing   \n",
       "4079           -2. Missing        -2. Missing   \n",
       "\n",
       "             randordq_casitherm_asianam            randordq_casitherm_hisp  \\\n",
       "2791  1. 1st CASI/Web group thermometer  2. 2nd CASI/Web group thermometer   \n",
       "3326  1. 1st CASI/Web group thermometer  2. 2nd CASI/Web group thermometer   \n",
       "4079  2. 2nd CASI/Web group thermometer  5. 5th CASI/Web group thermometer   \n",
       "\n",
       "               randordq_casitherm_black         randordq_casitherm_illegal  \\\n",
       "2791  3. 3rd CASI/Web group thermometer  5. 5th CASI/Web group thermometer   \n",
       "3326  4. 4th CASI/Web group thermometer  3. 3rd CASI/Web group thermometer   \n",
       "4079  1. 1st CASI/Web group thermometer  3. 3rd CASI/Web group thermometer   \n",
       "\n",
       "               randordq_casitherm_white  \\\n",
       "2791  4. 4th CASI/Web group thermometer   \n",
       "3326  5. 5th CASI/Web group thermometer   \n",
       "4079  4. 4th CASI/Web group thermometer   \n",
       "\n",
       "                                  randordq_stereogroups  \\\n",
       "2791  213. Order: 2 (Hispanics), 1 (Blacks), 3 (Asians)   \n",
       "3326  231. Order: 2 (Hispanics), 3 (Asians), 1 (Blacks)   \n",
       "4079  321. Order: 3 (Asians), 2 (Hispanics), 1 (Blacks)   \n",
       "\n",
       "     randordq_discrim_black randordq_discrim_hisp randordq_discrim_white  \\\n",
       "2791            -2. Missing           -2. Missing            -2. Missing   \n",
       "3326            -2. Missing           -2. Missing            -2. Missing   \n",
       "4079            -2. Missing           -2. Missing            -2. Missing   \n",
       "\n",
       "     randordq_discrim_gay randordq_discrim_women  \\\n",
       "2791          -2. Missing            -2. Missing   \n",
       "3326          -2. Missing            -2. Missing   \n",
       "4079          -2. Missing            -2. Missing   \n",
       "\n",
       "                                   randordq_stereorelig  \\\n",
       "2791  4321. Order: 4 (Mormons), 3 (Muslims), 2 (Prot...   \n",
       "3326                                             3214.0   \n",
       "4079                                             1432.0   \n",
       "\n",
       "      invited_inetrecontact2013  \n",
       "2791      1. Invited (Web only)  \n",
       "3326      1. Invited (Web only)  \n",
       "4079  0. Not invited (Web only)  \n",
       "\n",
       "[3 rows x 2249 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sample(3, replace=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>version</th>\n",
       "      <th>caseid</th>\n",
       "      <th>weight_ftf</th>\n",
       "      <th>weight_web</th>\n",
       "      <th>weight_full</th>\n",
       "      <th>psu_full</th>\n",
       "      <th>psu_ftf</th>\n",
       "      <th>strata_full</th>\n",
       "      <th>strata_ftf</th>\n",
       "      <th>ftf_oversample</th>\n",
       "      <th>wave_completions</th>\n",
       "      <th>mode</th>\n",
       "      <th>gend_gendobs</th>\n",
       "      <th>gender_respondent_x</th>\n",
       "      <th>interest_attention</th>\n",
       "      <th>interest_following</th>\n",
       "      <th>interest_wherevote</th>\n",
       "      <th>interest_voted2008</th>\n",
       "      <th>interest_whovote2008</th>\n",
       "      <th>interest_whovote2008_oth</th>\n",
       "      <th>prmedia_useinet</th>\n",
       "      <th>prmedia_wkinews</th>\n",
       "      <th>prmedia_atinews</th>\n",
       "      <th>prmedia_wktvnws</th>\n",
       "      <th>prmedia_attvnews</th>\n",
       "      <th>prmedia_wkpaprnws</th>\n",
       "      <th>prmedia_atpprnews</th>\n",
       "      <th>prmedia_wkrdnws</th>\n",
       "      <th>prmedia_atrdnews</th>\n",
       "      <th>prevote_regist_addr</th>\n",
       "      <th>prevote_regist_noaddr</th>\n",
       "      <th>prevote_reg</th>\n",
       "      <th>prevote_reg_recordstate</th>\n",
       "      <th>prevote_reg_recordcity</th>\n",
       "      <th>prevote_reg_state</th>\n",
       "      <th>prevote_reg_samestate</th>\n",
       "      <th>prevote_regincnty</th>\n",
       "      <th>prevote_regyrs3cat</th>\n",
       "      <th>prevote_regyrsfull</th>\n",
       "      <th>prevote_regname</th>\n",
       "      <th>prevote_regpty_state</th>\n",
       "      <th>prevote_regpty</th>\n",
       "      <th>prevote_regpty_oth</th>\n",
       "      <th>prevote_regint</th>\n",
       "      <th>prevote_primv</th>\n",
       "      <th>prevote_primvwho</th>\n",
       "      <th>prevote_primvwho_oth</th>\n",
       "      <th>prevote_voted</th>\n",
       "      <th>prevote_vconf</th>\n",
       "      <th>prevote_howvote</th>\n",
       "      <th>prevote_ckbcard</th>\n",
       "      <th>prevote_ballot_color</th>\n",
       "      <th>prevote_presvt</th>\n",
       "      <th>prevote_presvtwho</th>\n",
       "      <th>prevote_presvtwho_oth</th>\n",
       "      <th>prevote_presstr</th>\n",
       "      <th>prevote_vtpresdec</th>\n",
       "      <th>prevote_vtpresdec_dkrf</th>\n",
       "      <th>prevote_intpres</th>\n",
       "      <th>prevote_intpreswho</th>\n",
       "      <th>prevote_intpreswho_oth</th>\n",
       "      <th>prevote_intpresst</th>\n",
       "      <th>prevote_prefpres</th>\n",
       "      <th>prevote_prefprwho</th>\n",
       "      <th>prevote_prefprwho_oth</th>\n",
       "      <th>prevote_prefprstr</th>\n",
       "      <th>prevote_votehs</th>\n",
       "      <th>prevote_hsvtbc</th>\n",
       "      <th>prevote_hsvtnobc</th>\n",
       "      <th>prevote_inths</th>\n",
       "      <th>prevote_inthsbc</th>\n",
       "      <th>prevote_inthsnobc</th>\n",
       "      <th>prevote_hspref</th>\n",
       "      <th>prevote_hsprefbc</th>\n",
       "      <th>prevote_hsprefnobc</th>\n",
       "      <th>prevote_senhhstate</th>\n",
       "      <th>prevote_senregstate</th>\n",
       "      <th>prevote_votesen</th>\n",
       "      <th>prevote_vtsenbc</th>\n",
       "      <th>prevote_vtsennobc</th>\n",
       "      <th>prevote_intsen</th>\n",
       "      <th>prevote_intsenbc</th>\n",
       "      <th>prevote_intsennobc</th>\n",
       "      <th>prevote_senpref</th>\n",
       "      <th>prevote_senprefbc</th>\n",
       "      <th>prevote_senprefnobc</th>\n",
       "      <th>prevote_govhhstate</th>\n",
       "      <th>prevote_govregstate</th>\n",
       "      <th>prevote_votegov</th>\n",
       "      <th>prevote_vtgovbc</th>\n",
       "      <th>prevote_vtgovnobc</th>\n",
       "      <th>prevote_intgov</th>\n",
       "      <th>prevote_intgovbc</th>\n",
       "      <th>prevote_intgovnobc</th>\n",
       "      <th>prevote_govpref</th>\n",
       "      <th>prevote_govprefbc</th>\n",
       "      <th>prevote_govprefnobc</th>\n",
       "      <th>candlik_likedpc</th>\n",
       "      <th>candlik_likewhatdpc</th>\n",
       "      <th>candlik_disldpc</th>\n",
       "      <th>candlik_dislwhatdpc</th>\n",
       "      <th>candlik_likerpc</th>\n",
       "      <th>candlik_likewhatrpc</th>\n",
       "      <th>candlik_dislrpc</th>\n",
       "      <th>candlik_dislwhatrpc</th>\n",
       "      <th>congapp_job</th>\n",
       "      <th>congapp_jobst</th>\n",
       "      <th>congapp_job_x</th>\n",
       "      <th>presapp_track</th>\n",
       "      <th>presapp_job</th>\n",
       "      <th>presapp_jobstr</th>\n",
       "      <th>presapp_job_x</th>\n",
       "      <th>presapp_econ</th>\n",
       "      <th>presapp_econstr</th>\n",
       "      <th>presapp_econ_x</th>\n",
       "      <th>presapp_foreign</th>\n",
       "      <th>presapp_foreignstr</th>\n",
       "      <th>presapp_foreign_x</th>\n",
       "      <th>presapp_health</th>\n",
       "      <th>presapp_healthstr</th>\n",
       "      <th>presapp_health_x</th>\n",
       "      <th>presapp_war</th>\n",
       "      <th>presapp_warstr</th>\n",
       "      <th>presapp_war_x</th>\n",
       "      <th>ft_dpc</th>\n",
       "      <th>ft_rpc</th>\n",
       "      <th>ft_dvpc</th>\n",
       "      <th>ft_rvpc</th>\n",
       "      <th>ft_hclinton</th>\n",
       "      <th>ft_gwb</th>\n",
       "      <th>ft_dem</th>\n",
       "      <th>ft_rep</th>\n",
       "      <th>ptylik_likdp</th>\n",
       "      <th>ptylik_lwhatdp</th>\n",
       "      <th>ptylik_disldp</th>\n",
       "      <th>ptylik_dwhatdp</th>\n",
       "      <th>ptylik_likrp</th>\n",
       "      <th>ptylik_lwhatrp</th>\n",
       "      <th>ptylik_dislrp</th>\n",
       "      <th>ptylik_dwhatrp</th>\n",
       "      <th>finance_finfam</th>\n",
       "      <th>finance_finpast</th>\n",
       "      <th>finance_finpastamt</th>\n",
       "      <th>finance_finpast_x</th>\n",
       "      <th>finance_finnext</th>\n",
       "      <th>finance_finnextamt</th>\n",
       "      <th>finance_finnext_x</th>\n",
       "      <th>health_insured</th>\n",
       "      <th>health_2010hcr</th>\n",
       "      <th>health_2010hcrfav</th>\n",
       "      <th>health_2010hcropp</th>\n",
       "      <th>health_2010hcr_x</th>\n",
       "      <th>health_self</th>\n",
       "      <th>health_smoke</th>\n",
       "      <th>health_smokeamt</th>\n",
       "      <th>candaff_angdpc</th>\n",
       "      <th>candaff_angdpcoft</th>\n",
       "      <th>candaff_hpdpc</th>\n",
       "      <th>candaff_hpdpcoft</th>\n",
       "      <th>candaff_afrdpc</th>\n",
       "      <th>candaff_afrdpcoft</th>\n",
       "      <th>candaff_prddpc</th>\n",
       "      <th>candaff_prddpcoft</th>\n",
       "      <th>candaff_angrpc</th>\n",
       "      <th>candaff_angrpcoft</th>\n",
       "      <th>candaff_hprpc</th>\n",
       "      <th>candaff_hprpcoft</th>\n",
       "      <th>candaff_afrrpc</th>\n",
       "      <th>candaff_afrrpcoft</th>\n",
       "      <th>candaff_prdrpc</th>\n",
       "      <th>candaff_prdrpcoft</th>\n",
       "      <th>libcpre_self</th>\n",
       "      <th>libcpre_choose</th>\n",
       "      <th>libcpre_dpc</th>\n",
       "      <th>libcpre_rpc</th>\n",
       "      <th>libcpre_ptyd</th>\n",
       "      <th>libcpre_ptyr</th>\n",
       "      <th>divgov_splitgov</th>\n",
       "      <th>likelypct_howlikvt1</th>\n",
       "      <th>likelypct_whatpct1</th>\n",
       "      <th>campfin_limcorp</th>\n",
       "      <th>campfin_banads</th>\n",
       "      <th>ineq_incgap</th>\n",
       "      <th>ineq_gapmore</th>\n",
       "      <th>ineq_gapless</th>\n",
       "      <th>ineq_incgap_x</th>\n",
       "      <th>effic_complicstd</th>\n",
       "      <th>effic_undstd</th>\n",
       "      <th>effic_carestd</th>\n",
       "      <th>effic_saystd</th>\n",
       "      <th>effic_complicrev</th>\n",
       "      <th>effic_undrev</th>\n",
       "      <th>effic_carerev</th>\n",
       "      <th>effic_sayrev</th>\n",
       "      <th>econ_ecnow</th>\n",
       "      <th>econ_ecpast</th>\n",
       "      <th>econ_ecpastamt</th>\n",
       "      <th>econ_ecpast_x</th>\n",
       "      <th>econ_ecnext</th>\n",
       "      <th>econ_ecnextamt</th>\n",
       "      <th>econ_ecnext_x</th>\n",
       "      <th>econ_unpast</th>\n",
       "      <th>econ_unlast</th>\n",
       "      <th>econ_unpast_x</th>\n",
       "      <th>econ_unnext</th>\n",
       "      <th>ecblame_pres</th>\n",
       "      <th>ecblame_fmpr</th>\n",
       "      <th>ecblame_dem</th>\n",
       "      <th>ecblame_rep</th>\n",
       "      <th>ecblame_bank</th>\n",
       "      <th>ecblame_cons</th>\n",
       "      <th>ecblame_lend</th>\n",
       "      <th>ptyperf_ptyecon</th>\n",
       "      <th>preswin_care</th>\n",
       "      <th>preswin_win</th>\n",
       "      <th>preswin_win_oth</th>\n",
       "      <th>preswin_close</th>\n",
       "      <th>preswin_state</th>\n",
       "      <th>preswin_state_oth</th>\n",
       "      <th>preswin_closest</th>\n",
       "      <th>preswin_dutychoice</th>\n",
       "      <th>preswin_choiceduty</th>\n",
       "      <th>preswin_dutyst</th>\n",
       "      <th>preswin_choicest</th>\n",
       "      <th>preswin_dutychoice_x</th>\n",
       "      <th>usworld_stronger</th>\n",
       "      <th>usworld_stay</th>\n",
       "      <th>pid_self</th>\n",
       "      <th>pid_self_oth</th>\n",
       "      <th>pid_strong</th>\n",
       "      <th>pid_lean</th>\n",
       "      <th>pid_x</th>\n",
       "      <th>tea_supp</th>\n",
       "      <th>tea_suppstr</th>\n",
       "      <th>tea_suppln</th>\n",
       "      <th>tea_supp_x</th>\n",
       "      <th>ctrait_dpcmoral</th>\n",
       "      <th>ctrait_dpclead</th>\n",
       "      <th>ctrait_dpccare</th>\n",
       "      <th>ctrait_dpcknow</th>\n",
       "      <th>ctrait_dpcint</th>\n",
       "      <th>ctrait_dpchonst</th>\n",
       "      <th>ctrait_rpcmoral</th>\n",
       "      <th>ctrait_rpclead</th>\n",
       "      <th>ctrait_rpccare</th>\n",
       "      <th>ctrait_rpcknow</th>\n",
       "      <th>ctrait_rpcint</th>\n",
       "      <th>ctrait_rpchonst</th>\n",
       "      <th>war_worthit</th>\n",
       "      <th>war_terror</th>\n",
       "      <th>spsrvpr_ssself</th>\n",
       "      <th>spsrvpr_ssdpc</th>\n",
       "      <th>spsrvpr_ssrpc</th>\n",
       "      <th>spsrvpr_ssdem</th>\n",
       "      <th>spsrvpr_ssrep</th>\n",
       "      <th>defsppr_self</th>\n",
       "      <th>defsppr_dpc</th>\n",
       "      <th>defsppr_rpc</th>\n",
       "      <th>defsppr_dem</th>\n",
       "      <th>defsppr_rep</th>\n",
       "      <th>inspre_self</th>\n",
       "      <th>inspre_dpc</th>\n",
       "      <th>inspre_rpc</th>\n",
       "      <th>inspre_dem</th>\n",
       "      <th>inspre_rep</th>\n",
       "      <th>gun_control</th>\n",
       "      <th>gun_importance</th>\n",
       "      <th>guarpr_self</th>\n",
       "      <th>guarpr_dpc</th>\n",
       "      <th>guarpr_rpc</th>\n",
       "      <th>guarpr_dem</th>\n",
       "      <th>guarpr_rep</th>\n",
       "      <th>immig_policy</th>\n",
       "      <th>immig_citizen</th>\n",
       "      <th>immig_checks</th>\n",
       "      <th>aidblack_self</th>\n",
       "      <th>aidblack_dpc</th>\n",
       "      <th>aidblack_rpc</th>\n",
       "      <th>envjob_self</th>\n",
       "      <th>envjob_dpc</th>\n",
       "      <th>envjob_rpc</th>\n",
       "      <th>aa_uni</th>\n",
       "      <th>aa_unifav</th>\n",
       "      <th>aa_uniopp</th>\n",
       "      <th>aa_uni_x</th>\n",
       "      <th>aa_work</th>\n",
       "      <th>aa_workfav</th>\n",
       "      <th>aa_workopp</th>\n",
       "      <th>aa_work_x</th>\n",
       "      <th>fedspend_ss</th>\n",
       "      <th>fedspend_schools</th>\n",
       "      <th>fedspend_scitech</th>\n",
       "      <th>fedspend_crime</th>\n",
       "      <th>fedspend_welfare</th>\n",
       "      <th>fedspend_child</th>\n",
       "      <th>fedspend_poor</th>\n",
       "      <th>fedspend_enviro</th>\n",
       "      <th>candrel_dpc</th>\n",
       "      <th>candrel_dpc_oth</th>\n",
       "      <th>candrel_rpc</th>\n",
       "      <th>candrel_rpc_oth</th>\n",
       "      <th>trustgov_trustgrev</th>\n",
       "      <th>trustgov_trustgstd</th>\n",
       "      <th>trustgov_bigintrst</th>\n",
       "      <th>trustgov_waste</th>\n",
       "      <th>trustgov_corrpt</th>\n",
       "      <th>trust_social</th>\n",
       "      <th>respons_elections</th>\n",
       "      <th>econcand_dwin</th>\n",
       "      <th>econcand_rwin</th>\n",
       "      <th>envir_drill</th>\n",
       "      <th>envir_nuke</th>\n",
       "      <th>envir_gwarm</th>\n",
       "      <th>envir_gwgood</th>\n",
       "      <th>envir_gwhow</th>\n",
       "      <th>gayrt_discrev</th>\n",
       "      <th>gayrt_discstrev</th>\n",
       "      <th>gayrt_discrev_x</th>\n",
       "      <th>gayrt_discstd</th>\n",
       "      <th>gayrt_discststd</th>\n",
       "      <th>gayrt_discstd_x</th>\n",
       "      <th>gayrt_milrev</th>\n",
       "      <th>gayrt_milstrev</th>\n",
       "      <th>gayrt_milrev_x</th>\n",
       "      <th>gayrt_milstd</th>\n",
       "      <th>gayrt_milststd</th>\n",
       "      <th>gayrt_milstd_x</th>\n",
       "      <th>gayrt_adopt</th>\n",
       "      <th>gayrt_marry</th>\n",
       "      <th>abortpre_4point</th>\n",
       "      <th>abortpre_4point_oth</th>\n",
       "      <th>penalty_favdpen</th>\n",
       "      <th>penalty_dpenstr</th>\n",
       "      <th>penalty_favopp_x</th>\n",
       "      <th>presadm_secure</th>\n",
       "      <th>pctlikely_whatpct2</th>\n",
       "      <th>pctlikely_howlikvt2</th>\n",
       "      <th>relig_import</th>\n",
       "      <th>relig_guide</th>\n",
       "      <th>relig_pray</th>\n",
       "      <th>relig_pray_oth</th>\n",
       "      <th>relig_wordgod</th>\n",
       "      <th>relig_wordgod_oth</th>\n",
       "      <th>relig_church</th>\n",
       "      <th>relig_churchoft</th>\n",
       "      <th>relig_churchwk</th>\n",
       "      <th>relig_chmember</th>\n",
       "      <th>relig_7cat_x</th>\n",
       "      <th>relig_mastersummary</th>\n",
       "      <th>relig_group</th>\n",
       "      <th>relig_groupna</th>\n",
       "      <th>relig_denom</th>\n",
       "      <th>relig_bapt</th>\n",
       "      <th>relig_indbapt</th>\n",
       "      <th>relig_luth</th>\n",
       "      <th>relig_meth</th>\n",
       "      <th>relig_presb</th>\n",
       "      <th>relig_refrm</th>\n",
       "      <th>relig_brethr</th>\n",
       "      <th>relig_discp</th>\n",
       "      <th>relig_chchrst</th>\n",
       "      <th>relig_chgod</th>\n",
       "      <th>relig_pent</th>\n",
       "      <th>relig_denother</th>\n",
       "      <th>relig_othxian</th>\n",
       "      <th>relig_jewisha</th>\n",
       "      <th>relig_jewishna</th>\n",
       "      <th>relig_bornagn</th>\n",
       "      <th>relig_ident_1st</th>\n",
       "      <th>relig_ident_2nd</th>\n",
       "      <th>relig_ident_3rd</th>\n",
       "      <th>relig_religident_prog</th>\n",
       "      <th>relig_religident_nontrad</th>\n",
       "      <th>relig_religident_secular</th>\n",
       "      <th>relig_religident_agnostic</th>\n",
       "      <th>relig_religident_atheist</th>\n",
       "      <th>relig_religident_spiritual</th>\n",
       "      <th>relig_religident_none</th>\n",
       "      <th>relig_religident_dkrf</th>\n",
       "      <th>dem_birthmo</th>\n",
       "      <th>dem_birthdy</th>\n",
       "      <th>dem_birthyr</th>\n",
       "      <th>dem_age_r_x</th>\n",
       "      <th>dem_agegrp_iwdate_x</th>\n",
       "      <th>dem_marital</th>\n",
       "      <th>dem_partner</th>\n",
       "      <th>dem_edu</th>\n",
       "      <th>dem_edu_oth</th>\n",
       "      <th>dem_dipged</th>\n",
       "      <th>dem_edugroup_x</th>\n",
       "      <th>dem_edusp</th>\n",
       "      <th>dem_edusp_oth</th>\n",
       "      <th>dem_dipgedsp</th>\n",
       "      <th>dem_eduspgroup_x</th>\n",
       "      <th>dem_veteran</th>\n",
       "      <th>dem_milwhen_1st</th>\n",
       "      <th>dem_milwhen_2nd</th>\n",
       "      <th>dem_milwhen_3rd</th>\n",
       "      <th>dem_milwhen_4th</th>\n",
       "      <th>dem_milnow</th>\n",
       "      <th>dem_emptype_1st</th>\n",
       "      <th>dem_emptype_2nd</th>\n",
       "      <th>dem_emptype_3rd</th>\n",
       "      <th>dem_emptype_4th</th>\n",
       "      <th>dem_emptype_work</th>\n",
       "      <th>dem_emptype_layoff</th>\n",
       "      <th>dem_emptype_unemp</th>\n",
       "      <th>dem_emptype_retire</th>\n",
       "      <th>dem_emptype_disabled</th>\n",
       "      <th>dem_emptype_hmaker</th>\n",
       "      <th>dem_emptype_student</th>\n",
       "      <th>dem_emptype_dkrf</th>\n",
       "      <th>dem_empstatus_2digitfin_x</th>\n",
       "      <th>dem_empstatus_1digitfin_x</th>\n",
       "      <th>dem_empstatus_initial</th>\n",
       "      <th>dem_hsworkg</th>\n",
       "      <th>dem_hsjob6mo</th>\n",
       "      <th>dem_retiremo</th>\n",
       "      <th>dem_retiredy</th>\n",
       "      <th>dem_retireyr</th>\n",
       "      <th>dem_retireperiod_x</th>\n",
       "      <th>dem_everwk</th>\n",
       "      <th>dem_occpast</th>\n",
       "      <th>dem_indpast</th>\n",
       "      <th>dem_semplpst</th>\n",
       "      <th>dem_empgovpst</th>\n",
       "      <th>dem_rdjob6mon</th>\n",
       "      <th>dem_hrsrecent</th>\n",
       "      <th>dem_rdworkg</th>\n",
       "      <th>dem_lookwk</th>\n",
       "      <th>dem_findjob</th>\n",
       "      <th>dem_occnow</th>\n",
       "      <th>dem_indnow</th>\n",
       "      <th>dem_semplnow</th>\n",
       "      <th>dem_empgovnow</th>\n",
       "      <th>dem_hrsnow</th>\n",
       "      <th>dem_okhrsnow</th>\n",
       "      <th>dem_losejob</th>\n",
       "      <th>dem_offwork</th>\n",
       "      <th>dem_hrsreduce</th>\n",
       "      <th>dem_emptypesp_1st</th>\n",
       "      <th>dem_emptypesp_2nd</th>\n",
       "      <th>dem_emptypesp_3rd</th>\n",
       "      <th>dem_emptypesp_4th</th>\n",
       "      <th>dem_emptypesp_work</th>\n",
       "      <th>dem_emptypesp_layoff</th>\n",
       "      <th>dem_emptypesp_unemp</th>\n",
       "      <th>dem_emptypesp_retire</th>\n",
       "      <th>dem_emptypesp_disabled</th>\n",
       "      <th>dem_emptypesp_hmaker</th>\n",
       "      <th>dem_emptypesp_student</th>\n",
       "      <th>dem_emptypesp_dkrf</th>\n",
       "      <th>dem_csesjobsp</th>\n",
       "      <th>dem_unionhh</th>\n",
       "      <th>dem_unionwho_1st</th>\n",
       "      <th>dem_unionwho_2nd</th>\n",
       "      <th>dem_unionwho_r</th>\n",
       "      <th>dem_unionwho_spouse</th>\n",
       "      <th>dem_unionwho_personoth</th>\n",
       "      <th>dem_unionwho_dkrf</th>\n",
       "      <th>dem_class</th>\n",
       "      <th>dem_whichclass</th>\n",
       "      <th>dem_whichclass_oth</th>\n",
       "      <th>dem_chclass</th>\n",
       "      <th>dem_chclass_oth</th>\n",
       "      <th>dem_avgclass</th>\n",
       "      <th>dem_avgclass_oth</th>\n",
       "      <th>dem_hisp</th>\n",
       "      <th>dem_hisptyp_1st</th>\n",
       "      <th>dem_hisptyp_2nd</th>\n",
       "      <th>dem_hisptyp_mex</th>\n",
       "      <th>dem_hisptyp_mexam</th>\n",
       "      <th>dem_hisptyp_chicano</th>\n",
       "      <th>dem_hisptyp_puertorican</th>\n",
       "      <th>dem_hisptyp_cuban</th>\n",
       "      <th>dem_hisptyp_cubanam</th>\n",
       "      <th>dem_hisptyp_othhisp</th>\n",
       "      <th>dem_hisptyp_dkrf</th>\n",
       "      <th>dem_hispoth</th>\n",
       "      <th>dem_hispmost</th>\n",
       "      <th>dem_hispmost_oth</th>\n",
       "      <th>dem_racecps_1st</th>\n",
       "      <th>dem_racecps_2nd</th>\n",
       "      <th>dem_racecps_3rd</th>\n",
       "      <th>dem_racecps_white</th>\n",
       "      <th>dem_racecps_black</th>\n",
       "      <th>dem_racecps_native</th>\n",
       "      <th>dem_racecps_asian</th>\n",
       "      <th>dem_racecps_pacif</th>\n",
       "      <th>dem_racecps_othrace</th>\n",
       "      <th>dem_racecps_racedkrf</th>\n",
       "      <th>dem_racecps_oth</th>\n",
       "      <th>dem_raceeth_x</th>\n",
       "      <th>dem_ethnic</th>\n",
       "      <th>dem_numeth</th>\n",
       "      <th>dem_mosteth</th>\n",
       "      <th>dem_parents</th>\n",
       "      <th>dem_nativity</th>\n",
       "      <th>dem_nativity_oth</th>\n",
       "      <th>dem_hispgpar</th>\n",
       "      <th>...</th>\n",
       "      <th>profile_rstudent</th>\n",
       "      <th>profile_dualincome</th>\n",
       "      <th>profile_numjobs</th>\n",
       "      <th>profile_fulltimejob</th>\n",
       "      <th>profile_jobind</th>\n",
       "      <th>profile_ind_foodmfg</th>\n",
       "      <th>profile_ind_bevtob</th>\n",
       "      <th>profile_ind_pharm</th>\n",
       "      <th>profile_ind_healthprod</th>\n",
       "      <th>profile_ind_hhprod</th>\n",
       "      <th>profile_ind_advert</th>\n",
       "      <th>profile_ind_healthcare</th>\n",
       "      <th>profile_ind_mktresearch</th>\n",
       "      <th>profile_ind_marketing</th>\n",
       "      <th>profile_ind_pubrel</th>\n",
       "      <th>profile_ind_broadcast</th>\n",
       "      <th>profile_ind_finance</th>\n",
       "      <th>profile_ind_retail</th>\n",
       "      <th>profile_ind_foodbev</th>\n",
       "      <th>profile_occ1current</th>\n",
       "      <th>profile_occ2current</th>\n",
       "      <th>profile_occ3current</th>\n",
       "      <th>profile_employersize</th>\n",
       "      <th>profile_occ1recent</th>\n",
       "      <th>profile_occ2recent</th>\n",
       "      <th>profile_occ3recent</th>\n",
       "      <th>profile_hhpurchdec</th>\n",
       "      <th>paprofile_lang</th>\n",
       "      <th>paprofile_righttrack</th>\n",
       "      <th>paprofile_mip</th>\n",
       "      <th>paprofile_mip_oth</th>\n",
       "      <th>paprofile_regist</th>\n",
       "      <th>paprofile_everreg</th>\n",
       "      <th>paprofile_vote2008_pres</th>\n",
       "      <th>paprofile_howvote2008_pres</th>\n",
       "      <th>paprofile_pres2008_oth</th>\n",
       "      <th>paprofile_vote2010_congr</th>\n",
       "      <th>paprofile_howvote2010_congr</th>\n",
       "      <th>paprofile_pid</th>\n",
       "      <th>paprofile_othpid</th>\n",
       "      <th>paprofile_pidstrong_rep</th>\n",
       "      <th>paprofile_pidstrong_dem</th>\n",
       "      <th>paprofile_pidcloser</th>\n",
       "      <th>paprofile_libcon_self</th>\n",
       "      <th>paprofile_libcon_pres</th>\n",
       "      <th>paprofile_favrate_pres</th>\n",
       "      <th>paprofile_presperf</th>\n",
       "      <th>paprofile_presperf_econ</th>\n",
       "      <th>paprofile_presperf_deficit</th>\n",
       "      <th>paprofile_presperf_healthc</th>\n",
       "      <th>paprofile_presperf_taxes</th>\n",
       "      <th>paprofile_presperf_educ</th>\n",
       "      <th>paprofile_presperf_forgnpol</th>\n",
       "      <th>paprofile_presperf_racerel</th>\n",
       "      <th>paprofile_presperf_envir</th>\n",
       "      <th>paprofile_presperf_immig</th>\n",
       "      <th>paprofile_presperf_terror</th>\n",
       "      <th>paprofile_presperf_afghan</th>\n",
       "      <th>paprofile_presperf_jobs</th>\n",
       "      <th>paprofile_presperf_energy</th>\n",
       "      <th>paprofile_prestime_forgnpol</th>\n",
       "      <th>paprofile_prestime_economic</th>\n",
       "      <th>paprofile_prestime_domestic</th>\n",
       "      <th>paprofile_prestime_homesec</th>\n",
       "      <th>paprofile_interestpolit</th>\n",
       "      <th>paprofile_freqpolit_work</th>\n",
       "      <th>paprofile_freqpolit_church</th>\n",
       "      <th>paprofile_freqpolit_friends</th>\n",
       "      <th>paprofile_freqpolit_family</th>\n",
       "      <th>paprofile_freqpolit_blog</th>\n",
       "      <th>paprofile_freqpolit_socmedia</th>\n",
       "      <th>paprofile_politinfo_radio</th>\n",
       "      <th>paprofile_politinfo_inetnews</th>\n",
       "      <th>paprofile_politinfo_prntnwsp</th>\n",
       "      <th>paprofile_politinfo_tv</th>\n",
       "      <th>paprofile_politinfo_mags</th>\n",
       "      <th>paprofile_politinfo_blogs</th>\n",
       "      <th>paprofile_politinfo_socmedia</th>\n",
       "      <th>paprofile_ancestry_1</th>\n",
       "      <th>paprofile_ancestry_2</th>\n",
       "      <th>paprofile_ancestry_3</th>\n",
       "      <th>paprofile_ancestry_4</th>\n",
       "      <th>paprofile_ancestry_5</th>\n",
       "      <th>paprofile_rlang_1</th>\n",
       "      <th>paprofile_rlang_2</th>\n",
       "      <th>paprofile_rlang_3</th>\n",
       "      <th>paprofile_otherslang_1</th>\n",
       "      <th>paprofile_otherslang_2</th>\n",
       "      <th>paprofile_otherslang_3</th>\n",
       "      <th>paprofile_borncit</th>\n",
       "      <th>paprofile_whencit</th>\n",
       "      <th>paprofile_priorcit</th>\n",
       "      <th>paprofile_multcit</th>\n",
       "      <th>paprofile_2ndcit</th>\n",
       "      <th>paprofile_orient_r</th>\n",
       "      <th>paprofile_orient_oth</th>\n",
       "      <th>paprofile_transgender</th>\n",
       "      <th>paprofile_unionmem</th>\n",
       "      <th>paprofile_aarp</th>\n",
       "      <th>paprofile_milit</th>\n",
       "      <th>paprofile_milit_family</th>\n",
       "      <th>paprofile_religion</th>\n",
       "      <th>paprofile_religionfull</th>\n",
       "      <th>paprofile_religion_oth</th>\n",
       "      <th>paprofile_bornagain</th>\n",
       "      <th>paprofile_jewish</th>\n",
       "      <th>paprofile_jewishparent</th>\n",
       "      <th>paprofile_attend</th>\n",
       "      <th>paprofile_orgservice</th>\n",
       "      <th>paprofile_orgveterans</th>\n",
       "      <th>paprofile_orgrelig</th>\n",
       "      <th>paprofile_orgsenior</th>\n",
       "      <th>paprofile_orgwomen</th>\n",
       "      <th>paprofile_orgpolitiss</th>\n",
       "      <th>paprofile_orgcivic</th>\n",
       "      <th>paprofile_orgschool</th>\n",
       "      <th>paprofile_orgyouth</th>\n",
       "      <th>paprofile_orgneighb</th>\n",
       "      <th>paprofile_orgethnic</th>\n",
       "      <th>paprofile_attendpta</th>\n",
       "      <th>paprofile_attendcommun</th>\n",
       "      <th>paprofile_donateblood</th>\n",
       "      <th>paprofile_givecharity</th>\n",
       "      <th>paprofile_workcharity</th>\n",
       "      <th>paprofile_rally</th>\n",
       "      <th>paprofile_govtoffic</th>\n",
       "      <th>paprofile_prescamp</th>\n",
       "      <th>paprofile_othcamp</th>\n",
       "      <th>paprofile_moneyprescamp</th>\n",
       "      <th>paprofile_moneyothcamp</th>\n",
       "      <th>paprofile_workcommuniss</th>\n",
       "      <th>paprofile_workcommbd</th>\n",
       "      <th>paprofile_lettertonewsp</th>\n",
       "      <th>paprofile_messagebd</th>\n",
       "      <th>paprofile_publicofc</th>\n",
       "      <th>paprofile_1stcamp</th>\n",
       "      <th>paprofile_active_teapty</th>\n",
       "      <th>paprofile_active_envir</th>\n",
       "      <th>paprofile_active_womrts</th>\n",
       "      <th>paprofile_active_equrts</th>\n",
       "      <th>paprofile_active_righttolife</th>\n",
       "      <th>paprofile_active_peace</th>\n",
       "      <th>paprofile_active_lgbt</th>\n",
       "      <th>paprofile_active_occupy</th>\n",
       "      <th>paprofile_recent_teapty</th>\n",
       "      <th>paprofile_recent_envir</th>\n",
       "      <th>paprofile_recent_womrts</th>\n",
       "      <th>paprofile_recent_equrts</th>\n",
       "      <th>paprofile_recent_righttolife</th>\n",
       "      <th>paprofile_recent_peace</th>\n",
       "      <th>paprofile_recent_lgbt</th>\n",
       "      <th>paprofile_recent_occupy</th>\n",
       "      <th>paprofile_moneyenvir</th>\n",
       "      <th>paprofile_timeenvir</th>\n",
       "      <th>paprofile_recyclepaper</th>\n",
       "      <th>paprofile_recyclecans</th>\n",
       "      <th>paprofile_recycleglass</th>\n",
       "      <th>paprofile_recycleplast</th>\n",
       "      <th>paprofile_prodrecycled</th>\n",
       "      <th>paprofile_energycut</th>\n",
       "      <th>paprofile_replacebulbs</th>\n",
       "      <th>paprofile_otherenvir</th>\n",
       "      <th>paprofile_engytaxcredit</th>\n",
       "      <th>paprofile_selfenvironlst</th>\n",
       "      <th>paprofile_hhguns</th>\n",
       "      <th>paprofile_pistol</th>\n",
       "      <th>paprofile_shotgun</th>\n",
       "      <th>paprofile_rifle</th>\n",
       "      <th>paprofile_othergun</th>\n",
       "      <th>paprofile_othergun_type</th>\n",
       "      <th>paprofile_personalgun</th>\n",
       "      <th>paprofile_comments</th>\n",
       "      <th>race2012_sen</th>\n",
       "      <th>race2012_gov</th>\n",
       "      <th>typerace2012_hse</th>\n",
       "      <th>typerace2012_sen</th>\n",
       "      <th>typerace2012_gov</th>\n",
       "      <th>cand_hse_dem_name</th>\n",
       "      <th>cand_hse_dem_gend</th>\n",
       "      <th>cand_hse_dem_code</th>\n",
       "      <th>cand_hse_rep_name</th>\n",
       "      <th>cand_hse_rep_gend</th>\n",
       "      <th>cand_hse_rep_code</th>\n",
       "      <th>cand_hse_oth_name</th>\n",
       "      <th>cand_hse_oth_gend</th>\n",
       "      <th>cand_hse_oth_code</th>\n",
       "      <th>cand_hse_oth_pty</th>\n",
       "      <th>cand_sen_dem_name</th>\n",
       "      <th>cand_sen_dem_gend</th>\n",
       "      <th>cand_sen_dem_code</th>\n",
       "      <th>cand_sen_rep_name</th>\n",
       "      <th>cand_sen_rep_gend</th>\n",
       "      <th>cand_sen_rep_code</th>\n",
       "      <th>cand_sen_oth_name</th>\n",
       "      <th>cand_sen_oth_gend</th>\n",
       "      <th>cand_sen_oth_code</th>\n",
       "      <th>cand_sen_oth_pty</th>\n",
       "      <th>sen_norace_srsen_name</th>\n",
       "      <th>sen_norace_srsen_pty</th>\n",
       "      <th>sen_norace_srsen_gend</th>\n",
       "      <th>sen_norace_srsen_code</th>\n",
       "      <th>sen_norace_jrsen_name</th>\n",
       "      <th>sen_norace_jrsen_pty</th>\n",
       "      <th>sen_norace_jrsen_gend</th>\n",
       "      <th>sen_norace_jrsen_code</th>\n",
       "      <th>sen_race_sennotup_name</th>\n",
       "      <th>sen_race_sennotup_pty</th>\n",
       "      <th>sen_race_sennotup_gend</th>\n",
       "      <th>sen_race_sennotup_code</th>\n",
       "      <th>cand_gov_dem_name</th>\n",
       "      <th>cand_gov_dem_gend</th>\n",
       "      <th>cand_gov_dem_code</th>\n",
       "      <th>cand_gov_rep_name</th>\n",
       "      <th>cand_gov_rep_gend</th>\n",
       "      <th>cand_gov_rep_code</th>\n",
       "      <th>cand_gov_oth_name</th>\n",
       "      <th>cand_gov_oth_gend</th>\n",
       "      <th>cand_gov_oth_code</th>\n",
       "      <th>cand_gov_oth_pty</th>\n",
       "      <th>hserep_before_electn_name</th>\n",
       "      <th>hserep_before_electn_pty</th>\n",
       "      <th>hserep_before_electn_gend</th>\n",
       "      <th>randordq_medsrc_tvprog_01</th>\n",
       "      <th>randordq_medsrc_tvprog_02</th>\n",
       "      <th>randordq_medsrc_tvprog_03</th>\n",
       "      <th>randordq_medsrc_tvprog_04</th>\n",
       "      <th>randordq_medsrc_tvprog_05</th>\n",
       "      <th>randordq_medsrc_tvprog_06</th>\n",
       "      <th>randordq_medsrc_tvprog_07</th>\n",
       "      <th>randordq_medsrc_tvprog_08</th>\n",
       "      <th>randordq_medsrc_tvprog_09</th>\n",
       "      <th>randordq_medsrc_tvprog_10</th>\n",
       "      <th>randordq_medsrc_tvprog_11</th>\n",
       "      <th>randordq_medsrc_tvprog_12</th>\n",
       "      <th>randordq_medsrc_tvprog_13</th>\n",
       "      <th>randordq_medsrc_tvprog_14</th>\n",
       "      <th>randordq_medsrc_tvprog_15</th>\n",
       "      <th>randordq_medsrc_tvprog_16</th>\n",
       "      <th>randordq_medsrc_tvprog_17</th>\n",
       "      <th>randordq_medsrc_tvprog_18</th>\n",
       "      <th>randordq_medsrc_tvprog_19</th>\n",
       "      <th>randordq_medsrc_tvprog_20</th>\n",
       "      <th>randordq_medsrc_tvprog_21</th>\n",
       "      <th>randordq_medsrc_tvprog_22</th>\n",
       "      <th>randordq_medsrc_tvprog_23</th>\n",
       "      <th>randordq_medsrc_tvprog_24</th>\n",
       "      <th>randordq_medsrc_tvprog_25</th>\n",
       "      <th>randordq_medsrc_tvprog_26</th>\n",
       "      <th>randordq_medsrc_tvprog_27</th>\n",
       "      <th>randordq_medsrc_tvprog_28</th>\n",
       "      <th>randordq_medsrc_tvprog_29</th>\n",
       "      <th>randordq_medsrc_tvprog_30</th>\n",
       "      <th>randordq_medsrc_tvprog_31</th>\n",
       "      <th>randordq_medsrc_tvprog_32</th>\n",
       "      <th>randordq_medsrc_tvprog_33</th>\n",
       "      <th>randordq_medsrc_tvprog_34</th>\n",
       "      <th>randordq_medsrc_tvprog_35</th>\n",
       "      <th>randordq_medsrc_tvprog_36</th>\n",
       "      <th>randordq_medsrc_tvprog_37</th>\n",
       "      <th>randordq_medsrc_tvprog_38</th>\n",
       "      <th>randordq_medsrc_tvprog_39</th>\n",
       "      <th>randordq_medsrc_tvprog_40</th>\n",
       "      <th>randordq_medsrc_tvprog_41</th>\n",
       "      <th>randordq_medsrc_tvprog_42</th>\n",
       "      <th>randordq_medsrc_tvprog_43</th>\n",
       "      <th>randordq_medsrc_tvprog_44</th>\n",
       "      <th>randordq_medsrc_tvprog_45</th>\n",
       "      <th>randordq_medsrc_tvprog_46</th>\n",
       "      <th>randordq_medsrc_tvprog_47</th>\n",
       "      <th>randordq_medsrc_tvprog_48</th>\n",
       "      <th>randordq_medsrc_tvprog_49</th>\n",
       "      <th>randordq_medsrc_tvprog_50</th>\n",
       "      <th>randordq_medsrc_tvprog_51</th>\n",
       "      <th>randordq_medsrc_tvprog_52</th>\n",
       "      <th>randordq_medsrc_tvprog_53</th>\n",
       "      <th>randordq_medsrc_tvprog_54</th>\n",
       "      <th>randordq_medsrc_tvprog_55</th>\n",
       "      <th>randordq_medsrc_tvprog_56</th>\n",
       "      <th>randordq_medsrc_tvprog_57</th>\n",
       "      <th>randordq_medsrc_tvprog_58</th>\n",
       "      <th>randordq_medsrc_tvprog_59</th>\n",
       "      <th>randordq_medsrc_tvprog_60</th>\n",
       "      <th>randordq_medsrc_tvprog_61</th>\n",
       "      <th>randordq_medsrc_tvprog_62</th>\n",
       "      <th>randordq_medsrc_tvprog_63</th>\n",
       "      <th>randordq_medsrc_tvprog_64</th>\n",
       "      <th>randord_medsrc_tvprog01_scrn</th>\n",
       "      <th>randord_medsrc_tvprog02_scrn</th>\n",
       "      <th>randord_medsrc_tvprog03_scrn</th>\n",
       "      <th>randord_medsrc_tvprog04_scrn</th>\n",
       "      <th>randord_medsrc_tvprog05_scrn</th>\n",
       "      <th>randord_medsrc_tvprog06_scrn</th>\n",
       "      <th>randord_medsrc_tvprog07_scrn</th>\n",
       "      <th>randord_medsrc_tvprog08_scrn</th>\n",
       "      <th>randord_medsrc_tvprog09_scrn</th>\n",
       "      <th>randord_medsrc_tvprog10_scrn</th>\n",
       "      <th>randord_medsrc_tvprog11_scrn</th>\n",
       "      <th>randord_medsrc_tvprog12_scrn</th>\n",
       "      <th>randord_medsrc_tvprog13_scrn</th>\n",
       "      <th>randord_medsrc_tvprog14_scrn</th>\n",
       "      <th>randord_medsrc_tvprog15_scrn</th>\n",
       "      <th>randord_medsrc_tvprog16_scrn</th>\n",
       "      <th>randord_medsrc_tvprog17_scrn</th>\n",
       "      <th>randord_medsrc_tvprog18_scrn</th>\n",
       "      <th>randord_medsrc_tvprog19_scrn</th>\n",
       "      <th>randord_medsrc_tvprog20_scrn</th>\n",
       "      <th>randord_medsrc_tvprog21_scrn</th>\n",
       "      <th>randord_medsrc_tvprog22_scrn</th>\n",
       "      <th>randord_medsrc_tvprog23_scrn</th>\n",
       "      <th>randord_medsrc_tvprog24_scrn</th>\n",
       "      <th>randord_medsrc_tvprog25_scrn</th>\n",
       "      <th>randord_medsrc_tvprog26_scrn</th>\n",
       "      <th>randord_medsrc_tvprog27_scrn</th>\n",
       "      <th>randord_medsrc_tvprog28_scrn</th>\n",
       "      <th>randord_medsrc_tvprog29_scrn</th>\n",
       "      <th>randord_medsrc_tvprog30_scrn</th>\n",
       "      <th>randord_medsrc_tvprog31_scrn</th>\n",
       "      <th>randord_medsrc_tvprog32_scrn</th>\n",
       "      <th>randord_medsrc_tvprog33_scrn</th>\n",
       "      <th>randord_medsrc_tvprog34_scrn</th>\n",
       "      <th>randord_medsrc_tvprog35_scrn</th>\n",
       "      <th>randord_medsrc_tvprog36_scrn</th>\n",
       "      <th>randord_medsrc_tvprog37_scrn</th>\n",
       "      <th>randord_medsrc_tvprog38_scrn</th>\n",
       "      <th>randord_medsrc_tvprog39_scrn</th>\n",
       "      <th>randord_medsrc_tvprog40_scrn</th>\n",
       "      <th>randord_medsrc_tvprog41_scrn</th>\n",
       "      <th>randord_medsrc_tvprog42_scrn</th>\n",
       "      <th>randord_medsrc_tvprog43_scrn</th>\n",
       "      <th>randord_medsrc_tvprog44_scrn</th>\n",
       "      <th>randord_medsrc_tvprog45_scrn</th>\n",
       "      <th>randord_medsrc_tvprog46_scrn</th>\n",
       "      <th>randord_medsrc_tvprog47_scrn</th>\n",
       "      <th>randord_medsrc_tvprog48_scrn</th>\n",
       "      <th>randord_medsrc_tvprog49_scrn</th>\n",
       "      <th>randord_medsrc_tvprog50_scrn</th>\n",
       "      <th>randord_medsrc_tvprog51_scrn</th>\n",
       "      <th>randord_medsrc_tvprog52_scrn</th>\n",
       "      <th>randord_medsrc_tvprog53_scrn</th>\n",
       "      <th>randord_medsrc_tvprog54_scrn</th>\n",
       "      <th>randord_medsrc_tvprog55_scrn</th>\n",
       "      <th>randord_medsrc_tvprog56_scrn</th>\n",
       "      <th>randord_medsrc_tvprog57_scrn</th>\n",
       "      <th>randord_medsrc_tvprog58_scrn</th>\n",
       "      <th>randord_medsrc_tvprog59_scrn</th>\n",
       "      <th>randord_medsrc_tvprog60_scrn</th>\n",
       "      <th>randord_medsrc_tvprog61_scrn</th>\n",
       "      <th>randord_medsrc_tvprog62_scrn</th>\n",
       "      <th>randord_medsrc_tvprog63_scrn</th>\n",
       "      <th>randord_medsrc_tvprog64_scrn</th>\n",
       "      <th>randordq_medsrc_radio_01</th>\n",
       "      <th>randordq_medsrc_radio_02</th>\n",
       "      <th>randordq_medsrc_radio_03</th>\n",
       "      <th>randordq_medsrc_radio_04</th>\n",
       "      <th>randordq_medsrc_radio_05</th>\n",
       "      <th>randordq_medsrc_radio_06</th>\n",
       "      <th>randordq_medsrc_radio_07</th>\n",
       "      <th>randordq_medsrc_radio_08</th>\n",
       "      <th>randordq_medsrc_radio_09</th>\n",
       "      <th>randordq_medsrc_radio_10</th>\n",
       "      <th>randordq_medsrc_radio_11</th>\n",
       "      <th>randordq_medsrc_radio_12</th>\n",
       "      <th>randordq_medsrc_radio_13</th>\n",
       "      <th>randordq_medsrc_radio_14</th>\n",
       "      <th>randordq_medsrc_radio_15</th>\n",
       "      <th>randordq_medsrc_websites_01</th>\n",
       "      <th>randordq_medsrc_websites_02</th>\n",
       "      <th>randordq_medsrc_websites_03</th>\n",
       "      <th>randordq_medsrc_websites_04</th>\n",
       "      <th>randordq_medsrc_websites_05</th>\n",
       "      <th>randordq_medsrc_websites_06</th>\n",
       "      <th>randordq_medsrc_websites_07</th>\n",
       "      <th>randordq_medsrc_websites_08</th>\n",
       "      <th>randordq_medsrc_websites_09</th>\n",
       "      <th>randordq_medsrc_websites_10</th>\n",
       "      <th>randordq_medsrc_websites_11</th>\n",
       "      <th>randordq_medsrc_websites_12</th>\n",
       "      <th>randordq_medsrc_websites_13</th>\n",
       "      <th>randordq_medsrc_websites_14</th>\n",
       "      <th>randordq_medsrc_websites_15</th>\n",
       "      <th>randordq_medsrc_newsp_01</th>\n",
       "      <th>randordq_medsrc_newsp_02</th>\n",
       "      <th>randordq_medsrc_newsp_03</th>\n",
       "      <th>randordq_medsrc_newsp_04</th>\n",
       "      <th>randordq_medsrc_newsp_05</th>\n",
       "      <th>randordq_medsrc_newsp_06</th>\n",
       "      <th>randordq_medsrc_newsp_07</th>\n",
       "      <th>randordq_medsrc_newsp_08</th>\n",
       "      <th>randordq_medsrc_newsp_09</th>\n",
       "      <th>randordq_medsrc_newsp_10</th>\n",
       "      <th>randordq_medsrc_newsp_11</th>\n",
       "      <th>randordq_medsrc_newsp_12</th>\n",
       "      <th>randordq_medsrc_newsp_13</th>\n",
       "      <th>randordq_medsrc_newsp_14</th>\n",
       "      <th>randordq_medsrc_newsp_15</th>\n",
       "      <th>randsplice_revisedstandard</th>\n",
       "      <th>randopts_fwdrev</th>\n",
       "      <th>randordq_cands_parties</th>\n",
       "      <th>randord_vote_ptynames</th>\n",
       "      <th>randordq_web_pretherms</th>\n",
       "      <th>randordq_affects</th>\n",
       "      <th>rand_place_likelypercent</th>\n",
       "      <th>randordq_ecblame_pres</th>\n",
       "      <th>randordq_ecblame_prevpres</th>\n",
       "      <th>randordq_ecblame_congdem</th>\n",
       "      <th>randordq_ecblame_congrep</th>\n",
       "      <th>randordq_ecblame_wallstr</th>\n",
       "      <th>randordq_ecblame_consumers</th>\n",
       "      <th>randordq_ecblame_lenders</th>\n",
       "      <th>randord_econperf_ptynames</th>\n",
       "      <th>randsplice_dutychoice</th>\n",
       "      <th>randord_pid_ptynames</th>\n",
       "      <th>randordq_trait_moral</th>\n",
       "      <th>randordq_trait_strong</th>\n",
       "      <th>randordq_trait_cares</th>\n",
       "      <th>randordq_trait_know</th>\n",
       "      <th>randordq_trait_intell</th>\n",
       "      <th>randordq_trait_honest</th>\n",
       "      <th>randsplice_fedspendtxt</th>\n",
       "      <th>randordq_fedspend_socsec</th>\n",
       "      <th>randordq_fedspend_pubsch</th>\n",
       "      <th>randordq_fedspend_scitech</th>\n",
       "      <th>randordq_fedspend_crime</th>\n",
       "      <th>randordq_fedspend_welfare</th>\n",
       "      <th>randordq_fedspend_child</th>\n",
       "      <th>randordq_fedspend_poor</th>\n",
       "      <th>randordq_fedspend_envir</th>\n",
       "      <th>randopts_pk_medicare</th>\n",
       "      <th>randopts_pk_spendleast</th>\n",
       "      <th>randord_womenperf_ptynames</th>\n",
       "      <th>randordq_ftf_thermpo_pcpcsp</th>\n",
       "      <th>randordq_web_thermpopc</th>\n",
       "      <th>randordq_web_thermpopcsp</th>\n",
       "      <th>randordq_thermpo_hscand</th>\n",
       "      <th>randordq_web_thermpo_sencand</th>\n",
       "      <th>randordq_web_thermpo_senatrs</th>\n",
       "      <th>randordq_web_thermpo_vpc</th>\n",
       "      <th>randordq_grptherm_xfund</th>\n",
       "      <th>randordq_grptherm_cath</th>\n",
       "      <th>randordq_grptherm_feminst</th>\n",
       "      <th>randordq_grptherm_fedgov</th>\n",
       "      <th>randordq_grptherm_lib</th>\n",
       "      <th>randordq_grptherm_midclass</th>\n",
       "      <th>randordq_grptherm_labor</th>\n",
       "      <th>randordq_grptherm_poor</th>\n",
       "      <th>randordq_grptherm_milit</th>\n",
       "      <th>randordq_grptherm_bigbusn</th>\n",
       "      <th>randordq_grptherm_welfare</th>\n",
       "      <th>randordq_grptherm_conserv</th>\n",
       "      <th>randordq_grptherm_wkclass</th>\n",
       "      <th>randordq_grptherm_suprct</th>\n",
       "      <th>randordq_grptherm_gaylesb</th>\n",
       "      <th>randordq_grptherm_congress</th>\n",
       "      <th>randordq_grptherm_rich</th>\n",
       "      <th>randordq_grptherm_muslim</th>\n",
       "      <th>randordq_grptherm_xtian</th>\n",
       "      <th>randordq_grptherm_atheist</th>\n",
       "      <th>randordq_grptherm_mormon</th>\n",
       "      <th>randordq_grptherm_teapty</th>\n",
       "      <th>randord_mip_ptynames</th>\n",
       "      <th>randordq_deficit_inctax</th>\n",
       "      <th>randordq_deficit_medvouch</th>\n",
       "      <th>randordq_deficit_corptax</th>\n",
       "      <th>randordq_deficit_cutmilit</th>\n",
       "      <th>randordq_deficit_fedemp</th>\n",
       "      <th>randordq_deficit_cutgovt</th>\n",
       "      <th>randordq_ftf_abort_pc</th>\n",
       "      <th>randordq_abort_healthnonfatl</th>\n",
       "      <th>randordq_abort_healthfatal</th>\n",
       "      <th>randordq_abort_incest</th>\n",
       "      <th>randordq_abort_rape</th>\n",
       "      <th>randordq_abort_defect</th>\n",
       "      <th>randordq_abort_financial</th>\n",
       "      <th>randordq_abort_gendpref</th>\n",
       "      <th>randord_factor_pcnamestxt</th>\n",
       "      <th>randordq_factor_rpcreligion</th>\n",
       "      <th>randordq_factor_dpcrace</th>\n",
       "      <th>randordq_factor_hcarelaw</th>\n",
       "      <th>randordq_factor_economy</th>\n",
       "      <th>randordq_factor_foreignpol</th>\n",
       "      <th>randordq_factor_dpcreligion</th>\n",
       "      <th>randordq_factor_rpcwealth</th>\n",
       "      <th>randordq_factor_dpcparty</th>\n",
       "      <th>randordq_factor_rpcparty</th>\n",
       "      <th>randopts_pk_secytreas</th>\n",
       "      <th>randopts_pk_pty2ndhse</th>\n",
       "      <th>randopts_pk_secyun</th>\n",
       "      <th>randordq_casitherm_asianam</th>\n",
       "      <th>randordq_casitherm_hisp</th>\n",
       "      <th>randordq_casitherm_black</th>\n",
       "      <th>randordq_casitherm_illegal</th>\n",
       "      <th>randordq_casitherm_white</th>\n",
       "      <th>randordq_stereogroups</th>\n",
       "      <th>randordq_discrim_black</th>\n",
       "      <th>randordq_discrim_hisp</th>\n",
       "      <th>randordq_discrim_white</th>\n",
       "      <th>randordq_discrim_gay</th>\n",
       "      <th>randordq_discrim_women</th>\n",
       "      <th>randordq_stereorelig</th>\n",
       "      <th>invited_inetrecontact2013</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>0 rows × 2249 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [version, caseid, weight_ftf, weight_web, weight_full, psu_full, psu_ftf, strata_full, strata_ftf, ftf_oversample, wave_completions, mode, gend_gendobs, gender_respondent_x, interest_attention, interest_following, interest_wherevote, interest_voted2008, interest_whovote2008, interest_whovote2008_oth, prmedia_useinet, prmedia_wkinews, prmedia_atinews, prmedia_wktvnws, prmedia_attvnews, prmedia_wkpaprnws, prmedia_atpprnews, prmedia_wkrdnws, prmedia_atrdnews, prevote_regist_addr, prevote_regist_noaddr, prevote_reg, prevote_reg_recordstate, prevote_reg_recordcity, prevote_reg_state, prevote_reg_samestate, prevote_regincnty, prevote_regyrs3cat, prevote_regyrsfull, prevote_regname, prevote_regpty_state, prevote_regpty, prevote_regpty_oth, prevote_regint, prevote_primv, prevote_primvwho, prevote_primvwho_oth, prevote_voted, prevote_vconf, prevote_howvote, prevote_ckbcard, prevote_ballot_color, prevote_presvt, prevote_presvtwho, prevote_presvtwho_oth, prevote_presstr, prevote_vtpresdec, prevote_vtpresdec_dkrf, prevote_intpres, prevote_intpreswho, prevote_intpreswho_oth, prevote_intpresst, prevote_prefpres, prevote_prefprwho, prevote_prefprwho_oth, prevote_prefprstr, prevote_votehs, prevote_hsvtbc, prevote_hsvtnobc, prevote_inths, prevote_inthsbc, prevote_inthsnobc, prevote_hspref, prevote_hsprefbc, prevote_hsprefnobc, prevote_senhhstate, prevote_senregstate, prevote_votesen, prevote_vtsenbc, prevote_vtsennobc, prevote_intsen, prevote_intsenbc, prevote_intsennobc, prevote_senpref, prevote_senprefbc, prevote_senprefnobc, prevote_govhhstate, prevote_govregstate, prevote_votegov, prevote_vtgovbc, prevote_vtgovnobc, prevote_intgov, prevote_intgovbc, prevote_intgovnobc, prevote_govpref, prevote_govprefbc, prevote_govprefnobc, candlik_likedpc, candlik_likewhatdpc, candlik_disldpc, ...]\n",
       "Index: []\n",
       "\n",
       "[0 rows x 2249 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[df.duplicated(),]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Interesting Columns\n",
    "\n",
    "* V161086: (PRE) Thermometer - Democratic Presidential Candidate\n",
    "* V161087: (PRE) Thermometer - Republican Presidential Candidate\n",
    "\n",
    "* ~V162078: (POST) Thermometer - Democratic Presidential Candidate~\n",
    "* ~V162079: (POST) Thermometer - Republican Presidential Candidate~\n",
    "\n",
    "* V160001: Study Respondent Number: Year-Level CaseID\n",
    "* ~VCF0009z: Weight (???)~ see table below\n",
    "* V160501: Mode of Interview\n",
    "* V161267: (PRE) Respondent - Age\n",
    "* V161342: Respondent - R self-identified gender\n",
    "\n",
    "* V165702: Interview Start Date\n",
    "* V165703: Interview Start Time\n",
    "* V165704: Interview End Date\n",
    "* V165705: Interview End Time\n",
    "\n",
    "\n",
    "* V161155: PRE: party ID: Does R think of self as Dem, Rep, Ind or what?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_Weights_\n",
    "To analyze the complete dataset (both web and face‐to‐face modes) using variables from the post‐\n",
    "election survey only or from both the pre‐election and post‐election questionnaires, use the weight\n",
    "V160102. For analysis of the complete dataset using only the pre‐election questionnaire data, use the\n",
    "weight V160101.\n",
    "\n",
    "_From page 6 of the codebook_\n",
    "\n",
    "* V160101w: Internet mode alone, using data from only the pre‐election survey\n",
    "\n",
    "Since we are working only with web data (becauase that is the one with the survey date mentioned) we would need to use `V160101w` only"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rename Columns\n",
    "\n",
    "These column names are too unfriendly to work with.  We can rename them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>V161086</th>\n",
       "      <th>V161087</th>\n",
       "      <th>V160001</th>\n",
       "      <th>V160501</th>\n",
       "      <th>V161267</th>\n",
       "      <th>V161342</th>\n",
       "      <th>V165702</th>\n",
       "      <th>V165703</th>\n",
       "      <th>V165704</th>\n",
       "      <th>V165705</th>\n",
       "      <th>V161155</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>29.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>26.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>50.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>23.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>3. Independent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>0. No preference (FTF ONLY)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>38.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>3. Independent</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4265</th>\n",
       "      <td>86.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5086.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>37.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050427</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050846</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4266</th>\n",
       "      <td>50.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>5087.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>82.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20160919</td>\n",
       "      <td>124955</td>\n",
       "      <td>20160919</td>\n",
       "      <td>130021</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4267</th>\n",
       "      <td>0.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>5088.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>27.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175632</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175922</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4268</th>\n",
       "      <td>85.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5089.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>39.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054746</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054849</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4269</th>\n",
       "      <td>60.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>5090.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>52.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161019</td>\n",
       "      <td>191857</td>\n",
       "      <td>20161019</td>\n",
       "      <td>192434</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4270 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     V161086 V161087  V160001       V160501 V161267    V161342  \\\n",
       "0        0.0    85.0      1.0  1. FTF /CASI    29.0    1. Male   \n",
       "1        0.0    85.0      2.0  1. FTF /CASI    26.0    1. Male   \n",
       "2       50.0    60.0      3.0  1. FTF /CASI    23.0    1. Male   \n",
       "3        0.0    60.0      4.0  1. FTF /CASI    58.0    1. Male   \n",
       "4       15.0     0.0      5.0  1. FTF /CASI    38.0  2. Female   \n",
       "...      ...     ...      ...           ...     ...        ...   \n",
       "4265    86.0     3.0   5086.0        2. Web    37.0  2. Female   \n",
       "4266    50.0   100.0   5087.0        2. Web    82.0    1. Male   \n",
       "4267     0.0    86.0   5088.0        2. Web    27.0    1. Male   \n",
       "4268    85.0     0.0   5089.0        2. Web    39.0  2. Female   \n",
       "4269    60.0    40.0   5090.0        2. Web    52.0    1. Male   \n",
       "\n",
       "                           V165702                       V165703  \\\n",
       "0     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "1     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "2     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "3     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "4     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "...                            ...                           ...   \n",
       "4265                      20161028                        050427   \n",
       "4266                      20160919                        124955   \n",
       "4267                      20161018                        175632   \n",
       "4268                      20161021                        054746   \n",
       "4269                      20161019                        191857   \n",
       "\n",
       "                           V165704                       V165705  \\\n",
       "0     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "1     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "2     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "3     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "4     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "...                            ...                           ...   \n",
       "4265                      20161028                        050846   \n",
       "4266                      20160919                        130021   \n",
       "4267                      20161018                        175922   \n",
       "4268                      20161021                        054849   \n",
       "4269                      20161019                        192434   \n",
       "\n",
       "                          V161155  \n",
       "0                   2. Republican  \n",
       "1                   2. Republican  \n",
       "2                  3. Independent  \n",
       "3     0. No preference (FTF ONLY)  \n",
       "4                  3. Independent  \n",
       "...                           ...  \n",
       "4265                  1. Democrat  \n",
       "4266                  1. Democrat  \n",
       "4267                  1. Democrat  \n",
       "4268                  1. Democrat  \n",
       "4269                2. Republican  \n",
       "\n",
       "[4270 rows x 11 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interesting_cols = ['V161086', 'V161087', 'V160001', 'V160501', 'V161267', 'V161342', 'V165702', 'V165703', \n",
    "           'V165704', 'V165705', 'V161155']\n",
    "df_clean = df[interesting_cols]\n",
    "df_clean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_393074/408802456.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_clean.rename(\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ft_dem</th>\n",
       "      <th>ft_rep</th>\n",
       "      <th>caseid</th>\n",
       "      <th>interview_mode</th>\n",
       "      <th>age</th>\n",
       "      <th>gender</th>\n",
       "      <th>interview_start_date</th>\n",
       "      <th>interview_start_time</th>\n",
       "      <th>interview_end_date</th>\n",
       "      <th>interview_end_time</th>\n",
       "      <th>party_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>29.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>26.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>50.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>23.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>3. Independent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>0. No preference (FTF ONLY)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1. FTF /CASI</td>\n",
       "      <td>38.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>-2. Inapplicable, FTF sample</td>\n",
       "      <td>3. Independent</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4265</th>\n",
       "      <td>86.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5086.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>37.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050427</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050846</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4266</th>\n",
       "      <td>50.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>5087.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>82.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20160919</td>\n",
       "      <td>124955</td>\n",
       "      <td>20160919</td>\n",
       "      <td>130021</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4267</th>\n",
       "      <td>0.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>5088.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>27.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175632</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175922</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4268</th>\n",
       "      <td>85.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5089.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>39.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054746</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054849</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4269</th>\n",
       "      <td>60.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>5090.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>52.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161019</td>\n",
       "      <td>191857</td>\n",
       "      <td>20161019</td>\n",
       "      <td>192434</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4270 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     ft_dem ft_rep  caseid interview_mode   age     gender  \\\n",
       "0       0.0   85.0     1.0   1. FTF /CASI  29.0    1. Male   \n",
       "1       0.0   85.0     2.0   1. FTF /CASI  26.0    1. Male   \n",
       "2      50.0   60.0     3.0   1. FTF /CASI  23.0    1. Male   \n",
       "3       0.0   60.0     4.0   1. FTF /CASI  58.0    1. Male   \n",
       "4      15.0    0.0     5.0   1. FTF /CASI  38.0  2. Female   \n",
       "...     ...    ...     ...            ...   ...        ...   \n",
       "4265   86.0    3.0  5086.0         2. Web  37.0  2. Female   \n",
       "4266   50.0  100.0  5087.0         2. Web  82.0    1. Male   \n",
       "4267    0.0   86.0  5088.0         2. Web  27.0    1. Male   \n",
       "4268   85.0    0.0  5089.0         2. Web  39.0  2. Female   \n",
       "4269   60.0   40.0  5090.0         2. Web  52.0    1. Male   \n",
       "\n",
       "              interview_start_date          interview_start_time  \\\n",
       "0     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "1     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "2     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "3     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "4     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "...                            ...                           ...   \n",
       "4265                      20161028                        050427   \n",
       "4266                      20160919                        124955   \n",
       "4267                      20161018                        175632   \n",
       "4268                      20161021                        054746   \n",
       "4269                      20161019                        191857   \n",
       "\n",
       "                interview_end_date            interview_end_time  \\\n",
       "0     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "1     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "2     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "3     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "4     -2. Inapplicable, FTF sample  -2. Inapplicable, FTF sample   \n",
       "...                            ...                           ...   \n",
       "4265                      20161028                        050846   \n",
       "4266                      20160919                        130021   \n",
       "4267                      20161018                        175922   \n",
       "4268                      20161021                        054849   \n",
       "4269                      20161019                        192434   \n",
       "\n",
       "                         party_id  \n",
       "0                   2. Republican  \n",
       "1                   2. Republican  \n",
       "2                  3. Independent  \n",
       "3     0. No preference (FTF ONLY)  \n",
       "4                  3. Independent  \n",
       "...                           ...  \n",
       "4265                  1. Democrat  \n",
       "4266                  1. Democrat  \n",
       "4267                  1. Democrat  \n",
       "4268                  1. Democrat  \n",
       "4269                2. Republican  \n",
       "\n",
       "[4270 rows x 11 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean.rename(\n",
    "    columns={\n",
    "        'V161086': 'ft_dem',                       # * V161086: (PRE) Thermometer - Democratic Presidential Candidate\n",
    "        'V161087': 'ft_rep',                       # * V161087: (PRE) Thermometer - Republican Presidential Candidate\n",
    "        'V160001': 'caseid',                       # * V160001: Study Respondent Number: Year-Level CaseID\n",
    "        'V160501': 'interview_mode',               # * V160501: Mode of Interview\n",
    "        'V161267': 'age',                          # * V161267: (PRE) Respondent - Age\n",
    "        'V161342': 'gender',                       # * V161342: Respondent - R self-identified gender\n",
    "        'V165702': 'interview_start_date',         # * V165702: Interview Start Date\n",
    "        'V165703': 'interview_start_time',         # * V165703: Interview Start Time\n",
    "        'V165704': 'interview_end_date',           # * V165704: Interview End Date\n",
    "        'V165705': 'interview_end_time',           # * V165705: Interview End Time\n",
    "        'V161155': 'party_id'                      # * V161155: PRE: party ID: Does R think of self as Dem, Rep, Ind or what?\n",
    "    }, \n",
    "inplace=True)\n",
    "\n",
    "df_clean"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Remove FTF Data\n",
    "\n",
    "FTF samples don't contain the start date or time of the interview"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ft_dem</th>\n",
       "      <th>ft_rep</th>\n",
       "      <th>caseid</th>\n",
       "      <th>interview_mode</th>\n",
       "      <th>age</th>\n",
       "      <th>gender</th>\n",
       "      <th>interview_start_date</th>\n",
       "      <th>interview_start_time</th>\n",
       "      <th>interview_end_date</th>\n",
       "      <th>interview_end_time</th>\n",
       "      <th>party_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1180</th>\n",
       "      <td>71.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>51.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20160916</td>\n",
       "      <td>202052</td>\n",
       "      <td>20160916</td>\n",
       "      <td>202735</td>\n",
       "      <td>3. Independent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1181</th>\n",
       "      <td>50.0</td>\n",
       "      <td>-99. Refused</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>26.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20160929</td>\n",
       "      <td>040557</td>\n",
       "      <td>20160929</td>\n",
       "      <td>041112</td>\n",
       "      <td>3. Independent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1182</th>\n",
       "      <td>85.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161031</td>\n",
       "      <td>163935</td>\n",
       "      <td>20161031</td>\n",
       "      <td>164031</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1183</th>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2004.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>20.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161029</td>\n",
       "      <td>222111</td>\n",
       "      <td>20161029</td>\n",
       "      <td>222815</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1184</th>\n",
       "      <td>42.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20160914</td>\n",
       "      <td>034508</td>\n",
       "      <td>20160914</td>\n",
       "      <td>034623</td>\n",
       "      <td>5. Other party SPECIFY</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4265</th>\n",
       "      <td>86.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5086.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>37.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050427</td>\n",
       "      <td>20161028</td>\n",
       "      <td>050846</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4266</th>\n",
       "      <td>50.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>5087.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>82.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20160919</td>\n",
       "      <td>124955</td>\n",
       "      <td>20160919</td>\n",
       "      <td>130021</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4267</th>\n",
       "      <td>0.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>5088.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>27.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175632</td>\n",
       "      <td>20161018</td>\n",
       "      <td>175922</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4268</th>\n",
       "      <td>85.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5089.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>39.0</td>\n",
       "      <td>2. Female</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054746</td>\n",
       "      <td>20161021</td>\n",
       "      <td>054849</td>\n",
       "      <td>1. Democrat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4269</th>\n",
       "      <td>60.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>5090.0</td>\n",
       "      <td>2. Web</td>\n",
       "      <td>52.0</td>\n",
       "      <td>1. Male</td>\n",
       "      <td>20161019</td>\n",
       "      <td>191857</td>\n",
       "      <td>20161019</td>\n",
       "      <td>192434</td>\n",
       "      <td>2. Republican</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3090 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     ft_dem        ft_rep  caseid interview_mode   age     gender  \\\n",
       "1180   71.0           2.0  2001.0         2. Web  51.0    1. Male   \n",
       "1181   50.0  -99. Refused  2002.0         2. Web  26.0    1. Male   \n",
       "1182   85.0           0.0  2003.0         2. Web  56.0    1. Male   \n",
       "1183   70.0           0.0  2004.0         2. Web  20.0  2. Female   \n",
       "1184   42.0          50.0  2005.0         2. Web  26.0  2. Female   \n",
       "...     ...           ...     ...            ...   ...        ...   \n",
       "4265   86.0           3.0  5086.0         2. Web  37.0  2. Female   \n",
       "4266   50.0         100.0  5087.0         2. Web  82.0    1. Male   \n",
       "4267    0.0          86.0  5088.0         2. Web  27.0    1. Male   \n",
       "4268   85.0           0.0  5089.0         2. Web  39.0  2. Female   \n",
       "4269   60.0          40.0  5090.0         2. Web  52.0    1. Male   \n",
       "\n",
       "     interview_start_date interview_start_time interview_end_date  \\\n",
       "1180             20160916               202052           20160916   \n",
       "1181             20160929               040557           20160929   \n",
       "1182             20161031               163935           20161031   \n",
       "1183             20161029               222111           20161029   \n",
       "1184             20160914               034508           20160914   \n",
       "...                   ...                  ...                ...   \n",
       "4265             20161028               050427           20161028   \n",
       "4266             20160919               124955           20160919   \n",
       "4267             20161018               175632           20161018   \n",
       "4268             20161021               054746           20161021   \n",
       "4269             20161019               191857           20161019   \n",
       "\n",
       "     interview_end_time                party_id  \n",
       "1180             202735          3. Independent  \n",
       "1181             041112          3. Independent  \n",
       "1182             164031           2. Republican  \n",
       "1183             222815             1. Democrat  \n",
       "1184             034623  5. Other party SPECIFY  \n",
       "...                 ...                     ...  \n",
       "4265             050846             1. Democrat  \n",
       "4266             130021             1. Democrat  \n",
       "4267             175922             1. Democrat  \n",
       "4268             054849             1. Democrat  \n",
       "4269             192434           2. Republican  \n",
       "\n",
       "[3090 rows x 11 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_clean = df_clean[df_clean[\"interview_mode\"] == \"2. Web\"]\n",
    "df_clean"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Is there anyone without a Feeling Thermometer?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean = df_clean[ ~df_clean[\"ft_dem\"].str.startswith('-99', na=False) ]  # Refused\n",
    "df_clean = df_clean[ ~df_clean[\"ft_dem\"].str.startswith('-88', na=False) ]  # Don't Know"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean = df_clean[ ~df_clean[\"ft_rep\"].str.startswith('-99', na=False) ]\n",
    "df_clean = df_clean[ ~df_clean[\"ft_rep\"].str.startswith('-88', na=False) ]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Proper column types\n",
    "Fix the column types so that they are interpreted properly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean[\"ft_dem\"] = pd.to_numeric(df_clean[\"ft_dem\"])\n",
    "df_clean[\"ft_rep\"] = pd.to_numeric(df_clean[\"ft_rep\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean[\"interview_start_date\"] = pd.to_datetime(df_clean[\"interview_start_date\"])\n",
    "df_clean[\"interview_end_date\"] = pd.to_datetime(df_clean[\"interview_end_date\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean[\"interview_start_time\"] = pd.to_datetime(df_clean[\"interview_start_time\"], format=\"%H%M%S\")\n",
    "df_clean[\"interview_end_time\"] = pd.to_datetime(df_clean[\"interview_end_time\"], format=\"%H%M%S\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Any interviews that crossed days?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "n_multidaysurveys=45; n_singledaysurveys=2989\n"
     ]
    }
   ],
   "source": [
    "n_multidaysurveys = len(df_clean[df_clean[\"interview_start_date\"] != df_clean[\"interview_end_date\"]])\n",
    "n_singledaysurveys = len(df_clean[df_clean[\"interview_start_date\"] == df_clean[\"interview_end_date\"]])\n",
    "\n",
    "\n",
    "\n",
    "print(f\"{n_multidaysurveys=}; {n_singledaysurveys=}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Save the Clean Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df_clean.to_csv(\"2016_clean.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_clean = pd.read_csv(\"2016_clean.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "demblue = \"#0015BC\"\n",
    "repred = \"#FF0000\"\n",
    "demgrey = \"#9EA4BF\"\n",
    "repgrey = \"#BF9EA2\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='ft_dem', ylabel='Count'>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "sns.histplot(\n",
    "    data = df_clean,\n",
    "    x = \"ft_dem\",\n",
    "    ax=ax,\n",
    "    palette=[demblue],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='ft_rep', ylabel='Count'>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "sns.histplot(\n",
    "    data = df_clean,\n",
    "    x = \"ft_rep\",\n",
    "    ax=ax,\n",
    "    palette=[repred],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f5bfa0cd840>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(16, 8))\n",
    "sns.kdeplot(\n",
    "    data = df_clean,\n",
    "    x = \"ft_dem\",\n",
    "    ax = ax,\n",
    "    color = demblue,\n",
    "    label = 'Clinton'\n",
    ")\n",
    "sns.kdeplot(\n",
    "    data = df_clean,\n",
    "    x = \"ft_rep\",\n",
    "    ax = ax,\n",
    "    color = repred,\n",
    "    label = 'Trump'\n",
    ")\n",
    "\n",
    "ax.spines['right'].set_visible(False)\n",
    "ax.spines['top'].set_visible(False)\n",
    "ax.set_xlabel(\"Feeling Thermometer Temperature\", fontsize=16)\n",
    "ax.set_ylabel(\"Density of Respondents\", fontsize=16)\n",
    "ax.set_title(\"2016\", fontsize=22)\n",
    "\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Date Window"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start_date=datetime.datetime(2016, 10, 25, 0, 0); end_date=datetime.datetime(2016, 11, 1, 0, 0)\n"
     ]
    }
   ],
   "source": [
    "import datetime\n",
    "\n",
    "start_date = datetime.datetime(2016, 10, 25)\n",
    "end_date = datetime.datetime(2016, 11, 1)\n",
    "\n",
    "print(f\"{start_date=}; {end_date=}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean = df_clean[ df_clean[\"interview_start_date\"] >= start_date ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_clean = df_clean[ df_clean[\"interview_end_date\"] <= start_date ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "31"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(df_clean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "sicss",
   "language": "python",
   "name": "sicss"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}