Data dictionary UniversalBank
The UniversalBank dataset is a synthetic dataset used in the Wiley book series Machine Learning for Business Analytics.
The data set is available in CSV format here. The data set contains 500 observations with 14 variables:
- ID
- Customer ID
- Age
- Customer's age in completed years
- Experience
- #years of professional experience
- Income
- Annual income of the customer ($000)
- ZIP.Code
- Home Address ZIP code
- Family
- Family size of the customer
- CCAvg
- Avg. spending on credit cards per month ($000)
- Education
- Education Level. 1: Undergrad; 2: Graduate; 3: Advanced/Professional
- Mortgage
- Value of house mortgage if any. ($000)
- Personal.Loan
- Did this customer accept the personal loan offered in the last campaign?
- Securities.Account
- Does the customer have a securities account with the bank?
- CD.Account
- Does the customer have a certificate of deposit (CD) account with the bank?
- Online
- Does the customer use internet banking facilities?
- CreditCard
- Does the customer use a credit card issued by UniversalBank?