Generate and Profile CSV

Generate mock CSV and immediately profile column quality metrics.

Intermediate~3 mincsvgenerateanalyze

Use case

Use this for synthetic analytics fixture generation with quick data-quality review.

Workflow overview2 steps0 / 2 completed~3 min

Follow the steps from left to right for a quick overview, then use the inline stepper below to run each tool.

Generate mock CSV and immediately profile column quality metrics.

Current focusStep 1 · CSV Data Generator

0% complete

Step 1csv-tools Waiting

JSON → CSV

Generate CSV data

Mock CSV rows produced from the provided specification.

Step 2csv-tools Waiting

CSV → JSON

Profile CSV columns

Review the result here before moving to the next step.

Run this workflow inline

Work through each tool step here. Running a step automatically prepares the next step with the correct handoff value.

Workflow shortcut

Next unlocked step: Step 1 · CSV Data Generator

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Step 1Ready to runcsv-tools

Generate mock CSV with configurable columns including uuid, email, integer, float, date, boolean, enum, and name.

Provide { "columns": [{ "name": "id", "type": "uuid" }], "count": 10, "seed": 42 }.

Mock CSV rows produced from the provided specification.

Run this step to process the current input and prepare the next workflow stage.

Step 2Lockedcsv-tools

Profile CSV columns with inferred type, emptiness, uniqueness, top values, and numeric percentiles.

Complete the previous step first

This step unlocks automatically after all earlier workflow steps are completed successfully.

Provide csv input for this workflow step.

Review the result here before moving to the next step.

Run this step to process the current input and prepare the next workflow stage.