Pricing

from $0.60 / report generated

Dataset Drift Monitor

Scheduled scraper ran successfully, but did the output quietly change? Compare the current dataset shape with the latest baseline for count, field, missing-rate, and type-distribution drift.

Pricing

from $0.60 / report generated

Rating

0.0

(0)

Developer

Checksmith Cats

Actor stats

Bookmarked

Total users

Monthly active users

17 days ago

Last modified

What It Checks

Record count drop versus the previous compact baseline
Field additions and removals
Field missing-rate increases
Field type-distribution shifts
First-run baseline creation

Boundaries

This is an aggregate output-shape monitor. It does not independently check source pages, prove scraper correctness, repair missing records, judge legality, or promise alert coverage. It records what changed in the sampled dataset output.

Billing

Recommended launch pricing:

dataset-drift-report-generated: USD 0.60 per generated drift report
dataset-row-sampled: USD 0.01 per sampled row

Invalid input and dataset load/compare failures are not charged.

Local Example

$PYTHONPATH=src python -m apify_dataset_drift_monitor.cli examples/sample-input.json --json report.json --md report.md

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