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[Feature Request]: Improve data profiling export and result aggregation #6302

@Adalennis

Description

@Adalennis

What would you like to happen?

The Data Profiling feature provides useful metrics, but the current implementation makes the results hard to consume and analyze. Profiling outputs are shown per field and per metric, with no easy way to export all results into a single, consolidated Excel file.

Additionally, showing NOT NULL counts without referencing the total number of records is misleading. In this context, NULL counts are more valuable, as they directly highlight data quality issues. Ideally, profiling results should include total row count and null counts (or percentages) to give proper context.

This is a good concept, but the usability and output format need improvement to support real-world data quality analysis and reporting.

Acceptance criteria (example):

  • Ability to export all profiling results into one Excel file
  • One row per field with consolidated metrics
  • Include total rows, null count (or null %)

Issue Priority

Priority: 3

Issue Component

Component: Hop Gui

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