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 in CSV format. 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?