new_user_id.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "EPData = pd.read_csv(\"../EP_smaller.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "user_id = pd.read_csv(\"../members.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "11100\n",
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      "11200\n",
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      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-33-40259c09b3cb>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0msure\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mEPData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m     \u001b[0muser\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0muser_id\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0muser_id\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'created'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0mEPData\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'created'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m     \u001b[0muser\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0muser\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0muser\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'gender'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0mEPData\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'gender'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m     \u001b[0muser\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0muser\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0muser\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'birthdate'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0mEPData\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'birthdate'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/ops.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(self, other, axis)\u001b[0m\n\u001b[1;32m    624\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    625\u001b[0m         \u001b[0;31m# mask out the invalids\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 626\u001b[0;31m         \u001b[0;32mif\u001b[0m \u001b[0mmask\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    627\u001b[0m             \u001b[0mres\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mmask\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmasker\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    628\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/generic.pyc\u001b[0m in \u001b[0;36mlogical_func\u001b[0;34m(self, axis, bool_only, skipna, level, **kwargs)\u001b[0m\n\u001b[1;32m   4309\u001b[0m                 return self._reduce(f, axis=axis, skipna=skipna,\n\u001b[1;32m   4310\u001b[0m                                     \u001b[0mnumeric_only\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mbool_only\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilter_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'bool'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4311\u001b[0;31m                                     name=name)\n\u001b[0m\u001b[1;32m   4312\u001b[0m             \u001b[0mlogical_func\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   4313\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mlogical_func\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/series.pyc\u001b[0m in \u001b[0;36m_reduce\u001b[0;34m(self, op, name, axis, skipna, numeric_only, filter_type, **kwds)\u001b[0m\n\u001b[1;32m   2082\u001b[0m                 raise NotImplementedError(\n\u001b[1;32m   2083\u001b[0m                     'Series.{0} does not implement numeric_only.'.format(name))\n\u001b[0;32m-> 2084\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdelegate\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskipna\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mskipna\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2085\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2086\u001b[0m         return delegate._reduce(op=op, name=name, axis=axis, skipna=skipna,\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/nanops.pyc\u001b[0m in \u001b[0;36mnanany\u001b[0;34m(values, axis, skipna)\u001b[0m\n\u001b[1;32m    232\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    233\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mnanany\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskipna\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 234\u001b[0;31m     \u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mskipna\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mskipna\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    235\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    236\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/nanops.pyc\u001b[0m in \u001b[0;36m_get_values\u001b[0;34m(values, skipna, fill_value, fill_value_typ, isfinite, copy)\u001b[0m\n\u001b[1;32m    160\u001b[0m         \u001b[0mmask\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_isfinite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    161\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 162\u001b[0;31m         \u001b[0mmask\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0misnull\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    163\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    164\u001b[0m     \u001b[0mdtype\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/common.pyc\u001b[0m in \u001b[0;36misnull\u001b[0;34m(obj)\u001b[0m\n\u001b[1;32m    228\u001b[0m     \u001b[0mpandas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnotnull\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mboolean\u001b[0m \u001b[0minverse\u001b[0m \u001b[0mof\u001b[0m \u001b[0mpandas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnull\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    229\u001b[0m     \"\"\"\n\u001b[0;32m--> 230\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_isnull\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    231\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    232\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/common.pyc\u001b[0m in \u001b[0;36m_isnull_new\u001b[0;34m(obj)\u001b[0m\n\u001b[1;32m    238\u001b[0m         \u001b[0;32mraise\u001b[0m \u001b[0mNotImplementedError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"isnull is not defined for MultiIndex\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    239\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mABCSeries\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndarray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 240\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0m_isnull_ndarraylike\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    241\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mABCGeneric\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    242\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnull\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0misnull\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Jade/anaconda/envs/python2/lib/python2.7/site-packages/pandas/core/common.pyc\u001b[0m in \u001b[0;36m_isnull_ndarraylike\u001b[0;34m(obj)\u001b[0m\n\u001b[1;32m    328\u001b[0m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mview\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'i8'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mtslib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miNaT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    329\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 330\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    331\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    332\u001b[0m     \u001b[0;31m# box\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "uid = []\n",
    "sure = []\n",
    "for i in range(list(EPData.shape)[0]):\n",
    "    user = user_id.loc[user_id['created']==EPData['created'][i],]\n",
    "    user = user.loc[user['gender']==EPData['gender'][i],]\n",
    "    user = user.loc[user['birthdate']==EPData['birthdate'][i],]\n",
    "    luser = user.loc[user['last_login']<=EPData['last_login'][i],] \n",
    "    #suppose members.csv is collected later than EPData\n",
    "    if list(luser.shape)[0]==1:\n",
    "        ui = int(luser['mid'])\n",
    "        sr = True\n",
    "    elif list(luser.shape)[0]>1: \n",
    "        # if there are more than 1 matches,choose the closest in time\n",
    "        # print \"replicate!!\"\n",
    "        loginsorts = zip(luser['last_login'], luser['mid'])\n",
    "        ui = list(sorted(loginsorts, key=lambda loginsorts: loginsorts[0])[0])[1]\n",
    "        sr = False    \n",
    "    else:\n",
    "        print \"no match\"\n",
    "        ui = 0\n",
    "        sr = True\n",
    "    uid.append(ui)\n",
    "    sure.append(sr)\n",
    "    if i%100==0:\n",
    "        print i"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "EPData['uid'] = uid\n",
    "EPData.to_csv(\"../First100000_with_id.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(97865, 20)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "EPData.loc[EPData['uid']>0,].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "no match\n",
      "100\n",
      "no match\n",
      "no match\n",
      "200\n",
      "300\n",
      "no match\n",
      "400\n",
      "500\n",
      "no match\n",
      "no match\n",
      "600\n",
      "no match\n",
      "700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "800\n",
      "no match\n",
      "900\n",
      "1000\n",
      "no match\n",
      "1100\n",
      "no match\n",
      "no match\n",
      "1200\n",
      "no match\n",
      "no match\n",
      "1300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "1400\n",
      "1500\n",
      "no match\n",
      "1600\n",
      "no match\n",
      "no match\n",
      "1700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "1800\n",
      "1900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "2000\n",
      "no match\n",
      "2100\n",
      "no match\n",
      "no match\n",
      "2200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "2300\n",
      "no match\n",
      "2400\n",
      "2500\n",
      "no match\n",
      "2600\n",
      "no match\n",
      "2700\n",
      "2800\n",
      "no match\n",
      "2900\n",
      "3000\n",
      "no match\n",
      "no match\n",
      "3100\n",
      "no match\n",
      "no match\n",
      "3200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3500\n",
      "no match\n",
      "3600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "3900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "4000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "4100\n",
      "no match\n",
      "no match\n",
      "4200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "4300\n",
      "no match\n",
      "no match\n",
      "4400\n",
      "4500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "4600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "4700\n",
      "no match\n",
      "no match\n",
      "4800\n",
      "4900\n",
      "no match\n",
      "no match\n",
      "5000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "5100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "5200\n",
      "no match\n",
      "5300\n",
      "5400\n",
      "no match\n",
      "no match\n",
      "5500\n",
      "no match\n",
      "5600\n",
      "no match\n",
      "5700\n",
      "no match\n",
      "5800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "5900\n",
      "no match\n",
      "no match\n",
      "6000\n",
      "no match\n",
      "6100\n",
      "6200\n",
      "no match\n",
      "6300\n",
      "6400\n",
      "no match\n",
      "no match\n",
      "6500\n",
      "no match\n",
      "6600\n",
      "no match\n",
      "no match\n",
      "6700\n",
      "6800\n",
      "no match\n",
      "no match\n",
      "6900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "7000\n",
      "7100\n",
      "7200\n",
      "no match\n",
      "7300\n",
      "7400\n",
      "7500\n",
      "no match\n",
      "no match\n",
      "7600\n",
      "no match\n",
      "no match\n",
      "7700\n",
      "no match\n",
      "7800\n",
      "no match\n",
      "no match\n",
      "7900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "8000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "8100\n",
      "no match\n",
      "8200\n",
      "no match\n",
      "8300\n",
      "8400\n",
      "no match\n",
      "8500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "8600\n",
      "8700\n",
      "no match\n",
      "8800\n",
      "no match\n",
      "8900\n",
      "9000\n",
      "no match\n",
      "no match\n",
      "9100\n",
      "no match\n",
      "no match\n",
      "9200\n",
      "no match\n",
      "no match\n",
      "9300\n",
      "no match\n",
      "9400\n",
      "9500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "9600\n",
      "9700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "9800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "9900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "10000\n",
      "no match\n",
      "no match\n",
      "10100\n",
      "no match\n",
      "no match\n",
      "10200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "10300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "10400\n",
      "10500\n",
      "no match\n",
      "10600\n",
      "no match\n",
      "no match\n",
      "10700\n",
      "no match\n",
      "no match\n",
      "10800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "10900\n",
      "no match\n",
      "no match\n",
      "11000\n",
      "11100\n",
      "no match\n",
      "no match\n",
      "11200\n",
      "no match\n",
      "11300\n",
      "no match\n",
      "no match\n",
      "11400\n",
      "no match\n",
      "11500\n",
      "11600\n",
      "11700\n",
      "no match\n",
      "no match\n",
      "11800\n",
      "no match\n",
      "11900\n",
      "no match\n",
      "12000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "12100\n",
      "12200\n",
      "no match\n",
      "12300\n",
      "no match\n",
      "12400\n",
      "12500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "12600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "12700\n",
      "no match\n",
      "no match\n",
      "12800\n",
      "no match\n",
      "no match\n",
      "12900\n",
      "13000\n",
      "13100\n",
      "no match\n",
      "no match\n",
      "13200\n",
      "13300\n",
      "13400\n",
      "13500\n",
      "no match\n",
      "no match\n",
      "13600\n",
      "no match\n",
      "13700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "13800\n",
      "no match\n",
      "no match\n",
      "13900\n",
      "14000\n",
      "no match\n",
      "no match\n",
      "14100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "14200\n",
      "14300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "14400\n",
      "no match\n",
      "no match\n",
      "14500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "14600\n",
      "no match\n",
      "no match\n",
      "14700\n",
      "14800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "14900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "15000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "15100\n",
      "no match\n",
      "15200\n",
      "15300\n",
      "no match\n",
      "15400\n",
      "no match\n",
      "15500\n",
      "15600\n",
      "no match\n",
      "no match\n",
      "15700\n",
      "no match\n",
      "15800\n",
      "no match\n",
      "no match\n",
      "15900\n",
      "16000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "16100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "16200\n",
      "no match\n",
      "no match\n",
      "16300\n",
      "no match\n",
      "no match\n",
      "16400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "16500\n",
      "no match\n",
      "16600\n",
      "no match\n",
      "no match\n",
      "16700\n",
      "no match\n",
      "16800\n",
      "no match\n",
      "no match\n",
      "16900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17200\n",
      "17300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17500\n",
      "no match\n",
      "no match\n",
      "17600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "17700\n",
      "no match\n",
      "no match\n",
      "17800\n",
      "no match\n",
      "17900\n",
      "18000\n",
      "18100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "18200\n",
      "18300\n",
      "no match\n",
      "18400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "18500\n",
      "no match\n",
      "no match\n",
      "18600\n",
      "no match\n",
      "no match\n",
      "18700\n",
      "no match\n",
      "18800\n",
      "18900\n",
      "no match\n",
      "19000\n",
      "no match\n",
      "19100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "19200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "19300\n",
      "no match\n",
      "no match\n",
      "19400\n",
      "no match\n",
      "no match\n",
      "19500\n",
      "no match\n",
      "19600\n",
      "19700\n",
      "no match\n",
      "19800\n",
      "19900\n",
      "no match\n",
      "no match\n",
      "20000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "20100\n",
      "no match\n",
      "no match\n",
      "20200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "20300\n",
      "no match\n",
      "no match\n",
      "20400\n",
      "no match\n",
      "no match\n",
      "20500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "20600\n",
      "no match\n",
      "20700\n",
      "no match\n",
      "20800\n",
      "20900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "21000\n",
      "no match\n",
      "21100\n",
      "21200\n",
      "no match\n",
      "21300\n",
      "21400\n",
      "21500\n",
      "no match\n",
      "21600\n",
      "no match\n",
      "no match\n",
      "21700\n",
      "no match\n",
      "21800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "21900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "22000\n",
      "no match\n",
      "22100\n",
      "no match\n",
      "no match\n",
      "22200\n",
      "no match\n",
      "no match\n",
      "22300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "22400\n",
      "no match\n",
      "22500\n",
      "22600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "22700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "22800\n",
      "no match\n",
      "22900\n",
      "no match\n",
      "23000\n",
      "no match\n",
      "23100\n",
      "no match\n",
      "no match\n",
      "23200\n",
      "no match\n",
      "23300\n",
      "no match\n",
      "23400\n",
      "no match\n",
      "23500\n",
      "no match\n",
      "23600\n",
      "no match\n",
      "no match\n",
      "23700\n",
      "no match\n",
      "23800\n",
      "23900\n",
      "no match\n",
      "24000\n",
      "no match\n",
      "24100\n",
      "no match\n",
      "24200\n",
      "no match\n",
      "24300\n",
      "no match\n",
      "no match\n",
      "24400\n",
      "no match\n",
      "24500\n",
      "no match\n",
      "24600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "24700\n",
      "24800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "24900\n",
      "25000\n",
      "no match\n",
      "25100\n",
      "25200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "25300\n",
      "no match\n",
      "25400\n",
      "no match\n",
      "25500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "25600\n",
      "no match\n",
      "no match\n",
      "25700\n",
      "no match\n",
      "no match\n",
      "25800\n",
      "25900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "26000\n",
      "no match\n",
      "26100\n",
      "26200\n",
      "no match\n",
      "26300\n",
      "no match\n",
      "26400\n",
      "26500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "26600\n",
      "no match\n",
      "26700\n",
      "no match\n",
      "26800\n",
      "26900\n",
      "no match\n",
      "27000\n",
      "27100\n",
      "no match\n",
      "27200\n",
      "no match\n",
      "no match\n",
      "27300\n",
      "27400\n",
      "no match\n",
      "no match\n",
      "27500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "27600\n",
      "27700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "27800\n",
      "27900\n",
      "no match\n",
      "28000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "28100\n",
      "28200\n",
      "28300\n",
      "28400\n",
      "28500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "28600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "28700\n",
      "no match\n",
      "no match\n",
      "28800\n",
      "28900\n",
      "no match\n",
      "29000\n",
      "29100\n",
      "no match\n",
      "29200\n",
      "no match\n",
      "no match\n",
      "29300\n",
      "no match\n",
      "no match\n",
      "29400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "29500\n",
      "29600\n",
      "no match\n",
      "no match\n",
      "29700\n",
      "no match\n",
      "29800\n",
      "no match\n",
      "29900\n",
      "no match\n",
      "no match\n",
      "30000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30300\n",
      "30400\n",
      "no match\n",
      "30500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30600\n",
      "no match\n",
      "30700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "30900\n",
      "no match\n",
      "no match\n",
      "31000\n",
      "no match\n",
      "no match\n",
      "31100\n",
      "no match\n",
      "no match\n",
      "31200\n",
      "no match\n",
      "no match\n",
      "31300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "31400\n",
      "no match\n",
      "no match\n",
      "31500\n",
      "no match\n",
      "31600\n",
      "31700\n",
      "no match\n",
      "31800\n",
      "no match\n",
      "no match\n",
      "31900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "32000\n",
      "32100\n",
      "no match\n",
      "32200\n",
      "no match\n",
      "32300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "32400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "32500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "32600\n",
      "no match\n",
      "32700\n",
      "32800\n",
      "no match\n",
      "no match\n",
      "32900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "33000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "33100\n",
      "no match\n",
      "33200\n",
      "33300\n",
      "no match\n",
      "33400\n",
      "no match\n",
      "no match\n",
      "33500\n",
      "no match\n",
      "33600\n",
      "no match\n",
      "no match\n",
      "33700\n",
      "33800\n",
      "no match\n",
      "33900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "34000\n",
      "34100\n",
      "no match\n",
      "no match\n",
      "34200\n",
      "no match\n",
      "34300\n",
      "no match\n",
      "34400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "34500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "34600\n",
      "no match\n",
      "34700\n",
      "no match\n",
      "34800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "34900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "35000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "35100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "35200\n",
      "no match\n",
      "no match\n",
      "35300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "35400\n",
      "no match\n",
      "no match\n",
      "35500\n",
      "no match\n",
      "no match\n",
      "35600\n",
      "no match\n",
      "35700\n",
      "no match\n",
      "no match\n",
      "35800\n",
      "no match\n",
      "35900\n",
      "36000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "36100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "36200\n",
      "no match\n",
      "no match\n",
      "36300\n",
      "no match\n",
      "36400\n",
      "no match\n",
      "36500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "36600\n",
      "no match\n",
      "36700\n",
      "no match\n",
      "no match\n",
      "36800\n",
      "no match\n",
      "36900\n",
      "no match\n",
      "no match\n",
      "37000\n",
      "37100\n",
      "37200\n",
      "no match\n",
      "37300\n",
      "no match\n",
      "37400\n",
      "no match\n",
      "no match\n",
      "37500\n",
      "no match\n",
      "37600\n",
      "no match\n",
      "no match\n",
      "37700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "37800\n",
      "37900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38400\n",
      "no match\n",
      "no match\n",
      "38500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38700\n",
      "no match\n",
      "no match\n",
      "38800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "38900\n",
      "no match\n",
      "no match\n",
      "39000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "39100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "39200\n",
      "no match\n",
      "39300\n",
      "no match\n",
      "39400\n",
      "no match\n",
      "39500\n",
      "no match\n",
      "39600\n",
      "39700\n",
      "no match\n",
      "39800\n",
      "no match\n",
      "no match\n",
      "39900\n",
      "no match\n",
      "40000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40600\n",
      "no match\n",
      "40700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "40800\n",
      "no match\n",
      "40900\n",
      "no match\n",
      "41000\n",
      "no match\n",
      "no match\n",
      "41100\n",
      "41200\n",
      "no match\n",
      "41300\n",
      "no match\n",
      "41400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "41500\n",
      "no match\n",
      "no match\n",
      "41600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "41700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "41800\n",
      "no match\n",
      "41900\n",
      "no match\n",
      "42000\n",
      "42100\n",
      "42200\n",
      "42300\n",
      "no match\n",
      "42400\n",
      "no match\n",
      "42500\n",
      "42600\n",
      "42700\n",
      "42800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "42900\n",
      "43000\n",
      "no match\n",
      "43100\n",
      "43200\n",
      "no match\n",
      "43300\n",
      "43400\n",
      "no match\n",
      "no match\n",
      "43500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "43600\n",
      "no match\n",
      "43700\n",
      "no match\n",
      "no match\n",
      "43800\n",
      "43900\n",
      "no match\n",
      "no match\n",
      "44000\n",
      "no match\n",
      "44100\n",
      "no match\n",
      "no match\n",
      "44200\n",
      "no match\n",
      "no match\n",
      "44300\n",
      "no match\n",
      "44400\n",
      "no match\n",
      "44500\n",
      "no match\n",
      "no match\n",
      "44600\n",
      "44700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "44800\n",
      "no match\n",
      "no match\n",
      "44900\n",
      "45000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45400\n",
      "no match\n",
      "no match\n",
      "45500\n",
      "45600\n",
      "no match\n",
      "no match\n",
      "45700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "45900\n",
      "no match\n",
      "no match\n",
      "46000\n",
      "no match\n",
      "46100\n",
      "no match\n",
      "no match\n",
      "46200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "46300\n",
      "46400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "46500\n",
      "no match\n",
      "46600\n",
      "46700\n",
      "no match\n",
      "no match\n",
      "46800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "46900\n",
      "47000\n",
      "no match\n",
      "no match\n",
      "47100\n",
      "no match\n",
      "47200\n",
      "47300\n",
      "no match\n",
      "no match\n",
      "47400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "47500\n",
      "no match\n",
      "no match\n",
      "47600\n",
      "no match\n",
      "47700\n",
      "47800\n",
      "47900\n",
      "no match\n",
      "48000\n",
      "no match\n",
      "48100\n",
      "no match\n",
      "48200\n",
      "no match\n",
      "no match\n",
      "48300\n",
      "no match\n",
      "48400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "48500\n",
      "no match\n",
      "48600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "48700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "48800\n",
      "no match\n",
      "no match\n",
      "48900\n",
      "no match\n",
      "no match\n",
      "49000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "49100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "49200\n",
      "no match\n",
      "49300\n",
      "no match\n",
      "no match\n",
      "49400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "49500\n",
      "no match\n",
      "no match\n",
      "49600\n",
      "no match\n",
      "no match\n",
      "49700\n",
      "no match\n",
      "49800\n",
      "no match\n",
      "no match\n",
      "49900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "50000\n",
      "no match\n",
      "no match\n",
      "50100\n",
      "no match\n",
      "50200\n",
      "50300\n",
      "no match\n",
      "50400\n",
      "50500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "50600\n",
      "50700\n",
      "no match\n",
      "50800\n",
      "no match\n",
      "no match\n",
      "50900\n",
      "51000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "51100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "51200\n",
      "no match\n",
      "no match\n",
      "51300\n",
      "no match\n",
      "no match\n",
      "51400\n",
      "no match\n",
      "51500\n",
      "no match\n",
      "51600\n",
      "no match\n",
      "no match\n",
      "51700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "51800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "51900\n",
      "no match\n",
      "no match\n",
      "52000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "52100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "52200\n",
      "no match\n",
      "52300\n",
      "no match\n",
      "no match\n",
      "52400\n",
      "no match\n",
      "52500\n",
      "no match\n",
      "no match\n",
      "52600\n",
      "no match\n",
      "52700\n",
      "no match\n",
      "52800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "52900\n",
      "53000\n",
      "no match\n",
      "no match\n",
      "53100\n",
      "53200\n",
      "no match\n",
      "no match\n",
      "53300\n",
      "no match\n",
      "53400\n",
      "53500\n",
      "no match\n",
      "53600\n",
      "no match\n",
      "53700\n",
      "no match\n",
      "no match\n",
      "53800\n",
      "no match\n",
      "53900\n",
      "no match\n",
      "54000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "54100\n",
      "no match\n",
      "no match\n",
      "54200\n",
      "no match\n",
      "54300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "54400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "54500\n",
      "no match\n",
      "54600\n",
      "no match\n",
      "54700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "54800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "54900\n",
      "55000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "55100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "55200\n",
      "no match\n",
      "no match\n",
      "55300\n",
      "55400\n",
      "no match\n",
      "no match\n",
      "55500\n",
      "no match\n",
      "no match\n",
      "55600\n",
      "no match\n",
      "no match\n",
      "55700\n",
      "no match\n",
      "55800\n",
      "no match\n",
      "55900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "56000\n",
      "no match\n",
      "no match\n",
      "56100\n",
      "56200\n",
      "no match\n",
      "no match\n",
      "56300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "56400\n",
      "no match\n",
      "no match\n",
      "56500\n",
      "56600\n",
      "no match\n",
      "no match\n",
      "56700\n",
      "no match\n",
      "56800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "56900\n",
      "no match\n",
      "no match\n",
      "57000\n",
      "no match\n",
      "57100\n",
      "no match\n",
      "no match\n",
      "57200\n",
      "no match\n",
      "57300\n",
      "no match\n",
      "no match\n",
      "57400\n",
      "no match\n",
      "no match\n",
      "57500\n",
      "57600\n",
      "no match\n",
      "no match\n",
      "57700\n",
      "no match\n",
      "57800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "57900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "58000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "58100\n",
      "no match\n",
      "58200\n",
      "58300\n",
      "58400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "58500\n",
      "no match\n",
      "58600\n",
      "no match\n",
      "no match\n",
      "58700\n",
      "no match\n",
      "no match\n",
      "58800\n",
      "no match\n",
      "58900\n",
      "59000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "59100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "59200\n",
      "no match\n",
      "no match\n",
      "59300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "59400\n",
      "no match\n",
      "no match\n",
      "59500\n",
      "no match\n",
      "no match\n",
      "59600\n",
      "no match\n",
      "no match\n",
      "59700\n",
      "no match\n",
      "no match\n",
      "59800\n",
      "59900\n",
      "no match\n",
      "no match\n",
      "60000\n",
      "60100\n",
      "no match\n",
      "60200\n",
      "60300\n",
      "60400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "60500\n",
      "no match\n",
      "no match\n",
      "60600\n",
      "no match\n",
      "no match\n",
      "60700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "60800\n",
      "no match\n",
      "no match\n",
      "60900\n",
      "no match\n",
      "61000\n",
      "no match\n",
      "no match\n",
      "61100\n",
      "no match\n",
      "no match\n",
      "61200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "61300\n",
      "no match\n",
      "no match\n",
      "61400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "61500\n",
      "no match\n",
      "no match\n",
      "61600\n",
      "no match\n",
      "no match\n",
      "61700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "61800\n",
      "no match\n",
      "no match\n",
      "61900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "62000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "62100\n",
      "no match\n",
      "no match\n",
      "62200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "62300\n",
      "62400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "62500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "62600\n",
      "no match\n",
      "62700\n",
      "no match\n",
      "62800\n",
      "no match\n",
      "62900\n",
      "no match\n",
      "no match\n",
      "63000\n",
      "63100\n",
      "no match\n",
      "63200\n",
      "no match\n",
      "63300\n",
      "63400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "63500\n",
      "no match\n",
      "63600\n",
      "no match\n",
      "no match\n",
      "63700\n",
      "no match\n",
      "no match\n",
      "63800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "63900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "64000\n",
      "no match\n",
      "no match\n",
      "64100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "64200\n",
      "no match\n",
      "64300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "64400\n",
      "no match\n",
      "64500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "64600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "64700\n",
      "no match\n",
      "64800\n",
      "no match\n",
      "no match\n",
      "no match\n",
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      "64900\n",
      "no match\n",
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      "65000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "65100\n",
      "65200\n",
      "65300\n",
      "no match\n",
      "65400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "65500\n",
      "no match\n",
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      "65600\n",
      "no match\n",
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      "65700\n",
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      "65800\n",
      "no match\n",
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      "no match\n",
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      "65900\n",
      "no match\n",
      "no match\n",
      "66000\n",
      "66100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "66200\n",
      "no match\n",
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      "66300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "66400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "66500\n",
      "no match\n",
      "66600\n",
      "no match\n",
      "66700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "66800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "66900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "67000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
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      "67100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "67200\n",
      "67300\n",
      "67400\n",
      "no match\n",
      "no match\n",
      "67500\n",
      "67600\n",
      "no match\n",
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      "67700\n",
      "no match\n",
      "67800\n",
      "no match\n",
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      "67900\n",
      "no match\n",
      "no match\n",
      "68000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "68100\n",
      "no match\n",
      "no match\n",
      "68200\n",
      "no match\n",
      "68300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "68400\n",
      "no match\n",
      "no match\n",
      "68500\n",
      "no match\n",
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      "68600\n",
      "no match\n",
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      "68700\n",
      "no match\n",
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      "68800\n",
      "68900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "69000\n",
      "no match\n",
      "no match\n",
      "69100\n",
      "no match\n",
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      "69200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
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      "69300\n",
      "no match\n",
      "69400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "69500\n",
      "69600\n",
      "no match\n",
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      "no match\n",
      "no match\n",
      "no match\n",
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      "69700\n",
      "69800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "69900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "70000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "70100\n",
      "no match\n",
      "no match\n",
      "70200\n",
      "70300\n",
      "no match\n",
      "70400\n",
      "no match\n",
      "70500\n",
      "70600\n",
      "no match\n",
      "70700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "70800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "70900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "71000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "71100\n",
      "no match\n",
      "no match\n",
      "71200\n",
      "71300\n",
      "71400\n",
      "no match\n",
      "71500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "71600\n",
      "no match\n",
      "71700\n",
      "no match\n",
      "no match\n",
      "71800\n",
      "no match\n",
      "no match\n",
      "71900\n",
      "no match\n",
      "72000\n",
      "no match\n",
      "72100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "72200\n",
      "no match\n",
      "no match\n",
      "72300\n",
      "72400\n",
      "no match\n",
      "no match\n",
      "72500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "72600\n",
      "no match\n",
      "no match\n",
      "72700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "72800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "72900\n",
      "73000\n",
      "no match\n",
      "no match\n",
      "73100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "73200\n",
      "73300\n",
      "no match\n",
      "73400\n",
      "no match\n",
      "73500\n",
      "no match\n",
      "73600\n",
      "73700\n",
      "no match\n",
      "73800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "73900\n",
      "no match\n",
      "74000\n",
      "74100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "74200\n",
      "74300\n",
      "no match\n",
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      "no match\n",
      "no match\n",
      "74400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "74500\n",
      "no match\n",
      "no match\n",
      "74600\n",
      "74700\n",
      "no match\n",
      "no match\n",
      "74800\n",
      "no match\n",
      "74900\n",
      "no match\n",
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      "75000\n",
      "no match\n",
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      "no match\n",
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      "75100\n",
      "no match\n",
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      "75200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "75300\n",
      "no match\n",
      "75400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "75500\n",
      "no match\n",
      "75600\n",
      "no match\n",
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      "no match\n",
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      "no match\n",
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      "75700\n",
      "no match\n",
      "no match\n",
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      "75800\n",
      "75900\n",
      "no match\n",
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      "no match\n",
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      "76000\n",
      "76100\n",
      "no match\n",
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      "no match\n",
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      "no match\n",
      "no match\n",
      "76200\n",
      "no match\n",
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      "76300\n",
      "no match\n",
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      "no match\n",
      "no match\n",
      "76400\n",
      "no match\n",
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      "76500\n",
      "no match\n",
      "76600\n",
      "no match\n",
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      "76700\n",
      "no match\n",
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      "76800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
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      "76900\n",
      "no match\n",
      "no match\n",
      "77000\n",
      "no match\n",
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      "77100\n",
      "no match\n",
      "no match\n",
      "no match\n",
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      "77200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "77300\n",
      "77400\n",
      "77500\n",
      "no match\n",
      "77600\n",
      "77700\n",
      "77800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "77900\n",
      "no match\n",
      "no match\n",
      "78000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "78100\n",
      "78200\n",
      "no match\n",
      "no match\n",
      "78300\n",
      "no match\n",
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      "78400\n",
      "no match\n",
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      "78500\n",
      "no match\n",
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      "78600\n",
      "no match\n",
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      "78700\n",
      "no match\n",
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      "78800\n",
      "no match\n",
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      "78900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79100\n",
      "no match\n",
      "79200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79400\n",
      "no match\n",
      "79500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "79700\n",
      "79800\n",
      "no match\n",
      "79900\n",
      "80000\n",
      "no match\n",
      "80100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "80200\n",
      "no match\n",
      "80300\n",
      "no match\n",
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      "80400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "80500\n",
      "80600\n",
      "no match\n",
      "80700\n",
      "no match\n",
      "no match\n",
      "80800\n",
      "no match\n",
      "no match\n",
      "80900\n",
      "no match\n",
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      "81000\n",
      "no match\n",
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      "no match\n",
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      "no match\n",
      "no match\n",
      "81100\n",
      "no match\n",
      "81200\n",
      "no match\n",
      "81300\n",
      "81400\n",
      "no match\n",
      "81500\n",
      "no match\n",
      "no match\n",
      "81600\n",
      "no match\n",
      "no match\n",
      "81700\n",
      "no match\n",
      "no match\n",
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      "no match\n",
      "no match\n",
      "81800\n",
      "no match\n",
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      "81900\n",
      "no match\n",
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      "82000\n",
      "no match\n",
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      "no match\n",
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      "82100\n",
      "no match\n",
      "no match\n",
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      "82200\n",
      "no match\n",
      "82300\n",
      "no match\n",
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      "82400\n",
      "no match\n",
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      "82500\n",
      "no match\n",
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      "82600\n",
      "no match\n",
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      "82700\n",
      "no match\n",
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      "82800\n",
      "no match\n",
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      "82900\n",
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      "83000\n",
      "no match\n",
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      "83100\n",
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      "83200\n",
      "no match\n",
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      "83400\n",
      "no match\n",
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      "83700\n",
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      "83900\n",
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      "84000\n",
      "no match\n",
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      "84100\n",
      "no match\n",
      "84200\n",
      "no match\n",
      "84300\n",
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      "84400\n",
      "no match\n",
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      "84500\n",
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      "84600\n",
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      "84700\n",
      "no match\n",
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      "84800\n",
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      "84900\n",
      "no match\n",
      "no match\n",
      "85000\n",
      "85100\n",
      "85200\n",
      "no match\n",
      "85300\n",
      "85400\n",
      "85500\n",
      "no match\n",
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      "85600\n",
      "no match\n",
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      "no match\n",
      "no match\n",
      "85700\n",
      "no match\n",
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      "no match\n",
      "85800\n",
      "no match\n",
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      "85900\n",
      "no match\n",
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      "86000\n",
      "no match\n",
      "86100\n",
      "no match\n",
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      "86200\n",
      "no match\n",
      "86300\n",
      "no match\n",
      "no match\n",
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      "86400\n",
      "no match\n",
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      "86500\n",
      "no match\n",
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      "86600\n",
      "no match\n",
      "86700\n",
      "no match\n",
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      "86800\n",
      "no match\n",
      "86900\n",
      "no match\n",
      "87000\n",
      "no match\n",
      "87100\n",
      "no match\n",
      "87200\n",
      "87300\n",
      "no match\n",
      "87400\n",
      "no match\n",
      "87500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "87600\n",
      "87700\n",
      "no match\n",
      "87800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "87900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "88000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "88100\n",
      "no match\n",
      "88200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "88300\n",
      "no match\n",
      "no match\n",
      "88400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "88500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "88600\n",
      "no match\n",
      "no match\n",
      "88700\n",
      "no match\n",
      "88800\n",
      "no match\n",
      "no match\n",
      "88900\n",
      "no match\n",
      "89000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "89100\n",
      "no match\n",
      "no match\n",
      "89200\n",
      "89300\n",
      "89400\n",
      "no match\n",
      "89500\n",
      "89600\n",
      "no match\n",
      "89700\n",
      "no match\n",
      "89800\n",
      "89900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "90000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "90100\n",
      "90200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "90300\n",
      "no match\n",
      "90400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "90500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "90600\n",
      "no match\n",
      "90700\n",
      "no match\n",
      "90800\n",
      "no match\n",
      "no match\n",
      "90900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91000\n",
      "no match\n",
      "91100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91500\n",
      "91600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "91700\n",
      "no match\n",
      "91800\n",
      "no match\n",
      "no match\n",
      "91900\n",
      "no match\n",
      "no match\n",
      "92000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92100\n",
      "no match\n",
      "92200\n",
      "no match\n",
      "no match\n",
      "92300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92400\n",
      "no match\n",
      "no match\n",
      "92500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "92900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "93000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "93100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "93200\n",
      "no match\n",
      "no match\n",
      "93300\n",
      "no match\n",
      "93400\n",
      "93500\n",
      "93600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "93700\n",
      "no match\n",
      "93800\n",
      "no match\n",
      "93900\n",
      "94000\n",
      "no match\n",
      "94100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94300\n",
      "no match\n",
      "94400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94700\n",
      "no match\n",
      "94800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "94900\n",
      "no match\n",
      "95000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "95100\n",
      "no match\n",
      "no match\n",
      "95200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "95300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "95400\n",
      "no match\n",
      "95500\n",
      "no match\n",
      "no match\n",
      "95600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "95700\n",
      "no match\n",
      "95800\n",
      "no match\n",
      "no match\n",
      "95900\n",
      "96000\n",
      "no match\n",
      "96100\n",
      "no match\n",
      "no match\n",
      "96200\n",
      "no match\n",
      "no match\n",
      "96300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "96400\n",
      "no match\n",
      "96500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "96600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "96700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "96800\n",
      "no match\n",
      "no match\n",
      "96900\n",
      "no match\n",
      "97000\n",
      "97100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "97200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "97300\n",
      "no match\n",
      "97400\n",
      "no match\n",
      "no match\n",
      "97500\n",
      "no match\n",
      "97600\n",
      "no match\n",
      "97700\n",
      "no match\n",
      "no match\n",
      "97800\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "97900\n",
      "98000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98200\n",
      "98300\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98400\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98500\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "98800\n",
      "no match\n",
      "98900\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99000\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99100\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99200\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99300\n",
      "99400\n",
      "no match\n",
      "99500\n",
      "no match\n",
      "99600\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99700\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "no match\n",
      "99800\n",
      "99900\n",
      "no match\n"
     ]
    }
   ],
   "source": [
    "uid1 = []\n",
    "sure1 = []\n",
    "for i in range(list(EPData.shape)[0]):\n",
    "    user = user_id.loc[user_id['created']==EPData['created'][i],]\n",
    "    user = user.loc[user['gender']==EPData['gender'][i],]\n",
    "    user = user.loc[user['birthdate']==EPData['birthdate'][i],]\n",
    "    luser = user.loc[user['last_login']>=EPData['last_login'][i],] \n",
    "    #suppose members.csv is collected later than EPData\n",
    "    if list(luser.shape)[0]==1:\n",
    "        ui = int(luser['mid'])\n",
    "        sr = True\n",
    "    elif list(luser.shape)[0]>1: \n",
    "        # if there are more than 1 matches,choose the closest in time\n",
    "        # print \"replicate!!\"\n",
    "        loginsorts = zip(luser['last_login'], luser['mid'])\n",
    "        ui = list(sorted(loginsorts, key=lambda loginsorts: loginsorts[0])[0])[1]\n",
    "        sr = False    \n",
    "    else:\n",
    "        print \"no match\"\n",
    "        ui = 0\n",
    "        sr = True\n",
    "    uid1.append(ui)\n",
    "    sure1.append(sr)\n",
    "    if i%100==0:\n",
    "        print i"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "EPData['uid'] = uid1\n",
    "EPData['certainty'] = sure1\n",
    "EPData.to_csv(\"../First100000_with_id.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(97865, 21)"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "EPData.loc[EPData['uid']>0,].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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