{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c5ec989d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[33mWARNING: You are using pip version 21.1.3; however, version 22.3.1 is available.\r\n",
      "You should consider upgrading via the '/Users/schadem/.pyenv/versions/lending-test/bin/python -m pip install --upgrade pip' command.\u001b[0m\r\n"
     ]
    }
   ],
   "source": [
    "!python -m pip install -q amazon-textract-response-parser amazon-textract-caller amazon-textract-prettyprinter boto3 --upgrade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d87424b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import boto3\n",
    "from textractcaller import call_textract_lending\n",
    "from textractprettyprinter.t_pretty_print import convert_lending_from_trp2\n",
    "import trp.trp2_lending as tl\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7133379e",
   "metadata": {},
   "source": [
    "## Process Lending Document\n",
    "\n",
    "Using the Textract Caller"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "60af70ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "input_file = \"s3://sdx-textract-us-east-1/lending-package.pdf\"\n",
    "textract_client = boto3.client('textract', region_name='us-east-1')\n",
    "textract_json = call_textract_lending(input_document=input_file, boto3_textract_client=textract_client)\n",
    "\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "fad87cfc",
   "metadata": {},
   "source": [
    "## Convert the Textract Analyze Lending response to a flattened array for CSV export\n",
    "\n",
    "Using the Textract PrettyPrinter\n",
    "\n",
    "The ```convert_lending_from_trp2()``` method returns a list of [{page_classification}_{page_number_within_document_type}, page_number_in_document, key, key_confidence, value, value_confidence, key-bounding-box.top, key-bounding-box.height, key-bb.width, key-bb.left, value-bounding-box.top, value-bb.height, value-bb.width, value-bb.left]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "d5031674",
   "metadata": {},
   "outputs": [],
   "source": [
    "trp2_doc: tl.TFullLendingDocument = tl.TFullLendingDocumentSchema().load(textract_json)\n",
    "lending_array = convert_lending_from_trp2(trp2_doc)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ddde062e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['1003_1', '1', 'CURRENT_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_STREET', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_RENT_AMOUNT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_OWN_HOUSING', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_NO_PRIMARY_HOUSING_EXPENSE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_EMPLOYER_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_EMPLOYER_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_RENT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_OWN_HOUSING', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'CURRENT_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_STREET', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'MAILING_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'FORMER_NO_PRIMARY_HOUSING_EXPENSE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'EMPLOYMENT_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'Conventional', '52.945472717285156', 'SELECTED', '99.64579010009766', '0.27858206629753113', '0.0064147524535655975', '0.07048405706882477', '0.7641653418540955', '0.27849748730659485', '0.006825574673712254', '0.011251268908381462', '0.7512717843055725']\n",
      "['1003_1', '1', 'Loan Term', '52.058773040771484', '30 years', '52.058773040771484', '0.2404429167509079', '0.006078666541725397', '0.05136556178331375', '0.6824132800102234', '0.24113592505455017', '0.007571129128336906', '0.044512081891298294', '0.7442831993103027']\n",
      "['1003_1', '1', 'Date Issued', '48.20014953613281', '10/30/2018', '48.20014953613281', '0.2405199259519577', '0.005903982557356358', '0.05879826098680496', '0.11130617558956146', '0.24082593619823456', '0.006672641262412071', '0.06082717329263687', '0.23640485107898712']\n",
      "['1003_1', '1', 'Purpose', '48.07332992553711', 'Purchase', '48.07332992553711', '0.25046810507774353', '0.006662430707365274', '0.041538432240486145', '0.6823438405990601', '0.25082266330718994', '0.006697659380733967', '0.04832205921411514', '0.7450947761535645']\n",
      "['1003_1', '1', 'FHA', '47.619049072265625', 'NOT_SELECTED', '99.88705444335938', '0.27859869599342346', '0.006014703772962093', '0.02291223779320717', '0.8561431169509888', '0.27863481640815735', '0.006690583191812038', '0.01124392170459032', '0.8428518772125244']\n",
      "['1003_1', '1', 'Product', '47.048439025878906', 'Fixed Rate', '47.048439025878906', '0.25961217284202576', '0.006067623849958181', '0.04109989106655121', '0.6822074055671692', '0.2598462700843811', '0.006835720036178827', '0.05498345568776131', '0.7449338436126709']\n",
      "['1003_1', '1', 'Property', '45.74673843383789', '', '1', '0.288837194442749', '0.006798692513257265', '0.04503284767270088', '0.111033134162426', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'Sale Price', '44.99319076538086', '$127,500', '44.99319076538086', '0.3121488392353058', '0.005668977275490761', '0.049373287707567215', '0.11244917660951614', '0.3120807707309723', '0.007638391572982073', '0.04900331795215607', '0.23522967100143433']\n",
      "['1003_1', '1', 'Closing Date', '44.01437759399414', '10/29/2018', '44.01437759399414', '0.25017741322517395', '0.00697978725656867', '0.06317999958992004', '0.11155202984809875', '0.25022202730178833', '0.006835845299065113', '0.06121028587222099', '0.23785023391246796']\n",
      "['1003_1', '1', 'Disbursement Date', '43.58445739746094', '10/31/2018', '43.58445739746094', '0.25952258706092834', '0.006128517910838127', '0.09693995863199234', '0.1112995445728302', '0.25982603430747986', '0.00687571382150054', '0.06142839044332504', '0.23652887344360352']\n",
      "['1003_1', '1', 'Loan ID #', '43.41514205932617', '067786', '43.41514205932617', '0.2977014183998108', '0.010561578907072544', '0.046940479427576065', '0.6833105087280273', '0.2987362742424011', '0.006387500092387199', '0.03831343725323677', '0.7463759779930115']\n",
      "['1003_1', '1', 'VA', '43.311580657958984', 'NOT_SELECTED', '99.8342056274414', '0.28826361894607544', '0.005870302207767963', '0.015357131138443947', '0.76360023021698', '0.28822630643844604', '0.0065509420819580555', '0.011233415454626083', '0.7514081597328186']\n",
      "['1003_1', '1', 'Lender', '43.19590377807617', '', '1', '0.2981806993484497', '0.005993590224534273', '0.03725486621260643', '0.3873029053211212', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'Settlement Agent', '42.585201263427734', '', '1', '0.26926207542419434', '0.007146625313907862', '0.09052417427301407', '0.11032717674970627', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'File #', '41.6834602355957', '99-5655901', '41.6834602355957', '0.27886587381362915', '0.006135896779596806', '0.027023734524846077', '0.11127129197120667', '0.2786145508289337', '0.007309420499950647', '0.06241660565137863', '0.23497654497623444']\n",
      "['1003_1', '1', 'Borrower', '39.65107345581055', '', '1', '0.24053236842155457', '0.005843997001647949', '0.04778046905994415', '0.38844534754753113', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'Seller', '37.719932556152344', '', '1', '0.26932355761528015', '0.00597219355404377', '0.029418399557471275', '0.38817664980888367', '0', '0', '0', '0']\n",
      "['1003_1', '1', \"Homeowner's Insurance\", '27.002853393554688', 'SELECTED', '99.84004974365234', '0.6693333983421326', '0.007106441538780928', '0.14488525688648224', '0.488366961479187', '0.6697171926498413', '0.007580980658531189', '0.01257586944848299', '0.4739431142807007']\n",
      "['1003_1', '1', 'Property Taxes', '25.328317642211914', 'SELECTED', '99.47364044189453', '0.6572601795196533', '0.008168977685272694', '0.08850856870412827', '0.48857438564300537', '0.6575220227241516', '0.007224081549793482', '0.012805373407900333', '0.4734364449977875']\n",
      "['1003_1', '1', 'Monthly Principal & Interest See Projected Payments below for your Estimated Total Monthly Payment', '17.674489974975586', '$571.17 NO', '17.674489974975586', '0.41001397371292114', '0.03059648722410202', '0.1982806771993637', '0.11679824441671371', '0.4086975157260895', '0.0106730991974473', '0.18566042184829712', '0.33021098375320435']\n",
      "['1003_1', '1', 'Includes Closing Costs. See Calculating Cash to Close on page 3 for details.', '17.504966735839844', '-$134.16', '17.504966735839844', '0.7929207682609558', '0.00911299791187048', '0.41644561290740967', '0.45786184072494507', '0.79142165184021', '0.01035218220204115', '0.07350742071866989', '0.32180845737457275']\n",
      "['1003_1', '1', 'Other:', '17.42485237121582', '', '1', '0.6824858784675598', '0.006960928440093994', '0.036720432341098785', '0.4875193238258362', '0', '0', '0', '0']\n",
      "['1003_1', '1', 'Balloon Payment', '16.05923080444336', 'NO', '16.05923080444336', '0.49026423692703247', '0.008126371540129185', '0.10927940905094147', '0.11963006854057312', '0.49071019887924194', '0.007477341685444117', '0.026034275069832802', '0.48970556259155273']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'BORROWER_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'BORROWER_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'COMPANY_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'COMPANY_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'COMPANY_PHONE_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'ACCOUNT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'PAYMENT_DUE_DATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'CURRENT_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'MINIMUM_PAYMENT_DUE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'PAST_DUE_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'PREVIOUS_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'PAYMENT_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'CASH_ADVANCES_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'BALANCE_TRANSFER_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'FEES_CHARGED_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'INTEREST_CHARGED', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'STATEMENT_PERIOD', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'AVAILABLE_CREDIT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['CREDIT_CARD_STATEMENT_2', '2', 'BALANCE_OVER_CREDIT_ACCESS_LINE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'OTHER_ASSETS_AND_CREDITS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'LIABILITIES_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'OTHER_LIABILITIES_AND_EXPENSES_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'ASSETS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'OTHER_ASSETS_AND_CREDITS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'From', '85.73400115966797', 'NOT_SELECTED', '56.865074157714844', '0.8054133653640747', '0.006119603756815195', '0.028527146205306053', '0.21271903812885284', '0.8047717213630676', '0.007248035632073879', '0.012974114157259464', '0.19724228978157043']\n",
      "['1003_3', '3', 'Total Paid Already by or on Behalf of Borrower at Closing (L)', '85.43344116210938', '-$133,004.20', '85.43344116210938', '0.7938253283500671', '0.007299923337996006', '0.26570427417755127', '0.11334501951932907', '0.79273921251297', '0.006771996151655912', '0.05996904894709587', '0.4177601933479309']\n",
      "['1003_3', '3', 'Total Due from Borrower at Closing (K)', '83.77774810791016', '$132,870.04', '83.77774810791016', '0.7829670310020447', '0.006901572924107313', '0.1717735379934311', '0.11293348670005798', '0.7826442122459412', '0.006563979666680098', '0.05881340056657791', '0.41949716210365295']\n",
      "['1003_3', '3', 'Total Due from Seller at Closing (N)', '80.08223724365234', '-$8,817.03', '80.08223724365234', '0.7935101985931396', '0.007454555481672287', '0.17092011868953705', '0.5234348773956299', '0.7928555607795715', '0.006777328439056873', '0.04902903363108635', '0.8362093567848206']\n",
      "['1003_3', '3', 'Total Due to Seller at Closing (M)', '77.38505554199219', '$127,500.00', '77.38505554199219', '0.7828000783920288', '0.00731320958584547', '0.1603974848985672', '0.5227528214454651', '0.7832837700843811', '0.006632066797465086', '0.05979668349027634', '0.8250769972801208']\n",
      "['1003_3', '3', 'To Seller', '77.26563262939453', '$118,682.97', '77.26563262939453', '0.8049691915512085', '0.006560197565704584', '0.05167330428957939', '0.624038815498352', '0.8033913969993591', '0.007322216872125864', '0.06348969042301178', '0.8211071491241455']\n",
      "['1003_3', '3', 'To Borrower', '75.69401550292969', '$134.16', '75.69401550292969', '0.8051074743270874', '0.0063026584684848785', '0.06760355085134506', '0.2640969157218933', '0.8037609457969666', '0.006510829087346792', '0.0420687198638916', '0.436123251914978']\n",
      "['1003_3', '3', 'From', '73.04242706298828', '', '1', '0.8048612475395203', '0.006165873724967241', '0.030545208603143692', '0.57233726978302', '0', '0', '0', '0']\n",
      "['1003_3', '3', '01 Deposit', '72.0706787109375', '$1,000.00', '72.0706787109375', '0.5767378807067871', '0.006721322424709797', '0.05704151466488838', '0.1167062297463417', '0.5765335559844971', '0.006665938533842564', '0.04678848013281822', '0.43108588457107544']\n",
      "['1003_3', '3', '02 Loan Amount', '66.14928436279297', '$102,000.00', '66.14928436279297', '0.5861397981643677', '0.005812264513224363', '0.08661964535713196', '0.11645205318927765', '0.5867838859558105', '0.006669564172625542', '0.057709310203790665', '0.4198887348175049']\n",
      "['1003_3', '3', 'L. Paid Already by or on Behalf of Borrower at Closing', '64.54428100585938', '$133,004.20', '64.54428100585938', '0.5656858682632446', '0.007482654415071011', '0.2790106236934662', '0.11641453951597214', '0.5667480826377869', '0.00702855596318841', '0.0636834055185318', '0.4141140282154083']\n",
      "['1003_3', '3', '08 TITLE INSURANCE PREM. ADJUSTMENT', '63.432395935058594', '$411.00', '63.432395935058594', '0.663297712802887', '0.006341282278299332', '0.20428776741027832', '0.11690083891153336', '0.6636043787002563', '0.006482356693595648', '0.037968095391988754', '0.4395196735858917']\n",
      "['1003_3', '3', '09 Buyer Funds', '62.676029205322266', '$29,342.17', '62.676029205322266', '0.6731175184249878', '0.007371733896434307', '0.07816193252801895', '0.11619637906551361', '0.6732507944107056', '0.006479931995272636', '0.05140788480639458', '0.4261508285999298']\n",
      "['1003_3', '3', 'K. Due from Borrower at Closing', '62.53509521484375', '$132,870.04', '62.53509521484375', '0.3887535333633423', '0.006989175919443369', '0.1644962579011917', '0.11636623740196228', '0.38797008991241455', '0.0065754735842347145', '0.06439372152090073', '0.41356590390205383']\n",
      "['1003_3', '3', '01 Sale Price of Property', '60.149757385253906', '$127,500.00', '60.149757385253906', '0.39989590644836426', '0.006965059787034988', '0.12258711457252502', '0.1168149784207344', '0.3996027112007141', '0.006391097325831652', '0.0583544559776783', '0.42018625140190125']\n",
      "['1003_3', '3', 'M. Due to Seller at Closing', '46.700504302978516', '$127,500.00', '46.700504302978516', '0.38880637288093567', '0.006929637864232063', '0.13506793975830078', '0.5213150978088379', '0.3880976736545563', '0.006841568276286125', '0.06383463740348816', '0.8204034566879272']\n",
      "['1003_3', '3', 'N. Due from Seller at Closing', '44.78791427612305', '$8,817.03', '44.78791427612305', '0.5659732222557068', '0.007267963141202927', '0.15345622599124908', '0.5226082801818848', '0.5663269758224487', '0.00695052370429039', '0.05043458938598633', '0.8336261510848999']\n",
      "['1003_3', '3', '03 Closing Costs Paid at Closing (J)', '44.57967758178711', '$5,370.04', '44.57967758178711', '0.41906121373176575', '0.007155625615268946', '0.17426081001758575', '0.11579129844903946', '0.4188695549964905', '0.0068036336451768875', '0.04583606868982315', '0.4314487874507904']\n",
      "['1003_3', '3', '01 Sale Price of Property', '42.765663146972656', '$127,500.00', '42.765663146972656', '0.399705171585083', '0.006892639212310314', '0.12371155619621277', '0.5229800939559937', '0.3988147974014282', '0.006419450975954533', '0.05805857107043266', '0.8261566758155823']\n",
      "['1003_3', '3', '09 City/Town Taxes', '39.84251022338867', 'to', '39.84251022338867', '0.4864847660064697', '0.0068899765610694885', '0.10354196280241013', '0.5239695310592651', '0.48720139265060425', '0.00471798051148653', '0.010987075045704842', '0.6843457221984863']\n",
      "['1003_3', '3', '03 Existing Loan(s) Assumed or Taken Subject to', '38.82234573364258', '', '1', '0.5957384705543518', '0.007391872815787792', '0.2388913631439209', '0.11713831126689911', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'Adjustments for Items Unpaid by Seller', '37.32695770263672', '12 City/Town Taxes to 13 County Taxes 07/01/18 to 10/31/18 $251.03 14 Assessments to 15 16', '37.32695770263672', '0.7012702822685242', '0.007730817887932062', '0.2049606442451477', '0.11680547147989273', '0.7116302251815796', '0.045751944184303284', '0.35862210392951965', '0.11844995617866516']\n",
      "['1003_3', '3', 'City/Town Taxes', '36.442481994628906', 'to', '36.442481994628906', '0.48651620745658875', '0.006739529315382242', '0.08063336461782455', '0.14600054919719696', '0.4869522154331207', '0.0050254943780601025', '0.013509213924407959', '0.2760595679283142']\n",
      "['1003_3', '3', '02 Closing Costs Paid at Closing (J)', '35.2435417175293', '$8,155.00', '35.2435417175293', '0.5863506197929382', '0.007137659005820751', '0.17228122055530548', '0.524013876914978', '0.5871884226799011', '0.0066436175256967545', '0.04601765796542168', '0.8386271595954895']\n",
      "['1003_3', '3', '09 TITLE INSURANCE PREM. ADJUSTMENT', '33.79356384277344', '$411.00', '33.79356384277344', '0.6535854935646057', '0.00635386211797595', '0.20384187996387482', '0.5227563977241516', '0.654828667640686', '0.006552933715283871', '0.03806368261575699', '0.8464168310165405']\n",
      "['1003_3', '3', 'Assessments', '33.10411071777344', 'to', '33.10411071777344', '0.5059909820556641', '0.005750032141804695', '0.06619793176651001', '0.5461593270301819', '0.5067324638366699', '0.005129510071128607', '0.010660062544047832', '0.6850900053977966']\n",
      "['1003_3', '3', 'Assessments', '32.747962951660156', 'to', '32.747962951660156', '0.5058998465538025', '0.005673336796462536', '0.06549040973186493', '0.1462756097316742', '0.5066710710525513', '0.004894247278571129', '0.011827399954199791', '0.2774742841720581']\n",
      "['1003_3', '3', '09 County Taxes', '32.72073745727539', 'to', '32.72073745727539', '0.495853453874588', '0.007240728009492159', '0.0930706113576889', '0.12026212364435196', '0.4966239631175995', '0.004900636151432991', '0.011742453090846539', '0.2775794565677643']\n",
      "['1003_3', '3', '10 County Taxes', '31.612808227539062', 'to', '31.612808227539062', '0.4960438311100006', '0.007087163161486387', '0.09007953107357025', '0.5237236618995667', '0.4967767298221588', '0.004861156921833754', '0.010592218488454819', '0.6847443580627441']\n",
      "['1003_3', '3', 'Assessments', '30.339384078979492', 'to', '30.339384078979492', '0.7308685779571533', '0.0057211630046367645', '0.0639365091919899', '0.5554502010345459', '0.731732964515686', '0.0046350350603461266', '0.011089757084846497', '0.6852250099182129']\n",
      "['1003_3', '3', 'County Taxes 07/01/18 to 10/31/18', '27.003711700439453', '$251.03', '27.003711700439453', '0.7209962010383606', '0.006887717172503471', '0.18725956976413727', '0.5536990165710449', '0.7214437127113342', '0.006357191596180201', '0.03932901471853256', '0.8460596799850464']\n",
      "['1003_3', '3', '04', '25.578489303588867', '', '1', '0.4286435842514038', '0.005682171788066626', '0.013258262537419796', '0.11602243036031723', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'City/Town Taxes', '25.10133934020996', 'to', '25.10133934020996', '0.7114171385765076', '0.0068081519566476345', '0.07953320443630219', '0.5553135275840759', '0.7119764089584351', '0.0050436886958777905', '0.01901574805378914', '0.6750063896179199']\n",
      "['1003_3', '3', 'Cash to Close', '23.50194549560547', '$31,333.00 -$134.16', '23.50194549560547', '0.33109456300735474', '0.005648078862577677', '0.0682840645313263', '0.11672619730234146', '0.33083704113960266', '0.007026703096926212', '0.14462339878082275', '0.34414833784103394']\n",
      "['1003_3', '3', '04 Lender Credit/Tolerance Cure', '23.262723922729492', '', '1', '0.6055158376693726', '0.007324520964175463', '0.16119274497032166', '0.11420582979917526', '0', '0', '0', '0']\n",
      "['1003_3', '3', '02 Sale Price of Any Personal Property Included in Sale', '22.771224975585938', '03 04 05 06 07', '22.771224975585938', '0.4091936945915222', '0.0073341685347259045', '0.2685225307941437', '0.5241928100585938', '0.4202442169189453', '0.04970147833228111', '0.36652156710624695', '0.5190996527671814']\n",
      "['1003_3', '3', '11', '22.229021072387695', '', '1', '0.6918787956237793', '0.005918595008552074', '0.010691859759390354', '0.11742203682661057', '0', '0', '0', '0']\n",
      "['1003_3', '3', 'Adjustments', '21.94240379333496', '05 06 07', '21.94240379333496', '0.43843770027160645', '0.007057707756757736', '0.06749556213617325', '0.11620292067527771', '0.4472002387046814', '0.024683838710188866', '0.3638409972190857', '0.11540485173463821']\n",
      "['1003_3', '3', '06', '20.932701110839844', '', '1', '0.6340876817703247', '0.005167919676750898', '0.01313869934529066', '0.11543364822864532', '0', '0', '0', '0']\n",
      "['1003_3', '3', '02 Sale Price of Any Personal Property Included in Sale', '19.00313949584961', '', '1', '0.40897637605667114', '0.007611807901412249', '0.2680235207080841', '0.11845479160547256', '0', '0', '0', '0']\n",
      "['1003_3', '3', '01 Excess Deposit', '16.576122283935547', '', '1', '0.576440155506134', '0.006798716261982918', '0.09080112725496292', '0.5237029194831848', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'PAY_PERIOD_START_DATE', '1', '02/09/2019', '99.0', '0', '0', '0', '0', '0.16937163472175598', '0.00801795907318592', '0.05528669431805611', '0.7656132578849792']\n",
      "['PAYSLIPS_undetected', '6', 'PAY_PERIOD_END_DATE', '1', '02/15/2019', '99.0', '0', '0', '0', '0', '0.16938886046409607', '0.008018054068088531', '0.05528790131211281', '0.8364472985267639']\n",
      "['PAYSLIPS_undetected', '6', 'PAY_DATE', '1', '02/22/2019', '99.0', '0', '0', '0', '0', '0.7064055800437927', '0.008024580776691437', '0.0552930049598217', '0.8151674866676331']\n",
      "['PAYSLIPS_undetected', '6', 'BORROWER_NAME', '1', 'Justin Hileman', '100.0', '0', '0', '0', '0', '0.16922029852867126', '0.007353626657277346', '0.06952618807554245', '0.14286436140537262']\n",
      "['PAYSLIPS_undetected', '6', 'BORROWER_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'COMPANY_NAME', '1', 'LOCKHEED MARTIN Enterprise Business Services', '27.000001907348633', '0', '0', '0', '0', '0.09263897687196732', '0.02806125022470951', '0.19954563677310944', '0.658947229385376']\n",
      "['PAYSLIPS_undetected', '6', 'COMPANY_ADDRESS', '1', 'Enterprise Business Services P.O. Box 33003 Lakeland, FL 33807-3003', '57.0', '0', '0', '0', '0', '0.11198251694440842', '0.02871360443532467', '0.13432763516902924', '0.6602380275726318']\n",
      "['PAYSLIPS_undetected', '6', 'FEDERAL_FILING_STATUS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'STATE_FILING_STATUS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'CURRENT_GROSS_PAY', '1', '2,903.00', '98.0', '0', '0', '0', '0', '0.6228336691856384', '0.008018667809665203', '0.042326342314481735', '0.261904776096344']\n",
      "['PAYSLIPS_undetected', '6', 'YTD_GROSS_PAY', '1', '24,192.15', '98.0', '0', '0', '0', '0', '0.6375080347061157', '0.008020341396331787', '0.04707706347107887', '0.25671765208244324']\n",
      "['PAYSLIPS_undetected', '6', 'CURRENT_NET_PAY', '1', '1,421.93', '96.0', '0', '0', '0', '0', '0.6226903200149536', '0.008352772332727909', '0.04147005453705788', '0.8583810925483704']\n",
      "['PAYSLIPS_undetected', '6', 'YTD_NET_PAY', '1', '11,964.91', '98.0', '0', '0', '0', '0', '0.6373661756515503', '0.008354585617780685', '0.046653687953948975', '0.853194534778595']\n",
      "['PAYSLIPS_undetected', '6', 'REGULAR_HOURLY_RATE', '1', '72.575000', '90.0', '0', '0', '0', '0', '0.23797239363193512', '0.00735001266002655', '0.05052968114614487', '0.35357919335365295']\n",
      "['PAYSLIPS_undetected', '6', 'HOLIDAY_HOURLY_RATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'YTD_CHILD_SUPPORT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'YTD_GARNISHMENTS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'CURRENT_CHILD_SUPPORT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'CURRENT_GARNISHMENTS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'WARNINGS_MESSAGES_NOTES', '1', 'For questions or concerns, please contact the following: Lockheed Martin Employee Service Center (LMESC) at 1-866-562-2363. Overseas employees may call 201-242-4397. TDD services are available at 800-TDD-TDD4. Representatives will assist you 8am', '65.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['PAYSLIPS_undetected', '6', 'CURRENT_REGULAR_PAY', '1', '2,903.00', '78.0', '0', '0', '0', '0', '0.23799338936805725', '0.008348439820110798', '0.04189377650618553', '0.4360644817352295']\n",
      "['PAYSLIPS_undetected', '6', 'YTD_REGULAR_PAY', '1', '17,236.56', '98.0', '0', '0', '0', '0', '0.23803779482841492', '0.008350120857357979', '0.04751063883304596', '0.6105441451072693']\n",
      "['W_2_undetected', '7', 'FORM_YEAR', '1', '2019', '75.0', '0', '0', '0', '0', '0.1074867770075798', '0.01606421172618866', '0.06006704270839691', '0.26262491941452026']\n",
      "['W_2_undetected', '7', 'EMPLOYEE_SSN', '1', '333-22-4444', '94.0', '0', '0', '0', '0', '0.2910195291042328', '0.0057127391919493675', '0.0501214936375618', '0.23905906081199646']\n",
      "['W_2_undetected', '7', 'EMPLOYER_EIN', '1', 'A 392', '55.0', '0', '0', '0', '0', '0.14250651001930237', '0.007404707837849855', '0.07820300757884979', '0.25877416133880615']\n",
      "['W_2_undetected', '7', 'EMPLOYER_NAME', '1', 'John \"Gullibe\" Doe', '88.0', '0', '0', '0', '0', '0.16766737401485443', '0.006741752382367849', '0.0838150903582573', '0.08599856495857239']\n",
      "['W_2_undetected', '7', 'EMPLOYER_ADDRESS', '1', 'PO Box 65502 421 E Drachman Tuczon AZ 87705-7598', '62.0', '0', '0', '0', '0', '0.18767842650413513', '0.025098739191889763', '0.09247486293315887', '0.08601900935173035']\n",
      "['W_2_undetected', '7', 'EMPLOYEE_NAME', '1', 'Jenny Brown', '98.0', '0', '0', '0', '0', '0.24542930722236633', '0.007384886033833027', '0.05487256497144699', '0.0860779657959938']\n",
      "['W_2_undetected', '7', 'EMPLOYEE_ADDRESS', '1', '100 Main street Po Box 1022 Seatle WA 98104', '84.0', '0', '0', '0', '0', '0.25509101152420044', '0.025081926956772804', '0.07173962146043777', '0.08651985973119736']\n",
      "['W_2_undetected', '7', 'WAGES', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'FEDERAL_INCOME_TAX_WITHHELD_AMOUNT', '1', '12881.86', '52.0', '0', '0', '0', '0', '0.3096652328968048', '0.007046323269605637', '0.04882777854800224', '0.2891945242881775']\n",
      "['W_2_undetected', '7', 'SOCIAL_SECURITY_WAGES_AMOUNT', '1', '87712.95', '58.999996185302734', '0', '0', '0', '0', '0.3281315565109253', '0.007379458751529455', '0.04839429259300232', '0.14707688987255096']\n",
      "['W_2_undetected', '7', 'SOCIAL_SECURITY_TAXES_WITHHELD_AMOUNT', '1', '5438.20', '67.0', '0', '0', '0', '0', '0.5377888679504395', '0.00704086571931839', '0.04192494601011276', '0.8762206435203552']\n",
      "['W_2_undetected', '7', 'SOCIAL_SECURITY_TAXES_WITHHELD_AMOUNT', '1', '5438.20', '67.0', '0', '0', '0', '0', '0.32835128903388977', '0.007040719967335463', '0.041915412992239', '0.2952630817890167']\n",
      "['W_2_undetected', '7', 'SOCIAL_SECURITY_TAXES_WITHHELD_AMOUNT', '1', '5438.20', '67.0', '0', '0', '0', '0', '0.53757244348526', '0.007374715059995651', '0.04278213158249855', '0.2950558662414551']\n",
      "['W_2_undetected', '7', 'MEDICARE_WAGES_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'MEDICARE_TAX_WITHHELD_AMOUNT', '1', '1271.84', '36.0', '0', '0', '0', '0', '0.3457021415233612', '0.007040342316031456', '0.0414835587143898', '0.29571375250816345']\n",
      "['W_2_undetected', '7', 'MEDICARE_TAX_WITHHELD_AMOUNT', '1', '1271.84', '36.0', '0', '0', '0', '0', '0.5552592277526855', '0.007039973512291908', '0.04148577153682709', '0.29593899846076965']\n",
      "['W_2_undetected', '7', 'MEDICARE_TAX_WITHHELD_AMOUNT', '1', '1271.84', '36.0', '0', '0', '0', '0', '0.5550341606140137', '0.0070402370765805244', '0.041489385068416595', '0.5862954258918762']\n",
      "['W_2_undetected', '7', 'SOCIAL_SECURITY_TIP_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'ALLOCATED_TIPS_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'DEPENDENT_CARE_BENEFITS_AMOUNT', '1', '3400.02', '58.0', '0', '0', '0', '0', '0.7020962238311768', '0.007040040567517281', '0.041919395327568054', '0.2952326536178589']\n",
      "['W_2_undetected', '7', 'EMPLOYER_STATE_ID_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'STATE', '1', 'WA', '83.0', '0', '0', '0', '0', '0.4499988853931427', '0.007022928912192583', '0.01988043449819088', '0.07851041853427887']\n",
      "['W_2_undetected', '7', 'BENEFIT_STATE_WAGES_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'STATE_INCOME_TAX_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'LOCAL_WAGES_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'LOCAL_INCOME_TAX_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'LOCALITY_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'STATUTORY_EMPLOYEE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'RETIREMENT_PLAN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['W_2_undetected', '7', 'THIRD_PARTY_SICK_PAY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_STREET', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_RENT_AMOUNT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_OWN_HOUSING', '1', 'Yes', '95.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_NO_PRIMARY_HOUSING_EXPENSE', '1', 'Yes', '96.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_EMPLOYER_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_EMPLOYER_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_RENT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_OWN_HOUSING', '1', 'No', '97.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'CURRENT_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_STREET', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MAILING_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'FORMER_NO_PRIMARY_HOUSING_EXPENSE', '1', 'No', '71.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'EMPLOYMENT_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Mailing Address, if different from Present Address', '93.33313751220703', '', '1', '0.5583654046058655', '0.007258335128426552', '0.26963528990745544', '0.502972424030304', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Secondary Residence', '93.09246063232422', 'NOT_SELECTED', '99.95378112792969', '0.2804499566555023', '0.012261029332876205', '0.05535250902175903', '0.78842693567276', '0.2810150980949402', '0.011897793971002102', '0.026492081582546234', '0.7576806545257568']\n",
      "['1003_1', '9', 'Construction', '92.38253784179688', 'NOT_SELECTED', '99.9346694946289', '0.2751660943031311', '0.005593614652752876', '0.06648563593626022', '0.2830248177051544', '0.26995649933815', '0.010917977429926395', '0.026252685114741325', '0.2523733973503113']\n",
      "['1003_1', '9', 'Agency Case Number', '92.31819152832031', '', '1', '0.16402925550937653', '0.0073281279765069485', '0.1164064109325409', '0.5815116763114929', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Unmarried (include single, divorced, widowed)', '92.17372131347656', 'NOT_SELECTED', '99.92535400390625', '0.4862229526042938', '0.01349281519651413', '0.12058884650468826', '0.6225384473800659', '0.48504146933555603', '0.00987076386809349', '0.02602982707321644', '0.5930790305137634']\n",
      "['1003_1', '9', 'to be made', '92.09065246582031', 'NOT_SELECTED', '99.88232421875', '0.3468744456768036', '0.005746551789343357', '0.06003612279891968', '0.882910966873169', '0.3408583700656891', '0.011542723514139652', '0.02588345669209957', '0.8525944352149963']\n",
      "['1003_1', '9', 'Subject Property Address (street, city, state & ZIP)', '91.9190673828125', '36728 MORAVIAN DRIVE, CLINTON TOWNSHIP, MI 48035-1206', '91.9190673828125', '0.22703027725219727', '0.007177620194852352', '0.25433236360549927', '0.046005427837371826', '0.23694513738155365', '0.0082645732909441', '0.3887067139148712', '0.04666537418961525']\n",
      "['1003_1', '9', 'Investment', '91.83480072021484', 'NOT_SELECTED', '99.95539855957031', '0.28739437460899353', '0.006009503733366728', '0.05827013775706291', '0.883151650428772', '0.28090500831604004', '0.012025931850075722', '0.02558959275484085', '0.8530181050300598']\n",
      "['1003_1', '9', 'Conventional', '91.36021423339844', 'SELECTED', '99.87266540527344', '0.1679270714521408', '0.0059795081615448', '0.06885270774364471', '0.2235601246356964', '0.162504181265831', '0.011635681614279747', '0.024991631507873535', '0.19364047050476074']\n",
      "['1003_1', '9', 'Lender Case Number', '91.2765884399414', '0384811675', '91.2765884399414', '0.16386589407920837', '0.006160880904644728', '0.11132584512233734', '0.7694928050041199', '0.17791220545768738', '0.00663998257368803', '0.07406461238861084', '0.7688131332397461']\n",
      "['1003_1', '9', 'made', '90.9840316772461', 'NOT_SELECTED', '99.89088439941406', '0.3466520309448242', '0.005801010876893997', '0.02848038636147976', '0.8009932041168213', '0.34064674377441406', '0.011742303147912025', '0.026449816301465034', '0.7694799900054932']\n",
      "['1003_1', '9', 'VA', '90.8915023803711', 'NOT_SELECTED', '99.96105194091797', '0.16757231950759888', '0.005542018450796604', '0.01764465495944023', '0.16411259770393372', '0.16225112974643707', '0.011345088481903076', '0.025669826194643974', '0.13480979204177856']\n",
      "['1003_1', '9', 'Original Cost', '90.80205535888672', '$ 312,000.00', '90.80205535888672', '0.340442419052124', '0.007054001092910767', '0.06848718971014023', '0.10539081692695618', '0.36832311749458313', '0.007587555330246687', '0.07592734694480896', '0.10648298263549805']\n",
      "['1003_1', '9', 'Purchase', '90.77962493896484', 'NOT_SELECTED', '99.88910675048828', '0.27520430088043213', '0.0055876183323562145', '0.046486660838127136', '0.17728713154792786', '0.2701331675052643', '0.01098695583641529', '0.02640739642083645', '0.14638715982437134']\n",
      "['1003_1', '9', 'Total (a b)', '90.73052215576172', '$', '90.73052215576172', '0.3045708239078522', '0.00676692882552743', '0.06959619373083115', '0.776529848575592', '0.3199595510959625', '0.008461399003863335', '0.1734628528356552', '0.7782423496246338']\n",
      "['1003_1', '9', 'No. of Units', '90.65383911132812', '1', '90.65383911132812', '0.2269112914800644', '0.005913374479860067', '0.0639190524816513', '0.8829960823059082', '0.23740254342556', '0.006155222654342651', '0.006893967278301716', '0.8823692798614502']\n",
      "['1003_1', '9', 'Interest Rate', '90.3841323852539', '3.500 %', '90.3841323852539', '0.18965846300125122', '0.005697690881788731', '0.06820369511842728', '0.2287970930337906', '0.20126472413539886', '0.008210030384361744', '0.1005617305636406', '0.2295091450214386']\n",
      "['1003_1', '9', '(b) Cost of Improvements', '90.12570190429688', '$', '90.12570190429688', '0.30462896823883057', '0.007398759946227074', '0.13566003739833832', '0.612503707408905', '0.32041168212890625', '0.00794191937893629', '0.15536586940288544', '0.6124832034111023']\n",
      "['1003_1', '9', 'Original Cost', '89.8940200805664', '$', '89.8940200805664', '0.304697185754776', '0.007238655351102352', '0.06854448467493057', '0.10497075319290161', '0.3202918469905853', '0.008139463141560555', '0.17867790162563324', '0.10622378438711166']\n",
      "['1003_1', '9', 'MARITAL_STATUS_SEPARATED', '1', 'NOT_SELECTED', '99.90663146972656', '0', '0', '0', '0', '0.49588584899902344', '0.01114547997713089', '0.025880681350827217', '0.5110101103782654']\n",
      "['1003_1', '9', 'MARITAL_STATUS_MARRIED', '1', 'NOT_SELECTED', '99.93624114990234', '0', '0', '0', '0', '0.4851117730140686', '0.011176662519574165', '0.02525077387690544', '0.511516809463501']\n",
      "['1003_1', '9', 'Refinance', '89.64019775390625', 'SELECTED', '99.91322326660156', '0.2872559726238251', '0.006125172134488821', '0.051069822162389755', '0.17773844301700592', '0.2815084159374237', '0.011644316837191582', '0.02544490061700344', '0.14646592736244202']\n",
      "['1003_1', '9', \"Borrower's Name (include Jr. or Sr. if applicable)\", '89.51013946533203', 'MICHAEL G NIXON', '89.51013946533203', '0.443758487701416', '0.0069104572758078575', '0.2593066096305847', '0.04741913452744484', '0.4515686333179474', '0.0067361267283558846', '0.11862801015377045', '0.047083813697099686']\n",
      "['1003_1', '9', 'Primary Residence', '89.49278259277344', 'SELECTED', '99.3804931640625', '0.2803371250629425', '0.01241564005613327', '0.05416969209909439', '0.6948712468147278', '0.2813816964626312', '0.01204614620655775', '0.024713855236768723', '0.663977324962616']\n",
      "['1003_1', '9', 'Year Built', '89.48809051513672', '1980', '89.48809051513672', '0.24904009699821472', '0.005990226753056049', '0.05141688138246536', '0.8643573522567749', '0.26095589995384216', '0.00664835749194026', '0.028813039883971214', '0.8647693395614624']\n",
      "['1003_1', '9', 'Leasehold (show expiration date)', '89.40092468261719', 'NOT_SELECTED', '99.58999633789062', '0.40180131793022156', '0.012609188444912434', '0.08486724644899368', '0.8585344552993774', '0.4008978307247162', '0.011748859658837318', '0.023993412032723427', '0.8299866914749146']\n",
      "['1003_1', '9', '(a) Present Value of Lot', '89.3025131225586', '$', '89.3025131225586', '0.3046188950538635', '0.0066027045249938965', '0.12622898817062378', '0.44715219736099243', '0.3204319477081299', '0.00814836099743843', '0.15571218729019165', '0.4480929970741272']\n",
      "['1003_1', '9', 'No. of Months', '89.29456329345703', '180', '89.29456329345703', '0.18920232355594635', '0.006161282304674387', '0.07705779373645782', '0.3411601483821869', '0.20151634514331818', '0.006613426376134157', '0.020958365872502327', '0.3420204818248749']\n",
      "['1003_1', '9', 'Amount Existing Liens', '89.23131561279297', '$', '89.23131561279297', '0.30466997623443604', '0.007096473593264818', '0.1200188621878624', '0.29319554567337036', '0.32042476534843445', '0.008073932491242886', '0.1447954773902893', '0.2946755886077881']\n",
      "['1003_1', '9', 'Mailing Address, if different from Present Address', '89.2081527709961', '', '1', '0.5582574605941772', '0.007033513858914375', '0.2666831612586975', '0.046715568751096725', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Yrs. employed in this line of work/profession', '89.12232208251953', '25.09', '89.12232208251953', '0.6940571069717407', '0.013226738199591637', '0.1348644644021988', '0.3594602644443512', '0.7191765308380127', '0.006590599659830332', '0.032480768859386444', '0.3587777018547058']\n",
      "['1003_1', '9', 'Amount Existing Liens', '89.01030731201172', '$ 0.00', '89.01030731201172', '0.3406064510345459', '0.006989903282374144', '0.11843223869800568', '0.29396456480026245', '0.3682554066181183', '0.007681944407522678', '0.03600475192070007', '0.29520127177238464']\n",
      "['1003_1', '9', 'GPM', '88.98065948486328', 'NOT_SELECTED', '99.72100830078125', '0.20361344516277313', '0.006001987960189581', '0.025458665564656258', '0.5412309169769287', '0.19805128872394562', '0.011313945055007935', '0.02578476257622242', '0.5112555623054504']\n",
      "['1003_1', '9', 'Home Phone (incl. area code)', '88.82355499267578', '586-746-4736', '88.82355499267578', '0.46291816234588623', '0.007341529708355665', '0.15600049495697021', '0.1822105199098587', '0.4752882421016693', '0.006567294243723154', '0.08147115260362625', '0.18155889213085175']\n",
      "['1003_1', '9', 'Purpose of Refinance', '88.737060546875', 'RATE-TERM REFINANCE', '88.737060546875', '0.34019893407821655', '0.00717156520113349', '0.11253417283296585', '0.44734832644462585', '0.3559723496437073', '0.006960386876016855', '0.15685272216796875', '0.4476746916770935']\n",
      "['1003_1', '9', 'Unmarried (include single, divorced, widowed)', '88.66448211669922', 'SELECTED', '99.8656997680664', '0.48629462718963623', '0.013231421820819378', '0.12009940296411514', '0.16446979343891144', '0.48467573523521423', '0.010759995318949223', '0.026119358837604523', '0.1345319300889969']\n",
      "['1003_1', '9', 'Title will be held in what Name(s)', '88.61300659179688', '', '1', '0.3780043423175812', '0.006607882212847471', '0.1769879013299942', '0.047068871557712555', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'SSN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Manner in which Title will be held', '88.56785583496094', 'INDIVIDUALLY', '88.56785583496094', '0.379207968711853', '0.0062573933973908424', '0.1789720505475998', '0.5705610513687134', '0.3916817903518677', '0.006917180027812719', '0.09159601479768753', '0.5705137848854065']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '88.5156021118164', '419-259-6013', '88.5156021118164', '0.7302393317222595', '0.006317107938230038', '0.14705412089824677', '0.33495020866394043', '0.7433568835258484', '0.00679404241964221', '0.08128327131271362', '0.33490514755249023']\n",
      "['1003_1', '9', 'Self Employed', '88.3311767578125', 'NOT_SELECTED', '99.94456481933594', '0.6734070181846619', '0.006493481807410717', '0.06450943648815155', '0.7296324968338013', '0.668098509311676', '0.011350343935191631', '0.025916652753949165', '0.6993283629417419']\n",
      "['1003_1', '9', \"Co-Borrower's Name (include Jr. or Sr. if applicable)\", '88.14129638671875', '', '1', '0.4437065124511719', '0.007072393782436848', '0.2755318582057953', '0.5051913261413574', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Construction-Permanent', '88.09854125976562', 'NOT_SELECTED', '99.94169616699219', '0.2870445251464844', '0.006273442879319191', '0.1280265599489212', '0.282615065574646', '0.2816351652145386', '0.011067681014537811', '0.026431575417518616', '0.25212472677230835']\n",
      "['1003_1', '9', 'Legal Description of Subject Property (attach description if necessary)', '88.09812927246094', '', '1', '0.24889157712459564', '0.007660762406885624', '0.36912956833839417', '0.048139408230781555', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'DOB (mm/dd/yyyy)', '88.00212860107422', '', '1', '0.46288686990737915', '0.013527310453355312', '0.06325971335172653', '0.811676025390625', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MARITAL_STATUS_MARRIED', '1', 'NOT_SELECTED', '99.93499755859375', '0', '0', '0', '0', '0.4844508767127991', '0.011235074140131474', '0.02595607005059719', '0.051878973841667175']\n",
      "['1003_1', '9', 'Name & Address of Employer', '87.8285903930664', 'HYLANT 2401 WEST BIG BEAVER, SUITE 400 TROY, MI 48084', '87.8285903930664', '0.6698653697967529', '0.007368007209151983', '0.15755261480808258', '0.046281564980745316', '0.6835599541664124', '0.031030895188450813', '0.22550077736377716', '0.047575443983078']\n",
      "['1003_1', '9', 'Name & Address of Employer', '87.82456970214844', '', '1', '0.7647780179977417', '0.007332065142691135', '0.1577545404434204', '0.04612423852086067', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Yrs. on this job', '87.66517639160156', '2.44', '87.66517639160156', '0.6699377298355103', '0.0071248216554522514', '0.0801328495144844', '0.386421263217926', '0.6834270358085632', '0.006613783538341522', '0.025954369455575943', '0.35831397771835327']\n",
      "['1003_1', '9', 'SSN', '1', '378-86-9193', '87.62109375', '0', '0', '0', '0', '0.4753493368625641', '0.006743475329130888', '0.07325027137994766', '0.04650496691465378']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '87.59705352783203', '', '1', '0.731136679649353', '0.007173591293394566', '0.16414044797420502', '0.505001425743103', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'DOB (mm/dd/yyyy)', '87.45780944824219', '02/20/1964', '87.45780944824219', '0.46268874406814575', '0.013179730623960495', '0.06302284449338913', '0.35278284549713135', '0.4752907156944275', '0.006518547423183918', '0.0643652155995369', '0.35285115242004395']\n",
      "['1003_1', '9', 'FHA', '87.44976043701172', 'NOT_SELECTED', '99.91433715820312', '0.17980872094631195', '0.005992557853460312', '0.022854475304484367', '0.16482725739479065', '0.17430248856544495', '0.011185458861291409', '0.025325670838356018', '0.13489706814289093']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '87.25045776367188', 'SENIOR VICE PRESIDENT', '87.25045776367188', '0.7309516072273254', '0.0075772604905068874', '0.16378435492515564', '0.046029675751924515', '0.7428882718086243', '0.007320364937186241', '0.1617109328508377', '0.04718168452382088']\n",
      "['1003_1', '9', 'Self Employed', '87.23624420166016', 'NOT_SELECTED', '99.95282745361328', '0.6731807589530945', '0.006578236352652311', '0.06517785787582397', '0.282016396522522', '0.6676356792449951', '0.011956038884818554', '0.025374626740813255', '0.25275692343711853']\n",
      "['1003_1', '9', 'Present Address (street, city, state, ZIP)', '86.66838073730469', '36728 MORAVIAN DRIVE CLINTON TOWNSHIP, MI 48035-1206', '86.66838073730469', '0.5115562677383423', '0.006766104139387608', '0.19633589684963226', '0.04668773338198662', '0.5211805105209351', '0.020927704870700836', '0.22492679953575134', '0.048155203461647034']\n",
      "['1003_1', '9', 'Rent No.', '86.57110595703125', 'NOT_SELECTED', '99.92549896240234', '0.6122174859046936', '0.008509601466357708', '0.10817704349756241', '0.35420817136764526', '0.6081467270851135', '0.011861162260174751', '0.025565417483448982', '0.322352796792984']\n",
      "['1003_1', '9', 'Cost:', '86.45063781738281', '$ 0.00', '86.45063781738281', '0.3701723515987396', '0.005603059194982052', '0.0279689971357584', '0.6704914569854736', '0.36847835779190063', '0.0072790710255503654', '0.034305453300476074', '0.7027463316917419']\n",
      "['1003_1', '9', 'Dates (from to)', '86.3681869506836', '', '1', '0.7649692296981812', '0.006424195133149624', '0.08765782415866852', '0.38221463561058044', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Other (explain):', '86.23892974853516', 'NOT_SELECTED', '99.9747085571289', '0.16484293341636658', '0.009640011936426163', '0.24110762774944305', '0.32985275983810425', '0.1620466709136963', '0.011638125404715538', '0.026386935263872147', '0.2990299165248871']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '86.20647430419922', '', '1', '0.9032238125801086', '0.005980061832815409', '0.14697392284870148', '0.3351544141769409', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'MARITAL_STATUS_SEPARATED', '1', 'NOT_SELECTED', '97.34593963623047', '0', '0', '0', '0', '0.49555307626724243', '0.011853516101837158', '0.0256040021777153', '0.051828671246767044']\n",
      "['1003_1', '9', 'Amount', '85.97781372070312', '$ 198,000.00', '85.97781372070312', '0.18959933519363403', '0.005740900058299303', '0.04264519363641739', '0.04643144831061363', '0.20153623819351196', '0.008055302314460278', '0.07723364979028702', '0.04727126285433769']\n",
      "['1003_1', '9', 'Dates (from to)', '85.85474395751953', '', '1', '0.8440448045730591', '0.0064114597626030445', '0.08779069036245346', '0.3823002874851227', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Self Employed', '85.40977478027344', 'NOT_SELECTED', '99.9660873413086', '0.7684106230735779', '0.006428456399589777', '0.06514634937047958', '0.2823689579963684', '0.7633010149002075', '0.011413109488785267', '0.025123242288827896', '0.25292766094207764']\n",
      "['1003_1', '9', 'Self Employed', '84.6660385131836', 'NOT_SELECTED', '99.90251922607422', '0.8459000587463379', '0.00657284539192915', '0.06525824218988419', '0.2821251153945923', '0.8418681025505066', '0.010927152819931507', '0.025935791432857513', '0.2523330748081207']\n",
      "['1003_1', '9', 'Home Phone (incl. area code)', '84.5594253540039', '', '1', '0.4631370007991791', '0.006990970112383366', '0.15698210895061493', '0.6417243480682373', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '84.41123962402344', '', '1', '0.7304256558418274', '0.006349402479827404', '0.1468418687582016', '0.7883254289627075', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Year Acquired', '84.13040924072266', '2003', '84.13040924072266', '0.3405021131038666', '0.01419841218739748', '0.0477585643529892', '0.04633306711912155', '0.36823680996894836', '0.006437912583351135', '0.028832217678427696', '0.04727328568696976']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '83.85971069335938', '', '1', '0.9031222462654114', '0.007360253483057022', '0.16354210674762726', '0.5057700872421265', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Yrs. School', '83.82010650634766', '16', '83.82010650634766', '0.4626050889492035', '0.011594248935580254', '0.031430233269929886', '0.45271027088165283', '0.4752708673477173', '0.006960033904761076', '0.014461616054177284', '0.453544020652771']\n",
      "['1003_1', '9', 'Other (explain):', '83.69245910644531', 'NOT_SELECTED', '99.93355560302734', '0.2721998989582062', '0.01079369056969881', '0.18497008085250854', '0.4696967899799347', '0.2701909840106964', '0.010339152067899704', '0.026460738852620125', '0.4402470588684082']\n",
      "['1003_1', '9', 'Monthly Income', '83.54210662841797', '$', '83.54210662841797', '0.8796842098236084', '0.007051693741232157', '0.0859237089753151', '0.3831348419189453', '0.8916884064674377', '0.008794360794126987', '0.13771836459636688', '0.35938364267349243']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '83.34435272216797', '', '1', '0.8257460594177246', '0.006068671587854624', '0.14754581451416016', '0.3348623216152191', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Name & Address of Employer', '83.33019256591797', '', '1', '0.8439656496047974', '0.007255942095071077', '0.15670554339885712', '0.04692409932613373', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Borrower', '83.03428649902344', '', '1', '0.14365091919898987', '0.005410921294242144', '0.041716061532497406', '0.046199098229408264', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Name & Address of Employer', '82.92921447753906', '', '1', '0.6697692275047302', '0.00750673608854413', '0.15705141425132751', '0.5059847831726074', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '82.74005889892578', '', '1', '0.8260493874549866', '0.0070689283311367035', '0.16386479139328003', '0.5057023167610168', '0', '0', '0', '0']\n",
      "['1003_1', '9', '(not listed by Borrower) ages', '82.68669128417969', '', '1', '0.4875154197216034', '0.010311782360076904', '0.12073355913162231', '0.8041071891784668', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Self Employed', '82.68241119384766', 'NOT_SELECTED', '99.94776916503906', '0.7684045433998108', '0.006760423071682453', '0.06484587490558624', '0.7293017506599426', '0.7631222009658813', '0.01188434287905693', '0.024980131536722183', '0.6995758414268494']\n",
      "['1003_1', '9', 'Dates (from to)', '82.56803894042969', '', '1', '0.7650832533836365', '0.00648505799472332', '0.08806635439395905', '0.8356000185012817', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '82.218505859375', '', '1', '0.8260050415992737', '0.007157592102885246', '0.16345584392547607', '0.04681533947587013', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Name & Address of Employer', '82.14576721191406', '', '1', '0.7648166418075562', '0.007398676592856646', '0.15728136897087097', '0.5055199861526489', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Position/Title/Type of Business', '82.01361083984375', '', '1', '0.9032305479049683', '0.0072333416901528835', '0.1636408418416977', '0.046412091702222824', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Self Employed', '81.99240112304688', 'NOT_SELECTED', '99.88933563232422', '0.8458373546600342', '0.006603618152439594', '0.06508275121450424', '0.729352593421936', '0.8420541286468506', '0.010189205408096313', '0.025966672226786613', '0.6995886564254761']\n",
      "['1003_1', '9', 'Present Address (street, city, state, ZIP)', '81.80422973632812', '', '1', '0.5109180212020874', '0.006783793214708567', '0.1963333636522293', '0.5049282312393188', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Monthly Income', '81.61337280273438', '$', '81.61337280273438', '0.8024064302444458', '0.007097074296325445', '0.08573116362094879', '0.38308727741241455', '0.8139454126358032', '0.008773265406489372', '0.13892126083374023', '0.35799703001976013']\n",
      "['1003_1', '9', 'Former Address (street, city, state, ZIP)', '80.8881607055664', '', '1', '0.6105594038963318', '0.007035259623080492', '0.19549353420734406', '0.5049882531166077', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Yrs. employed in this line of work/profession', '80.67554473876953', '', '1', '0.6943914890289307', '0.012437739409506321', '0.1357070952653885', '0.8118630051612854', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Monthly Income', '80.3887939453125', '$', '80.3887939453125', '0.8024545907974243', '0.007140049710869789', '0.08595205843448639', '0.8365961313247681', '0.8151808977127075', '0.007731023710221052', '0.1395030915737152', '0.8124880194664001']\n",
      "['1003_1', '9', 'Name & Address of Employer', '78.61383056640625', '', '1', '0.8438098430633545', '0.007452317979186773', '0.15706439316272736', '0.5054519772529602', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Other (explain):', '78.26751708984375', '', '1', '0.19136184453964233', '0.007073977496474981', '0.0812743753194809', '0.6343425512313843', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'ARM (type):', '78.1895751953125', '', '1', '0.2035236358642578', '0.007096895482391119', '0.06338541209697723', '0.6351272463798523', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Co-Borrower', '77.65177154541016', '', '1', '0.14322595298290253', '0.005556954070925713', '0.05797908455133438', '0.37635213136672974', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Yrs. School', '77.56321716308594', '', '1', '0.462548166513443', '0.011773989535868168', '0.03203418105840683', '0.9117197394371033', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '76.772705078125', '', '1', '0.8256168961524963', '0.006308787502348423', '0.14718641340732574', '0.7881006002426147', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Year Lot Acquired', '76.32211303710938', '', '1', '0.3044324219226837', '0.014404335990548134', '0.047349460422992706', '0.04618204012513161', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Source of Down Payment, Settlement Charges, and/or Subordinate Financing (explain)', '76.02371215820312', 'EQUITY ON SUBJECT PROPERTY', '76.02371215820312', '0.41329893469810486', '0.008044127374887466', '0.45787909626960754', '0.048327937722206116', '0.42181771993637085', '0.0072941528633236885', '0.20891548693180084', '0.04855184629559517']\n",
      "['1003_1', '9', 'Dependents (not listed by Co-Borrower) no. ages', '75.80498504638672', '0', '75.80498504638672', '0.48670634627342224', '0.01007497776299715', '0.18021558225154877', '0.3010905981063843', '0.4967024326324463', '0.010110541246831417', '0.19621139764785767', '0.29982081055641174']\n",
      "['1003_1', '9', 'Monthly Income', '75.70925903320312', '$', '75.70925903320312', '0.8796000480651855', '0.006997501477599144', '0.08554212749004364', '0.8364730477333069', '0.8920270800590515', '0.00822451338171959', '0.14030303061008453', '0.8125525712966919']\n",
      "['1003_1', '9', 'Yrs. on this job', '75.50264739990234', '', '1', '0.6699267625808716', '0.007168132811784744', '0.08181559294462204', '0.8386324644088745', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Dates (from to)', '74.85198974609375', '', '1', '0.844001054763794', '0.006700905039906502', '0.08795623481273651', '0.8355054259300232', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Business Phone (incl. area code)', '72.82479858398438', '', '1', '0.9029204845428467', '0.006039637606590986', '0.14763537049293518', '0.7875761389732361', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'USDA/Rural Housing Service', '70.23719024658203', 'NOT_SELECTED', '99.7480239868164', '0.17903968691825867', '0.0076605575159192085', '0.24929212033748627', '0.22441153228282928', '0.1742900013923645', '0.011641298420727253', '0.025225820019841194', '0.1930646300315857']\n",
      "['1003_1', '9', 'No. Yrs.', '65.57039642333984', '', '1', '0.6144402623176575', '0.005897075869143009', '0.04343399778008461', '0.9088320732116699', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'No. Yrs.', '59.504844665527344', '11/1', '59.504844665527344', '0.512991726398468', '0.006280553061515093', '0.04289988428354263', '0.4499923586845398', '0.5108301043510437', '0.007456286810338497', '0.02291906625032425', '0.38859933614730835']\n",
      "['1003_1', '9', 'Former Address (street, city, state, ZIP)', '59.4456787109375', '', '1', '0.6105002164840698', '0.007104439195245504', '0.19423602521419525', '0.04675156995654106', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'no.', '56.31477737426758', '', '1', '0.4903467893600464', '0.007034121546894312', '0.0185219869017601', '0.7595421075820923', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'Fee Simple', '48.47975540161133', 'SELECTED', '99.88671875', '0.3933916985988617', '0.008035401813685894', '0.06863376498222351', '0.8509705662727356', '0.38898828625679016', '0.011645257472991943', '0.023482901975512505', '0.8301658630371094']\n",
      "['1003_1', '9', 'Initials:', '41.644683837890625', '', '1', '0.9589059948921204', '0.005385367665439844', '0.03253878280520439', '0.3611985743045807', '0', '0', '0', '0']\n",
      "['1003_1', '9', 'community property rights pursuant to state law will not be used as a basis for loan qualification, but his or her liabilities must be considered because the spouse or other person has community property rights pursuant to applicable law and Borrower resides in a community property state, the security property is located in a community property state, or the Borrower is relying on other property located in a community property state as a basis for repayment of the loan.', '29.97382926940918', 'NOT_SELECTED', '99.8920669555664', '0.07733897864818573', '0.03943656012415886', '0.9127971529960632', '0.04616096615791321', '0.06801456212997437', '0.010137861594557762', '0.02435711957514286', '0.48771947622299194']\n",
      "['1003_1', '9', 'the income or assets of a person other than the Borrower', '27.014917373657227', 'NOT_SELECTED', '99.877685546875', '0.060425225645303726', '0.007487797178328037', '0.3127102553844452', '0.6355882883071899', '0.05598725751042366', '0.01084194891154766', '0.025138957425951958', '0.6051140427589417']\n",
      "['1003_3', '10', 'OTHER_ASSETS_AND_CREDITS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'LIABILITIES_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'OTHER_LIABILITIES_AND_EXPENSES_DOES_NOT_APPLY', '1', 'SELECTED', '87.0', '0', '0', '0', '0', '0.27049171924591064', '0.010380454361438751', '0.023686710745096207', '0.8649972677230835']\n",
      "['1003_3', '10', 'ASSETS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'OTHER_ASSETS_AND_CREDITS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Name and address of Company', '90.255859375', 'FRD MOTOR CR', '90.255859375', '0.47465959191322327', '0.007582793943583965', '0.16590259969234467', '0.4234640598297119', '0.4866490066051483', '0.007028820458799601', '0.10021045804023743', '0.4242142140865326']\n",
      "['1003_3', '10', 'Name and address of Company', '90.15015411376953', 'LINCOLN AUTOMOTIVE FIN', '90.15015411376953', '0.4030880033969879', '0.0076078069396317005', '0.16627000272274017', '0.4233173429965973', '0.41531944274902344', '0.007241020444780588', '0.17336153984069824', '0.4234149158000946']\n",
      "['1003_3', '10', 'Jointly', '89.8319091796875', 'NOT_SELECTED', '99.76789093017578', '0.2749221622943878', '0.006909477524459362', '0.0351228341460228', '0.8127169013023376', '0.2696080207824707', '0.01096436008810997', '0.024235639721155167', '0.7812702059745789']\n",
      "['1003_3', '10', 'Acct. no.', '89.82902526855469', '414778856911', '89.82902526855469', '0.38752350211143494', '0.005300769116729498', '0.040450312197208405', '0.4240947663784027', '0.39174196124076843', '0.0069222827441990376', '0.08616825193166733', '0.4230667054653168']\n",
      "['1003_3', '10', 'Acct. no.', '89.73270416259766', '350181019845', '89.73270416259766', '0.60169917345047', '0.005411832127720118', '0.040941495448350906', '0.42366665601730347', '0.6063456535339355', '0.006932619493454695', '0.08720208704471588', '0.422891765832901']\n",
      "['1003_3', '10', 'Acct. no', '89.49076843261719', '49554692', '89.49076843261719', '0.5302008986473083', '0.005293325521051884', '0.03975943475961685', '0.42363440990448', '0.535044252872467', '0.006532563827931881', '0.05855964124202728', '0.4234291911125183']\n",
      "['1003_3', '10', 'Name and address of Company', '89.43326568603516', 'LEVEL ONE BANK', '89.43326568603516', '0.5462012887001038', '0.007280363235622644', '0.16636410355567932', '0.42334339022636414', '0.5583266019821167', '0.006886825431138277', '0.11379294842481613', '0.42461079359054565']\n",
      "['1003_3', '10', 'Acct. no', '89.34709167480469', '48126159', '89.34709167480469', '0.45889925956726074', '0.005344398785382509', '0.040786031633615494', '0.4231618344783783', '0.4633316695690155', '0.006840512156486511', '0.0584205761551857', '0.42294177412986755']\n",
      "['1003_3', '10', 'Name and address of Company', '88.50349426269531', 'US BANK', '88.50349426269531', '0.3297770917415619', '0.007786551024764776', '0.16572482883930206', '0.42344602942466736', '0.3440399765968323', '0.006988505367189646', '0.05892934277653694', '0.4238085448741913']\n",
      "['1003_3', '10', 'Acct. no.', '87.95194244384766', '542418113320', '87.95194244384766', '0.6731274724006653', '0.00524740619584918', '0.03914841637015343', '0.42413321137428284', '0.6772242784500122', '0.007277945056557655', '0.08684714883565903', '0.4239408075809479']\n",
      "['1003_3', '10', 'Not Jointly', '87.89957427978516', 'SELECTED', '99.71598052978516', '0.27490362524986267', '0.006856938824057579', '0.05821963772177696', '0.894650399684906', '0.27054736018180847', '0.010415260680019855', '0.02367466874420643', '0.8651629090309143']\n",
      "['1003_3', '10', 'Name and address of Company', '87.4775161743164', 'CITI', '87.4775161743164', '0.617530107498169', '0.007385354954749346', '0.16627374291419983', '0.42295172810554504', '0.6297173500061035', '0.006725655402988195', '0.024489812552928925', '0.42365795373916626']\n",
      "['1003_3', '10', 'Name and address of Company', '86.51290893554688', 'AES/PNC NATL CITY', '86.51290893554688', '0.6888333559036255', '0.007673222105950117', '0.16621355712413788', '0.4232584238052368', '0.7008671760559082', '0.007378715556114912', '0.13059230148792267', '0.42280313372612']\n",
      "['1003_3', '10', 'Name and address of Bank, S&L, or Credit Union', '86.0757827758789', '', '1', '0.5699142813682556', '0.007037370000034571', '0.2601912021636963', '0.046885598450899124', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Acct. no', '85.9541244506836', '3027780186PA00002', '85.9541244506836', '0.7445109486579895', '0.0052182599902153015', '0.03867173567414284', '0.42343634366989136', '0.7491418123245239', '0.006917332764714956', '0.12638281285762787', '0.42354199290275574']\n",
      "['1003_3', '10', 'Name and address of Company', '85.92237854003906', 'WELLS FARGO HM MORTGAG', '85.92237854003906', '0.7603123188018799', '0.007682223804295063', '0.16642361879348755', '0.42320579290390015', '0.7721588015556335', '0.007537120953202248', '0.19232146441936493', '0.4234277009963989']\n",
      "['1003_3', '10', 'Acct. no.', '85.02201080322266', '7080030550552', '85.02201080322266', '0.8162259459495544', '0.005439556669443846', '0.04090021550655365', '0.4234086871147156', '0.8208094835281372', '0.00673393439501524', '0.09341804683208466', '0.423981249332428']\n",
      "['1003_3', '10', 'Name and address of Bank, S&L, or Credit Union', '84.46493530273438', '', '1', '0.4986828863620758', '0.007109407801181078', '0.26047757267951965', '0.04603579640388489', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Name and address of Bank, S&L, or Credit Union', '81.50028228759766', '', '1', '0.42702817916870117', '0.007116710767149925', '0.2599673867225647', '0.04641979560256004', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Name and address of Bank, S&L, or Credit Union CLOSING/RESERVES', '80.8586196899414', '', '1', '0.35318660736083984', '0.0075842286460101604', '0.3588656187057495', '0.047212470322847366', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Net worth of business(es) owned (attach financial statement)', '69.92788696289062', '$ 0.00', '69.92788696289062', '0.7722333669662476', '0.014468914829194546', '0.1776946783065796', '0.045584723353385925', '0.7729209661483765', '0.00713887857273221', '0.1331595480442047', '0.2780115604400635']\n",
      "['1003_3', '10', 'Stocks & Bonds (Company name/number & description)', '69.31793975830078', '', '1', '0.6413461565971375', '0.013689540326595306', '0.21922364830970764', '0.046477071940898895', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Acct. no.', '67.27731323242188', '', '1', '0.6251319646835327', '0.005260352976620197', '0.041481126099824905', '0.04634052887558937', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Real estate owned (enter market value from schedule of real estate owned)', '65.8686294555664', '$ 152,000.00', '65.8686294555664', '0.7367798686027527', '0.014369460754096508', '0.2051643282175064', '0.046155575662851334', '0.7365902066230774', '0.0083897290751338', '0.1336548626422882', '0.27707037329673767']\n",
      "['1003_3', '10', 'Vested interest in retirement fund', '64.33595275878906', '$ 0.00', '64.33595275878906', '0.761464536190033', '0.0065805790945887566', '0.17843525111675262', '0.046993572264909744', '0.7613596320152283', '0.00697863707318902', '0.13315972685813904', '0.2779347598552704']\n",
      "['1003_3', '10', 'Net Worth (a minus b)', '63.57476043701172', '$ 89,738.00', '63.57476043701172', '0.9007429480552673', '0.010783125646412373', '0.061815448105335236', '0.423528790473938', '0.9037830233573914', '0.007941920310258865', '0.13432440161705017', '0.5475043654441833']\n",
      "['1003_3', '10', 'Alimony/Child Support/Separate Maintenance Payments Owed to:', '61.034671783447266', '', '1', '0.8306769132614136', '0.013227973133325577', '0.24157901108264923', '0.4239594638347626', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Acct. no.', '60.27536392211914', '', '1', '0.5542119741439819', '0.005004667676985264', '0.04248250275850296', '0.046430837363004684', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Total Assets a.', '59.885311126708984', '$ 277,000.00', '59.885311126708984', '0.9038077592849731', '0.006828657351434231', '0.0924171730875969', '0.17255307734012604', '0.9035813212394714', '0.007802131585776806', '0.13404995203018188', '0.2770402431488037']\n",
      "['1003_3', '10', 'Face amount:', '59.24394607543945', '$', '59.24394607543945', '0.7158493995666504', '0.0057027339935302734', '0.07200384885072708', '0.04713083803653717', '0.7144988179206848', '0.007337119895964861', '0.1440109759569168', '0.12387129664421082']\n",
      "['1003_3', '10', 'Cash deposit toward purchase held by:', '56.750022888183594', '', '1', '0.3060251474380493', '0.007561969570815563', '0.20693877339363098', '0.047287896275520325', '0', '0', '0', '0']\n",
      "['1003_3', '10', '$ Payment/Months', '55.029361724853516', '30.00 9', '55.029361724853516', '0.3297281563282013', '0.007486716844141483', '0.0997360348701477', '0.6949887871742249', '0.34493687748908997', '0.01585434190928936', '0.03404402732849121', '0.7723811864852905']\n",
      "['1003_3', '10', '$ Payment/Months', '54.54188537597656', '339.00 26', '54.54188537597656', '0.47497427463531494', '0.007482102140784264', '0.09998943656682968', '0.6953399181365967', '0.48712557554244995', '0.017605680972337723', '0.04137109965085983', '0.7656418085098267']\n",
      "['1003_3', '10', '$ Payment/Months', '53.45695114135742', '628.00 13', '53.45695114135742', '0.4031881093978882', '0.0075808181427419186', '0.09942834824323654', '0.694949746131897', '0.4161953330039978', '0.016498500481247902', '0.04140903428196907', '0.7652029991149902']\n",
      "['1003_3', '10', 'Job-Related Expense (child care, union dues, etc.)', '53.332191467285156', '', '1', '0.8553964495658875', '0.012831078842282295', '0.23746925592422485', '0.42280471324920654', '0', '0', '0', '0']\n",
      "['1003_3', '10', '$ Payment/Months', '52.64274978637695', '395.65 307', '52.64274978637695', '0.5461640954017639', '0.007452631834894419', '0.09933972358703613', '0.6955034732818604', '0.5581006407737732', '0.018807075917720795', '0.039958421140909195', '0.7670032382011414']\n",
      "['1003_3', '10', '$ Payment/Months', '52.50297927856445', '20.00 69', '52.50297927856445', '0.6178560256958008', '0.007167600095272064', '0.09942404180765152', '0.6948826313018799', '0.6300479769706726', '0.017465585842728615', '0.03397959843277931', '0.7728126049041748']\n",
      "['1003_3', '10', 'Acct. no.', '50.743221282958984', '', '1', '0.41094279289245605', '0.005172731354832649', '0.04201240465044975', '0.04690784960985184', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Acct. no.', '49.07224655151367', '', '1', '0.4825488030910492', '0.005075048189610243', '0.04163597896695137', '0.0466911643743515', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Initials:', '48.390281677246094', '', '1', '0.9270018339157104', '0.005468642804771662', '0.03153695538640022', '0.8533185124397278', '0', '0', '0', '0']\n",
      "['1003_3', '10', 'Automobiles owned (make and year)', '48.08381652832031', '$', '48.08381652832031', '0.7933154106140137', '0.0074133980087935925', '0.19426335394382477', '0.047073688358068466', '0.7974119186401367', '0.007201149128377438', '0.07256384938955307', '0.27679723501205444']\n",
      "['1003_3', '10', 'Subtotal Liquid Assets', '47.26316452026367', '$ 125,000.00', '47.26316452026367', '0.7255121469497681', '0.007347769569605589', '0.13566817343235016', '0.04713135585188866', '0.7255713939666748', '0.007174710277467966', '0.1332969218492508', '0.27763089537620544']\n",
      "['1003_3', '10', 'Other Assets (itemize)', '43.700252532958984', '', '1', '0.8435883522033691', '0.0071362219750881195', '0.11744555830955505', '0.046743880957365036', '0', '0', '0', '0']\n",
      "['1003_3', '10', '$ Payment/Months', '43.68587875366211', '0.00', '43.68587875366211', '0.6893073320388794', '0.007499437313526869', '0.09967856854200363', '0.6948656439781189', '0.7012898325920105', '0.0069844089448452', '0.026420768350362778', '0.7795220613479614']\n",
      "['1003_3', '10', 'Total Liabilities b.', '39.019386291503906', '$ 187,262.00', '39.019386291503906', '0.9035939574241638', '0.00717076426371932', '0.10883760452270508', '0.6966241002082825', '0.9035660624504089', '0.008352239616215229', '0.12943394482135773', '0.8183547258377075']\n",
      "['1003_3', '10', '$ Payment/Months', '34.0202522277832', '<2,049.00> 96', '34.0202522277832', '0.7605586647987366', '0.007579205557703972', '0.09948283433914185', '0.6951349973678589', '0.77256840467453', '0.017765995115041733', '0.06660570949316025', '0.7388784289360046']\n",
      "['1003_3', '10', 'Total Monthly Payments', '17.048290252685547', '$ 1,412.65', '17.048290252685547', '0.8915594816207886', '0.008374921977519989', '0.14956900477409363', '0.4212062656879425', '0.8920861482620239', '0.007900171913206577', '0.1100703775882721', '0.6956104636192322']\n",
      "['1003_3', '11', 'OTHER_ASSETS_AND_CREDITS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'LIABILITIES_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'OTHER_LIABILITIES_AND_EXPENSES_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'ASSETS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'OTHER_ASSETS_AND_CREDITS_TOTAL_AMOUNT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'Hispanic or Latino', '94.77274322509766', 'NOT_SELECTED', '99.85628509521484', '0.762222945690155', '0.006700531113892794', '0.0814857929944992', '0.17693670094013214', '0.7590793967247009', '0.010490973480045795', '0.026861941441893578', '0.14587414264678955']\n",
      "['1003_3', '11', \"Co-Borrower's Signature\", '94.32101440429688', 'X', '94.32101440429688', '0.6692730784416199', '0.007062566466629505', '0.1314450353384018', '0.5104736685752869', '0.6772467494010925', '0.012466859072446823', '0.332888126373291', '0.5105114579200745']\n",
      "['1003_3', '11', 'Male', '93.84227752685547', 'NOT_SELECTED', '99.72380065917969', '0.7985678315162659', '0.005385550670325756', '0.02237209863960743', '0.7760602831840515', '0.7946880459785461', '0.01009723823517561', '0.026520218700170517', '0.7460660934448242']\n",
      "['1003_3', '11', 'Asian', '93.42176818847656', 'NOT_SELECTED', '99.85564422607422', '0.7746326923370361', '0.005264188162982464', '0.024724673479795456', '0.306244820356369', '0.7708908319473267', '0.011208252049982548', '0.02548978105187416', '0.2757945954799652']\n",
      "['1003_3', '11', 'Black or African American', '92.99116516113281', 'NOT_SELECTED', '99.92363739013672', '0.7701771259307861', '0.011059371754527092', '0.0786394327878952', '0.871484637260437', '0.7703505158424377', '0.01033862866461277', '0.025992421433329582', '0.8403052091598511']\n",
      "['1003_3', '11', 'Native Hawaiian or Other Pacific Islander', '92.6672592163086', 'NOT_SELECTED', '99.87956237792969', '0.7820948958396912', '0.010504805482923985', '0.09352081269025803', '0.1765691041946411', '0.7822858691215515', '0.010452690534293652', '0.026668023318052292', '0.14621926844120026']\n",
      "['1003_3', '11', \"Borrower's Signature\", '92.63601684570312', 'X', '92.63601684570312', '0.669316291809082', '0.007064045872539282', '0.11179608851671219', '0.04682951048016548', '0.677253007888794', '0.012330319732427597', '0.3378649055957794', '0.04712453857064247']\n",
      "['1003_3', '11', 'White', '92.52029418945312', 'SELECTED', '99.6598892211914', '0.7865684032440186', '0.005216163583099842', '0.025967931374907494', '0.30586865544319153', '0.7829774618148804', '0.010556324385106564', '0.024450790137052536', '0.2761753797531128']\n",
      "['1003_3', '11', 'White', '92.49555206298828', 'NOT_SELECTED', '99.68025970458984', '0.7864355444908142', '0.005414162762463093', '0.027007972821593285', '0.7765769362449646', '0.7825846076011658', '0.010564327239990234', '0.025975147262215614', '0.7463915348052979']\n",
      "['1003_3', '11', 'In a telephone interview', '92.41127014160156', 'SELECTED', '99.16187286376953', '0.8288825750350952', '0.007209056988358498', '0.12733563780784607', '0.30632439255714417', '0.8251370191574097', '0.009712519124150276', '0.0272431131452322', '0.27538731694221497']\n",
      "['1003_3', '11', 'Black or African American', '91.90229034423828', 'NOT_SELECTED', '99.81324005126953', '0.7702355980873108', '0.010930411517620087', '0.07844139635562897', '0.41180139780044556', '0.7707445621490479', '0.010133213363587856', '0.02616545557975769', '0.38054159283638']\n",
      "['1003_3', '11', 'American Indian or Alaska Native', '91.80219268798828', 'NOT_SELECTED', '99.9083023071289', '0.7703462839126587', '0.010800693184137344', '0.08383205533027649', '0.6474775671958923', '0.7697081565856934', '0.011503932066261768', '0.026011034846305847', '0.6169858574867249']\n",
      "['1003_3', '11', 'I do not wish to furnish this information', '91.77119445800781', 'NOT_SELECTED', '99.86454010009766', '0.7492567896842957', '0.006211996078491211', '0.1795479655265808', '0.17535625398159027', '0.7466349005699158', '0.010897300206124783', '0.026561928912997246', '0.14619570970535278']\n",
      "['1003_3', '11', 'Not Hispanic or Latino', '91.74223327636719', 'SELECTED', '99.36737060546875', '0.7624987959861755', '0.00623224675655365', '0.10184743255376816', '0.30512484908103943', '0.7587884068489075', '0.011233564466238022', '0.024740012362599373', '0.27604934573173523']\n",
      "['1003_3', '11', \"Loan Originator's Signature\", '91.7275390625', 'X', '91.7275390625', '0.8362540602684021', '0.007583162281662226', '0.16486449539661407', '0.04693327099084854', '0.8467490673065186', '0.010355964303016663', '0.5708954930305481', '0.04781185835599899']\n",
      "['1003_3', '11', \"Loan Originator's Name (print or type)\", '91.61146545410156', 'GEORGE HARABEDIAN', '91.61146545410156', '0.8593178391456604', '0.007871082052588463', '0.22909848392009735', '0.04716405272483826', '0.8713539838790894', '0.00724959559738636', '0.14817708730697632', '0.0474148690700531']\n",
      "['1003_3', '11', 'In a face-to-face interview', '91.56681823730469', 'NOT_SELECTED', '99.6435775756836', '0.81696617603302', '0.006246547214686871', '0.13856320083141327', '0.3069714903831482', '0.81339031457901', '0.010513829067349434', '0.026274502277374268', '0.2753168046474457']\n",
      "['1003_3', '11', 'Not Hispanic or Latino', '91.52164459228516', 'NOT_SELECTED', '99.81285858154297', '0.7627604007720947', '0.005995733663439751', '0.10172270983457565', '0.7757306694984436', '0.7589044570922852', '0.00988299772143364', '0.024942737072706223', '0.7470483779907227']\n",
      "['1003_3', '11', 'Hispanic or Latino', '91.4427490234375', 'NOT_SELECTED', '99.91098022460938', '0.7627257704734802', '0.006444473750889301', '0.08166719973087311', '0.6471616625785828', '0.7583179473876953', '0.010296103544533253', '0.026133287698030472', '0.6171218156814575']\n",
      "['1003_3', '11', 'Asian', '91.35781860351562', 'NOT_SELECTED', '99.82694244384766', '0.7746813297271729', '0.005228889174759388', '0.024640051648020744', '0.7766929268836975', '0.7702321410179138', '0.010446094907820225', '0.025462796911597252', '0.7469670176506042']\n",
      "['1003_3', '11', 'Female', '91.13334655761719', 'NOT_SELECTED', '99.92082977294922', '0.7986918687820435', '0.005542905535548925', '0.031988680362701416', '0.6473870277404785', '0.7948241233825684', '0.009947361424565315', '0.025272732600569725', '0.6175534725189209']\n",
      "['1003_3', '11', 'Loan Origination Company Identifier', '90.74988555908203', '399801', '90.74988555908203', '0.8950454592704773', '0.008000698871910572', '0.21732407808303833', '0.3391951620578766', '0.905657172203064', '0.006690997630357742', '0.042018767446279526', '0.33834224939346313']\n",
      "['1003_3', '11', \"Loan Origination Company's Name\", '90.00752258300781', 'WELLS FARGO BANK, N.A.', '90.00752258300781', '0.8949233889579773', '0.007984232157468796', '0.20954275131225586', '0.046395450830459595', '0.905173122882843', '0.008500482887029648', '0.17076104879379272', '0.04676882550120354']\n",
      "['1003_3', '11', \"Loan Originator's Phone Number (including area code)\", '89.76749420166016', '248-723-3197', '89.76749420166016', '0.8592931032180786', '0.008010849356651306', '0.3225380480289459', '0.6263625621795654', '0.8720867037773132', '0.00667081493884325', '0.08112876117229462', '0.6253228187561035']\n",
      "['1003_3', '11', 'Loan Originator Identifier', '89.76251220703125', '801534', '89.76251220703125', '0.8590371012687683', '0.00821436196565628', '0.15103913843631744', '0.33900564908981323', '0.8722224831581116', '0.006604315247386694', '0.04346155747771263', '0.3385610580444336']\n",
      "['1003_3', '11', 'Date', '88.92194366455078', '', '1', '0.6696168780326843', '0.005365618970245123', '0.02450411394238472', '0.39410799741744995', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'Female', '88.27845764160156', 'NOT_SELECTED', '99.9303970336914', '0.7982064485549927', '0.005561677273362875', '0.03141585737466812', '0.1767473965883255', '0.7942013740539551', '0.010411839932203293', '0.025551095604896545', '0.14706315100193024']\n",
      "['1003_3', '11', 'I do not wish to furnish this information', '87.4362564086914', 'NOT_SELECTED', '99.86384582519531', '0.7506070733070374', '0.005872412119060755', '0.18047113716602325', '0.6470860242843628', '0.7473174929618835', '0.009609866887331009', '0.02547893486917019', '0.6178165674209595']\n",
      "['1003_3', '11', 'Date', '85.32562255859375', '', '1', '0.6694472432136536', '0.005623158998787403', '0.0246446430683136', '0.8532740473747253', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'By the applicant and submitted via e-mail or the Internet', '83.93247985839844', 'NOT_SELECTED', '99.89822387695312', '0.8283290266990662', '0.007447065785527229', '0.30025583505630493', '0.5061672329902649', '0.825046956539154', '0.009642905555665493', '0.02544030174612999', '0.4756019711494446']\n",
      "['1003_3', '11', 'Date', '83.91288757324219', '', '1', '0.8362805843353271', '0.005526951514184475', '0.026505380868911743', '0.6266191005706787', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'p. Cash from/to Borrower (subtract j, k, I & o from i)', '76.39187622070312', '3,614.06', '76.39187622070312', '0.5074790120124817', '0.01574089191854', '0.1565881073474884', '0.04591987654566765', '0.5050904154777527', '0.007315891329199076', '0.05057154968380928', '0.3783532381057739']\n",
      "['1003_3', '11', 'm. Loan amount (exclude PMI, MIP, Funding Fee financed)', '74.71802520751953', '198,000.00', '74.71802520751953', '0.45919618010520935', '0.016800247132778168', '0.23895102739334106', '0.04615797474980354', '0.4693474769592285', '0.0075726620852947235', '0.06415899842977524', '0.3645375967025757']\n",
      "['1003_3', '11', 'O. Loan amount (add m & n)', '74.4278564453125', '198,000.00', '74.4278564453125', '0.4957784414291382', '0.006028528790920973', '0.153710275888443', '0.046031974256038666', '0.49356555938720703', '0.00758979981765151', '0.0640489012002945', '0.3656920790672302']\n",
      "['1003_3', '11', 'a. Purchase price', '70.7890396118164', '$ 0.00', '70.7890396118164', '0.24572281539440155', '0.006279450841248035', '0.0938815250992775', '0.04697639122605324', '0.24305026233196259', '0.0075661917217075825', '0.12767532467842102', '0.3016193211078644']\n",
      "['1003_3', '11', 'C. Land (if acquired separately)', '69.65512084960938', '0.00', '69.65512084960938', '0.2694120407104492', '0.006861365865916014', '0.16647253930568695', '0.04611904174089432', '0.26721176505088806', '0.006374616175889969', '0.026516014710068703', '0.40218204259872437']\n",
      "['1003_3', '11', 'n. PMI, MIP, Funding Fee financed', '68.54945373535156', '0.00', '68.54945373535156', '0.48358187079429626', '0.006493048742413521', '0.1854362040758133', '0.047072287648916245', '0.4815593957901001', '0.006428683642297983', '0.025667810812592506', '0.40313929319381714']\n",
      "['1003_3', '11', 'b. Alterations, improvements, repairs', '68.34127044677734', '0.00', '68.34127044677734', '0.257494181394577', '0.006656335201114416', '0.19983378052711487', '0.04640628397464752', '0.2550073564052582', '0.006553090177476406', '0.02564355917274952', '0.4032604396343231']\n",
      "['1003_3', '11', 'd. Refinance (incl. debts to be paid off)', '67.978759765625', '317,960.00', '67.978759765625', '0.28081560134887695', '0.006643342785537243', '0.20893621444702148', '0.048090096563100815', '0.2790173888206482', '0.007485669106245041', '0.06559083610773087', '0.36352667212486267']\n",
      "['1003_3', '11', 'I. Other Credits (explain)', '67.45897674560547', 'CLOSE COST PREPAID POC', '67.45897674560547', '0.37656310200691223', '0.007023682352155447', '0.13599658012390137', '0.04689805209636688', '0.38604801893234253', '0.007176968269050121', '0.17732883989810944', '0.04726797714829445']\n",
      "['1003_3', '11', 'i. Total costs (add items a through h)', '65.99021911621094', '323,032.06', '65.99021911621094', '0.3386475443840027', '0.007691496983170509', '0.22966167330741882', '0.045901890844106674', '0.3385518789291382', '0.007260690908879042', '0.06526997685432434', '0.36419132351875305']\n",
      "['1003_3', '11', 'e. Estimated prepaid items', '64.57062530517578', '2,399.88', '64.57062530517578', '0.2931137681007385', '0.006357974838465452', '0.14419619739055634', '0.046447236090898514', '0.29102781414985657', '0.0070846108719706535', '0.05055050179362297', '0.3776171803474426']\n",
      "['1003_3', '11', 'i. Subordinate financing', '64.09484100341797', '121,407.00', '64.09484100341797', '0.3524388074874878', '0.006652747746556997', '0.13321606814861298', '0.0468837134540081', '0.35050979256629944', '0.0072068641893565655', '0.06332767754793167', '0.36532852053642273']\n",
      "['1003_3', '11', \"k. Borrower's closing costs paid by Seller\", '63.72290802001953', '0.00', '63.72290802001953', '0.36424750089645386', '0.006844142451882362', '0.2231900840997696', '0.04671335592865944', '0.36214083433151245', '0.006688123103231192', '0.02583524025976658', '0.40338021516799927']\n",
      "['1003_3', '11', 'f. Estimated closing costs', '62.12748336791992', '2,672.18', '62.12748336791992', '0.3050280213356018', '0.0069629424251616', '0.1418355405330658', '0.04669509083032608', '0.30274447798728943', '0.007523384876549244', '0.049871739000082016', '0.3790378272533417']\n",
      "['1003_3', '11', 'g. PMI, MIP, Funding Fee', '57.27065658569336', '0.00', '57.27065658569336', '0.31685569882392883', '0.006448651198297739', '0.13728944957256317', '0.046822674572467804', '0.3149837553501129', '0.006175035145133734', '0.024607380852103233', '0.4060262441635132']\n",
      "['1003_3', '11', 'h. Discount (if Borrower will pay)', '53.82759475708008', '0.00', '53.82759475708008', '0.32854345440864563', '0.006746436003595591', '0.17869006097316742', '0.04633135348558426', '0.3264027237892151', '0.006428183522075415', '0.02471163496375084', '0.4042661786079407']\n",
      "['1003_3', '11', \"Loan Origination Company's Address\", '53.7739143371582', '34100 WOODWARD AVE BIRMINGHAM, MI 48009', '53.7739143371582', '0.8950751423835754', '0.007538595702499151', '0.2242193967103958', '0.6250430941581726', '0.9005440473556519', '0.024431420490145683', '0.17087319493293762', '0.6225777864456177']\n",
      "['1003_3', '11', 'Initials:', '30.253803253173828', '', '1', '0.9508448243141174', '0.005179988220334053', '0.03180859610438347', '0.5939716100692749', '0', '0', '0', '0']\n",
      "['1003_3', '11', 'Account Number', '21.068378448486328', '', '1', '0.1740407943725586', '0.005781622603535652', '0.08946610987186432', '0.7813314199447632', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '13', 'BORROWER_NAME', '1', 'Mary Jane Smith', '100.0', '0', '0', '0', '0', '0.2276782989501953', '0.01131385751068592', '0.09174329787492752', '0.26218485832214355']\n",
      "['BANK_STATEMENT_undetected', '13', 'BORROWER_ADDRESS', '1', '100 Pine Street Metro, AA 09371', '97.0', '0', '0', '0', '0', '0.2432156354188919', '0.026851598173379898', '0.09210509061813354', '0.2621285021305084']\n",
      "['BANK_STATEMENT_undetected', '13', 'BANK_NAME', '1', 'Main and Elm', '99.0', '0', '0', '0', '0', '0.47399279475212097', '0.008684921078383923', '0.05238180235028267', '0.5625995397567749']\n",
      "['BANK_STATEMENT_undetected', '13', 'ACCOUNT_NUMBER', '1', '00-123456', '99.0', '0', '0', '0', '0', '0.25171881914138794', '0.009536083787679672', '0.04070879891514778', '0.5626634359359741']\n",
      "['BANK_STATEMENT_undetected', '13', 'ACCOUNT_TYPE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '13', 'PERIOD_START_DATE', '1', 'Mar 15, 2010', '97.0', '0', '0', '0', '0', '0.22368445992469788', '0.012145779095590115', '0.060725677758455276', '0.5817208886146545']\n",
      "['BANK_STATEMENT_undetected', '13', 'PERIOD_END_DATE', '1', 'Apr 18, 2010', '99.0', '0', '0', '0', '0', '0.2237604409456253', '0.012576702050864697', '0.06005934253334999', '0.6570998430252075']\n",
      "['BANK_STATEMENT_undetected', '13', 'BANK_CONTACT_NUMBER', '1', '1-800-222-0123', '52.0', '0', '0', '0', '0', '0.33026957511901855', '0.009555685333907604', '0.060054339468479156', '0.5628559589385986']\n",
      "['BANK_STATEMENT_undetected', '13', 'BANK_CONTACT_NUMBER', '1', '1-800-123-0007', '52.0', '0', '0', '0', '0', '0.4088206887245178', '0.009124520234763622', '0.06038738414645195', '0.5627157688140869']\n",
      "['BANK_STATEMENT_undetected', '13', 'BANK_CONTACT_NUMBER', '1', '+1-123-4567', '52.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '13', 'BANK_ADDRESS', '1', 'Main and Elm 100 Main Street Metropolis, AA 01234', '86.0', '0', '0', '0', '0', '0.47399279475212097', '0.04796918109059334', '0.06045734882354736', '0.5625290274620056']\n",
      "['BANK_STATEMENT_undetected', '13', 'BEGINNING_BALANCE', '1', '$5,234.09', '92.0', '0', '0', '0', '0', '0.3207172453403473', '0.00996473804116249', '0.03770789876580238', '0.506170392036438']\n",
      "['BANK_STATEMENT_undetected', '13', 'TOTAL_DEPOSIT', '1', '$2,872.45', '98.0', '0', '0', '0', '0', '0.3474763035774231', '0.010396371595561504', '0.03770873323082924', '0.5061214566230774']\n",
      "['BANK_STATEMENT_undetected', '13', 'TOTAL_WITHDRAWAL', '1', '$2,395.67', '98.0', '0', '0', '0', '0', '0.33409643173217773', '0.010396690107882023', '0.03804224357008934', '0.5058119893074036']\n",
      "['BANK_STATEMENT_undetected', '13', 'ENDING_BALANCE', '1', '$5,710.87', '95.0', '0', '0', '0', '0', '0.38157230615615845', '0.01082868967205286', '0.03837667033076286', '0.5057258605957031']\n",
      "['BANK_STATEMENT_undetected', '13', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '14', 'BORROWER_NAME', '1', 'Miss Margaret Laing', '77.0', '0', '0', '0', '0', '0.07749906927347183', '0.012076087296009064', '0.13292764127254486', '0.7285407185554504']\n",
      "['BANK_STATEMENT_undetected', '14', 'BORROWER_ADDRESS', '1', '33 CONRAD HOUSE CLIFTON GROVE DULSTON E8 1 DL', '95.0', '0', '0', '0', '0', '0.1538311094045639', '0.04574097692966461', '0.14753854274749756', '0.11425507813692093']\n",
      "['BANK_STATEMENT_undetected', '14', 'BANK_NAME', '1', 'Barclays Bank', '94.0', '0', '0', '0', '0', '0.2884516417980194', '0.025426486507058144', '0.19758844375610352', '0.1729809194803238']\n",
      "['BANK_STATEMENT_undetected', '14', 'ACCOUNT_NUMBER', '1', '10534978', '95.0', '0', '0', '0', '0', '0.10749899595975876', '0.008033650927245617', '0.05870075523853302', '0.8140091300010681']\n",
      "['BANK_STATEMENT_undetected', '14', 'ACCOUNT_TYPE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '14', 'PERIOD_START_DATE', '1', '10 Nov', '93.0', '0', '0', '0', '0', '0.053544286638498306', '0.00936028454452753', '0.045317791402339935', '0.7293863296508789']\n",
      "['BANK_STATEMENT_undetected', '14', 'PERIOD_END_DATE', '1', '07 Dec 2012', '99.0', '0', '0', '0', '0', '0.05348882079124451', '0.0097153689712286', '0.08286760002374649', '0.7889381051063538']\n",
      "['BANK_STATEMENT_undetected', '14', 'BANK_CONTACT_NUMBER', '1', '2036 1610 5349 78', '88.0', '0', '0', '0', '0', '0.13380815088748932', '0.007721456699073315', '0.09927324950695038', '0.8299973607063293']\n",
      "['BANK_STATEMENT_undetected', '14', 'BANK_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '14', 'BEGINNING_BALANCE', '1', '£370.02', '98.0', '0', '0', '0', '0', '0.2001541703939438', '0.010699726641178131', '0.05914068967103958', '0.8835664987564087']\n",
      "['BANK_STATEMENT_undetected', '14', 'TOTAL_DEPOSIT', '1', '£2,200.00', '84.0', '0', '0', '0', '0', '0.22082817554473877', '0.011705796234309673', '0.07165862619876862', '0.8702028393745422']\n",
      "['BANK_STATEMENT_undetected', '14', 'TOTAL_WITHDRAWAL', '1', '£2,334.74', '90.0', '0', '0', '0', '0', '0.24150165915489197', '0.011705941520631313', '0.07295411825180054', '0.8697874546051025']\n",
      "['BANK_STATEMENT_undetected', '14', 'ENDING_BALANCE', '1', '£235.28', '96.0', '0', '0', '0', '0', '0.2628428339958191', '0.011033248156309128', '0.06173216924071312', '0.8810262084007263']\n",
      "['BANK_STATEMENT_undetected', '14', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BORROWER_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BORROWER_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BANK_NAME', '1', 'JP MORGAN CHASE BANK, N.A., TORONTO BRANCH', '71.0', '0', '0', '0', '0', '0.09752457588911057', '0.013120293617248535', '0.4623045325279236', '0.2731530964374542']\n",
      "['BANK_STATEMENT_undetected', '15', 'ACCOUNT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'ACCOUNT_TYPE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'PERIOD_START_DATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'PERIOD_END_DATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BANK_CONTACT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BANK_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'BEGINNING_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'TOTAL_DEPOSIT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'TOTAL_WITHDRAWAL', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'ENDING_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '15', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '16', 'BORROWER_NAME', '1', 'Mary Jane Smith', '100.0', '0', '0', '0', '0', '0.1275840401649475', '0.013362206518650055', '0.17659102380275726', '0.03445808216929436']\n",
      "['BANK_STATEMENT_undetected', '16', 'BORROWER_ADDRESS', '1', '100 Pine Street Metro, AA 09371', '97.0', '0', '0', '0', '0', '0.14592167735099792', '0.03070187382400036', '0.17788991332054138', '0.03359648212790489']\n",
      "['BANK_STATEMENT_undetected', '16', 'BANK_NAME', '1', 'CrawfordTech Bank', '99.0', '0', '0', '0', '0', '0.05593729019165039', '0.01937616430222988', '0.2901870608329773', '0.31682154536247253']\n",
      "['BANK_STATEMENT_undetected', '16', 'ACCOUNT_NUMBER', '1', '00-123456', '99.0', '0', '0', '0', '0', '0.15601085126399994', '0.010349167510867119', '0.07773968577384949', '0.6156675815582275']\n",
      "['BANK_STATEMENT_undetected', '16', 'ACCOUNT_TYPE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '16', 'PERIOD_START_DATE', '1', 'Mar 15, 2010', '97.0', '0', '0', '0', '0', '0.1233370453119278', '0.014355642721056938', '0.11617965251207352', '0.6532306671142578']\n",
      "['BANK_STATEMENT_undetected', '16', 'PERIOD_END_DATE', '1', 'Apr 18, 2010', '99.0', '0', '0', '0', '0', '0.12335746735334396', '0.015023102052509785', '0.11618845909833908', '0.7979106903076172']\n",
      "['BANK_STATEMENT_undetected', '16', 'BANK_CONTACT_NUMBER', '1', '1-800-222-0123', '54.000003814697266', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '16', 'BANK_CONTACT_NUMBER', '1', '1-800-123-0007', '54.000003814697266', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '16', 'BANK_CONTACT_NUMBER', '1', '+1-123-4567', '54.000003814697266', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_undetected', '16', 'BANK_ADDRESS', '1', 'Main and Elm 100 Main Street Metropolis, AA 01234', '79.0', '0', '0', '0', '0', '0.4124634861946106', '0.055723436176776886', '0.1157679483294487', '0.6157373785972595']\n",
      "['BANK_STATEMENT_undetected', '16', 'BEGINNING_BALANCE', '1', '$5,234.09', '86.0', '0', '0', '0', '0', '0.23602570593357086', '0.011683814227581024', '0.07212324440479279', '0.5068603157997131']\n",
      "['BANK_STATEMENT_undetected', '16', 'TOTAL_DEPOSIT', '1', '$2,872.45', '97.0', '0', '0', '0', '0', '0.26637178659439087', '0.011684538796544075', '0.07212388515472412', '0.5068676471710205']\n",
      "['BANK_STATEMENT_undetected', '16', 'TOTAL_WITHDRAWAL', '1', '$2,395.67', '97.0', '0', '0', '0', '0', '0.2510320246219635', '0.012017504312098026', '0.07125993072986603', '0.5072957873344421']\n",
      "['BANK_STATEMENT_undetected', '16', 'ENDING_BALANCE', '1', '$5,710.87', '93.0', '0', '0', '0', '0', '0.3070562481880188', '0.012019162997603416', '0.07298854738473892', '0.5060136914253235']\n",
      "['BANK_STATEMENT_undetected', '16', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'BORROWER_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'BORROWER_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'BANK_NAME', '1', 'CRUSTA', '2.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'ACCOUNT_NUMBER', '1', '4304567890987', '98.0', '0', '0', '0', '0', '0.3139999508857727', '0.009427268989384174', '0.12615935504436493', '0.7294889688491821']\n",
      "['BANK_STATEMENT_1', '17', 'ACCOUNT_TYPE', '1', 'CURRENT ACCOUNT', '99.0', '0', '0', '0', '0', '0.3289996087551117', '0.008774042129516602', '0.14689622819423676', '0.7295052409172058']\n",
      "['BANK_STATEMENT_1', '17', 'PERIOD_START_DATE', '1', '29-Dec-2018', '96.0', '0', '0', '0', '0', '0.3812475800514221', '0.009752706624567509', '0.11406242847442627', '0.46689414978027344']\n",
      "['BANK_STATEMENT_1', '17', 'PERIOD_END_DATE', '1', '12-Jan-2019', '99.0', '0', '0', '0', '0', '0.3811434805393219', '0.009417657740414143', '0.11190372705459595', '0.6232843995094299']\n",
      "['BANK_STATEMENT_1', '17', 'BANK_CONTACT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'BANK_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'BEGINNING_BALANCE', '1', '419.08', '97.0', '0', '0', '0', '0', '0.4370515048503876', '0.007703870069235563', '0.044076573103666306', '0.9076200723648071']\n",
      "['BANK_STATEMENT_1', '17', 'TOTAL_DEPOSIT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'TOTAL_WITHDRAWAL', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '17', 'ENDING_BALANCE', '1', '413.63', '89.0', '0', '0', '0', '0', '0.7710734605789185', '0.007037941832095385', '0.04494433104991913', '0.9157769083976746']\n",
      "['BANK_STATEMENT_1', '17', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '18', 'BORROWER_NAME', '1', 'AHMAD MUSTAPHA DAFER', '99.0', '0', '0', '0', '0', '0.3275628387928009', '0.010047949850559235', '0.20044344663619995', '0.09706254303455353']\n",
      "['BANK_STATEMENT_1', '18', 'BORROWER_ADDRESS', '1', '43 Great Sutton Street, London, ECIV 2DB, United Kingdom', '75.0', '0', '0', '0', '0', '0.34195008873939514', '0.02640390582382679', '0.2719723582267761', '0.0966506078839302']\n",
      "['BANK_STATEMENT_1', '18', 'BANK_NAME', '1', 'HSBC', '89.0', '0', '0', '0', '0', '0.00032917963108047843', '0.03632405027747154', '0.18860766291618347', '0.1058826893568039']\n",
      "['BANK_STATEMENT_1', '18', 'ACCOUNT_NUMBER', '1', 'MIDLGB225278/00990274', '35.0', '0', '0', '0', '0', '0.31205639243125916', '0.008035986684262753', '0.15334884822368622', '0.6337001323699951']\n",
      "['BANK_STATEMENT_1', '18', 'ACCOUNT_TYPE', '1', 'CURRENT / EUROPEAN CURRENCY', '57.0', '0', '0', '0', '0', '0.2507191300392151', '0.007368347141891718', '0.1896623820066452', '0.7670866250991821']\n",
      "['BANK_STATEMENT_1', '18', 'PERIOD_START_DATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '18', 'PERIOD_END_DATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['BANK_STATEMENT_1', '18', 'BANK_CONTACT_NUMBER', '1', '+44 843289 7152', '89.0', '0', '0', '0', '0', '0.0499945729970932', '0.008671540766954422', '0.12743505835533142', '0.8048290014266968']\n",
      "['BANK_STATEMENT_1', '18', 'BANK_CONTACT_NUMBER', '1', '+4470 0592 1249', '89.0', '0', '0', '0', '0', '0.07689833641052246', '0.008717397227883339', '0.12674419581890106', '0.8054060935974121']\n",
      "['BANK_STATEMENT_1', '18', 'BANK_ADDRESS', '1', '8 Canada Square London E14 5HQ United Kingdom', '86.0', '0', '0', '0', '0', '0.9595750570297241', '0.011655451729893684', '0.30693936347961426', '0.21275174617767334']\n",
      "['BANK_STATEMENT_1', '18', 'BEGINNING_BALANCE', '1', '€ 3,000,000,000.00', '82.0', '0', '0', '0', '0', '0.1800321340560913', '0.01035092119127512', '0.11276780068874359', '0.8378329277038574']\n",
      "['BANK_STATEMENT_1', '18', 'TOTAL_DEPOSIT', '1', '€ 1,995,000,000.00', '84.0', '0', '0', '0', '0', '0.19570507109165192', '0.010685981251299381', '0.11320172995328903', '0.8374224901199341']\n",
      "['BANK_STATEMENT_1', '18', 'TOTAL_WITHDRAWAL', '1', '€ 1,895,000,000.00', '88.0', '0', '0', '0', '0', '0.21337930858135223', '0.010354173369705677', '0.11320282518863678', '0.8370147943496704']\n",
      "['BANK_STATEMENT_1', '18', 'ENDING_BALANCE', '1', '€ 13,100,000,000.00', '83.0', '0', '0', '0', '0', '0.2303873747587204', '0.010689345188438892', '0.1132051944732666', '0.8387660980224609']\n",
      "['BANK_STATEMENT_1', '18', 'AVERAGE_BALANCE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'PRINCIPAL_AMOUNT_DUE', '1', '$178.98', '99.0', '0', '0', '0', '0', '0.24191604554653168', '0.008675862103700638', '0.042736440896987915', '0.8417364954948425']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'INTEREST_AMOUNT_DUE', '1', '$508.41', '99.0', '0', '0', '0', '0', '0.2542540431022644', '0.009009115397930145', '0.04144186154007912', '0.841743528842926']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'ESCROW_AMOUNT_DUE', '1', '$0.00', '99.0', '0', '0', '0', '0', '0.26692530512809753', '0.008673977106809616', '0.02935613878071308', '0.8546996712684631']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'MONTHLY_PAYMENT', '1', '$687.39', '98.0', '0', '0', '0', '0', '0.279596745967865', '0.008675741963088512', '0.04230521246790886', '0.8417579531669617']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'CURRENT_PERIOD_FEES', '1', '$0.00', '99.0', '0', '0', '0', '0', '0.2922682762145996', '0.008673983626067638', '0.029356328770518303', '0.8547142148017883']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'TOTAL_AMOUNT_PAID_SINCE_LAST_STATEMENT', '1', '$688.00', '98.0', '0', '0', '0', '0', '0.4563472270965576', '0.00867532566189766', '0.04187440499663353', '0.7663204669952393']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'PRINCIPAL_AMOUNT_PAID_SINCE_LAST_STATEMENT', '1', '$178.87', '99.0', '0', '0', '0', '0', '0.3933192193508148', '0.008675419725477695', '0.04187373071908951', '0.76628577709198']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'INTEREST_AMOUNT_PAID_SINCE_LAST_STATEMENT', '1', '$509.13', '98.0', '0', '0', '0', '0', '0.4059913754463196', '0.008675401099026203', '0.04187386855483055', '0.7662927508354187']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'ESCROW_AMOUNT_PAID_SINCE_LAST_STATEMENT', '1', '$0.00', '99.0', '0', '0', '0', '0', '0.4186635911464691', '0.008673875592648983', '0.028924837708473206', '0.7792488932609558']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'TOTAL_AMOUNT_PAID_YTD', '1', '$5,504.00', '98.0', '0', '0', '0', '0', '0.45633870363235474', '0.009010011330246925', '0.05180364102125168', '0.8323623538017273']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'PRINCIPAL_AMOUNT_PAID_YTD', '1', '$1,410.84', '99.0', '0', '0', '0', '0', '0.393310010433197', '0.009010182693600655', '0.051802802830934525', '0.8323265910148621']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'INTEREST_AMOUNT_PAID_YTD', '1', '$4,093.16', '98.0', '0', '0', '0', '0', '0.40598225593566895', '0.009010199457406998', '0.052234623581171036', '0.8323338031768799']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'ESCROW_AMOUNT_PAID_YTD', '1', '$0.00', '99.0', '0', '0', '0', '0', '0.4186546504497528', '0.008340534754097462', '0.02935708500444889', '0.8547866344451904']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'BORROWER_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'BORROWER_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'MORTGAGE_COMPANY_NAME', '1', 'PURDUE FEDERAL CREDIT UNION', '95.0', '0', '0', '0', '0', '0.12763860821723938', '0.020033098757267', '0.18341173231601715', '0.10972800850868225']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'MORTGAGE_COMPANY_ADDRESS', '1', 'PO BOX 1950 West Lafayette, IN 47996', '88.0', '0', '0', '0', '0', '0.7065052390098572', '0.0196869857609272', '0.12992818653583527', '0.3292037844657898']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'MORTGAGE_COMPANY_PHONE_NUMBER', '1', '800.627.3328', '98.0', '0', '0', '0', '0', '0.6214427351951599', '0.007676920387893915', '0.07079363614320755', '0.5963413119316101']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'ACCOUNT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'PAYMENT_DUE_DATE', '1', '9/1/2020', '99.0', '0', '0', '0', '0', '0.15822097659111023', '0.008009515702724457', '0.045324839651584625', '0.8386674523353577']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'AMOUNT_DUE', '1', '$687.39', '71.0', '0', '0', '0', '0', '0.7431616187095642', '0.008674988523125648', '0.041878532618284225', '0.8411588072776794']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'AMOUNT_DUE', '1', '$687.39', '71.0', '0', '0', '0', '0', '0.17089171707630157', '0.008342470042407513', '0.042303841561079025', '0.84169602394104']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'AMOUNT_DUE', '1', '$687.39', '71.0', '0', '0', '0', '0', '0.7431616187095642', '0.008674988523125648', '0.041878532618284225', '0.8411588072776794']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'STATEMENT_DATE', '1', '8/17/2020', '99.0', '0', '0', '0', '0', '0.11387310922145844', '0.010013241320848465', '0.0643165335059166', '0.8252622485160828']\n",
      "['MORTGAGE_STATEMENT_undetected', '20', 'PROPERTY_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'BORROWER_SSN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'CO-BORROWER_SSN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'BUYDOWN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'OTHER_AMORTIZATION_TYPE', '1', 'Fixed Rate', '99.0', '0', '0', '0', '0', '0.3699137270450592', '0.0103668924421072', '0.07599037140607834', '0.6471923589706421']\n",
      "['1008_1', '21', 'ESCROW_T&I', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'COMMUNITY_LENDING/AFFORDABLE_HOUSING_INITIATIVE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'HOME_BUYERS/HOMEOWNERSHIP_EDUCATION_CERTFICATE_IN_FILE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'OTHER_RISK_ASSESSMENT', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'OTHER_QUALIFYING_RATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'OTHER_MONTHLY_PAYMENTS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'NUMBER_OF_UNITS', '1', '1', '29.87615966796875', '0', '0', '0', '0', '0.4656352996826172', '0.009691131301224232', '0.005844616796821356', '0.6483194828033447']\n",
      "['1008_1', '21', 'Occupancy Status', '29.783042907714844', 'Primary Residence', '29.783042907714844', '0.487751841545105', '0.011949816718697548', '0.12595173716545105', '0.4909381568431854', '0.48849159479141235', '0.013235855847597122', '0.13173751533031464', '0.6480147242546082']\n",
      "['1008_1', '21', 'Loan Purpose', '25.9150333404541', 'Purchase', '25.9150333404541', '0.38669368624687195', '0.011893872171640396', '0.09608782082796097', '0.49132007360458374', '0.38634759187698364', '0.011145002208650112', '0.06325606256723404', '0.6474164724349976']\n",
      "['1008_1', '21', 'NOTE_RATE', '1', '4.500%', '25.425819396972656', '0', '0', '0', '0', '0.3143622875213623', '0.01116189919412136', '0.05484072118997574', '0.6468847393989563']\n",
      "['1008_1', '21', 'Refi Purpose', '25.331274032592773', '', '1', '0.40798741579055786', '0.011689715087413788', '0.08971856534481049', '0.49093785881996155', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Loan Term', '25.233549118041992', '360', '25.233549118041992', '0.3548292815685272', '0.00948681402951479', '0.073379285633564', '0.491478830575943', '0.3543558120727539', '0.010278263129293919', '0.025652162730693817', '0.6475311517715454']\n",
      "['1008_1', '21', 'Actual/Estimated Appraised Value', '25.205406188964844', '$145000.00', '25.205406188964844', '0.4020690619945526', '0.024369623512029648', '0.11561998724937439', '0.1520678848028183', '0.406959593296051', '0.011994080618023872', '0.08269412815570831', '0.3880116939544678']\n",
      "['1008_1', '21', 'Amortization Type', '24.940814971923828', 'Fixed Rate', '24.940814971923828', '0.3706163465976715', '0.012219964526593685', '0.12642239034175873', '0.49093806743621826', '0.37014225125312805', '0.010949614457786083', '0.07646278291940689', '0.647940456867218']\n",
      "['1008_1', '21', 'Loan Type', '24.77153778076172', 'Conventional', '24.77153778076172', '0.33876872062683105', '0.011316614225506783', '0.07269173860549927', '0.49039146304130554', '0.33808016777038574', '0.010821567848324776', '0.0940820574760437', '0.6474063992500305']\n",
      "['1008_1', '21', 'DU Version', '23.74015235900879', '10.2', '23.74015235900879', '0.24464894831180573', '0.01002956461161375', '0.07785166800022125', '0.4910200536251068', '0.2453780472278595', '0.011103435419499874', '0.029079942032694817', '0.6486876010894775']\n",
      "['1008_1', '21', 'Total Loan Amount', '23.393657684326172', '$132066.00', '23.393657684326172', '0.36873823404312134', '0.010217707604169846', '0.13185904920101166', '0.15312330424785614', '0.3696344196796417', '0.011942045763134956', '0.0822618380188942', '0.38880452513694763']\n",
      "['1008_1', '21', 'First Submission Date', '23.283863067626953', '03/22/2018 01:41PM', '23.283863067626953', '0.24462798237800598', '0.010617255233228207', '0.15329056978225708', '0.153320774435997', '0.24520379304885864', '0.011366917751729488', '0.14845114946365356', '0.3092228174209595']\n",
      "['1008_1', '21', 'Recommendation', '23.16609001159668', 'Approve/Eligible', '23.16609001159668', '0.18057309091091156', '0.009488602168858051', '0.11987795680761337', '0.15364068746566772', '0.1813105344772339', '0.012112491764128208', '0.12690554559230804', '0.30857670307159424']\n",
      "['1008_1', '21', 'Housing Expense Ratio', '21.9481258392334', '16.21%', '21.9481258392334', '0.3382236957550049', '0.012212702073156834', '0.16045069694519043', '0.15295353531837463', '0.3381336033344269', '0.010851441882550716', '0.05193912982940674', '0.4187457263469696']\n",
      "['1008_1', '21', 'Submission Date', '21.584104537963867', '04/05/2018 03:39PM', '21.584104537963867', '0.22860173881053925', '0.010131950490176678', '0.1162593886256218', '0.1534915566444397', '0.22928102314472198', '0.011202977038919926', '0.14962542057037354', '0.3080568015575409']\n",
      "['1008_1', '21', 'Lender Loan Number', '20.852611541748047', '', '1', '0.2127368301153183', '0.009760924614965916', '0.14555521309375763', '0.1530439704656601', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Debt-to-Income Ratio', '20.718469619750977', '20.23%', '20.718469619750977', '0.354461133480072', '0.01004005316644907', '0.14497260749340057', '0.15368209779262543', '0.3542746305465698', '0.010513373650610447', '0.05424079671502113', '0.41697418689727783']\n",
      "['1008_1', '21', 'LTV/CLTV/HCLTV', '20.597091674804688', '92.00%', '20.597091674804688', '0.31455492973327637', '0.010097943246364594', '0.12028657644987106', '0.15330097079277039', '0.32076695561408997', '0.0127721494063735', '0.053931526839733124', '0.4172336161136627']\n",
      "['1008_1', '21', 'SALES_PRICE', '1', '$145000.00', '19.80526351928711', '0', '0', '0', '0', '0.38548773527145386', '0.012201234698295593', '0.08256537467241287', '0.38835009932518005']\n",
      "['1008_1', '21', 'Casefile ID', '19.18317413330078', '', '1', '0.2125750184059143', '0.009821642190217972', '0.0733368918299675', '0.49099627137184143', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Submitted By', '18.970882415771484', '', '1', '0.228566512465477', '0.011792567558586597', '0.09374898672103882', '0.49059149622917175', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'PROPERTY_ADDRESS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Co-Borrower', '18.62491798400879', '', '1', '0.19670040905475616', '0.009801305830478668', '0.08978051692247391', '0.490843266248703', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Primary Borrower', '18.170583724975586', '', '1', '0.19675010442733765', '0.011729047633707523', '0.1214711144566536', '0.15387758612632751', '0', '0', '0', '0']\n",
      "['1008_1', '21', 'Submission Number', '16.87481117248535', '2', '16.87481117248535', '0.2605186402797699', '0.010146960616111755', '0.14028450846672058', '0.1536048799753189', '0.2616029977798462', '0.01032810378819704', '0.008578200824558735', '0.3080170452594757']\n",
      "['1008_1', '22', 'BORROWER_SSN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'CO-BORROWER_SSN', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'BUYDOWN', '1', 'No', '99.0', '0', '0', '0', '0', '0.36402738094329834', '0.006003682967275381', '0.011654946021735668', '0.55305016040802']\n",
      "['1008_1', '22', 'OTHER_AMORTIZATION_TYPE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'ESCROW_T&I', '1', 'No', '99.0', '0', '0', '0', '0', '0.6671657562255859', '0.006003451067954302', '0.011655263602733612', '0.5028679370880127']\n",
      "['1008_1', '22', 'COMMUNITY_LENDING/AFFORDABLE_HOUSING_INITIATIVE', '1', 'No', '99.0', '0', '0', '0', '0', '0.667277455329895', '0.006043070461601019', '0.011834090575575829', '0.502878725528717']\n",
      "['1008_1', '22', 'HOME_BUYERS/HOMEOWNERSHIP_EDUCATION_CERTFICATE_IN_FILE', '1', 'No', '99.0', '0', '0', '0', '0', '0.7321874499320984', '0.005670246668159962', '0.012087954208254814', '0.7881406545639038']\n",
      "['1008_1', '22', 'OTHER_RISK_ASSESSMENT', '1', 'No', '99.0', '0', '0', '0', '0', '0.6671657562255859', '0.006003451067954302', '0.011655263602733612', '0.5028679370880127']\n",
      "['1008_1', '22', 'OTHER_QUALIFYING_RATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'OTHER_MONTHLY_PAYMENTS', '1', '$ 896.00', '76.0', '0', '0', '0', '0', '0.6011155843734741', '0.007676939480006695', '0.10402537137269974', '0.7191261053085327']\n",
      "['1008_1', '22', 'HOA_FEES', '1', '$', '99.35543823242188', '0', '0', '0', '0', '0.5270850658416748', '0.0053363037295639515', '0.005181335378438234', '0.7195855379104614']\n",
      "['1008_1', '22', 'LEASE_OR_GROUND_RENT', '1', '$', '99.50816345214844', '0', '0', '0', '0', '0.5374234318733215', '0.005669804755598307', '0.005181464366614819', '0.719581663608551']\n",
      "['1008_1', '22', 'NEGATIVE_CASH_FLOW', '1', '$', '99.41007232666016', '0', '0', '0', '0', '0.5811116099357605', '0.005669831298291683', '0.005181496497243643', '0.719565749168396']\n",
      "['1008_1', '22', 'SALES_PRICE', '1', '$', '99.16138458251953', '0', '0', '0', '0', '0.2019457072019577', '0.005669581238180399', '0.0051811933517456055', '0.700713574886322']\n",
      "['1008_1', '22', 'Second Mortgage P&I', '99.96456146240234', '$', '99.50374603271484', '0.48306846618652344', '0.007678070105612278', '0.09452271461486816', '0.5784670114517212', '0.48339757323265076', '0.0060032629407942295', '0.005181545857340097', '0.7196012139320374']\n",
      "['1008_1', '22', 'NUMBER_OF_UNITS', '1', '1', '99.28739929199219', '0', '0', '0', '0', '0.19060783088207245', '0.007003543432801962', '0.0060448599979281425', '0.7011488676071167']\n",
      "['1008_1', '22', 'No. of Months Reserves', '99.86114501953125', '0', '98.25699615478516', '0.6891689300537109', '0.006007641088217497', '0.10445209592580795', '0.5788201093673706', '0.6881677508354187', '0.007337484043091536', '0.006908643990755081', '0.6923338770866394']\n",
      "['1008_1', '22', 'BOUGHT-DOWN_RATE', '1', '%', '99.8462905883789', '0', '0', '0', '0', '0.623817503452301', '0.006336672697216272', '0.008633975870907307', '0.40578004717826843']\n",
      "['1008_1', '22', 'Interested Party Contributions', '99.96759796142578', '%', '97.08645629882812', '0.6998401880264282', '0.007342488504946232', '0.1290552318096161', '0.5788155198097229', '0.6998353600502014', '0.006337187718600035', '0.0086350804194808', '0.8136186599731445']\n",
      "['1008_1', '22', 'FEE_SIMPLE', '1', 'SELECTED', '95.3949966430664', '0', '0', '0', '0', '0.24214905500411987', '0.010298222303390503', '0.014355706050992012', '0.6853131055831909']\n",
      "['1008_1', '22', 'REPRESENTATIVE_CREDIT_OR_INDICATOR_SCORE', '1', '760', '99.95832824707031', '0', '0', '0', '0', '0.7315360903739929', '0.007337528746575117', '0.021149825304746628', '0.3440210521221161']\n",
      "['1008_1', '22', 'LOAN_TERM_(IN_MONTHS)', '1', '360', '99.95242309570312', '0', '0', '0', '0', '0.3850637376308441', '0.007671504281461239', '0.020285364240407944', '0.2768456041812897']\n",
      "['1008_1', '22', 'LEASEHOLD', '1', 'NOT_SELECTED', '99.837890625', '0', '0', '0', '0', '0.24289563298225403', '0.009855116717517376', '0.0162174291908741', '0.7598355412483215']\n",
      "['1008_1', '22', 'HOME_IMPROVEMENT', '1', 'NOT_SELECTED', '99.1514892578125', '0', '0', '0', '0', '0.31818294525146484', '0.009663290344178677', '0.017597896978259087', '0.45671847462654114']\n",
      "['1008_1', '22', 'CONSTRUCTION_TO_PERMANENT', '1', 'NOT_SELECTED', '95.4200439453125', '0', '0', '0', '0', '0.3283750116825104', '0.010195550508797169', '0.01727062091231346', '0.45688384771347046']\n",
      "['1008_1', '22', 'RECIPROCAL_REVIEW', '1', 'NOT_SELECTED', '99.8516845703125', '0', '0', '0', '0', '0.22010725736618042', '0.010757151991128922', '0.01643664948642254', '0.30549347400665283']\n",
      "['1008_1', '22', 'V Refi Plus TM', '85.57279968261719', 'NOT_SELECTED', '99.67845916748047', '0.23398669064044952', '0.0066766212694346905', '0.057399433106184006', '0.43528446555137634', '0.2313295304775238', '0.010039404034614563', '0.017663659527897835', '0.4144250750541687']\n",
      "['1008_1', '22', 'DETACHED_PROJECT', '1', 'NOT_SELECTED', '99.68605041503906', '0', '0', '0', '0', '0.19833824038505554', '0.010384054854512215', '0.017172886058688164', '0.3051782548427582']\n",
      "['1008_1', '22', 'PURCHASE', '1', 'NOT_SELECTED', '99.90973663330078', '0', '0', '0', '0', '0.2731597125530243', '0.011151914484798908', '0.016627740114927292', '0.4559999108314514']\n",
      "['1008_1', '22', '2- to 4-unit Project', '94.23116302490234', 'NOT_SELECTED', '99.71424865722656', '0.2129908949136734', '0.007346937898546457', '0.08199507743120193', '0.32654473185539246', '0.2089395374059677', '0.011054941453039646', '0.016332369297742844', '0.3056337833404541']\n",
      "['1008_1', '22', 'FANNIE_MAE', '1', 'NOT_SELECTED', '99.85195922851562', '0', '0', '0', '0', '0.36081716418266296', '0.010213511995971203', '0.017706330865621567', '0.6495864987373352']\n",
      "['1008_1', '22', 'New Project', '99.82786560058594', 'NOT_SELECTED', '99.7514877319336', '0.19132132828235626', '0.007343017030507326', '0.05221857130527496', '0.3265538215637207', '0.18783244490623474', '0.01060550194233656', '0.01689208298921585', '0.3053882420063019']\n",
      "['1008_1', '22', 'U FHA-approved', '98.5641860961914', 'NOT_SELECTED', '99.62983703613281', '0.22364778816699982', '0.0073454841040074825', '0.07120954245328903', '0.43571990728378296', '0.22088199853897095', '0.010650425218045712', '0.01712568663060665', '0.41495460271835327']\n",
      "['1008_1', '22', 'S Expedited Est.', '99.59479522705078', 'NOT_SELECTED', '99.60468292236328', '0.20197369158267975', '0.007345620077103376', '0.07034619152545929', '0.4352971315383911', '0.19815804064273834', '0.010825222358107567', '0.017488975077867508', '0.4142840802669525']\n",
      "['1008_1', '22', 'EXTERIOR_ONLY', '1', 'NOT_SELECTED', '99.8170166015625', '0', '0', '0', '0', '0.5988964438438416', '0.010676915757358074', '0.0173309575766325', '0.43151792883872986']\n",
      "['1008_1', '22', '2 Co-op', '99.62107849121094', 'NOT_SELECTED', '96.54003143310547', '0.2126304805278778', '0.007340698968619108', '0.03409716859459877', '0.570371150970459', '0.20897869765758514', '0.011241747066378593', '0.016714271157979965', '0.5493662357330322']\n",
      "['1008_1', '22', 'T Co-op', '97.61759185791016', 'NOT_SELECTED', '99.62367248535156', '0.2236345112323761', '0.007340765092521906', '0.03496037423610687', '0.5699353218078613', '0.22004571557044983', '0.01106222253292799', '0.017054183408617973', '0.5492674112319946']\n",
      "['1008_1', '22', 'CORRESPONDENT', '1', 'SELECTED', '99.65909576416016', '0', '0', '0', '0', '0.37131091952323914', '0.010813581757247448', '0.01670004241168499', '0.4149162471294403']\n",
      "['1008_1', '22', 'Form', '99.75798797607422', '1077 06/09', '83.3145523071289', '0.8962826728820801', '0.004669515881687403', '0.016835911199450493', '0.7630472779273987', '0.8962824940681458', '0.004669619724154472', '0.03971368074417114', '0.7824714183807373']\n",
      "['1008_1', '22', 'EXTERIOR_OR_INTERIOR', '1', 'SELECTED', '99.89087677001953', '0', '0', '0', '0', '0.5878866910934448', '0.01153151411563158', '0.016780484467744827', '0.43172577023506165']\n",
      "['1008_1', '22', 'PRIMARY_RESIDENCE', '1', 'SELECTED', '99.30567932128906', '0', '0', '0', '0', '0.1549839973449707', '0.010480150580406189', '0.018294457346200943', '0.615949273109436']\n",
      "['1008_1', '22', 'SELLER', '1', 'NOT_SELECTED', '99.69644165039062', '0', '0', '0', '0', '0.34999826550483704', '0.010367163456976414', '0.01812475360929966', '0.4142700135707855']\n",
      "['1008_1', '22', 'R Expedited New', '99.09756469726562', 'NOT_SELECTED', '99.62066650390625', '0.1909693330526352', '0.007346238940954208', '0.07379856705665588', '0.4357331395149231', '0.1876860111951828', '0.011033845134079456', '0.017294175922870636', '0.4146846532821655']\n",
      "['1008_1', '22', 'NO_APPRAISAL', '1', 'NOT_SELECTED', '99.9212875366211', '0', '0', '0', '0', '0.6094129085540771', '0.010878831148147583', '0.017424102872610092', '0.43133431673049927']\n",
      "['1008_1', '22', 'MANUFACTURED_HOUSING', '1', 'NOT_SELECTED', '99.75531768798828', '0', '0', '0', '0', '0.19841505587100983', '0.010264825075864792', '0.019198570400476456', '0.1783110797405243']\n",
      "['1008_1', '22', 'USDA/RHS', '1', 'NOT_SELECTED', '99.92753601074219', '0', '0', '0', '0', '0.30683451890945435', '0.010161425918340683', '0.01864398457109928', '0.17848560214042664']\n",
      "['1008_1', '22', 'ESTABLISHED_PROJECT', '1', 'NOT_SELECTED', '99.6473617553711', '0', '0', '0', '0', '0.17662043869495392', '0.011236647143959999', '0.017095206305384636', '0.3054737150669098']\n",
      "['1008_1', '22', '1 Co-op', '97.59292602539062', 'NOT_SELECTED', '96.75347900390625', '0.20195987820625305', '0.0073407478630542755', '0.03409711644053459', '0.5703752636909485', '0.19789060950279236', '0.011215291917324066', '0.017173143103718758', '0.5488694906234741']\n",
      "['1008_1', '22', 'PUD', '1', 'NOT_SELECTED', '99.8391342163086', '0', '0', '0', '0', '0.18771667778491974', '0.010431197471916676', '0.018304698169231415', '0.17886294424533844']\n",
      "['1008_1', '22', 'AUS', '1', 'SELECTED', '98.98792266845703', '0', '0', '0', '0', '0.6745848059654236', '0.010301710106432438', '0.018611468374729156', '0.17834900319576263']\n",
      "['1008_1', '22', 'Fixed-Rate_Monthly Payments', '98.7293472290039', 'SELECTED', '99.79634094238281', '0.2776772379875183', '0.007352616637945175', '0.13507498800754547', '0.29242658615112305', '0.2737064063549042', '0.010905520059168339', '0.017766384407877922', '0.2707834839820862']\n",
      "['1008_1', '22', 'BROKER', '1', 'NOT_SELECTED', '99.68669128417969', '0', '0', '0', '0', '0.3604764938354492', '0.010663029737770557', '0.018351715058088303', '0.41428259015083313']\n",
      "['1008_1', '22', 'Second Home', '99.74628448486328', 'NOT_SELECTED', '99.92909240722656', '0.15857860445976257', '0.0063446746207773685', '0.05999540537595749', '0.7624474167823792', '0.1549411565065384', '0.010738777928054333', '0.018154911696910858', '0.7420798540115356']\n",
      "['1008_1', '22', 'VA', '1', 'NOT_SELECTED', '99.84837341308594', '0', '0', '0', '0', '0.2955802083015442', '0.010948391631245613', '0.01769743114709854', '0.17888209223747253']\n",
      "['1008_1', '22', 'FHA', '1', 'NOT_SELECTED', '99.9376449584961', '0', '0', '0', '0', '0.2844083309173584', '0.011236530728638172', '0.01736379787325859', '0.17932426929473877']\n",
      "['1008_1', '22', 'Cash-Out Refinance', '99.35050201416016', 'NOT_SELECTED', '99.8021011352539', '0.28866446018218994', '0.006012698169797659', '0.08545272797346115', '0.47798675298690796', '0.2850036025047302', '0.010736122727394104', '0.017526544630527496', '0.4562620222568512']\n",
      "['1008_1', '22', 'LIMITED_CASH-OUT_REFINANCE_(FANNIE)', '1', 'NOT_SELECTED', '97.60885620117188', '0', '0', '0', '0', '0.2958875596523285', '0.010887718759477139', '0.017644638195633888', '0.4563714563846588']\n",
      "['1008_1', '22', 'NO_CASH-OUT_REFINANCE_(FREDDIE)', '1', 'SELECTED', '99.78199005126953', '0', '0', '0', '0', '0.30634716153144836', '0.010793515481054783', '0.01775852032005787', '0.45606574416160583']\n",
      "['1008_1', '22', 'SELLER/OTHER', '1', 'NOT_SELECTED', '99.6058578491211', '0', '0', '0', '0', '0.37142619490623474', '0.010980942286550999', '0.017498169094324112', '0.64958655834198']\n",
      "['1008_1', '22', 'LP', '1', 'SELECTED', '98.33600616455078', '0', '0', '0', '0', '0.684888482093811', '0.011630283668637276', '0.017287148162722588', '0.246598020195961']\n",
      "['1008_1', '22', 'T_FANNIE_MAE_REVIEW', '1', 'NOT_SELECTED', '99.19800567626953', '0', '0', '0', '0', '0.2090854048728943', '0.011535495519638062', '0.017314424738287926', '0.41465267539024353']\n",
      "['1008_1', '22', 'CONVENTIONAL', '1', 'SELECTED', '99.92991638183594', '0', '0', '0', '0', '0.27329692244529724', '0.011317835189402103', '0.01753624714910984', '0.17854173481464386']\n",
      "['1008_1', '22', 'Multiwide', '99.98470306396484', 'NOT_SELECTED', '99.92320251464844', '0.22368018329143524', '0.006007529329508543', '0.04229127615690231', '0.22556456923484802', '0.22094237804412842', '0.010301586240530014', '0.01916809007525444', '0.20321868360042572']\n",
      "['1008_1', '22', 'ARM', '1', 'NOT_SELECTED', '99.70295715332031', '0', '0', '0', '0', '0.306398868560791', '0.01093785185366869', '0.0186595655977726', '0.2709130644798279']\n",
      "['1008_1', '22', 'FIRST_MORTGAGE', '1', 'SELECTED', '99.88460540771484', '0', '0', '0', '0', '0.2736680507659912', '0.011277111247181892', '0.018183032050728798', '0.6482076644897461']\n",
      "['1008_1', '22', 'Co-op', '99.93146514892578', 'NOT_SELECTED', '99.71138000488281', '0.19133590161800385', '0.007005619816482067', '0.02503105439245701', '0.25103750824928284', '0.18754278123378754', '0.010923626832664013', '0.018132172524929047', '0.22906441986560822']\n",
      "['1008_1', '22', '1_UNIT', '1', 'SELECTED', '99.725830078125', '0', '0', '0', '0', '0.15419232845306396', '0.01106904074549675', '0.017927339300513268', '0.17889532446861267']\n",
      "['1008_1', '22', 'F PUD', '92.00506591796875', 'NOT_SELECTED', '98.45624542236328', '0.18061983585357666', '0.006005981471389532', '0.026759738102555275', '0.5703839659690857', '0.17682193219661713', '0.011378017254173756', '0.01777641288936138', '0.5489304661750793']\n",
      "['1008_1', '22', 'T PUD', '97.8113021850586', 'NOT_SELECTED', '98.44828033447266', '0.1909567266702652', '0.006339642684906721', '0.02848619967699051', '0.5699483156204224', '0.1875840425491333', '0.011184454895555973', '0.017709827050566673', '0.5487866997718811']\n",
      "['1008_1', '22', 'P Limited Review New', '96.63280487060547', 'NOT_SELECTED', '98.79960632324219', '0.16962523758411407', '0.006349643692374229', '0.09753374755382538', '0.43574216961860657', '0.16478611528873444', '0.011942639946937561', '0.016725560650229454', '0.415177583694458']\n",
      "['1008_1', '22', 'SECOND_MORTGAGE', '1', 'NOT_SELECTED', '99.83161926269531', '0', '0', '0', '0', '0.31754282116889954', '0.010619886219501495', '0.018700480461120605', '0.6492945551872253']\n",
      "['1008_1', '22', 'FREDDIE_MAC', '1', 'NOT_SELECTED', '99.9371109008789', '0', '0', '0', '0', '0.360273540019989', '0.01082545705139637', '0.01861264370381832', '0.7332243919372559']\n",
      "['1008_1', '22', 'INVESTMENT_PROPERTY', '1', 'NOT_SELECTED', '99.7587890625', '0', '0', '0', '0', '0.16554255783557892', '0.011125524528324604', '0.0185395460575819', '0.615715742111206']\n",
      "['1008_1', '22', 'CONDOMINIUM', '1', 'NOT_SELECTED', '99.86177825927734', '0', '0', '0', '0', '0.1768258661031723', '0.011284093372523785', '0.01795288175344467', '0.1789734959602356']\n",
      "['1008_1', '22', 'MANUAL_UNDERWRITING', '1', 'NOT_SELECTED', '99.90290069580078', '0', '0', '0', '0', '0.6638126373291016', '0.011260798200964928', '0.01817905157804489', '0.17879317700862885']\n",
      "['1008_1', '22', 'BALLOON', '1', 'NOT_SELECTED', '99.68392944335938', '0', '0', '0', '0', '0.2953502833843231', '0.01154670026153326', '0.017626149579882622', '0.2715131938457489']\n",
      "['1008_1', '22', 'Fixed-Rate_Biweekly Payments', '98.73529815673828', 'NOT_SELECTED', '99.9232406616211', '0.2883472144603729', '0.00768633047118783', '0.13939082622528076', '0.29199036955833435', '0.28395259380340576', '0.011596265248954296', '0.017848042771220207', '0.2713727653026581']\n",
      "['1008_1', '22', 'E PUD', '97.62544250488281', 'NOT_SELECTED', '99.70185852050781', '0.16961590945720673', '0.006006082985550165', '0.027191264554858208', '0.5699566602706909', '0.16521181166172028', '0.011826167814433575', '0.017250003293156624', '0.5489251613616943']\n",
      "['1008_1', '22', 'SINGLE_WIDE', '1', 'NOT_SELECTED', '99.80545043945312', '0', '0', '0', '0', '0.2093077450990677', '0.011228515766561031', '0.018522869795560837', '0.2033771425485611']\n",
      "['1008_1', '22', '2- to 4-units', '79.43279266357422', 'NOT_SELECTED', '99.86729431152344', '0.1693325936794281', '0.006676350254565477', '0.053510211408138275', '0.20056040585041046', '0.16495651006698608', '0.011673294007778168', '0.018234195187687874', '0.17883454263210297']\n",
      "['1008_1', '22', 'Form', '99.61853790283203', '1008 06/09', '86.55672454833984', '0.9012856483459473', '0.005003039725124836', '0.017267689108848572', '0.7626137137413025', '0.9012855291366577', '0.005336655769497156', '0.03971394523978233', '0.7824694514274597']\n",
      "['1008_1', '22', 'Q Limited Review Est.', '84.64588165283203', 'NOT_SELECTED', '99.41287994384766', '0.18062934279441833', '0.006015699822455645', '0.09537595510482788', '0.43573784828186035', '0.1764925718307495', '0.011882307939231396', '0.017432352527976036', '0.41447481513023376']\n",
      "['1008_1', '22', 'STREAMLINED_REVIEW', '1', 'NOT_SELECTED', '99.70993041992188', '0', '0', '0', '0', '0.16457583010196686', '0.012394039891660213', '0.016944512724876404', '0.30574488639831543']\n",
      "['1008_1', '22', 'DU', '1', 'NOT_SELECTED', '99.87217712402344', '0', '0', '0', '0', '0.685249924659729', '0.011367945931851864', '0.01907609961926937', '0.20322947204113007']\n",
      "['1008_1', '22', 'NOTE_RATE', '1', '4. 25%', '63.32979202270508', '0', '0', '0', '0', '0.5908028483390808', '0.007672331295907497', '0.03668617829680443', '0.37730973958969116']\n",
      "['1008_1', '22', 'INITIAL_NOTE_RATE', '1', '4.25%', '97.60250091552734', '0', '0', '0', '0', '0.3743821978569031', '0.007673483807593584', '0.03754797205328941', '0.36402109265327454']\n",
      "['1008_1', '22', 'Primary Housing Expense/Income', '99.23175811767578', '33. 84%', '90.56941986083984', '0.5374534726142883', '0.007346758618950844', '0.1437048763036728', '0.17537030577659607', '0.5367794632911682', '0.007339630741626024', '0.04359069839119911', '0.3708587884902954']\n",
      "['1008_1', '22', 'LTV', '1', '84. 00%', '86.66795349121094', '0', '0', '0', '0', '0.5367688536643982', '0.007339867297559977', '0.04402456805109978', '0.5132768154144287']\n",
      "['1008_1', '22', 'DEBT-TO-HOUSING_GAP_RATIO_(FREDDIE)', '1', '15. 62%', '90.89677429199219', '0', '0', '0', '0', '0.558121919631958', '0.007672938518226147', '0.04315940663218498', '0.37128138542175293']\n",
      "['1008_1', '22', 'HCLTV/HTLTV', '99.66587829589844', '84. 00%', '75.56314849853516', '0.5591166615486145', '0.006007103715091944', '0.06430701166391373', '0.4312690794467926', '0.5581119656562805', '0.007673152722418308', '0.04316166043281555', '0.5136998891830444']\n",
      "['1008_1', '22', 'TOTAL_OBLIGATIONS_OR_INCOME', '1', '49. 46%', '92.31657409667969', '0', '0', '0', '0', '0.5474506616592407', '0.007673066575080156', '0.04402245953679085', '0.37042269110679626']\n",
      "['1008_1', '22', 'CLTV_OR_TLTV', '1', '84. 00%', '93.57592010498047', '0', '0', '0', '0', '0.5474403500556946', '0.007673281244933605', '0.044024765491485596', '0.5132725238800049']\n",
      "['1008_1', '22', 'LP Doc Class (Freddie)', '99.89716339111328', 'Accept', '99.93921661376953', '0.7212004661560059', '0.0073402333073318005', '0.09710152447223663', '0.20031839609146118', '0.7208636999130249', '0.008672244846820831', '0.040570955723524094', '0.34316182136535645']\n",
      "['1008_1', '22', 'FORM_NUMBER', '1', '1004/70', '95.49468231201172', '0', '0', '0', '0', '0.6231428980827332', '0.008339975960552692', '0.047909628599882126', '0.5002948641777039']\n",
      "['1008_1', '22', 'ext.', '99.89091491699219', '', '1', '0.8412504196166992', '0.0056701768189668655', '0.016404375433921814', '0.7423478364944458', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'SELLER_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'SOURCE_OF_FUNDS', '1', 'See Attached', '99.54257202148438', '0', '0', '0', '0', '0.6771599650382996', '0.0076745194382965565', '0.08373748511075974', '0.6591032147407532']\n",
      "['1008_1', '22', 'TERMS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'ALL_OTHER_MONTHLY_PAYMENTS', '1', '$ 896.00', '98.83158111572266', '0', '0', '0', '0', '0.6014490127563477', '0.007676933892071247', '0.10402539372444153', '0.7195576429367065']\n",
      "['1008_1', '22', 'HAZARD_INSURANCE', '1', '$ 74.50', '97.60063934326172', '0', '0', '0', '0', '0.49306097626686096', '0.008012039586901665', '0.09970760345458984', '0.7195969223976135']\n",
      "['1008_1', '22', 'MORTGAGE_INSURANCE', '1', '$ 54. 94', '82.69071197509766', '0', '0', '0', '0', '0.5147380828857422', '0.008011970669031143', '0.10359259694814682', '0.7195890545845032']\n",
      "['1008_1', '22', 'TAXES', '1', '$ 104. 86', '94.0849609375', '0', '0', '0', '0', '0.5040661096572876', '0.008012162521481514', '0.10359244048595428', '0.7195929288864136']\n",
      "['1008_1', '22', '(specify)', '99.95787811279297', '', '1', '0.3210344612598419', '0.007673542480915785', '0.036252461373806', '0.320026159286499', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'VERIFIED_ASSETS', '1', '$ 4,374.08', '99.53863525390625', '0', '0', '0', '0', '0.6558112502098083', '0.008009452372789383', '0.10402632504701614', '0.7195377349853516']\n",
      "['1008_1', '22', 'REQUIRED', '1', '$ 1,246.25', '99.05348205566406', '0', '0', '0', '0', '0.644805371761322', '0.008343135006725788', '0.10359463840723038', '0.719541609287262']\n",
      "['1008_1', '22', 'Total Primary Housing Expense', '99.97905731201172', '$ 1,941.33', '99.20003509521484', '0.5591015219688416', '0.007679630536586046', '0.13466376066207886', '0.5784378051757812', '0.558093249797821', '0.008344718255102634', '0.1040249913930893', '0.7195731401443481']\n",
      "['1008_1', '22', 'First Mortgage P&I', '99.94467163085938', '$ 1,707.03', '97.81497192382812', '0.4727315306663513', '0.007343561388552189', '0.08071114867925644', '0.5789027214050293', '0.47138354182243347', '0.008679579943418503', '0.10186567902565002', '0.7196046113967896']\n",
      "['1008_1', '22', 'Present Housing Payment:', '99.9525146484375', '$ 1,915.50', '97.32389831542969', '0.4403805434703827', '0.007013659458607435', '0.11437567323446274', '0.5784836411476135', '0.43870097398757935', '0.008680312894284725', '0.10359171777963638', '0.7196164727210999']\n",
      "['1008_1', '22', 'Total All Monthly Payments', '99.92269897460938', '$ 2,837.33', '97.82598876953125', '0.6131292581558228', '0.0076774549670517445', '0.11998976767063141', '0.5784170627593994', '0.6121213436126709', '0.008677222765982151', '0.10359428077936172', '0.7195533514022827']\n",
      "['1008_1', '22', 'INVESTOR_LOAN_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', '(type)', '99.6558837890625', '', '1', '0.3106991946697235', '0.007005313411355019', '0.024600528180599213', '0.31744158267974854', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'INITIAL_P&I_PAYMENT', '1', '$ 707.03', '80.79188537597656', '0', '0', '0', '0', '0.3633784353733063', '0.008349410258233547', '0.12169811129570007', '0.27642303705215454']\n",
      "['1008_1', '22', 'APPRAISED_VALUE', '1', '$ 418,000.00', '98.26313018798828', '0', '0', '0', '0', '0.21159988641738892', '0.009020467288792133', '0.12301028519868851', '0.70070880651474']\n",
      "['1008_1', '22', 'ORIGINAL_LOAN_AMOUNT', '1', '$ 347,000.00', '98.16688537597656', '0', '0', '0', '0', '0.3523739278316498', '0.00901697389781475', '0.12558215856552124', '0.2764274477958679']\n",
      "['1008_1', '22', 'CONTACT_PHONE_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'AUS_RECOMMENDATION', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'CPM Project ID# (if any)', '97.96217346191406', '', '1', '0.2343009114265442', '0.007683385629206896', '0.10444410145282745', '0.5323845148086548', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'CONTACT_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'CONTACT_TITLE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'AMOUNT_OF_SUBORDINATE_FINANCING', '1', '$', '97.77505493164062', '0', '0', '0', '0', '0.2996580898761749', '0.005669579841196537', '0.005181198939681053', '0.6462969183921814']\n",
      "['1008_1', '22', 'PROJECT_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'ORIGINAL_LOAN_AMOUNT_OF_FIRST_MORTGAGE', '1', '$', '98.89031982421875', '0', '0', '0', '0', '0.39703214168548584', '0.005669594742357731', '0.004749674815684557', '0.6462604403495789']\n",
      "['1008_1', '22', 'Contact Signature', '99.97164916992188', '', '1', '0.8619309067726135', '0.0076716127805411816', '0.0781240165233612', '0.5114223957061768', '0', '0', '0', '0']\n",
      "['1008_1', '22', 'UNDERWRITER_COMMENTS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'OVERTIME_CONTINANCE_LIKELY', '1', 'N/A', '45.0', '0', '0', '0', '0', '0.4768635630607605', '0.011024124920368195', '0.030655616894364357', '0.8287164568901062']\n",
      "['1005_undetected', '23', 'BONUS_CONTINUANCE_LIKELY', '1', 'N/A', '67.0', '0', '0', '0', '0', '0.4768635630607605', '0.011024124920368195', '0.030655616894364357', '0.8287164568901062']\n",
      "['1005_undetected', '23', 'TITLE', '1', 'originator', '94.12799835205078', '0', '0', '0', '0', '0.313429057598114', '0.029684877023100853', '0.1378161907196045', '0.3967238962650299']\n",
      "['1005_undetected', '23', 'CURRENT_GROSS_PAY_ANNUAL', '1', 'NOT_SELECTED', '99.92723083496094', '0', '0', '0', '0', '0.479355126619339', '0.012393570505082607', '0.017903359606862068', '0.1975252777338028']\n",
      "['1005_undetected', '23', 'DATE', '1', '10/6/20 authorizes', '93.02873229980469', '0', '0', '0', '0', '0.3157285451889038', '0.02704225666821003', '0.07941163331270218', '0.6279244422912598']\n",
      "['1005_undetected', '23', 'CURRENT_GROSS_PAY_MONTHLY', '1', 'SELECTED', '99.98387145996094', '0', '0', '0', '0', '0.49316927790641785', '0.01151780690997839', '0.01839269883930683', '0.19719894230365753']\n",
      "['1005_undetected', '23', 'DATE', '1', 'October 8, 2020', '92.72445678710938', '0', '0', '0', '0', '0.8545964956283569', '0.010502016171813011', '0.09998837113380432', '0.7556453347206116']\n",
      "['1005_undetected', '23', \"6. Lender's No. (Optional)\", '92.39665985107422', '', '1', '0.31200650334358215', '0.009184744209051132', '0.13919244706630707', '0.7281012535095215', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'Other (Specify)', '92.22767639160156', 'NOT_SELECTED', '99.97879028320312', '0.4949919283390045', '0.009034554474055767', '0.07477311789989471', '0.3234938085079193', '0.4930400848388672', '0.011180010624229908', '0.018707934767007828', '0.3001076579093933']\n",
      "['1005_undetected', '23', 'PROBABILITY_OF_CONTINUED_EMPLOYMENT', '1', 'Likely', '91.877685546875', '0', '0', '0', '0', '0.452465295791626', '0.012286619283258915', '0.04093509912490845', '0.6502975225448608']\n",
      "['1005_undetected', '23', 'CURRENT_GROSS_PAY_HOURLY', '1', 'NOT_SELECTED', '99.98123168945312', '0', '0', '0', '0', '0.4794843792915344', '0.011827887035906315', '0.018985269591212273', '0.3000797927379608']\n",
      "['1005_undetected', '23', 'PRESENT_POSITION', '1', 'Attorney/Shareholder', '91.1936264038086', '0', '0', '0', '0', '0.4516774117946625', '0.01284534577280283', '0.15153349936008453', '0.3346105217933655']\n",
      "['1005_undetected', '23', 'PROJECTED_AMOUNT_OF_NEXT_PAY_INCREASE', '1', 'N/A', '91.14115142822266', '0', '0', '0', '0', '0.5999288558959961', '0.009605561383068562', '0.029494736343622208', '0.7456552386283875']\n",
      "['1005_undetected', '23', 'APPLICANT_DATE_OF_EMPLOYMENT', '1', '3/14/2014', '90.91968536376953', '0', '0', '0', '0', '0.4520953893661499', '0.009542781859636307', '0.0685662180185318', '0.158290833234787']\n",
      "['1005_undetected', '23', \"DATE_OF_APPLICANT'S_NEXT_PAY_INCREASE\", '1', 'N/A', '90.88275146484375', '0', '0', '0', '0', '0.5708345770835876', '0.009953903034329414', '0.029794778674840927', '0.7380562424659729']\n",
      "['1005_undetected', '23', 'DATE_OF_APPLICANT_LAST_PAY_INCREASE', '1', 'N/A', '90.71210479736328', '0', '0', '0', '0', '0.6254905462265015', '0.00970244500786066', '0.029943248257040977', '0.7447808384895325']\n",
      "['1005_undetected', '23', 'AMOUNT_OF_LAST_PAY_INCREASE', '1', 'N/A', '90.4202651977539', '0', '0', '0', '0', '0.6639771461486816', '0.010107919573783875', '0.029935143887996674', '0.7528890371322632']\n",
      "['1005_undetected', '23', '8. Signature of Applicant', '89.57474517822266', '', '1', '0.35193192958831787', '0.009447664022445679', '0.13432766497135162', '0.6085322499275208', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', '15. If paid hourly-average hours per week', '89.38420104980469', 'N/A', '89.38420104980469', '0.5194158554077148', '0.008966079913079739', '0.21704627573490143', '0.665462076663971', '0.5316326022148132', '0.009601498022675514', '0.02894001454114914', '0.7330164313316345']\n",
      "['1005_undetected', '23', 'CURRENT_GROSS_PAY_WEEKLY', '1', 'NOT_SELECTED', '99.96139526367188', '0', '0', '0', '0', '0.5070705413818359', '0.011402519419789314', '0.0184416975826025', '0.19762642681598663']\n",
      "['1005_undetected', '23', 'NAME_AND_ADDRESS_OF_EMPLOYER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'NAME_AND_ADDRESS_OF_APPLICANT_(INCLUDE_EMPLOYEE_OR_BADGE_NUMBER)', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'POSITION_HELD', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'TITLE', '1', 'Senior Manager, Compensation & Benefits', '86.73189544677734', '0', '0', '0', '0', '0.8462546467781067', '0.011258370243012905', '0.2708263695240021', '0.4347922205924988']\n",
      "['1005_undetected', '23', 'REASON_FOR_LEAVING', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', '3. Signature of Lender', '85.40768432617188', '', '1', '0.3127986490726471', '0.007890600711107254', '0.11894243210554123', '0.10143151879310608', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'OVERTIME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'NAME_AND_ADDRESS_OF_LENDER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', '26. Signature of Employer', '83.34217834472656', '', '1', '0.8389791250228882', '0.00920524075627327', '0.13943813741207123', '0.10441499203443527', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'PRINT_OR_TYPE_NAME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', '30. Phone No', '80.47998809814453', '', '1', '0.8639031648635864', '0.007821147330105305', '0.0670146718621254', '0.4326961934566498', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'BASE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'BONUS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'COMMISSIONS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'Past Year', '66.39617156982422', '2019', '66.39617156982422', '0.537010133266449', '0.007416171487420797', '0.0492265522480011', '0.27137792110443115', '0.5346106886863708', '0.009240993298590183', '0.030247269198298454', '0.3314734995365143']\n",
      "['1005_undetected', '23', 'Past Year', '63.69441604614258', '2018', '63.69441604614258', '0.5366567373275757', '0.007047082297503948', '0.04942493140697479', '0.3726057708263397', '0.5349889993667603', '0.008604847826063633', '0.03176191821694374', '0.4241461753845215']\n",
      "['1005_undetected', '23', 'DATE_HIRED', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'DATE_TERMINATED', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1005_undetected', '23', 'REMARKS', '1', 'Annual salary is set at $494,167. This amount includes pension/profit sharing contributions and may vary depending upon firm-wide operations. Shareholder ownership is less than 5%.', '53.144691467285156', '0', '0', '0', '0', '0.6937872171401978', '0.026889171451330185', '0.7826806902885437', '0.10484349727630615']\n",
      "['1005_undetected', '23', 'PRO_PAY', '1', '$', '48.140533447265625', '0', '0', '0', '0', '0.6132083535194397', '0.010890369303524494', '0.09486240893602371', '0.5604642629623413']\n",
      "['1005_undetected', '23', 'QUARTERS', '1', '$', '45.09844970703125', '0', '0', '0', '0', '0.5896131992340088', '0.020341960713267326', '0.09427838027477264', '0.560574471950531']\n",
      "['1005_undetected', '23', 'FLIGHT_OR_HAZARD', '1', '$', '42.022674560546875', '0', '0', '0', '0', '0.5482357144355774', '0.023003453388810158', '0.09426136314868927', '0.5601386427879333']\n",
      "['1005_undetected', '23', 'RATIONS', '1', '$', '40.804649353027344', '0', '0', '0', '0', '0.5329337120056152', '0.011305935680866241', '0.09381325542926788', '0.5594626069068909']\n",
      "['1005_undetected', '23', 'OVERSEAS_OR_COMBAT', '1', '$', '40.389305114746094', '0', '0', '0', '0', '0.627275288105011', '0.02322431094944477', '0.09522613883018494', '0.5602847337722778']\n",
      "['1005_undetected', '23', 'CLOTHING', '1', '$', '33.50980758666992', '0', '0', '0', '0', '0.5728185176849365', '0.011550366878509521', '0.09609365463256836', '0.558059811592102']\n",
      "['1005_undetected', '23', 'THRU', '1', '9/30/20', '27.315643310546875', '0', '0', '0', '0', '0.5475005507469177', '0.011388812214136124', '0.05362435430288315', '0.20675766468048096']\n",
      "['1005_undetected', '23', 'VARIABLE_HOUSING_ALLOWANCE', '1', '$', '25.88154411315918', '0', '0', '0', '0', '0.6541649103164673', '0.022841494530439377', '0.09417641162872314', '0.560148298740387']\n",
      "['1005_undetected', '23', 'BASE_PAY', '1', '$', '24.891843795776367', '0', '0', '0', '0', '0.517262876033783', '0.013555323705077171', '0.09266749769449234', '0.5604006052017212']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_STREET', '1', 'Alley', '67.0', '0', '0', '0', '0', '0.5376898050308228', '0.009013468399643898', '0.027483731508255005', '0.6764912009239197']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_RENT_AMOUNT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_OWN_HOUSING', '1', 'No', '72.0', '0', '0', '0', '0', '0.16161438822746277', '0.007450919132679701', '0.015999289229512215', '0.8796045184135437']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_NO_PRIMARY_HOUSING_EXPENSE', '1', 'No', '54.000003814697266', '0', '0', '0', '0', '0.16161438822746277', '0.007450919132679701', '0.015999289229512215', '0.8796045184135437']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_EMPLOYER_UNIT_NUMBER', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_EMPLOYER_COUNTRY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_RENT_PER_MONTH', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_OWN_HOUSING', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_ZIP_CODE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_STATE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'CURRENT_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_LENGTH_MONTHS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_ADDRESS_LENGTH_YEARS', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_STREET', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'MAILING_ADDRESS_CITY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FORMER_NO_PRIMARY_HOUSING_EXPENSE', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'EMPLOYMENT_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'HOA', '99.67881774902344', '$', '91.54379272460938', '0.11311892420053482', '0.007677968125790358', '0.026380758732557297', '0.7373583912849426', '0.11311594396829605', '0.008338428102433681', '0.006047878414392471', '0.7670338153839111']\n",
      "['1003_1', '24', 'Special Assessments', '99.91520690917969', '$', '97.3731460571289', '0.11286400258541107', '0.009039536118507385', '0.11430062353610992', '0.40324777364730835', '0.11286084353923798', '0.008338560350239277', '0.007145905867218971', '0.520293653011322']\n",
      "['1003_1', '24', 'Contract Price', '98.4781723022461', '$', '93.77072143554688', '0.23369945585727692', '0.007693015038967133', '0.07638002932071686', '0.0444464311003685', '0.23336279392242432', '0.008338803425431252', '0.007144479546695948', '0.12412245571613312']\n",
      "['1003_1', '24', 'R.E. Taxes', '98.47402954101562', '$', '95.01409912109375', '0.08875700831413269', '0.007688181009143591', '0.05825458839535713', '0.7664759755134583', '0.08842019736766815', '0.008338887244462967', '0.007696730084717274', '0.8274754285812378']\n",
      "['1003_1', '24', 'Commercial', '99.96720886230469', '%', '99.78585815429688', '0.35485780239105225', '0.007689761929214001', '0.06430650502443314', '0.8314189910888672', '0.35517147183418274', '0.007340531796216965', '0.01044565811753273', '0.9528821110725403']\n",
      "['1003_1', '24', 'One-Unit', '99.54151153564453', '%', '99.65802764892578', '0.31850916147232056', '0.00835258886218071', '0.05001634359359741', '0.830856204032898', '0.31848466396331787', '0.007673903368413448', '0.010445663705468178', '0.9528672695159912']\n",
      "['1003_1', '24', '2-4 Unit', '97.89408874511719', '%', '99.82276916503906', '0.33085086941719055', '0.007350104860961437', '0.04342095926403999', '0.83141028881073', '0.33049115538597107', '0.007674114778637886', '0.01099531538784504', '0.9523225426673889']\n",
      "['1003_1', '24', 'Multi-Family', '99.86665344238281', '%', '99.77151489257812', '0.3428507149219513', '0.00935768149793148', '0.06540610641241074', '0.8319641947746277', '0.34283125400543213', '0.007674165070056915', '0.010995361022651196', '0.9523274898529053']\n",
      "['1003_1', '24', 'Basement Finish', '99.77827453613281', '%', '99.63706970214844', '0.6745402812957764', '0.007361811585724354', '0.08958631008863449', '0.2780606746673584', '0.6741722822189331', '0.00767527474090457', '0.011543937027454376', '0.4885600805282593']\n",
      "['1003_1', '24', 'CURRENT_GROSS_MONTHLY_INCOME_OTHER', '1', '%', '99.87994384765625', '0', '0', '0', '0', '0.36617738008499146', '0.008341309614479542', '0.010995726101100445', '0.9534361958503723']\n",
      "['1003_1', '24', 'Yes', '99.9521484375', 'NOT_SELECTED', '99.92051696777344', '0.5621041655540466', '0.007343629840761423', '0.02033674344420433', '0.445114403963089', '0.5622556209564209', '0.0087819155305624', '0.014880159869790077', '0.42784789204597473']\n",
      "['1003_1', '24', '25-75%', '99.92150115966797', 'NOT_SELECTED', '99.79877471923828', '0.33070608973503113', '0.007683100178837776', '0.04341358691453934', '0.19392305612564087', '0.33048227429389954', '0.008653145283460617', '0.014610770158469677', '0.1762416958808899']\n",
      "['1003_1', '24', 'CURRENT_GROSS_MONTHLY_INCOME_OTHER', '1', 'NOT_SELECTED', '99.89974212646484', '0', '0', '0', '0', '0.7610399127006531', '0.008824103511869907', '0.014660299755632877', '0.6427140831947327']\n",
      "['1003_1', '24', 'In Balance', '97.67024230957031', 'NOT_SELECTED', '99.89978790283203', '0.33093351125717163', '0.00735345808789134', '0.055508069694042206', '0.5401339530944824', '0.33062824606895447', '0.008973692543804646', '0.014478180557489395', '0.5224317908287048']\n",
      "['1003_1', '24', '3-6 mths', '99.34151458740234', 'NOT_SELECTED', '99.88167572021484', '0.3429417312145233', '0.007351503241807222', '0.048913437873125076', '0.5395875573158264', '0.3426613211631775', '0.008886241354048252', '0.014761451631784439', '0.5223854780197144']\n",
      "['1003_1', '24', 'Woodstove(s) #', '83.64122772216797', 'NOT_SELECTED', '99.77412414550781', '0.7248152494430542', '0.009027625434100628', '0.08080202341079712', '0.661159098148346', '0.7244182825088501', '0.008978961035609245', '0.01478724554181099', '0.6428616046905518']\n",
      "['1003_1', '24', 'Yes', '99.97650909423828', 'NOT_SELECTED', '99.93222045898438', '0.9333353638648987', '0.007344746496528387', '0.019791273400187492', '0.6903562545776367', '0.933093249797821', '0.009050910361111164', '0.01490344014018774', '0.6721213459968567']\n",
      "['1003_1', '24', 'No', '99.32715606689453', 'NOT_SELECTED', '99.93099975585938', '0.9333246350288391', '0.0073438906110823154', '0.015943706035614014', '0.7403783798217773', '0.9329994916915894', '0.009056867100298405', '0.014746597968041897', '0.7218990921974182']\n",
      "['1003_1', '24', 'One with Accessory Unit', '99.66541290283203', 'NOT_SELECTED', '99.93358612060547', '0.6378731727600098', '0.009038647636771202', '0.12365706264972687', '0.14780369400978088', '0.6376270651817322', '0.009034705348312855', '0.015039964579045773', '0.12937863171100616']\n",
      "['1003_1', '24', 'Increasing', '99.93958282470703', 'NOT_SELECTED', '99.93709564208984', '0.31862175464630127', '0.009020388126373291', '0.053858283907175064', '0.4483552575111389', '0.31797999143600464', '0.009327053092420101', '0.014824154786765575', '0.4296242892742157']\n",
      "['1003_1', '24', 'Over 6 mths', '97.52863311767578', 'NOT_SELECTED', '99.9388427734375', '0.34291452169418335', '0.007689444348216057', '0.06375319510698318', '0.6170766353607178', '0.34265199303627014', '0.009104232303798199', '0.015011980198323727', '0.5986725091934204']\n",
      "['1003_1', '24', 'No', '99.90878295898438', 'NOT_SELECTED', '99.92179870605469', '0.24578122794628143', '0.0073417779058218', '0.015941187739372253', '0.9456931948661804', '0.24522675573825836', '0.00913902185857296', '0.014784851111471653', '0.9279414415359497']\n",
      "['1003_1', '24', 'Yes', '99.98448944091797', 'NOT_SELECTED', '99.93407440185547', '0.16177766025066376', '0.007342617958784103', '0.019787022843956947', '0.8302497863769531', '0.1613653302192688', '0.009086978621780872', '0.014862850308418274', '0.811813235282898']\n",
      "['1003_1', '24', 'No', '99.86483764648438', 'NOT_SELECTED', '99.91230010986328', '0.2338540256023407', '0.007341539487242699', '0.01593962125480175', '0.6890367865562439', '0.23300573229789734', '0.009189488366246223', '0.014798791147768497', '0.674127995967865']\n",
      "['1003_1', '24', 'Shortage', '99.96099090576172', 'NOT_SELECTED', '99.90690612792969', '0.3309629559516907', '0.009018766693770885', '0.04836292192339897', '0.4478085935115814', '0.33048999309539795', '0.00895334966480732', '0.01481886487454176', '0.42955535650253296']\n",
      "['1003_1', '24', 'Over Supply', '97.47236633300781', 'NOT_SELECTED', '99.93391418457031', '0.33090779185295105', '0.009023970924317837', '0.065402090549469', '0.617073118686676', '0.3303542137145996', '0.009245811961591244', '0.014949903823435307', '0.5986769795417786']\n",
      "['1003_1', '24', 'Illegal', '99.90825653076172', 'NOT_SELECTED', '99.91951751708984', '0.4773429334163666', '0.009014264680445194', '0.03132953494787216', '0.5835902690887451', '0.47714561223983765', '0.009027780964970589', '0.01499452069401741', '0.564987063407898']\n",
      "['1003_1', '24', 'Fireplace(s) #', '95.089599609375', 'NOT_SELECTED', '99.90106964111328', '0.7371929287910461', '0.009025664068758488', '0.07365436106920242', '0.5319966673851013', '0.7365494966506958', '0.009236329235136509', '0.015081850811839104', '0.5124047994613647']\n",
      "['1003_1', '24', 'Fence', '99.95838165283203', 'NOT_SELECTED', '99.93854522705078', '0.737170398235321', '0.007347495760768652', '0.032981496304273605', '0.6617125272750854', '0.736681342124939', '0.008848381228744984', '0.014796928502619267', '0.6427690982818604']\n",
      "['1003_1', '24', 'Garage', '99.95948791503906', 'NOT_SELECTED', '99.89317321777344', '0.7371358275413513', '0.009017420932650566', '0.040129050612449646', '0.7908822298049927', '0.7364569306373596', '0.008964909240603447', '0.014883111231029034', '0.7726234197616577']\n",
      "['1003_1', '24', 'Porch', '99.95720672607422', 'NOT_SELECTED', '99.91983795166016', '0.7491804957389832', '0.007346960250288248', '0.030782995745539665', '0.6617161631584167', '0.7487326264381409', '0.008920619264245033', '0.014889133162796497', '0.642605185508728']\n",
      "['1003_1', '24', 'Carport', '99.92233276367188', 'NOT_SELECTED', '99.95068359375', '0.7491454482078552', '0.008684113621711731', '0.041228435933589935', '0.7903367877006531', '0.7488670349121094', '0.009029039181768894', '0.014786170795559883', '0.7722898721694946']\n",
      "['1003_1', '24', 'Att.', '99.94068145751953', 'NOT_SELECTED', '99.91419219970703', '0.7614946961402893', '0.0073441872373223305', '0.019241103902459145', '0.7892417311668396', '0.7612602114677429', '0.008920054882764816', '0.014856778085231781', '0.7715966105461121']\n",
      "['1003_1', '24', 'Washer/Dryer', '99.86268615722656', 'NOT_SELECTED', '99.68730926513672', '0.7745555639266968', '0.009025740437209606', '0.07420497387647629', '0.533105731010437', '0.7742941379547119', '0.00896401796489954', '0.014522971585392952', '0.5182331800460815']\n",
      "['1003_1', '24', 'Purchase Transaction', '99.95543670654297', 'NOT_SELECTED', '99.91590118408203', '0.13727997243404388', '0.0077060810290277', '0.11649291962385178', '0.16751952469348907', '0.13713093101978302', '0.00918138399720192', '0.01504248846322298', '0.14859792590141296']\n",
      "['1003_1', '24', 'Stable', '99.96157836914062', 'NOT_SELECTED', '99.93592834472656', '0.3430483341217041', '0.007346376311033964', '0.03242314234375954', '0.19447438418865204', '0.342540979385376', '0.009103222750127316', '0.01475624367594719', '0.17651113867759705']\n",
      "['1003_1', '24', 'Legal', '99.95862579345703', 'NOT_SELECTED', '99.908935546875', '0.47745686769485474', '0.00901357177644968', '0.03022651933133602', '0.17855721712112427', '0.47727346420288086', '0.009054143913090229', '0.014989237301051617', '0.16011817753314972']\n",
      "['1003_1', '24', 'Legal Nonconforming (Grandfathered Use)', '99.19810485839844', 'NOT_SELECTED', '99.91561126708984', '0.4773842394351959', '0.009069294668734074', '0.2286219298839569', '0.23900772631168365', '0.4772116541862488', '0.009136480279266834', '0.015124496072530746', '0.21992439031600952']\n",
      "['1003_1', '24', 'Gas', '99.64273834228516', 'NOT_SELECTED', '99.9183349609375', '0.5378644466400146', '0.007677384652197361', '0.022532077506184578', '0.04447554424405098', '0.5377180576324463', '0.009111182764172554', '0.014988267794251442', '0.12488208711147308']\n",
      "['1003_1', '24', 'CURRENT_GROSS_MONTHLY_INCOME_OTHER', '1', 'NOT_SELECTED', '99.93009948730469', '0', '0', '0', '0', '0.1251881867647171', '0.008907757699489594', '0.014783640392124653', '0.3742423355579376']\n",
      "['1003_1', '24', 'Under 25%', '99.55176544189453', 'NOT_SELECTED', '99.95603942871094', '0.33067891001701355', '0.007687393110245466', '0.05770246312022209', '0.2714061439037323', '0.33036839962005615', '0.009077015332877636', '0.014868611469864845', '0.2530011534690857']\n",
      "['1003_1', '24', 'Slow', '99.98507690429688', 'NOT_SELECTED', '99.94145965576172', '0.34302759170532227', '0.007344492245465517', '0.025829415768384933', '0.2714082598686218', '0.3425579369068146', '0.009077131748199463', '0.014935889281332493', '0.2530137002468109']\n",
      "['1003_1', '24', 'Under 3 mths', '91.32889556884766', 'NOT_SELECTED', '99.94973754882812', '0.3429632782936096', '0.007356777787208557', '0.06704777479171753', '0.4483609199523926', '0.34251877665519714', '0.009080744348466396', '0.014877084642648697', '0.42982691526412964']\n",
      "['1003_1', '24', 'Sanitary Sewer', '99.91120147705078', 'NOT_SELECTED', '99.92101287841797', '0.5377654433250427', '0.009361767210066319', '0.08243939280509949', '0.34563425183296204', '0.5375270247459412', '0.009092768654227257', '0.014975055120885372', '0.4575667381286621']\n",
      "['1003_1', '24', 'Partial Basement', '99.73080444335938', 'NOT_SELECTED', '99.93008422851562', '0.6501553654670715', '0.007696310058236122', '0.09233647584915161', '0.4061126708984375', '0.6495609879493713', '0.008988223038613796', '0.015055402182042599', '0.3871682584285736']\n",
      "['1003_1', '24', 'Settlement', '99.95923614501953', 'NOT_SELECTED', '99.93594360351562', '0.7118812799453735', '0.007353572640568018', '0.05771155282855034', '0.38634002208709717', '0.7112469673156738', '0.009083042852580547', '0.015081548132002354', '0.3677825927734375']\n",
      "['1003_1', '24', 'Stairs', '99.898681640625', 'NOT_SELECTED', '99.89295959472656', '0.7369589805603027', '0.007680147886276245', '0.030778605490922928', '0.18134185671806335', '0.7368451952934265', '0.009038646705448627', '0.01502982061356306', '0.1628146469593048']\n",
      "['1003_1', '24', 'Scuttle', '99.96320343017578', 'NOT_SELECTED', '99.90775299072266', '0.7493000030517578', '0.007348111364990473', '0.036824315786361694', '0.18134360015392303', '0.7487483620643616', '0.008996942080557346', '0.015112780965864658', '0.16279365122318268']\n",
      "['1003_1', '24', 'Dishwasher', '99.97866821289062', 'NOT_SELECTED', '99.76073455810547', '0.7742821574211121', '0.007688404060900211', '0.06320786476135254', '0.30281081795692444', '0.7741698622703552', '0.008970686234533787', '0.015032134018838406', '0.2874224781990051']\n",
      "['1003_1', '24', 'CURRENT_GROSS_MONTHLY_INCOME_OTHER', '1', 'NOT_SELECTED', '99.8698501586914', '0', '0', '0', '0', '0.7738877534866333', '0.009306983090937138', '0.01511740405112505', '0.6156319379806519']\n",
      "['1003_1', '24', 'Crawl Space', '99.6337890625', 'NOT_SELECTED', '99.92957305908203', '0.6378199458122253', '0.009357823990285397', '0.06815347075462341', '0.40501078963279724', '0.637558102607727', '0.009095515124499798', '0.015416974201798439', '0.3859986364841461']\n",
      "['1003_1', '24', 'Sump Pump', '99.4592514038086', 'NOT_SELECTED', '99.93840789794922', '0.6865168213844299', '0.0090239392593503', '0.06705562025308609', '0.42480745911598206', '0.6858852505683899', '0.00928681530058384', '0.015111190266907215', '0.4061020016670227']\n",
      "['1003_1', '24', 'Concrete Slab', '99.36741638183594', 'NOT_SELECTED', '99.89271545410156', '0.6378459334373474', '0.007692220155149698', '0.07694485783576965', '0.2978394627571106', '0.6376427412033081', '0.00919092632830143', '0.015216927975416183', '0.27945610880851746']\n",
      "['1003_1', '24', 'per year', '97.44056701660156', 'NOT_SELECTED', '99.87527465820312', '0.11474961042404175', '0.007350543048232794', '0.045066483318805695', '0.833530068397522', '0.11320594698190689', '0.009132313542068005', '0.015289566479623318', '0.8146820664405823']\n",
      "['1003_1', '24', 'Patio/Deck', '99.73675537109375', 'NOT_SELECTED', '99.93121337890625', '0.7492062449455261', '0.007687517907470465', '0.05881379917263985', '0.5314501523971558', '0.7487956881523132', '0.009133237414062023', '0.014921765774488449', '0.5123944282531738']\n",
      "['1003_1', '24', 'Det.', '99.97698974609375', 'NOT_SELECTED', '99.90921020507812', '0.7614770531654358', '0.007344791200011969', '0.021440278738737106', '0.8574013710021973', '0.7610374093055725', '0.009271577931940556', '0.015235020779073238', '0.8381912112236023']\n",
      "['1003_1', '24', 'Urban', '99.94023132324219', 'NOT_SELECTED', '99.94108581542969', '0.31872695684432983', '0.0073459516279399395', '0.03132311999797821', '0.11698930710554123', '0.318053662776947', '0.00932313408702612', '0.014990130439400673', '0.09862949699163437']\n",
      "['1003_1', '24', 'Suburban', '99.98464965820312', 'NOT_SELECTED', '99.92985534667969', '0.31869837641716003', '0.00701807951554656', '0.050007615238428116', '0.19447080790996552', '0.3178757131099701', '0.009403359144926071', '0.014556888490915298', '0.17684748768806458']\n",
      "['1003_1', '24', 'Rural', '99.97392272949219', 'NOT_SELECTED', '99.93669128417969', '0.3186820447444916', '0.007345091085880995', '0.028027329593896866', '0.27140405774116516', '0.3180217146873474', '0.00927507784217596', '0.015304760076105595', '0.252747118473053']\n",
      "['1003_1', '24', 'No', '99.55323028564453', 'NOT_SELECTED', '99.94361114501953', '0.5624253153800964', '0.0073424750007689', '0.015940263867378235', '0.49512773752212524', '0.5620816349983215', '0.00907951034605503', '0.014548404142260551', '0.4768930673599243']\n",
      "['1003_1', '24', 'Infestation', '99.96185302734375', 'NOT_SELECTED', '99.8877944946289', '0.6995431184768677', '0.007686588913202286', '0.055512696504592896', '0.37149789929389954', '0.6993019580841064', '0.009415467269718647', '0.015295079909265041', '0.35286882519721985']\n",
      "['1003_1', '24', 'Leasehold', '99.94725799560547', 'NOT_SELECTED', '99.89801025390625', '0.12558439373970032', '0.007353628054261208', '0.056050386279821396', '0.30653828382492065', '0.12500229477882385', '0.009216331876814365', '0.01570259779691696', '0.2885991632938385']\n",
      "['1003_1', '24', 'Central Air Conditioning', '84.65234375', 'NOT_SELECTED', '99.90168762207031', '0.7489014863967896', '0.00937249418348074', '0.1269654631614685', '0.34897375106811523', '0.7486628293991089', '0.009209833107888699', '0.015126151964068413', '0.33121857047080994']\n",
      "['1003_1', '24', 'CURRENT_GROSS_MONTHLY_INCOME_OTHER', '1', 'NOT_SELECTED', '99.88462829589844', '0', '0', '0', '0', '0.760677695274353', '0.009213024750351906', '0.015361681580543518', '0.3955105245113373']\n",
      "['1003_1', '24', 'No', '99.96984100341797', 'NOT_SELECTED', '99.91692352294922', '0.16176334023475647', '0.007341449148952961', '0.0159403458237648', '0.8797107338905334', '0.1612524688243866', '0.009206043556332588', '0.014924253337085247', '0.8617942929267883']\n",
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      "['1003_1', '24', 'did not analyze the contract for sale for the subject purchase transaction.', '99.94029998779297', 'NOT_SELECTED', '99.92395782470703', '0.19890247285366058', '0.009457020089030266', '0.38795581459999084', '0.11093053966760635', '0.19855746626853943', '0.009413253515958786', '0.015321733430027962', '0.09289419651031494']\n",
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      "['1003_1', '24', 'HWBB', '99.96987915039062', 'NOT_SELECTED', '99.5888442993164', '0.7248938679695129', '0.0073478324338793755', '0.035177357494831085', '0.397884726524353', '0.7240854501724243', '0.009815016761422157', '0.01567228138446808', '0.3782910406589508']\n",
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      "['1003_1', '24', 'Under Const.', '99.59636688232422', 'NOT_SELECTED', '99.94625091552734', '0.6742322444915771', '0.00768889719620347', '0.06485293805599213', '0.20441550016403198', '0.6738806962966919', '0.009216132573783398', '0.015862438827753067', '0.18610721826553345']\n",
      "['1003_1', '24', 'Det.', '99.92729949951172', 'NOT_SELECTED', '99.95030212402344', '0.6622627377510071', '0.007677351590245962', '0.02088470757007599', '0.09944431483745575', '0.6617853045463562', '0.009243281558156013', '0.015497259795665741', '0.08013861626386642']\n",
      "['1003_1', '24', 'Finished', '99.91742706298828', 'NOT_SELECTED', '99.95822143554688', '0.761336088180542', '0.007350101135671139', '0.045067161321640015', '0.06538117676973343', '0.7607839703559875', '0.009550105780363083', '0.016050158068537712', '0.0460810512304306']\n",
      "['1003_1', '24', 'Individual', '99.97996520996094', 'NOT_SELECTED', '99.85464477539062', '0.7612762451171875', '0.0073516592383384705', '0.050566159188747406', '0.2984115183353424', '0.7609418034553528', '0.009373090229928493', '0.01560258399695158', '0.2790886163711548']\n",
      "['1003_1', '24', 'Dampness', '99.9848861694336', 'NOT_SELECTED', '99.91484832763672', '0.7119038105010986', '0.009021405130624771', '0.05771059915423393', '0.2984025180339813', '0.7111843228340149', '0.009443128481507301', '0.015565584413707256', '0.27908438444137573']\n",
      "['1003_1', '24', 'did', '99.80667114257812', 'NOT_SELECTED', '99.88616943359375', '0.19902968406677246', '0.007674742490053177', '0.017034824937582016', '0.07136765867471695', '0.19853171706199646', '0.009786454029381275', '0.01675773598253727', '0.051816217601299286']\n",
      "['1003_1', '24', 'Existing', '99.97572326660156', 'NOT_SELECTED', '99.89651489257812', '0.6742753982543945', '0.009349746629595757', '0.03847113996744156', '0.06482265144586563', '0.6735658049583435', '0.009793385863304138', '0.01620546169579029', '0.0460611917078495']\n",
      "['1003_1', '24', 'AGE', '99.97241973876953', '(yrs)', '99.92060089111328', '0.3188645839691162', '0.0070113250985741615', '0.0258331336081028', '0.7813932299613953', '0.33087119460105896', '0.009011764079332352', '0.023635582998394966', '0.7824965715408325']\n",
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      "['1003_1', '24', '# of Cars', '95.92914581298828', '', '1', '0.7491269111633301', '0.007351818960160017', '0.04947391524910927', '0.8557477593421936', '0', '0', '0', '0']\n",
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      "['1003_1', '24', 'Low', '99.95671081542969', '', '1', '0.34322115778923035', '0.007344053126871586', '0.023085249587893486', '0.7489758729934692', '0', '0', '0', '0']\n",
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      "['1003_1', '24', 'FREDDIE_MAC_FORM', '1', '70 March 2005', '97.80204010009766', '0', '0', '0', '0', '0.9728177189826965', '0.007359868381172419', '0.08739368617534637', '0.13245774805545807']\n",
      "['1003_1', '24', '# of Cars', '94.42091369628906', '', '1', '0.7367836236953735', '0.007685564924031496', '0.050023503601551056', '0.8546438217163086', '0', '0', '0', '0']\n",
      "['1003_1', '24', '# of Cars', '92.90668487548828', '', '1', '0.7117636799812317', '0.007351685781031847', '0.04892360046505928', '0.8546345233917236', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FANNIE_MAE_FORM', '1', '1004 March 2005', '99.5928726196289', '0', '0', '0', '0', '0.9726467728614807', '0.007697112392634153', '0.10060274600982666', '0.8679245114326477']\n",
      "['1003_1', '24', 'Zip Code', '99.2507553100586', '', '1', '0.0527222603559494', '0.009019036777317524', '0.048913151025772095', '0.8433992862701416', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Date of Contract', '99.76457977294922', '', '1', '0.23364761471748352', '0.007696845103055239', '0.08847229182720184', '0.20160189270973206', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Square Feet of Gross Living Area Above Grade', '99.8757095336914', '', '1', '0.7871535420417786', '0.00940348207950592', '0.2517554461956024', '0.6743699908256531', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Bedrooms', '99.9894027709961', '', '1', '0.7872607707977295', '0.007686451077461243', '0.05496566742658615', '0.43857094645500183', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FEMA Flood Zone', '99.6614990234375', '', '1', '0.5501068830490112', '0.007364355493336916', '0.09672830998897552', '0.33024850487709045', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Rooms', '99.97267150878906', '', '1', '0.7872941493988037', '0.007348533719778061', '0.03792547434568405', '0.3209506571292877', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Fuel', '99.93109893798828', '', '1', '0.7372404932975769', '0.007011195179075003', '0.02308565564453602', '0.3945896625518799', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Driveway Surface', '99.95691680908203', '', '1', '0.7247839570045471', '0.009364687837660313', '0.09399651736021042', '0.7710900902748108', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Bath Wainscot', '99.39617156982422', '', '1', '0.6864245533943176', '0.007692605722695589', '0.0775047019124031', '0.7710769772529602', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Neighborhood Description', '99.75981903076172', '', '1', '0.37941187620162964', '0.009044650942087173', '0.138480544090271', '0.04555940628051758', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Neighborhood Boundaries', '99.8509521484375', '', '1', '0.3550665080547333', '0.009045340120792389', '0.14012794196605682', '0.0444580502808094', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Effective Age (Yrs)', '99.42110443115234', '', '1', '0.7116243243217468', '0.009365423582494259', '0.09947527945041656', '0.045041754841804504', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Trim/Finish', '99.79736328125', '', '1', '0.6620774865150452', '0.007354212459176779', '0.05881553515791893', '0.7710686326026917', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Census Tract', '99.48133087158203', '', '1', '0.10109052062034607', '0.007359110750257969', '0.07199354469776154', '0.7664802074432373', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Gutters & Downspouts', '97.16593170166016', '', '1', '0.6741380095481873', '0.009037887677550316', '0.12037136405706406', '0.5116441249847412', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FEMA Map Date', '99.38233947753906', '', '1', '0.5499975681304932', '0.009030068293213844', '0.08794408291578293', '0.739701509475708', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Bath Floor', '97.4225845336914', '', '1', '0.6744210124015808', '0.007353340741246939', '0.05551781877875328', '0.7710728645324707', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Storm Sash/Insulated', '99.89918518066406', '', '1', '0.6994917988777161', '0.007702109403908253', '0.1154252141714096', '0.5111009478569031', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Map Reference', '99.06144714355469', '', '1', '0.10116108506917953', '0.008696075528860092', '0.0824308916926384', '0.5356771349906921', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'County', '99.89998626708984', '', '1', '0.06475481390953064', '0.009349219501018524', '0.03902063146233559', '0.7659182548522949', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'FEMA Map #', '76.93325805664062', '', '1', '0.5500646233558655', '0.00902505125850439', '0.07035165280103683', '0.511612594127655', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Design (Style)', '99.74974822998047', '', '1', '0.6866128444671631', '0.009025709703564644', '0.07529278844594955', '0.045039355754852295', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Alley', '99.97118377685547', '', '1', '0.5380231738090515', '0.009013470262289047', '0.027483738958835602', '0.6770409345626831', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Walls', '99.98456573486328', '', '1', '0.6500763297080994', '0.007680021692067385', '0.029134098440408707', '0.7705148458480835', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Shape', '99.98212432861328', '', '1', '0.45299482345581055', '0.009682346135377884', '0.0351765938103199', '0.5802859663963318', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Foundation Walls', '99.9036636352539', '', '1', '0.6377854943275452', '0.007696595974266529', '0.09288802742958069', '0.5110852718353271', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Floors', '99.97733306884766', '', '1', '0.638066291809082', '0.007347575388848782', '0.0335310623049736', '0.770510733127594', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Data Source(s)', '98.92367553710938', '', '1', '0.23349276185035706', '0.009362505748867989', '0.08133930712938309', '0.7143165469169617', '0', '0', '0', '0']\n",
      "['1003_1', '24', '# of Stories', '96.7249526977539', '', '1', '0.6499248147010803', '0.007687797769904137', '0.06100280210375786', '0.04503583535552025', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'View', '99.98794555664062', '', '1', '0.4532760679721832', '0.0073454417288303375', '0.026933595538139343', '0.7731955647468567', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Exterior Walls', '99.55406188964844', '', '1', '0.6501325964927673', '0.007691492792218924', '0.07365144044160843', '0.5116380453109741', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Area', '99.9348373413086', '', '1', '0.45338577032089233', '0.007344831712543964', '0.025831298902630806', '0.3868348300457001', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Window Type', '99.71788787841797', '', '1', '0.6864932179450989', '0.00902544241398573', '0.07255343347787857', '0.5105480551719666', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Roof Surface', '95.08533477783203', '', '1', '0.6621423363685608', '0.0076904576271772385', '0.06980433315038681', '0.5116410851478577', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Tax Year', '99.48454284667969', '', '1', '0.08883510529994965', '0.007350659463554621', '0.04616155847907066', '0.5356739163398743', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Year Built', '99.60935974121094', '', '1', '0.6996280550956726', '0.0073519074358046055', '0.052210498601198196', '0.044491030275821686', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Specific Zoning Classification', '99.64759063720703', '', '1', '0.4651186466217041', '0.009382707066833973', '0.1571691930294037', '0.04446858540177345', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Screens', '99.9822998046875', '', '1', '0.7118527293205261', '0.0073502943851053715', '0.04452211782336235', '0.5111041069030762', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Owner of Public Record', '99.84480285644531', '', '1', '0.06484385579824448', '0.007376729976385832', '0.12693709135055542', '0.40323731303215027', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'File #', '84.93486785888672', '', '1', '0.02606995776295662', '0.007011458743363619', '0.028028806671500206', '0.7928321361541748', '0', '0', '0', '0']\n",
      "['1003_1', '24', '(describe)', '98.12345123291016', '', '1', '0.7741944193840027', '0.009354403242468834', '0.053869832307100296', '0.6639224290847778', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Additional features (special energy efficient items, etc.)', '99.00505828857422', '', '1', '0.7993091344833374', '0.009412779472768307', '0.2929428517818451', '0.04395098611712456', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Report data source(s) used, offering price(s), and date(s).', '99.00665283203125', '', '1', '0.17360490560531616', '0.009432576596736908', '0.30716797709465027', '0.044990163296461105', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Dimensions', '99.93641662597656', '', '1', '0.4531386196613312', '0.007688658777624369', '0.06319686025381088', '0.044467438012361526', '0', '0', '0', '0']\n",
      "['1003_1', '24', '(describe)', '99.9537582397461', '', '1', '0.477326899766922', '0.009354159235954285', '0.05386373773217201', '0.6182147860527039', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Market Conditions (including support for the above conclusions)', '99.8263931274414', '', '1', '0.4157061278820038', '0.009435746818780899', '0.34016671776771545', '0.044463861733675', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Lender/Client', '99.65884399414062', '', '1', '0.14967021346092224', '0.007692040875554085', '0.07253149151802063', '0.04443838819861412', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Borrower', '99.90217590332031', '', '1', '0.06498505920171738', '0.00735134445130825', '0.04945195093750954', '0.04497973620891571', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'If Yes, report the total dollar amount and describe the items to be paid.', '99.44692993164062', '', '1', '0.2559509873390198', '0.00911734253168106', '0.37421926856040955', '0.044998060911893845', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'If No, describe', '98.09154510498047', '', '1', '0.5620680451393127', '0.00835987739264965', '0.07749687880277634', '0.5209588408470154', '0', '0', '0', '0']\n",
      "['1003_1', '24', \"Assessor's Parcel #\", '87.22123718261719', '', '1', '0.08897344768047333', '0.0073702409863471985', '0.10824549943208694', '0.043333664536476135', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Neighborhood Name', '99.80609893798828', '', '1', '0.1009756401181221', '0.009038384072482586', '0.11154304444789886', '0.044433727860450745', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Property Address', '99.69559478759766', '', '1', '0.05263445898890495', '0.009365822188556194', '0.09230998158454895', '0.0449785515666008', '0', '0', '0', '0']\n",
      "['1003_1', '24', '(describe)', '99.98857116699219', '', '1', '0.13719528913497925', '0.009353811852633953', '0.0538557693362236', '0.4977695643901825', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Zoning Description', '99.84271240234375', '', '1', '0.4653714597225189', '0.009033716283738613', '0.1011238768696785', '0.386837363243103', '0', '0', '0', '0']\n",
      "['1003_1', '24', '(describe)', '99.95623016357422', '', '1', '0.12521375715732574', '0.00902028102427721', '0.05385442450642586', '0.4257802963256836', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Describe the condition of the property (including needed repairs, deterioration, renovations, remodeling, etc.).', '99.82594299316406', '', '1', '0.8235915303230286', '0.009482619352638721', '0.5815104842185974', '0.04450291022658348', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'Address', '99.98859405517578', '', '1', '0.14956337213516235', '0.007683680392801762', '0.045062024146318436', '0.41094890236854553', '0', '0', '0', '0']\n",
      "['1003_1', '24', 'If No, describe', '97.91606903076172', 'Does the property generally conform to the neighborhood (functional utility, style, condition, use, construction, etc.)?', '99.9110336303711', '0.9329707026481628', '0.008692814037203789', '0.07751145958900452', '0.7662140727043152', '0.9330132603645325', '0.009484538808465004', '0.6156127452850342', '0.04506300017237663']\n",
      "['1003_1', '24', 'If Yes, describe', '98.47943878173828', 'Are there any adverse site conditions or external factors (easements, encroachments, environmental conditions, land uses, etc.)?', '99.55438995361328', '0.5743224024772644', '0.008361168205738068', '0.08135087788105011', '0.8397432565689087', '0.5740395188331604', '0.009191902354359627', '0.6891875267028809', '0.04447902739048004']\n",
      "['1003_1', '24', 'If Yes, describe', '99.5184326171875', 'Are there any physical deficiencies or adverse conditions that affect the livability, soundness, or structural integrity of the property?', '99.90554809570312', '0.8845732808113098', '0.008360270410776138', '0.08135952055454254', '0.8437045812606812', '0.8842841982841492', '0.009505809284746647', '0.6931080222129822', '0.04450872167944908']\n",
      "['1003_1', '24', 'If No, describe', '98.4783935546875', 'Is the highest and best use of the subject property as improved (or as proposed per plans and specifications) the present use?', '99.69378662109375', '0.4892704486846924', '0.008360172621905804', '0.07695113122463226', '0.8237730264663696', '0.4889880418777466', '0.009526164270937443', '0.6715803146362305', '0.046119485050439835']\n",
      "['1003_1', '24', 'Legal Description', '99.09415435791016', '', '1', '0.07664094865322113', '0.00903249066323042', '0.0928601622581482', '0.04498085752129555', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'FIRST_NAME', '1', 'GARCIA', '98.44628143310547', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'LAST_NAME', '1', 'MARIA', '98.23100280761719', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'MIDDLE_NAME', '1', '', '99.18656921386719', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'SUFFIX', '1', '', '99.16349792480469', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'CITY_IN_ADDRESS', '1', 'BIGTOWN', '97.47063446044922', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'ZIP_CODE_IN_ADDRESS', '1', '02801', '97.74028778076172', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'STATE_IN_ADDRESS', '1', 'MA', '98.83002471923828', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'STATE_NAME', '1', 'MASSACHUSETTS', '97.03724670410156', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'DOCUMENT_NUMBER', '1', '736HDV7874JSB', '94.41645050048828', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'EXPIRATION_DATE', '1', '01/20/2028', '97.48696899414062', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'DATE_OF_BIRTH', '1', '03/18/2001', '94.71835327148438', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'DATE_OF_ISSUE', '1', '03/18/2018', '97.80337524414062', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'ID_TYPE', '1', 'DRIVER LICENSE FRONT', '97.00190734863281', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'ENDORSEMENTS', '1', 'NONE', '98.47836303710938', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'VETERAN', '1', '', '99.17615509033203', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'RESTRICTIONS', '1', 'NONE', '98.46807861328125', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'CLASS', '1', 'D', '97.8531494140625', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'ADDRESS', '1', '100 MARKET STREET', '97.22605895996094', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'COUNTY', '1', '', '99.17820739746094', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'PLACE_OF_BIRTH', '1', '', '99.16973114013672', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['IDENTITY_DOCUMENT_undetected', '31', 'MRZ_CODE', '1', '', '97.52344512939453', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_ADDRESS', 99.99990844726562, 'INDAH GIFT & HOME DECO\\n27, JALAN DEDAP 13,\\nTAMAN JOHOR JAYA,\\n81100 JOHOR BAHRU,JOHOR.', 99.60453033447266, '0', '0', '0', '0', '0.16610325872898102', '0.09593969583511353', '0.28639349341392517', '0.34769922494888306']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_STREET', 99.99990844726562, '27, JALAN DEDAP 13,\\nTAMAN JOHOR JAYA,', 99.54653930664062, '0', '0', '0', '0', '0.19101029634475708', '0.04609152674674988', '0.21583342552185059', '0.3831241726875305']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_CITY', 99.99990844726562, 'JOHOR', 99.57453918457031, '0', '0', '0', '0', '0.2398344725370407', '0.021933898329734802', '0.13162139058113098', '0.41981813311576843']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_STATE', 99.99990844726562, 'BAHRU,JOHOR.', 87.70281219482422, '0', '0', '0', '0', '0.23984067142009735', '0.02220228873193264', '0.1407405287027359', '0.49335217475891113']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_NAME', 99.99982452392578, 'INDAH GIFT & HOME DECO', 99.97840881347656, '0', '0', '0', '0', '0.16594044864177704', '0.017798982560634613', '0.26582497358322144', '0.3607308566570282']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_ADDRESS_BLOCK', 99.99982452392578, '27, JALAN DEDAP 13,\\nTAMAN JOHOR JAYA,\\nJOHOR BAHRU,JOHOR.', 95.91944122314453, '0', '0', '0', '0', '0.19101029634475708', '0.07103265821933746', '0.2509685456752777', '0.3831241726875305']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_NAME', 79.0044174194336, 'tan woon yann', 78.99870300292969, '0', '0', '0', '0', '0.050772618502378464', '0.032477978616952896', '0.31802693009376526', '0.3158113658428192']\n",
      "['RECEIPTS_undetected', '32', 'CASH RM_AMOUNT_PAID', 91.70641326904297, '70.30', 91.69391632080078, '0.7889649271965027', '0.01792936585843563', '0.32761305570602417', '0.25175076723098755', '0.7887747287750244', '0.016574053093791008', '0.06258392333984375', '0.6373053789138794']\n",
      "['RECEIPTS_undetected', '32', 'INVOICE_RECEIPT_DATE', 99.99110412597656, '19/10/2018', 99.957763671875, '0', '0', '0', '0', '0.36758655309677124', '0.017499156296253204', '0.1206095814704895', '0.25228673219680786']\n",
      "['RECEIPTS_undetected', '32', 'INVOICE_RECEIPT_ID', 99.96524047851562, '050100035279', 99.94385528564453, '0', '0', '0', '0', '0.4660434126853943', '0.017465420067310333', '0.14493916928768158', '0.5893911123275757']\n",
      "['RECEIPTS_undetected', '32', 'TOTAL AMT_SUBTOTAL', 93.25130462646484, '60.31', 93.2383804321289, '0.6908265948295593', '0.017378397285938263', '0.11353254318237305', '0.2508242130279541', '0.6897315382957458', '0.016794197261333466', '0.06093522161245346', '0.6376571655273438']\n",
      "['RECEIPTS_undetected', '32', 'TOTAL', 96.76051330566406, 'RM 60.30', 96.67892456054688, '0', '0', '0', '0', '0.764033854007721', '0.017741771414875984', '0.1468435674905777', '0.5532974004745483']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_ADDRESS', 99.99990844726562, 'INDAH GIFT & HOME DECO\\n27, JALAN DEDAP 13,\\nTAMAN JOHOR JAYA,\\n81100 JOHOR BAHRU,JOHOR.', 99.60453033447266, '0', '0', '0', '0', '0.16610325872898102', '0.09593969583511353', '0.28639349341392517', '0.34769922494888306']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_NAME', 99.99982452392578, 'INDAH GIFT & HOME DECO', 99.97840881347656, '0', '0', '0', '0', '0.16594044864177704', '0.017798982560634613', '0.26582497358322144', '0.3607308566570282']\n",
      "['RECEIPTS_undetected', '32', 'VENDOR_NAME', 79.0044174194336, 'tan woon yann', 78.99870300292969, '0', '0', '0', '0', '0.050772618502378464', '0.032477978616952896', '0.31802693009376526', '0.3158113658428192']\n",
      "['RECEIPTS_undetected', '32', 'Tel:_VENDOR_PHONE', 99.87358093261719, '07-3507405', 98.07411193847656, '0.265388548374176', '0.01857314258813858', '0.05012384057044983', '0.31111085414886475', '0.26567164063453674', '0.01829722337424755', '0.1214829534292221', '0.3600615859031677']\n",
      "['RECEIPTS_undetected', '32', 'Fax:_OTHER', 99.98446655273438, '07-3558160', 99.94305419921875, '0.2654048502445221', '0.017954494804143906', '0.04900171235203743', '0.5045392513275146', '0.2655729353427887', '0.017793625593185425', '0.12177389115095139', '0.5523987412452698']\n",
      "['RECEIPTS_undetected', '32', 'Cashier:_OTHER', 99.99039459228516, 'CN', 99.98231506347656, '0.39265188574790955', '0.01741696149110794', '0.09482015669345856', '0.25031790137290955', '0.3926476836204529', '0.017145739868283272', '0.025719860568642616', '0.3600063920021057']\n",
      "['RECEIPTS_undetected', '32', 'Location/SP:_OTHER', 99.61225128173828, '05 /0531', 99.6235580444336, '0.39178362488746643', '0.01735694892704487', '0.14301148056983948', '0.45572221279144287', '0.39136767387390137', '0.017392177134752274', '0.10913955420255661', '0.6125463247299194']\n",
      "['RECEIPTS_undetected', '32', 'MB:_OTHER', 99.99703216552734, 'M026588', 99.99552154541016, '0.44321006536483765', '0.017078561708331108', '0.03541328385472298', '0.25072765350341797', '0.4426301121711731', '0.01752377860248089', '0.08690156787633896', '0.29879817366600037']\n",
      "['RECEIPTS_undetected', '32', 'Room No:_OTHER', 99.99968719482422, '01', 99.97827911376953, '0.46765077114105225', '0.017122771590948105', '0.09504380077123642', '0.2506311535835266', '0.46743497252464294', '0.016964413225650787', '0.023561764508485794', '0.35983118414878845']\n",
      "['RECEIPTS_undetected', '32', '#Total Qty_OTHER', 99.99964141845703, '2', 99.92164611816406, '0.6659155488014221', '0.020711064338684082', '0.12191741913557053', '0.2517908811569214', '0.6657860279083252', '0.016143599525094032', '0.013657157309353352', '0.4325164258480072']\n",
      "['RECEIPTS_undetected', '32', 'ROUNDING ADJ_OTHER', 99.99932098388672, '-0.01', 99.96137237548828, '0.7155080437660217', '0.01742321066558361', '0.14503222703933716', '0.2518911063671112', '0.7146620154380798', '0.016863474622368813', '0.059248849749565125', '0.6389912962913513']\n",
      "['RECEIPTS_undetected', '32', 'CHANGE RM_OTHER', 99.71342468261719, '10.00', 99.66319274902344, '0.8133725523948669', '0.017516974359750748', '0.32735195755958557', '0.25108644366264343', '0.8130738139152527', '0.016980789601802826', '0.06126084923744202', '0.6385951042175293']\n",
      "['1003_5', '33', 'MIXED_USE_PROPERTY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'MANUFACTURED_HOME', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'OTHER_NEW_MORTGAGE_LOAN_ON_PROPERTY_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'RENTAL_INCOME_ON_PROPERTY_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'ASSET_TYPE_NOT_DEPOSITIED', '1', 'No', '91.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'ASSET_TYPE_DEPOSITIED', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'ASSET_TYPE_NOT_DEPOSITIED', '1', 'No', '92.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'ASSET_TYPE_DEPOSITIED', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'GIFTS_OR_GRANTS_GIVEN_OR_WILL_RECEIVE_FOR_LOAN_DOES_NOT_APPLY', '1', '', '1', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'SUBORDINATE_LIEN', '1', 'No', '92.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'FIRST_LIEN', '1', 'No', '93.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'SUBORDINATE_LIEN', '1', 'No', '91.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'FIRST_LIEN', '1', 'No', '92.0', '0', '0', '0', '0', '0', '0', '0', '0']\n",
      "['1003_5', '33', \"Co-Borrower's Signature\", '90.13848876953125', 'X', '90.13848876953125', '0.8564028143882751', '0.009565794840455055', '0.1333012878894806', '0.5044621825218201', '0.8657252788543701', '0.030277635902166367', '0.22244013845920563', '0.5039355754852295']\n",
      "['1003_5', '33', 'Agency Case Number:', '89.33523559570312', '', '1', '0.08114707469940186', '0.009394101798534393', '0.12290453910827637', '0.7355429530143738', '0', '0', '0', '0']\n",
      "['1003_5', '33', \"Borrower's Signature\", '88.674560546875', 'X United', '88.674560546875', '0.8565985560417175', '0.009449029341340065', '0.11391137540340424', '0.060574207454919815', '0.8658425807952881', '0.025600392371416092', '0.26324179768562317', '0.06174314022064209']\n",
      "['1003_5', '33', 'Date', '87.5101547241211', '', '1', '0.8566615581512451', '0.007635223679244518', '0.025981716811656952', '0.8349665999412537', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'Date', '87.39006042480469', '', '1', '0.8565064668655396', '0.007737395819276571', '0.025762613862752914', '0.3938080966472626', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'Lender Case Number:', '87.26862335205078', '', '1', '0.10826386511325836', '0.007792329881340265', '0.12082326412200928', '0.7352217435836792', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'Co-Borrower:', '87.10596466064453', '', '1', '0.10801126807928085', '0.008066769689321518', '0.07238376140594482', '0.288010835647583', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'Borrower:', '84.30838775634766', '', '1', '0.08083785325288773', '0.008279467932879925', '0.05204968899488449', '0.28804078698158264', '0', '0', '0', '0']\n",
      "['1003_5', '33', 'SIGNATURE', '1', 'SIGNATURE_PRESENT', '77.32598114013672', '0', '0', '0', '0', '0.8510032892227173', '0.0419679656624794', '0.1357061117887497', '0.19008927047252655']\n",
      "['1003_5', '33', 'SIGNATURE', '1', 'SIGNATURE_PRESENT', '79.64130401611328', '0', '0', '0', '0', '0.8562253713607788', '0.042074620723724365', '0.0800316333770752', '0.6494644284248352']\n"
     ]
    }
   ],
   "source": [
    "for row in lending_array:\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "977390bd",
   "metadata": {},
   "source": [
    "## Output as CSV file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c3a39ac6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "with open(\"lending-output.csv\", \"w\") as output_f:\n",
    "  csv_writer = csv.writer(output_f)\n",
    "  csv_writer.writerows(lending_array)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1148847e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
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   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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