Dataset Card: Social Network Ads Dataset

Dataset Overview

The Social Network Ads dataset is an English dataset containing 400 customer records and their purchase behavior.

Dataset Structure

Data Instances

Each instance includes the following fields:

• Age: Integer representing the customer's age.
• EstimatedSalary: Integer representing the customer's salary.
• Purchased: Integer, 0 indicates not purchased, 1 indicates purchased.

Example:

{
  "Age": "19",
  "EstimatedSalary": "19000",
  "Purchased": "0"
}

Data Fields

• Age: Integer, customer's age.
• EstimatedSalary: Integer, customer's salary.
• Purchased: Integer, 0 or 1, indicating not purchased or purchased.

Dataset Configuration

• Config Name: default
• Data Files:
  • split: train
  • path: data/train-*

Dataset Size

• Download Size: 3 400 bytes
• Dataset Size: 9 600 bytes
• Training Set:
  • num_bytes: 9 600 bytes
  • num_examples: 400