Data Preview
This reflects the current in-memory dataset after all operations.
Cleaning Operations
Standardization, missing values, and duplicates.
Quick actions
Duplicates
Transform & Structure
Data types, replacements, filters, and columns.
Change data type
Replace values
Quick Chart
Plot one column against another for a fast visual check.
Filter rows
Columns
Mapping & Barangay Tools
Apply lookup tables and fix barangay inconsistencies.
Subviolation Mapping
Barangay Mapping