Dataset: Credit Card Approval Prediction (Cleaned Version)

About this Dataset

Credit Card Approval Prediction (Cleaned Version)

Original Dataset Available here.

▶ Context 📝

The dataset is originally from @rikdifos. This dataset cleaned, merged, and transformed using Pentaho Data Integration (PDI).
⏩ Full explanation about merged, transformation, and cleaning process is available on GitHub.

▶ Inspiration 💭

Implementing machine learning models to determine 'good' or 'bad' applicants.
Handling imbalance data.

📷 Image by Avery Evans.

Tables

Application Data

@kaggle.caesarmario_application_data.application_data

288.51 KB
25128 rows
21 columns


CREATE TABLE application_data (
  "applicant_id" BIGINT,
  "applicant_gender" VARCHAR,
  "owned_car" BIGINT,
  "owned_realty" BIGINT,
  "total_children" BIGINT,
  "total_income" BIGINT,
  "income_type" VARCHAR,
  "education_type" VARCHAR,
  "family_status" VARCHAR,
  "housing_type" VARCHAR,
  "owned_mobile_phone" BIGINT,
  "owned_work_phone" BIGINT,
  "owned_phone" BIGINT,
  "owned_email" BIGINT,
  "job_title" VARCHAR,
  "total_family_members" BIGINT,
  "applicant_age" BIGINT,
  "years_of_working" BIGINT,
  "total_bad_debt" BIGINT,
  "total_good_debt" BIGINT,
  "status" BIGINT
);