CSV data
textareaRequired input
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.
Before you run
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
Demo input
{
"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": {
"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.
Step 1
Review the workflow and expected credit cost.
Step 2
Connect the tools or inputs required for execution.
Step 3
Run the workflow and inspect outputs in the app history.