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Workbook.twb
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<?xml version='1.0' encoding='utf-8' ?>
<!-- build 20201.20.0219.0753 -->
<workbook original-version='18.1' source-build='2020.1.0 (20201.20.0219.0753)' source-platform='mac' version='18.1' xmlns:user='http://www.tableausoftware.com/xml/user'>
<document-format-change-manifest>
<IntuitiveSorting />
<IntuitiveSorting_SP2 />
<MapboxVectorStylesAndLayers />
<_.fcp.MarkAnimation.true...MarkAnimation />
<SheetIdentifierTracking />
<SortTagCleanup />
<WindowsPersistSimpleIdentifiers />
</document-format-change-manifest>
<preferences>
<preference name='ui.encoding.shelf.height' value='24' />
<preference name='ui.shelf.height' value='26' />
</preferences>
<datasources>
<datasource hasconnection='false' inline='true' name='Parameters' version='18.1'>
<aliases enabled='yes' />
<column alias='Average Income' caption='View By' datatype='string' name='[Annual Inc Parameter]' param-domain-type='list' role='measure' type='nominal' value='"Income"'>
<calculation class='tableau' formula='"Income"' />
<aliases>
<alias key='"Income"' value='Average Income' />
<alias key='"Records"' value='Number of Records' />
</aliases>
<members>
<member alias='Number of Records' value='"Records"' />
<member alias='Average Income' value='"Income"' />
<member value='"Experience"' />
</members>
</column>
<column caption='Top N' datatype='integer' name='[Parameter 1]' param-domain-type='list' role='measure' type='quantitative' value='10'>
<calculation class='tableau' formula='10' />
<members>
<member value='10' />
<member value='15' />
<member value='20' />
<member value='25' />
<member value='30' />
<member value='35' />
<member value='40' />
<member value='45' />
<member value='50' />
</members>
</column>
</datasource>
<datasource caption='loan' inline='true' name='federated.087h3w510362pp16r8c3y1l2mvh9' version='18.1'>
<connection class='federated'>
<named-connections>
<named-connection caption='loan' name='textscan.1i2z4fh1yxynnq1gl16oe1hpr1qn'>
<connection class='textscan' directory='/Users/sagarsingh20/Downloads' filename='loan.csv' password='' server='' />
</named-connection>
</named-connections>
<relation connection='textscan.1i2z4fh1yxynnq1gl16oe1hpr1qn' name='loan.csv' table='[loan#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
<column datatype='string' name='id' ordinal='0' />
<column datatype='string' name='member_id' ordinal='1' />
<column datatype='integer' name='loan_amnt' ordinal='2' />
<column datatype='integer' name='funded_amnt' ordinal='3' />
<column datatype='integer' name='funded_amnt_inv' ordinal='4' />
<column datatype='string' name='term' ordinal='5' />
<column datatype='real' name='int_rate' ordinal='6' />
<column datatype='real' name='installment' ordinal='7' />
<column datatype='string' name='grade' ordinal='8' />
<column datatype='string' name='sub_grade' ordinal='9' />
<column datatype='string' name='emp_title' ordinal='10' />
<column datatype='string' name='emp_length' ordinal='11' />
<column datatype='string' name='home_ownership' ordinal='12' />
<column datatype='integer' name='annual_inc' ordinal='13' />
<column datatype='string' name='verification_status' ordinal='14' />
<column datatype='date' date-parse-format='MMM-yyyy' name='issue_d' ordinal='15' />
<column datatype='string' name='loan_status' ordinal='16' />
<column datatype='string' name='pymnt_plan' ordinal='17' />
<column datatype='string' name='url' ordinal='18' />
<column datatype='string' name='desc' ordinal='19' />
<column datatype='string' name='purpose' ordinal='20' />
<column datatype='string' name='title' ordinal='21' />
<column datatype='string' name='zip_code' ordinal='22' />
<column datatype='string' name='addr_state' ordinal='23' />
<column datatype='real' name='dti' ordinal='24' />
<column datatype='integer' name='delinq_2yrs' ordinal='25' />
<column datatype='string' name='earliest_cr_line' ordinal='26' />
<column datatype='integer' name='inq_last_6mths' ordinal='27' />
<column datatype='integer' name='mths_since_last_delinq' ordinal='28' />
<column datatype='integer' name='mths_since_last_record' ordinal='29' />
<column datatype='integer' name='open_acc' ordinal='30' />
<column datatype='integer' name='pub_rec' ordinal='31' />
<column datatype='integer' name='revol_bal' ordinal='32' />
<column datatype='real' name='revol_util' ordinal='33' />
<column datatype='integer' name='total_acc' ordinal='34' />
<column datatype='string' name='initial_list_status' ordinal='35' />
<column datatype='real' name='out_prncp' ordinal='36' />
<column datatype='real' name='out_prncp_inv' ordinal='37' />
<column datatype='real' name='total_pymnt' ordinal='38' />
<column datatype='real' name='total_pymnt_inv' ordinal='39' />
<column datatype='real' name='total_rec_prncp' ordinal='40' />
<column datatype='real' name='total_rec_int' ordinal='41' />
<column datatype='real' name='total_rec_late_fee' ordinal='42' />
<column datatype='real' name='recoveries' ordinal='43' />
<column datatype='real' name='collection_recovery_fee' ordinal='44' />
<column datatype='string' name='last_pymnt_d' ordinal='45' />
<column datatype='real' name='last_pymnt_amnt' ordinal='46' />
<column datatype='string' name='next_pymnt_d' ordinal='47' />
<column datatype='string' name='last_credit_pull_d' ordinal='48' />
<column datatype='integer' name='collections_12_mths_ex_med' ordinal='49' />
<column datatype='integer' name='mths_since_last_major_derog' ordinal='50' />
<column datatype='integer' name='policy_code' ordinal='51' />
<column datatype='string' name='application_type' ordinal='52' />
<column datatype='integer' name='annual_inc_joint' ordinal='53' />
<column datatype='real' name='dti_joint' ordinal='54' />
<column datatype='string' name='verification_status_joint' ordinal='55' />
<column datatype='integer' name='acc_now_delinq' ordinal='56' />
<column datatype='integer' name='tot_coll_amt' ordinal='57' />
<column datatype='integer' name='tot_cur_bal' ordinal='58' />
<column datatype='integer' name='open_acc_6m' ordinal='59' />
<column datatype='integer' name='open_act_il' ordinal='60' />
<column datatype='integer' name='open_il_12m' ordinal='61' />
<column datatype='integer' name='open_il_24m' ordinal='62' />
<column datatype='integer' name='mths_since_rcnt_il' ordinal='63' />
<column datatype='integer' name='total_bal_il' ordinal='64' />
<column datatype='integer' name='il_util' ordinal='65' />
<column datatype='integer' name='open_rv_12m' ordinal='66' />
<column datatype='integer' name='open_rv_24m' ordinal='67' />
<column datatype='integer' name='max_bal_bc' ordinal='68' />
<column datatype='integer' name='all_util' ordinal='69' />
<column datatype='integer' name='total_rev_hi_lim' ordinal='70' />
<column datatype='integer' name='inq_fi' ordinal='71' />
<column datatype='integer' name='total_cu_tl' ordinal='72' />
<column datatype='integer' name='inq_last_12m' ordinal='73' />
<column datatype='integer' name='acc_open_past_24mths' ordinal='74' />
<column datatype='integer' name='avg_cur_bal' ordinal='75' />
<column datatype='integer' name='bc_open_to_buy' ordinal='76' />
<column datatype='real' name='bc_util' ordinal='77' />
<column datatype='integer' name='chargeoff_within_12_mths' ordinal='78' />
<column datatype='integer' name='delinq_amnt' ordinal='79' />
<column datatype='integer' name='mo_sin_old_il_acct' ordinal='80' />
<column datatype='integer' name='mo_sin_old_rev_tl_op' ordinal='81' />
<column datatype='integer' name='mo_sin_rcnt_rev_tl_op' ordinal='82' />
<column datatype='integer' name='mo_sin_rcnt_tl' ordinal='83' />
<column datatype='integer' name='mort_acc' ordinal='84' />
<column datatype='integer' name='mths_since_recent_bc' ordinal='85' />
<column datatype='integer' name='mths_since_recent_bc_dlq' ordinal='86' />
<column datatype='integer' name='mths_since_recent_inq' ordinal='87' />
<column datatype='integer' name='mths_since_recent_revol_delinq' ordinal='88' />
<column datatype='integer' name='num_accts_ever_120_pd' ordinal='89' />
<column datatype='integer' name='num_actv_bc_tl' ordinal='90' />
<column datatype='integer' name='num_actv_rev_tl' ordinal='91' />
<column datatype='integer' name='num_bc_sats' ordinal='92' />
<column datatype='integer' name='num_bc_tl' ordinal='93' />
<column datatype='integer' name='num_il_tl' ordinal='94' />
<column datatype='integer' name='num_op_rev_tl' ordinal='95' />
<column datatype='integer' name='num_rev_accts' ordinal='96' />
<column datatype='integer' name='num_rev_tl_bal_gt_0' ordinal='97' />
<column datatype='integer' name='num_sats' ordinal='98' />
<column datatype='integer' name='num_tl_120dpd_2m' ordinal='99' />
<column datatype='integer' name='num_tl_30dpd' ordinal='100' />
<column datatype='integer' name='num_tl_90g_dpd_24m' ordinal='101' />
<column datatype='integer' name='num_tl_op_past_12m' ordinal='102' />
<column datatype='real' name='pct_tl_nvr_dlq' ordinal='103' />
<column datatype='real' name='percent_bc_gt_75' ordinal='104' />
<column datatype='integer' name='pub_rec_bankruptcies' ordinal='105' />
<column datatype='integer' name='tax_liens' ordinal='106' />
<column datatype='integer' name='tot_hi_cred_lim' ordinal='107' />
<column datatype='integer' name='total_bal_ex_mort' ordinal='108' />
<column datatype='integer' name='total_bc_limit' ordinal='109' />
<column datatype='integer' name='total_il_high_credit_limit' ordinal='110' />
<column datatype='integer' name='revol_bal_joint' ordinal='111' />
<column datatype='string' name='sec_app_earliest_cr_line' ordinal='112' />
<column datatype='integer' name='sec_app_inq_last_6mths' ordinal='113' />
<column datatype='integer' name='sec_app_mort_acc' ordinal='114' />
<column datatype='integer' name='sec_app_open_acc' ordinal='115' />
<column datatype='real' name='sec_app_revol_util' ordinal='116' />
<column datatype='integer' name='sec_app_open_act_il' ordinal='117' />
<column datatype='integer' name='sec_app_num_rev_accts' ordinal='118' />
<column datatype='integer' name='sec_app_chargeoff_within_12_mths' ordinal='119' />
<column datatype='integer' name='sec_app_collections_12_mths_ex_med' ordinal='120' />
<column datatype='integer' name='sec_app_mths_since_last_major_derog' ordinal='121' />
<column datatype='string' name='hardship_flag' ordinal='122' />
<column datatype='string' name='hardship_type' ordinal='123' />
<column datatype='string' name='hardship_reason' ordinal='124' />
<column datatype='string' name='hardship_status' ordinal='125' />
<column datatype='string' name='deferral_term' ordinal='126' />
<column datatype='string' name='hardship_amount' ordinal='127' />
<column datatype='string' name='hardship_start_date' ordinal='128' />
<column datatype='string' name='hardship_end_date' ordinal='129' />
<column datatype='string' name='payment_plan_start_date' ordinal='130' />
<column datatype='string' name='hardship_length' ordinal='131' />
<column datatype='string' name='hardship_dpd' ordinal='132' />
<column datatype='string' name='hardship_loan_status' ordinal='133' />
<column datatype='string' name='orig_projected_additional_accrued_interest' ordinal='134' />
<column datatype='string' name='hardship_payoff_balance_amount' ordinal='135' />
<column datatype='string' name='hardship_last_payment_amount' ordinal='136' />
<column datatype='string' name='disbursement_method' ordinal='137' />
<column datatype='string' name='debt_settlement_flag' ordinal='138' />
<column datatype='string' name='debt_settlement_flag_date' ordinal='139' />
<column datatype='string' name='settlement_status' ordinal='140' />
<column datatype='string' name='settlement_date' ordinal='141' />
<column datatype='string' name='settlement_amount' ordinal='142' />
<column datatype='string' name='settlement_percentage' ordinal='143' />
<column datatype='string' name='settlement_term' ordinal='144' />
</columns>
</relation>
<metadata-records>
<metadata-record class='capability'>
<remote-name />
<remote-type>0</remote-type>
<parent-name>[loan.csv]</parent-name>
<remote-alias />
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='character-set'>"UTF-8"</attribute>
<attribute datatype='string' name='collation'>"en_US"</attribute>
<attribute datatype='string' name='field-delimiter'>","</attribute>
<attribute datatype='string' name='header-row'>"true"</attribute>
<attribute datatype='string' name='locale'>"en_US"</attribute>
<attribute datatype='string' name='single-char'>""</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>id</remote-name>
<remote-type>129</remote-type>
<local-name>[id]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>id</remote-alias>
<ordinal>0</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>1</approx-count>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>member_id</remote-name>
<remote-type>129</remote-type>
<local-name>[member_id]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>member_id</remote-alias>
<ordinal>1</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>1</approx-count>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>loan_amnt</remote-name>
<remote-type>20</remote-type>
<local-name>[loan_amnt]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>loan_amnt</remote-alias>
<ordinal>2</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>funded_amnt</remote-name>
<remote-type>20</remote-type>
<local-name>[funded_amnt]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>funded_amnt</remote-alias>
<ordinal>3</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>funded_amnt_inv</remote-name>
<remote-type>20</remote-type>
<local-name>[funded_amnt_inv]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>funded_amnt_inv</remote-alias>
<ordinal>4</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>term</remote-name>
<remote-type>129</remote-type>
<local-name>[term]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>term</remote-alias>
<ordinal>5</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>int_rate</remote-name>
<remote-type>5</remote-type>
<local-name>[int_rate]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>int_rate</remote-alias>
<ordinal>6</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>installment</remote-name>
<remote-type>5</remote-type>
<local-name>[installment]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>installment</remote-alias>
<ordinal>7</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>grade</remote-name>
<remote-type>129</remote-type>
<local-name>[grade]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>grade</remote-alias>
<ordinal>8</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>sub_grade</remote-name>
<remote-type>129</remote-type>
<local-name>[sub_grade]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>sub_grade</remote-alias>
<ordinal>9</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>emp_title</remote-name>
<remote-type>129</remote-type>
<local-name>[emp_title]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>emp_title</remote-alias>
<ordinal>10</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>emp_length</remote-name>
<remote-type>129</remote-type>
<local-name>[emp_length]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>emp_length</remote-alias>
<ordinal>11</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>home_ownership</remote-name>
<remote-type>129</remote-type>
<local-name>[home_ownership]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>home_ownership</remote-alias>
<ordinal>12</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>annual_inc</remote-name>
<remote-type>20</remote-type>
<local-name>[annual_inc]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>annual_inc</remote-alias>
<ordinal>13</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>verification_status</remote-name>
<remote-type>129</remote-type>
<local-name>[verification_status]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>verification_status</remote-alias>
<ordinal>14</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>issue_d</remote-name>
<remote-type>7</remote-type>
<local-name>[issue_d]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>issue_d</remote-alias>
<ordinal>15</ordinal>
<local-type>date</local-type>
<aggregation>Year</aggregation>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>loan_status</remote-name>
<remote-type>129</remote-type>
<local-name>[loan_status]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>loan_status</remote-alias>
<ordinal>16</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>pymnt_plan</remote-name>
<remote-type>129</remote-type>
<local-name>[pymnt_plan]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>pymnt_plan</remote-alias>
<ordinal>17</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>url</remote-name>
<remote-type>129</remote-type>
<local-name>[url]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>url</remote-alias>
<ordinal>18</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>1</approx-count>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>desc</remote-name>
<remote-type>129</remote-type>
<local-name>[desc]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>desc</remote-alias>
<ordinal>19</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>1</approx-count>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>purpose</remote-name>
<remote-type>129</remote-type>
<local-name>[purpose]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>purpose</remote-alias>
<ordinal>20</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>title</remote-name>
<remote-type>129</remote-type>
<local-name>[title]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>title</remote-alias>
<ordinal>21</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>zip_code</remote-name>
<remote-type>129</remote-type>
<local-name>[zip_code]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>zip_code</remote-alias>
<ordinal>22</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>addr_state</remote-name>
<remote-type>129</remote-type>
<local-name>[addr_state]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>addr_state</remote-alias>
<ordinal>23</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>dti</remote-name>
<remote-type>5</remote-type>
<local-name>[dti]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>dti</remote-alias>
<ordinal>24</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>delinq_2yrs</remote-name>
<remote-type>20</remote-type>
<local-name>[delinq_2yrs]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>delinq_2yrs</remote-alias>
<ordinal>25</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>earliest_cr_line</remote-name>
<remote-type>129</remote-type>
<local-name>[earliest_cr_line]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>earliest_cr_line</remote-alias>
<ordinal>26</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>inq_last_6mths</remote-name>
<remote-type>20</remote-type>
<local-name>[inq_last_6mths]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>inq_last_6mths</remote-alias>
<ordinal>27</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mths_since_last_delinq</remote-name>
<remote-type>20</remote-type>
<local-name>[mths_since_last_delinq]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>mths_since_last_delinq</remote-alias>
<ordinal>28</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mths_since_last_record</remote-name>
<remote-type>20</remote-type>
<local-name>[mths_since_last_record]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>mths_since_last_record</remote-alias>
<ordinal>29</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>open_acc</remote-name>
<remote-type>20</remote-type>
<local-name>[open_acc]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>open_acc</remote-alias>
<ordinal>30</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>pub_rec</remote-name>
<remote-type>20</remote-type>
<local-name>[pub_rec]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>pub_rec</remote-alias>
<ordinal>31</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>revol_bal</remote-name>
<remote-type>20</remote-type>
<local-name>[revol_bal]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>revol_bal</remote-alias>
<ordinal>32</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>revol_util</remote-name>
<remote-type>5</remote-type>
<local-name>[revol_util]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>revol_util</remote-alias>
<ordinal>33</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_acc</remote-name>
<remote-type>20</remote-type>
<local-name>[total_acc]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_acc</remote-alias>
<ordinal>34</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>initial_list_status</remote-name>
<remote-type>129</remote-type>
<local-name>[initial_list_status]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>initial_list_status</remote-alias>
<ordinal>35</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>out_prncp</remote-name>
<remote-type>5</remote-type>
<local-name>[out_prncp]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>out_prncp</remote-alias>
<ordinal>36</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>out_prncp_inv</remote-name>
<remote-type>5</remote-type>
<local-name>[out_prncp_inv]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>out_prncp_inv</remote-alias>
<ordinal>37</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_pymnt</remote-name>
<remote-type>5</remote-type>
<local-name>[total_pymnt]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_pymnt</remote-alias>
<ordinal>38</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_pymnt_inv</remote-name>
<remote-type>5</remote-type>
<local-name>[total_pymnt_inv]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_pymnt_inv</remote-alias>
<ordinal>39</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_rec_prncp</remote-name>
<remote-type>5</remote-type>
<local-name>[total_rec_prncp]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_rec_prncp</remote-alias>
<ordinal>40</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_rec_int</remote-name>
<remote-type>5</remote-type>
<local-name>[total_rec_int]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_rec_int</remote-alias>
<ordinal>41</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>total_rec_late_fee</remote-name>
<remote-type>5</remote-type>
<local-name>[total_rec_late_fee]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>total_rec_late_fee</remote-alias>
<ordinal>42</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>recoveries</remote-name>
<remote-type>5</remote-type>
<local-name>[recoveries]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>recoveries</remote-alias>
<ordinal>43</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>collection_recovery_fee</remote-name>
<remote-type>5</remote-type>
<local-name>[collection_recovery_fee]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>collection_recovery_fee</remote-alias>
<ordinal>44</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>last_pymnt_d</remote-name>
<remote-type>129</remote-type>
<local-name>[last_pymnt_d]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>last_pymnt_d</remote-alias>
<ordinal>45</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>last_pymnt_amnt</remote-name>
<remote-type>5</remote-type>
<local-name>[last_pymnt_amnt]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>last_pymnt_amnt</remote-alias>
<ordinal>46</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>next_pymnt_d</remote-name>
<remote-type>129</remote-type>
<local-name>[next_pymnt_d]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>next_pymnt_d</remote-alias>
<ordinal>47</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>last_credit_pull_d</remote-name>
<remote-type>129</remote-type>
<local-name>[last_credit_pull_d]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>last_credit_pull_d</remote-alias>
<ordinal>48</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>collections_12_mths_ex_med</remote-name>
<remote-type>20</remote-type>
<local-name>[collections_12_mths_ex_med]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>collections_12_mths_ex_med</remote-alias>
<ordinal>49</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mths_since_last_major_derog</remote-name>
<remote-type>20</remote-type>
<local-name>[mths_since_last_major_derog]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>mths_since_last_major_derog</remote-alias>
<ordinal>50</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>policy_code</remote-name>
<remote-type>20</remote-type>
<local-name>[policy_code]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>policy_code</remote-alias>
<ordinal>51</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>application_type</remote-name>
<remote-type>129</remote-type>
<local-name>[application_type]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>application_type</remote-alias>
<ordinal>52</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>annual_inc_joint</remote-name>
<remote-type>20</remote-type>
<local-name>[annual_inc_joint]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>annual_inc_joint</remote-alias>
<ordinal>53</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>dti_joint</remote-name>
<remote-type>5</remote-type>
<local-name>[dti_joint]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>dti_joint</remote-alias>
<ordinal>54</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>verification_status_joint</remote-name>
<remote-type>129</remote-type>
<local-name>[verification_status_joint]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>verification_status_joint</remote-alias>
<ordinal>55</ordinal>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<scale>1</scale>
<width>1073741823</width>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
</metadata-record>
<metadata-record class='column'>
<remote-name>acc_now_delinq</remote-name>
<remote-type>20</remote-type>
<local-name>[acc_now_delinq]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>acc_now_delinq</remote-alias>
<ordinal>56</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>tot_coll_amt</remote-name>
<remote-type>20</remote-type>
<local-name>[tot_coll_amt]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>tot_coll_amt</remote-alias>
<ordinal>57</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>tot_cur_bal</remote-name>
<remote-type>20</remote-type>
<local-name>[tot_cur_bal]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>tot_cur_bal</remote-alias>
<ordinal>58</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>open_acc_6m</remote-name>
<remote-type>20</remote-type>
<local-name>[open_acc_6m]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>open_acc_6m</remote-alias>
<ordinal>59</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>open_act_il</remote-name>
<remote-type>20</remote-type>
<local-name>[open_act_il]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>open_act_il</remote-alias>
<ordinal>60</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>open_il_12m</remote-name>
<remote-type>20</remote-type>
<local-name>[open_il_12m]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>open_il_12m</remote-alias>
<ordinal>61</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>open_il_24m</remote-name>
<remote-type>20</remote-type>
<local-name>[open_il_24m]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>open_il_24m</remote-alias>
<ordinal>62</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
</metadata-record>
<metadata-record class='column'>
<remote-name>mths_since_rcnt_il</remote-name>
<remote-type>20</remote-type>
<local-name>[mths_since_rcnt_il]</local-name>
<parent-name>[loan.csv]</parent-name>
<remote-alias>mths_since_rcnt_il</remote-alias>
<ordinal>63</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>