Dataset: Bank Churn Dataset

About this Dataset

Bank Churn Dataset

About Dataset
This dataset is for ABC Multistate bank with following columns:

customer_id, unused variable.
credit_score, used as input.
country, used as input.
gender, used as input.
age, used as input.
tenure, used as input.
balance, used as input.
products_number, used as input.
credit_card, used as input.
active_member, used as input.
estimated_salary, used as input.
churn, used as the target. 1 if the client has left the bank during some period or 0 if he/she has not.
Aim is to Predict the Customer Churn for ABC Bank.

Tables

Test

@kaggle.rangalamahesh_bank_churn.test

2.2 MB
110023 rows
13 columns


CREATE TABLE test (
  "id" BIGINT,
  "customerid" BIGINT,
  "surname" VARCHAR,
  "creditscore" BIGINT,
  "geography" VARCHAR,
  "gender" VARCHAR,
  "age" DOUBLE,
  "tenure" BIGINT,
  "balance" DOUBLE,
  "numofproducts" BIGINT,
  "hascrcard" DOUBLE,
  "isactivemember" DOUBLE,
  "estimatedsalary" DOUBLE
);

Train

@kaggle.rangalamahesh_bank_churn.train

3.15 MB
165034 rows
14 columns


CREATE TABLE train (
  "id" BIGINT,
  "customerid" BIGINT,
  "surname" VARCHAR,
  "creditscore" BIGINT,
  "geography" VARCHAR,
  "gender" VARCHAR,
  "age" DOUBLE,
  "tenure" BIGINT,
  "balance" DOUBLE,
  "numofproducts" BIGINT,
  "hascrcard" DOUBLE,
  "isactivemember" DOUBLE,
  "estimatedsalary" DOUBLE,
  "exited" BIGINT
);