Split by Attribute

Description

This component splits a dataset into multiple separate datasets based on the values of a chosen attribute. Each unique value (or range) produces its own output dataset, making it easy to partition data for further analysis.

Inputs

• Input dataset [Dataset]
• Split attribute [Column] — the column whose values determine how features are divided
• Split by [Selection] — choose from Unique (one dataset per unique value), Equal (match a specific value), or Number (split above/below a threshold)
• Value [String] — the threshold or target value (not required for Unique splits)

Outputs

• Result datasets [Dataset] — one dataset per group

Use Cases

• Separating land-use data into individual datasets per category (residential, commercial, industrial)
• Partitioning survey responses by region or department
• Breaking a single dataset into per-country or per-year subsets for batch processing