StataData.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ipystata"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Describe the data files you are working with; Here none since we are yet to load the data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Contains data\n",
      "  obs:             0                          \n",
      " vars:             0                          \n",
      " size:             0                          \n",
      "Sorted by:  \n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "d"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Files and working memory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\ME\\Desktop\\data\\kk3\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "cd \"C:\\\\Users\\\\ME\\\\Desktop\\\\data\\\\kk3\" //loading data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Check that your current working directory is the one where you stored the data files\n",
    "by typing dir."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  <dir>   7/30/12  8:23  .                 \n",
      "  <dir>   7/30/12  8:23  ..                \n",
      "   0.9k   7/30/12  7:33  an1cmdkk.do       \n",
      "   0.3k   7/30/12  7:29  an1kk.do          \n",
      "   1.9k   7/30/12  7:46  an2kk.do          \n",
      "   0.4k   7/30/12  7:29  an2_0kk.do        \n",
      "   1.5k   7/30/12  7:29  analwe.dta        \n",
      "   1.6k   7/30/12  7:47  anbeta.do         \n",
      "   0.9k   7/30/12  7:48  anincome.do       \n",
      "   2.4k   7/30/12  7:39  ansamples.do      \n",
      "   2.1k   7/30/12  7:29  anscombe.dta      \n",
      "   0.9k   7/30/12  7:29  beatles.dta       \n",
      "5728.9k   7/30/12  7:29  berlin.dta        \n",
      "   0.5k   7/30/12  7:29  cplot.do          \n",
      "   0.2k   7/30/12  7:29  cranalwe.do       \n",
      "   0.9k   7/30/12  7:29  cranscombe.do     \n",
      "   0.7k   7/30/12  7:29  crbeatles.do      \n",
      "   0.7k   7/30/12  7:48  crberlin.do       \n",
      "  15.9k   7/30/12  7:53  crdata1.do        \n",
      "   5.7k   7/30/12  7:54  crdata2.do        \n",
      "   0.8k   7/30/12  7:29  crdiary.do        \n",
      "   0.2k   7/30/12  7:29  crfreqwe.do       \n",
      "   0.2k   7/30/12  7:29  crkatempkk.do     \n",
      "   0.7k   7/30/12  7:29  crka_temp.do      \n",
      "   6.7k   7/30/12  7:43  crkksoep.do       \n",
      "   1.5k   7/30/12  7:29  crlsat.do         \n",
      "   9.0k   7/30/12  7:51  crmdb.do          \n",
      "   0.3k   7/30/12  7:29  crpequiv07kk.do   \n",
      "   4.6k   7/30/12  7:44  crpop.do          \n",
      "   1.4k   7/30/12  7:55  crprogex.do       \n",
      "   0.2k   7/30/12  7:29  crqplot.do        \n",
      "   0.7k   7/30/12  7:29  crtitanic.do      \n",
      "   1.3k   7/30/12  7:55  crtitanic2.do     \n",
      "   3.1k   7/30/12  7:29  crwho2009.do      \n",
      " 582.9k   7/30/12  7:29  data1.dta         \n",
      "   1.5k   7/30/12  7:29  data2agg.dta      \n",
      "1119.1k   7/30/12  7:29  data2w.dta        \n",
      "   0.5k   7/30/12  7:29  denscomp.ado      \n",
      "   0.4k   7/30/12  7:49  denscomp.do       \n",
      "   0.8k   7/30/12  7:29  denscomp.sthlp    \n",
      "   1.7k   7/30/12  7:29  diary.dta         \n",
      "   0.8k   7/30/12  7:44  foreachkk.do      \n",
      "   1.1k   7/30/12  7:29  freqwe.dta        \n",
      "   0.4k   7/30/12  7:29  granscomb1.do     \n",
      "   0.6k   7/30/12  7:29  granscomb2.do     \n",
      "   1.5k   7/30/12  7:29  grappend.do       \n",
      "   1.0k   7/30/12  7:49  grbeatles.do      \n",
      "   0.8k   7/30/12  7:29  grbeta.do         \n",
      "   1.1k   7/30/12  7:45  grci.do           \n",
      "   3.4k   7/30/12  7:38  grcleveland.do    \n",
      "   0.7k   7/30/12  7:29  grfahrmeir.do     \n",
      "   1.2k   7/30/12  7:36  grmeans.do        \n",
      "   1.2k   7/30/12  7:34  grmerge.do        \n",
      "   1.4k   7/30/12  7:35  grmerge1.do       \n",
      "   1.3k   7/30/12  7:35  grmerge2.do       \n",
      "   0.3k   7/30/12  7:29  grreg1.do         \n",
      "   0.3k   7/30/12  7:29  grreg2.do         \n",
      "   0.8k   7/30/12  7:29  grscatter.do      \n",
      "   1.2k   7/30/12  7:34  grtypes.do        \n",
      "  14.9k   7/30/12  7:29  ka_temp.dta       \n",
      "  <dir>   7/30/12  7:29  kksoep            \n",
      "   1.0k   7/30/12  7:29  master_example.do \n",
      " 916.2k   7/30/12  7:29  mdb.dta           \n",
      "   0.2k   7/30/12  7:29  p2.ado            \n",
      " 800.9k   7/30/12  7:29  pequiv07kk.dta    \n",
      "   2.4k   7/30/12  7:29  popst1.dta        \n",
      "   0.7k   7/30/12  7:29  popst1.raw        \n",
      "   7.5k   7/30/12  7:29  popst1.xls        \n",
      "   2.6k   7/30/12  7:29  popst1.xpt        \n",
      " 295.2k   7/30/12  7:29  popst1V2.dta      \n",
      "   0.8k   7/30/12  7:29  popst2.raw        \n",
      "   1.1k   7/30/12  8:08  popst3.raw        \n",
      "   1.1k   7/30/12  7:29  popst4.raw        \n",
      "   0.7k   7/30/12  7:29  popst5.raw        \n",
      "   0.1k   7/30/12  7:29  popst5kk.dct      \n",
      "   0.8k   7/30/12  7:29  popst6.raw        \n",
      "   0.3k   7/30/12  7:29  popst6kk.dct      \n",
      "  38.9k   7/30/12  7:29  progex.dta        \n",
      "   0.3k   7/30/12  7:29  qplot.dta         \n",
      "  35.7k   7/30/12  7:29  titanic.dta       \n",
      "  10.1k   7/30/12  7:29  titanic2.dta      \n",
      "  92.1k   7/30/12  7:29  tomerge.dta       \n",
      "  56.5k   7/30/12  7:29  who2009.dta       \n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*current working directory\n",
    "dir  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display all .dta files in the directory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   1.5k   7/30/12  7:29  analwe.dta        \n",
      "   2.1k   7/30/12  7:29  anscombe.dta      \n",
      "   0.9k   7/30/12  7:29  beatles.dta       \n",
      "5728.9k   7/30/12  7:29  berlin.dta        \n",
      " 582.9k   7/30/12  7:29  data1.dta         \n",
      "   1.5k   7/30/12  7:29  data2agg.dta      \n",
      "1119.1k   7/30/12  7:29  data2w.dta        \n",
      "   1.7k   7/30/12  7:29  diary.dta         \n",
      "   1.1k   7/30/12  7:29  freqwe.dta        \n",
      "  14.9k   7/30/12  7:29  ka_temp.dta       \n",
      " 916.2k   7/30/12  7:29  mdb.dta           \n",
      " 800.9k   7/30/12  7:29  pequiv07kk.dta    \n",
      "   2.4k   7/30/12  7:29  popst1.dta        \n",
      " 295.2k   7/30/12  7:29  popst1V2.dta      \n",
      "  38.9k   7/30/12  7:29  progex.dta        \n",
      "   0.3k   7/30/12  7:29  qplot.dta         \n",
      "  35.7k   7/30/12  7:29  titanic.dta       \n",
      "  10.1k   7/30/12  7:29  titanic2.dta      \n",
      "  92.1k   7/30/12  7:29  tomerge.dta       \n",
      "  56.5k   7/30/12  7:29  who2009.dta       \n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*all .dta files\n",
    "dir *.dta"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Loading the data file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(SOEP 2009 (Kohler/Kreuter))\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*load the file data1.dta\n",
    "use data1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Look at the loaded data file contents."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Contains data from data1.dta\n",
      "  obs:         5,411                          SOEP 2009 (Kohler/Kreuter)\n",
      " vars:            65                          13 Feb 2012 17:08\n",
      " size:       568,155                          \n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "              storage  display     value\n",
      "variable name   type   format      label      variable label\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "persnr          long   %12.0g                 Never changing person ID\n",
      "hhnr2009        long   %12.0g               * Current household number\n",
      "state           byte   %22.0g      state    * State of Residence\n",
      "ybirth          int    %8.0g                * Year of birth\n",
      "sex             byte   %20.0g      sex        Gender\n",
      "mar             byte   %29.0g      mar      * Marital Status of Individual\n",
      "edu             byte   %28.0g      edu      * Education\n",
      "yedu            float  %9.0g                * Number of Years of Education\n",
      "voc             byte   %40.0g      voc        Vocational trainig/university\n",
      "emp             byte   %44.0g      emp      * Status of Employment\n",
      "egp             byte   %45.0g      egp      * Social Class (EGP)\n",
      "income          long   %10.0g               * Individual Labor Earnings\n",
      "hhinc           long   %10.0g               * HH Post-Government Income\n",
      "hhsize          byte   %8.0g                * Number of Persons in HH\n",
      "hhsize0to14     byte   %8.0g                * Number of hh members age 0-14\n",
      "rel2head        byte   %20.0g      rel2head * Relationship to HH Head\n",
      "ymove           int    %8.0g                * Year moved into dwelling\n",
      "ybuild          byte   %21.0g      ybuild   * Year house was build\n",
      "condit          byte   %24.0g      condit   * Condition of house\n",
      "dsat            byte   %45.0g      scale11  * Satisfaction with dwelling\n",
      "size            int    %12.0g               * Size of housing unit in ft.^2\n",
      "seval           byte   %20.0g      seval    * Adequacy of living space in housing unit\n",
      "rooms           byte   %8.0g                * Number of rooms larger than 65 ft.^2\n",
      "renttype        byte   %20.0g      renttype * Status of living\n",
      "rent            int    %12.0g               * Rent minus heating costs in USD\n",
      "reval           byte   %20.0g      reval    * Adequacy of rent\n",
      "eqphea          byte   %20.0g      scale2   * Dwelling has central floor head\n",
      "eqpter          byte   %20.0g      scale2   * Dwelling has balcony/terrace\n",
      "eqpbas          byte   %20.0g      scale2   * Dwelling has basement\n",
      "eqpgar          byte   %20.0g      scale2   * Dwelling has garden\n",
      "eqpalm          byte   %20.0g      scale2   * Dwelling has alarm system\n",
      "eqpsol          byte   %20.0g      scale2   * Dwelling has solar system\n",
      "eqpair          byte   %20.0g      scale2   * Dwelling has air conditioner\n",
      "eqplif          byte   %20.0g      scale2   * Dwelling has elevator\n",
      "eqpnrj          byte   %20.0g      scale2   * Dwelling has alternative energy source\n",
      "hhtyp           byte   %35.0g      hhtyp    * Household typology\n",
      "area1           byte   %25.0g      area1    * Residental area: type of house\n",
      "area2           byte   %24.0g      area2    * Residental area: Rental Housing\n",
      "dvisits         int    %8.0g                * Number of annual doctor visits\n",
      "heval           byte   %21.0g      heval    * Current Self-Rated Health Status\n",
      "hsat            byte   %32.0g      scale11  * Satisfaction with Health\n",
      "polint          byte   %20.0g      much4    * Political Interests\n",
      "pia             byte   %20.0g      scale2   * Supports political party\n",
      "pib             byte   %15.0g      pib        Political party supported\n",
      "pic             byte   %20.0g      strong5  * Amount of support for political party\n",
      "lsat            byte   %32.0g      scale11  * Overall life satisfaction\n",
      "wor01           byte   %20.0g      concern3 * Worried about economic development\n",
      "wor02           byte   %20.0g      concern3 * Worried about finances\n",
      "wor03           byte   %20.0g      concern3 * Worried about stability of financial markets\n",
      "wor04           byte   %20.0g      concern3 * Worried about own health\n",
      "wor05           byte   %20.0g      concern3 * Worried about environment\n",
      "wor06           byte   %20.0g      concern3 * Worried about consequences from climate change\n",
      "wor07           byte   %20.0g      concern3 * Worried about peace\n",
      "wor08           byte   %20.0g      concern3 * Worried about global terrorism\n",
      "wor09           byte   %20.0g      concern3 * Worried about crime in Germany\n",
      "wor10           byte   %20.0g      concern3 * Worried about immigration to Germany\n",
      "wor11           byte   %20.0g      concern3 * Worried about hostility to foreigners\n",
      "wor12           byte   %20.0g      concern3 * Worried about job security\n",
      "sample          byte   %25.0g      sample     Subsample identifier\n",
      "intnr           long   %14.0g      intnr      Interviewer number\n",
      "hhnr            long   %12.0g                 Origial household number\n",
      "strata          int    %8.0g                  Strata\n",
      "psu             long   %12.0g                 Primary sampling units\n",
      "dweight         float  %12.0g                 Design weights\n",
      "xweights        double %10.0g               * Cross sectional weights\n",
      "                                            * indicated variables have notes\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "Sorted by:  persnr\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*look at data1.dta contents\n",
    "describe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Remove from the working dataset some unimportant variables in the list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%stata\n",
    "*remove an unneccessary section of the variable list\n",
    "drop ymove-xweights"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Confirm that some variables were dropped from the working dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Contains data from data1.dta\n",
      "  obs:         5,411                          SOEP 2009 (Kohler/Kreuter)\n",
      " vars:            16                          13 Feb 2012 17:08\n",
      " size:       173,152                          \n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "              storage  display     value\n",
      "variable name   type   format      label      variable label\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "persnr          long   %12.0g                 Never changing person ID\n",
      "hhnr2009        long   %12.0g               * Current household number\n",
      "state           byte   %22.0g      state    * State of Residence\n",
      "ybirth          int    %8.0g                * Year of birth\n",
      "sex             byte   %20.0g      sex        Gender\n",
      "mar             byte   %29.0g      mar      * Marital Status of Individual\n",
      "edu             byte   %28.0g      edu      * Education\n",
      "yedu            float  %9.0g                * Number of Years of Education\n",
      "voc             byte   %40.0g      voc        Vocational trainig/university\n",
      "emp             byte   %44.0g      emp      * Status of Employment\n",
      "egp             byte   %45.0g      egp      * Social Class (EGP)\n",
      "income          long   %10.0g               * Individual Labor Earnings\n",
      "hhinc           long   %10.0g               * HH Post-Government Income\n",
      "hhsize          byte   %8.0g                * Number of Persons in HH\n",
      "hhsize0to14     byte   %8.0g                * Number of hh members age 0-14\n",
      "rel2head        byte   %20.0g      rel2head * Relationship to HH Head\n",
      "                                            * indicated variables have notes\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "Sorted by:  persnr\n",
      "     Note:  dataset has changed since last saved\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*look at data1.dta contents once again\n",
    "describe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "List command for entire dataset too large it throws back an error."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "IOPub data rate exceeded.\n",
      "The notebook server will temporarily stop sending output\n",
      "to the client in order to avoid crashing it.\n",
      "To change this limit, set the config variable\n",
      "`--NotebookApp.iopub_data_rate_limit`.\n",
      "\n",
      "Current values:\n",
      "NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)\n",
      "NotebookApp.rate_limit_window=3.0 (secs)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The variable list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "      +-----------------+\n",
      "      |    sex   income |\n",
      "      |-----------------|\n",
      "   1. |   Male        . |\n",
      "   2. | Female        . |\n",
      "   3. |   Male        0 |\n",
      "   4. | Female    19955 |\n",
      "   5. |   Male    35498 |\n",
      "      |-----------------|\n",
      "   6. | Female        . |\n",
      "   7. |   Male    25514 |\n",
      "   8. | Female    22694 |\n",
      "   9. |   Male    21564 |\n",
      "  10. | Female    31902 |\n",
      "      |-----------------|\n",
      "  11. |   Male    50391 |\n",
      "  12. |   Male     4807 |\n",
      "  13. |   Male    34805 |\n",
      "  14. |   Male    46664 |\n",
      "  15. |   Male    37694 |\n",
      "      |-----------------|\n",
      "  16. | Female     5789 |\n",
      "  17. | Female    19190 |\n",
      "  18. |   Male        0 |\n",
      "  19. | Female        0 |\n",
      "  20. | Female    11940 |\n",
      "      |-----------------|\n",
      "  21. |   Male    28191 |\n",
      "  22. |   Male    13242 |\n",
      "  23. | Female    18619 |\n",
      "  24. |   Male        0 |\n",
      "  25. | Female    42106 |\n",
      "      |-----------------|\n",
      "  26. |   Male    10757 |\n",
      "  27. | Female     9261 |\n",
      "  28. | Female        0 |\n",
      "  29. | Female    34275 |\n",
      "  30. |   Male    40734 |\n",
      "      |-----------------|\n",
      "  31. | Female        0 |\n",
      "  32. |   Male    16641 |\n",
      "  33. | Female    22117 |\n",
      "  34. | Female    18149 |\n",
      "  35. |   Male        0 |\n",
      "      |-----------------|\n",
      "  36. |   Male    73927 |\n",
      "  37. | Female        . |\n",
      "  38. |   Male    37857 |\n",
      "  39. |   Male        . |\n",
      "  40. | Female        . |\n",
      "      |-----------------|\n",
      "  41. | Female        . |\n",
      "  42. | Female    57064 |\n",
      "  43. |   Male    27601 |\n",
      "  44. |   Male    47501 |\n",
      "  45. |   Male      943 |\n",
      "      |-----------------|\n",
      "  46. | Female    26810 |\n",
      "  47. |   Male     2112 |\n",
      "  48. |   Male    19638 |\n",
      "  49. | Female    20206 |\n",
      "  50. |   Male        . |\n",
      "      |-----------------|\n",
      "  51. | Female     1013 |\n",
      "  52. |   Male   243792 |\n",
      "  53. | Female     4777 |\n",
      "  54. | Female     6350 |\n",
      "  55. | Female     6949 |\n",
      "      |-----------------|\n",
      "  56. |   Male        0 |\n",
      "  57. | Female     4724 |\n",
      "  58. |   Male    30772 |\n",
      "  59. | Female     2355 |\n",
      "  60. |   Male        . |\n",
      "      |-----------------|\n",
      "  61. |   Male    15785 |\n",
      "  62. |   Male    59243 |\n",
      "  63. | Female        0 |\n",
      "  64. |   Male    32122 |\n",
      "  65. | Female    22516 |\n",
      "      |-----------------|\n",
      "  66. |   Male        . |\n",
      "  67. | Female     6343 |\n",
      "  68. |   Male    37359 |\n",
      "  69. |   Male     8872 |\n",
      "  70. |   Male        0 |\n",
      "      |-----------------|\n",
      "  71. | Female    32116 |\n",
      "  72. |   Male    70858 |\n",
      "  73. | Female        . |\n",
      "  74. | Female     5052 |\n",
      "  75. |   Male    28135 |\n",
      "      |-----------------|\n",
      "  76. |   Male    14431 |\n",
      "  77. | Female     4269 |\n",
      "  78. | Female        0 |\n",
      "  79. |   Male        0 |\n",
      "  80. |   Male        0 |\n",
      "      |-----------------|\n",
      "  81. | Female    20374 |\n",
      "  82. |   Male    24037 |\n",
      "  83. | Female        . |\n",
      "  84. |   Male    52878 |\n",
      "  85. |   Male    24638 |\n",
      "      |-----------------|\n",
      "  86. | Female        0 |\n",
      "  87. | Female    38206 |\n",
      "  88. |   Male    21575 |\n",
      "  89. | Female    13024 |\n",
      "  90. |   Male    17996 |\n",
      "      |-----------------|\n",
      "  91. | Female    21445 |\n",
      "  92. |   Male        0 |\n",
      "  93. | Female        . |\n",
      "  94. | Female        . |\n",
      "  95. |   Male    60028 |\n",
      "      |-----------------|\n",
      "  96. | Female    16108 |\n",
      "  97. |   Male        0 |\n",
      "  98. | Female     4649 |\n",
      "  99. | Female        . |\n",
      " 100. | Female    34319 |\n",
      "      |-----------------|\n",
      " 101. | Female    15520 |\n",
      " 102. |   Male      936 |\n",
      " 103. |   Male   107981 |\n",
      " 104. |   Male    10738 |\n",
      " 105. |   Male     9618 |\n",
      "      |-----------------|\n",
      " 106. | Female     7149 |\n",
      " 107. |   Male     3507 |\n",
      " 108. | Female    19500 |\n",
      " 109. | Female     1770 |\n",
      " 110. |   Male    33894 |\n",
      "      |-----------------|\n",
      " 111. | Female    19246 |\n",
      " 112. | Female     5360 |\n",
      " 113. | Female        0 |\n",
      " 114. |   Male    37116 |\n",
      " 115. |   Male    25146 |\n",
      "      |-----------------|\n",
      " 116. |   Male     4801 |\n",
      " 117. | Female     5963 |\n",
      " 118. |   Male     6440 |\n",
      " 119. |   Male    41952 |\n",
      " 120. | Female     2750 |\n",
      "      |-----------------|\n",
      " 121. | Female    30649 |\n",
      " 122. |   Male   174044 |\n",
      " 123. |   Male        0 |\n",
      " 124. | Female        0 |\n",
      " 125. |   Male    62532 |\n",
      "      |-----------------|\n",
      " 126. | Female    22037 |\n",
      " 127. | Female      377 |\n",
      " 128. | Female     5239 |\n",
      " 129. | Female        0 |\n",
      " 130. |   Male    31930 |\n",
      "      |-----------------|\n",
      " 131. | Female     1824 |\n",
      " 132. | Female        0 |\n",
      " 133. | Female        . |\n",
      " 134. | Female    19754 |\n",
      " 135. |   Male        . |\n",
      "      |-----------------|\n",
      " 136. |   Male    41268 |\n",
      " 137. |   Male    16956 |\n",
      " 138. | Female    41620 |\n",
      " 139. | Female    24585 |\n",
      " 140. | Female     4546 |\n",
      "      |-----------------|\n",
      " 141. |   Male    23956 |\n",
      " 142. | Female    11889 |\n",
      " 143. | Female    12176 |\n",
      " 144. |   Male    24534 |\n",
      " 145. | Female    23308 |\n",
      "      |-----------------|\n",
      " 146. |   Male    42463 |\n",
      " 147. | Female     4918 |\n",
      " 148. |   Male    28209 |\n",
      " 149. | Female     3561 |\n",
      " 150. | Female        . |\n",
      "      |-----------------|\n",
      " 151. |   Male    38975 |\n",
      " 152. |   Male    29682 |\n",
      " 153. | Female    30486 |\n",
      " 154. |   Male    11581 |\n",
      " 155. |   Male        . |\n",
      "      |-----------------|\n",
      " 156. | Female    11360 |\n",
      " 157. | Female     2535 |\n",
      " 158. | Female    33096 |\n",
      " 159. |   Male        . |\n",
      " 160. | Female        0 |\n",
      "      |-----------------|\n",
      " 161. | Female        0 |\n",
      " 162. |   Male    19816 |\n",
      " 163. | Female    34116 |\n",
      " 164. |   Male     9409 |\n",
      " 165. |   Male    48936 |\n",
      "      |-----------------|\n",
      " 166. |   Male        . |\n",
      " 167. | Female    34016 |\n",
      " 168. |   Male      247 |\n",
      " 169. | Female        . |\n",
      " 170. |   Male    29386 |\n",
      "      |-----------------|\n",
      " 171. |   Male        0 |\n",
      " 172. | Female     2550 |\n",
      " 173. |   Male     4491 |\n",
      " 174. |   Male    10125 |\n",
      " 175. | Female     7732 |\n",
      "      |-----------------|\n",
      " 176. |   Male     8416 |\n",
      " 177. | Female     1502 |\n",
      " 178. |   Male    11248 |\n",
      " 179. |   Male        0 |\n",
      " 180. | Female        . |\n",
      "      |-----------------|\n",
      " 181. | Female    10866 |\n",
      " 182. |   Male     6271 |\n",
      " 183. |   Male    14214 |\n",
      " 184. | Female        0 |\n",
      " 185. |   Male    44489 |\n",
      "      |-----------------|\n",
      " 186. | Female        0 |\n",
      " 187. |   Male    83987 |\n",
      " 188. | Female        0 |\n",
      " 189. |   Male        . |\n",
      " 190. |   Male     5711 |\n",
      "      |-----------------|\n",
      " 191. |   Male    40828 |\n",
      " 192. | Female      780 |\n",
      " 193. | Female    16889 |\n",
      " 194. |   Male    74289 |\n",
      " 195. | Female     4755 |\n",
      "      |-----------------|\n",
      " 196. |   Male    44286 |\n",
      " 197. | Female    26171 |\n",
      " 198. | Female        . |\n",
      " 199. |   Male    38386 |\n",
      " 200. | Female     1893 |\n",
      "      |-----------------|\n",
      " 201. |   Male        0 |\n",
      " 202. |   Male        0 |\n",
      " 203. |   Male    45410 |\n",
      " 204. | Female        0 |\n",
      " 205. | Female    25083 |\n",
      "      |-----------------|\n",
      " 206. |   Male   108143 |\n",
      " 207. | Female        0 |\n",
      " 208. | Female    12434 |\n",
      " 209. | Female        0 |\n",
      " 210. |   Male    46605 |\n",
      "      |-----------------|\n",
      " 211. |   Male    45508 |\n",
      " 212. | Female    23462 |\n",
      " 213. | Female        0 |\n",
      " 214. | Female    33534 |\n",
      " 215. | Female        0 |\n",
      "      |-----------------|\n",
      " 216. | Female        . |\n",
      " 217. |   Male        0 |\n",
      " 218. |   Male    42638 |\n",
      " 219. | Female        0 |\n",
      " 220. | Female        0 |\n",
      "      |-----------------|\n",
      " 221. |   Male        . |\n",
      " 222. |   Male   291090 |\n",
      " 223. |   Male    42848 |\n",
      " 224. | Female    26474 |\n",
      " 225. | Female    45535 |\n",
      "      |-----------------|\n",
      " 226. |   Male    30792 |\n",
      " 227. |   Male        0 |\n",
      " 228. | Female    11677 |\n",
      " 229. | Female    10411 |\n",
      " 230. |   Male    51931 |\n",
      "      |-----------------|\n",
      " 231. | Female        0 |\n",
      " 232. | Female    10751 |\n",
      " 233. | Female    11358 |\n",
      " 234. |   Male    22786 |\n",
      " 235. |   Male     3092 |\n",
      "      |-----------------|\n",
      " 236. | Female    19682 |\n",
      " 237. | Female        0 |\n",
      " 238. |   Male    68670 |\n",
      " 239. |   Male     7255 |\n",
      " 240. | Female     5445 |\n",
      "      |-----------------|\n",
      " 241. |   Male        0 |\n",
      " 242. |   Male        . |\n",
      " 243. | Female    36194 |\n",
      " 244. |   Male    31199 |\n",
      " 245. | Female    19810 |\n",
      "      |-----------------|\n",
      " 246. | Female    11570 |\n",
      " 247. |   Male        0 |\n",
      " 248. |   Male    38452 |\n",
      " 249. | Female    19213 |\n",
      " 250. |   Male    44158 |\n",
      "      |-----------------|\n",
      " 251. |   Male    40476 |\n",
      " 252. |   Male        . |\n",
      " 253. | Female    19373 |\n",
      " 254. |   Male    43704 |\n",
      " 255. |   Male    32988 |\n",
      "      |-----------------|\n",
      " 256. | Female        0 |\n",
      " 257. | Female        0 |\n",
      " 258. | Female        . |\n",
      " 259. | Female    27675 |\n",
      " 260. |   Male    41896 |\n",
      "      |-----------------|\n",
      " 261. |   Male    41948 |\n",
      " 262. |   Male     4926 |\n",
      " 263. | Female    13241 |\n",
      " 264. | Female    26853 |\n",
      " 265. |   Male        0 |\n",
      "      |-----------------|\n",
      " 266. | Female    15073 |\n",
      " 267. |   Male    59872 |\n",
      " 268. |   Male     3489 |\n",
      " 269. |   Male    69049 |\n",
      " 270. | Female     5295 |\n",
      "      |-----------------|\n",
      " 271. | Female        0 |\n",
      " 272. | Female    37461 |\n",
      " 273. |   Male    33107 |\n",
      " 274. |   Male    79295 |\n",
      " 275. | Female    41573 |\n",
      "      |-----------------|\n",
      " 276. | Female    11147 |\n",
      " 277. | Female    29514 |\n",
      " 278. |   Male    25759 |\n",
      " 279. |   Male        . |\n",
      " 280. | Female    20310 |\n",
      "      |-----------------|\n",
      " 281. |   Male      982 |\n",
      " 282. | Female        0 |\n",
      " 283. | Female        0 |\n",
      " 284. |   Male    44125 |\n",
      " 285. | Female        . |\n",
      "      |-----------------|\n",
      " 286. |   Male        0 |\n",
      " 287. |   Male        . |\n",
      " 288. | Female        0 |\n",
      " 289. | Female    15092 |\n",
      " 290. |   Male    21181 |\n",
      "      |-----------------|\n",
      " 291. | Female        0 |\n",
      " 292. |   Male    27577 |\n",
      " 293. | Female        0 |\n",
      " 294. |   Male        . |\n",
      " 295. | Female        . |\n",
      "      |-----------------|\n",
      " 296. |   Male        . |\n",
      " 297. | Female     8603 |\n",
      " 298. | Female        . |\n",
      " 299. |   Male    39223 |\n",
      " 300. | Female     8095 |\n",
      "      |-----------------|\n",
      " 301. |   Male        0 |\n",
      " 302. |   Male        0 |\n",
      " 303. | Female        0 |\n",
      " 304. |   Male        0 |\n",
      " 305. |   Male    36396 |\n",
      "      |-----------------|\n",
      " 306. | Female    14023 |\n",
      " 307. | Female     6658 |\n",
      " 308. | Female     4708 |\n",
      " 309. | Female    30026 |\n",
      " 310. |   Male    14397 |\n",
      "      |-----------------|\n",
      " 311. | Female        0 |\n",
      " 312. |   Male     8763 |\n",
      " 313. | Female    41041 |\n",
      " 314. | Female        0 |\n",
      " 315. | Female        0 |\n",
      "      |-----------------|\n",
      " 316. |   Male    52745 |\n",
      " 317. |   Male    22313 |\n",
      " 318. | Female     1815 |\n",
      " 319. |   Male        0 |\n",
      " 320. |   Male    52076 |\n",
      "      |-----------------|\n",
      " 321. | Female    31086 |\n",
      " 322. | Female        0 |\n",
      " 323. | Female     6232 |\n",
      " 324. |   Male    58076 |\n",
      " 325. |   Male    59169 |\n",
      "      |-----------------|\n",
      " 326. | Female    24061 |\n",
      " 327. |   Male    48881 |\n",
      " 328. | Female    22289 |\n",
      " 329. |   Male    12047 |\n",
      " 330. |   Male    54094 |\n",
      "      |-----------------|\n",
      " 331. | Female     4756 |\n",
      " 332. | Female    47270 |\n",
      " 333. |   Male        0 |\n",
      " 334. |   Male    77836 |\n",
      " 335. | Female        0 |\n",
      "      |-----------------|\n",
      " 336. |   Male    33228 |\n",
      " 337. |   Male        0 |\n",
      " 338. | Female        . |\n",
      " 339. | Female     2291 |\n",
      " 340. |   Male        . |\n",
      "      |-----------------|\n",
      " 341. | Female    10618 |\n",
      " 342. | Female    10940 |\n",
      " 343. |   Male    74057 |\n",
      " 344. | Female    14389 |\n",
      " 345. |   Male    41866 |\n",
      "      |-----------------|\n",
      " 346. |   Male    49621 |\n",
      " 347. | Female    31263 |\n",
      " 348. | Female        0 |\n",
      " 349. | Female    12812 |\n",
      " 350. |   Male        0 |\n",
      "      |-----------------|\n",
      " 351. | Female        0 |\n",
      " 352. | Female     3090 |\n",
      " 353. |   Male     1385 |\n",
      " 354. | Female        0 |\n",
      " 355. |   Male    29998 |\n",
      "      |-----------------|\n",
      " 356. | Female     8371 |\n",
      " 357. | Female    18089 |\n",
      " 358. | Female        0 |\n",
      " 359. |   Male    25257 |\n",
      " 360. | Female        . |\n",
      "      |-----------------|\n",
      " 361. | Female    35878 |\n",
      " 362. | Female        . |\n",
      " 363. |   Male    26389 |\n",
      " 364. |   Male        0 |\n",
      " 365. | Female    33093 |\n",
      "      |-----------------|\n",
      " 366. | Female        . |\n",
      " 367. | Female    22885 |\n",
      " 368. | Female    50382 |\n",
      " 369. |   Male    29824 |\n",
      " 370. | Female        0 |\n",
      "      |-----------------|\n",
      " 371. | Female        . |\n",
      " 372. |   Male   101204 |\n",
      " 373. |   Male    29900 |\n",
      " 374. | Female        . |\n",
      " 375. | Female     1056 |\n",
      "      |-----------------|\n",
      " 376. | Female    13208 |\n",
      " 377. |   Male        0 |\n",
      " 378. |   Male    31973 |\n",
      " 379. | Female     2457 |\n",
      " 380. | Female     6622 |\n",
      "      |-----------------|\n",
      " 381. |   Male    26963 |\n",
      " 382. | Female     6798 |\n",
      " 383. |   Male        0 |\n",
      " 384. |   Male    35617 |\n",
      " 385. | Female        0 |\n",
      "      |-----------------|\n",
      " 386. |   Male        0 |\n",
      " 387. | Female        0 |\n",
      " 388. |   Male    30719 |\n",
      " 389. | Female    16864 |\n",
      " 390. |   Male     4799 |\n",
      "      |-----------------|\n",
      " 391. |   Male     6110 |\n",
      " 392. |   Male    20253 |\n",
      " 393. | Female    11871 |\n",
      " 394. |   Male    17818 |\n",
      " 395. | Female        . |\n",
      "      |-----------------|\n",
      " 396. |   Male      470 |\n",
      " 397. |   Male    53242 |\n",
      " 398. |   Male    47868 |\n",
      " 399. | Female     5226 |\n",
      " 400. | Female     8258 |\n",
      "      |-----------------|\n",
      " 401. |   Male    27295 |\n",
      " 402. | Female    43794 |\n",
      " 403. |   Male     6463 |\n",
      " 404. | Female    52172 |\n",
      " 405. |   Male    39755 |\n",
      "      |-----------------|\n",
      " 406. |   Male    51738 |\n",
      " 407. | Female    19809 |\n",
      " 408. |   Male    71964 |\n",
      " 409. |   Male     7633 |\n",
      " 410. | Female     9844 |\n",
      "      |-----------------|\n",
      " 411. | Female        0 |\n",
      " 412. |   Male     1055 |\n",
      " 413. | Female     5485 |\n",
      " 414. |   Male   109121 |\n",
      " 415. | Female        0 |\n",
      "      |-----------------|\n",
      " 416. |   Male    61804 |\n",
      " 417. |   Male        0 |\n",
      " 418. | Female     1218 |\n",
      " 419. | Female        . |\n",
      " 420. |   Male    58869 |\n",
      "      |-----------------|\n",
      " 421. | Female    29117 |\n",
      " 422. |   Male    43210 |\n",
      " 423. | Female     2881 |\n",
      " 424. |   Male     6081 |\n",
      " 425. |   Male    22311 |\n",
      "      |-----------------|\n",
      " 426. | Female    23331 |\n",
      " 427. |   Male        . |\n",
      " 428. |   Male    47225 |\n",
      " 429. | Female     7361 |\n",
      " 430. | Female     6245 |\n",
      "      |-----------------|\n",
      " 431. |   Male    10485 |\n",
      " 432. | Female        0 |\n",
      " 433. |   Male     7692 |\n",
      " 434. |   Male    49652 |\n",
      " 435. |   Male     8769 |\n",
      "      |-----------------|\n",
      " 436. | Female     1112 |\n",
      " 437. |   Male        . |\n",
      " 438. |   Male        . |\n",
      " 439. |   Male    18419 |\n",
      " 440. | Female        0 |\n",
      "      |-----------------|\n",
      " 441. |   Male        . |\n",
      " 442. |   Male        0 |\n",
      " 443. | Female        0 |\n",
      " 444. | Female        . |\n",
      " 445. |   Male        . |\n",
      "      |-----------------|\n",
      " 446. | Female        . |\n",
      " 447. |   Male        0 |\n",
      " 448. |   Male        . |\n",
      " 449. |   Male    34468 |\n",
      " 450. | Female    48752 |\n",
      "      |-----------------|\n",
      " 451. | Female        0 |\n",
      " 452. | Female        0 |\n",
      " 453. |   Male    37126 |\n",
      " 454. | Female    23158 |\n",
      " 455. |   Male    65081 |\n",
      "      |-----------------|\n",
      " 456. | Female    89699 |\n",
      " 457. | Female    16017 |\n",
      " 458. |   Male    35076 |\n",
      " 459. |   Male    35499 |\n",
      " 460. | Female    14391 |\n",
      "      |-----------------|\n",
      " 461. |   Male    63307 |\n",
      " 462. |   Male     7578 |\n",
      " 463. | Female        . |\n",
      " 464. | Female        . |\n",
      " 465. | Female        0 |\n",
      "      |-----------------|\n",
      " 466. | Female     7840 |\n",
      " 467. |   Male    14443 |\n",
      " 468. | Female        0 |\n",
      " 469. |   Male        0 |\n",
      " 470. | Female    29839 |\n",
      "      |-----------------|\n",
      " 471. | Female    11926 |\n",
      " 472. | Female        0 |\n",
      " 473. |   Male        0 |\n",
      " 474. |   Male    29198 |\n",
      " 475. |   Male    39464 |\n",
      "      |-----------------|\n",
      " 476. | Female        0 |\n",
      " 477. |   Male        0 |\n",
      " 478. | Female    12393 |\n",
      " 479. | Female    15647 |\n",
      " 480. | Female     9161 |\n",
      "      |-----------------|\n",
      " 481. |   Male    14721 |\n",
      " 482. |   Male    42130 |\n",
      " 483. | Female     4738 |\n",
      " 484. |   Male    11344 |\n",
      " 485. | Female     8477 |\n",
      "      |-----------------|\n",
      " 486. |   Male    17464 |\n",
      " 487. | Female    29815 |\n",
      " 488. |   Male        0 |\n",
      " 489. | Female    14433 |\n",
      " 490. |   Male    18058 |\n",
      "      |-----------------|\n",
      " 491. | Female    18941 |\n",
      " 492. |   Male    14221 |\n",
      " 493. |   Male        . |\n",
      " 494. | Female        0 |\n",
      " 495. | Female    44184 |\n",
      "      |-----------------|\n",
      " 496. |   Male        . |\n",
      " 497. |   Male    25197 |\n",
      " 498. | Female    18272 |\n",
      " 499. | Female      880 |\n",
      " 500. |   Male    39551 |\n",
      "      |-----------------|\n",
      " 501. | Female     4851 |\n",
      " 502. |   Male    37172 |\n",
      " 503. |   Male    41933 |\n",
      " 504. | Female     3537 |\n",
      " 505. | Female        0 |\n",
      "      |-----------------|\n",
      " 506. |   Male    21713 |\n",
      " 507. | Female     7115 |\n",
      " 508. |   Male        0 |\n",
      " 509. | Female        0 |\n",
      " 510. |   Male        . |\n",
      "      |-----------------|\n",
      " 511. |   Male    94024 |\n",
      " 512. | Female    18104 |\n",
      " 513. |   Male     9446 |\n",
      " 514. | Female    14261 |\n",
      " 515. |   Male     3445 |\n",
      "      |-----------------|\n",
      " 516. |   Male     4613 |\n",
      " 517. | Female    16167 |\n",
      " 518. |   Male    35887 |\n",
      " 519. |   Male        . |\n",
      " 520. | Female    28843 |\n",
      "      |-----------------|\n",
      " 521. | Female    25709 |\n",
      " 522. |   Male    15612 |\n",
      " 523. |   Male    24067 |\n",
      " 524. | Female        0 |\n",
      " 525. |   Male    12009 |\n",
      "      |-----------------|\n",
      " 526. | Female    12157 |\n",
      " 527. | Female        . |\n",
      " 528. |   Male    28658 |\n",
      " 529. |   Male        0 |\n",
      " 530. | Female     5205 |\n",
      "      |-----------------|\n",
      " 531. |   Male    67754 |\n",
      " 532. | Female        0 |\n",
      " 533. | Female    13362 |\n",
      " 534. |   Male        0 |\n",
      " 535. | Female        0 |\n",
      "      |-----------------|\n",
      " 536. | Female    32911 |\n",
      " 537. |   Male        . |\n",
      " 538. | Female    53553 |\n",
      " 539. | Female        0 |\n",
      " 540. | Female    29946 |\n",
      "      |-----------------|\n",
      " 541. |   Male    36716 |\n",
      " 542. |   Male        0 |\n",
      " 543. | Female        0 |\n",
      " 544. | Female    55059 |\n",
      " 545. |   Male    73171 |\n",
      "      |-----------------|\n",
      " 546. | Female    22168 |\n",
      " 547. |   Male    46187 |\n",
      " 548. | Female        . |\n",
      " 549. | Female        0 |\n",
      " 550. |   Male    24098 |\n",
      "      |-----------------|\n",
      " 551. |   Male        0 |\n",
      " 552. | Female        0 |\n",
      " 553. | Female    14173 |\n",
      " 554. |   Male     8712 |\n",
      " 555. |   Male    36768 |\n",
      "      |-----------------|\n",
      " 556. | Female        0 |\n",
      " 557. | Female        0 |\n",
      " 558. |   Male    42176 |\n",
      " 559. |   Male        . |\n",
      " 560. |   Male     2529 |\n",
      "      |-----------------|\n",
      " 561. | Female    54006 |\n",
      " 562. |   Male     3393 |\n",
      " 563. | Female        0 |\n",
      " 564. | Female   102111 |\n",
      " 565. | Female        0 |\n",
      "      |-----------------|\n",
      " 566. |   Male    30387 |\n",
      " 567. |   Male    24503 |\n",
      " 568. | Female        0 |\n",
      " 569. | Female    23702 |\n",
      " 570. | Female    34317 |\n",
      "      |-----------------|\n",
      " 571. | Female    13134 |\n",
      " 572. |   Male    19168 |\n",
      " 573. |   Male    22163 |\n",
      " 574. |   Male    14503 |\n",
      " 575. | Female    17195 |\n",
      "      |-----------------|\n",
      " 576. |   Male    34855 |\n",
      " 577. | Female      827 |\n",
      " 578. | Female        . |\n",
      " 579. | Female    33000 |\n",
      " 580. |   Male    36385 |\n",
      "      |-----------------|\n",
      " 581. | Female     7563 |\n",
      " 582. | Female     4198 |\n",
      " 583. |   Male    95920 |\n",
      " 584. | Female    23126 |\n",
      " 585. |   Male    29143 |\n",
      "      |-----------------|\n",
      " 586. | Female     2464 |\n",
      " 587. |   Male     8324 |\n",
      " 588. |   Male    30142 |\n",
      " 589. | Female    32869 |\n",
      " 590. |   Male    31010 |\n",
      "      |-----------------|\n",
      " 591. | Female      418 |\n",
      " 592. | Female        0 |\n",
      " 593. | Female     7894 |\n",
      " 594. | Female    17033 |\n",
      " 595. | Female        0 |\n",
      "      |-----------------|\n",
      " 596. | Female        0 |\n",
      " 597. |   Male        0 |\n",
      " 598. |   Male    36417 |\n",
      " 599. |   Male        . |\n",
      " 600. | Female    15660 |\n",
      "      |-----------------|\n",
      " 601. | Female    23517 |\n",
      " 602. | Female    20540 |\n",
      " 603. |   Male        0 |\n",
      " 604. |   Male        0 |\n",
      " 605. | Female        0 |\n",
      "      |-----------------|\n",
      " 606. | Female        0 |\n",
      " 607. | Female    33930 |\n",
      " 608. | Female     9637 |\n",
      " 609. |   Male    50635 |\n",
      " 610. |   Male     2688 |\n",
      "      |-----------------|\n",
      " 611. |   Male    66211 |\n",
      " 612. | Female        . |\n",
      " 613. | Female    17920 |\n",
      " 614. |   Male     3012 |\n",
      " 615. |   Male    75582 |\n",
      "      |-----------------|\n",
      " 616. | Female     6822 |\n",
      " 617. |   Male    37205 |\n",
      " 618. |   Male    20456 |\n",
      " 619. | Female    15560 |\n",
      " 620. | Female    22013 |\n",
      "      |-----------------|\n",
      " 621. |   Male     2519 |\n",
      " 622. |   Male    12784 |\n",
      " 623. | Female    12876 |\n",
      " 624. | Female     4726 |\n",
      " 625. |   Male        0 |\n",
      "      |-----------------|\n",
      " 626. |   Male    50013 |\n",
      " 627. |   Male        . |\n",
      " 628. | Female    35777 |\n",
      " 629. |   Male        0 |\n",
      " 630. | Female    46519 |\n",
      "      |-----------------|\n",
      " 631. |   Male    59459 |\n",
      " 632. | Female        0 |\n",
      " 633. | Female    34332 |\n",
      " 634. |   Male        . |\n",
      " 635. |   Male    42011 |\n",
      "      |-----------------|\n",
      " 636. |   Male        0 |\n",
      " 637. | Female     1954 |\n",
      " 638. |   Male    28568 |\n",
      " 639. | Female    22277 |\n",
      " 640. |   Male    42634 |\n",
      "      |-----------------|\n",
      " 641. | Female        . |\n",
      " 642. |   Male        . |\n",
      " 643. |   Male    47256 |\n",
      " 644. | Female    46069 |\n",
      " 645. | Female    11963 |\n",
      "      |-----------------|\n",
      " 646. |   Male        . |\n",
      " 647. | Female        . |\n",
      " 648. | Female        0 |\n",
      " 649. | Female        0 |\n",
      " 650. | Female        . |\n",
      "      |-----------------|\n",
      " 651. |   Male    29058 |\n",
      " 652. |   Male    69524 |\n",
      " 653. |   Male    25241 |\n",
      " 654. |   Male    37070 |\n",
      " 655. |   Male    10671 |\n",
      "      |-----------------|\n",
      " 656. |   Male    29893 |\n",
      " 657. | Female    17034 |\n",
      " 658. | Female     1045 |\n",
      " 659. |   Male    55668 |\n",
      " 660. |   Male    15488 |\n",
      "      |-----------------|\n",
      " 661. | Female    14919 |\n",
      " 662. | Female    43691 |\n",
      " 663. |   Male    66528 |\n",
      " 664. |   Male    28579 |\n",
      " 665. | Female    28106 |\n",
      "      |-----------------|\n",
      " 666. | Female    36905 |\n",
      " 667. | Female      350 |\n",
      " 668. |   Male    55624 |\n",
      " 669. |   Male    25326 |\n",
      " 670. | Female    23250 |\n",
      "      |-----------------|\n",
      " 671. | Female        0 |\n",
      " 672. | Female    19156 |\n",
      " 673. | Female     3856 |\n",
      " 674. |   Male        . |\n",
      " 675. | Female        0 |\n",
      "      |-----------------|\n",
      " 676. |   Male        0 |\n",
      " 677. |   Male    70762 |\n",
      " 678. | Female        0 |\n",
      " 679. |   Male    23977 |\n",
      " 680. |   Male        0 |\n",
      "      |-----------------|\n",
      " 681. | Female     4957 |\n",
      " 682. | Female    12993 |\n",
      " 683. |   Male    65354 |\n",
      " 684. | Female    28548 |\n",
      " 685. |   Male        . |\n",
      "      |-----------------|\n",
      " 686. | Female        . |\n",
      " 687. |   Male        . |\n",
      " 688. | Female        . |\n",
      " 689. | Female    49080 |\n",
      " 690. | Female        0 |\n",
      "      |-----------------|\n",
      " 691. | Female        . |\n",
      " 692. |   Male    28868 |\n",
      " 693. |   Male        0 |\n",
      " 694. | Female        0 |\n",
      " 695. |   Male    19225 |\n",
      "      |-----------------|\n",
      " 696. | Female    48069 |\n",
      " 697. |   Male     2952 |\n",
      " 698. |   Male        . |\n",
      " 699. |   Male   109426 |\n",
      " 700. |   Male    25059 |\n",
      "      |-----------------|\n",
      " 701. | Female    20051 |\n",
      " 702. |   Male     7187 |\n",
      " 703. |   Male        . |\n",
      " 704. | Female        . |\n",
      " 705. | Female        0 |\n",
      "      |-----------------|\n",
      " 706. | Female        0 |\n",
      " 707. |   Male        0 |\n",
      " 708. | Female     5981 |\n",
      " 709. |   Male        0 |\n",
      " 710. | Female     5953 |\n",
      "      |-----------------|\n",
      " 711. | Female        0 |\n",
      " 712. | Female        0 |\n",
      " 713. | Female     1541 |\n",
      " 714. | Female        . |\n",
      " 715. | Female        . |\n",
      "      |-----------------|\n",
      " 716. |   Male        0 |\n",
      " 717. |   Male    26261 |\n",
      " 718. | Female     1993 |\n",
      " 719. |   Male    29860 |\n",
      " 720. | Female    10186 |\n",
      "      |-----------------|\n",
      " 721. |   Male   110294 |\n",
      " 722. |   Male        . |\n",
      " 723. | Female    22366 |\n",
      " 724. | Female        0 |\n",
      " 725. | Female    39239 |\n",
      "      |-----------------|\n",
      " 726. |   Male    58436 |\n",
      " 727. | Female      375 |\n",
      " 728. |   Male     7323 |\n",
      " 729. |   Male    53291 |\n",
      " 730. | Female        0 |\n",
      "      |-----------------|\n",
      " 731. | Female    13192 |\n",
      " 732. |   Male    20252 |\n",
      " 733. |   Male    24018 |\n",
      " 734. |   Male        . |\n",
      " 735. | Female    37946 |\n",
      "      |-----------------|\n",
      " 736. | Female    60111 |\n",
      " 737. |   Male    39641 |\n",
      " 738. | Female        0 |\n",
      " 739. |   Male    34114 |\n",
      " 740. | Female      302 |\n",
      "      |-----------------|\n",
      " 741. |   Male      294 |\n",
      " 742. | Female    27231 |\n",
      " 743. | Female     8706 |\n",
      " 744. | Female    19472 |\n",
      " 745. | Female     9382 |\n",
      "      |-----------------|\n",
      " 746. |   Male    35512 |\n",
      " 747. |   Male    35952 |\n",
      " 748. | Female    13866 |\n",
      " 749. |   Male    53974 |\n",
      " 750. | Female    13295 |\n",
      "      |-----------------|\n",
      " 751. | Female        . |\n",
      " 752. |   Male        0 |\n",
      " 753. | Female    22833 |\n",
      " 754. | Female        0 |\n",
      " 755. |   Male        0 |\n",
      "      |-----------------|\n",
      " 756. |   Male        0 |\n",
      " 757. |   Male    18152 |\n",
      " 758. | Female        0 |\n",
      " 759. | Female    30828 |\n",
      " 760. |   Male        0 |\n",
      "      |-----------------|\n",
      " 761. | Female    12911 |\n",
      " 762. |   Male    60090 |\n",
      " 763. | Female        0 |\n",
      " 764. |   Male        0 |\n",
      " 765. | Female    25122 |\n",
      "      |-----------------|\n",
      " 766. |   Male    30973 |\n",
      " 767. |   Male    31229 |\n",
      " 768. | Female    11361 |\n",
      " 769. | Female        . |\n",
      " 770. | Female     4873 |\n",
      "      |-----------------|\n",
      " 771. |   Male    36017 |\n",
      " 772. |   Male     7200 |\n",
      " 773. |   Male    20987 |\n",
      " 774. | Female        0 |\n",
      " 775. | Female        . |\n",
      "      |-----------------|\n",
      " 776. |   Male        0 |\n",
      " 777. |   Male        0 |\n",
      " 778. | Female        0 |\n",
      " 779. | Female        0 |\n",
      " 780. | Female        0 |\n",
      "      |-----------------|\n",
      " 781. |   Male    38523 |\n",
      " 782. |   Male        0 |\n",
      " 783. |   Male     8415 |\n",
      " 784. | Female        0 |\n",
      " 785. | Female        0 |\n",
      "      |-----------------|\n",
      " 786. |   Male     8096 |\n",
      " 787. |   Male    31142 |\n",
      " 788. | Female     7126 |\n",
      " 789. | Female    21882 |\n",
      " 790. | Female        0 |\n",
      "      |-----------------|\n",
      " 791. | Female    16508 |\n",
      " 792. |   Male     5995 |\n",
      " 793. |   Male    19556 |\n",
      " 794. | Female     8260 |\n",
      " 795. | Female    63510 |\n",
      "      |-----------------|\n",
      " 796. |   Male    40365 |\n",
      " 797. | Female     5103 |\n",
      " 798. | Female        0 |\n",
      " 799. |   Male        . |\n",
      " 800. | Female    11466 |\n",
      "      |-----------------|\n",
      " 801. |   Male    19981 |\n",
      " 802. |   Male    18008 |\n",
      " 803. | Female        0 |\n",
      " 804. | Female        0 |\n",
      " 805. |   Male        0 |\n",
      "      |-----------------|\n",
      " 806. |   Male    14347 |\n",
      " 807. | Female        0 |\n",
      " 808. | Female        0 |\n",
      " 809. |   Male    32370 |\n",
      " 810. | Female    14358 |\n",
      "      |-----------------|\n",
      " 811. |   Male    12012 |\n",
      " 812. |   Male        0 |\n",
      " 813. |   Male    45484 |\n",
      " 814. |   Male    64396 |\n",
      " 815. | Female        0 |\n",
      "      |-----------------|\n",
      " 816. | Female    17673 |\n",
      " 817. |   Male        . |\n",
      " 818. | Female        0 |\n",
      " 819. |   Male        . |\n",
      " 820. | Female        0 |\n",
      "      |-----------------|\n",
      " 821. |   Male    16047 |\n",
      " 822. | Female    11547 |\n",
      " 823. | Female    63635 |\n",
      " 824. |   Male    56046 |\n",
      " 825. | Female    18516 |\n",
      "      |-----------------|\n",
      " 826. |   Male    32663 |\n",
      " 827. | Female    42002 |\n",
      " 828. |   Male    34855 |\n",
      " 829. |   Male        . |\n",
      " 830. |   Male        0 |\n",
      "      |-----------------|\n",
      " 831. | Female        0 |\n",
      " 832. |   Male    12630 |\n",
      " 833. | Female     4909 |\n",
      " 834. |   Male    60117 |\n",
      " 835. | Female    12678 |\n",
      "      |-----------------|\n",
      " 836. | Female        . |\n",
      " 837. | Female        0 |\n",
      " 838. |   Male    31939 |\n",
      " 839. |   Male    21986 |\n",
      " 840. |   Male     8506 |\n",
      "      |-----------------|\n",
      " 841. | Female    23879 |\n",
      " 842. |   Male    22810 |\n",
      " 843. | Female     9577 |\n",
      " 844. |   Male    16396 |\n",
      " 845. |   Male    18015 |\n",
      "      |-----------------|\n",
      " 846. |   Male    15376 |\n",
      " 847. | Female    15470 |\n",
      " 848. | Female    21971 |\n",
      " 849. |   Male     1257 |\n",
      " 850. | Female    20205 |\n",
      "      |-----------------|\n",
      " 851. | Female        0 |\n",
      " 852. | Female     2927 |\n",
      " 853. |   Male        . |\n",
      " 854. | Female     6291 |\n",
      " 855. |   Male        . |\n",
      "      |-----------------|\n",
      " 856. |   Male    71085 |\n",
      " 857. | Female    36416 |\n",
      " 858. | Female    17240 |\n",
      " 859. |   Male    24670 |\n",
      " 860. | Female    36633 |\n",
      "      |-----------------|\n",
      " 861. |   Male    12524 |\n",
      " 862. | Female        . |\n",
      " 863. |   Male    58625 |\n",
      " 864. |   Male     4797 |\n",
      " 865. |   Male    44735 |\n",
      "      |-----------------|\n",
      " 866. |   Male        0 |\n",
      " 867. | Female        0 |\n",
      " 868. |   Male        0 |\n",
      " 869. | Female    13130 |\n",
      " 870. | Female        0 |\n",
      "      |-----------------|\n",
      " 871. |   Male    31384 |\n",
      " 872. |   Male     2199 |\n",
      " 873. | Female    42065 |\n",
      " 874. |   Male    60003 |\n",
      " 875. | Female    41616 |\n",
      "      |-----------------|\n",
      " 876. |   Male        . |\n",
      " 877. | Female        0 |\n",
      " 878. |   Male        0 |\n",
      " 879. | Female    40740 |\n",
      " 880. |   Male    48286 |\n",
      "      |-----------------|\n",
      " 881. | Female    13179 |\n",
      " 882. |   Male    26718 |\n",
      " 883. |   Male    34578 |\n",
      " 884. |   Male    20922 |\n",
      " 885. | Female      451 |\n",
      "      |-----------------|\n",
      " 886. | Female    34097 |\n",
      " 887. | Female     1695 |\n",
      " 888. |   Male        0 |\n",
      " 889. | Female        0 |\n",
      " 890. |   Male        . |\n",
      "      |-----------------|\n",
      " 891. |   Male     2960 |\n",
      " 892. |   Male    31070 |\n",
      " 893. | Female    15773 |\n",
      " 894. |   Male    54257 |\n",
      " 895. |   Male        0 |\n",
      "      |-----------------|\n",
      " 896. | Female   100341 |\n",
      " 897. | Female    29983 |\n",
      " 898. | Female        0 |\n",
      " 899. |   Male    35075 |\n",
      " 900. | Female        . |\n",
      "      |-----------------|\n",
      " 901. |   Male    72963 |\n",
      " 902. | Female     3462 |\n",
      " 903. |   Male    42976 |\n",
      " 904. |   Male    30888 |\n",
      " 905. | Female     2970 |\n",
      "      |-----------------|\n",
      " 906. | Female     4450 |\n",
      " 907. | Female     4671 |\n",
      " 908. | Female    20861 |\n",
      " 909. |   Male    30726 |\n",
      " 910. | Female    31419 |\n",
      "      |-----------------|\n",
      " 911. |   Male     1798 |\n",
      " 912. |   Male        . |\n",
      " 913. |   Male    24147 |\n",
      " 914. |   Male    28704 |\n",
      " 915. | Female        0 |\n",
      "      |-----------------|\n",
      " 916. |   Male    24370 |\n",
      " 917. | Female        . |\n",
      " 918. |   Male    37305 |\n",
      " 919. | Female        0 |\n",
      " 920. | Female        0 |\n",
      "      |-----------------|\n",
      " 921. |   Male    19277 |\n",
      " 922. |   Male        0 |\n",
      " 923. | Female        . |\n",
      " 924. |   Male        0 |\n",
      " 925. |   Male        0 |\n",
      "      |-----------------|\n",
      " 926. | Female        . |\n",
      " 927. |   Male    49631 |\n",
      " 928. | Female        0 |\n",
      " 929. | Female     3046 |\n",
      " 930. |   Male        . |\n",
      "      |-----------------|\n",
      " 931. | Female    13364 |\n",
      " 932. | Female    10200 |\n",
      " 933. | Female     2484 |\n",
      " 934. | Female    30329 |\n",
      " 935. |   Male    33482 |\n",
      "      |-----------------|\n",
      " 936. |   Male    10001 |\n",
      " 937. | Female    31986 |\n",
      " 938. | Female     4333 |\n",
      " 939. |   Male    14793 |\n",
      " 940. |   Male    24019 |\n",
      "      |-----------------|\n",
      " 941. | Female    22849 |\n",
      " 942. |   Male    36797 |\n",
      " 943. | Female        0 |\n",
      " 944. | Female     1768 |\n",
      " 945. | Female    14861 |\n",
      "      |-----------------|\n",
      " 946. |   Male    27964 |\n",
      " 947. | Female    18135 |\n",
      " 948. |   Male    12045 |\n",
      " 949. | Female     9019 |\n",
      " 950. |   Male    34806 |\n",
      "      |-----------------|\n",
      " 951. |   Male    25302 |\n",
      " 952. | Female        0 |\n",
      " 953. | Female    30229 |\n",
      " 954. |   Male    31024 |\n",
      " 955. | Female        . |\n",
      "      |-----------------|\n",
      " 956. |   Male    33946 |\n",
      " 957. | Female        . |\n",
      " 958. |   Male        0 |\n",
      " 959. | Female        0 |\n",
      " 960. | Female    38095 |\n",
      "      |-----------------|\n",
      " 961. | Female     5189 |\n",
      " 962. |   Male    53512 |\n",
      " 963. | Female    11856 |\n",
      " 964. |   Male    82138 |\n",
      " 965. |   Male    38873 |\n",
      "      |-----------------|\n",
      " 966. |   Male    17450 |\n",
      " 967. |   Male    49880 |\n",
      " 968. |   Male    55453 |\n",
      " 969. | Female        0 |\n",
      " 970. | Female        0 |\n",
      "      |-----------------|\n",
      " 971. |   Male        0 |\n",
      " 972. |   Male    17258 |\n",
      " 973. |   Male        0 |\n",
      " 974. | Female        0 |\n",
      " 975. |   Male    28710 |\n",
      "      |-----------------|\n",
      " 976. |   Male        0 |\n",
      " 977. | Female        0 |\n",
      " 978. | Female    22121 |\n",
      " 979. | Female        0 |\n",
      " 980. |   Male    79246 |\n",
      "      |-----------------|\n",
      " 981. | Female    28337 |\n",
      " 982. |   Male    59926 |\n",
      " 983. | Female     4862 |\n",
      " 984. |   Male    21601 |\n",
      " 985. | Female    14438 |\n",
      "      |-----------------|\n",
      " 986. |   Male        0 |\n",
      " 987. | Female    21643 |\n",
      " 988. | Female     5572 |\n",
      " 989. |   Male    29812 |\n",
      " 990. | Female    25793 |\n",
      "      |-----------------|\n",
      " 991. | Female    10423 |\n",
      " 992. |   Male        0 |\n",
      " 993. | Female    19787 |\n",
      " 994. |   Male        0 |\n",
      " 995. |   Male     1140 |\n",
      "      |-----------------|\n",
      " 996. |   Male        0 |\n",
      " 997. | Female        0 |\n",
      " 998. |   Male        0 |\n",
      " 999. |   Male        0 |\n",
      "1000. |   Male    25890 |\n",
      "      |-----------------|\n",
      "1001. | Female        0 |\n",
      "1002. | Female        . |\n",
      "1003. | Female    19094 |\n",
      "1004. | Female        0 |\n",
      "1005. |   Male        . |\n",
      "      |-----------------|\n",
      "1006. | Female    36571 |\n",
      "1007. | Female        0 |\n",
      "1008. |   Male    48216 |\n",
      "1009. |   Male        . |\n",
      "1010. | Female        0 |\n",
      "      |-----------------|\n",
      "1011. |   Male    33883 |\n",
      "1012. | Female    20092 |\n",
      "1013. |   Male    78086 |\n",
      "1014. |   Male        0 |\n",
      "1015. | Female        0 |\n",
      "      |-----------------|\n",
      "1016. |   Male        . |\n",
      "1017. | Female    22991 |\n",
      "1018. |   Male    28256 |\n",
      "1019. |   Male        0 |\n",
      "1020. | Female        . |\n",
      "      |-----------------|\n",
      "1021. |   Male    42010 |\n",
      "1022. |   Male    82070 |\n",
      "1023. | Female        0 |\n",
      "1024. | Female    23393 |\n",
      "1025. |   Male    21566 |\n",
      "      |-----------------|\n",
      "1026. | Female        0 |\n",
      "1027. | Female    19334 |\n",
      "1028. |   Male    39447 |\n",
      "1029. |   Male     9452 |\n",
      "1030. |   Male        0 |\n",
      "      |-----------------|\n",
      "1031. | Female        . |\n",
      "1032. | Female    24676 |\n",
      "1033. | Female    15340 |\n",
      "1034. |   Male    47986 |\n",
      "1035. | Female        0 |\n",
      "      |-----------------|\n",
      "1036. |   Male    38728 |\n",
      "1037. |   Male    24120 |\n",
      "1038. | Female    26728 |\n",
      "1039. | Female        . |\n",
      "1040. | Female     3062 |\n",
      "      |-----------------|\n",
      "1041. | Female        0 |\n",
      "1042. |   Male    22812 |\n",
      "1043. |   Male    46449 |\n",
      "1044. |   Male    42529 |\n",
      "1045. | Female    19282 |\n",
      "      |-----------------|\n",
      "1046. |   Male     4201 |\n",
      "1047. |   Male        . |\n",
      "1048. |   Male    18067 |\n",
      "1049. | Female     2557 |\n",
      "1050. | Female    35029 |\n",
      "      |-----------------|\n",
      "1051. |   Male     5818 |\n",
      "1052. | Female        0 |\n",
      "1053. |   Male        . |\n",
      "1054. |   Male        0 |\n",
      "1055. | Female    18392 |\n",
      "      |-----------------|\n",
      "1056. |   Male    59685 |\n",
      "1057. |   Male        . |\n",
      "1058. | Female        . |\n",
      "1059. |   Male    39397 |\n",
      "1060. | Female        . |\n",
      "      |-----------------|\n",
      "1061. |   Male    11020 |\n",
      "1062. |   Male        . |\n",
      "1063. |   Male    47947 |\n",
      "1064. | Female        0 |\n",
      "1065. |   Male    31680 |\n",
      "      |-----------------|\n",
      "1066. | Female        . |\n",
      "1067. | Female    15742 |\n",
      "1068. |   Male    19847 |\n",
      "1069. | Female        . |\n",
      "1070. | Female    21332 |\n",
      "      |-----------------|\n",
      "1071. |   Male    38194 |\n",
      "1072. |   Male    43050 |\n",
      "1073. | Female        0 |\n",
      "1074. | Female    18753 |\n",
      "1075. |   Male    18055 |\n",
      "      |-----------------|\n",
      "1076. | Female    37630 |\n",
      "1077. |   Male    17863 |\n",
      "1078. | Female     4244 |\n",
      "1079. |   Male    38533 |\n",
      "1080. | Female    32953 |\n",
      "      |-----------------|\n",
      "1081. | Female     9750 |\n",
      "1082. |   Male    19891 |\n",
      "1083. | Female    15050 |\n",
      "1084. |   Male    31703 |\n",
      "1085. |   Male    17961 |\n",
      "      |-----------------|\n",
      "1086. |   Male    33753 |\n",
      "1087. | Female     7943 |\n",
      "1088. | Female     9015 |\n",
      "1089. |   Male    40188 |\n",
      "1090. | Female    26472 |\n",
      "      |-----------------|\n",
      "1091. | Female     5340 |\n",
      "1092. |   Male    75818 |\n",
      "1093. | Female    23558 |\n",
      "1094. |   Male    21631 |\n",
      "1095. | Female    12262 |\n",
      "      |-----------------|\n",
      "1096. |   Male     1449 |\n",
      "1097. |   Male     1011 |\n",
      "1098. | Female        0 |\n",
      "1099. | Female        . |\n",
      "1100. | Female     1247 |\n",
      "      |-----------------|\n",
      "1101. |   Male        0 |\n",
      "1102. |   Male    21555 |\n",
      "1103. | Female    10014 |\n",
      "1104. |   Male        0 |\n",
      "1105. | Female        0 |\n",
      "      |-----------------|\n",
      "1106. | Female        . |\n",
      "1107. |   Male    10707 |\n",
      "1108. |   Male     3166 |\n",
      "1109. | Female    18029 |\n",
      "1110. | Female        0 |\n",
      "      |-----------------|\n",
      "1111. | Female        . |\n",
      "1112. |   Male    39519 |\n",
      "1113. |   Male    39965 |\n",
      "1114. |   Male     4815 |\n",
      "1115. | Female     2805 |\n",
      "      |-----------------|\n",
      "1116. |   Male     8217 |\n",
      "1117. |   Male    38558 |\n",
      "1118. | Female    44157 |\n",
      "1119. |   Male     7169 |\n",
      "1120. |   Male    71298 |\n",
      "      |-----------------|\n",
      "1121. | Female    11395 |\n",
      "1122. |   Male     5297 |\n",
      "1123. | Female    37999 |\n",
      "1124. |   Male    19273 |\n",
      "1125. |   Male    17956 |\n",
      "      |-----------------|\n",
      "1126. |   Male        0 |\n",
      "1127. |   Male     9349 |\n",
      "1128. | Female    12953 |\n",
      "1129. | Female    24700 |\n",
      "1130. |   Male    11269 |\n",
      "      |-----------------|\n",
      "1131. |   Male    30728 |\n",
      "1132. | Female    21728 |\n",
      "1133. |   Male    97404 |\n",
      "1134. | Female    11524 |\n",
      "1135. | Female    65604 |\n",
      "      |-----------------|\n",
      "1136. | Female    18699 |\n",
      "1137. | Female        0 |\n",
      "1138. | Female    38797 |\n",
      "1139. |   Male    22443 |\n",
      "1140. |   Male    51056 |\n",
      "      |-----------------|\n",
      "1141. |   Male    45542 |\n",
      "1142. | Female    25813 |\n",
      "1143. |   Male    33388 |\n",
      "1144. | Female    20868 |\n",
      "1145. |   Male    46329 |\n",
      "      |-----------------|\n",
      "1146. | Female        . |\n",
      "1147. |   Male    45087 |\n",
      "1148. |   Male    53160 |\n",
      "1149. | Female        0 |\n",
      "1150. |   Male        0 |\n",
      "      |-----------------|\n",
      "1151. | Female        0 |\n",
      "1152. |   Male    26091 |\n",
      "1153. |   Male        0 |\n",
      "1154. | Female    46642 |\n",
      "1155. | Female        0 |\n",
      "      |-----------------|\n",
      "1156. |   Male        0 |\n",
      "1157. | Female        0 |\n",
      "1158. | Female        . |\n",
      "1159. |   Male    14637 |\n",
      "1160. |   Male        0 |\n",
      "      |-----------------|\n",
      "1161. | Female    22575 |\n",
      "1162. |   Male    10811 |\n",
      "1163. | Female     1846 |\n",
      "1164. |   Male    48282 |\n",
      "1165. | Female    32556 |\n",
      "      |-----------------|\n",
      "1166. | Female        . |\n",
      "1167. | Female    22664 |\n",
      "1168. |   Male    20636 |\n",
      "1169. |   Male        . |\n",
      "1170. |   Male        0 |\n",
      "      |-----------------|\n",
      "1171. | Female    59975 |\n",
      "1172. | Female    19219 |\n",
      "1173. | Female        . |\n",
      "1174. |   Male    84841 |\n",
      "1175. | Female    26452 |\n",
      "      |-----------------|\n",
      "1176. | Female        0 |\n",
      "1177. |   Male    41517 |\n",
      "1178. |   Male    36955 |\n",
      "1179. | Female    21749 |\n",
      "1180. | Female        0 |\n",
      "      |-----------------|\n",
      "1181. | Female    39973 |\n",
      "1182. | Female    60025 |\n",
      "1183. | Female        0 |\n",
      "1184. |   Male    54178 |\n",
      "1185. |   Male        0 |\n",
      "      |-----------------|\n",
      "1186. | Female    32376 |\n",
      "1187. |   Male    18887 |\n",
      "1188. |   Male    30104 |\n",
      "1189. | Female    18231 |\n",
      "1190. | Female    26614 |\n",
      "      |-----------------|\n",
      "1191. |   Male        0 |\n",
      "1192. | Female        0 |\n",
      "1193. | Female    19167 |\n",
      "1194. | Female     7731 |\n",
      "1195. |   Male    47718 |\n",
      "      |-----------------|\n",
      "1196. | Female        0 |\n",
      "1197. | Female    18430 |\n",
      "1198. |   Male    30016 |\n",
      "1199. |   Male    39992 |\n",
      "1200. | Female        0 |\n",
      "      |-----------------|\n",
      "1201. |   Male        0 |\n",
      "1202. |   Male    16038 |\n",
      "1203. | Female        0 |\n",
      "1204. |   Male        . |\n",
      "1205. | Female        0 |\n",
      "      |-----------------|\n",
      "1206. |   Male     7533 |\n",
      "1207. |   Male        0 |\n",
      "1208. | Female    24875 |\n",
      "1209. |   Male    37074 |\n",
      "1210. |   Male     1010 |\n",
      "      |-----------------|\n",
      "1211. | Female        0 |\n",
      "1212. | Female     1087 |\n",
      "1213. | Female     1546 |\n",
      "1214. | Female        0 |\n",
      "1215. |   Male     4120 |\n",
      "      |-----------------|\n",
      "1216. |   Male        0 |\n",
      "1217. | Female    28469 |\n",
      "1218. |   Male    37456 |\n",
      "1219. |   Male      838 |\n",
      "1220. | Female     9685 |\n",
      "      |-----------------|\n",
      "1221. |   Male        0 |\n",
      "1222. |   Male    32545 |\n",
      "1223. | Female        0 |\n",
      "1224. |   Male     6098 |\n",
      "1225. | Female        0 |\n",
      "      |-----------------|\n",
      "1226. |   Male    28528 |\n",
      "1227. | Female    25825 |\n",
      "1228. | Female        . |\n",
      "1229. | Female     1387 |\n",
      "1230. |   Male    32808 |\n",
      "      |-----------------|\n",
      "1231. | Female    13743 |\n",
      "1232. | Female        . |\n",
      "1233. | Female     3484 |\n",
      "1234. | Female     1841 |\n",
      "1235. |   Male    20916 |\n",
      "      |-----------------|\n",
      "1236. | Female    11880 |\n",
      "1237. | Female        0 |\n",
      "1238. | Female    27815 |\n",
      "1239. |   Male        0 |\n",
      "1240. |   Male    29505 |\n",
      "      |-----------------|\n",
      "1241. | Female     9210 |\n",
      "1242. |   Male     9791 |\n",
      "1243. | Female     1384 |\n",
      "1244. | Female    26945 |\n",
      "1245. | Female        0 |\n",
      "      |-----------------|\n",
      "1246. |   Male    28227 |\n",
      "1247. |   Male    56025 |\n",
      "1248. |   Male    17850 |\n",
      "1249. | Female     4647 |\n",
      "1250. | Female    10733 |\n",
      "      |-----------------|\n",
      "1251. |   Male        0 |\n",
      "1252. | Female    13987 |\n",
      "1253. | Female    14190 |\n",
      "1254. |   Male    23165 |\n",
      "1255. | Female    33656 |\n",
      "      |-----------------|\n",
      "1256. | Female     3056 |\n",
      "1257. | Female        . |\n",
      "1258. | Female    42563 |\n",
      "1259. | Female    36475 |\n",
      "1260. |   Male    19509 |\n",
      "      |-----------------|\n",
      "1261. | Female    12038 |\n",
      "1262. | Female    27510 |\n",
      "1263. | Female    20351 |\n",
      "1264. |   Male    16219 |\n",
      "1265. | Female     5441 |\n",
      "      |-----------------|\n",
      "1266. |   Male    33870 |\n",
      "1267. | Female    24549 |\n",
      "1268. |   Male        . |\n",
      "1269. | Female    14450 |\n",
      "1270. | Female     4799 |\n",
      "      |-----------------|\n",
      "1271. | Female     7419 |\n",
      "1272. |   Male        . |\n",
      "1273. | Female        . |\n",
      "1274. |   Male    69054 |\n",
      "1275. |   Male    23702 |\n",
      "      |-----------------|\n",
      "1276. | Female     4943 |\n",
      "1277. | Female        0 |\n",
      "1278. |   Male    38169 |\n",
      "1279. | Female    36981 |\n",
      "1280. |   Male   286501 |\n",
      "      |-----------------|\n",
      "1281. | Female        0 |\n",
      "1282. | Female        0 |\n",
      "1283. | Female        0 |\n",
      "1284. |   Male        . |\n",
      "1285. | Female     9603 |\n",
      "      |-----------------|\n",
      "1286. |   Male    39411 |\n",
      "1287. | Female    22027 |\n",
      "1288. | Female    19294 |\n",
      "1289. |   Male        . |\n",
      "1290. |   Male    48608 |\n",
      "      |-----------------|\n",
      "1291. | Female     1381 |\n",
      "1292. | Female     7103 |\n",
      "1293. |   Male    23965 |\n",
      "1294. | Female        0 |\n",
      "1295. | Female    41337 |\n",
      "      |-----------------|\n",
      "1296. |   Male    75787 |\n",
      "1297. | Female        0 |\n",
      "1298. |   Male        0 |\n",
      "1299. |   Male     3591 |\n",
      "1300. | Female        0 |\n",
      "      |-----------------|\n",
      "1301. |   Male    15190 |\n",
      "1302. | Female    13406 |\n",
      "1303. | Female        0 |\n",
      "1304. |   Male     4289 |\n",
      "1305. | Female        0 |\n",
      "      |-----------------|\n",
      "1306. |   Male    31467 |\n",
      "1307. | Female        0 |\n",
      "1308. |   Male        0 |\n",
      "1309. |   Male        0 |\n",
      "1310. |   Male    46907 |\n",
      "      |-----------------|\n",
      "1311. |   Male        . |\n",
      "1312. | Female     3936 |\n",
      "1313. | Female     4745 |\n",
      "1314. |   Male    51081 |\n",
      "1315. | Female        . |\n",
      "      |-----------------|\n",
      "1316. | Female     7543 |\n",
      "1317. |   Male    43799 |\n",
      "1318. | Female      660 |\n",
      "1319. |   Male    10195 |\n",
      "1320. | Female    17053 |\n",
      "      |-----------------|\n",
      "1321. | Female        . |\n",
      "1322. |   Male    33080 |\n",
      "1323. | Female     4865 |\n",
      "1324. | Female    14698 |\n",
      "1325. |   Male    90949 |\n",
      "      |-----------------|\n",
      "1326. | Female     2751 |\n",
      "1327. |   Male    65665 |\n",
      "1328. | Female        0 |\n",
      "1329. |   Male    15539 |\n",
      "1330. |   Male        . |\n",
      "      |-----------------|\n",
      "1331. | Female    36622 |\n",
      "1332. |   Male    21482 |\n",
      "1333. | Female    32149 |\n",
      "1334. |   Male    26009 |\n",
      "1335. |   Male    50504 |\n",
      "      |-----------------|\n",
      "1336. | Female    17797 |\n",
      "1337. |   Male    31066 |\n",
      "1338. | Female        0 |\n",
      "1339. | Female     2885 |\n",
      "1340. | Female      299 |\n",
      "      |-----------------|\n",
      "1341. |   Male    88282 |\n",
      "1342. | Female        . |\n",
      "1343. | Female    42126 |\n",
      "1344. |   Male        0 |\n",
      "1345. | Female    33602 |\n",
      "      |-----------------|\n",
      "1346. |   Male    97635 |\n",
      "1347. |   Male     7107 |\n",
      "1348. |   Male    19275 |\n",
      "1349. | Female        . |\n",
      "1350. | Female    11197 |\n",
      "      |-----------------|\n",
      "1351. | Female        0 |\n",
      "1352. |   Male     3550 |\n",
      "1353. |   Male    77969 |\n",
      "1354. | Female    20877 |\n",
      "1355. | Female    29532 |\n",
      "      |-----------------|\n",
      "1356. |   Male    34288 |\n",
      "1357. | Female        0 |\n",
      "1358. | Female    34259 |\n",
      "1359. | Female    33759 |\n",
      "1360. | Female        0 |\n",
      "      |-----------------|\n",
      "1361. | Female     2722 |\n",
      "1362. | Female        0 |\n",
      "1363. |   Male        0 |\n",
      "1364. |   Male    16815 |\n",
      "1365. | Female    20547 |\n",
      "      |-----------------|\n",
      "1366. |   Male   108534 |\n",
      "1367. | Female    17933 |\n",
      "1368. |   Male     3426 |\n",
      "1369. |   Male        0 |\n",
      "1370. | Female    19761 |\n",
      "      |-----------------|\n",
      "1371. |   Male    31716 |\n",
      "1372. | Female     4686 |\n",
      "1373. |   Male        0 |\n",
      "1374. | Female    20456 |\n",
      "1375. |   Male    35101 |\n",
      "      |-----------------|\n",
      "1376. | Female    31223 |\n",
      "1377. |   Male    38743 |\n",
      "1378. |   Male     5914 |\n",
      "1379. | Female    15717 |\n",
      "1380. | Female    15471 |\n",
      "      |-----------------|\n",
      "1381. |   Male    57244 |\n",
      "1382. | Female        0 |\n",
      "1383. | Female     3907 |\n",
      "1384. |   Male    73763 |\n",
      "1385. | Female    44446 |\n",
      "      |-----------------|\n",
      "1386. |   Male        0 |\n",
      "1387. |   Male    36186 |\n",
      "1388. |   Male        . |\n",
      "1389. |   Male        0 |\n",
      "1390. |   Male    72243 |\n",
      "      |-----------------|\n",
      "1391. | Female        . |\n",
      "1392. | Female        0 |\n",
      "1393. |   Male   101983 |\n",
      "1394. | Female    71875 |\n",
      "1395. | Female    43628 |\n",
      "      |-----------------|\n",
      "1396. |   Male    50098 |\n",
      "1397. | Female    16350 |\n",
      "1398. |   Male    34768 |\n",
      "1399. |   Male    15066 |\n",
      "1400. |   Male        0 |\n",
      "      |-----------------|\n",
      "1401. | Female        . |\n",
      "1402. | Female        0 |\n",
      "1403. |   Male    46303 |\n",
      "1404. | Female    15487 |\n",
      "1405. | Female        . |\n",
      "      |-----------------|\n",
      "1406. | Female    16930 |\n",
      "1407. |   Male        0 |\n",
      "1408. | Female        . |\n",
      "1409. |   Male        0 |\n",
      "1410. | Female     9352 |\n",
      "      |-----------------|\n",
      "1411. |   Male        . |\n",
      "1412. | Female        0 |\n",
      "1413. | Female     6642 |\n",
      "1414. | Female        . |\n",
      "1415. | Female    11861 |\n",
      "      |-----------------|\n",
      "1416. |   Male      901 |\n",
      "1417. |   Male      346 |\n",
      "1418. |   Male    31758 |\n",
      "1419. | Female        0 |\n",
      "1420. | Female        0 |\n",
      "      |-----------------|\n",
      "1421. | Female        . |\n",
      "1422. |   Male        0 |\n",
      "1423. | Female     5938 |\n",
      "1424. | Female     2842 |\n",
      "1425. |   Male    24938 |\n",
      "      |-----------------|\n",
      "1426. | Female    21551 |\n",
      "1427. |   Male    17987 |\n",
      "1428. | Female    19746 |\n",
      "1429. |   Male    25863 |\n",
      "1430. | Female        0 |\n",
      "      |-----------------|\n",
      "1431. | Female        . |\n",
      "1432. | Female        0 |\n",
      "1433. |   Male        . |\n",
      "1434. | Female    14662 |\n",
      "1435. |   Male    13774 |\n",
      "      |-----------------|\n",
      "1436. | Female    20777 |\n",
      "1437. |   Male    31857 |\n",
      "1438. | Female    11253 |\n",
      "1439. |   Male    22556 |\n",
      "1440. | Female     4741 |\n",
      "      |-----------------|\n",
      "1441. | Female    24169 |\n",
      "1442. | Female        0 |\n",
      "1443. |   Male    29237 |\n",
      "1444. |   Male        0 |\n",
      "1445. | Female        0 |\n",
      "      |-----------------|\n",
      "1446. | Female    29998 |\n",
      "1447. |   Male    10952 |\n",
      "1448. | Female        0 |\n",
      "1449. | Female        0 |\n",
      "1450. | Female      870 |\n",
      "      |-----------------|\n",
      "1451. | Female     9870 |\n",
      "1452. |   Male    37497 |\n",
      "1453. |   Male    14705 |\n",
      "1454. |   Male     1073 |\n",
      "1455. | Female     9848 |\n",
      "      |-----------------|\n",
      "1456. | Female    17139 |\n",
      "1457. | Female    46540 |\n",
      "1458. |   Male        . |\n",
      "1459. |   Male    22910 |\n",
      "1460. |   Male        0 |\n",
      "      |-----------------|\n",
      "1461. | Female    23870 |\n",
      "1462. | Female    32107 |\n",
      "1463. | Female        . |\n",
      "1464. |   Male    33630 |\n",
      "1465. |   Male    43773 |\n",
      "      |-----------------|\n",
      "1466. | Female    26335 |\n",
      "1467. | Female        0 |\n",
      "1468. | Female    10205 |\n",
      "1469. |   Male     2399 |\n",
      "1470. | Female     1852 |\n",
      "      |-----------------|\n",
      "1471. |   Male    34147 |\n",
      "1472. |   Male    35880 |\n",
      "1473. |   Male     6749 |\n",
      "1474. |   Male    12424 |\n",
      "1475. | Female    17905 |\n",
      "      |-----------------|\n",
      "1476. | Female        0 |\n",
      "1477. |   Male        . |\n",
      "1478. |   Male     4617 |\n",
      "1479. |   Male     7085 |\n",
      "1480. |   Male        0 |\n",
      "      |-----------------|\n",
      "1481. | Female     4363 |\n",
      "1482. |   Male    27586 |\n",
      "1483. |   Male    27665 |\n",
      "1484. |   Male        . |\n",
      "1485. |   Male    26261 |\n",
      "      |-----------------|\n",
      "1486. | Female        0 |\n",
      "1487. | Female        0 |\n",
      "1488. | Female    12397 |\n",
      "1489. |   Male    46073 |\n",
      "1490. | Female        . |\n",
      "      |-----------------|\n",
      "1491. | Female    25239 |\n",
      "1492. | Female     7036 |\n",
      "1493. |   Male     2898 |\n",
      "1494. |   Male    60059 |\n",
      "1495. | Female    13918 |\n",
      "      |-----------------|\n",
      "1496. |   Male    50374 |\n",
      "1497. |   Male    18122 |\n",
      "1498. | Female    31383 |\n",
      "1499. |   Male     7702 |\n",
      "1500. | Female    20837 |\n",
      "      |-----------------|\n",
      "1501. |   Male    18141 |\n",
      "1502. | Female    11804 |\n",
      "1503. |   Male        0 |\n",
      "1504. | Female        . |\n",
      "1505. |   Male        0 |\n",
      "      |-----------------|\n",
      "1506. |   Male     8686 |\n",
      "1507. |   Male    50546 |\n",
      "1508. | Female     4729 |\n",
      "1509. |   Male        0 |\n",
      "1510. |   Male    27803 |\n",
      "      |-----------------|\n",
      "1511. | Female    17325 |\n",
      "1512. |   Male    52032 |\n",
      "1513. | Female    32163 |\n",
      "1514. |   Male    26421 |\n",
      "1515. |   Male    41174 |\n",
      "      |-----------------|\n",
      "1516. | Female    24502 |\n",
      "1517. | Female     6310 |\n",
      "1518. |   Male    59143 |\n",
      "1519. | Female        0 |\n",
      "1520. |   Male        . |\n",
      "      |-----------------|\n",
      "1521. | Female        0 |\n",
      "1522. | Female    20335 |\n",
      "1523. | Female    13545 |\n",
      "1524. | Female        0 |\n",
      "1525. |   Male    33675 |\n",
      "      |-----------------|\n",
      "1526. | Female        . |\n",
      "1527. | Female        . |\n",
      "1528. |   Male        0 |\n",
      "1529. |   Male    34984 |\n",
      "1530. |   Male        0 |\n",
      "      |-----------------|\n",
      "1531. | Female     2373 |\n",
      "1532. |   Male        . |\n",
      "1533. | Female        0 |\n",
      "1534. | Female     1498 |\n",
      "1535. | Female        0 |\n",
      "      |-----------------|\n",
      "1536. |   Male    37101 |\n",
      "1537. | Female    16789 |\n",
      "1538. |   Male        0 |\n",
      "1539. |   Male    59982 |\n",
      "1540. | Female        0 |\n",
      "      |-----------------|\n",
      "1541. | Female    39044 |\n",
      "1542. |   Male     2861 |\n",
      "1543. | Female    24054 |\n",
      "1544. | Female    23893 |\n",
      "1545. | Female        . |\n",
      "      |-----------------|\n",
      "1546. |   Male        . |\n",
      "1547. |   Male   107867 |\n",
      "1548. | Female     6774 |\n",
      "1549. |   Male    51085 |\n",
      "1550. | Female        0 |\n",
      "      |-----------------|\n",
      "1551. | Female        0 |\n",
      "1552. |   Male    51067 |\n",
      "1553. | Female     7278 |\n",
      "1554. |   Male        0 |\n",
      "1555. | Female        0 |\n",
      "      |-----------------|\n",
      "1556. |   Male        0 |\n",
      "1557. | Female        . |\n",
      "1558. | Female        0 |\n",
      "1559. |   Male        0 |\n",
      "1560. |   Male    53036 |\n",
      "      |-----------------|\n",
      "1561. | Female        0 |\n",
      "1562. | Female        0 |\n",
      "1563. | Female    36115 |\n",
      "1564. |   Male     4812 |\n",
      "1565. | Female     7503 |\n",
      "      |-----------------|\n",
      "1566. |   Male    17941 |\n",
      "1567. | Female    36925 |\n",
      "1568. | Female    15995 |\n",
      "1569. |   Male    47111 |\n",
      "1570. |   Male     4803 |\n",
      "      |-----------------|\n",
      "1571. | Female    23977 |\n",
      "1572. |   Male     1752 |\n",
      "1573. | Female      976 |\n",
      "1574. |   Male        0 |\n",
      "1575. |   Male    58012 |\n",
      "      |-----------------|\n",
      "1576. | Female    25068 |\n",
      "1577. | Female     1331 |\n",
      "1578. | Female     4063 |\n",
      "1579. | Female     3536 |\n",
      "1580. |   Male    23966 |\n",
      "      |-----------------|\n",
      "1581. | Female    21484 |\n",
      "1582. |   Male    16453 |\n",
      "1583. |   Male    16784 |\n",
      "1584. | Female    17044 |\n",
      "1585. |   Male    41049 |\n",
      "      |-----------------|\n",
      "1586. | Female        . |\n",
      "1587. |   Male    12931 |\n",
      "1588. |   Male    23815 |\n",
      "1589. |   Male    27294 |\n",
      "1590. | Female    12566 |\n",
      "      |-----------------|\n",
      "1591. | Female    16013 |\n",
      "1592. | Female        0 |\n",
      "1593. |   Male        0 |\n",
      "1594. | Female    19050 |\n",
      "1595. | Female     2852 |\n",
      "      |-----------------|\n",
      "1596. | Female    21004 |\n",
      "1597. | Female    32418 |\n",
      "1598. |   Male   221371 |\n",
      "1599. | Female        . |\n",
      "1600. |   Male        0 |\n",
      "      |-----------------|\n",
      "1601. |   Male    12740 |\n",
      "1602. | Female     7105 |\n",
      "1603. | Female     4493 |\n",
      "1604. | Female     1822 |\n",
      "1605. | Female     7070 |\n",
      "      |-----------------|\n",
      "1606. |   Male    23761 |\n",
      "1607. | Female    24059 |\n",
      "1608. | Female        0 |\n",
      "1609. |   Male     1071 |\n",
      "1610. | Female        0 |\n",
      "      |-----------------|\n",
      "1611. |   Male        . |\n",
      "1612. |   Male    27838 |\n",
      "1613. | Female        . |\n",
      "1614. |   Male    17858 |\n",
      "1615. |   Male        0 |\n",
      "      |-----------------|\n",
      "1616. |   Male        . |\n",
      "1617. | Female    12750 |\n",
      "1618. | Female     2334 |\n",
      "1619. |   Male    27819 |\n",
      "1620. |   Male    81544 |\n",
      "      |-----------------|\n",
      "1621. | Female        0 |\n",
      "1622. | Female    10518 |\n",
      "1623. | Female        . |\n",
      "1624. |   Male        0 |\n",
      "1625. |   Male    43580 |\n",
      "      |-----------------|\n",
      "1626. | Female    51795 |\n",
      "1627. |   Male     9535 |\n",
      "1628. | Female        0 |\n",
      "1629. |   Male        0 |\n",
      "1630. | Female        0 |\n",
      "      |-----------------|\n",
      "1631. |   Male    48090 |\n",
      "1632. | Female    34395 |\n",
      "1633. | Female        0 |\n",
      "1634. |   Male    31054 |\n",
      "1635. |   Male    22130 |\n",
      "      |-----------------|\n",
      "1636. |   Male    18084 |\n",
      "1637. | Female    11425 |\n",
      "1638. | Female        . |\n",
      "1639. |   Male    35712 |\n",
      "1640. | Female    44200 |\n",
      "      |-----------------|\n",
      "1641. |   Male    62970 |\n",
      "1642. |   Male    33136 |\n",
      "1643. |   Male        0 |\n",
      "1644. | Female        0 |\n",
      "1645. | Female        0 |\n",
      "      |-----------------|\n",
      "1646. | Female        . |\n",
      "1647. |   Male    47361 |\n",
      "1648. |   Male    26673 |\n",
      "1649. | Female     6093 |\n",
      "1650. |   Male        . |\n",
      "      |-----------------|\n",
      "1651. |   Male        . |\n",
      "1652. |   Male    14436 |\n",
      "1653. | Female        0 |\n",
      "1654. | Female    12969 |\n",
      "1655. |   Male        . |\n",
      "      |-----------------|\n",
      "1656. |   Male    21914 |\n",
      "1657. | Female        0 |\n",
      "1658. | Female    25831 |\n",
      "1659. | Female        0 |\n",
      "1660. | Female        . |\n",
      "      |-----------------|\n",
      "1661. |   Male    28824 |\n",
      "1662. | Female    39415 |\n",
      "1663. | Female    24088 |\n",
      "1664. |   Male    31219 |\n",
      "1665. |   Male        . |\n",
      "      |-----------------|\n",
      "1666. | Female     1058 |\n",
      "1667. | Female        . |\n",
      "1668. | Female     6303 |\n",
      "1669. |   Male    28794 |\n",
      "1670. | Female        0 |\n",
      "      |-----------------|\n",
      "1671. |   Male    26428 |\n",
      "1672. |   Male    46647 |\n",
      "1673. | Female     7687 |\n",
      "1674. | Female        0 |\n",
      "1675. |   Male    71638 |\n",
      "      |-----------------|\n",
      "1676. | Female    25564 |\n",
      "1677. |   Male    36530 |\n",
      "1678. | Female    11721 |\n",
      "1679. | Female      262 |\n",
      "1680. | Female     8439 |\n",
      "      |-----------------|\n",
      "1681. |   Male    26805 |\n",
      "1682. |   Male    28554 |\n",
      "1683. | Female    27238 |\n",
      "1684. | Female        0 |\n",
      "1685. |   Male        . |\n",
      "      |-----------------|\n",
      "1686. |   Male    96032 |\n",
      "1687. | Female        0 |\n",
      "1688. | Female    19165 |\n",
      "1689. | Female    83961 |\n",
      "1690. | Female    30616 |\n",
      "      |-----------------|\n",
      "1691. |   Male    28092 |\n",
      "1692. |   Male    26601 |\n",
      "1693. |   Male    23933 |\n",
      "1694. |   Male    51710 |\n",
      "1695. | Female    15020 |\n",
      "      |-----------------|\n",
      "1696. | Female     4716 |\n",
      "1697. | Female        . |\n",
      "1698. |   Male        . |\n",
      "1699. | Female        0 |\n",
      "1700. | Female    15564 |\n",
      "      |-----------------|\n",
      "1701. |   Male     2798 |\n",
      "1702. |   Male    17085 |\n",
      "1703. | Female    10040 |\n",
      "1704. | Female    24424 |\n",
      "1705. |   Male        . |\n",
      "      |-----------------|\n",
      "1706. | Female        . |\n",
      "1707. | Female        0 |\n",
      "1708. |   Male        . |\n",
      "1709. | Female     9662 |\n",
      "1710. |   Male        . |\n",
      "      |-----------------|\n",
      "1711. | Female        0 |\n",
      "1712. |   Male     2589 |\n",
      "1713. |   Male    14693 |\n",
      "1714. |   Male        0 |\n",
      "1715. | Female     4762 |\n",
      "      |-----------------|\n",
      "1716. |   Male        0 |\n",
      "1717. | Female        0 |\n",
      "1718. |   Male        . |\n",
      "1719. |   Male     4742 |\n",
      "1720. | Female        0 |\n",
      "      |-----------------|\n",
      "1721. | Female     2280 |\n",
      "1722. |   Male        0 |\n",
      "1723. |   Male    27288 |\n",
      "1724. |   Male        . |\n",
      "1725. |   Male     1710 |\n",
      "      |-----------------|\n",
      "1726. |   Male        0 |\n",
      "1727. | Female     3778 |\n",
      "1728. | Female        . |\n",
      "1729. | Female    53982 |\n",
      "1730. |   Male    57699 |\n",
      "      |-----------------|\n",
      "1731. |   Male        . |\n",
      "1732. | Female    31129 |\n",
      "1733. |   Male    31223 |\n",
      "1734. | Female    22403 |\n",
      "1735. | Female     3241 |\n",
      "      |-----------------|\n",
      "1736. |   Male    27690 |\n",
      "1737. |   Male     5001 |\n",
      "1738. | Female     1842 |\n",
      "1739. |   Male    29207 |\n",
      "1740. | Female     3435 |\n",
      "      |-----------------|\n",
      "1741. |   Male    42669 |\n",
      "1742. | Female    28019 |\n",
      "1743. |   Male        . |\n",
      "1744. | Female    27219 |\n",
      "1745. | Female     6002 |\n",
      "      |-----------------|\n",
      "1746. |   Male    33844 |\n",
      "1747. |   Male    39527 |\n",
      "1748. | Female    19327 |\n",
      "1749. | Female    10869 |\n",
      "1750. | Female    33531 |\n",
      "      |-----------------|\n",
      "1751. |   Male    26842 |\n",
      "1752. | Female    15314 |\n",
      "1753. | Female    11381 |\n",
      "1754. |   Male     3413 |\n",
      "1755. | Female     3622 |\n",
      "      |-----------------|\n",
      "1756. |   Male    12473 |\n",
      "1757. |   Male    19330 |\n",
      "1758. | Female    13266 |\n",
      "1759. |   Male    15699 |\n",
      "1760. | Female    38293 |\n",
      "      |-----------------|\n",
      "1761. | Female     4764 |\n",
      "1762. | Female    31648 |\n",
      "1763. | Female    35740 |\n",
      "1764. |   Male    53411 |\n",
      "1765. |   Male     3016 |\n",
      "      |-----------------|\n",
      "1766. |   Male        . |\n",
      "1767. | Female        0 |\n",
      "1768. | Female        0 |\n",
      "1769. |   Male    23949 |\n",
      "1770. |   Male        0 |\n",
      "      |-----------------|\n",
      "1771. | Female    20707 |\n",
      "1772. |   Male    24072 |\n",
      "1773. |   Male    28579 |\n",
      "1774. | Female        0 |\n",
      "1775. | Female        0 |\n",
      "      |-----------------|\n",
      "1776. |   Male    16912 |\n",
      "1777. | Female    34572 |\n",
      "1778. |   Male     6069 |\n",
      "1779. |   Male    62853 |\n",
      "1780. | Female        0 |\n",
      "      |-----------------|\n",
      "1781. | Female        . |\n",
      "1782. | Female    29186 |\n",
      "1783. |   Male    33833 |\n",
      "1784. | Female    26511 |\n",
      "1785. |   Male     3249 |\n",
      "      |-----------------|\n",
      "1786. |   Male    25675 |\n",
      "1787. | Female     5956 |\n",
      "1788. | Female     4712 |\n",
      "1789. | Female    10128 |\n",
      "1790. |   Male        0 |\n",
      "      |-----------------|\n",
      "1791. |   Male   105629 |\n",
      "1792. | Female        . |\n",
      "1793. | Female    15436 |\n",
      "1794. | Female    29035 |\n",
      "1795. |   Male    31227 |\n",
      "      |-----------------|\n",
      "1796. |   Male    12659 |\n",
      "1797. | Female     5933 |\n",
      "1798. | Female     3926 |\n",
      "1799. |   Male        0 |\n",
      "1800. |   Male    23145 |\n",
      "      |-----------------|\n",
      "1801. |   Male    17960 |\n",
      "1802. |   Male    16326 |\n",
      "1803. | Female    25263 |\n",
      "1804. | Female     1440 |\n",
      "1805. | Female        . |\n",
      "      |-----------------|\n",
      "1806. | Female    24054 |\n",
      "1807. | Female     1335 |\n",
      "1808. |   Male    69806 |\n",
      "1809. | Female        0 |\n",
      "1810. |   Male    42466 |\n",
      "      |-----------------|\n",
      "1811. | Female    57719 |\n",
      "1812. |   Male    13266 |\n",
      "1813. | Female        . |\n",
      "1814. | Female    37765 |\n",
      "1815. |   Male        . |\n",
      "      |-----------------|\n",
      "1816. |   Male    33361 |\n",
      "1817. | Female    16569 |\n",
      "1818. |   Male    30632 |\n",
      "1819. |   Male    33436 |\n",
      "1820. | Female     1392 |\n",
      "      |-----------------|\n",
      "1821. | Female     9174 |\n",
      "1822. | Female     7002 |\n",
      "1823. |   Male    31704 |\n",
      "1824. | Female     4876 |\n",
      "1825. |   Male    28931 |\n",
      "      |-----------------|\n",
      "1826. |   Male        0 |\n",
      "1827. | Female        . |\n",
      "1828. | Female     6761 |\n",
      "1829. | Female        . |\n",
      "1830. |   Male    76504 |\n",
      "      |-----------------|\n",
      "1831. | Female    51425 |\n",
      "1832. | Female    16452 |\n",
      "1833. |   Male    12073 |\n",
      "1834. |   Male     8055 |\n",
      "1835. |   Male    29680 |\n",
      "      |-----------------|\n",
      "1836. | Female    31036 |\n",
      "1837. | Female    24065 |\n",
      "1838. |   Male    90930 |\n",
      "1839. | Female     4183 |\n",
      "1840. |   Male        0 |\n",
      "      |-----------------|\n",
      "1841. | Female        0 |\n",
      "1842. |   Male        0 |\n",
      "1843. | Female    29598 |\n",
      "1844. | Female     7809 |\n",
      "1845. |   Male        . |\n",
      "      |-----------------|\n",
      "1846. |   Male    33233 |\n",
      "1847. |   Male    34944 |\n",
      "1848. | Female        0 |\n",
      "1849. | Female     4793 |\n",
      "1850. | Female        0 |\n",
      "      |-----------------|\n",
      "1851. | Female    27686 |\n",
      "1852. | Female        0 |\n",
      "1853. |   Male        0 |\n",
      "1854. | Female    19137 |\n",
      "1855. |   Male    29349 |\n",
      "      |-----------------|\n",
      "1856. |   Male        0 |\n",
      "1857. | Female        . |\n",
      "1858. | Female    19212 |\n",
      "1859. |   Male    22738 |\n",
      "1860. | Female        0 |\n",
      "      |-----------------|\n",
      "1861. |   Male        0 |\n",
      "1862. | Female        0 |\n",
      "1863. |   Male     6319 |\n",
      "1864. |   Male        . |\n",
      "1865. | Female    21693 |\n",
      "      |-----------------|\n",
      "1866. |   Male     8832 |\n",
      "1867. |   Male    29411 |\n",
      "1868. | Female    35837 |\n",
      "1869. | Female    40833 |\n",
      "1870. |   Male    47894 |\n",
      "      |-----------------|\n",
      "1871. | Female        0 |\n",
      "1872. |   Male        0 |\n",
      "1873. |   Male    13114 |\n",
      "1874. | Female    23585 |\n",
      "1875. | Female     8141 |\n",
      "      |-----------------|\n",
      "1876. | Female        0 |\n",
      "1877. | Female        0 |\n",
      "1878. |   Male    52334 |\n",
      "1879. | Female    11053 |\n",
      "1880. |   Male    35972 |\n",
      "      |-----------------|\n",
      "1881. |   Male    30503 |\n",
      "1882. | Female        . |\n",
      "1883. |   Male        0 |\n",
      "1884. | Female        0 |\n",
      "1885. | Female        0 |\n",
      "      |-----------------|\n",
      "1886. | Female    30869 |\n",
      "1887. |   Male    43039 |\n",
      "1888. |   Male     6970 |\n",
      "1889. | Female     4729 |\n",
      "1890. |   Male    31270 |\n",
      "      |-----------------|\n",
      "1891. |   Male        0 |\n",
      "1892. | Female      783 |\n",
      "1893. | Female        . |\n",
      "1894. |   Male    46243 |\n",
      "1895. |   Male    45389 |\n",
      "      |-----------------|\n",
      "1896. | Female    24422 |\n",
      "1897. |   Male        0 |\n",
      "1898. | Female    18438 |\n",
      "1899. |   Male        . |\n",
      "1900. | Female        . |\n",
      "      |-----------------|\n",
      "1901. |   Male    28940 |\n",
      "1902. | Female        0 |\n",
      "1903. | Female    19843 |\n",
      "1904. | Female    15905 |\n",
      "1905. |   Male        0 |\n",
      "      |-----------------|\n",
      "1906. | Female        . |\n",
      "1907. |   Male    56414 |\n",
      "1908. | Female        0 |\n",
      "1909. |   Male        0 |\n",
      "1910. | Female    23211 |\n",
      "      |-----------------|\n",
      "1911. |   Male    48002 |\n",
      "1912. | Female        0 |\n",
      "1913. | Female    24918 |\n",
      "1914. |   Male    32834 |\n",
      "1915. |   Male    19167 |\n",
      "      |-----------------|\n",
      "1916. | Female    11375 |\n",
      "1917. |   Male    33571 |\n",
      "1918. | Female        0 |\n",
      "1919. |   Male    21442 |\n",
      "1920. | Female        . |\n",
      "      |-----------------|\n",
      "1921. | Female    12108 |\n",
      "1922. |   Male        . |\n",
      "1923. | Female     4870 |\n",
      "1924. |   Male    23810 |\n",
      "1925. | Female        0 |\n",
      "      |-----------------|\n",
      "1926. |   Male    22029 |\n",
      "1927. | Female        . |\n",
      "1928. |   Male     3607 |\n",
      "1929. | Female    37152 |\n",
      "1930. |   Male    49596 |\n",
      "      |-----------------|\n",
      "1931. | Female        . |\n",
      "1932. | Female     6501 |\n",
      "1933. |   Male        0 |\n",
      "1934. | Female    36471 |\n",
      "1935. | Female     3954 |\n",
      "      |-----------------|\n",
      "1936. | Female    13486 |\n",
      "1937. |   Male    23434 |\n",
      "1938. | Female        . |\n",
      "1939. |   Male        . |\n",
      "1940. | Female     5990 |\n",
      "      |-----------------|\n",
      "1941. |   Male     9279 |\n",
      "1942. | Female     4878 |\n",
      "1943. |   Male    37278 |\n",
      "1944. | Female        0 |\n",
      "1945. |   Male    55804 |\n",
      "      |-----------------|\n",
      "1946. | Female    22081 |\n",
      "1947. | Female        0 |\n",
      "1948. | Female        0 |\n",
      "1949. | Female     5103 |\n",
      "1950. | Female        0 |\n",
      "      |-----------------|\n",
      "1951. | Female     4869 |\n",
      "1952. |   Male        0 |\n",
      "1953. |   Male    42887 |\n",
      "1954. | Female     4087 |\n",
      "1955. | Female     4937 |\n",
      "      |-----------------|\n",
      "1956. |   Male    38509 |\n",
      "1957. | Female        0 |\n",
      "1958. |   Male    20860 |\n",
      "1959. | Female        0 |\n",
      "1960. | Female        0 |\n",
      "      |-----------------|\n",
      "1961. |   Male    17691 |\n",
      "1962. | Female     4565 |\n",
      "1963. | Female    29578 |\n",
      "1964. | Female    10508 |\n",
      "1965. | Female     1676 |\n",
      "      |-----------------|\n",
      "1966. |   Male    31298 |\n",
      "1967. | Female    26549 |\n",
      "1968. |   Male        0 |\n",
      "1969. | Female    14893 |\n",
      "1970. |   Male        . |\n",
      "      |-----------------|\n",
      "1971. |   Male    59042 |\n",
      "1972. |   Male        0 |\n",
      "1973. | Female        0 |\n",
      "1974. |   Male     3906 |\n",
      "1975. |   Male        0 |\n",
      "      |-----------------|\n",
      "1976. | Female    17951 |\n",
      "1977. |   Male    31262 |\n",
      "1978. | Female    42262 |\n",
      "1979. |   Male    33468 |\n",
      "1980. | Female        0 |\n",
      "      |-----------------|\n",
      "1981. | Female        . |\n",
      "1982. |   Male        . |\n",
      "1983. |   Male        . |\n",
      "1984. |   Male    50795 |\n",
      "1985. | Female    31610 |\n",
      "      |-----------------|\n",
      "1986. |   Male        0 |\n",
      "1987. | Female        0 |\n",
      "1988. |   Male    37915 |\n",
      "1989. | Female        0 |\n",
      "1990. | Female    25065 |\n",
      "      |-----------------|\n",
      "1991. | Female    25882 |\n",
      "1992. |   Male        0 |\n",
      "1993. |   Male     2136 |\n",
      "1994. |   Male    40003 |\n",
      "1995. |   Male    31112 |\n",
      "      |-----------------|\n",
      "1996. |   Male      170 |\n",
      "1997. |   Male     4308 |\n",
      "1998. | Female    10520 |\n",
      "1999. |   Male        0 |\n",
      "2000. | Female        . |\n",
      "      |-----------------|\n",
      "2001. | Female     4943 |\n",
      "2002. |   Male    37262 |\n",
      "2003. | Female    30689 |\n",
      "2004. |   Male    28924 |\n",
      "2005. |   Male    10429 |\n",
      "      |-----------------|\n",
      "2006. |   Male     7084 |\n",
      "2007. | Female    16567 |\n",
      "2008. |   Male    29956 |\n",
      "2009. | Female    21787 |\n",
      "2010. | Female     4156 |\n",
      "      |-----------------|\n",
      "2011. | Female    10880 |\n",
      "2012. | Female        0 |\n",
      "2013. |   Male    27185 |\n",
      "2014. | Female        0 |\n",
      "2015. |   Male        0 |\n",
      "      |-----------------|\n",
      "2016. | Female    34283 |\n",
      "2017. |   Male    34762 |\n",
      "2018. |   Male        0 |\n",
      "2019. |   Male    64581 |\n",
      "2020. | Female    32695 |\n",
      "      |-----------------|\n",
      "2021. | Female        0 |\n",
      "2022. |   Male        0 |\n",
      "2023. |   Male    72012 |\n",
      "2024. | Female        0 |\n",
      "2025. |   Male    32750 |\n",
      "      |-----------------|\n",
      "2026. | Female    25992 |\n",
      "2027. | Female        0 |\n",
      "2028. |   Male    46722 |\n",
      "2029. |   Male    15717 |\n",
      "2030. | Female    12597 |\n",
      "      |-----------------|\n",
      "2031. | Female        0 |\n",
      "2032. |   Male    70089 |\n",
      "2033. |   Male     8263 |\n",
      "2034. | Female    24463 |\n",
      "2035. |   Male   108119 |\n",
      "      |-----------------|\n",
      "2036. | Female     4721 |\n",
      "2037. | Female     4767 |\n",
      "2038. |   Male    44102 |\n",
      "2039. |   Male    23986 |\n",
      "2040. |   Male        0 |\n",
      "      |-----------------|\n",
      "2041. | Female        0 |\n",
      "2042. | Female     1820 |\n",
      "2043. |   Male    40746 |\n",
      "2044. | Female    15106 |\n",
      "2045. |   Male     8890 |\n",
      "      |-----------------|\n",
      "2046. | Female    46452 |\n",
      "2047. |   Male   332881 |\n",
      "2048. |   Male    11792 |\n",
      "2049. | Female    38411 |\n",
      "2050. |   Male    22662 |\n",
      "      |-----------------|\n",
      "2051. |   Male    44321 |\n",
      "2052. | Female    15434 |\n",
      "2053. |   Male    33086 |\n",
      "2054. |   Male        0 |\n",
      "2055. | Female    17944 |\n",
      "      |-----------------|\n",
      "2056. |   Male     1142 |\n",
      "2057. |   Male    43423 |\n",
      "2058. | Female    14284 |\n",
      "2059. |   Male        . |\n",
      "2060. | Female        0 |\n",
      "      |-----------------|\n",
      "2061. | Female        0 |\n",
      "2062. | Female        0 |\n",
      "2063. |   Male        . |\n",
      "2064. |   Male    76130 |\n",
      "2065. | Female    34204 |\n",
      "      |-----------------|\n",
      "2066. | Female        . |\n",
      "2067. | Female        0 |\n",
      "2068. | Female        0 |\n",
      "2069. |   Male        0 |\n",
      "2070. |   Male    26948 |\n",
      "      |-----------------|\n",
      "2071. |   Male    24658 |\n",
      "2072. | Female        . |\n",
      "2073. | Female    20342 |\n",
      "2074. |   Male     4057 |\n",
      "2075. |   Male     4218 |\n",
      "      |-----------------|\n",
      "2076. |   Male    26695 |\n",
      "2077. | Female        0 |\n",
      "2078. | Female     3624 |\n",
      "2079. |   Male     6783 |\n",
      "2080. | Female    19308 |\n",
      "      |-----------------|\n",
      "2081. |   Male        0 |\n",
      "2082. | Female    33056 |\n",
      "2083. |   Male    21667 |\n",
      "2084. | Female    23060 |\n",
      "2085. |   Male    38337 |\n",
      "      |-----------------|\n",
      "2086. |   Male        . |\n",
      "2087. |   Male     6689 |\n",
      "2088. | Female    13128 |\n",
      "2089. |   Male        0 |\n",
      "2090. |   Male    22462 |\n",
      "      |-----------------|\n",
      "2091. | Female    23204 |\n",
      "2092. | Female    11913 |\n",
      "2093. |   Male    28339 |\n",
      "2094. |   Male        0 |\n",
      "2095. | Female    23383 |\n",
      "      |-----------------|\n",
      "2096. |   Male    35189 |\n",
      "2097. | Female     3686 |\n",
      "2098. | Female    29689 |\n",
      "2099. |   Male        0 |\n",
      "2100. |   Male    36101 |\n",
      "      |-----------------|\n",
      "2101. | Female    41578 |\n",
      "2102. | Female        0 |\n",
      "2103. |   Male        . |\n",
      "2104. | Female   612757 |\n",
      "2105. |   Male        0 |\n",
      "      |-----------------|\n",
      "2106. | Female    22735 |\n",
      "2107. |   Male        0 |\n",
      "2108. | Female    17331 |\n",
      "2109. | Female    22592 |\n",
      "2110. |   Male    94848 |\n",
      "      |-----------------|\n",
      "2111. | Female        0 |\n",
      "2112. |   Male        0 |\n",
      "2113. | Female        0 |\n",
      "2114. |   Male    28823 |\n",
      "2115. |   Male        0 |\n",
      "      |-----------------|\n",
      "2116. | Female    44292 |\n",
      "2117. |   Male     8040 |\n",
      "2118. | Female    27609 |\n",
      "2119. |   Male    30318 |\n",
      "2120. | Female    15038 |\n",
      "      |-----------------|\n",
      "2121. | Female    11931 |\n",
      "2122. |   Male    24081 |\n",
      "2123. |   Male        . |\n",
      "2124. | Female    47995 |\n",
      "2125. | Female     1156 |\n",
      "      |-----------------|\n",
      "2126. |   Male        . |\n",
      "2127. |   Male    29887 |\n",
      "2128. |   Male    31931 |\n",
      "2129. | Female    15447 |\n",
      "2130. | Female     3565 |\n",
      "      |-----------------|\n",
      "2131. |   Male    48746 |\n",
      "2132. |   Male     2549 |\n",
      "2133. | Female     1181 |\n",
      "2134. | Female    29268 |\n",
      "2135. |   Male    34060 |\n",
      "      |-----------------|\n",
      "2136. | Female        0 |\n",
      "2137. |   Male    29229 |\n",
      "2138. | Female      329 |\n",
      "2139. | Female        0 |\n",
      "2140. |   Male        0 |\n",
      "      |-----------------|\n",
      "2141. | Female        0 |\n",
      "2142. |   Male    28524 |\n",
      "2143. |   Male      734 |\n",
      "2144. | Female    32338 |\n",
      "2145. | Female        . |\n",
      "      |-----------------|\n",
      "2146. |   Male    26793 |\n",
      "2147. | Female    18902 |\n",
      "2148. |   Male    18870 |\n",
      "2149. |   Male    38226 |\n",
      "2150. | Female    24963 |\n",
      "      |-----------------|\n",
      "2151. | Female    25185 |\n",
      "2152. |   Male        . |\n",
      "2153. | Female    30998 |\n",
      "2154. |   Male        0 |\n",
      "2155. | Female        . |\n",
      "      |-----------------|\n",
      "2156. | Female        . |\n",
      "2157. |   Male        0 |\n",
      "2158. |   Male    56910 |\n",
      "2159. | Female     7690 |\n",
      "2160. |   Male    12795 |\n",
      "      |-----------------|\n",
      "2161. |   Male    44222 |\n",
      "2162. |   Male        . |\n",
      "2163. | Female    32321 |\n",
      "2164. |   Male    26915 |\n",
      "2165. | Female    22713 |\n",
      "      |-----------------|\n",
      "2166. |   Male    46397 |\n",
      "2167. |   Male    25569 |\n",
      "2168. | Female    54573 |\n",
      "2169. | Female     6644 |\n",
      "2170. |   Male    42076 |\n",
      "      |-----------------|\n",
      "2171. | Female    48138 |\n",
      "2172. | Female        0 |\n",
      "2173. | Female    15915 |\n",
      "2174. |   Male        0 |\n",
      "2175. | Female    16146 |\n",
      "      |-----------------|\n",
      "2176. | Female        . |\n",
      "2177. |   Male        0 |\n",
      "2178. |   Male    28828 |\n",
      "2179. | Female     9309 |\n",
      "2180. |   Male        . |\n",
      "      |-----------------|\n",
      "2181. | Female        0 |\n",
      "2182. |   Male    61318 |\n",
      "2183. |   Male    12007 |\n",
      "2184. | Female    17279 |\n",
      "2185. | Female    10998 |\n",
      "      |-----------------|\n",
      "2186. |   Male    18002 |\n",
      "2187. | Female        . |\n",
      "2188. | Female        . |\n",
      "2189. |   Male        0 |\n",
      "2190. | Female     5972 |\n",
      "      |-----------------|\n",
      "2191. | Female    19412 |\n",
      "2192. | Female     2882 |\n",
      "2193. |   Male    38049 |\n",
      "2194. | Female      969 |\n",
      "2195. | Female    21536 |\n",
      "      |-----------------|\n",
      "2196. |   Male    52061 |\n",
      "2197. | Female        0 |\n",
      "2198. | Female    34795 |\n",
      "2199. |   Male    52850 |\n",
      "2200. |   Male    32456 |\n",
      "      |-----------------|\n",
      "2201. | Female    15380 |\n",
      "2202. |   Male    57919 |\n",
      "2203. | Female     4778 |\n",
      "2204. |   Male     5298 |\n",
      "2205. |   Male        0 |\n",
      "      |-----------------|\n",
      "2206. | Female    57253 |\n",
      "2207. |   Male    89957 |\n",
      "2208. |   Male        . |\n",
      "2209. | Female        0 |\n",
      "2210. | Female    16373 |\n",
      "      |-----------------|\n",
      "2211. |   Male        0 |\n",
      "2212. | Female        0 |\n",
      "2213. |   Male        . |\n",
      "2214. | Female    24233 |\n",
      "2215. |   Male    14256 |\n",
      "      |-----------------|\n",
      "2216. | Female     9435 |\n",
      "2217. |   Male        0 |\n",
      "2218. |   Male        0 |\n",
      "2219. | Female     3449 |\n",
      "2220. | Female    16461 |\n",
      "      |-----------------|\n",
      "2221. |   Male    23943 |\n",
      "2222. | Female    46383 |\n",
      "2223. |   Male        0 |\n",
      "2224. | Female        0 |\n",
      "2225. |   Male    55396 |\n",
      "      |-----------------|\n",
      "2226. |   Male    27193 |\n",
      "2227. | Female     7743 |\n",
      "2228. |   Male    59932 |\n",
      "2229. |   Male     2574 |\n",
      "2230. | Female    25694 |\n",
      "      |-----------------|\n",
      "2231. |   Male        0 |\n",
      "2232. |   Male        0 |\n",
      "2233. | Female        0 |\n",
      "2234. | Female    32607 |\n",
      "2235. |   Male        0 |\n",
      "      |-----------------|\n",
      "2236. | Female        0 |\n",
      "2237. |   Male        0 |\n",
      "2238. | Female        . |\n",
      "2239. | Female     2719 |\n",
      "2240. | Female    24157 |\n",
      "      |-----------------|\n",
      "2241. |   Male        0 |\n",
      "2242. | Female     6055 |\n",
      "2243. | Female    63575 |\n",
      "2244. |   Male     1719 |\n",
      "2245. |   Male    19223 |\n",
      "      |-----------------|\n",
      "2246. | Female     4631 |\n",
      "2247. | Female     4446 |\n",
      "2248. |   Male    23111 |\n",
      "2249. |   Male    14390 |\n",
      "2250. | Female    22570 |\n",
      "      |-----------------|\n",
      "2251. | Female    17869 |\n",
      "2252. |   Male    46895 |\n",
      "2253. | Female        . |\n",
      "2254. | Female     5466 |\n",
      "2255. | Female        . |\n",
      "      |-----------------|\n",
      "2256. | Female        0 |\n",
      "2257. |   Male        0 |\n",
      "2258. |   Male    20758 |\n",
      "2259. |   Male        . |\n",
      "2260. | Female    51920 |\n",
      "      |-----------------|\n",
      "2261. | Female    56115 |\n",
      "2262. |   Male    72017 |\n",
      "2263. | Female        0 |\n",
      "2264. | Female    11242 |\n",
      "2265. |   Male     5619 |\n",
      "      |-----------------|\n",
      "2266. | Female     9994 |\n",
      "2267. | Female    38670 |\n",
      "2268. |   Male    29935 |\n",
      "2269. | Female        0 |\n",
      "2270. |   Male        . |\n",
      "      |-----------------|\n",
      "2271. | Female        . |\n",
      "2272. |   Male        . |\n",
      "2273. | Female        0 |\n",
      "2274. | Female    11821 |\n",
      "2275. | Female    15272 |\n",
      "      |-----------------|\n",
      "2276. |   Male    45557 |\n",
      "2277. |   Male    68940 |\n",
      "2278. |   Male        . |\n",
      "2279. |   Male     2831 |\n",
      "2280. | Female    12351 |\n",
      "      |-----------------|\n",
      "2281. | Female    26194 |\n",
      "2282. | Female        0 |\n",
      "2283. | Female    31873 |\n",
      "2284. |   Male    56037 |\n",
      "2285. | Female        0 |\n",
      "      |-----------------|\n",
      "2286. |   Male        0 |\n",
      "2287. |   Male        . |\n",
      "2288. |   Male     8456 |\n",
      "2289. | Female        0 |\n",
      "2290. |   Male        . |\n",
      "      |-----------------|\n",
      "2291. | Female        0 |\n",
      "2292. |   Male        0 |\n",
      "2293. |   Male     4452 |\n",
      "2294. | Female     4816 |\n",
      "2295. |   Male     6166 |\n",
      "      |-----------------|\n",
      "2296. | Female        . |\n",
      "2297. | Female        0 |\n",
      "2298. |   Male     8487 |\n",
      "2299. | Female     2914 |\n",
      "2300. | Female        . |\n",
      "      |-----------------|\n",
      "2301. |   Male     6082 |\n",
      "2302. | Female        . |\n",
      "2303. |   Male        0 |\n",
      "2304. | Female    17251 |\n",
      "2305. |   Male     4269 |\n",
      "      |-----------------|\n",
      "2306. |   Male        0 |\n",
      "2307. | Female    26940 |\n",
      "2308. | Female    50182 |\n",
      "2309. |   Male    24097 |\n",
      "2310. |   Male        0 |\n",
      "      |-----------------|\n",
      "2311. | Female    24003 |\n",
      "2312. | Female    25423 |\n",
      "2313. | Female     2939 |\n",
      "2314. |   Male    33680 |\n",
      "2315. | Female    10534 |\n",
      "      |-----------------|\n",
      "2316. |   Male    46271 |\n",
      "2317. |   Male    24464 |\n",
      "2318. |   Male     4137 |\n",
      "2319. | Female    12207 |\n",
      "2320. | Female    30377 |\n",
      "      |-----------------|\n",
      "2321. |   Male    38388 |\n",
      "2322. | Female    27269 |\n",
      "2323. |   Male        . |\n",
      "2324. |   Male    12142 |\n",
      "2325. | Female     9026 |\n",
      "      |-----------------|\n",
      "2326. |   Male    30405 |\n",
      "2327. | Female    26458 |\n",
      "2328. | Female        . |\n",
      "2329. |   Male        . |\n",
      "2330. |   Male    20527 |\n",
      "      |-----------------|\n",
      "2331. | Female        0 |\n",
      "2332. |   Male        0 |\n",
      "2333. |   Male    90261 |\n",
      "2334. | Female    26966 |\n",
      "2335. |   Male        0 |\n",
      "      |-----------------|\n",
      "2336. | Female        0 |\n",
      "2337. |   Male    32379 |\n",
      "2338. | Female        0 |\n",
      "2339. | Female        0 |\n",
      "2340. |   Male    41957 |\n",
      "      |-----------------|\n",
      "2341. |   Male    37666 |\n",
      "2342. | Female        0 |\n",
      "2343. |   Male    47904 |\n",
      "2344. | Female        . |\n",
      "2345. | Female    28961 |\n",
      "      |-----------------|\n",
      "2346. |   Male    42197 |\n",
      "2347. |   Male        0 |\n",
      "2348. | Female        0 |\n",
      "2349. | Female    27615 |\n",
      "2350. |   Male    16813 |\n",
      "      |-----------------|\n",
      "2351. | Female    31863 |\n",
      "2352. |   Male      134 |\n",
      "2353. |   Male    38583 |\n",
      "2354. | Female    48473 |\n",
      "2355. | Female    13242 |\n",
      "      |-----------------|\n",
      "2356. | Female        . |\n",
      "2357. |   Male        0 |\n",
      "2358. | Female        0 |\n",
      "2359. |   Male     7201 |\n",
      "2360. | Female    35008 |\n",
      "      |-----------------|\n",
      "2361. | Female     9659 |\n",
      "2362. | Female        . |\n",
      "2363. |   Male   108973 |\n",
      "2364. | Female        0 |\n",
      "2365. |   Male        0 |\n",
      "      |-----------------|\n",
      "2366. | Female        . |\n",
      "2367. |   Male    42017 |\n",
      "2368. | Female    26412 |\n",
      "2369. |   Male        0 |\n",
      "2370. |   Male    39077 |\n",
      "      |-----------------|\n",
      "2371. | Female        0 |\n",
      "2372. | Female        0 |\n",
      "2373. | Female    30241 |\n",
      "2374. |   Male    26511 |\n",
      "2375. | Female    21758 |\n",
      "      |-----------------|\n",
      "2376. |   Male        0 |\n",
      "2377. | Female    14618 |\n",
      "2378. | Female        0 |\n",
      "2379. |   Male        . |\n",
      "2380. | Female    62655 |\n",
      "      |-----------------|\n",
      "2381. |   Male        0 |\n",
      "2382. |   Male        . |\n",
      "2383. | Female        0 |\n",
      "2384. |   Male    38544 |\n",
      "2385. | Female        . |\n",
      "      |-----------------|\n",
      "2386. | Female        0 |\n",
      "2387. |   Male    36357 |\n",
      "2388. | Female        . |\n",
      "2389. |   Male        0 |\n",
      "2390. | Female    48154 |\n",
      "      |-----------------|\n",
      "2391. |   Male    22302 |\n",
      "2392. | Female        . |\n",
      "2393. |   Male        0 |\n",
      "2394. | Female     6253 |\n",
      "2395. | Female        0 |\n",
      "      |-----------------|\n",
      "2396. | Female    22589 |\n",
      "2397. | Female    11039 |\n",
      "2398. | Female        0 |\n",
      "2399. |   Male    49831 |\n",
      "2400. | Female        0 |\n",
      "      |-----------------|\n",
      "2401. |   Male    31394 |\n",
      "2402. |   Male        0 |\n",
      "2403. |   Male        0 |\n",
      "2404. |   Male    65919 |\n",
      "2405. | Female        0 |\n",
      "      |-----------------|\n",
      "2406. |   Male    22799 |\n",
      "2407. |   Male    51753 |\n",
      "2408. | Female     8202 |\n",
      "2409. | Female        0 |\n",
      "2410. | Female        0 |\n",
      "      |-----------------|\n",
      "2411. | Female     3482 |\n",
      "2412. |   Male        0 |\n",
      "2413. | Female     7802 |\n",
      "2414. |   Male    40905 |\n",
      "2415. |   Male        0 |\n",
      "      |-----------------|\n",
      "2416. | Female        0 |\n",
      "2417. | Female        . |\n",
      "2418. |   Male        0 |\n",
      "2419. | Female     4132 |\n",
      "2420. |   Male        0 |\n",
      "      |-----------------|\n",
      "2421. |   Male    41443 |\n",
      "2422. | Female     8900 |\n",
      "2423. | Female        0 |\n",
      "2424. |   Male    49548 |\n",
      "2425. |   Male     5015 |\n",
      "      |-----------------|\n",
      "2426. |   Male        0 |\n",
      "2427. | Female     4964 |\n",
      "2428. | Female     4690 |\n",
      "2429. |   Male     2223 |\n",
      "2430. | Female        . |\n",
      "      |-----------------|\n",
      "2431. |   Male    35429 |\n",
      "2432. |   Male    59227 |\n",
      "2433. | Female    10499 |\n",
      "2434. |   Male    18638 |\n",
      "2435. | Female    28625 |\n",
      "      |-----------------|\n",
      "2436. | Female    16042 |\n",
      "2437. |   Male    17105 |\n",
      "2438. | Female     3473 |\n",
      "2439. | Female    24107 |\n",
      "2440. |   Male        0 |\n",
      "      |-----------------|\n",
      "2441. |   Male    80140 |\n",
      "2442. | Female     2384 |\n",
      "2443. |   Male        . |\n",
      "2444. |   Male        . |\n",
      "2445. | Female    14397 |\n",
      "      |-----------------|\n",
      "2446. |   Male    26838 |\n",
      "2447. |   Male        0 |\n",
      "2448. | Female     3896 |\n",
      "2449. | Female    18048 |\n",
      "2450. |   Male    12547 |\n",
      "      |-----------------|\n",
      "2451. |   Male     7355 |\n",
      "2452. | Female     4649 |\n",
      "2453. |   Male    59098 |\n",
      "2454. |   Male        0 |\n",
      "2455. | Female     4011 |\n",
      "      |-----------------|\n",
      "2456. |   Male    34310 |\n",
      "2457. | Female     1808 |\n",
      "2458. | Female     6155 |\n",
      "2459. | Female    30672 |\n",
      "2460. | Female    34740 |\n",
      "      |-----------------|\n",
      "2461. |   Male      309 |\n",
      "2462. |   Male    88998 |\n",
      "2463. |   Male    49317 |\n",
      "2464. | Female     8042 |\n",
      "2465. | Female    15079 |\n",
      "      |-----------------|\n",
      "2466. | Female    25261 |\n",
      "2467. |   Male     5154 |\n",
      "2468. |   Male    46972 |\n",
      "2469. | Female        0 |\n",
      "2470. |   Male        0 |\n",
      "      |-----------------|\n",
      "2471. | Female        0 |\n",
      "2472. | Female     2341 |\n",
      "2473. |   Male    34375 |\n",
      "2474. | Female        0 |\n",
      "2475. |   Male        . |\n",
      "      |-----------------|\n",
      "2476. | Female     2855 |\n",
      "2477. |   Male    46175 |\n",
      "2478. | Female    14221 |\n",
      "2479. |   Male    58957 |\n",
      "2480. |   Male    26467 |\n",
      "      |-----------------|\n",
      "2481. | Female     4646 |\n",
      "2482. |   Male     7184 |\n",
      "2483. |   Male    65457 |\n",
      "2484. | Female     9656 |\n",
      "2485. | Female    15284 |\n",
      "      |-----------------|\n",
      "2486. |   Male    30400 |\n",
      "2487. | Female    13977 |\n",
      "2488. |   Male        0 |\n",
      "2489. |   Male        0 |\n",
      "2490. | Female        . |\n",
      "      |-----------------|\n",
      "2491. | Female        0 |\n",
      "2492. |   Male        0 |\n",
      "2493. |   Male    24638 |\n",
      "2494. | Female    11539 |\n",
      "2495. |   Male    60138 |\n",
      "      |-----------------|\n",
      "2496. | Female    33794 |\n",
      "2497. | Female    52005 |\n",
      "2498. | Female     2621 |\n",
      "2499. | Female    30025 |\n",
      "2500. |   Male    59693 |\n",
      "      |-----------------|\n",
      "2501. |   Male        0 |\n",
      "2502. | Female        0 |\n",
      "2503. |   Male    35394 |\n",
      "2504. | Female     6633 |\n",
      "2505. |   Male    28948 |\n",
      "      |-----------------|\n",
      "2506. | Female    14455 |\n",
      "2507. | Female    23097 |\n",
      "2508. |   Male    36137 |\n",
      "2509. | Female        0 |\n",
      "2510. |   Male    31091 |\n",
      "      |-----------------|\n",
      "2511. | Female        . |\n",
      "2512. | Female        0 |\n",
      "2513. |   Male        0 |\n",
      "2514. |   Male        . |\n",
      "2515. | Female        0 |\n",
      "      |-----------------|\n",
      "2516. | Female        0 |\n",
      "2517. | Female    24984 |\n",
      "2518. |   Male     4675 |\n",
      "2519. | Female    17916 |\n",
      "2520. |   Male        . |\n",
      "      |-----------------|\n",
      "2521. | Female        . |\n",
      "2522. |   Male    31430 |\n",
      "2523. |   Male    31174 |\n",
      "2524. | Female    14071 |\n",
      "2525. | Female    21317 |\n",
      "      |-----------------|\n",
      "2526. |   Male    23839 |\n",
      "2527. |   Male    15163 |\n",
      "2528. | Female        0 |\n",
      "2529. |   Male     7805 |\n",
      "2530. | Female    11176 |\n",
      "      |-----------------|\n",
      "2531. |   Male    31300 |\n",
      "2532. |   Male    64624 |\n",
      "2533. | Female    70893 |\n",
      "2534. |   Male     4662 |\n",
      "2535. | Female    24135 |\n",
      "      |-----------------|\n",
      "2536. |   Male    19210 |\n",
      "2537. | Female    10192 |\n",
      "2538. | Female    20315 |\n",
      "2539. |   Male    23930 |\n",
      "2540. | Female    21289 |\n",
      "      |-----------------|\n",
      "2541. |   Male    41873 |\n",
      "2542. | Female    13142 |\n",
      "2543. |   Male        0 |\n",
      "2544. |   Male    15676 |\n",
      "2545. | Female    10127 |\n",
      "      |-----------------|\n",
      "2546. |   Male     4975 |\n",
      "2547. |   Male    35095 |\n",
      "2548. |   Male    42776 |\n",
      "2549. |   Male    47712 |\n",
      "2550. | Female    29889 |\n",
      "      |-----------------|\n",
      "2551. | Female     9680 |\n",
      "2552. | Female    11971 |\n",
      "2553. |   Male    38975 |\n",
      "2554. | Female     8886 |\n",
      "2555. | Female     6108 |\n",
      "      |-----------------|\n",
      "2556. |   Male    32562 |\n",
      "2557. |   Male    78766 |\n",
      "2558. |   Male   124010 |\n",
      "2559. | Female     1997 |\n",
      "2560. |   Male    22155 |\n",
      "      |-----------------|\n",
      "2561. |   Male        0 |\n",
      "2562. | Female        0 |\n",
      "2563. | Female        0 |\n",
      "2564. |   Male        0 |\n",
      "2565. |   Male     8330 |\n",
      "      |-----------------|\n",
      "2566. | Female     1244 |\n",
      "2567. |   Male     6128 |\n",
      "2568. | Female     1055 |\n",
      "2569. | Female    33089 |\n",
      "2570. |   Male        0 |\n",
      "      |-----------------|\n",
      "2571. | Female        0 |\n",
      "2572. |   Male    44638 |\n",
      "2573. | Female    33877 |\n",
      "2574. | Female     6173 |\n",
      "2575. | Female    18828 |\n",
      "      |-----------------|\n",
      "2576. |   Male        0 |\n",
      "2577. | Female    40432 |\n",
      "2578. |   Male     7705 |\n",
      "2579. |   Male    20811 |\n",
      "2580. |   Male    24486 |\n",
      "      |-----------------|\n",
      "2581. | Female    16339 |\n",
      "2582. | Female    29729 |\n",
      "2583. | Female        0 |\n",
      "2584. |   Male        0 |\n",
      "2585. |   Male        . |\n",
      "      |-----------------|\n",
      "2586. | Female        . |\n",
      "2587. | Female    38843 |\n",
      "2588. |   Male    39114 |\n",
      "2589. |   Male    67629 |\n",
      "2590. | Female    15542 |\n",
      "      |-----------------|\n",
      "2591. | Female      780 |\n",
      "2592. |   Male    72488 |\n",
      "2593. |   Male    76202 |\n",
      "2594. | Female    13317 |\n",
      "2595. |   Male    42017 |\n",
      "      |-----------------|\n",
      "2596. |   Male    22692 |\n",
      "2597. | Female        0 |\n",
      "2598. |   Male    41285 |\n",
      "2599. | Female        0 |\n",
      "2600. | Female        0 |\n",
      "      |-----------------|\n",
      "2601. | Female     3225 |\n",
      "2602. |   Male     1746 |\n",
      "2603. |   Male      900 |\n",
      "2604. |   Male    39545 |\n",
      "2605. | Female    12297 |\n",
      "      |-----------------|\n",
      "2606. | Female        . |\n",
      "2607. |   Male        0 |\n",
      "2608. | Female    17188 |\n",
      "2609. |   Male        0 |\n",
      "2610. | Female    19141 |\n",
      "      |-----------------|\n",
      "2611. |   Male     5148 |\n",
      "2612. | Female    13721 |\n",
      "2613. |   Male    41307 |\n",
      "2614. | Female     4009 |\n",
      "2615. |   Male        0 |\n",
      "      |-----------------|\n",
      "2616. | Female        0 |\n",
      "2617. |   Male    36319 |\n",
      "2618. |   Male    36395 |\n",
      "2619. | Female    29979 |\n",
      "2620. |   Male    33000 |\n",
      "      |-----------------|\n",
      "2621. | Female    27934 |\n",
      "2622. |   Male    13829 |\n",
      "2623. | Female    14267 |\n",
      "2624. | Female        0 |\n",
      "2625. |   Male    81589 |\n",
      "      |-----------------|\n",
      "2626. | Female      423 |\n",
      "2627. | Female        0 |\n",
      "2628. |   Male        0 |\n",
      "2629. | Female        . |\n",
      "2630. |   Male    24000 |\n",
      "      |-----------------|\n",
      "2631. |   Male    20732 |\n",
      "2632. |   Male     3247 |\n",
      "2633. | Female        0 |\n",
      "2634. |   Male        0 |\n",
      "2635. | Female    26100 |\n",
      "      |-----------------|\n",
      "2636. |   Male    27806 |\n",
      "2637. | Female        0 |\n",
      "2638. |   Male    37318 |\n",
      "2639. | Female        0 |\n",
      "2640. |   Male    62258 |\n",
      "      |-----------------|\n",
      "2641. | Female    21358 |\n",
      "2642. | Female        . |\n",
      "2643. | Female    50774 |\n",
      "2644. | Female    13545 |\n",
      "2645. |   Male        0 |\n",
      "      |-----------------|\n",
      "2646. |   Male    42957 |\n",
      "2647. |   Male    12026 |\n",
      "2648. |   Male        0 |\n",
      "2649. |   Male        0 |\n",
      "2650. | Female        0 |\n",
      "      |-----------------|\n",
      "2651. | Female    21177 |\n",
      "2652. |   Male        0 |\n",
      "2653. | Female    10829 |\n",
      "2654. |   Male        0 |\n",
      "2655. |   Male    17536 |\n",
      "      |-----------------|\n",
      "2656. |   Male        0 |\n",
      "2657. |   Male    40052 |\n",
      "2658. | Female     2176 |\n",
      "2659. |   Male        0 |\n",
      "2660. | Female        0 |\n",
      "      |-----------------|\n",
      "2661. | Female    24823 |\n",
      "2662. | Female        0 |\n",
      "2663. |   Male     3232 |\n",
      "2664. |   Male    34519 |\n",
      "2665. | Female        0 |\n",
      "      |-----------------|\n",
      "2666. | Female    12505 |\n",
      "2667. |   Male    28926 |\n",
      "2668. |   Male        0 |\n",
      "2669. |   Male     9104 |\n",
      "2670. | Female        . |\n",
      "      |-----------------|\n",
      "2671. | Female    43451 |\n",
      "2672. |   Male     1587 |\n",
      "2673. |   Male    21653 |\n",
      "2674. | Female        0 |\n",
      "2675. | Female        0 |\n",
      "      |-----------------|\n",
      "2676. | Female        0 |\n",
      "2677. |   Male        0 |\n",
      "2678. |   Male    14274 |\n",
      "2679. |   Male    31214 |\n",
      "2680. | Female        0 |\n",
      "      |-----------------|\n",
      "2681. |   Male        0 |\n",
      "2682. | Female        . |\n",
      "2683. | Female    19818 |\n",
      "2684. |   Male    20902 |\n",
      "2685. |   Male    46773 |\n",
      "      |-----------------|\n",
      "2686. | Female        . |\n",
      "2687. | Female    10631 |\n",
      "2688. | Female    70752 |\n",
      "2689. |   Male        0 |\n",
      "2690. | Female        0 |\n",
      "      |-----------------|\n",
      "2691. |   Male        0 |\n",
      "2692. | Female        0 |\n",
      "2693. |   Male        0 |\n",
      "2694. | Female    40838 |\n",
      "2695. |   Male        0 |\n",
      "      |-----------------|\n",
      "2696. | Female    29992 |\n",
      "2697. | Female        0 |\n",
      "2698. |   Male        . |\n",
      "2699. |   Male    33740 |\n",
      "2700. | Female    23204 |\n",
      "      |-----------------|\n",
      "2701. |   Male    22698 |\n",
      "2702. |   Male    36130 |\n",
      "2703. | Female     3611 |\n",
      "2704. | Female     2336 |\n",
      "2705. | Female     2323 |\n",
      "      |-----------------|\n",
      "2706. | Female    29468 |\n",
      "2707. |   Male    37605 |\n",
      "2708. |   Male        . |\n",
      "2709. |   Male    53298 |\n",
      "2710. |   Male    67477 |\n",
      "      |-----------------|\n",
      "2711. | Female    30419 |\n",
      "2712. | Female    17874 |\n",
      "2713. | Female    28735 |\n",
      "2714. | Female        . |\n",
      "2715. | Female      375 |\n",
      "      |-----------------|\n",
      "2716. |   Male        . |\n",
      "2717. | Female    15819 |\n",
      "2718. |   Male     7716 |\n",
      "2719. |   Male    11455 |\n",
      "2720. |   Male    78633 |\n",
      "      |-----------------|\n",
      "2721. |   Male        0 |\n",
      "2722. | Female     9478 |\n",
      "2723. | Female    22044 |\n",
      "2724. |   Male    36901 |\n",
      "2725. |   Male    50946 |\n",
      "      |-----------------|\n",
      "2726. |   Male    43769 |\n",
      "2727. | Female    14321 |\n",
      "2728. | Female    21180 |\n",
      "2729. | Female        0 |\n",
      "2730. |   Male   428572 |\n",
      "      |-----------------|\n",
      "2731. |   Male    36044 |\n",
      "2732. | Female    12073 |\n",
      "2733. | Female        0 |\n",
      "2734. |   Male        0 |\n",
      "2735. |   Male        0 |\n",
      "      |-----------------|\n",
      "2736. |   Male    84977 |\n",
      "2737. | Female    14789 |\n",
      "2738. |   Male    22495 |\n",
      "2739. |   Male     3519 |\n",
      "2740. | Female    26479 |\n",
      "      |-----------------|\n",
      "2741. | Female    11283 |\n",
      "2742. | Female    24328 |\n",
      "2743. |   Male    60898 |\n",
      "2744. |   Male    22902 |\n",
      "2745. |   Male   749421 |\n",
      "      |-----------------|\n",
      "2746. | Female     5593 |\n",
      "2747. |   Male   210764 |\n",
      "2748. |   Male        . |\n",
      "2749. | Female     4358 |\n",
      "2750. | Female    14600 |\n",
      "      |-----------------|\n",
      "2751. |   Male    21534 |\n",
      "2752. |   Male    21529 |\n",
      "2753. |   Male     4387 |\n",
      "2754. | Female    36136 |\n",
      "2755. | Female    49251 |\n",
      "      |-----------------|\n",
      "2756. | Female        0 |\n",
      "2757. |   Male     6174 |\n",
      "2758. | Female        0 |\n",
      "2759. |   Male        0 |\n",
      "2760. | Female        0 |\n",
      "      |-----------------|\n",
      "2761. |   Male    43015 |\n",
      "2762. |   Male        0 |\n",
      "2763. | Female    13772 |\n",
      "2764. |   Male     9508 |\n",
      "2765. | Female    25626 |\n",
      "      |-----------------|\n",
      "2766. |   Male     2800 |\n",
      "2767. |   Male     3553 |\n",
      "2768. | Female     3926 |\n",
      "2769. | Female    42480 |\n",
      "2770. |   Male    10383 |\n",
      "      |-----------------|\n",
      "2771. |   Male    48105 |\n",
      "2772. | Female    12070 |\n",
      "2773. | Female        0 |\n",
      "2774. |   Male        . |\n",
      "2775. | Female        0 |\n",
      "      |-----------------|\n",
      "2776. |   Male        . |\n",
      "2777. |   Male    19251 |\n",
      "2778. | Female      595 |\n",
      "2779. |   Male    13192 |\n",
      "2780. | Female        . |\n",
      "      |-----------------|\n",
      "2781. |   Male        . |\n",
      "2782. | Female        . |\n",
      "2783. | Female    19941 |\n",
      "2784. |   Male    34336 |\n",
      "2785. |   Male    68787 |\n",
      "      |-----------------|\n",
      "2786. | Female    46548 |\n",
      "2787. | Female        . |\n",
      "2788. |   Male    29024 |\n",
      "2789. | Female        0 |\n",
      "2790. |   Male    28693 |\n",
      "      |-----------------|\n",
      "2791. | Female     3918 |\n",
      "2792. | Female     5950 |\n",
      "2793. |   Male    10955 |\n",
      "2794. |   Male     9920 |\n",
      "2795. |   Male     5806 |\n",
      "      |-----------------|\n",
      "2796. | Female    31506 |\n",
      "2797. |   Male        0 |\n",
      "2798. |   Male     6515 |\n",
      "2799. | Female    20938 |\n",
      "2800. |   Male    46771 |\n",
      "      |-----------------|\n",
      "2801. |   Male    10678 |\n",
      "2802. | Female    10533 |\n",
      "2803. |   Male        0 |\n",
      "2804. | Female        . |\n",
      "2805. | Female    37311 |\n",
      "      |-----------------|\n",
      "2806. |   Male        0 |\n",
      "2807. | Female    17040 |\n",
      "2808. | Female        0 |\n",
      "2809. | Female        0 |\n",
      "2810. |   Male        0 |\n",
      "      |-----------------|\n",
      "2811. |   Male    41478 |\n",
      "2812. | Female    20299 |\n",
      "2813. |   Male    34603 |\n",
      "2814. | Female     4110 |\n",
      "2815. |   Male    45797 |\n",
      "      |-----------------|\n",
      "2816. | Female    23150 |\n",
      "2817. | Female    18753 |\n",
      "2818. |   Male        0 |\n",
      "2819. | Female    32977 |\n",
      "2820. | Female    51972 |\n",
      "      |-----------------|\n",
      "2821. |   Male    30357 |\n",
      "2822. | Female    14713 |\n",
      "2823. | Female        . |\n",
      "2824. |   Male        0 |\n",
      "2825. |   Male    18137 |\n",
      "      |-----------------|\n",
      "2826. | Female        0 |\n",
      "2827. |   Male    70827 |\n",
      "2828. | Female        . |\n",
      "2829. | Female        0 |\n",
      "2830. |   Male        0 |\n",
      "      |-----------------|\n",
      "2831. | Female    51245 |\n",
      "2832. |   Male    40777 |\n",
      "2833. | Female    17192 |\n",
      "2834. | Female        . |\n",
      "2835. | Female    14245 |\n",
      "      |-----------------|\n",
      "2836. |   Male    50086 |\n",
      "2837. | Female      690 |\n",
      "2838. |   Male    64323 |\n",
      "2839. | Female     3393 |\n",
      "2840. | Female    27895 |\n",
      "      |-----------------|\n",
      "2841. |   Male    45870 |\n",
      "2842. |   Male     3024 |\n",
      "2843. | Female    27118 |\n",
      "2844. |   Male        0 |\n",
      "2845. |   Male        0 |\n",
      "      |-----------------|\n",
      "2846. |   Male        0 |\n",
      "2847. | Female        0 |\n",
      "2848. |   Male        0 |\n",
      "2849. | Female        0 |\n",
      "2850. |   Male    14875 |\n",
      "      |-----------------|\n",
      "2851. | Female        0 |\n",
      "2852. | Female     9855 |\n",
      "2853. |   Male    26187 |\n",
      "2854. |   Male    68701 |\n",
      "2855. |   Male        0 |\n",
      "      |-----------------|\n",
      "2856. | Female     6947 |\n",
      "2857. | Female    33527 |\n",
      "2858. | Female    45073 |\n",
      "2859. | Female     4993 |\n",
      "2860. |   Male    37810 |\n",
      "      |-----------------|\n",
      "2861. |   Male     8237 |\n",
      "2862. | Female    29698 |\n",
      "2863. |   Male     1107 |\n",
      "2864. | Female      968 |\n",
      "2865. | Female        . |\n",
      "      |-----------------|\n",
      "2866. |   Male        0 |\n",
      "2867. | Female        0 |\n",
      "2868. |   Male    59842 |\n",
      "2869. | Female    36070 |\n",
      "2870. |   Male    48595 |\n",
      "      |-----------------|\n",
      "2871. |   Male        0 |\n",
      "2872. | Female    12724 |\n",
      "2873. |   Male        0 |\n",
      "2874. | Female        0 |\n",
      "2875. |   Male        0 |\n",
      "      |-----------------|\n",
      "2876. | Female        . |\n",
      "2877. | Female        0 |\n",
      "2878. |   Male        . |\n",
      "2879. | Female        0 |\n",
      "2880. |   Male     5696 |\n",
      "      |-----------------|\n",
      "2881. | Female        . |\n",
      "2882. | Female    19049 |\n",
      "2883. |   Male    10793 |\n",
      "2884. |   Male    56708 |\n",
      "2885. |   Male        0 |\n",
      "      |-----------------|\n",
      "2886. | Female        0 |\n",
      "2887. | Female        0 |\n",
      "2888. |   Male        0 |\n",
      "2889. | Female        . |\n",
      "2890. |   Male        0 |\n",
      "      |-----------------|\n",
      "2891. | Female     3485 |\n",
      "2892. |   Male        0 |\n",
      "2893. | Female    33676 |\n",
      "2894. |   Male    30709 |\n",
      "2895. |   Male        0 |\n",
      "      |-----------------|\n",
      "2896. | Female        0 |\n",
      "2897. | Female        . |\n",
      "2898. |   Male        0 |\n",
      "2899. |   Male    48201 |\n",
      "2900. | Female     4996 |\n",
      "      |-----------------|\n",
      "2901. |   Male    44789 |\n",
      "2902. | Female    32885 |\n",
      "2903. | Female        0 |\n",
      "2904. |   Male    11147 |\n",
      "2905. |   Male    28717 |\n",
      "      |-----------------|\n",
      "2906. | Female     4228 |\n",
      "2907. | Female    28545 |\n",
      "2908. | Female    35953 |\n",
      "2909. |   Male    44100 |\n",
      "2910. | Female        . |\n",
      "      |-----------------|\n",
      "2911. |   Male        0 |\n",
      "2912. | Female    11789 |\n",
      "2913. | Female    23063 |\n",
      "2914. |   Male    26624 |\n",
      "2915. | Female        0 |\n",
      "      |-----------------|\n",
      "2916. | Female        . |\n",
      "2917. | Female        0 |\n",
      "2918. | Female    20876 |\n",
      "2919. |   Male    24003 |\n",
      "2920. | Female    36301 |\n",
      "      |-----------------|\n",
      "2921. |   Male    22121 |\n",
      "2922. |   Male     6213 |\n",
      "2923. | Female        0 |\n",
      "2924. |   Male     1628 |\n",
      "2925. | Female    33203 |\n",
      "      |-----------------|\n",
      "2926. |   Male    36671 |\n",
      "2927. |   Male        0 |\n",
      "2928. |   Male    10439 |\n",
      "2929. | Female    19975 |\n",
      "2930. |   Male    34885 |\n",
      "      |-----------------|\n",
      "2931. | Female     4485 |\n",
      "2932. |   Male        0 |\n",
      "2933. | Female        . |\n",
      "2934. |   Male        . |\n",
      "2935. | Female    30213 |\n",
      "      |-----------------|\n",
      "2936. |   Male    15088 |\n",
      "2937. |   Male    32185 |\n",
      "2938. | Female     3094 |\n",
      "2939. | Female    23177 |\n",
      "2940. |   Male    99792 |\n",
      "      |-----------------|\n",
      "2941. | Female      850 |\n",
      "2942. |   Male        0 |\n",
      "2943. | Female        0 |\n",
      "2944. |   Male    25105 |\n",
      "2945. | Female        0 |\n",
      "      |-----------------|\n",
      "2946. |   Male        0 |\n",
      "2947. | Female        . |\n",
      "2948. | Female    11110 |\n",
      "2949. |   Male    19878 |\n",
      "2950. | Female     8469 |\n",
      "      |-----------------|\n",
      "2951. |   Male    34929 |\n",
      "2952. |   Male     3744 |\n",
      "2953. | Female     3535 |\n",
      "2954. |   Male    30727 |\n",
      "2955. | Female     1475 |\n",
      "      |-----------------|\n",
      "2956. |   Male        0 |\n",
      "2957. |   Male        0 |\n",
      "2958. |   Male    31694 |\n",
      "2959. | Female        . |\n",
      "2960. | Female    35951 |\n",
      "      |-----------------|\n",
      "2961. |   Male    52561 |\n",
      "2962. | Female        0 |\n",
      "2963. |   Male    53218 |\n",
      "2964. | Female    42819 |\n",
      "2965. | Female    22586 |\n",
      "      |-----------------|\n",
      "2966. |   Male    42016 |\n",
      "2967. | Female    18715 |\n",
      "2968. | Female    11992 |\n",
      "2969. | Female    16660 |\n",
      "2970. |   Male    49141 |\n",
      "      |-----------------|\n",
      "2971. | Female     1374 |\n",
      "2972. |   Male     4273 |\n",
      "2973. | Female    19341 |\n",
      "2974. |   Male        0 |\n",
      "2975. | Female    23456 |\n",
      "      |-----------------|\n",
      "2976. |   Male     2212 |\n",
      "2977. |   Male    26601 |\n",
      "2978. | Female    30015 |\n",
      "2979. | Female     1578 |\n",
      "2980. | Female        . |\n",
      "      |-----------------|\n",
      "2981. |   Male    45428 |\n",
      "2982. |   Male     9619 |\n",
      "2983. |   Male    98216 |\n",
      "2984. | Female    83152 |\n",
      "2985. | Female        0 |\n",
      "      |-----------------|\n",
      "2986. | Female        . |\n",
      "2987. |   Male        . |\n",
      "2988. |   Male    47128 |\n",
      "2989. | Female        . |\n",
      "2990. |   Male    35353 |\n",
      "      |-----------------|\n",
      "2991. | Female    13432 |\n",
      "2992. | Female      439 |\n",
      "2993. | Female     1924 |\n",
      "2994. | Female        0 |\n",
      "2995. |   Male    23558 |\n",
      "      |-----------------|\n",
      "2996. | Female    18602 |\n",
      "2997. | Female        0 |\n",
      "2998. |   Male        . |\n",
      "2999. | Female    28330 |\n",
      "3000. | Female        . |\n",
      "      |-----------------|\n",
      "3001. |   Male        0 |\n",
      "3002. |   Male    48060 |\n",
      "3003. | Female        . |\n",
      "3004. | Female        0 |\n",
      "3005. | Female        0 |\n",
      "      |-----------------|\n",
      "3006. | Female        0 |\n",
      "3007. |   Male        0 |\n",
      "3008. | Female        0 |\n",
      "3009. |   Male        0 |\n",
      "3010. | Female        0 |\n",
      "      |-----------------|\n",
      "3011. | Female        0 |\n",
      "3012. |   Male    37409 |\n",
      "3013. |   Male    38102 |\n",
      "3014. |   Male    37400 |\n",
      "3015. | Female    37684 |\n",
      "      |-----------------|\n",
      "3016. | Female        0 |\n",
      "3017. |   Male        0 |\n",
      "3018. |   Male    36332 |\n",
      "3019. | Female    10151 |\n",
      "3020. | Female    18885 |\n",
      "      |-----------------|\n",
      "3021. |   Male    93667 |\n",
      "3022. |   Male     3617 |\n",
      "3023. | Female     4873 |\n",
      "3024. |   Male   710920 |\n",
      "3025. | Female    20938 |\n",
      "      |-----------------|\n",
      "3026. |   Male     3559 |\n",
      "3027. |   Male    36930 |\n",
      "3028. | Female     4747 |\n",
      "3029. | Female        0 |\n",
      "3030. |   Male        0 |\n",
      "      |-----------------|\n",
      "3031. | Female     5068 |\n",
      "3032. |   Male    48175 |\n",
      "3033. |   Male    45530 |\n",
      "3034. | Female        0 |\n",
      "3035. |   Male        . |\n",
      "      |-----------------|\n",
      "3036. | Female    44029 |\n",
      "3037. |   Male    31090 |\n",
      "3038. |   Male        0 |\n",
      "3039. | Female        0 |\n",
      "3040. |   Male        0 |\n",
      "      |-----------------|\n",
      "3041. |   Male    30163 |\n",
      "3042. | Female        0 |\n",
      "3043. | Female    11284 |\n",
      "3044. |   Male        0 |\n",
      "3045. | Female        . |\n",
      "      |-----------------|\n",
      "3046. | Female    43597 |\n",
      "3047. |   Male    25370 |\n",
      "3048. |   Male        0 |\n",
      "3049. | Female        0 |\n",
      "3050. |   Male    31701 |\n",
      "      |-----------------|\n",
      "3051. | Female        . |\n",
      "3052. | Female    11292 |\n",
      "3053. | Female        . |\n",
      "3054. |   Male     4098 |\n",
      "3055. | Female        0 |\n",
      "      |-----------------|\n",
      "3056. |   Male    36014 |\n",
      "3057. |   Male     4609 |\n",
      "3058. | Female    43167 |\n",
      "3059. |   Male    37289 |\n",
      "3060. | Female    28206 |\n",
      "      |-----------------|\n",
      "3061. | Female     6154 |\n",
      "3062. |   Male    24086 |\n",
      "3063. | Female    11859 |\n",
      "3064. |   Male        . |\n",
      "3065. | Female    12295 |\n",
      "      |-----------------|\n",
      "3066. |   Male    36801 |\n",
      "3067. | Female        . |\n",
      "3068. | Female    18055 |\n",
      "3069. | Female        0 |\n",
      "3070. |   Male        0 |\n",
      "      |-----------------|\n",
      "3071. |   Male    45639 |\n",
      "3072. | Female    10066 |\n",
      "3073. |   Male    15980 |\n",
      "3074. | Female        0 |\n",
      "3075. | Female        . |\n",
      "      |-----------------|\n",
      "3076. | Female        . |\n",
      "3077. | Female    16821 |\n",
      "3078. |   Male    25997 |\n",
      "3079. |   Male    19960 |\n",
      "3080. | Female    20979 |\n",
      "      |-----------------|\n",
      "3081. | Female        0 |\n",
      "3082. |   Male    28164 |\n",
      "3083. | Female        . |\n",
      "3084. | Female        . |\n",
      "3085. | Female        0 |\n",
      "      |-----------------|\n",
      "3086. |   Male        0 |\n",
      "3087. |   Male    31286 |\n",
      "3088. | Female    41038 |\n",
      "3089. |   Male        0 |\n",
      "3090. |   Male     9696 |\n",
      "      |-----------------|\n",
      "3091. |   Male    38755 |\n",
      "3092. | Female    31819 |\n",
      "3093. |   Male        0 |\n",
      "3094. | Female    41822 |\n",
      "3095. | Female    13201 |\n",
      "      |-----------------|\n",
      "3096. | Female    24516 |\n",
      "3097. |   Male    54008 |\n",
      "3098. | Female        0 |\n",
      "3099. |   Male    48773 |\n",
      "3100. |   Male        0 |\n",
      "      |-----------------|\n",
      "3101. | Female    42137 |\n",
      "3102. | Female        . |\n",
      "3103. | Female    37217 |\n",
      "3104. |   Male    36725 |\n",
      "3105. |   Male    18000 |\n",
      "      |-----------------|\n",
      "3106. | Female        0 |\n",
      "3107. |   Male        . |\n",
      "3108. |   Male        . |\n",
      "3109. | Female        0 |\n",
      "3110. | Female    34381 |\n",
      "      |-----------------|\n",
      "3111. |   Male    46086 |\n",
      "3112. |   Male    71947 |\n",
      "3113. |   Male    10411 |\n",
      "3114. |   Male    55299 |\n",
      "3115. | Female    28834 |\n",
      "      |-----------------|\n",
      "3116. | Female        . |\n",
      "3117. |   Male    24015 |\n",
      "3118. | Female    22644 |\n",
      "3119. | Female    18589 |\n",
      "3120. |   Male    41958 |\n",
      "      |-----------------|\n",
      "3121. |   Male    72022 |\n",
      "3122. |   Male    30451 |\n",
      "3123. |   Male    21624 |\n",
      "3124. | Female        0 |\n",
      "3125. | Female        . |\n",
      "      |-----------------|\n",
      "3126. | Female    34121 |\n",
      "3127. |   Male    35354 |\n",
      "3128. | Female    14697 |\n",
      "3129. | Female        0 |\n",
      "3130. |   Male    37531 |\n",
      "      |-----------------|\n",
      "3131. | Female     6835 |\n",
      "3132. | Female    17556 |\n",
      "3133. |   Male    12079 |\n",
      "3134. | Female        0 |\n",
      "3135. | Female     1767 |\n",
      "      |-----------------|\n",
      "3136. | Female    27008 |\n",
      "3137. |   Male    11752 |\n",
      "3138. | Female     1637 |\n",
      "3139. | Female     7693 |\n",
      "3140. | Female     8184 |\n",
      "      |-----------------|\n",
      "3141. |   Male        . |\n",
      "3142. |   Male    26554 |\n",
      "3143. | Female     6736 |\n",
      "3144. | Female     4820 |\n",
      "3145. |   Male    30012 |\n",
      "      |-----------------|\n",
      "3146. |   Male    14382 |\n",
      "3147. | Female     4725 |\n",
      "3148. |   Male        0 |\n",
      "3149. | Female    18488 |\n",
      "3150. | Female        . |\n",
      "      |-----------------|\n",
      "3151. |   Male    25686 |\n",
      "3152. |   Male    36074 |\n",
      "3153. | Female    32054 |\n",
      "3154. |   Male        . |\n",
      "3155. | Female        0 |\n",
      "      |-----------------|\n",
      "3156. | Female    13882 |\n",
      "3157. |   Male        . |\n",
      "3158. | Female        0 |\n",
      "3159. |   Male    51487 |\n",
      "3160. | Female    42989 |\n",
      "      |-----------------|\n",
      "3161. |   Male    22782 |\n",
      "3162. | Female    27534 |\n",
      "3163. |   Male    19061 |\n",
      "3164. | Female    25253 |\n",
      "3165. |   Male     9513 |\n",
      "      |-----------------|\n",
      "3166. | Female        0 |\n",
      "3167. |   Male        . |\n",
      "3168. |   Male        . |\n",
      "3169. | Female    11911 |\n",
      "3170. |   Male    31086 |\n",
      "      |-----------------|\n",
      "3171. |   Male    15979 |\n",
      "3172. |   Male   100993 |\n",
      "3173. |   Male    35983 |\n",
      "3174. | Female     4276 |\n",
      "3175. |   Male        0 |\n",
      "      |-----------------|\n",
      "3176. |   Male     7250 |\n",
      "3177. | Female    14161 |\n",
      "3178. |   Male    62400 |\n",
      "3179. |   Male    23655 |\n",
      "3180. | Female    27430 |\n",
      "      |-----------------|\n",
      "3181. | Female        . |\n",
      "3182. |   Male        0 |\n",
      "3183. | Female        . |\n",
      "3184. | Female        0 |\n",
      "3185. |   Male    49675 |\n",
      "      |-----------------|\n",
      "3186. | Female      812 |\n",
      "3187. |   Male        0 |\n",
      "3188. |   Male     1210 |\n",
      "3189. | Female     1606 |\n",
      "3190. |   Male        0 |\n",
      "      |-----------------|\n",
      "3191. |   Male    10377 |\n",
      "3192. | Female     5486 |\n",
      "3193. | Female    16711 |\n",
      "3194. |   Male    18531 |\n",
      "3195. | Female    19774 |\n",
      "      |-----------------|\n",
      "3196. |   Male    21955 |\n",
      "3197. | Female    19001 |\n",
      "3198. | Female        0 |\n",
      "3199. |   Male   261233 |\n",
      "3200. |   Male     7296 |\n",
      "      |-----------------|\n",
      "3201. | Female     5055 |\n",
      "3202. |   Male        0 |\n",
      "3203. | Female        0 |\n",
      "3204. |   Male    35403 |\n",
      "3205. | Female    12987 |\n",
      "      |-----------------|\n",
      "3206. | Female        0 |\n",
      "3207. |   Male    16337 |\n",
      "3208. |   Male    37768 |\n",
      "3209. | Female     4612 |\n",
      "3210. | Female    16224 |\n",
      "      |-----------------|\n",
      "3211. |   Male    19418 |\n",
      "3212. | Female        . |\n",
      "3213. |   Male        0 |\n",
      "3214. | Female     5760 |\n",
      "3215. | Female    36015 |\n",
      "      |-----------------|\n",
      "3216. |   Male    62584 |\n",
      "3217. |   Male     6792 |\n",
      "3218. | Female     1892 |\n",
      "3219. |   Male     7302 |\n",
      "3220. |   Male     4542 |\n",
      "      |-----------------|\n",
      "3221. |   Male     2459 |\n",
      "3222. | Female        0 |\n",
      "3223. | Female        0 |\n",
      "3224. |   Male        0 |\n",
      "3225. | Female     2344 |\n",
      "      |-----------------|\n",
      "3226. |   Male        0 |\n",
      "3227. | Female        . |\n",
      "3228. |   Male    21707 |\n",
      "3229. |   Male        0 |\n",
      "3230. | Female     4823 |\n",
      "      |-----------------|\n",
      "3231. | Female    14484 |\n",
      "3232. | Female    19075 |\n",
      "3233. |   Male     8921 |\n",
      "3234. |   Male        . |\n",
      "3235. |   Male    41263 |\n",
      "      |-----------------|\n",
      "3236. | Female     7733 |\n",
      "3237. | Female        0 |\n",
      "3238. |   Male        0 |\n",
      "3239. | Female        . |\n",
      "3240. | Female      299 |\n",
      "      |-----------------|\n",
      "3241. | Female    33355 |\n",
      "3242. | Female        0 |\n",
      "3243. |   Male        0 |\n",
      "3244. | Female        0 |\n",
      "3245. |   Male        0 |\n",
      "      |-----------------|\n",
      "3246. | Female        0 |\n",
      "3247. |   Male        0 |\n",
      "3248. |   Male    44198 |\n",
      "3249. | Female     3491 |\n",
      "3250. | Female    43353 |\n",
      "      |-----------------|\n",
      "3251. |   Male        . |\n",
      "3252. |   Male    20954 |\n",
      "3253. | Female    13315 |\n",
      "3254. | Female     5491 |\n",
      "3255. | Female    26914 |\n",
      "      |-----------------|\n",
      "3256. |   Male     6846 |\n",
      "3257. | Female    18572 |\n",
      "3258. |   Male    35974 |\n",
      "3259. | Female    37838 |\n",
      "3260. | Female        0 |\n",
      "      |-----------------|\n",
      "3261. |   Male     1969 |\n",
      "3262. | Female    19958 |\n",
      "3263. |   Male    32610 |\n",
      "3264. | Female     2894 |\n",
      "3265. | Female    28638 |\n",
      "      |-----------------|\n",
      "3266. | Female    24368 |\n",
      "3267. | Female    21315 |\n",
      "3268. |   Male    12868 |\n",
      "3269. | Female        0 |\n",
      "3270. |   Male        0 |\n",
      "      |-----------------|\n",
      "3271. | Female    32928 |\n",
      "3272. |   Male    34635 |\n",
      "3273. | Female    13041 |\n",
      "3274. | Female    25216 |\n",
      "3275. | Female        0 |\n",
      "      |-----------------|\n",
      "3276. |   Male        . |\n",
      "3277. |   Male    15732 |\n",
      "3278. |   Male    73587 |\n",
      "3279. | Female    37643 |\n",
      "3280. | Female    13880 |\n",
      "      |-----------------|\n",
      "3281. |   Male    58210 |\n",
      "3282. | Female        0 |\n",
      "3283. |   Male    52310 |\n",
      "3284. | Female        0 |\n",
      "3285. |   Male        0 |\n",
      "      |-----------------|\n",
      "3286. |   Male     3795 |\n",
      "3287. |   Male        0 |\n",
      "3288. | Female        0 |\n",
      "3289. |   Male    24039 |\n",
      "3290. | Female     3961 |\n",
      "      |-----------------|\n",
      "3291. |   Male    30321 |\n",
      "3292. | Female    20086 |\n",
      "3293. |   Male     6675 |\n",
      "3294. |   Male        0 |\n",
      "3295. | Female        0 |\n",
      "      |-----------------|\n",
      "3296. |   Male    32403 |\n",
      "3297. | Female    28416 |\n",
      "3298. |   Male        0 |\n",
      "3299. | Female        0 |\n",
      "3300. | Female        0 |\n",
      "      |-----------------|\n",
      "3301. |   Male        0 |\n",
      "3302. | Female     6515 |\n",
      "3303. | Female        0 |\n",
      "3304. |   Male        . |\n",
      "3305. | Female        . |\n",
      "      |-----------------|\n",
      "3306. |   Male        . |\n",
      "3307. | Female    16601 |\n",
      "3308. | Female        . |\n",
      "3309. |   Male    51717 |\n",
      "3310. | Female    46639 |\n",
      "      |-----------------|\n",
      "3311. | Female        0 |\n",
      "3312. |   Male     4201 |\n",
      "3313. | Female        0 |\n",
      "3314. | Female    21577 |\n",
      "3315. |   Male    32003 |\n",
      "      |-----------------|\n",
      "3316. | Female        0 |\n",
      "3317. |   Male        . |\n",
      "3318. | Female     1307 |\n",
      "3319. |   Male        0 |\n",
      "3320. | Female        0 |\n",
      "      |-----------------|\n",
      "3321. |   Male        . |\n",
      "3322. | Female    30901 |\n",
      "3323. |   Male        0 |\n",
      "3324. |   Male    66286 |\n",
      "3325. | Female    36897 |\n",
      "      |-----------------|\n",
      "3326. | Female        0 |\n",
      "3327. | Female        . |\n",
      "3328. |   Male        0 |\n",
      "3329. | Female        0 |\n",
      "3330. |   Male        0 |\n",
      "      |-----------------|\n",
      "3331. |   Male        0 |\n",
      "3332. | Female        0 |\n",
      "3333. | Female    13250 |\n",
      "3334. |   Male    34124 |\n",
      "3335. | Female     8953 |\n",
      "      |-----------------|\n",
      "3336. |   Male     2404 |\n",
      "3337. |   Male    53841 |\n",
      "3338. | Female        . |\n",
      "3339. |   Male        . |\n",
      "3340. | Female        . |\n",
      "      |-----------------|\n",
      "3341. |   Male        . |\n",
      "3342. | Female        0 |\n",
      "3343. | Female        0 |\n",
      "3344. |   Male        0 |\n",
      "3345. | Female     2533 |\n",
      "      |-----------------|\n",
      "3346. |   Male    17940 |\n",
      "3347. |   Male    16283 |\n",
      "3348. | Female        0 |\n",
      "3349. |   Male    12252 |\n",
      "3350. | Female    12026 |\n",
      "      |-----------------|\n",
      "3351. |   Male    23599 |\n",
      "3352. | Female        . |\n",
      "3353. |   Male        0 |\n",
      "3354. |   Male        . |\n",
      "3355. |   Male    22696 |\n",
      "      |-----------------|\n",
      "3356. | Female        . |\n",
      "3357. | Female     1604 |\n",
      "3358. |   Male    31955 |\n",
      "3359. | Female    19172 |\n",
      "3360. |   Male        . |\n",
      "      |-----------------|\n",
      "3361. |   Male    27906 |\n",
      "3362. |   Male    20369 |\n",
      "3363. |   Male    27467 |\n",
      "3364. | Female     2411 |\n",
      "3365. |   Male    34240 |\n",
      "      |-----------------|\n",
      "3366. | Female        . |\n",
      "3367. | Female        . |\n",
      "3368. | Female      448 |\n",
      "3369. |   Male        0 |\n",
      "3370. | Female    51805 |\n",
      "      |-----------------|\n",
      "3371. | Female      428 |\n",
      "3372. | Female    28553 |\n",
      "3373. |   Male        . |\n",
      "3374. |   Male    35095 |\n",
      "3375. | Female    13275 |\n",
      "      |-----------------|\n",
      "3376. | Female        . |\n",
      "3377. |   Male    46483 |\n",
      "3378. |   Male        0 |\n",
      "3379. | Female        0 |\n",
      "3380. | Female        . |\n",
      "      |-----------------|\n",
      "3381. |   Male     1181 |\n",
      "3382. | Female        0 |\n",
      "3383. |   Male     2825 |\n",
      "3384. | Female        . |\n",
      "3385. |   Male    71373 |\n",
      "      |-----------------|\n",
      "3386. |   Male        0 |\n",
      "3387. | Female        0 |\n",
      "3388. | Female        . |\n",
      "3389. | Female     4660 |\n",
      "3390. |   Male    23576 |\n",
      "      |-----------------|\n",
      "3391. |   Male    31113 |\n",
      "3392. | Female        0 |\n",
      "3393. |   Male        . |\n",
      "3394. |   Male    45799 |\n",
      "3395. | Female     6193 |\n",
      "      |-----------------|\n",
      "3396. | Female    22849 |\n",
      "3397. |   Male        0 |\n",
      "3398. | Female        . |\n",
      "3399. |   Male    45297 |\n",
      "3400. | Female     6077 |\n",
      "      |-----------------|\n",
      "3401. |   Male    36895 |\n",
      "3402. | Female        . |\n",
      "3403. | Female    45889 |\n",
      "3404. | Female        0 |\n",
      "3405. |   Male        0 |\n",
      "      |-----------------|\n",
      "3406. | Female        0 |\n",
      "3407. |   Male    70586 |\n",
      "3408. | Female        . |\n",
      "3409. | Female        0 |\n",
      "3410. |   Male    65808 |\n",
      "      |-----------------|\n",
      "3411. |   Male        0 |\n",
      "3412. | Female        0 |\n",
      "3413. | Female    10750 |\n",
      "3414. |   Male    28377 |\n",
      "3415. |   Male    40176 |\n",
      "      |-----------------|\n",
      "3416. | Female        0 |\n",
      "3417. | Female     4180 |\n",
      "3418. |   Male    38585 |\n",
      "3419. | Female    70797 |\n",
      "3420. | Female    18026 |\n",
      "      |-----------------|\n",
      "3421. |   Male        0 |\n",
      "3422. |   Male    42825 |\n",
      "3423. | Female    36428 |\n",
      "3424. |   Male    29920 |\n",
      "3425. | Female        0 |\n",
      "      |-----------------|\n",
      "3426. | Female    11904 |\n",
      "3427. |   Male     9095 |\n",
      "3428. |   Male     2657 |\n",
      "3429. | Female    38364 |\n",
      "3430. |   Male   448626 |\n",
      "      |-----------------|\n",
      "3431. | Female        . |\n",
      "3432. | Female     4553 |\n",
      "3433. |   Male    51949 |\n",
      "3434. | Female        0 |\n",
      "3435. |   Male    22726 |\n",
      "      |-----------------|\n",
      "3436. |   Male    48017 |\n",
      "3437. |   Male    24764 |\n",
      "3438. | Female     4998 |\n",
      "3439. |   Male   109395 |\n",
      "3440. |   Male    52706 |\n",
      "      |-----------------|\n",
      "3441. | Female    39491 |\n",
      "3442. | Female    37056 |\n",
      "3443. | Female        . |\n",
      "3444. |   Male     2372 |\n",
      "3445. | Female    14280 |\n",
      "      |-----------------|\n",
      "3446. |   Male    44626 |\n",
      "3447. | Female    19085 |\n",
      "3448. |   Male    26800 |\n",
      "3449. |   Male        . |\n",
      "3450. |   Male    24032 |\n",
      "      |-----------------|\n",
      "3451. | Female     3033 |\n",
      "3452. | Female        0 |\n",
      "3453. | Female        . |\n",
      "3454. |   Male    34802 |\n",
      "3455. |   Male        . |\n",
      "      |-----------------|\n",
      "3456. |   Male        0 |\n",
      "3457. | Female     7890 |\n",
      "3458. | Female    36292 |\n",
      "3459. | Female        0 |\n",
      "3460. |   Male        0 |\n",
      "      |-----------------|\n",
      "3461. |   Male        . |\n",
      "3462. |   Male        0 |\n",
      "3463. | Female     6051 |\n",
      "3464. | Female      470 |\n",
      "3465. |   Male     9311 |\n",
      "      |-----------------|\n",
      "3466. | Female        0 |\n",
      "3467. |   Male        . |\n",
      "3468. | Female     4367 |\n",
      "3469. |   Male        0 |\n",
      "3470. |   Male    20863 |\n",
      "      |-----------------|\n",
      "3471. |   Male    11658 |\n",
      "3472. |   Male     5420 |\n",
      "3473. |   Male     1500 |\n",
      "3474. |   Male        0 |\n",
      "3475. | Female        0 |\n",
      "      |-----------------|\n",
      "3476. | Female        0 |\n",
      "3477. |   Male    83996 |\n",
      "3478. | Female        0 |\n",
      "3479. |   Male        0 |\n",
      "3480. |   Male    31886 |\n",
      "      |-----------------|\n",
      "3481. |   Male    13157 |\n",
      "3482. |   Male        0 |\n",
      "3483. | Female        0 |\n",
      "3484. |   Male        0 |\n",
      "3485. | Female        0 |\n",
      "      |-----------------|\n",
      "3486. |   Male     6327 |\n",
      "3487. |   Male        . |\n",
      "3488. | Female    17903 |\n",
      "3489. |   Male    40115 |\n",
      "3490. | Female    19860 |\n",
      "      |-----------------|\n",
      "3491. |   Male        . |\n",
      "3492. | Female        0 |\n",
      "3493. | Female        . |\n",
      "3494. | Female        . |\n",
      "3495. |   Male     1337 |\n",
      "      |-----------------|\n",
      "3496. |   Male    21656 |\n",
      "3497. | Female    17362 |\n",
      "3498. |   Male    18347 |\n",
      "3499. | Female        0 |\n",
      "3500. |   Male    42206 |\n",
      "      |-----------------|\n",
      "3501. | Female    18226 |\n",
      "3502. | Female        0 |\n",
      "3503. |   Male    36276 |\n",
      "3504. |   Male    10794 |\n",
      "3505. | Female        0 |\n",
      "      |-----------------|\n",
      "3506. |   Male    19653 |\n",
      "3507. |   Male        0 |\n",
      "3508. | Female        . |\n",
      "3509. |   Male    58885 |\n",
      "3510. |   Male    56397 |\n",
      "      |-----------------|\n",
      "3511. | Female    16539 |\n",
      "3512. |   Male        0 |\n",
      "3513. | Female        0 |\n",
      "3514. |   Male    53524 |\n",
      "3515. |   Male   223526 |\n",
      "      |-----------------|\n",
      "3516. | Female     8374 |\n",
      "3517. | Female        . |\n",
      "3518. | Female        . |\n",
      "3519. |   Male        . |\n",
      "3520. | Female        . |\n",
      "      |-----------------|\n",
      "3521. |   Male        . |\n",
      "3522. |   Male    23774 |\n",
      "3523. | Female        0 |\n",
      "3524. |   Male        0 |\n",
      "3525. |   Male     1046 |\n",
      "      |-----------------|\n",
      "3526. |   Male    21923 |\n",
      "3527. |   Male    20590 |\n",
      "3528. | Female        . |\n",
      "3529. |   Male    21508 |\n",
      "3530. |   Male    33659 |\n",
      "      |-----------------|\n",
      "3531. |   Male      215 |\n",
      "3532. |   Male    68282 |\n",
      "3533. |   Male        0 |\n",
      "3534. | Female        0 |\n",
      "3535. |   Male        0 |\n",
      "      |-----------------|\n",
      "3536. | Female        0 |\n",
      "3537. | Female        . |\n",
      "3538. |   Male    42821 |\n",
      "3539. | Female    18063 |\n",
      "3540. |   Male    49236 |\n",
      "      |-----------------|\n",
      "3541. | Female        0 |\n",
      "3542. | Female        0 |\n",
      "3543. |   Male        0 |\n",
      "3544. | Female        0 |\n",
      "3545. | Female        . |\n",
      "      |-----------------|\n",
      "3546. | Female     4873 |\n",
      "3547. |   Male    65459 |\n",
      "3548. | Female     2324 |\n",
      "3549. |   Male    27623 |\n",
      "3550. | Female    10326 |\n",
      "      |-----------------|\n",
      "3551. | Female        0 |\n",
      "3552. | Female        0 |\n",
      "3553. | Female        0 |\n",
      "3554. |   Male        . |\n",
      "3555. |   Male        0 |\n",
      "      |-----------------|\n",
      "3556. | Female        . |\n",
      "3557. | Female        0 |\n",
      "3558. |   Male    86483 |\n",
      "3559. | Female     9665 |\n",
      "3560. |   Male        0 |\n",
      "      |-----------------|\n",
      "3561. |   Male    49223 |\n",
      "3562. | Female    36780 |\n",
      "3563. |   Male        0 |\n",
      "3564. | Female     7199 |\n",
      "3565. | Female        . |\n",
      "      |-----------------|\n",
      "3566. |   Male    14331 |\n",
      "3567. | Female    60256 |\n",
      "3568. |   Male    37964 |\n",
      "3569. |   Male        0 |\n",
      "3570. | Female    16769 |\n",
      "      |-----------------|\n",
      "3571. |   Male    30329 |\n",
      "3572. | Female        0 |\n",
      "3573. | Female        . |\n",
      "3574. |   Male     5722 |\n",
      "3575. |   Male        0 |\n",
      "      |-----------------|\n",
      "3576. | Female        0 |\n",
      "3577. | Female    36870 |\n",
      "3578. | Female        0 |\n",
      "3579. |   Male        0 |\n",
      "3580. | Female    36293 |\n",
      "      |-----------------|\n",
      "3581. |   Male    48919 |\n",
      "3582. |   Male        . |\n",
      "3583. | Female        0 |\n",
      "3584. |   Male        . |\n",
      "3585. | Female        0 |\n",
      "      |-----------------|\n",
      "3586. |   Male        0 |\n",
      "3587. | Female    53987 |\n",
      "3588. |   Male    50831 |\n",
      "3589. | Female        0 |\n",
      "3590. |   Male        . |\n",
      "      |-----------------|\n",
      "3591. | Female    14220 |\n",
      "3592. |   Male    29032 |\n",
      "3593. |   Male    53915 |\n",
      "3594. | Female     2415 |\n",
      "3595. |   Male    30578 |\n",
      "      |-----------------|\n",
      "3596. | Female    31251 |\n",
      "3597. | Female    28937 |\n",
      "3598. | Female     4728 |\n",
      "3599. |   Male    58993 |\n",
      "3600. |   Male    30110 |\n",
      "      |-----------------|\n",
      "3601. | Female    15944 |\n",
      "3602. |   Male    28859 |\n",
      "3603. |   Male        0 |\n",
      "3604. | Female     3856 |\n",
      "3605. | Female        0 |\n",
      "      |-----------------|\n",
      "3606. |   Male        0 |\n",
      "3607. |   Male     2229 |\n",
      "3608. | Female     4763 |\n",
      "3609. | Female        . |\n",
      "3610. |   Male        0 |\n",
      "      |-----------------|\n",
      "3611. | Female        . |\n",
      "3612. | Female   424107 |\n",
      "3613. |   Male    60125 |\n",
      "3614. | Female        . |\n",
      "3615. |   Male        . |\n",
      "      |-----------------|\n",
      "3616. | Female        0 |\n",
      "3617. |   Male    18516 |\n",
      "3618. | Female     4792 |\n",
      "3619. |   Male        0 |\n",
      "3620. | Female    30448 |\n",
      "      |-----------------|\n",
      "3621. |   Male    51360 |\n",
      "3622. | Female    19647 |\n",
      "3623. | Female        0 |\n",
      "3624. | Female    19762 |\n",
      "3625. |   Male        0 |\n",
      "      |-----------------|\n",
      "3626. | Female    23493 |\n",
      "3627. |   Male    32846 |\n",
      "3628. |   Male        . |\n",
      "3629. | Female        . |\n",
      "3630. | Female    31440 |\n",
      "      |-----------------|\n",
      "3631. | Female     1086 |\n",
      "3632. | Female     4976 |\n",
      "3633. |   Male    22490 |\n",
      "3634. | Female    83920 |\n",
      "3635. |   Male    83997 |\n",
      "      |-----------------|\n",
      "3636. |   Male        0 |\n",
      "3637. |   Male    47274 |\n",
      "3638. | Female        0 |\n",
      "3639. | Female    11655 |\n",
      "3640. |   Male    39756 |\n",
      "      |-----------------|\n",
      "3641. | Female    24704 |\n",
      "3642. | Female        . |\n",
      "3643. | Female        0 |\n",
      "3644. | Female        . |\n",
      "3645. |   Male        0 |\n",
      "      |-----------------|\n",
      "3646. | Female        0 |\n",
      "3647. |   Male        0 |\n",
      "3648. |   Male    66032 |\n",
      "3649. | Female        0 |\n",
      "3650. | Female        0 |\n",
      "      |-----------------|\n",
      "3651. |   Male    39588 |\n",
      "3652. |   Male        0 |\n",
      "3653. | Female        0 |\n",
      "3654. |   Male     7817 |\n",
      "3655. | Female     7660 |\n",
      "      |-----------------|\n",
      "3656. | Female        0 |\n",
      "3657. |   Male    45601 |\n",
      "3658. | Female    29915 |\n",
      "3659. | Female        0 |\n",
      "3660. |   Male    50052 |\n",
      "      |-----------------|\n",
      "3661. |   Male        0 |\n",
      "3662. | Female        0 |\n",
      "3663. | Female     3824 |\n",
      "3664. |   Male    35875 |\n",
      "3665. |   Male        . |\n",
      "      |-----------------|\n",
      "3666. |   Male    80950 |\n",
      "3667. | Female        . |\n",
      "3668. |   Male        0 |\n",
      "3669. | Female     3799 |\n",
      "3670. | Female        . |\n",
      "      |-----------------|\n",
      "3671. | Female        0 |\n",
      "3672. | Female    84958 |\n",
      "3673. |   Male    53975 |\n",
      "3674. |   Male    63075 |\n",
      "3675. |   Male    26446 |\n",
      "      |-----------------|\n",
      "3676. |   Male    27240 |\n",
      "3677. | Female    38226 |\n",
      "3678. | Female        0 |\n",
      "3679. |   Male        0 |\n",
      "3680. | Female        0 |\n",
      "      |-----------------|\n",
      "3681. |   Male     6957 |\n",
      "3682. | Female    27664 |\n",
      "3683. | Female    23965 |\n",
      "3684. |   Male    63638 |\n",
      "3685. |   Male     1245 |\n",
      "      |-----------------|\n",
      "3686. | Female      307 |\n",
      "3687. | Female    14574 |\n",
      "3688. |   Male    14097 |\n",
      "3689. | Female        . |\n",
      "3690. | Female    29741 |\n",
      "      |-----------------|\n",
      "3691. |   Male    31630 |\n",
      "3692. | Female        0 |\n",
      "3693. |   Male        0 |\n",
      "3694. | Female    25077 |\n",
      "3695. | Female        0 |\n",
      "      |-----------------|\n",
      "3696. |   Male    12019 |\n",
      "3697. | Female        0 |\n",
      "3698. |   Male        . |\n",
      "3699. |   Male        0 |\n",
      "3700. | Female        0 |\n",
      "      |-----------------|\n",
      "3701. |   Male    18859 |\n",
      "3702. | Female        0 |\n",
      "3703. | Female     1949 |\n",
      "3704. |   Male    43663 |\n",
      "3705. |   Male    15330 |\n",
      "      |-----------------|\n",
      "3706. |   Male     5443 |\n",
      "3707. | Female     3441 |\n",
      "3708. | Female        . |\n",
      "3709. |   Male    34666 |\n",
      "3710. |   Male     2962 |\n",
      "      |-----------------|\n",
      "3711. | Female    30835 |\n",
      "3712. |   Male    10927 |\n",
      "3713. | Female    15036 |\n",
      "3714. | Female        0 |\n",
      "3715. |   Male        0 |\n",
      "      |-----------------|\n",
      "3716. |   Male    41242 |\n",
      "3717. | Female     2208 |\n",
      "3718. | Female     4698 |\n",
      "3719. |   Male    39883 |\n",
      "3720. | Female    52104 |\n",
      "      |-----------------|\n",
      "3721. | Female    11987 |\n",
      "3722. |   Male    30822 |\n",
      "3723. | Female    16770 |\n",
      "3724. | Female    27145 |\n",
      "3725. |   Male     2964 |\n",
      "      |-----------------|\n",
      "3726. | Female     2185 |\n",
      "3727. | Female        0 |\n",
      "3728. |   Male        0 |\n",
      "3729. | Female        0 |\n",
      "3730. |   Male    30433 |\n",
      "      |-----------------|\n",
      "3731. | Female        0 |\n",
      "3732. |   Male        0 |\n",
      "3733. | Female    36688 |\n",
      "3734. | Female     4850 |\n",
      "3735. | Female    69913 |\n",
      "      |-----------------|\n",
      "3736. |   Male    25932 |\n",
      "3737. | Female    14416 |\n",
      "3738. | Female        0 |\n",
      "3739. | Female      707 |\n",
      "3740. |   Male        . |\n",
      "      |-----------------|\n",
      "3741. |   Male     4790 |\n",
      "3742. |   Male        . |\n",
      "3743. | Female     3931 |\n",
      "3744. |   Male    46001 |\n",
      "3745. |   Male    42624 |\n",
      "      |-----------------|\n",
      "3746. |   Male      373 |\n",
      "3747. | Female    23232 |\n",
      "3748. |   Male    59295 |\n",
      "3749. | Female     4900 |\n",
      "3750. |   Male    28316 |\n",
      "      |-----------------|\n",
      "3751. | Female     1343 |\n",
      "3752. |   Male    45865 |\n",
      "3753. | Female    18291 |\n",
      "3754. |   Male    25994 |\n",
      "3755. | Female    26271 |\n",
      "      |-----------------|\n",
      "3756. | Female        0 |\n",
      "3757. | Female     8702 |\n",
      "3758. |   Male        0 |\n",
      "3759. |   Male        0 |\n",
      "3760. |   Male    10307 |\n",
      "      |-----------------|\n",
      "3761. | Female     8063 |\n",
      "3762. | Female    18110 |\n",
      "3763. |   Male        . |\n",
      "3764. |   Male        . |\n",
      "3765. | Female        . |\n",
      "      |-----------------|\n",
      "3766. | Female        0 |\n",
      "3767. |   Male        0 |\n",
      "3768. |   Male        0 |\n",
      "3769. | Female        0 |\n",
      "3770. | Female        0 |\n",
      "      |-----------------|\n",
      "3771. |   Male    48020 |\n",
      "3772. |   Male    12087 |\n",
      "3773. | Female        . |\n",
      "3774. |   Male        0 |\n",
      "3775. |   Male        . |\n",
      "      |-----------------|\n",
      "3776. | Female        . |\n",
      "3777. | Female    71760 |\n",
      "3778. |   Male    80229 |\n",
      "3779. | Female        0 |\n",
      "3780. |   Male    36409 |\n",
      "      |-----------------|\n",
      "3781. | Female     9386 |\n",
      "3782. |   Male        0 |\n",
      "3783. | Female        . |\n",
      "3784. |   Male      904 |\n",
      "3785. | Female    12712 |\n",
      "      |-----------------|\n",
      "3786. | Female    61810 |\n",
      "3787. |   Male        . |\n",
      "3788. | Female     4682 |\n",
      "3789. |   Male    40521 |\n",
      "3790. |   Male        0 |\n",
      "      |-----------------|\n",
      "3791. | Female        0 |\n",
      "3792. |   Male        . |\n",
      "3793. | Female        0 |\n",
      "3794. |   Male        0 |\n",
      "3795. | Female        . |\n",
      "      |-----------------|\n",
      "3796. | Female     2723 |\n",
      "3797. |   Male    34028 |\n",
      "3798. | Female    26346 |\n",
      "3799. | Female     4589 |\n",
      "3800. |   Male    25251 |\n",
      "      |-----------------|\n",
      "3801. |   Male    46637 |\n",
      "3802. | Female    15917 |\n",
      "3803. | Female    36216 |\n",
      "3804. | Female    31276 |\n",
      "3805. |   Male    26350 |\n",
      "      |-----------------|\n",
      "3806. | Female    10897 |\n",
      "3807. |   Male        0 |\n",
      "3808. | Female    19279 |\n",
      "3809. |   Male    42051 |\n",
      "3810. | Female    47899 |\n",
      "      |-----------------|\n",
      "3811. |   Male        0 |\n",
      "3812. | Female        0 |\n",
      "3813. | Female        0 |\n",
      "3814. | Female        0 |\n",
      "3815. |   Male        0 |\n",
      "      |-----------------|\n",
      "3816. | Female    13028 |\n",
      "3817. |   Male    21779 |\n",
      "3818. | Female        0 |\n",
      "3819. | Female    28548 |\n",
      "3820. |   Male    71928 |\n",
      "      |-----------------|\n",
      "3821. |   Male        . |\n",
      "3822. | Female        0 |\n",
      "3823. |   Male    11617 |\n",
      "3824. |   Male        0 |\n",
      "3825. | Female    40033 |\n",
      "      |-----------------|\n",
      "3826. | Female     4762 |\n",
      "3827. | Female        0 |\n",
      "3828. | Female    25854 |\n",
      "3829. |   Male        . |\n",
      "3830. | Female    24492 |\n",
      "      |-----------------|\n",
      "3831. |   Male        0 |\n",
      "3832. | Female    22390 |\n",
      "3833. | Female     6502 |\n",
      "3834. | Female        0 |\n",
      "3835. |   Male    25097 |\n",
      "      |-----------------|\n",
      "3836. |   Male        0 |\n",
      "3837. | Female        0 |\n",
      "3838. |   Male        . |\n",
      "3839. | Female    13166 |\n",
      "3840. | Female    17984 |\n",
      "      |-----------------|\n",
      "3841. | Female        . |\n",
      "3842. | Female     1832 |\n",
      "3843. | Female        0 |\n",
      "3844. |   Male        0 |\n",
      "3845. |   Male        0 |\n",
      "      |-----------------|\n",
      "3846. | Female      274 |\n",
      "3847. |   Male    14627 |\n",
      "3848. | Female     1473 |\n",
      "3849. |   Male      777 |\n",
      "3850. |   Male    22950 |\n",
      "      |-----------------|\n",
      "3851. | Female        . |\n",
      "3852. |   Male     6017 |\n",
      "3853. | Female        0 |\n",
      "3854. | Female     8232 |\n",
      "3855. | Female        0 |\n",
      "      |-----------------|\n",
      "3856. | Female        . |\n",
      "3857. |   Male        0 |\n",
      "3858. | Female    24522 |\n",
      "3859. | Female        0 |\n",
      "3860. | Female        0 |\n",
      "      |-----------------|\n",
      "3861. |   Male    54736 |\n",
      "3862. |   Male    33210 |\n",
      "3863. |   Male    44011 |\n",
      "3864. |   Male    45614 |\n",
      "3865. | Female        . |\n",
      "      |-----------------|\n",
      "3866. |   Male    20279 |\n",
      "3867. | Female    14389 |\n",
      "3868. | Female        0 |\n",
      "3869. |   Male     9701 |\n",
      "3870. | Female        0 |\n",
      "      |-----------------|\n",
      "3871. |   Male    60313 |\n",
      "3872. | Female        0 |\n",
      "3873. | Female    22611 |\n",
      "3874. |   Male     2996 |\n",
      "3875. |   Male    16330 |\n",
      "      |-----------------|\n",
      "3876. | Female    37764 |\n",
      "3877. | Female     3760 |\n",
      "3878. | Female    10266 |\n",
      "3879. |   Male     4801 |\n",
      "3880. |   Male    41575 |\n",
      "      |-----------------|\n",
      "3881. | Female        . |\n",
      "3882. |   Male        0 |\n",
      "3883. | Female    38399 |\n",
      "3884. |   Male    34997 |\n",
      "3885. | Female        0 |\n",
      "      |-----------------|\n",
      "3886. |   Male        . |\n",
      "3887. |   Male     4004 |\n",
      "3888. | Female        0 |\n",
      "3889. | Female    12103 |\n",
      "3890. | Female     1784 |\n",
      "      |-----------------|\n",
      "3891. |   Male    30173 |\n",
      "3892. |   Male    25042 |\n",
      "3893. | Female    30258 |\n",
      "3894. | Female        0 |\n",
      "3895. |   Male        0 |\n",
      "      |-----------------|\n",
      "3896. | Female    41923 |\n",
      "3897. | Female     4196 |\n",
      "3898. | Female    22421 |\n",
      "3899. | Female    20343 |\n",
      "3900. |   Male    11783 |\n",
      "      |-----------------|\n",
      "3901. |   Male    13815 |\n",
      "3902. | Female        . |\n",
      "3903. |   Male    96190 |\n",
      "3904. |   Male    46751 |\n",
      "3905. | Female    28844 |\n",
      "      |-----------------|\n",
      "3906. |   Male        0 |\n",
      "3907. | Female     8918 |\n",
      "3908. |   Male    32917 |\n",
      "3909. | Female    16855 |\n",
      "3910. | Female        0 |\n",
      "      |-----------------|\n",
      "3911. |   Male    55622 |\n",
      "3912. | Female        0 |\n",
      "3913. |   Male    71884 |\n",
      "3914. | Female        0 |\n",
      "3915. | Female     2773 |\n",
      "      |-----------------|\n",
      "3916. |   Male    15228 |\n",
      "3917. | Female    25323 |\n",
      "3918. |   Male    39148 |\n",
      "3919. |   Male    31767 |\n",
      "3920. |   Male    28260 |\n",
      "      |-----------------|\n",
      "3921. | Female        0 |\n",
      "3922. | Female    21547 |\n",
      "3923. |   Male        0 |\n",
      "3924. | Female        0 |\n",
      "3925. | Female     4549 |\n",
      "      |-----------------|\n",
      "3926. | Female    17154 |\n",
      "3927. |   Male     4758 |\n",
      "3928. |   Male    45397 |\n",
      "3929. | Female        . |\n",
      "3930. |   Male        0 |\n",
      "      |-----------------|\n",
      "3931. |   Male    11778 |\n",
      "3932. | Female     1996 |\n",
      "3933. | Female     1851 |\n",
      "3934. | Female    30485 |\n",
      "3935. |   Male    66312 |\n",
      "      |-----------------|\n",
      "3936. | Female    16936 |\n",
      "3937. | Female    26290 |\n",
      "3938. |   Male        0 |\n",
      "3939. | Female    25469 |\n",
      "3940. | Female        0 |\n",
      "      |-----------------|\n",
      "3941. |   Male        . |\n",
      "3942. | Female    44947 |\n",
      "3943. |   Male    32499 |\n",
      "3944. |   Male    46716 |\n",
      "3945. | Female    10493 |\n",
      "      |-----------------|\n",
      "3946. | Female    15644 |\n",
      "3947. |   Male    41082 |\n",
      "3948. |   Male    45738 |\n",
      "3949. |   Male     9963 |\n",
      "3950. | Female    17759 |\n",
      "      |-----------------|\n",
      "3951. | Female     1920 |\n",
      "3952. |   Male    21546 |\n",
      "3953. |   Male    28456 |\n",
      "3954. | Female    18316 |\n",
      "3955. | Female     3170 |\n",
      "      |-----------------|\n",
      "3956. |   Male     1409 |\n",
      "3957. | Female    21045 |\n",
      "3958. |   Male    69691 |\n",
      "3959. |   Male    33823 |\n",
      "3960. | Female    12976 |\n",
      "      |-----------------|\n",
      "3961. | Female     1011 |\n",
      "3962. |   Male    84755 |\n",
      "3963. | Female    15065 |\n",
      "3964. |   Male    35911 |\n",
      "3965. | Female    28509 |\n",
      "      |-----------------|\n",
      "3966. |   Male     8302 |\n",
      "3967. |   Male     9324 |\n",
      "3968. | Female    14002 |\n",
      "3969. | Female    10288 |\n",
      "3970. | Female     4815 |\n",
      "      |-----------------|\n",
      "3971. |   Male     4517 |\n",
      "3972. |   Male    11395 |\n",
      "3973. |   Male    32196 |\n",
      "3974. | Female     2008 |\n",
      "3975. | Female    27919 |\n",
      "      |-----------------|\n",
      "3976. | Female     9981 |\n",
      "3977. | Female     6033 |\n",
      "3978. |   Male        . |\n",
      "3979. | Female        0 |\n",
      "3980. |   Male        0 |\n",
      "      |-----------------|\n",
      "3981. | Female        0 |\n",
      "3982. | Female    37157 |\n",
      "3983. |   Male    27572 |\n",
      "3984. | Female     3803 |\n",
      "3985. |   Male    30303 |\n",
      "      |-----------------|\n",
      "3986. |   Male    22368 |\n",
      "3987. | Female        0 |\n",
      "3988. |   Male    19689 |\n",
      "3989. |   Male    20784 |\n",
      "3990. | Female        0 |\n",
      "      |-----------------|\n",
      "3991. | Female        0 |\n",
      "3992. | Female        0 |\n",
      "3993. | Female        0 |\n",
      "3994. |   Male   869446 |\n",
      "3995. |   Male       90 |\n",
      "      |-----------------|\n",
      "3996. | Female        . |\n",
      "3997. |   Male     9019 |\n",
      "3998. | Female        0 |\n",
      "3999. |   Male        0 |\n",
      "4000. | Female        0 |\n",
      "      |-----------------|\n",
      "4001. | Female        . |\n",
      "4002. |   Male     9694 |\n",
      "4003. | Female        0 |\n",
      "4004. |   Male        . |\n",
      "4005. | Female        . |\n",
      "      |-----------------|\n",
      "4006. | Female        . |\n",
      "4007. |   Male        0 |\n",
      "4008. |   Male    45633 |\n",
      "4009. |   Male   897756 |\n",
      "4010. | Female        0 |\n",
      "      |-----------------|\n",
      "4011. |   Male   104557 |\n",
      "4012. | Female        0 |\n",
      "4013. | Female    64557 |\n",
      "4014. |   Male     3491 |\n",
      "4015. | Female    29330 |\n",
      "      |-----------------|\n",
      "4016. |   Male    74741 |\n",
      "4017. | Female    27365 |\n",
      "4018. | Female        0 |\n",
      "4019. | Female    22119 |\n",
      "4020. | Female     1163 |\n",
      "      |-----------------|\n",
      "4021. | Female        0 |\n",
      "4022. |   Male    26428 |\n",
      "4023. | Female        0 |\n",
      "4024. | Female        0 |\n",
      "4025. |   Male        0 |\n",
      "      |-----------------|\n",
      "4026. | Female        0 |\n",
      "4027. |   Male        0 |\n",
      "4028. | Female    18660 |\n",
      "4029. |   Male    21406 |\n",
      "4030. |   Male    15822 |\n",
      "      |-----------------|\n",
      "4031. | Female     6198 |\n",
      "4032. | Female        0 |\n",
      "4033. | Female        0 |\n",
      "4034. |   Male    27972 |\n",
      "4035. | Female     4224 |\n",
      "      |-----------------|\n",
      "4036. | Female    14103 |\n",
      "4037. |   Male        0 |\n",
      "4038. | Female        0 |\n",
      "4039. |   Male    53962 |\n",
      "4040. |   Male   178179 |\n",
      "      |-----------------|\n",
      "4041. | Female    48420 |\n",
      "4042. |   Male     5897 |\n",
      "4043. |   Male        0 |\n",
      "4044. | Female     5634 |\n",
      "4045. |   Male     9572 |\n",
      "      |-----------------|\n",
      "4046. | Female        0 |\n",
      "4047. | Female    10379 |\n",
      "4048. | Female        . |\n",
      "4049. | Female    18598 |\n",
      "4050. | Female    23337 |\n",
      "      |-----------------|\n",
      "4051. |   Male    35361 |\n",
      "4052. | Female        0 |\n",
      "4053. |   Male        0 |\n",
      "4054. | Female    20298 |\n",
      "4055. |   Male     3981 |\n",
      "      |-----------------|\n",
      "4056. |   Male    30047 |\n",
      "4057. | Female        0 |\n",
      "4058. |   Male    41373 |\n",
      "4059. | Female    78665 |\n",
      "4060. | Female        0 |\n",
      "      |-----------------|\n",
      "4061. |   Male        0 |\n",
      "4062. |   Male    31603 |\n",
      "4063. | Female     1506 |\n",
      "4064. | Female    18387 |\n",
      "4065. |   Male     1846 |\n",
      "      |-----------------|\n",
      "4066. |   Male    77289 |\n",
      "4067. |   Male    19075 |\n",
      "4068. | Female    21656 |\n",
      "4069. | Female    24610 |\n",
      "4070. |   Male    19051 |\n",
      "      |-----------------|\n",
      "4071. | Female        0 |\n",
      "4072. | Female     1387 |\n",
      "4073. | Female        0 |\n",
      "4074. |   Male    37755 |\n",
      "4075. | Female    35185 |\n",
      "      |-----------------|\n",
      "4076. | Female        0 |\n",
      "4077. |   Male    40925 |\n",
      "4078. | Female    42594 |\n",
      "4079. | Female     4176 |\n",
      "4080. | Female        . |\n",
      "      |-----------------|\n",
      "4081. |   Male    18086 |\n",
      "4082. |   Male        0 |\n",
      "4083. | Female        0 |\n",
      "4084. | Female    18444 |\n",
      "4085. |   Male    31610 |\n",
      "      |-----------------|\n",
      "4086. |   Male        0 |\n",
      "4087. |   Male        0 |\n",
      "4088. |   Male    76764 |\n",
      "4089. | Female     1078 |\n",
      "4090. |   Male    74701 |\n",
      "      |-----------------|\n",
      "4091. |   Male     7451 |\n",
      "4092. | Female     3675 |\n",
      "4093. | Female    15800 |\n",
      "4094. |   Male    44276 |\n",
      "4095. | Female        . |\n",
      "      |-----------------|\n",
      "4096. |   Male        0 |\n",
      "4097. |   Male    89480 |\n",
      "4098. | Female        0 |\n",
      "4099. |   Male        0 |\n",
      "4100. | Female     6020 |\n",
      "      |-----------------|\n",
      "4101. |   Male        0 |\n",
      "4102. |   Male        0 |\n",
      "4103. |   Male   151761 |\n",
      "4104. | Female        . |\n",
      "4105. |   Male    55608 |\n",
      "      |-----------------|\n",
      "4106. | Female    41020 |\n",
      "4107. | Female    20052 |\n",
      "4108. |   Male    16865 |\n",
      "4109. |   Male    11969 |\n",
      "4110. | Female        . |\n",
      "      |-----------------|\n",
      "4111. |   Male        . |\n",
      "4112. | Female        0 |\n",
      "4113. |   Male    36596 |\n",
      "4114. | Female    48410 |\n",
      "4115. | Female    12303 |\n",
      "      |-----------------|\n",
      "4116. |   Male     7962 |\n",
      "4117. |   Male    26996 |\n",
      "4118. | Female        0 |\n",
      "4119. |   Male    24692 |\n",
      "4120. |   Male     6222 |\n",
      "      |-----------------|\n",
      "4121. | Female    93985 |\n",
      "4122. | Female        0 |\n",
      "4123. |   Male        . |\n",
      "4124. |   Male    20506 |\n",
      "4125. | Female        . |\n",
      "      |-----------------|\n",
      "4126. | Female        0 |\n",
      "4127. | Female        . |\n",
      "4128. | Female        0 |\n",
      "4129. |   Male        0 |\n",
      "4130. | Female        0 |\n",
      "      |-----------------|\n",
      "4131. | Female     2333 |\n",
      "4132. | Female    30197 |\n",
      "4133. | Female    33477 |\n",
      "4134. | Female     3862 |\n",
      "4135. |   Male    19015 |\n",
      "      |-----------------|\n",
      "4136. |   Male    45749 |\n",
      "4137. | Female        . |\n",
      "4138. | Female        0 |\n",
      "4139. |   Male    14185 |\n",
      "4140. |   Male    29275 |\n",
      "      |-----------------|\n",
      "4141. |   Male        . |\n",
      "4142. | Female    31196 |\n",
      "4143. | Female    40649 |\n",
      "4144. | Female    31335 |\n",
      "4145. |   Male        0 |\n",
      "      |-----------------|\n",
      "4146. | Female     3922 |\n",
      "4147. |   Male        0 |\n",
      "4148. |   Male    26401 |\n",
      "4149. | Female    16921 |\n",
      "4150. | Female    29283 |\n",
      "      |-----------------|\n",
      "4151. |   Male    43624 |\n",
      "4152. | Female    15490 |\n",
      "4153. |   Male    44934 |\n",
      "4154. |   Male        0 |\n",
      "4155. | Female    35780 |\n",
      "      |-----------------|\n",
      "4156. |   Male    32559 |\n",
      "4157. |   Male    29909 |\n",
      "4158. | Female     3412 |\n",
      "4159. |   Male    27447 |\n",
      "4160. | Female    26298 |\n",
      "      |-----------------|\n",
      "4161. |   Male    19962 |\n",
      "4162. |   Male        0 |\n",
      "4163. | Female        0 |\n",
      "4164. | Female    31866 |\n",
      "4165. |   Male    68164 |\n",
      "      |-----------------|\n",
      "4166. | Female    35082 |\n",
      "4167. | Female        . |\n",
      "4168. | Female        0 |\n",
      "4169. | Female    16182 |\n",
      "4170. | Female    42571 |\n",
      "      |-----------------|\n",
      "4171. | Female    31783 |\n",
      "4172. | Female        0 |\n",
      "4173. |   Male    54711 |\n",
      "4174. |   Male        . |\n",
      "4175. |   Male    49708 |\n",
      "      |-----------------|\n",
      "4176. |   Male     9722 |\n",
      "4177. | Female    22135 |\n",
      "4178. |   Male        . |\n",
      "4179. | Female        . |\n",
      "4180. |   Male        0 |\n",
      "      |-----------------|\n",
      "4181. | Female        0 |\n",
      "4182. | Female    22028 |\n",
      "4183. |   Male        . |\n",
      "4184. | Female        . |\n",
      "4185. |   Male        0 |\n",
      "      |-----------------|\n",
      "4186. | Female        0 |\n",
      "4187. |   Male        0 |\n",
      "4188. |   Male    16710 |\n",
      "4189. | Female     8091 |\n",
      "4190. |   Male    34349 |\n",
      "      |-----------------|\n",
      "4191. | Female     3922 |\n",
      "4192. | Female        0 |\n",
      "4193. | Female    41952 |\n",
      "4194. |   Male        0 |\n",
      "4195. | Female     6080 |\n",
      "      |-----------------|\n",
      "4196. |   Male    23617 |\n",
      "4197. | Female        0 |\n",
      "4198. | Female    24609 |\n",
      "4199. |   Male      844 |\n",
      "4200. | Female    17046 |\n",
      "      |-----------------|\n",
      "4201. |   Male   216118 |\n",
      "4202. |   Male        0 |\n",
      "4203. | Female        0 |\n",
      "4204. |   Male        0 |\n",
      "4205. | Female        . |\n",
      "      |-----------------|\n",
      "4206. |   Male        0 |\n",
      "4207. | Female        0 |\n",
      "4208. |   Male        0 |\n",
      "4209. |   Male        0 |\n",
      "4210. | Female    42512 |\n",
      "      |-----------------|\n",
      "4211. |   Male        0 |\n",
      "4212. |   Male        0 |\n",
      "4213. | Female        0 |\n",
      "4214. | Female    37137 |\n",
      "4215. | Female    14083 |\n",
      "      |-----------------|\n",
      "4216. |   Male    18361 |\n",
      "4217. |   Male        0 |\n",
      "4218. | Female        . |\n",
      "4219. | Female        0 |\n",
      "4220. | Female    13217 |\n",
      "      |-----------------|\n",
      "4221. |   Male    40126 |\n",
      "4222. | Female        0 |\n",
      "4223. |   Male    46879 |\n",
      "4224. |   Male    57815 |\n",
      "4225. | Female     4547 |\n",
      "      |-----------------|\n",
      "4226. |   Male     5465 |\n",
      "4227. | Female        . |\n",
      "4228. | Female     3410 |\n",
      "4229. |   Male    37602 |\n",
      "4230. | Female    20494 |\n",
      "      |-----------------|\n",
      "4231. | Female        . |\n",
      "4232. | Female      163 |\n",
      "4233. |   Male    62695 |\n",
      "4234. | Female    35816 |\n",
      "4235. |   Male    50286 |\n",
      "      |-----------------|\n",
      "4236. | Female    18425 |\n",
      "4237. |   Male        0 |\n",
      "4238. |   Male    49443 |\n",
      "4239. | Female        0 |\n",
      "4240. |   Male    31034 |\n",
      "      |-----------------|\n",
      "4241. | Female    39053 |\n",
      "4242. | Female        0 |\n",
      "4243. |   Male    42543 |\n",
      "4244. | Female     1606 |\n",
      "4245. | Female    24861 |\n",
      "      |-----------------|\n",
      "4246. |   Male    42014 |\n",
      "4247. | Female        0 |\n",
      "4248. | Female     1443 |\n",
      "4249. |   Male    40066 |\n",
      "4250. | Female    29101 |\n",
      "      |-----------------|\n",
      "4251. | Female        0 |\n",
      "4252. |   Male        0 |\n",
      "4253. | Female        . |\n",
      "4254. |   Male    17390 |\n",
      "4255. | Female        . |\n",
      "      |-----------------|\n",
      "4256. | Female        0 |\n",
      "4257. |   Male       46 |\n",
      "4258. | Female    24014 |\n",
      "4259. | Female    10794 |\n",
      "4260. | Female    40061 |\n",
      "      |-----------------|\n",
      "4261. |   Male    51906 |\n",
      "4262. | Female        0 |\n",
      "4263. | Female    19279 |\n",
      "4264. |   Male    48028 |\n",
      "4265. | Female        0 |\n",
      "      |-----------------|\n",
      "4266. |   Male    31156 |\n",
      "4267. |   Male    44236 |\n",
      "4268. |   Male    49356 |\n",
      "4269. | Female        0 |\n",
      "4270. |   Male    30160 |\n",
      "      |-----------------|\n",
      "4271. | Female     3674 |\n",
      "4272. | Female     9188 |\n",
      "4273. |   Male   106150 |\n",
      "4274. |   Male     2415 |\n",
      "4275. |   Male     1779 |\n",
      "      |-----------------|\n",
      "4276. | Female    19635 |\n",
      "4277. |   Male    20947 |\n",
      "4278. | Female    42728 |\n",
      "4279. | Female    42810 |\n",
      "4280. |   Male    32056 |\n",
      "      |-----------------|\n",
      "4281. |   Male    33153 |\n",
      "4282. |   Male        0 |\n",
      "4283. | Female    24825 |\n",
      "4284. | Female        0 |\n",
      "4285. |   Male        . |\n",
      "      |-----------------|\n",
      "4286. |   Male    11891 |\n",
      "4287. | Female        0 |\n",
      "4288. |   Male    34753 |\n",
      "4289. | Female    19670 |\n",
      "4290. | Female    10343 |\n",
      "      |-----------------|\n",
      "4291. |   Male        0 |\n",
      "4292. | Female        . |\n",
      "4293. | Female        0 |\n",
      "4294. |   Male    40320 |\n",
      "4295. |   Male        0 |\n",
      "      |-----------------|\n",
      "4296. |   Male    67330 |\n",
      "4297. | Female     3931 |\n",
      "4298. |   Male    45918 |\n",
      "4299. | Female     4977 |\n",
      "4300. |   Male    24947 |\n",
      "      |-----------------|\n",
      "4301. | Female    26901 |\n",
      "4302. | Female        0 |\n",
      "4303. |   Male    44313 |\n",
      "4304. |   Male        0 |\n",
      "4305. | Female     7164 |\n",
      "      |-----------------|\n",
      "4306. |   Male     1721 |\n",
      "4307. |   Male        . |\n",
      "4308. | Female        0 |\n",
      "4309. |   Male    60067 |\n",
      "4310. | Female    32147 |\n",
      "      |-----------------|\n",
      "4311. |   Male        . |\n",
      "4312. | Female        . |\n",
      "4313. |   Male    22584 |\n",
      "4314. |   Male        . |\n",
      "4315. | Female        0 |\n",
      "      |-----------------|\n",
      "4316. |   Male        0 |\n",
      "4317. | Female        0 |\n",
      "4318. | Female        . |\n",
      "4319. |   Male        . |\n",
      "4320. | Female     4944 |\n",
      "      |-----------------|\n",
      "4321. |   Male    64383 |\n",
      "4322. |   Male        0 |\n",
      "4323. | Female    22627 |\n",
      "4324. | Female    21971 |\n",
      "4325. |   Male    82925 |\n",
      "      |-----------------|\n",
      "4326. | Female        0 |\n",
      "4327. |   Male        . |\n",
      "4328. | Female        . |\n",
      "4329. | Female        0 |\n",
      "4330. |   Male    29837 |\n",
      "      |-----------------|\n",
      "4331. | Female    30171 |\n",
      "4332. | Female        0 |\n",
      "4333. |   Male        0 |\n",
      "4334. | Female     5691 |\n",
      "4335. |   Male     3276 |\n",
      "      |-----------------|\n",
      "4336. |   Male    32492 |\n",
      "4337. | Female     5989 |\n",
      "4338. | Female    28365 |\n",
      "4339. |   Male    34814 |\n",
      "4340. |   Male    26416 |\n",
      "      |-----------------|\n",
      "4341. | Female    16999 |\n",
      "4342. | Female        . |\n",
      "4343. | Female    16558 |\n",
      "4344. |   Male     4091 |\n",
      "4345. | Female        0 |\n",
      "      |-----------------|\n",
      "4346. |   Male    92559 |\n",
      "4347. | Female    31110 |\n",
      "4348. | Female    63089 |\n",
      "4349. |   Male    46922 |\n",
      "4350. | Female        0 |\n",
      "      |-----------------|\n",
      "4351. | Female    30037 |\n",
      "4352. |   Male    18477 |\n",
      "4353. | Female    68336 |\n",
      "4354. |   Male    15889 |\n",
      "4355. | Female    22511 |\n",
      "      |-----------------|\n",
      "4356. |   Male        0 |\n",
      "4357. | Female        0 |\n",
      "4358. |   Male        0 |\n",
      "4359. | Female        0 |\n",
      "4360. |   Male        0 |\n",
      "      |-----------------|\n",
      "4361. | Female        0 |\n",
      "4362. |   Male        0 |\n",
      "4363. | Female        . |\n",
      "4364. |   Male    69272 |\n",
      "4365. | Female     4289 |\n",
      "      |-----------------|\n",
      "4366. | Female    24551 |\n",
      "4367. |   Male    38315 |\n",
      "4368. |   Male        . |\n",
      "4369. |   Male        . |\n",
      "4370. | Female        . |\n",
      "      |-----------------|\n",
      "4371. |   Male    39073 |\n",
      "4372. |   Male    38859 |\n",
      "4373. |   Male        0 |\n",
      "4374. | Female    19308 |\n",
      "4375. | Female        0 |\n",
      "      |-----------------|\n",
      "4376. |   Male    29047 |\n",
      "4377. | Female      568 |\n",
      "4378. |   Male   107066 |\n",
      "4379. | Female     7697 |\n",
      "4380. | Female    25921 |\n",
      "      |-----------------|\n",
      "4381. |   Male     4363 |\n",
      "4382. |   Male        0 |\n",
      "4383. |   Male    23586 |\n",
      "4384. |   Male        0 |\n",
      "4385. | Female     8099 |\n",
      "      |-----------------|\n",
      "4386. | Female     7108 |\n",
      "4387. | Female        0 |\n",
      "4388. |   Male    42148 |\n",
      "4389. | Female    23045 |\n",
      "4390. |   Male    30933 |\n",
      "      |-----------------|\n",
      "4391. |   Male    31542 |\n",
      "4392. |   Male    20475 |\n",
      "4393. | Female     4866 |\n",
      "4394. |   Male        0 |\n",
      "4395. |   Male    42204 |\n",
      "      |-----------------|\n",
      "4396. | Female    12304 |\n",
      "4397. | Female        0 |\n",
      "4398. | Female        0 |\n",
      "4399. |   Male        0 |\n",
      "4400. | Female        0 |\n",
      "      |-----------------|\n",
      "4401. |   Male    18140 |\n",
      "4402. | Female    16951 |\n",
      "4403. | Female    16777 |\n",
      "4404. |   Male        0 |\n",
      "4405. | Female     4832 |\n",
      "      |-----------------|\n",
      "4406. |   Male     4057 |\n",
      "4407. | Female    21952 |\n",
      "4408. |   Male    28078 |\n",
      "4409. |   Male    10831 |\n",
      "4410. | Female    60049 |\n",
      "      |-----------------|\n",
      "4411. | Female     9042 |\n",
      "4412. | Female    24880 |\n",
      "4413. |   Male    61792 |\n",
      "4414. |   Male    37820 |\n",
      "4415. |   Male    32495 |\n",
      "      |-----------------|\n",
      "4416. | Female    11972 |\n",
      "4417. | Female      386 |\n",
      "4418. | Female        . |\n",
      "4419. |   Male        . |\n",
      "4420. |   Male    40769 |\n",
      "      |-----------------|\n",
      "4421. |   Male        0 |\n",
      "4422. |   Male    66009 |\n",
      "4423. | Female        0 |\n",
      "4424. |   Male        . |\n",
      "4425. |   Male    13268 |\n",
      "      |-----------------|\n",
      "4426. | Female     4822 |\n",
      "4427. |   Male        0 |\n",
      "4428. | Female        0 |\n",
      "4429. | Female        0 |\n",
      "4430. | Female    12982 |\n",
      "      |-----------------|\n",
      "4431. |   Male      405 |\n",
      "4432. | Female    25322 |\n",
      "4433. | Female    31236 |\n",
      "4434. |   Male    39261 |\n",
      "4435. | Female    10937 |\n",
      "      |-----------------|\n",
      "4436. |   Male    50169 |\n",
      "4437. |   Male        . |\n",
      "4438. |   Male     8396 |\n",
      "4439. |   Male        0 |\n",
      "4440. | Female        0 |\n",
      "      |-----------------|\n",
      "4441. |   Male    67170 |\n",
      "4442. | Female        0 |\n",
      "4443. |   Male        0 |\n",
      "4444. |   Male        0 |\n",
      "4445. | Female     3549 |\n",
      "      |-----------------|\n",
      "4446. |   Male    94711 |\n",
      "4447. | Female        0 |\n",
      "4448. |   Male        0 |\n",
      "4449. |   Male    28866 |\n",
      "4450. |   Male     5965 |\n",
      "      |-----------------|\n",
      "4451. | Female     8880 |\n",
      "4452. | Female        0 |\n",
      "4453. |   Male        0 |\n",
      "4454. | Female        0 |\n",
      "4455. |   Male        0 |\n",
      "      |-----------------|\n",
      "4456. |   Male        . |\n",
      "4457. | Female        . |\n",
      "4458. | Female    12935 |\n",
      "4459. |   Male        0 |\n",
      "4460. |   Male    28860 |\n",
      "      |-----------------|\n",
      "4461. | Female     2239 |\n",
      "4462. |   Male    44742 |\n",
      "4463. |   Male        . |\n",
      "4464. | Female    14726 |\n",
      "4465. |   Male        . |\n",
      "      |-----------------|\n",
      "4466. | Female        0 |\n",
      "4467. |   Male      553 |\n",
      "4468. | Female    36307 |\n",
      "4469. |   Male        . |\n",
      "4470. |   Male        . |\n",
      "      |-----------------|\n",
      "4471. | Female    11634 |\n",
      "4472. |   Male    46523 |\n",
      "4473. |   Male    45877 |\n",
      "4474. | Female    10286 |\n",
      "4475. |   Male        0 |\n",
      "      |-----------------|\n",
      "4476. | Female        0 |\n",
      "4477. |   Male    41096 |\n",
      "4478. | Female        . |\n",
      "4479. |   Male    28517 |\n",
      "4480. | Female    18785 |\n",
      "      |-----------------|\n",
      "4481. | Female        . |\n",
      "4482. |   Male        0 |\n",
      "4483. |   Male        0 |\n",
      "4484. | Female        0 |\n",
      "4485. |   Male        . |\n",
      "      |-----------------|\n",
      "4486. | Female     8293 |\n",
      "4487. |   Male        . |\n",
      "4488. |   Male    25071 |\n",
      "4489. | Female        . |\n",
      "4490. |   Male    84018 |\n",
      "      |-----------------|\n",
      "4491. |   Male    14476 |\n",
      "4492. | Female    12670 |\n",
      "4493. | Female    13093 |\n",
      "4494. |   Male        . |\n",
      "4495. | Female     1405 |\n",
      "      |-----------------|\n",
      "4496. |   Male        0 |\n",
      "4497. | Female     2264 |\n",
      "4498. | Female        . |\n",
      "4499. |   Male        . |\n",
      "4500. |   Male        0 |\n",
      "      |-----------------|\n",
      "4501. | Female        0 |\n",
      "4502. |   Male        0 |\n",
      "4503. | Female    49389 |\n",
      "4504. |   Male    49052 |\n",
      "4505. | Female     5938 |\n",
      "      |-----------------|\n",
      "4506. | Female        0 |\n",
      "4507. |   Male        0 |\n",
      "4508. | Female     1851 |\n",
      "4509. |   Male        0 |\n",
      "4510. |   Male    36029 |\n",
      "      |-----------------|\n",
      "4511. | Female        0 |\n",
      "4512. | Female    32817 |\n",
      "4513. |   Male    49948 |\n",
      "4514. | Female    13252 |\n",
      "4515. |   Male     8080 |\n",
      "      |-----------------|\n",
      "4516. | Female     3866 |\n",
      "4517. | Female    29558 |\n",
      "4518. |   Male    40265 |\n",
      "4519. | Female    15615 |\n",
      "4520. | Female    22813 |\n",
      "      |-----------------|\n",
      "4521. |   Male    29628 |\n",
      "4522. |   Male    64538 |\n",
      "4523. |   Male        0 |\n",
      "4524. |   Male        . |\n",
      "4525. | Female        . |\n",
      "      |-----------------|\n",
      "4526. |   Male        0 |\n",
      "4527. |   Male    27590 |\n",
      "4528. | Female        0 |\n",
      "4529. |   Male    44071 |\n",
      "4530. | Female    46555 |\n",
      "      |-----------------|\n",
      "4531. | Female    21498 |\n",
      "4532. |   Male    90244 |\n",
      "4533. |   Male        0 |\n",
      "4534. |   Male    63251 |\n",
      "4535. | Female     8448 |\n",
      "      |-----------------|\n",
      "4536. | Female        0 |\n",
      "4537. |   Male        0 |\n",
      "4538. |   Male    47571 |\n",
      "4539. |   Male        0 |\n",
      "4540. |   Male     9843 |\n",
      "      |-----------------|\n",
      "4541. | Female    18783 |\n",
      "4542. |   Male     4147 |\n",
      "4543. | Female    25519 |\n",
      "4544. |   Male    34640 |\n",
      "4545. | Female        . |\n",
      "      |-----------------|\n",
      "4546. |   Male        0 |\n",
      "4547. |   Male        0 |\n",
      "4548. | Female        . |\n",
      "4549. | Female    29884 |\n",
      "4550. | Female        . |\n",
      "      |-----------------|\n",
      "4551. | Female        0 |\n",
      "4552. | Female        0 |\n",
      "4553. |   Male    38465 |\n",
      "4554. | Female        0 |\n",
      "4555. | Female        0 |\n",
      "      |-----------------|\n",
      "4556. | Female     4392 |\n",
      "4557. | Female        0 |\n",
      "4558. |   Male        . |\n",
      "4559. |   Male        0 |\n",
      "4560. | Female    19975 |\n",
      "      |-----------------|\n",
      "4561. | Female    14225 |\n",
      "4562. |   Male    17948 |\n",
      "4563. | Female        . |\n",
      "4564. | Female    33545 |\n",
      "4565. |   Male    12717 |\n",
      "      |-----------------|\n",
      "4566. |   Male        0 |\n",
      "4567. | Female        . |\n",
      "4568. |   Male    20479 |\n",
      "4569. | Female    15177 |\n",
      "4570. | Female        0 |\n",
      "      |-----------------|\n",
      "4571. |   Male    52607 |\n",
      "4572. | Female    16323 |\n",
      "4573. | Female        . |\n",
      "4574. |   Male    18522 |\n",
      "4575. | Female        . |\n",
      "      |-----------------|\n",
      "4576. |   Male        0 |\n",
      "4577. | Female        . |\n",
      "4578. | Female    24478 |\n",
      "4579. | Female        0 |\n",
      "4580. | Female    28820 |\n",
      "      |-----------------|\n",
      "4581. |   Male        0 |\n",
      "4582. | Female     7805 |\n",
      "4583. |   Male     3531 |\n",
      "4584. | Female        0 |\n",
      "4585. |   Male    34430 |\n",
      "      |-----------------|\n",
      "4586. | Female    42107 |\n",
      "4587. |   Male    44444 |\n",
      "4588. |   Male    25882 |\n",
      "4589. | Female    17548 |\n",
      "4590. | Female        . |\n",
      "      |-----------------|\n",
      "4591. |   Male        0 |\n",
      "4592. | Female        . |\n",
      "4593. |   Male    77943 |\n",
      "4594. |   Male        . |\n",
      "4595. | Female        0 |\n",
      "      |-----------------|\n",
      "4596. |   Male    13240 |\n",
      "4597. | Female    23902 |\n",
      "4598. | Female        0 |\n",
      "4599. |   Male        . |\n",
      "4600. | Female    33660 |\n",
      "      |-----------------|\n",
      "4601. | Female     5365 |\n",
      "4602. |   Male    46776 |\n",
      "4603. |   Male    84750 |\n",
      "4604. | Female    33747 |\n",
      "4605. | Female     7233 |\n",
      "      |-----------------|\n",
      "4606. | Female        0 |\n",
      "4607. |   Male        0 |\n",
      "4608. |   Male   365076 |\n",
      "4609. |   Male    52035 |\n",
      "4610. | Female        0 |\n",
      "      |-----------------|\n",
      "4611. |   Male        0 |\n",
      "4612. | Female        0 |\n",
      "4613. |   Male        0 |\n",
      "4614. | Female        . |\n",
      "4615. | Female        0 |\n",
      "      |-----------------|\n",
      "4616. |   Male        . |\n",
      "4617. | Female        0 |\n",
      "4618. |   Male    15014 |\n",
      "4619. | Female    11181 |\n",
      "4620. |   Male        0 |\n",
      "      |-----------------|\n",
      "4621. | Female        0 |\n",
      "4622. | Female        0 |\n",
      "4623. | Female        0 |\n",
      "4624. |   Male        0 |\n",
      "4625. | Female        0 |\n",
      "      |-----------------|\n",
      "4626. |   Male     6421 |\n",
      "4627. |   Male    74406 |\n",
      "4628. |   Male        0 |\n",
      "4629. |   Male    39057 |\n",
      "4630. | Female        0 |\n",
      "      |-----------------|\n",
      "4631. |   Male        . |\n",
      "4632. | Female        0 |\n",
      "4633. | Female     1964 |\n",
      "4634. | Female        0 |\n",
      "4635. | Female        0 |\n",
      "      |-----------------|\n",
      "4636. |   Male        0 |\n",
      "4637. | Female        . |\n",
      "4638. |   Male        0 |\n",
      "4639. |   Male    27736 |\n",
      "4640. |   Male    44638 |\n",
      "      |-----------------|\n",
      "4641. | Female     4754 |\n",
      "4642. | Female     1042 |\n",
      "4643. | Female        0 |\n",
      "4644. |   Male    36098 |\n",
      "4645. |   Male        0 |\n",
      "      |-----------------|\n",
      "4646. | Female        0 |\n",
      "4647. |   Male        0 |\n",
      "4648. | Female    13976 |\n",
      "4649. | Female    23344 |\n",
      "4650. |   Male    64405 |\n",
      "      |-----------------|\n",
      "4651. | Female        0 |\n",
      "4652. | Female        0 |\n",
      "4653. |   Male        0 |\n",
      "4654. | Female        . |\n",
      "4655. |   Male    31684 |\n",
      "      |-----------------|\n",
      "4656. |   Male    65733 |\n",
      "4657. |   Male    27249 |\n",
      "4658. | Female     4728 |\n",
      "4659. | Female        0 |\n",
      "4660. |   Male        0 |\n",
      "      |-----------------|\n",
      "4661. | Female    28366 |\n",
      "4662. | Female     6259 |\n",
      "4663. |   Male    72879 |\n",
      "4664. | Female    50575 |\n",
      "4665. |   Male   264363 |\n",
      "      |-----------------|\n",
      "4666. | Female    24512 |\n",
      "4667. |   Male     1036 |\n",
      "4668. | Female    13621 |\n",
      "4669. |   Male    36052 |\n",
      "4670. | Female     5938 |\n",
      "      |-----------------|\n",
      "4671. | Female    41979 |\n",
      "4672. |   Male    84556 |\n",
      "4673. |   Male    20591 |\n",
      "4674. | Female    18508 |\n",
      "4675. |   Male    42148 |\n",
      "      |-----------------|\n",
      "4676. |   Male    46920 |\n",
      "4677. | Female    16839 |\n",
      "4678. | Female     8020 |\n",
      "4679. |   Male    42460 |\n",
      "4680. |   Male        0 |\n",
      "      |-----------------|\n",
      "4681. |   Male        . |\n",
      "4682. | Female        . |\n",
      "4683. | Female     4730 |\n",
      "4684. |   Male    60821 |\n",
      "4685. |   Male     4745 |\n",
      "      |-----------------|\n",
      "4686. | Female    11100 |\n",
      "4687. | Female    17147 |\n",
      "4688. | Female     4789 |\n",
      "4689. | Female        0 |\n",
      "4690. | Female     9879 |\n",
      "      |-----------------|\n",
      "4691. |   Male    46322 |\n",
      "4692. | Female     4692 |\n",
      "4693. | Female     1735 |\n",
      "4694. | Female     3147 |\n",
      "4695. |   Male    11953 |\n",
      "      |-----------------|\n",
      "4696. | Female    11937 |\n",
      "4697. | Female    19394 |\n",
      "4698. |   Male    15614 |\n",
      "4699. |   Male    20872 |\n",
      "4700. |   Male        . |\n",
      "      |-----------------|\n",
      "4701. | Female        . |\n",
      "4702. |   Male    28126 |\n",
      "4703. |   Male     3449 |\n",
      "4704. | Female        . |\n",
      "4705. | Female        . |\n",
      "      |-----------------|\n",
      "4706. | Female    32321 |\n",
      "4707. | Female        0 |\n",
      "4708. | Female     4643 |\n",
      "4709. |   Male    29490 |\n",
      "4710. | Female        0 |\n",
      "      |-----------------|\n",
      "4711. |   Male        . |\n",
      "4712. | Female     2277 |\n",
      "4713. |   Male        . |\n",
      "4714. |   Male    39885 |\n",
      "4715. | Female        0 |\n",
      "      |-----------------|\n",
      "4716. |   Male    43671 |\n",
      "4717. | Female    13319 |\n",
      "4718. | Female    17646 |\n",
      "4719. |   Male    10043 |\n",
      "4720. | Female    39915 |\n",
      "      |-----------------|\n",
      "4721. |   Male    66026 |\n",
      "4722. | Female    44364 |\n",
      "4723. |   Male    31202 |\n",
      "4724. | Female    20361 |\n",
      "4725. |   Male        . |\n",
      "      |-----------------|\n",
      "4726. | Female        0 |\n",
      "4727. |   Male        0 |\n",
      "4728. |   Male        . |\n",
      "4729. | Female    22809 |\n",
      "4730. |   Male        . |\n",
      "      |-----------------|\n",
      "4731. | Female        0 |\n",
      "4732. |   Male        0 |\n",
      "4733. | Female    26507 |\n",
      "4734. | Female    62521 |\n",
      "4735. | Female        . |\n",
      "      |-----------------|\n",
      "4736. |   Male        0 |\n",
      "4737. |   Male    29909 |\n",
      "4738. |   Male    77963 |\n",
      "4739. | Female        . |\n",
      "4740. | Female        . |\n",
      "      |-----------------|\n",
      "4741. | Female        . |\n",
      "4742. |   Male    51886 |\n",
      "4743. | Female     5063 |\n",
      "4744. |   Male    35441 |\n",
      "4745. | Female      671 |\n",
      "      |-----------------|\n",
      "4746. |   Male    69583 |\n",
      "4747. | Female    40648 |\n",
      "4748. | Female        0 |\n",
      "4749. |   Male    24113 |\n",
      "4750. |   Male    17827 |\n",
      "      |-----------------|\n",
      "4751. | Female      880 |\n",
      "4752. | Female    23144 |\n",
      "4753. | Female    29538 |\n",
      "4754. |   Male        0 |\n",
      "4755. | Female     4830 |\n",
      "      |-----------------|\n",
      "4756. |   Male    87444 |\n",
      "4757. | Female        0 |\n",
      "4758. |   Male        0 |\n",
      "4759. | Female    76030 |\n",
      "4760. | Female        0 |\n",
      "      |-----------------|\n",
      "4761. |   Male        0 |\n",
      "4762. | Female        . |\n",
      "4763. |   Male    62258 |\n",
      "4764. | Female    72110 |\n",
      "4765. | Female        0 |\n",
      "      |-----------------|\n",
      "4766. | Female        0 |\n",
      "4767. | Female        . |\n",
      "4768. |   Male        . |\n",
      "4769. |   Male        . |\n",
      "4770. | Female        0 |\n",
      "      |-----------------|\n",
      "4771. |   Male    41815 |\n",
      "4772. | Female    26207 |\n",
      "4773. | Female    27402 |\n",
      "4774. |   Male    27789 |\n",
      "4775. |   Male        . |\n",
      "      |-----------------|\n",
      "4776. | Female        . |\n",
      "4777. | Female        . |\n",
      "4778. | Female    48058 |\n",
      "4779. |   Male    31552 |\n",
      "4780. |   Male    28702 |\n",
      "      |-----------------|\n",
      "4781. |   Male        0 |\n",
      "4782. |   Male     4853 |\n",
      "4783. | Female        0 |\n",
      "4784. | Female        . |\n",
      "4785. | Female     1833 |\n",
      "      |-----------------|\n",
      "4786. | Female     4920 |\n",
      "4787. | Female    27725 |\n",
      "4788. |   Male        0 |\n",
      "4789. |   Male    40649 |\n",
      "4790. | Female     2894 |\n",
      "      |-----------------|\n",
      "4791. |   Male        . |\n",
      "4792. | Female        0 |\n",
      "4793. |   Male        0 |\n",
      "4794. |   Male        0 |\n",
      "4795. | Female        0 |\n",
      "      |-----------------|\n",
      "4796. | Female    40910 |\n",
      "4797. |   Male    17995 |\n",
      "4798. | Female     1660 |\n",
      "4799. |   Male    33496 |\n",
      "4800. |   Male        0 |\n",
      "      |-----------------|\n",
      "4801. | Female        0 |\n",
      "4802. |   Male        0 |\n",
      "4803. | Female        0 |\n",
      "4804. | Female        0 |\n",
      "4805. | Female        0 |\n",
      "      |-----------------|\n",
      "4806. | Female        0 |\n",
      "4807. |   Male     1916 |\n",
      "4808. | Female     7595 |\n",
      "4809. |   Male        . |\n",
      "4810. | Female    31171 |\n",
      "      |-----------------|\n",
      "4811. |   Male    29065 |\n",
      "4812. | Female        . |\n",
      "4813. |   Male    46225 |\n",
      "4814. | Female     6593 |\n",
      "4815. | Female    33226 |\n",
      "      |-----------------|\n",
      "4816. |   Male    64889 |\n",
      "4817. | Female        0 |\n",
      "4818. |   Male        0 |\n",
      "4819. | Female        . |\n",
      "4820. | Female        0 |\n",
      "      |-----------------|\n",
      "4821. |   Male        0 |\n",
      "4822. |   Male    83665 |\n",
      "4823. | Female     8667 |\n",
      "4824. | Female    23986 |\n",
      "4825. |   Male    22105 |\n",
      "      |-----------------|\n",
      "4826. |   Male     5950 |\n",
      "4827. | Female    37438 |\n",
      "4828. | Female    21991 |\n",
      "4829. |   Male        . |\n",
      "4830. | Female        0 |\n",
      "      |-----------------|\n",
      "4831. | Female        0 |\n",
      "4832. |   Male    29909 |\n",
      "4833. | Female     9420 |\n",
      "4834. | Female        . |\n",
      "4835. |   Male        0 |\n",
      "      |-----------------|\n",
      "4836. | Female     3854 |\n",
      "4837. |   Male        0 |\n",
      "4838. |   Male    23932 |\n",
      "4839. |   Male    28208 |\n",
      "4840. | Female     7326 |\n",
      "      |-----------------|\n",
      "4841. |   Male    74020 |\n",
      "4842. | Female     4729 |\n",
      "4843. |   Male   105611 |\n",
      "4844. | Female    37593 |\n",
      "4845. |   Male     2013 |\n",
      "      |-----------------|\n",
      "4846. |   Male    51403 |\n",
      "4847. |   Male     5483 |\n",
      "4848. | Female     8232 |\n",
      "4849. | Female     1038 |\n",
      "4850. |   Male    71927 |\n",
      "      |-----------------|\n",
      "4851. | Female    34217 |\n",
      "4852. |   Male     1682 |\n",
      "4853. | Female        0 |\n",
      "4854. |   Male    83708 |\n",
      "4855. | Female    41972 |\n",
      "      |-----------------|\n",
      "4856. |   Male    72714 |\n",
      "4857. |   Male        . |\n",
      "4858. | Female    35435 |\n",
      "4859. |   Male        0 |\n",
      "4860. | Female        . |\n",
      "      |-----------------|\n",
      "4861. |   Male        0 |\n",
      "4862. | Female     4782 |\n",
      "4863. | Female    36057 |\n",
      "4864. |   Male    55736 |\n",
      "4865. | Female        0 |\n",
      "      |-----------------|\n",
      "4866. | Female    70949 |\n",
      "4867. | Female        0 |\n",
      "4868. |   Male    45156 |\n",
      "4869. |   Male        . |\n",
      "4870. |   Male        0 |\n",
      "      |-----------------|\n",
      "4871. | Female        . |\n",
      "4872. | Female        0 |\n",
      "4873. | Female    11530 |\n",
      "4874. |   Male        0 |\n",
      "4875. |   Male    48426 |\n",
      "      |-----------------|\n",
      "4876. |   Male        . |\n",
      "4877. |   Male    46417 |\n",
      "4878. | Female     7260 |\n",
      "4879. | Female     5184 |\n",
      "4880. | Female    32655 |\n",
      "      |-----------------|\n",
      "4881. |   Male    47951 |\n",
      "4882. | Female    41611 |\n",
      "4883. |   Male     4169 |\n",
      "4884. |   Male    44758 |\n",
      "4885. | Female        . |\n",
      "      |-----------------|\n",
      "4886. |   Male        0 |\n",
      "4887. |   Male        0 |\n",
      "4888. | Female    53992 |\n",
      "4889. |   Male        0 |\n",
      "4890. | Female        . |\n",
      "      |-----------------|\n",
      "4891. |   Male     4712 |\n",
      "4892. | Female        0 |\n",
      "4893. | Female        0 |\n",
      "4894. | Female        . |\n",
      "4895. | Female        0 |\n",
      "      |-----------------|\n",
      "4896. |   Male        . |\n",
      "4897. | Female        0 |\n",
      "4898. |   Male    50442 |\n",
      "4899. | Female        0 |\n",
      "4900. |   Male    68506 |\n",
      "      |-----------------|\n",
      "4901. |   Male        . |\n",
      "4902. | Female    17535 |\n",
      "4903. |   Male    56046 |\n",
      "4904. | Female    71461 |\n",
      "4905. |   Male    21041 |\n",
      "      |-----------------|\n",
      "4906. | Female    21264 |\n",
      "4907. | Female     4816 |\n",
      "4908. |   Male    72751 |\n",
      "4909. | Female     6054 |\n",
      "4910. |   Male        0 |\n",
      "      |-----------------|\n",
      "4911. | Female    19920 |\n",
      "4912. |   Male    10698 |\n",
      "4913. | Female        0 |\n",
      "4914. |   Male        . |\n",
      "4915. |   Male    23844 |\n",
      "      |-----------------|\n",
      "4916. |   Male     5969 |\n",
      "4917. | Female        0 |\n",
      "4918. |   Male    31358 |\n",
      "4919. |   Male    38997 |\n",
      "4920. |   Male        . |\n",
      "      |-----------------|\n",
      "4921. | Female        0 |\n",
      "4922. | Female     3592 |\n",
      "4923. |   Male     9443 |\n",
      "4924. | Female        0 |\n",
      "4925. |   Male    38419 |\n",
      "      |-----------------|\n",
      "4926. |   Male    45265 |\n",
      "4927. |   Male    34825 |\n",
      "4928. |   Male    53261 |\n",
      "4929. | Female    67279 |\n",
      "4930. |   Male    20417 |\n",
      "      |-----------------|\n",
      "4931. | Female    30172 |\n",
      "4932. |   Male    35995 |\n",
      "4933. | Female        . |\n",
      "4934. |   Male        0 |\n",
      "4935. | Female        0 |\n",
      "      |-----------------|\n",
      "4936. |   Male        0 |\n",
      "4937. | Female        0 |\n",
      "4938. |   Male     5712 |\n",
      "4939. |   Male    83716 |\n",
      "4940. | Female    21045 |\n",
      "      |-----------------|\n",
      "4941. | Female    10225 |\n",
      "4942. | Female    11958 |\n",
      "4943. |   Male        0 |\n",
      "4944. | Female        0 |\n",
      "4945. |   Male    19215 |\n",
      "      |-----------------|\n",
      "4946. | Female        0 |\n",
      "4947. | Female        . |\n",
      "4948. |   Male        0 |\n",
      "4949. |   Male        0 |\n",
      "4950. |   Male    32974 |\n",
      "      |-----------------|\n",
      "4951. | Female     2643 |\n",
      "4952. |   Male        . |\n",
      "4953. | Female    10746 |\n",
      "4954. |   Male    56236 |\n",
      "4955. |   Male        . |\n",
      "      |-----------------|\n",
      "4956. | Female        0 |\n",
      "4957. | Female        0 |\n",
      "4958. | Female        0 |\n",
      "4959. | Female    13295 |\n",
      "4960. |   Male    42399 |\n",
      "      |-----------------|\n",
      "4961. |   Male     9020 |\n",
      "4962. |   Male        . |\n",
      "4963. |   Male    44878 |\n",
      "4964. |   Male      850 |\n",
      "4965. |   Male    13176 |\n",
      "      |-----------------|\n",
      "4966. |   Male    28282 |\n",
      "4967. |   Male     5742 |\n",
      "4968. | Female    36001 |\n",
      "4969. |   Male    42648 |\n",
      "4970. | Female        0 |\n",
      "      |-----------------|\n",
      "4971. | Female     4809 |\n",
      "4972. |   Male     4821 |\n",
      "4973. | Female     4844 |\n",
      "4974. | Female        . |\n",
      "4975. |   Male    79563 |\n",
      "      |-----------------|\n",
      "4976. | Female        0 |\n",
      "4977. | Female    13212 |\n",
      "4978. |   Male    65228 |\n",
      "4979. | Female        0 |\n",
      "4980. |   Male    23802 |\n",
      "      |-----------------|\n",
      "4981. | Female    15497 |\n",
      "4982. |   Male        0 |\n",
      "4983. | Female        . |\n",
      "4984. | Female    16774 |\n",
      "4985. | Female        0 |\n",
      "      |-----------------|\n",
      "4986. |   Male        0 |\n",
      "4987. | Female        0 |\n",
      "4988. | Female     3001 |\n",
      "4989. | Female        0 |\n",
      "4990. |   Male        0 |\n",
      "      |-----------------|\n",
      "4991. | Female        . |\n",
      "4992. | Female    28241 |\n",
      "4993. |   Male    81540 |\n",
      "4994. | Female        0 |\n",
      "4995. | Female    42951 |\n",
      "      |-----------------|\n",
      "4996. |   Male     1320 |\n",
      "4997. |   Male        0 |\n",
      "4998. | Female     4667 |\n",
      "4999. |   Male        0 |\n",
      "5000. | Female        . |\n",
      "      |-----------------|\n",
      "5001. | Female    30826 |\n",
      "5002. |   Male        0 |\n",
      "5003. | Female    14141 |\n",
      "5004. |   Male    10548 |\n",
      "5005. | Female    32303 |\n",
      "      |-----------------|\n",
      "5006. |   Male    52829 |\n",
      "5007. | Female    14171 |\n",
      "5008. |   Male        . |\n",
      "5009. | Female        . |\n",
      "5010. | Female        0 |\n",
      "      |-----------------|\n",
      "5011. |   Male    20202 |\n",
      "5012. |   Male    32575 |\n",
      "5013. | Female     4567 |\n",
      "5014. |   Male     1462 |\n",
      "5015. | Female    10604 |\n",
      "      |-----------------|\n",
      "5016. |   Male        0 |\n",
      "5017. |   Male    31963 |\n",
      "5018. | Female        0 |\n",
      "5019. |   Male        0 |\n",
      "5020. |   Male    25119 |\n",
      "      |-----------------|\n",
      "5021. | Female        0 |\n",
      "5022. | Female        . |\n",
      "5023. |   Male     9330 |\n",
      "5024. | Female    36856 |\n",
      "5025. |   Male     1321 |\n",
      "      |-----------------|\n",
      "5026. |   Male        0 |\n",
      "5027. |   Male        0 |\n",
      "5028. | Female    15641 |\n",
      "5029. |   Male    43274 |\n",
      "5030. | Female    24098 |\n",
      "      |-----------------|\n",
      "5031. | Female        0 |\n",
      "5032. |   Male    44423 |\n",
      "5033. |   Male        0 |\n",
      "5034. | Female        0 |\n",
      "5035. | Female    63553 |\n",
      "      |-----------------|\n",
      "5036. | Female    30970 |\n",
      "5037. |   Male    15698 |\n",
      "5038. |   Male        0 |\n",
      "5039. | Female        0 |\n",
      "5040. |   Male    47990 |\n",
      "      |-----------------|\n",
      "5041. | Female    37656 |\n",
      "5042. |   Male    38501 |\n",
      "5043. | Female    12663 |\n",
      "5044. |   Male        . |\n",
      "5045. | Female        0 |\n",
      "      |-----------------|\n",
      "5046. | Female        0 |\n",
      "5047. | Female     2279 |\n",
      "5048. |   Male    27137 |\n",
      "5049. | Female        0 |\n",
      "5050. | Female        0 |\n",
      "      |-----------------|\n",
      "5051. | Female     4252 |\n",
      "5052. |   Male    17115 |\n",
      "5053. | Female        . |\n",
      "5054. | Female        . |\n",
      "5055. |   Male    44245 |\n",
      "      |-----------------|\n",
      "5056. |   Male        0 |\n",
      "5057. |   Male        . |\n",
      "5058. |   Male        0 |\n",
      "5059. |   Male        0 |\n",
      "5060. | Female     1207 |\n",
      "      |-----------------|\n",
      "5061. |   Male    23456 |\n",
      "5062. | Female      892 |\n",
      "5063. |   Male        0 |\n",
      "5064. |   Male    15301 |\n",
      "5065. | Female     4481 |\n",
      "      |-----------------|\n",
      "5066. | Female        . |\n",
      "5067. |   Male    24664 |\n",
      "5068. | Female        0 |\n",
      "5069. |   Male        0 |\n",
      "5070. | Female     4172 |\n",
      "      |-----------------|\n",
      "5071. | Female        . |\n",
      "5072. | Female     3390 |\n",
      "5073. | Female        0 |\n",
      "5074. |   Male        . |\n",
      "5075. | Female        0 |\n",
      "      |-----------------|\n",
      "5076. | Female        0 |\n",
      "5077. |   Male    32000 |\n",
      "5078. | Female      785 |\n",
      "5079. | Female     9667 |\n",
      "5080. | Female    24144 |\n",
      "      |-----------------|\n",
      "5081. |   Male        . |\n",
      "5082. | Female        0 |\n",
      "5083. | Female    12400 |\n",
      "5084. |   Male    31030 |\n",
      "5085. |   Male        . |\n",
      "      |-----------------|\n",
      "5086. | Female        . |\n",
      "5087. | Female    13881 |\n",
      "5088. |   Male        0 |\n",
      "5089. | Female        0 |\n",
      "5090. |   Male        0 |\n",
      "      |-----------------|\n",
      "5091. | Female        0 |\n",
      "5092. | Female     4289 |\n",
      "5093. |   Male    16704 |\n",
      "5094. | Female        . |\n",
      "5095. |   Male        0 |\n",
      "      |-----------------|\n",
      "5096. |   Male     8076 |\n",
      "5097. | Female     8070 |\n",
      "5098. |   Male    17556 |\n",
      "5099. | Female    11778 |\n",
      "5100. |   Male      548 |\n",
      "      |-----------------|\n",
      "5101. |   Male    32483 |\n",
      "5102. | Female      610 |\n",
      "5103. |   Male    57047 |\n",
      "5104. | Female        . |\n",
      "5105. | Female     2350 |\n",
      "      |-----------------|\n",
      "5106. | Female    35505 |\n",
      "5107. |   Male    37970 |\n",
      "5108. | Female        0 |\n",
      "5109. |   Male    74777 |\n",
      "5110. | Female        . |\n",
      "      |-----------------|\n",
      "5111. | Female     8318 |\n",
      "5112. |   Male        . |\n",
      "5113. | Female        . |\n",
      "5114. |   Male    45333 |\n",
      "5115. | Female    14611 |\n",
      "      |-----------------|\n",
      "5116. |   Male        0 |\n",
      "5117. | Female        . |\n",
      "5118. | Female    28094 |\n",
      "5119. |   Male        0 |\n",
      "5120. |   Male   287194 |\n",
      "      |-----------------|\n",
      "5121. |   Male     3933 |\n",
      "5122. | Female    14104 |\n",
      "5123. |   Male    66062 |\n",
      "5124. | Female        0 |\n",
      "5125. | Female        0 |\n",
      "      |-----------------|\n",
      "5126. |   Male     1210 |\n",
      "5127. |   Male    33300 |\n",
      "5128. | Female        0 |\n",
      "5129. |   Male        . |\n",
      "5130. | Female     5916 |\n",
      "      |-----------------|\n",
      "5131. | Female     4092 |\n",
      "5132. |   Male    58966 |\n",
      "5133. | Female    14015 |\n",
      "5134. |   Male        0 |\n",
      "5135. | Female        0 |\n",
      "      |-----------------|\n",
      "5136. | Female        . |\n",
      "5137. |   Male        0 |\n",
      "5138. |   Male        0 |\n",
      "5139. | Female        0 |\n",
      "5140. | Female        0 |\n",
      "      |-----------------|\n",
      "5141. |   Male    38354 |\n",
      "5142. | Female    30276 |\n",
      "5143. |   Male    73356 |\n",
      "5144. | Female    18166 |\n",
      "5145. | Female        0 |\n",
      "      |-----------------|\n",
      "5146. | Female     4736 |\n",
      "5147. | Female    22219 |\n",
      "5148. | Female        0 |\n",
      "5149. | Female        0 |\n",
      "5150. |   Male        . |\n",
      "      |-----------------|\n",
      "5151. |   Male    12773 |\n",
      "5152. |   Male     4555 |\n",
      "5153. | Female     1255 |\n",
      "5154. |   Male    43421 |\n",
      "5155. | Female        0 |\n",
      "      |-----------------|\n",
      "5156. |   Male    20309 |\n",
      "5157. | Female    22936 |\n",
      "5158. |   Male     5158 |\n",
      "5159. | Female    39896 |\n",
      "5160. |   Male        0 |\n",
      "      |-----------------|\n",
      "5161. |   Male    29616 |\n",
      "5162. | Female        . |\n",
      "5163. | Female        . |\n",
      "5164. | Female    15679 |\n",
      "5165. |   Male   587637 |\n",
      "      |-----------------|\n",
      "5166. |   Male    34329 |\n",
      "5167. | Female        . |\n",
      "5168. | Female        . |\n",
      "5169. |   Male    44719 |\n",
      "5170. |   Male      506 |\n",
      "      |-----------------|\n",
      "5171. | Female        . |\n",
      "5172. |   Male        0 |\n",
      "5173. |   Male        0 |\n",
      "5174. |   Male     6701 |\n",
      "5175. |   Male        . |\n",
      "      |-----------------|\n",
      "5176. | Female        . |\n",
      "5177. |   Male    90573 |\n",
      "5178. |   Male        0 |\n",
      "5179. | Female        . |\n",
      "5180. |   Male    37651 |\n",
      "      |-----------------|\n",
      "5181. | Female        . |\n",
      "5182. | Female    43825 |\n",
      "5183. |   Male    33506 |\n",
      "5184. |   Male   324854 |\n",
      "5185. |   Male        . |\n",
      "      |-----------------|\n",
      "5186. | Female        0 |\n",
      "5187. | Female        . |\n",
      "5188. | Female    29986 |\n",
      "5189. |   Male    49018 |\n",
      "5190. | Female        . |\n",
      "      |-----------------|\n",
      "5191. |   Male        0 |\n",
      "5192. |   Male    25272 |\n",
      "5193. | Female        0 |\n",
      "5194. |   Male        0 |\n",
      "5195. |   Male        . |\n",
      "      |-----------------|\n",
      "5196. | Female    27291 |\n",
      "5197. |   Male    26388 |\n",
      "5198. | Female        0 |\n",
      "5199. | Female        0 |\n",
      "5200. |   Male        . |\n",
      "      |-----------------|\n",
      "5201. | Female        0 |\n",
      "5202. | Female        0 |\n",
      "5203. |   Male    91067 |\n",
      "5204. |   Male    74050 |\n",
      "5205. |   Male        0 |\n",
      "      |-----------------|\n",
      "5206. | Female    11577 |\n",
      "5207. |   Male    53357 |\n",
      "5208. | Female        . |\n",
      "5209. |   Male        0 |\n",
      "5210. | Female    60334 |\n",
      "      |-----------------|\n",
      "5211. |   Male        0 |\n",
      "5212. |   Male        0 |\n",
      "5213. | Female        0 |\n",
      "5214. |   Male        0 |\n",
      "5215. |   Male    47861 |\n",
      "      |-----------------|\n",
      "5216. |   Male    65018 |\n",
      "5217. | Female        0 |\n",
      "5218. | Female     4580 |\n",
      "5219. | Female        0 |\n",
      "5220. |   Male    29906 |\n",
      "      |-----------------|\n",
      "5221. | Female        . |\n",
      "5222. | Female        0 |\n",
      "5223. |   Male        . |\n",
      "5224. | Female        0 |\n",
      "5225. |   Male    32680 |\n",
      "      |-----------------|\n",
      "5226. | Female    33798 |\n",
      "5227. |   Male        0 |\n",
      "5228. | Female     5212 |\n",
      "5229. |   Male    46507 |\n",
      "5230. | Female        0 |\n",
      "      |-----------------|\n",
      "5231. |   Male    85774 |\n",
      "5232. |   Male    30736 |\n",
      "5233. | Female    13391 |\n",
      "5234. | Female     8190 |\n",
      "5235. | Female    62574 |\n",
      "      |-----------------|\n",
      "5236. |   Male        0 |\n",
      "5237. |   Male        0 |\n",
      "5238. | Female        0 |\n",
      "5239. | Female        0 |\n",
      "5240. | Female        . |\n",
      "      |-----------------|\n",
      "5241. | Female    10637 |\n",
      "5242. | Female    96065 |\n",
      "5243. |   Male    20474 |\n",
      "5244. |   Male        0 |\n",
      "5245. |   Male    48007 |\n",
      "      |-----------------|\n",
      "5246. | Female    21716 |\n",
      "5247. | Female        . |\n",
      "5248. | Female     7106 |\n",
      "5249. |   Male     9415 |\n",
      "5250. | Female        0 |\n",
      "      |-----------------|\n",
      "5251. |   Male        . |\n",
      "5252. |   Male    19124 |\n",
      "5253. | Female        0 |\n",
      "5254. |   Male    33589 |\n",
      "5255. | Female    18099 |\n",
      "      |-----------------|\n",
      "5256. | Female        0 |\n",
      "5257. |   Male    96055 |\n",
      "5258. | Female     7181 |\n",
      "5259. |   Male    70822 |\n",
      "5260. |   Male   101992 |\n",
      "      |-----------------|\n",
      "5261. | Female        0 |\n",
      "5262. | Female    28117 |\n",
      "5263. | Female    22829 |\n",
      "5264. |   Male    49077 |\n",
      "5265. | Female    18527 |\n",
      "      |-----------------|\n",
      "5266. | Female     7095 |\n",
      "5267. |   Male    40402 |\n",
      "5268. |   Male        0 |\n",
      "5269. |   Male    31481 |\n",
      "5270. | Female        0 |\n",
      "      |-----------------|\n",
      "5271. |   Male        0 |\n",
      "5272. | Female        0 |\n",
      "5273. |   Male        . |\n",
      "5274. | Female        0 |\n",
      "5275. | Female        0 |\n",
      "      |-----------------|\n",
      "5276. |   Male        0 |\n",
      "5277. | Female        . |\n",
      "5278. |   Male    20102 |\n",
      "5279. |   Male    35264 |\n",
      "5280. | Female    21948 |\n",
      "      |-----------------|\n",
      "5281. |   Male    39564 |\n",
      "5282. | Female    23994 |\n",
      "5283. | Female        . |\n",
      "5284. | Female    63745 |\n",
      "5285. |   Male    69910 |\n",
      "      |-----------------|\n",
      "5286. | Female        0 |\n",
      "5287. | Female    18060 |\n",
      "5288. | Female        0 |\n",
      "5289. | Female        0 |\n",
      "5290. |   Male    16733 |\n",
      "      |-----------------|\n",
      "5291. | Female    13511 |\n",
      "5292. |   Male        . |\n",
      "5293. | Female    22193 |\n",
      "5294. | Female        0 |\n",
      "5295. | Female        0 |\n",
      "      |-----------------|\n",
      "5296. |   Male        0 |\n",
      "5297. |   Male        0 |\n",
      "5298. | Female    11080 |\n",
      "5299. |   Male    25628 |\n",
      "5300. | Female        . |\n",
      "      |-----------------|\n",
      "5301. |   Male    74685 |\n",
      "5302. | Female        . |\n",
      "5303. | Female     1691 |\n",
      "5304. | Female        0 |\n",
      "5305. |   Male    33542 |\n",
      "      |-----------------|\n",
      "5306. | Female     3596 |\n",
      "5307. | Female        0 |\n",
      "5308. | Female        0 |\n",
      "5309. | Female        0 |\n",
      "5310. | Female        0 |\n",
      "      |-----------------|\n",
      "5311. |   Male        0 |\n",
      "5312. |   Male    51670 |\n",
      "5313. | Female    36410 |\n",
      "5314. |   Male        . |\n",
      "5315. | Female        0 |\n",
      "      |-----------------|\n",
      "5316. |   Male      401 |\n",
      "5317. | Female    43693 |\n",
      "5318. |   Male        0 |\n",
      "5319. | Female        . |\n",
      "5320. |   Male        0 |\n",
      "      |-----------------|\n",
      "5321. |   Male    35841 |\n",
      "5322. | Female    22576 |\n",
      "5323. | Female    38087 |\n",
      "5324. | Female        0 |\n",
      "5325. | Female     6961 |\n",
      "      |-----------------|\n",
      "5326. |   Male    13586 |\n",
      "5327. | Female        0 |\n",
      "5328. |   Male        0 |\n",
      "5329. | Female      940 |\n",
      "5330. | Female        0 |\n",
      "      |-----------------|\n",
      "5331. | Female    21081 |\n",
      "5332. | Female    21826 |\n",
      "5333. | Female    18148 |\n",
      "5334. | Female    20567 |\n",
      "5335. |   Male    62490 |\n",
      "      |-----------------|\n",
      "5336. | Female    17314 |\n",
      "5337. |   Male    26235 |\n",
      "5338. | Female        0 |\n",
      "5339. | Female     4819 |\n",
      "5340. | Female    35915 |\n",
      "      |-----------------|\n",
      "5341. |   Male    57341 |\n",
      "5342. | Female        0 |\n",
      "5343. |   Male    51342 |\n",
      "5344. | Female        0 |\n",
      "5345. | Female        . |\n",
      "      |-----------------|\n",
      "5346. |   Male        0 |\n",
      "5347. | Female        . |\n",
      "5348. |   Male        0 |\n",
      "5349. | Female        0 |\n",
      "5350. | Female    54807 |\n",
      "      |-----------------|\n",
      "5351. |   Male        0 |\n",
      "5352. |   Male     4662 |\n",
      "5353. | Female        0 |\n",
      "5354. |   Male    30621 |\n",
      "5355. |   Male    21591 |\n",
      "      |-----------------|\n",
      "5356. | Female        0 |\n",
      "5357. |   Male        0 |\n",
      "5358. | Female     7220 |\n",
      "5359. |   Male        0 |\n",
      "5360. | Female    30185 |\n",
      "      |-----------------|\n",
      "5361. | Female        . |\n",
      "5362. | Female        0 |\n",
      "5363. | Female    22494 |\n",
      "5364. | Female        . |\n",
      "5365. | Female        0 |\n",
      "      |-----------------|\n",
      "5366. |   Male        0 |\n",
      "5367. |   Male     7802 |\n",
      "5368. | Female        0 |\n",
      "5369. | Female        0 |\n",
      "5370. |   Male    21481 |\n",
      "      |-----------------|\n",
      "5371. | Female        0 |\n",
      "5372. | Female    34119 |\n",
      "5373. |   Male    51066 |\n",
      "5374. |   Male    45341 |\n",
      "5375. |   Male   104668 |\n",
      "      |-----------------|\n",
      "5376. | Female        0 |\n",
      "5377. | Female        . |\n",
      "5378. | Female    23948 |\n",
      "5379. |   Male    52026 |\n",
      "5380. | Female        . |\n",
      "      |-----------------|\n",
      "5381. | Female        0 |\n",
      "5382. |   Male    42319 |\n",
      "5383. | Female        0 |\n",
      "5384. | Female     3087 |\n",
      "5385. |   Male    30051 |\n",
      "      |-----------------|\n",
      "5386. |   Male     3347 |\n",
      "5387. | Female        0 |\n",
      "5388. |   Male    39755 |\n",
      "5389. | Female        . |\n",
      "5390. | Female        0 |\n",
      "      |-----------------|\n",
      "5391. | Female        . |\n",
      "5392. | Female     3353 |\n",
      "5393. | Female    42138 |\n",
      "5394. | Female    13286 |\n",
      "5395. | Female        0 |\n",
      "      |-----------------|\n",
      "5396. | Female        0 |\n",
      "5397. | Female    22944 |\n",
      "5398. | Female        . |\n",
      "5399. | Female        0 |\n",
      "5400. | Female        . |\n",
      "      |-----------------|\n",
      "5401. | Female        . |\n",
      "5402. |   Male        0 |\n",
      "5403. | Female    26821 |\n",
      "5404. |   Male    44154 |\n",
      "5405. | Female        0 |\n",
      "      |-----------------|\n",
      "5406. | Female        0 |\n",
      "5407. | Female    12519 |\n",
      "5408. |   Male        . |\n",
      "5409. | Female     1310 |\n",
      "5410. |   Male    15052 |\n",
      "      |-----------------|\n",
      "5411. | Female        0 |\n",
      "      +-----------------+\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*info on gender and monthly net income for each observation\n",
    "list sex income"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Examine the gender of the 10 respondents who earn the least"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     +-----------------+\n",
      "     |    sex   income |\n",
      "     |-----------------|\n",
      "  1. | Female        0 |\n",
      "  2. | Female        0 |\n",
      "  3. | Female        0 |\n",
      "  4. | Female        0 |\n",
      "  5. | Female        0 |\n",
      "     |-----------------|\n",
      "  6. | Female        0 |\n",
      "  7. | Female        0 |\n",
      "  8. | Female        0 |\n",
      "  9. | Female        0 |\n",
      " 10. | Female        0 |\n",
      "     +-----------------+\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*sort variable income data\n",
    "sort income\n",
    "*list the first 10 observations\n",
    "list sex income in 1/10 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Obtain the values of all variables for the first observation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     +----------------------------------------------------------------------------------------------------------------+\n",
      "  1. |  persnr | hhnr2009 |           state | ybirth |    sex |    mar |                  edu | yedu |            voc |\n",
      "     | 1319604 |   132313 | N-Rhein-Westfa. |   1987 | Female | Single | \"Fachhochschulreife\" |   12 | Does not apply |\n",
      "     |----------------------------------------------------------------------------------------------------------------|\n",
      "     |            emp   |              egp   |   income    |   hhinc    |   hhsize    |   hhsiz~14    |   rel2head    |\n",
      "     |   not employed   |   Does not apply   |        0    |   38232    |        5    |          1    |      Child    |\n",
      "     +----------------------------------------------------------------------------------------------------------------+\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "list in 1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Obtain the values of all variables for the second to fourth observations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "  2. |  persnr | hhnr2009 |           state | ybirth |    sex |     mar |          edu | yedu |                            voc |\n",
      "     | 8289401 |    82894 | N-Rhein-Westfa. |   1935 | Female | Married |   Elementary |  8.7 |                 Does not apply |\n",
      "     |--------------------+----------------------------------------------------------------------------------------------------|\n",
      "     |             emp    |               egp    |    income    |    hhinc    |    hhsize    |    hhsiz~14    |    rel2head    |\n",
      "     |    not employed    |           Retired    |         0    |    15205    |         2    |           0    |     Partner    |\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "  3. |  persnr | hhnr2009 |           state | ybirth |    sex |     mar |          edu | yedu |                            voc |\n",
      "     | 1319608 |   144624 | N-Rhein-Westfa. |   1948 | Female | Married |        Other |  8.7 |                 Does not apply |\n",
      "     |--------------------+----------------------------------------------------------------------------------------------------|\n",
      "     |             emp    |               egp    |    income    |    hhinc    |    hhsize    |    hhsiz~14    |    rel2head    |\n",
      "     |    not employed    |    Does not apply    |         0    |    19107    |         3    |           0    |     Partner    |\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "  4. |  persnr | hhnr2009 |           state | ybirth |    sex |     mar |          edu | yedu |                            voc |\n",
      "     | 3055504 |   155462 | N-Rhein-Westfa. |   1966 | Female | Married | Intermediate |   12 | Vocational training at collage |\n",
      "     |--------------------+----------------------------------------------------------------------------------------------------|\n",
      "     |             emp    |               egp    |    income    |    hhinc    |    hhsize    |    hhsiz~14    |    rel2head    |\n",
      "     |    not employed    |    Does not apply    |         0    |    70241    |         4    |           1    |     Partner    |\n",
      "     +-------------------------------------------------------------------------------------------------------------------------+\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "list in 2/4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Summary statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      income |      4779     20540.6    37422.49          0     897756\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*get summary stats info(mean, obs, std.dev, min and max)\n",
    "summarize income"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "summary statistics for all variables in the\n",
    "dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      persnr |      5411     4692186     3096841       8501   1.11e+07\n",
      "    hhnr2009 |      5411    79260.42     48474.2         85     167012\n",
      "       state |      5411    7.899649    4.440415          0         16\n",
      "      ybirth |      5411    1959.493    18.12642       1909       1992\n",
      "         sex |      5411    1.522269      .49955          1          2\n",
      "-------------+--------------------------------------------------------\n",
      "         mar |      5410    1.718854    1.020349          1          5\n",
      "         edu |      5183    2.382597    1.392508          1          5\n",
      "        yedu |      5039    11.80419    2.676028        8.7         18\n",
      "         voc |      4101    2.460619    1.870365          1          6\n",
      "         emp |      5256    3.050038    1.868658          1          5\n",
      "-------------+--------------------------------------------------------\n",
      "         egp |      4789     9.29004    6.560561          1         18\n",
      "      income |      4779     20540.6    37422.49          0     897756\n",
      "       hhinc |      5407    37149.97    26727.97        583     507369\n",
      "      hhsize |      5411    2.610238    1.164874          1          5\n",
      " hhsize0to14 |      5411    .3418961      .70429          0          3\n",
      "-------------+--------------------------------------------------------\n",
      "    rel2head |      5411    1.577342    .7471922          1          5\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*summary statistics for all variables in the dataset.\n",
    "summarize"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "summary statistics for all variables in the dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      income |      2320    28190.75    47868.24          0     897756\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "summarize income if sex==1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      income |      2459    13322.89    21286.44          0     612757\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "summarize income if sex==2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Defining missing values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      income: 1369 missing values generated\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "/*all incomes of zero are recorded as a\n",
    "missing value, here stored with the missing-value code*/\n",
    "mvdecode income, mv(0=.c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "info on gender and monthly net income for each observation again"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "-> sex = Male\n",
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      income |      1746     37458.5    51939.73         46     897756\n",
      "\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "-> sex = Female\n",
      "\n",
      "    Variable |       Obs        Mean    Std. Dev.       Min        Max\n",
      "-------------+--------------------------------------------------------\n",
      "      income |      1664    19688.09    23330.87        163     612757\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*info on gender and monthly net income for each observation\n",
    "sort sex\n",
    "by sex: summarize income"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "More stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "                  Individual Labor Earnings\n",
      "-------------------------------------------------------------\n",
      "      Percentiles      Smallest\n",
      " 1%          548             46\n",
      " 5%         1852             90\n",
      "10%         3864            134       Obs                3410\n",
      "25%        10040            163       Sum of Wgt.        3410\n",
      "\n",
      "50%        22841                      Mean           28786.96\n",
      "                        Largest       Std. Dev.       41537.7\n",
      "75%        36930         710920\n",
      "90%      53251.5         749421       Variance       1.73e+09\n",
      "95%        69806         869446       Skewness       11.27167\n",
      "99%       107981         897756       Kurtosis       188.2845\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "*more detailed stats\n",
    "summarize income, detail"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Replicate detail option for if and in qualifiers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "-> sex = Male\n",
      "\n",
      "                  Individual Labor Earnings\n",
      "-------------------------------------------------------------\n",
      "      Percentiles      Smallest\n",
      " 1%          844            405\n",
      " 5%         2459            553\n",
      "10%         5712            734       Obs                 382\n",
      "25%        21481            844       Sum of Wgt.         382\n",
      "\n",
      "50%        43125                      Mean           59999.77\n",
      "                        Largest       Std. Dev.       97088.4\n",
      "75%        66026         710920\n",
      "90%        90261         749421       Variance       9.43e+09\n",
      "95%       109426         869446       Skewness       5.882994\n",
      "99%       710920         897756       Kurtosis       43.42164\n",
      "\n",
      "---------------------------------------------------------------------------------------------------------------------------------\n",
      "-> sex = Female\n",
      "\n",
      "                  Individual Labor Earnings\n",
      "-------------------------------------------------------------\n",
      "      Percentiles      Smallest\n",
      " 1%          439            163\n",
      " 5%         1676            299\n",
      "10%         3462            423       Obs                 366\n",
      "25%         9994            439       Sum of Wgt.         366\n",
      "\n",
      "50%        23929                      Mean           26981.12\n",
      "                        Largest       Std. Dev.      28257.92\n",
      "75%        36905          89699\n",
      "90%        51245          93985       Variance       7.99e+08\n",
      "95%        63553         100341       Skewness       7.843693\n",
      "99%        89699         424107       Kurtosis       107.9234\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "/*obtain the income difference between men and\n",
    "women for all respondents who at least have education level 4*/\n",
    "by sex: summarize income if edu==4, detail"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Frequency tables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "              Gender |      Freq.     Percent        Cum.\n",
      "---------------------+-----------------------------------\n",
      "                Male |      2,585       47.77       47.77\n",
      "              Female |      2,826       52.23      100.00\n",
      "---------------------+-----------------------------------\n",
      "               Total |      5,411      100.00\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "tabulate sex"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Two variables gives you a two-way frequency table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     Status of |        Gender\n",
      "    Employment |      Male     Female |     Total\n",
      "---------------+----------------------+----------\n",
      "     full time |     1,346        695 |     2,041 \n",
      "     part time |        59        540 |       599 \n",
      "     irregular |        70        218 |       288 \n",
      "  not employed |     1,014      1,314 |     2,328 \n",
      "---------------+----------------------+----------\n",
      "         Total |     2,489      2,767 |     5,256 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "tabulate emp sex"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Column percentages in a cross-classified table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     Status of |        Gender\n",
      "    Employment |      Male     Female |     Total\n",
      "---------------+----------------------+----------\n",
      "     full time |     54.08      25.12 |     38.83 \n",
      "     part time |      2.37      19.52 |     11.40 \n",
      "     irregular |      2.81       7.88 |      5.48 \n",
      "  not employed |     40.74      47.49 |     44.29 \n",
      "---------------+----------------------+----------\n",
      "         Total |    100.00     100.00 |    100.00 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%stata\n",
    "tabulate emp sex, colum nofreq"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Graphs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Box-and-whisker-plot comparing distribution of income across employment status."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 400,
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%stata\n",
    "graph box income if income <= 250000, over (emp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}