Quiz item results CSV
textareaRequired input
Noderan MarketplaceData & Intelligence
Demo ReadyLive E2E verifiedDeterministic~10s
Quiz Results Analyzer
Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments. It prepares a human review decision with rationale and risk flags; it never makes the final call automatically.
Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments.
Workflow summary
Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments.
What is Quiz Results Analyzer?
Quiz Results Analyzer 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?
- Teachers and assessment teams
- What problem does it solve?
- Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments.
- How does it work?
- Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments.
- 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.
Quiz Results Analyzer FAQ
Short answers for activation, pricing, inputs, and execution review.
Profiles quiz item rows for difficulty and discrimination outliers to improve future assessments. It prepares a human review decision with rationale and risk flags; it never makes the final call automatically.
Expected inputs
Demo input
Csv
item,status,score Q1 92pct correct,ready,92 Q4 18pct correct,review,18 Q7 everyone correct,review,100View raw JSON
{
"csv": "item,status,score\nQ1 92pct correct,ready,92\nQ4 18pct correct,review,18\nQ7 everyone correct,review,100"
}Output highlights
- rowCount
- columnCount
- headers
- findings
- previewRows
Example result
Row Count
3Column Count
3Headers
itemstatusscore
Findings
Quiz item rows include difficulty outliers flagged for assessment review.Parsed rows are ready for operator review
Preview Rows
1 structured item
View raw JSON
{
"rowCount": 3,
"columnCount": 3,
"headers": [
"item",
"status",
"score"
],
"findings": [
"Quiz item rows include difficulty outliers flagged for assessment review.",
"Parsed rows are ready for operator review"
],
"previewRows": [
{
"item": "Example",
"status": "review",
"score": "72"
}
]
}Use cases
- Find the quiz questions that didn't work.
How it works
- 1
Review the workflow and expected credit cost.
- 2
Connect the tools or inputs required for execution.
- 3
Run the workflow and inspect outputs in the app history.