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dv-api-metrics

  • Python code to collect metrics from datasets in Dataverse collections.
  • Used primarily to support the CAFE project.
  • Note: This library will become obsolete when the Dataverse Hub supports more metrics including dataset download metrics.

Objectives

  • Track collection change over time. Collection change could include tracking unique depositors and datasets created.
  • Track dataset engagement over time. Dataset engagement could include tracking dataset and file download counts, as well as dataset citations (where possible).

Desired Metrics

  • Number of datasets created per month
  • Number of collections per month
  • Number of dataset downloads per month
  • Dataset keyword frequency per month
  • Number of (unique) depositors per month
  • Number of file downloads per month per dataset

Additional Metrics

  • Number of harvested dataset engagements (Note: not available via APIs)

Desired Formats

Open questions:

  • Are reports preferred to raw data outputs?
    • Raw data (e.g., outputs from API queries)
    • Reports (e.g., summaries of API query output)

Technical Limitations

  • Metrics will be collected using existing Dataverse Metrics API endpoints or Native API endpoints.
  • Make Data Count metrics range from 2020-09 to the present.

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Python code to collect metrics from datasets in CAFE collections

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