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Data feed FAQ: common questions about Forager data feeds and their answersData feed FAQ: common questions about Forager data feeds and their answers
This is expected behavior.The total record count represents all person profiles currently in the dataset.
The “updated in the last month” count reflects how many of those profiles we were able to recrawl.
We no longer crawl profiles when a:
  • Profile becomes inactive.
  • Profile is banned on LinkedIn.
  • Profile no longer exists.
You may discover a small subset of LinkedIn profiles with missing LinkedIn Identifiers. This typically happens when a LinkedIn profile becomes banned.
  • Forager data feeds are continuously refreshed on a rolling basis.
  • Delivery schedules (daily, weekly, monthly) control how often the recrawled profiles are delivered to you, not how often the underlying data is refreshed.
  • Transfers can be limited to records crawled since the last scheduled transfer (net new data only). Ask support which mode your feed uses.
  • The date_updated field indicates when the profile was last crawled.
When Forager determines that a record is no longer valid, legally distributable, or should no longer appear in the dataset. The crawlers will no longer update this profile, causing the profile not to be transferred in any future data transfers.
Forager schemas are versioned to ensure stability for downstream pipelines.When fields are added, structures evolve, or improvements are made, a new schema version is released. The schema version is included in:
  • File paths for bucket deliveries
  • The schema_version field of each record (see Row format)
This allows your data engineering team to:
  • Continue using older versions
  • Migrate on your timeline
  • Validate changes before moving production pipelines
Schema changes are designed to be additive whenever possible, minimizing breaking changes.
Last modified on October 28, 2026