synthetic_transactions_50k

Published: 30 June 2025| Version 1 | DOI: 10.17632/k3zv4sc5yk.1
Contributors:
Jaynab Sultana, Mohammed Borhan Uddin

Description

Data Type: This dataset contains 50,000 entries and 10 columns, all of which are of boolean data type (bool). This indicates that each column represents a specific item (e.g., Bread, Butter, Coffee) and the values are either True or False, likely indicating the presence or absence of that item in a transaction. Description: Count: Each column has 50,000 non-null entries, meaning there are no missing values in this dataset. Unique Values: All columns have 2 unique values (True and False), as expected for boolean data. Top Value: For all columns, the most frequent value is False, with frequencies ranging from 33,807 to 34,162. This suggests that the items are generally not present in most transactions.

Files

Categories

Data Mining

Licence