Loan Default Prediction Dataset

CREATE TABLE train (
  "id" BIGINT,
  "loan_amount" BIGINT,
  "funded_amount" BIGINT,
  "funded_amount_investor" DOUBLE,
  "term" BIGINT,
  "batch_enrolled" VARCHAR,
  "interest_rate" DOUBLE,
  "grade" VARCHAR,
  "sub_grade" VARCHAR,
  "employment_duration" VARCHAR,
  "home_ownership" DOUBLE,
  "verification_status" VARCHAR,
  "payment_plan" VARCHAR,
  "loan_title" VARCHAR,
  "debit_to_income" DOUBLE,
  "delinquency_two_years" BIGINT,
  "inquires_six_months" BIGINT,
  "open_account" BIGINT,
  "public_record" BIGINT,
  "revolving_balance" BIGINT,
  "revolving_utilities" DOUBLE,
  "total_accounts" BIGINT,
  "initial_list_status" VARCHAR,
  "total_received_interest" DOUBLE,
  "total_received_late_fee" DOUBLE,
  "recoveries" DOUBLE,
  "collection_recovery_fee" DOUBLE,
  "collection_12_months_medical" BIGINT,
  "application_type" VARCHAR,
  "last_week_pay" BIGINT,
  "accounts_delinquent" BIGINT,
  "total_collection_amount" BIGINT,
  "total_current_balance" BIGINT,
  "total_revolving_credit_limit" BIGINT,
  "loan_status" BIGINT
);