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Phishing Exercises Duplicate Key Report + Equal-Width Histogram
x402
Phishing Exercises Duplicate Key Report + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-05).
Analyzes phishing exercise records to produce a duplicate key report and an equal-width histogram for either messages_delivered or reported_messages fields, supporting up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Phishing exercises — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied phishing exercises records (messages_delivered, reported_messages). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a duplicate key report identifying any rows sharing the same row_id, and (2) an equal-width histogram for the specified field (messages_delivered or reported_messages) divided into the requested number of bins, covering up to 200 input rows.
Example use cases
Audit phishing campaign data quality
“I've got results from our last phishing simulation — 50 rows with row IDs, dates, control groups, messages delivered, and messages reported. Can you run a duplicate key check and a 10-bin histogram on the messages_delivered column so I can spot any data entry errors?”
Analyze reported message distribution
“Here are the phishing exercise records from Q3 — about 120 rows. Can you generate a 5-bin equal-width histogram on the reported_messages field and also flag any rows that share the same row ID?”
Security training data cleanup
“Before I import this phishing awareness dataset into our dashboard, can you run it through a duplicate key report and a histogram of messages_delivered with 8 bins? I want to make sure there are no repeated records and see how delivery counts are spread out.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-security-14-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local statistical quality checks on phishing exercise tabular data specifically — combining duplicate key detection with frequency distribution analysis in a single low-cost call. It is ideal for data auditing before ingestion, validating simulation exports, or summarizing distributions without needing a live database, prediction model, or external lookup.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) — schema validation error
- Bin count outside 1–30 range — rejected by schema
- Missing required fields (row_id, messages_delivered, reported_messages) — validation failure
- Non-numeric values in numeric fields — parse error
- Empty rows array — schema minimum violation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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