Skip to main content
Noderan MarketplaceData & Intelligence
Demo ReadyLive E2E verifiedDeterministic~8s

Data Quality Score

Quantifies missing cells, inconsistent rows, and duplicate records.

Score CSV completeness, row consistency, and duplicate quality.

Workflow summary

Score CSV completeness, row consistency, and duplicate quality.

What is Data Quality Score?

Data Quality Score is a ready-to-run Noderan marketplace workflow for data & intelligence teams. It helps users move from a manual process to a repeatable automation with visible credit cost and app-based execution.

Who is it for?
Analysts, data stewards, and operations teams
What problem does it solve?
Score CSV completeness, row consistency, and duplicate quality.
How does it work?
Score CSV completeness, row consistency, and duplicate quality.
How does pricing work?
1 credit per run.
What is the next action?
Open the app marketplace to activate this workflow, or review credit pricing.

Data Quality Score FAQ

Short answers for activation, pricing, inputs, and execution review.

Quantifies missing cells, inconsistent rows, and duplicate records.

Expected inputs

CSV data

textarea

Required input

Demo input

Csv

name,email Alpha,[email protected] Beta, Gamma,[email protected]
View raw JSON
{
  "csv": "name,email\nAlpha,[email protected]\nBeta,\nGamma,[email protected]"
}

Output highlights

  • quality score
  • empty-cell metric
  • recommendations list

Example result

Score

92

Issues

1 empty cell

Metrics

Row Count3
Column Count3
Empty Cells1
Inconsistent Rows0
+1 more field

Recommendations

Fill missing values before import
View raw JSON
{
  "score": 92,
  "issues": [
    "1 empty cell"
  ],
  "metrics": {
    "rowCount": 3,
    "columnCount": 3,
    "emptyCells": 1,
    "inconsistentRows": 0,
    "duplicateRows": 0
  },
  "recommendations": [
    "Fill missing values before import"
  ]
}

Use cases

  • Turn raw CSV quality into an actionable score.

How it works

  1. 1

    Review the workflow and expected credit cost.

  2. 2

    Connect the tools or inputs required for execution.

  3. 3

    Run the workflow and inspect outputs in the app history.

Related next steps

Operating handoff / next

Put the next workflow on record.

Start with the outcome. Inspect the proposed steps, scope, and estimate before connecting tools or running live.

Control
Plan visible before execution
Entry cost
Free account · no card