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Data Ingestion Batches — Trailing Mean Series + Equal-Width Histogram
x402
Data Ingestion Batches — Trailing Mean Series + 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 2026-10-21).
Computes a trailing mean time series and an equal-width histogram for received_rows or accepted_rows fields across up to 200 data ingestion batch records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Trailing mean series + Equal-width histogram: Trailing mean series + Equal-width histogram for supplied data ingestion batches records (received_rows, accepted_rows). 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 analytical reports: (1) a trailing mean time series for the selected field (received_rows or accepted_rows) computed with the specified rolling window, and (2) an equal-width histogram with the requested number of bins — both derived from the supplied batch records without any external data lookup.
Example use cases
ETL pipeline throughput trend analysis
“Here are my last 3 months of ingestion batch records with received and accepted row counts — can you run a trailing mean with a window of 7 and a 10-bin histogram on received_rows so I can see the throughput trend and distribution?”
Data quality acceptance rate distribution
“I want to understand how consistently rows are being accepted in my pipeline — run a trailing mean series with window 4 and a 5-bin histogram on accepted_rows for these 80 batch records across my dataset groups.”
Ingestion anomaly spotting across groups
“Can you analyze these 120 ingestion batch records for group-a and group-b and give me a trailing mean (window of 3) plus a 15-bin histogram on received_rows so I can spot any unusual spikes or gaps?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-148?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular data ingestion batch records (with received_rows and accepted_rows per date and group) and need both a rolling average trend and a frequency distribution histogram in a single low-cost call. Ideal for data engineers wanting quick statistical summaries of pipeline throughput without setting up local analytics infrastructure. Not suitable for real-time monitoring, predictions, or data outside the ingestion batch domain.
Side effects
- Fewer than 1 or more than 200 rows provided — rejected by schema validation
- Window size larger than the number of rows — trailing mean may produce sparse or no output
- Invalid date format (not YYYY-MM-DD) on any row — schema validation error
- Bin count outside 1–30 range — request rejected
- Null values in received_rows or accepted_rows may affect mean computation
- Field value not one of 'received_rows' or 'accepted_rows' — enum validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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