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Lending Club

Lending Club

this is visualizations for the dataset containing acceptace/rejection of loan application based on various factors
Somesh Fengade
Created on February 17|Last edited on February 17

Plots for accepted


verification_status
run at 1645272025.7442741
Source VerifiedNot VerifiedVerified020k40k60k80k
65k70k75k80k85kcolorverification_statusverification_statuscount
run at 1645267508.7393303
Source VerifiedNot VerifiedVerified020k40k60k80k
65k70k75k80k85kcolorverification_statusverification_statuscount
run at 1645102248.1946385
012020k40k60k80k
verification_statusverification_statuscountSource VerifiedNot VerifiedVerified
title_top_15_values
run at 1645272025.7442741
Debt consolidationHome improvementMajor purchaseCar financingDebt ConsolidationMoving and relocationConsolidationDebt Consolidation Loan050k100k
50k100kcolortitle top 15 valuestitlecount
run at 1645267508.7393303
Debt consolidationHome improvementMajor purchaseCar financingDebt ConsolidationMoving and relocationConsolidationDebt Consolidation Loan050k100k
50k100kcolortitle top 15 valuesxy
run at 1645102248.1946385
01234567891011121314020k40k60k80k100k120k
title top 15 valuestitlecountDebt consolidationCredit card refinancingHome improvementOtherMajor purchaseMedical expensesCar financingBusinessDebt ConsolidationVacationMoving and relocationHome buyingConsolidationdebt consolidationDebt Consolidation Loan
loan_status
run at 1645272025.7442741
Fully PaidCurrentCharged OffLate (31-120 days)In Grace PeriodLate (16-30 days)Does not meet the credit policy. Status:Fully PaidDoes not meet the credit policy. Status:Charged OffDefault050k100k
050k100kcolorloan_statusloan_statuscount
run at 1645267508.7393303
Fully PaidCurrentCharged OffLate (31-120 days)In Grace PeriodLate (16-30 days)Does not meet the credit policy. Status:Fully PaidDoes not meet the credit policy. Status:Charged OffDefault050k100k
050k100kcolorloan_statusloan_statuscount
run at 1645102248.1946385
012345678020k40k60k80k100k
loan_statusloan_statuscountFully PaidCurrentCharged OffLate (31-120 days)In Grace PeriodLate (16-30 days)Does not meet the credit policy. Status:Fully PaidDoes not meet the credit policy. Status:Charged OffDefault


Plots for Rejected loan applications




Created with ❤️ on Weights & Biases.

https://wandb.ai/som/Zest-AI/reports/Lending-Club--VmlldzoxNTc1MDYy
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