{ "dictionary_version": "reference-fields-2.2.1", "prepared_date": "2026-10-29", "documentation_review_date": "2026-10-30", "scope": "Nine source datasets plus one separately labeled historical derived report.", "limitations": "The nine source datasets have explicit key-field reuse contracts. All field paths and observed types are inventoried; paths without a meaning remain structural only. Coverage counts are documentation coverage, not source verification or data completeness. 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its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.platform_datasets.facebook.leader_display", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.facebook.leader_entity_id", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.facebook.leader_name", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.facebook.leader_value", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.facebook.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.platform_datasets.facebook.metric", "observed_types": [ "string" ], "meaning": "Metric definition within the parent method, retaining account/people distinction." }, { "path": "$.platform_datasets.facebook.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.platform_datasets.facebook.partially_verified_count", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.platform_datasets.facebook.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; 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its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.platform_datasets.instagram.leader_display", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.instagram.leader_entity_id", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.instagram.leader_name", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.instagram.leader_value", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.instagram.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.platform_datasets.instagram.metric", "observed_types": [ "string" ], "meaning": "Metric definition within the parent method, retaining account/people distinction." }, { "path": "$.platform_datasets.instagram.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.platform_datasets.instagram.partially_verified_count", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.platform_datasets.instagram.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.platform_datasets.tiktok", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.measured_total", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.median", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.threshold_counts", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.threshold_counts.1000000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.threshold_counts.100000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.threshold_counts.5000000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.threshold_counts.500000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.audience_statistics.top_5_share_percent", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.data_url", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.platform_datasets.tiktok.leader_display", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.tiktok.leader_entity_id", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.tiktok.leader_name", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.tiktok.leader_value", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.tiktok.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.platform_datasets.tiktok.metric", "observed_types": [ "string" ], "meaning": "Metric definition within the parent method, retaining account/people distinction." }, { "path": "$.platform_datasets.tiktok.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.platform_datasets.tiktok.partially_verified_count", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.platform_datasets.tiktok.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.platform_datasets.youtube", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.youtube.audience_statistics", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.measured_total", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.median", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.threshold_counts", "observed_types": [ "object" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.threshold_counts.1000000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.threshold_counts.100000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.threshold_counts.5000000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.threshold_counts.500000_or_more", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.audience_statistics.top_5_share_percent", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.data_url", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.platform_datasets.youtube.leader_display", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.youtube.leader_entity_id", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.youtube.leader_name", "observed_types": [ "string" ] }, { "path": "$.platform_datasets.youtube.leader_value", "observed_types": [ "number" ] }, { "path": "$.platform_datasets.youtube.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.platform_datasets.youtube.metric", "observed_types": [ "string" ], "meaning": "Metric definition within the parent method, retaining account/people distinction." }, { "path": "$.platform_datasets.youtube.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.platform_datasets.youtube.partially_verified_count", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.platform_datasets.youtube.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.report_id", "observed_types": [ "string" ] }, { "path": "$.scope_note", "observed_types": [ "string" ] }, { "path": "$.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.source_datasets", "observed_types": [ "array" ], "meaning": "Historical input descriptors and hashes from which the report was derived; current files are not interchangeable inputs." }, { "path": "$.source_datasets[]", "observed_types": [ "object" ], "meaning": "Historical input descriptors and hashes from which the report was derived; current files are not interchangeable inputs." }, { "path": "$.source_datasets[].dataset_key", "observed_types": [ "string" ] }, { "path": "$.source_datasets[].sha256", "observed_types": [ "string" ], "meaning": "SHA-256 digest of exact source bytes; a matching filename without a matching digest is not the same historical input." }, { "path": "$.source_datasets[].url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.source_edition_provenance", "observed_types": [ "object" ] }, { "path": "$.source_edition_provenance.clarification_date", "observed_types": [ "string" ] }, { "path": "$.source_edition_provenance.data_date_contract", "observed_types": [ "string" ] }, { "path": "$.source_edition_provenance.limitation", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.source_edition_provenance.report_edition", "observed_types": [ "string" ] }, { "path": "$.source_edition_provenance.reproducibility_status", "observed_types": [ "string" ] }, { "path": "$.source_edition_provenance.source_hash_contract", "observed_types": [ "string" ] }, { "path": "$.source_edition_provenance.source_url_contract", "observed_types": [ "string" ] }, { "path": "$.summary", "observed_types": [ "object" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.summary.normalized_category_families", "observed_types": [ "number" ] }, { "path": "$.summary.outside_twin_cities_subset_count", "observed_types": [ "number" ] }, { "path": "$.summary.statewide_creator_count", "observed_types": [ "number" ] }, { "path": "$.summary.statewide_only_location_count", "observed_types": [ "number" ] }, { "path": "$.summary.twin_cities_creator_count", "observed_types": [ "number" ] }, { "path": "$.summary.twin_cities_share_percent", "observed_types": [ "number" ] }, { "path": "$.summary.unique_source_categories", "observed_types": [ "number" ] }, { "path": "$.summary.verified_greater_minnesota_count", "observed_types": [ "number" ] }, { "path": "$.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." } ] }, { "dataset_id": "core4-v1", "source_sha256": "35796f5475b2850754cd9b7435c45a458f96b47a8aa57ae70109d6fc2651b70a", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-28/minnesota-creator-index-2026.json", "primary_records_path": "records", "record_definition": "One person or creator group per records entry; COMPLETE and INCOMPLETE states remain distinct. Only COMPLETE records enter the complete comparison.", "metric_unit_and_limits": "String-formatted Core 4 account totals; approximate strings must not be parsed as exact measurements. Not unique people.", "reuse_contract": { "unit_and_population": "One creator person or group per records entry. Twelve researched records: five COMPLETE and seven INCOMPLETE; this is a bounded comparison, not a census.", "identity": "entity_id is the established dataset identity key; creator is a display label. Group accounts belong to the group, not separately to every member.", "measurement": "tiktok, instagram, youtube, facebook and core4 are source-formatted audience strings. Core 4 combines qualifying controlled accounts across four platforms, including approved secondary accounts. It counts account followers/subscriptions, not unique people.", "time": "snapshotDate is the original September audience snapshot. Preserve rounding and channel scope written inside each string; geography and download-edition dates are different.", "missing_values": "INCOMPLETE and unresolved strings are not zero. officialAccountsIncluded counts accounts, not audience. No numerical rank should be assigned by coercing unresolved strings.", "sources_and_geography": "Use the stated account-control and current-Minnesota criteria with the original source notes. Josh follows the same rule; owner-published research is not independent recognition." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.dataset", "observed_types": [ "string" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.geography_review", "observed_types": [ "object" ] }, { "path": "$.geography_review.audience_snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.geography_review.audience_values_refreshed", "observed_types": [ "boolean" ], "meaning": "Boolean indicating whether audience counters were remeasured during the geography review. False preserves original observations." }, { "path": "$.geography_review.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.geography_review.review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.method", "observed_types": [ "string" ], "meaning": "Method description for this source comparison, including its eligible accounts and limitations." }, { "path": "$.primaryCohort", "observed_types": [ "string" ], "meaning": "Bounded population admitted to this source comparison; not all Minnesota creators." }, { "path": "$.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records", "observed_types": [ "array" ] }, { "path": "$.records[]", "observed_types": [ "object" ] }, { "path": "$.records[].core4", "observed_types": [ "string" ], "meaning": "Source-formatted account-level audience text, including rounding and unresolved states. Preserve the string and its scope; do not parse as an exact integer or unique people." }, { "path": "$.records[].creator", "observed_types": [ "string" ], "meaning": "Display name in this source edition, not a unique key." }, { "path": "$.records[].current_geography_status", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.records[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.records[].facebook", "observed_types": [ "string" ], "meaning": "Source-formatted account-level audience text, including rounding and unresolved states. Preserve the string and its scope; do not parse as an exact integer or unique people." }, { "path": "$.records[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.records[].geography_review_note", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.records[].instagram", "observed_types": [ "string" ], "meaning": "Source-formatted account-level audience text, including rounding and unresolved states. Preserve the string and its scope; do not parse as an exact integer or unique people." }, { "path": "$.records[].officialAccountsIncluded", "observed_types": [ "number" ], "meaning": "Number of qualifying controlled platform accounts included; not followers or unique audience." }, { "path": "$.records[].status", "observed_types": [ "string" ], "meaning": "COMPLETE or INCOMPLETE. Only COMPLETE enters the fully verified comparison; INCOMPLETE is not zero." }, { "path": "$.records[].tiktok", "observed_types": [ "string" ], "meaning": "Source-formatted account-level audience text, including rounding and unresolved states. Preserve the string and its scope; do not parse as an exact integer or unique people." }, { "path": "$.records[].youtube", "observed_types": [ "string" ], "meaning": "Source-formatted account-level audience text, including rounding and unresolved states. Preserve the string and its scope; do not parse as an exact integer or unique people." }, { "path": "$.snapshotDate", "observed_types": [ "string" ], "meaning": "Original snapshot date in this source namespace; preserve its precision." } ], "reuse_field_selectors": { "records_path": "records", "identity_keys": [ "entity_id" ], "edition_date_path": [ "snapshotDate" ] } }, { "dataset_id": "famous-people-v1", "source_sha256": "d9b6e6d80794c248b8a4139637eda9c2680f6b47690f479d6a90bf0c38c25f3d", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-28/famous-people-minnesota-2026.json", "primary_records_path": "records", "record_definition": "One public figure or creator organization with a documented current Minnesota relationship per records entry. Unranked.", "metric_unit_and_limits": "No audience measure or numerical fame rank.", "reuse_contract": { "unit_and_population": "One public figure or group per records entry, unranked. The source file has 36 records; it describes documented current Minnesota relationships, not all famous Minnesotans.", "identity": "entity_id is the established identity key for each records entry in this source namespace; name, display_name and aliases are display labels. Join only documented exact IDs; do not infer cross-dataset identity from names.", "measurement": "There is no fame score, audience ranking or population estimate. relationshipClasses can contain multiple supported relationships per entity and must not be summed as unique people.", "time": "snapshotDate is September 22 in this source. verifiedDate is an evidence-review date; sources[].sourceDate is the publication date where known. These are distinct from download packaging.", "missing_values": "A null sourceDate means unknown publication date, not today. Empty arrays mean no records in that field, not evidence that no relationship exists. Missing optional profile references are not zero.", "sources_and_geography": "Each source has claim-specific scope. Current residence, professional base, formative ties and other relationships must follow their explicit classification; origin alone does not prove a current base." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.changeLog", "observed_types": [ "object" ] }, { "path": "$.changeLog.added", "observed_types": [ "number" ], "meaning": "Count of records added in the identified historical change log, not the current total or audience." }, { "path": "$.changeLog.limitedEvidenceRecords", "observed_types": [ "number" ], "meaning": "Count of records assigned limited evidence in that change log; not an ordinal rank." }, { "path": "$.changeLog.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.changeLog.removed", "observed_types": [ "number" ], "meaning": "Count of records removed in the identified historical change log, not a count of people leaving Minnesota." }, { "path": "$.changeLog.retainedExisting", "observed_types": [ "number" ], "meaning": "Count of existing records retained during that review, not newly verified audience." }, { "path": "$.changeLog.reviewedExisting", "observed_types": [ "number" ], "meaning": "Count of existing records considered during that review; read its actual verification scope." }, { "path": "$.correctionsUrl", "observed_types": [ "string" ], "meaning": "Existing public factual-correction pathway; this field does not submit a correction." }, { "path": "$.currentRelationshipClasses", "observed_types": [ "object" ] }, { "path": "$.currentRelationshipClasses.business_practice_studio", "observed_types": [ "string" ], "meaning": "Relationship definition for a documented business/practice/studio connection, distinct from private residence." }, { "path": "$.currentRelationshipClasses.creator_group_base", "observed_types": [ "string" ], "meaning": "Relationship definition for the operating base of a creator group, not every member’s residence." }, { "path": "$.currentRelationshipClasses.dated_limited", "observed_types": [ "string" ], "meaning": "Relationship definition for dated/limited evidence that must retain its historical scope." }, { "path": "$.currentRelationshipClasses.professional_work", "observed_types": [ "string" ], "meaning": "Relationship definition for documented professional activity, not exclusive residence." }, { "path": "$.currentRelationshipClasses.residence", "observed_types": [ "string" ], "meaning": "Relationship definition for publicly supported residence within this source’s evidence rules; no private address." }, { "path": "$.currentRelationshipClasses.team_organization", "observed_types": [ "string" ], "meaning": "Relationship definition for a professional team/organization connection, not personal residence." }, { "path": "$.dataset", "observed_types": [ "string" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.evidenceMethod", "observed_types": [ "string" ], "meaning": "Text defining how this source evaluates claim support; not a measurement outcome." }, { "path": "$.evidenceStates", "observed_types": [ "object" ] }, { "path": "$.evidenceStates.limited", "observed_types": [ "string" ], "meaning": "Source-defined limited-evidence state; unresolved scope remains explicit rather than treated as fully verified." }, { "path": "$.evidenceStates.supported", "observed_types": [ "string" ], "meaning": "Source-defined supported-evidence state for the identified claim, not independent verification of every fact." }, { "path": "$.evidenceStates.unresolved", "observed_types": [ "string" ], "meaning": "Specific outstanding verification in a partial record; do not replace with zero or a confident exclusion." }, { "path": "$.geographyRule", "observed_types": [ "string" ], "meaning": "Published geographic qualification rule for this source." }, { "path": "$.identityMethod", "observed_types": [ "string" ], "meaning": "Rules for representing identities and groups in this source." }, { "path": "$.methodologyVersion", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.ordering", "observed_types": [ "string" ], "meaning": "Editorial sort/order rule; directory display order is not an independent fame rank." }, { "path": "$.originalSnapshotDate", "observed_types": [ "string" ], "meaning": "Preserved original snapshot date preceding later source/documentation reviews." }, { "path": "$.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records", "observed_types": [ "array" ] }, { "path": "$.records[]", "observed_types": [ "object" ] }, { "path": "$.records[].aliases", "observed_types": [ "array" ], "meaning": "Recorded public name variants attached to the same identity; an empty array means none recorded." }, { "path": "$.records[].aliases[]", "observed_types": [ "string" ], "meaning": "Recorded public name variants attached to the same identity; an empty array means none recorded." }, { "path": "$.records[].canonical_entity_uri", "observed_types": [ "string" ], "meaning": "Established entity URI for this record; not automatically equivalent to every similar display name." }, { "path": "$.records[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.records[].currentPlace", "observed_types": [ "string" ], "meaning": "Public place label associated with the documented current relationship; not an exact private location." }, { "path": "$.records[].display_name", "observed_types": [ "string" ], "meaning": "Public display name; aliases do not establish a new entity." }, { "path": "$.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.records[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.records[].evidence_state", "observed_types": [ "string" ], "meaning": "Source-defined support status: supported, limited or unresolved. Not a fame score or endorsement." }, { "path": "$.records[].knownFor", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.records[].lastSiteReviewDate", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.records[].minnesotaConnection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.records[].minnesota_relationship_type", "observed_types": [ "string" ], "meaning": "Relationship classification as recorded; a professional connection is not necessarily residence." }, { "path": "$.records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].priorSnapshot", "observed_types": [ "object" ] }, { "path": "$.records[].priorSnapshot.minnesotaConnection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.records[].priorSnapshot.qualificationType", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].priorSnapshot.snapshotDate", "observed_types": [ "string" ], "meaning": "Original snapshot date in this source namespace; preserve its precision." }, { "path": "$.records[].priorSnapshot.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].priorSnapshot.sourceUrl", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.records[].priorSnapshot.verifiedDate", "observed_types": [ "string" ], "meaning": "Date evidence was reviewed in this source record; not necessarily source publication or event date." }, { "path": "$.records[].qualificationType", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].relationshipClasses", "observed_types": [ "array" ], "meaning": "Multiple documented relationship classes may apply to one entity; summing them does not count unique people." }, { "path": "$.records[].relationshipClasses[]", "observed_types": [ "string" ], "meaning": "Multiple documented relationship classes may apply to one entity; summing them does not count unique people." }, { "path": "$.records[].schema_type", "observed_types": [ "string" ], "meaning": "Structured-data classification of the represented record; person and group are distinct." }, { "path": "$.records[].sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].sourceReviewDate", "observed_types": [ "string" ], "meaning": "Date the source/claim was reviewed, not an event or audience observation." }, { "path": "$.records[].sourceUrl", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.records[].source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.records[].sources", "observed_types": [ "array" ], "meaning": "Claim-specific supporting-source records. Inspect the claims/support fields before reuse." }, { "path": "$.records[].sources[]", "observed_types": [ "object" ], "meaning": "Claim-specific supporting-source records. Inspect the claims/support fields before reuse." }, { "path": "$.records[].sources[].accessNote", "observed_types": [ "string" ], "meaning": "Source accessibility/permission qualification as recorded; access difficulty alone is not proof of false content." }, { "path": "$.records[].sources[].claims", "observed_types": [ "array" ], "meaning": "Claims supported by the parent source; a source URL does not automatically establish unrelated assertions." }, { "path": "$.records[].sources[].claims[]", "observed_types": [ "string" ], "meaning": "Claims supported by the parent source; a source URL does not automatically establish unrelated assertions." }, { "path": "$.records[].sources[].label", "observed_types": [ "string" ], "meaning": "Human-readable label within the parent source/relationship record; not a unique identity key." }, { "path": "$.records[].sources[].sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].sources[].sourceDate", "observed_types": [ "null", "string" ], "meaning": "Publication date in this source record when known; null means unknown rather than review date." }, { "path": "$.records[].sources[].url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.records[].verifiedDate", "observed_types": [ "null", "string" ], "meaning": "Date evidence was reviewed in this source record; not necessarily source publication or event date." }, { "path": "$.schemaVersion", "observed_types": [ "string" ], "meaning": "Version of this source data structure, distinct from method, observation and fixed-download edition." }, { "path": "$.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.selectionRule", "observed_types": [ "string" ], "meaning": "Published inclusion rule for the bounded source compilation." }, { "path": "$.snapshotDate", "observed_types": [ "string" ], "meaning": "Original snapshot date in this source namespace; preserve its precision." } ], "reuse_field_selectors": { "records_path": "records", "identity_keys": [ "entity_id" ], "edition_date_path": [ "snapshotDate" ] } }, { "dataset_id": "creator-directory-v1", "source_sha256": "668b4bfbe392047a59621c573dda9bb75f1b5025a003fd5c94986840fad49e88", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29-reliability/minnesota-creators-2026.json", "primary_records_path": "records", "record_definition": "One current creator entity per records entry; 47 entities, including an exact 31-entity metro subset. Selected coverage, not a census.", "metric_unit_and_limits": "No ranking denominator; a bounded discovery directory.", "reuse_contract": { "unit_and_population": "One Person or Organization per records entry. The coverage directory contains 47 entities, including 31 exact metro IDs. It is unranked and has no audience threshold.", "identity": "entity_id joins established exact IDs with the metro directory. display_name and aliases are labels, not universal join keys.", "measurement": "core4_total is an optional cross-reference to a separately measured comparison, not the basis of inclusion or ordering. Never sum directory rows to infer a statewide audience.", "time": "dataset.snapshot_date preserves the original edition lineage. Record geography_verified_date is an evidence review; geography_source_date is a publication date when known. The October 29 review applies only to identified records.", "missing_values": "audience_threshold null means no threshold. core4_total/core4_approximate/core4_dataset_url null means no resolved cross-reference, not zero audience. official_website null means none verified in this record. Empty aliases means none recorded.", "sources_and_geography": "qualification_type separates creator base, professional practice and self-reported residence. A non-exclusive base may qualify when explicitly sourced; birthplace, historical residence, property or a visit alone do not. geography_source_class records who supports the claim; an undated biography is not a dated residence reaffirmation." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.data_url", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.dataset.dataset_id", "observed_types": [ "string" ], "meaning": "Dataset identifier within the catalog; not a creator/person ID." }, { "path": "$.dataset.description", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.dataset.geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.dataset.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.dataset.geography_review_scope", "observed_types": [ "string" ], "meaning": "Which geography records were reviewed; do not infer that all records were freshly verified." }, { "path": "$.dataset.last_updated", "observed_types": [ "string" ], "meaning": "Material source-record update date as stored; not automatically the packaging or release date." }, { "path": "$.dataset.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.original_snapshot_date", "observed_types": [ "string" ], "meaning": "Original directory seed snapshot before this current membership compilation; not a new observation date for audience figures." }, { "path": "$.dataset.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.dataset.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.dataset.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.dataset.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.dataset.subset_dataset_ids", "observed_types": [ "array" ], "meaning": "Dataset IDs whose current entity sets form documented subsets; validate exact identity membership before combining editions." }, { "path": "$.dataset.subset_dataset_ids[]", "observed_types": [ "string" ], "meaning": "Dataset IDs whose current entity sets form documented subsets; validate exact identity membership before combining editions." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.audience_threshold", "observed_types": [ "null" ], "meaning": "Minimum inclusion audience if one is required; null means this directory has no numerical audience threshold." }, { "path": "$.methodology.creator_work_rule", "observed_types": [ "string" ], "meaning": "Required substantive public digital work; social-account existence alone is insufficient." }, { "path": "$.methodology.current_connection_rule", "observed_types": [ "string" ], "meaning": "Evidence rule for a current creator/professional Minnesota relationship, including explicit non-exclusive bases." }, { "path": "$.methodology.geographic_subset", "observed_types": [ "object" ] }, { "path": "$.methodology.geographic_subset.data_url", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.methodology.geographic_subset.dataset_id", "observed_types": [ "string" ], "meaning": "Dataset identifier within the catalog; not a creator/person ID." }, { "path": "$.methodology.geographic_subset.relationship", "observed_types": [ "string" ], "meaning": "Explicit relationship in the parent context, such as account ownership or directory subset; not a new personal affiliation." }, { "path": "$.methodology.purpose", "observed_types": [ "string" ], "meaning": "Intended use of this compilation; not an assertion of exhaustive coverage." }, { "path": "$.methodology.ranking_published", "observed_types": [ "boolean" ], "meaning": "Whether this resource publishes an ordinal audience ranking; false is not an absent/zero audience." }, { "path": "$.records", "observed_types": [ "array" ] }, { "path": "$.records[]", "observed_types": [ "object" ] }, { "path": "$.records[].aliases", "observed_types": [ "array" ], "meaning": "Recorded public name variants attached to the same identity; an empty array means none recorded." }, { "path": "$.records[].aliases[]", "observed_types": [ "string" ], "meaning": "Recorded public name variants attached to the same identity; an empty array means none recorded." }, { "path": "$.records[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.records[].core4_approximate", "observed_types": [ "boolean", "null" ], "meaning": "Whether the optional Core 4 total is approximate; null means no resolved total/flag." }, { "path": "$.records[].core4_dataset_url", "observed_types": [ "null", "string" ], "meaning": "Reference to the separate Core 4 dataset; null means no resolved cross-reference." }, { "path": "$.records[].core4_record_available", "observed_types": [ "boolean" ], "meaning": "Whether a cross-referenced Core 4 record exists; not proof that every platform is complete." }, { "path": "$.records[].core4_total", "observed_types": [ "null", "number" ], "meaning": "Optional Core 4 comparison total in recorded units; null is unavailable/unresolved, not zero." }, { "path": "$.records[].dataset_memberships", "observed_types": [ "array" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].dataset_memberships[]", "observed_types": [ "string" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].display_name", "observed_types": [ "string" ], "meaning": "Public display name; aliases do not establish a new entity." }, { "path": "$.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.records[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.records[].geography_basis", "observed_types": [ "string" ], "meaning": "Explicit geographic interpretation, including a documented non-exclusive creator base where applicable." }, { "path": "$.records[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.records[].geography_review_limitation", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.records[].geography_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.records[].geography_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.records[].geography_source_event_date", "observed_types": [ "string" ], "meaning": "Date of the source event when known; not the publication timestamp of its biography." }, { "path": "$.records[].geography_source_history", "observed_types": [ "array" ], "meaning": "Previously recorded geography provenance retained for auditability; historical evidence is not a fresh current-base assertion." }, { "path": "$.records[].geography_source_history[]", "observed_types": [ "object" ], "meaning": "Previously recorded geography provenance retained for auditability; historical evidence is not a fresh current-base assertion." }, { "path": "$.records[].geography_source_history[].geography_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.records[].geography_source_history[].geography_source_date", "observed_types": [ "null" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.records[].geography_source_history[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.records[].geography_source_history[].geography_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the geography claim, distinct from the audience source." }, { "path": "$.records[].geography_source_history[].geography_verified_date", "observed_types": [ "string" ], "meaning": "Date the geography evidence was reviewed, not a new audience observation." }, { "path": "$.records[].geography_source_history[].qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.records[].geography_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the geography claim, distinct from the audience source." }, { "path": "$.records[].geography_verified_date", "observed_types": [ "string" ], "meaning": "Date the geography evidence was reviewed, not a new audience observation." }, { "path": "$.records[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.records[].last_verified", "observed_types": [ "string" ], "meaning": "Original record verification date as stored. A later targeted geography review does not imply every record field was rechecked." }, { "path": "$.records[].location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.records[].official_profiles", "observed_types": [ "array" ], "meaning": "Recorded official public presence URLs. A URL is not itself verification of every visible account statistic." }, { "path": "$.records[].official_profiles[]", "observed_types": [ "string" ], "meaning": "Recorded official public presence URLs. A URL is not itself verification of every visible account statistic." }, { "path": "$.records[].official_website", "observed_types": [ "null", "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.records[].primary_platforms", "observed_types": [ "array" ], "meaning": "Public platform labels associated with this creator, not an exhaustive account inventory." }, { "path": "$.records[].primary_platforms[]", "observed_types": [ "string" ], "meaning": "Public platform labels associated with this creator, not an exhaustive account inventory." }, { "path": "$.records[].qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].supporting_geography_source_urls", "observed_types": [ "array" ], "meaning": "Additional claim-specific public geography references; they do not automatically verify audience values." }, { "path": "$.records[].supporting_geography_source_urls[]", "observed_types": [ "string" ], "meaning": "Additional claim-specific public geography references; they do not automatically verify audience values." }, { "path": "$.records[].view_scale_display", "observed_types": [ "string" ], "meaning": "Dated display label for Josh’s separately documented cross-platform views; not follower totals or unique people." }, { "path": "$.records[].view_scale_methodology_url", "observed_types": [ "string" ], "meaning": "Existing method/source page for the separate view-scale claim." } ], "reuse_field_selectors": { "records_path": "records", "identity_keys": [ "entity_id" ], "edition_date_path": [ "dataset", "snapshot_date" ] } }, { "dataset_id": "minnesota-internet-personalities-v1", "source_sha256": "611ab00888ed849c513211caa5b8544d45fa1d9015419a16fe1036be08bb960c", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-28/minnesota-internet-personalities-2026.json", "primary_records_path": "records", "record_definition": "One internet-native public identity per records entry. Historical, formative, origin and current relationships are separate.", "metric_unit_and_limits": "No audience ranking. Do not infer current residence from historical relationships.", "reuse_contract": { "unit_and_population": "One internet-native public identity per records entry; 25 bounded records across eras. Current, origin, formative and historical ties are separate.", "identity": "recordId identifies the directory record; canonicalEntityId identifies the entity in this source namespace. name and onlineName are display labels. Preserve existingSiteMemberships; do not split alternate names into duplicate people or combine a group and its members.", "measurement": "This is an unranked discovery inventory. Chronology buckets and summaries describe this inventory, not the Minnesota creator population or audience shares.", "time": "Snapshot, first-public-work chronology and source verification are different dates. Uncertain or coarse date ranges must retain their precision.", "missing_values": "Null or absent optional dates/profile fields mean unknown or unrecorded. Do not infer current residence from an omitted move date or historical Minnesota connection.", "sources_and_geography": "Use the connection statement and public source for each relationship. A past connection does not meet the current-base criterion of a separate audience ranking." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.chronology", "observed_types": [ "object" ] }, { "path": "$.chronology.dateRange", "observed_types": [ "array" ], "meaning": "Chronology coverage interval, not a count measurement or complete career history." }, { "path": "$.chronology.dateRange[]", "observed_types": [ "number" ], "meaning": "Chronology coverage interval, not a count measurement or complete career history." }, { "path": "$.chronology.milestoneCount", "observed_types": [ "number" ], "meaning": "Number of chronology milestones recorded; one identity may have several milestones." }, { "path": "$.chronology.records", "observed_types": [ "array" ] }, { "path": "$.chronology.records[]", "observed_types": [ "object" ] }, { "path": "$.chronology.records[].independentDocumentationSource", "observed_types": [ "object" ] }, { "path": "$.chronology.records[].independentDocumentationSource.date", "observed_types": [ "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.chronology.records[].independentDocumentationSource.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.chronology.records[].independentDocumentationSource.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.chronology.records[].independentDocumentationSource.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.chronology.records[].independentDocumentationSource.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.chronology.records[].independentDocumentationSource.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.chronology.records[].milestoneClass", "observed_types": [ "string" ], "meaning": "Type of chronology evidence; retain attribution rather than treating every milestone as independently reported." }, { "path": "$.chronology.records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.chronology.records[].recordId", "observed_types": [ "string" ], "meaning": "Identifier of this source record, distinct from the represented person/group." }, { "path": "$.chronology.records[].source", "observed_types": [ "object" ] }, { "path": "$.chronology.records[].source.date", "observed_types": [ "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.chronology.records[].source.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.chronology.records[].source.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.chronology.records[].source.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.chronology.records[].source.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.chronology.records[].source.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.chronology.records[].summary", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.chronology.records[].year", "observed_types": [ "number" ], "meaning": "Calendar year of the described chronology milestone; do not invent an exact day." }, { "path": "$.chronology.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.corrections", "observed_types": [ "array" ] }, { "path": "$.corrections[]", "observed_types": [ "object" ] }, { "path": "$.corrections[].date", "observed_types": [ "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.corrections[].description", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.corrections[].scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.dataUrl", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.dataset.datasetId", "observed_types": [ "string" ], "meaning": "Dataset identifier within the catalog; not a creator/person ID." }, { "path": "$.dataset.description", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.ordering", "observed_types": [ "string" ], "meaning": "Editorial sort/order rule; directory display order is not an independent fame rank." }, { "path": "$.dataset.pageUrl", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.dataset.publisher", "observed_types": [ "object" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.dataset.publisher.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.publisher.organizationId", "observed_types": [ "string" ], "meaning": "Existing organization-profile reference when recorded; not an individual member." }, { "path": "$.dataset.publisher.personId", "observed_types": [ "string" ], "meaning": "Existing person-profile reference when recorded; not a new identity claim." }, { "path": "$.dataset.recordCount", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.dataset.reviewedAt", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.dataset.version", "observed_types": [ "string" ], "meaning": "Version identifier in its parent dataset/documentation context; not an observation date unless explicitly stated." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.collectiveIdentityRule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing collectiveIdentityRule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.historicalRecordsAllowed", "observed_types": [ "boolean" ], "meaning": "Published rule or decision text governing historicalRecordsAllowed. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.internetIdentityRule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing internetIdentityRule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.minnesotaEvidenceRule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing minnesotaEvidenceRule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.rankingPublished", "observed_types": [ "boolean" ], "meaning": "Whether this resource publishes an ordinal audience ranking; false is not an absent/zero audience." }, { "path": "$.records", "observed_types": [ "array" ] }, { "path": "$.records[]", "observed_types": [ "object" ] }, { "path": "$.records[].breakthrough", "observed_types": [ "string" ], "meaning": "Source-attributed milestone description, not a numerical influence measurement." }, { "path": "$.records[].canonicalEntityId", "observed_types": [ "string" ], "meaning": "Identity key in this source namespace, distinct from a record ID; cross-dataset joins require a verified crosswalk." }, { "path": "$.records[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.records[].entityType", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.records[].era", "observed_types": [ "string" ], "meaning": "Broad chronology grouping as defined by the source, not an exact start/end claim." }, { "path": "$.records[].evidenceGrade", "observed_types": [ "string" ], "meaning": "Evidence classification within this source’s methodology; not independent peer review or a public newsworthiness score." }, { "path": "$.records[].existingSiteMemberships", "observed_types": [ "array" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].existingSiteMemberships[]", "observed_types": [ "string" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].firstDocumentedInternetYear", "observed_types": [ "null", "number" ], "meaning": "Earliest internet-work year established by the identified public documentation, not necessarily the first activity ever." }, { "path": "$.records[].firstIndependentDocumentationSource", "observed_types": [ "object" ], "meaning": "Independent publication establishing the documented milestone, within its actual claim scope." }, { "path": "$.records[].firstIndependentDocumentationSource.date", "observed_types": [ "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.records[].firstIndependentDocumentationSource.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records[].firstIndependentDocumentationSource.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].firstIndependentDocumentationSource.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.records[].firstIndependentDocumentationSource.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].firstIndependentDocumentationSource.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.records[].firstPartyStartSource", "observed_types": [ "object" ], "meaning": "Attributed first-party evidence for the start year; not independent reporting." }, { "path": "$.records[].firstPartyStartSource.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records[].firstPartyStartSource.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].firstPartyStartSource.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.records[].firstPartyStartSource.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].firstPartyStartSource.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.records[].firstPartyStartYear", "observed_types": [ "number" ], "meaning": "Start year stated by the creator/first-party source, distinguished from independent documentation." }, { "path": "$.records[].knownOnlineFor", "observed_types": [ "string" ], "meaning": "Concise description of documented internet-native work, not a universal occupation or endorsement." }, { "path": "$.records[].minnesotaRelationship", "observed_types": [ "object" ] }, { "path": "$.records[].minnesotaRelationship.label", "observed_types": [ "string" ], "meaning": "Human-readable label within the parent source/relationship record; not a unique identity key." }, { "path": "$.records[].minnesotaRelationship.location", "observed_types": [ "string" ], "meaning": "Public general location within the documented relationship; not a private address or current physical-presence claim." }, { "path": "$.records[].minnesotaRelationship.summary", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.records[].minnesotaRelationship.temporalScope", "observed_types": [ "string" ], "meaning": "Whether the documented relationship is current, formative, origin-based or historical; do not interchange them." }, { "path": "$.records[].minnesotaRelationship.type", "observed_types": [ "string" ], "meaning": "Parent-specific presence, identity or relationship type. Read its path; a Facebook page type is not a Person occupation." }, { "path": "$.records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].onlineName", "observed_types": [ "string" ], "meaning": "Public display name; not a unique join key." }, { "path": "$.records[].primaryPlatform", "observed_types": [ "string" ], "meaning": "Principal platform label in this source record; not a complete account ownership inventory." }, { "path": "$.records[].primarySource", "observed_types": [ "object" ], "meaning": "Primary cited source for this record’s claim; its classification determines independence and limits." }, { "path": "$.records[].primarySource.date", "observed_types": [ "null", "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.records[].primarySource.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records[].primarySource.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].primarySource.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.records[].primarySource.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].primarySource.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.records[].profileUrl", "observed_types": [ "string" ], "meaning": "Existing public profile URL for this identity, where verified." }, { "path": "$.records[].recordId", "observed_types": [ "string" ], "meaning": "Identifier of this source record, distinct from the represented person/group." }, { "path": "$.records[].schemaId", "observed_types": [ "string" ], "meaning": "Existing structured-data identifier; reuse rather than creating a duplicate identity." }, { "path": "$.records[].secondarySource", "observed_types": [ "object" ], "meaning": "Additional cited source for the stated claim, not automatic verification of every record field." }, { "path": "$.records[].secondarySource.date", "observed_types": [ "null", "string" ], "meaning": "Date of the event, source, correction or chronology node identified by its parent. Preserve that role and precision; it is not automatically an audience observation." }, { "path": "$.records[].secondarySource.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.records[].secondarySource.sourceClass", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.records[].secondarySource.support", "observed_types": [ "string" ], "meaning": "Specific claim that the parent source supports; attribution/provenance remains attached to reuse." }, { "path": "$.records[].secondarySource.title", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.records[].secondarySource.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.records[].sortName", "observed_types": [ "string" ], "meaning": "Label used for editorial sorting, not an additional identity." } ], "reuse_field_selectors": { "records_path": "records", "identity_keys": [ "recordId", "canonicalEntityId" ], "edition_date_path": [ "dataset", "reviewedAt" ] } }, { "dataset_id": "youtube-v1", "source_sha256": "0cd0c12afe106c68d9d1ddee7042f32f398b07ed7cb27a288bd926193ba8badb", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29-reliability/minnesota-youtube-creators-2026.json", "primary_records_path": "ranked_creators", "record_definition": "One sufficiently verified creator or group in ranked_creators; partial, moved and excluded records are separate arrays.", "metric_unit_and_limits": "YouTube channel subscribers summed only over qualifying creator-controlled channels; account subscriptions, not unique people.", "reuse_contract": { "unit_and_population": "Subscribers across qualifying publicly verified creator-controlled channels; multiple approved channels may be summed. The existing edition has 15 ranked and 11 partial records. Neither array is a complete census.", "identity": "slug_or_id identifies the existing creator or group in ranked_creators. Channel/account IDs and URLs identify presences, not additional unique people.", "measurement": "rank applies only to the sufficiently verified ranked_creators array. qualifying account/channel arrays define what was counted. Preserve count approximation flags, source units and account-control limits.", "time": "The original audience snapshot and individual *_verified_date fields govern count reuse. A source publication date, October geography supplement and eventual website release date are separate.", "missing_values": "Partially verified, excluded or elsewhere records are separate research states. A known minimum is a floor, not a complete total; null/unresolved is not zero. A verified absence of an eligible account may be zero only where explicitly documented.", "sources_and_geography": "Audience URLs support counts/account control; Minnesota source URLs support geography. The current_geography_supplement is a later review and does not modify the historical audience cohort, ranks or measurements. Non-exclusive bases are explicit; a new comparable edition is required before reranking." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement", "observed_types": [ "object" ], "meaning": "Later current-base review kept separate from the historical audience arrays. It cannot retroactively establish location on an audience-observation date." }, { "path": "$.current_geography_supplement.records", "observed_types": [ "array" ] }, { "path": "$.current_geography_supplement.records[]", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement.records[].effect_on_observed_audience", "observed_types": [ "string" ], "meaning": "Explicit statement of whether this later review changes measured account arrays/ranks; here it does not." }, { "path": "$.current_geography_supplement.records[].eligibility", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.current_geography_supplement.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.current_geography_supplement.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.current_geography_supplement.records[].limitation", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.current_geography_supplement.records[].review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.current_geography_supplement.records[].source_class", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.current_geography_supplement.records[].source_event_date", "observed_types": [ "null", "string" ], "meaning": "Date of a public source event, distinct from publication, measurement and review dates." }, { "path": "$.current_geography_supplement.records[].source_publication_date", "observed_types": [ "null" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.current_geography_supplement.records[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.records[].supporting_source_publication_date", "observed_types": [ "null", "string" ], "meaning": "Publication date of the secondary source, not the date a subject moved or an audience was measured." }, { "path": "$.current_geography_supplement.records[].supporting_source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.candidate_creators_researched", "observed_types": [ "number" ], "meaning": "Count of researched creator candidates; not every creator in Minnesota." }, { "path": "$.dataset.date_published", "observed_types": [ "string" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.dataset.geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.dataset.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.dataset.important_limit", "observed_types": [ "string" ], "meaning": "Material limit on the parent compilation’s coverage or claims; retain with reused results." }, { "path": "$.dataset.measurement", "observed_types": [ "string" ], "meaning": "Description of the metric and accounts admitted; preserve units, dates and limitations." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.original_research_summary", "observed_types": [ "object" ] }, { "path": "$.dataset.original_research_summary.current_minnesota_creators_identified", "observed_types": [ "number" ], "meaning": "Count recorded in the original research summary, not necessarily the final current ranked population." }, { "path": "$.dataset.partially_verified_records", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.dataset.publisher_disclosure", "observed_types": [ "string" ], "meaning": "Ownership/conflict disclosure: Josh publishes the research and is included under its stated rules." }, { "path": "$.dataset.ranked_records", "observed_types": [ "number" ], "meaning": "Number of records in the ranked array, not all researched candidates." }, { "path": "$.dataset.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.dataset.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.excluded_research_records", "observed_types": [ "array" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[]", "observed_types": [ "object" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.excluded_research_records[].reason", "observed_types": [ "string" ], "meaning": "Record-specific reason for exclusion, secondary-account treatment or another stated parent decision." }, { "path": "$.geography_review", "observed_types": [ "object" ] }, { "path": "$.geography_review.audience_snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.geography_review.audience_values_refreshed", "observed_types": [ "boolean" ], "meaning": "Boolean indicating whether audience counters were remeasured during the geography review. False preserves original observations." }, { "path": "$.geography_review.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.geography_review.review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.channel_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing channel rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.geography_rule", "observed_types": [ "string" ], "meaning": "Published geographic qualification rule for this source." }, { "path": "$.methodology.group_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing group rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.rank_metric", "observed_types": [ "string" ], "meaning": "Metric used for this source’s numerical ordering, distinct from fame, engagement or unique reach." }, { "path": "$.methodology.rounding_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing rounding rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.unresolved_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing unresolved rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.minnesota_natives_now_elsewhere", "observed_types": [ "array" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[]", "observed_types": [ "object" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[].current_base", "observed_types": [ "string" ], "meaning": "Source-recorded general creator base, bounded by that record’s date and evidence; not a current private address." }, { "path": "$.minnesota_natives_now_elsewhere[].minnesota_connection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.minnesota_natives_now_elsewhere[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.minnesota_natives_now_elsewhere[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.minnesota_natives_now_elsewhere[].youtube_note", "observed_types": [ "string" ], "meaning": "Source note about this record’s YouTube information and eligibility; preserve the dated context." }, { "path": "$.partially_verified_creators", "observed_types": [ "array" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[]", "observed_types": [ "object" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[].current_geography_status", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.partially_verified_creators[].display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.partially_verified_creators[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.partially_verified_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.partially_verified_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.partially_verified_creators[].geography_review_note", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.partially_verified_creators[].known_verified_channels", "observed_types": [ "string" ], "meaning": "Number of channels verified in a partial record; not necessarily the complete controlled channel set." }, { "path": "$.partially_verified_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.partially_verified_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].unresolved", "observed_types": [ "string" ], "meaning": "Specific outstanding verification in a partial record; do not replace with zero or a confident exclusion." }, { "path": "$.partially_verified_creators[].verified_subscriber_minimum", "observed_types": [ "null", "number" ], "meaning": "Verified lower bound from known qualifying channels; not the unresolved full channel set or a rankable exact total." }, { "path": "$.ranked_creators", "observed_types": [ "array" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[]", "observed_types": [ "object" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[].account_notes", "observed_types": [ "string" ], "meaning": "Claim-specific account-control, count or approximation notes; retain alongside reused figures." }, { "path": "$.ranked_creators[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.ranked_creators[].channel_count", "observed_types": [ "number" ], "meaning": "Number of qualifying channels included in this record, not subscribers or unique people." }, { "path": "$.ranked_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.ranked_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.ranked_creators[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.ranked_creators[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.ranked_creators[].minnesota_location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.ranked_creators[].minnesota_qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.ranked_creators[].minnesota_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.ranked_creators[].minnesota_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.ranked_creators[].minnesota_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the Minnesota qualification; does not automatically support the follower count." }, { "path": "$.ranked_creators[].minnesota_status", "observed_types": [ "string" ], "meaning": "Source cohort status for Minnesota eligibility at the stated review; a later geography supplement is separate." }, { "path": "$.ranked_creators[].minnesota_verified_date", "observed_types": [ "string" ], "meaning": "Date the Minnesota evidence was reviewed, not a source publication date." }, { "path": "$.ranked_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].official_website", "observed_types": [ "null", "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.ranked_creators[].primary_channel", "observed_types": [ "object" ] }, { "path": "$.ranked_creators[].primary_channel.approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].primary_channel.channel_id", "observed_types": [ "string" ], "meaning": "Platform channel identifier; distinct from the person/group identity." }, { "path": "$.ranked_creators[].primary_channel.display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.ranked_creators[].primary_channel.handle", "observed_types": [ "string" ], "meaning": "Public account handle as recorded; not a creator identity key or proof of ownership by itself." }, { "path": "$.ranked_creators[].primary_channel.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].primary_channel.ownership_evidence_type", "observed_types": [ "string" ], "meaning": "Kind of evidence supporting creator control of this account, separate from count or geography evidence." }, { "path": "$.ranked_creators[].primary_channel.subscribers", "observed_types": [ "number" ], "meaning": "Numerical channel subscriptions at the recorded observation, not views or unique people. Preserve approximate flag and channel-control scope." }, { "path": "$.ranked_creators[].primary_channel.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].qualifying_channels", "observed_types": [ "array" ], "meaning": "Creator-controlled channels admitted to the subscriber total under the stated control/ownership rules." }, { "path": "$.ranked_creators[].qualifying_channels[]", "observed_types": [ "object" ], "meaning": "Creator-controlled channels admitted to the subscriber total under the stated control/ownership rules." }, { "path": "$.ranked_creators[].qualifying_channels[].approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].qualifying_channels[].channel_id", "observed_types": [ "string" ], "meaning": "Platform channel identifier; distinct from the person/group identity." }, { "path": "$.ranked_creators[].qualifying_channels[].display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.ranked_creators[].qualifying_channels[].handle", "observed_types": [ "string" ], "meaning": "Public account handle as recorded; not a creator identity key or proof of ownership by itself." }, { "path": "$.ranked_creators[].qualifying_channels[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].qualifying_channels[].ownership_evidence_type", "observed_types": [ "string" ], "meaning": "Kind of evidence supporting creator control of this account, separate from count or geography evidence." }, { "path": "$.ranked_creators[].qualifying_channels[].subscribers", "observed_types": [ "number" ], "meaning": "Numerical channel subscriptions at the recorded observation, not views or unique people. Preserve approximate flag and channel-control scope." }, { "path": "$.ranked_creators[].qualifying_channels[].url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].rank", "observed_types": [ "number" ], "meaning": "Position only within this verified platform cohort and observation; not a statewide fame or market-share position." }, { "path": "$.ranked_creators[].slug_or_id", "observed_types": [ "string" ], "meaning": "Creator/group identifier used by this platform dataset; preserve source spelling and group ownership." }, { "path": "$.ranked_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].youtube_total_approximate", "observed_types": [ "boolean" ], "meaning": "Approximation flag for the named platform count; preserve rather than round again." }, { "path": "$.ranked_creators[].youtube_total_display", "observed_types": [ "string" ], "meaning": "Source-formatted audience display for this platform/record. Preserve rounded labels, account scope and original observation dates; not unique people." }, { "path": "$.ranked_creators[].youtube_total_subscribers", "observed_types": [ "number" ], "meaning": "Channel-account subscriptions as recorded; not unique people." }, { "path": "$.ranked_creators[].youtube_verified_date", "observed_types": [ "string" ], "meaning": "Original verification date for the named platform measurement; not the packaging date." } ], "reuse_field_selectors": { "records_path": "ranked_creators", "identity_keys": [ "slug_or_id" ], "edition_date_path": [ "dataset", "snapshot_date" ] } }, { "dataset_id": "tiktok-v1", "source_sha256": "982c4b50c65d3b9bb62e222c5bf81c26b736eb0b3a3e22d60dbe47fb9af6171b", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29/minnesota-tiktok-creators-2026.json", "primary_records_path": "ranked_creators", "record_definition": "One sufficiently verified creator or group in ranked_creators; other research states are separate arrays.", "metric_unit_and_limits": "Displayed followers on one primary TikTok account per creator; not views or unique people.", "reuse_contract": { "unit_and_population": "Followers on one primary official TikTok account; secondary accounts are not added. The existing edition has 11 ranked and 10 partial records. Neither array is a complete census.", "identity": "slug_or_id identifies the existing creator or group in ranked_creators. Channel/account IDs and URLs identify presences, not additional unique people.", "measurement": "rank applies only to the sufficiently verified ranked_creators array. qualifying account/channel arrays define what was counted. Preserve count approximation flags, source units and account-control limits.", "time": "The original audience snapshot and individual *_verified_date fields govern count reuse. A source publication date, October geography supplement and eventual website release date are separate.", "missing_values": "Partially verified, excluded or elsewhere records are separate research states. A known minimum is a floor, not a complete total; null/unresolved is not zero. A verified absence of an eligible account may be zero only where explicitly documented.", "sources_and_geography": "Audience URLs support counts/account control; Minnesota source URLs support geography. The current_geography_supplement is a later review and does not modify the historical audience cohort, ranks or measurements. Non-exclusive bases are explicit; a new comparable edition is required before reranking." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement", "observed_types": [ "object" ], "meaning": "Later current-base review kept separate from the historical audience arrays. It cannot retroactively establish location on an audience-observation date." }, { "path": "$.current_geography_supplement.records", "observed_types": [ "array" ] }, { "path": "$.current_geography_supplement.records[]", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement.records[].effect_on_observed_audience", "observed_types": [ "string" ], "meaning": "Explicit statement of whether this later review changes measured account arrays/ranks; here it does not." }, { "path": "$.current_geography_supplement.records[].eligibility", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.current_geography_supplement.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.current_geography_supplement.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.current_geography_supplement.records[].limitation", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.current_geography_supplement.records[].review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.current_geography_supplement.records[].source_class", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.current_geography_supplement.records[].source_event_date", "observed_types": [ "string" ], "meaning": "Date of a public source event, distinct from publication, measurement and review dates." }, { "path": "$.current_geography_supplement.records[].source_publication_date", "observed_types": [ "null" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.current_geography_supplement.records[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.records[].supporting_source_publication_date", "observed_types": [ "string" ], "meaning": "Publication date of the secondary source, not the date a subject moved or an audience was measured." }, { "path": "$.current_geography_supplement.records[].supporting_source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.candidate_creators_researched", "observed_types": [ "number" ], "meaning": "Count of researched creator candidates; not every creator in Minnesota." }, { "path": "$.dataset.date_published", "observed_types": [ "string" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.dataset.geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.dataset.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.dataset.important_limit", "observed_types": [ "string" ], "meaning": "Material limit on the parent compilation’s coverage or claims; retain with reused results." }, { "path": "$.dataset.measurement", "observed_types": [ "string" ], "meaning": "Description of the metric and accounts admitted; preserve units, dates and limitations." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.original_research_summary", "observed_types": [ "object" ] }, { "path": "$.dataset.original_research_summary.current_minnesota_creators_identified", "observed_types": [ "number" ], "meaning": "Count recorded in the original research summary, not necessarily the final current ranked population." }, { "path": "$.dataset.partially_verified_records", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.dataset.publisher_disclosure", "observed_types": [ "string" ], "meaning": "Ownership/conflict disclosure: Josh publishes the research and is included under its stated rules." }, { "path": "$.dataset.ranked_records", "observed_types": [ "number" ], "meaning": "Number of records in the ranked array, not all researched candidates." }, { "path": "$.dataset.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.dataset.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.excluded_research_records", "observed_types": [ "array" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[]", "observed_types": [ "object" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.excluded_research_records[].reason", "observed_types": [ "string" ], "meaning": "Record-specific reason for exclusion, secondary-account treatment or another stated parent decision." }, { "path": "$.geography_review", "observed_types": [ "object" ] }, { "path": "$.geography_review.audience_snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.geography_review.audience_values_refreshed", "observed_types": [ "boolean" ], "meaning": "Boolean indicating whether audience counters were remeasured during the geography review. False preserves original observations." }, { "path": "$.geography_review.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.geography_review.review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.account_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing account rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.decision_reason", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing decision reason. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.geography_rule", "observed_types": [ "string" ], "meaning": "Published geographic qualification rule for this source." }, { "path": "$.methodology.group_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing group rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.methodology_decision", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing methodology decision. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.rank_metric", "observed_types": [ "string" ], "meaning": "Metric used for this source’s numerical ordering, distinct from fame, engagement or unique reach." }, { "path": "$.methodology.rounding_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing rounding rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.secondary_account_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing secondary account rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.unresolved_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing unresolved rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.minnesota_natives_now_elsewhere", "observed_types": [ "array" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[]", "observed_types": [ "object" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[].current_base", "observed_types": [ "string" ], "meaning": "Source-recorded general creator base, bounded by that record’s date and evidence; not a current private address." }, { "path": "$.minnesota_natives_now_elsewhere[].minnesota_connection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.minnesota_natives_now_elsewhere[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.minnesota_natives_now_elsewhere[].primary_account", "observed_types": [ "string" ], "meaning": "Primary public platform presence as recorded. This may be a string in elsewhere records or an object with child measurements; account existence alone does not establish a complete rank." }, { "path": "$.minnesota_natives_now_elsewhere[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.minnesota_natives_now_elsewhere[].tiktok_display", "observed_types": [ "string" ], "meaning": "Source-formatted audience display for this platform/record. Preserve rounded labels, account scope and original observation dates; not unique people." }, { "path": "$.partially_verified_creators", "observed_types": [ "array" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[]", "observed_types": [ "object" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[].current_geography_status", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.partially_verified_creators[].display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.partially_verified_creators[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.partially_verified_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.partially_verified_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.partially_verified_creators[].geography_review_note", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.partially_verified_creators[].known_verified_accounts", "observed_types": [ "string" ], "meaning": "Number of accounts verified in a partial record; not necessarily the complete qualifying account set." }, { "path": "$.partially_verified_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.partially_verified_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].unresolved", "observed_types": [ "string" ], "meaning": "Specific outstanding verification in a partial record; do not replace with zero or a confident exclusion." }, { "path": "$.partially_verified_creators[].verified_follower_minimum", "observed_types": [ "null", "number" ], "meaning": "Verified lower bound from known qualifying accounts; not the unresolved full audience or unique people." }, { "path": "$.ranked_creators", "observed_types": [ "array" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[]", "observed_types": [ "object" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[].account_count", "observed_types": [ "number" ], "meaning": "Number of qualifying accounts included in this record, not followers or unique people." }, { "path": "$.ranked_creators[].account_notes", "observed_types": [ "string" ], "meaning": "Claim-specific account-control, count or approximation notes; retain alongside reused figures." }, { "path": "$.ranked_creators[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.ranked_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.ranked_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.ranked_creators[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.ranked_creators[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.ranked_creators[].minnesota_location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.ranked_creators[].minnesota_qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.ranked_creators[].minnesota_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.ranked_creators[].minnesota_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.ranked_creators[].minnesota_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the Minnesota qualification; does not automatically support the follower count." }, { "path": "$.ranked_creators[].minnesota_status", "observed_types": [ "string" ], "meaning": "Source cohort status for Minnesota eligibility at the stated review; a later geography supplement is separate." }, { "path": "$.ranked_creators[].minnesota_verified_date", "observed_types": [ "string" ], "meaning": "Date the Minnesota evidence was reviewed, not a source publication date." }, { "path": "$.ranked_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].official_website", "observed_types": [ "null", "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.ranked_creators[].primary_account", "observed_types": [ "object" ], "meaning": "Primary public platform presence as recorded. This may be a string in elsewhere records or an object with child measurements; account existence alone does not establish a complete rank." }, { "path": "$.ranked_creators[].primary_account.approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].primary_account.display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.ranked_creators[].primary_account.followers", "observed_types": [ "number" ], "meaning": "Numerical followers on this account/presence at the recorded observation, not views or unique people. Preserve approximate flag and observation date." }, { "path": "$.ranked_creators[].primary_account.handle", "observed_types": [ "string" ], "meaning": "Public account handle as recorded; not a creator identity key or proof of ownership by itself." }, { "path": "$.ranked_creators[].primary_account.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].qualifying_accounts", "observed_types": [ "array" ], "meaning": "Accounts admitted under the platform-specific primary-account and control rules." }, { "path": "$.ranked_creators[].qualifying_accounts[]", "observed_types": [ "object" ], "meaning": "Accounts admitted under the platform-specific primary-account and control rules." }, { "path": "$.ranked_creators[].qualifying_accounts[].approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].qualifying_accounts[].display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.ranked_creators[].qualifying_accounts[].followers", "observed_types": [ "number" ], "meaning": "Numerical followers on this account/presence at the recorded observation, not views or unique people. Preserve approximate flag and observation date." }, { "path": "$.ranked_creators[].qualifying_accounts[].handle", "observed_types": [ "string" ], "meaning": "Public account handle as recorded; not a creator identity key or proof of ownership by itself." }, { "path": "$.ranked_creators[].qualifying_accounts[].ownership_evidence_type", "observed_types": [ "string" ], "meaning": "Kind of evidence supporting creator control of this account, separate from count or geography evidence." }, { "path": "$.ranked_creators[].qualifying_accounts[].url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].rank", "observed_types": [ "number" ], "meaning": "Position only within this verified platform cohort and observation; not a statewide fame or market-share position." }, { "path": "$.ranked_creators[].slug_or_id", "observed_types": [ "string" ], "meaning": "Creator/group identifier used by this platform dataset; preserve source spelling and group ownership." }, { "path": "$.ranked_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].tiktok_total_approximate", "observed_types": [ "boolean" ], "meaning": "Approximation flag for the named platform count; preserve rather than round again." }, { "path": "$.ranked_creators[].tiktok_total_display", "observed_types": [ "string" ], "meaning": "Source-formatted audience display for this platform/record. Preserve rounded labels, account scope and original observation dates; not unique people." }, { "path": "$.ranked_creators[].tiktok_total_followers", "observed_types": [ "number" ], "meaning": "Platform-account followers as recorded; not unique people or fundraising outcomes." }, { "path": "$.ranked_creators[].tiktok_verified_date", "observed_types": [ "string" ], "meaning": "Original verification date for the named platform measurement; not the packaging date." } ], "reuse_field_selectors": { "records_path": "ranked_creators", "identity_keys": [ "slug_or_id" ], "edition_date_path": [ "dataset", "snapshot_date" ] } }, { "dataset_id": "instagram-v1", "source_sha256": "cf369fc282c875db0503501a49a65d0b90052d2970df1a7dcc0224828311c0b6", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29/minnesota-instagram-creators-2026.json", "primary_records_path": "ranked_creators", "record_definition": "One sufficiently verified creator or group in ranked_creators; other research states are separate arrays.", "metric_unit_and_limits": "Displayed followers on one primary Instagram account per creator; not reach or unique people.", "reuse_contract": { "unit_and_population": "Followers on one primary official Instagram account; secondary accounts are not added. The existing edition has 12 ranked and 8 partial records. Neither array is a complete census.", "identity": "slug_or_id identifies the existing creator or group in ranked_creators. Channel/account IDs and URLs identify presences, not additional unique people.", "measurement": "rank applies only to the sufficiently verified ranked_creators array. qualifying account/channel arrays define what was counted. Preserve count approximation flags, source units and account-control limits.", "time": "The original audience snapshot and individual *_verified_date fields govern count reuse. A source publication date, October geography supplement and eventual website release date are separate.", "missing_values": "Partially verified, excluded or elsewhere records are separate research states. A known minimum is a floor, not a complete total; null/unresolved is not zero. A verified absence of an eligible account may be zero only where explicitly documented.", "sources_and_geography": "Audience URLs support counts/account control; Minnesota source URLs support geography. The current_geography_supplement is a later review and does not modify the historical audience cohort, ranks or measurements. Non-exclusive bases are explicit; a new comparable edition is required before reranking." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement", "observed_types": [ "object" ], "meaning": "Later current-base review kept separate from the historical audience arrays. It cannot retroactively establish location on an audience-observation date." }, { "path": "$.current_geography_supplement.records", "observed_types": [ "array" ] }, { "path": "$.current_geography_supplement.records[]", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement.records[].effect_on_observed_audience", "observed_types": [ "string" ], "meaning": "Explicit statement of whether this later review changes measured account arrays/ranks; here it does not." }, { "path": "$.current_geography_supplement.records[].eligibility", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.current_geography_supplement.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.current_geography_supplement.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.current_geography_supplement.records[].limitation", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.current_geography_supplement.records[].review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.current_geography_supplement.records[].source_class", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.current_geography_supplement.records[].source_event_date", "observed_types": [ "string" ], "meaning": "Date of a public source event, distinct from publication, measurement and review dates." }, { "path": "$.current_geography_supplement.records[].source_publication_date", "observed_types": [ "null" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.current_geography_supplement.records[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.records[].supporting_source_publication_date", "observed_types": [ "string" ], "meaning": "Publication date of the secondary source, not the date a subject moved or an audience was measured." }, { "path": "$.current_geography_supplement.records[].supporting_source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.candidate_count", "observed_types": [ "number" ], "meaning": "Count of researched candidates, not a census or denominator for all creators." }, { "path": "$.dataset.excluded_research_count", "observed_types": [ "number" ], "meaning": "Count excluded from this source comparison under its evidence/eligibility rules." }, { "path": "$.dataset.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.dataset.last_updated", "observed_types": [ "string" ], "meaning": "Material source-record update date as stored; not automatically the packaging or release date." }, { "path": "$.dataset.limitations", "observed_types": [ "array" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.dataset.limitations[]", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.dataset.minnesota_linked_elsewhere_count", "observed_types": [ "number" ], "meaning": "Count of researched Minnesota-linked entities outside the current-base cohort." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.original_research_summary", "observed_types": [ "object" ] }, { "path": "$.dataset.original_research_summary.currently_minnesota_based_count", "observed_types": [ "number" ], "meaning": "Count recorded in the original research summary; compare with the actual final arrays and edition." }, { "path": "$.dataset.partially_verified_count", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.dataset.public_claim", "observed_types": [ "string" ], "meaning": "Bounded public conclusion supported by this source’s stated metric, population and observation date." }, { "path": "$.dataset.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.dataset.ranked_count", "observed_types": [ "number" ], "meaning": "Number of records in the ranked array, not all researched candidates." }, { "path": "$.dataset.route", "observed_types": [ "string" ], "meaning": "Existing canonical website path for this source owner; not a new identity or a data-file URL." }, { "path": "$.dataset.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.excluded_research_records", "observed_types": [ "array" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[]", "observed_types": [ "object" ], "meaning": "Research notes excluded under the stated eligibility or evidence rules; not ranked data." }, { "path": "$.excluded_research_records[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.excluded_research_records[].reason", "observed_types": [ "string" ], "meaning": "Record-specific reason for exclusion, secondary-account treatment or another stated parent decision." }, { "path": "$.excluded_research_records[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.excluded_research_records[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.geography_review", "observed_types": [ "object" ] }, { "path": "$.geography_review.audience_snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.geography_review.audience_values_refreshed", "observed_types": [ "boolean" ], "meaning": "Boolean indicating whether audience counters were remeasured during the geography review. False preserves original observations." }, { "path": "$.geography_review.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.geography_review.review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.account_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing account rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.decision_reason", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing decision reason. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.geography_rule", "observed_types": [ "string" ], "meaning": "Published geographic qualification rule for this source." }, { "path": "$.methodology.group_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing group rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.methodology_decision", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing methodology decision. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.option_a", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing option a. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.option_b", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing option b. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.rank_metric", "observed_types": [ "string" ], "meaning": "Metric used for this source’s numerical ordering, distinct from fame, engagement or unique reach." }, { "path": "$.methodology.rounding_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing rounding rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.secondary_account_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing secondary account rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.shared_account_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing shared account rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.unresolved_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing unresolved rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.minnesota_natives_now_elsewhere", "observed_types": [ "array" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[]", "observed_types": [ "object" ], "meaning": "Origin-linked records outside the current-base cohort in this historical source; read the recorded evidence and later review separately." }, { "path": "$.minnesota_natives_now_elsewhere[].current_base", "observed_types": [ "string" ], "meaning": "Source-recorded general creator base, bounded by that record’s date and evidence; not a current private address." }, { "path": "$.minnesota_natives_now_elsewhere[].instagram_account", "observed_types": [ "string" ], "meaning": "Recorded public Instagram presence in the parent research record; eligibility and observation limits remain separate." }, { "path": "$.minnesota_natives_now_elsewhere[].instagram_followers_display", "observed_types": [ "string" ], "meaning": "Source-formatted audience display for this platform/record. Preserve rounded labels, account scope and original observation dates; not unique people." }, { "path": "$.minnesota_natives_now_elsewhere[].minnesota_connection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.minnesota_natives_now_elsewhere[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.minnesota_natives_now_elsewhere[].reason_not_ranked", "observed_types": [ "string" ], "meaning": "Explicit unresolved/eligibility reason the record is outside the ranked cohort." }, { "path": "$.minnesota_natives_now_elsewhere[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.minnesota_natives_now_elsewhere[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators", "observed_types": [ "array" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[]", "observed_types": [ "object" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[].account_url", "observed_types": [ "string" ], "meaning": "Public account URL for the stated record; not by itself ownership, geography or numerical-count verification." }, { "path": "$.partially_verified_creators[].current_geography_status", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.partially_verified_creators[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.partially_verified_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.partially_verified_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.partially_verified_creators[].geography_review_note", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.partially_verified_creators[].known_account", "observed_types": [ "string" ], "meaning": "Known public account in a partial record; unresolved information prevents full comparison." }, { "path": "$.partially_verified_creators[].known_follower_figure", "observed_types": [ "string" ], "meaning": "Recorded known follower figure in the partial research record; inspect its text/date/source limits before numerical use." }, { "path": "$.partially_verified_creators[].minnesota_connection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.partially_verified_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.partially_verified_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.partially_verified_creators[].what_remains_unresolved", "observed_types": [ "string" ], "meaning": "Specific outstanding verification in a partial record; do not infer a complete total/rank." }, { "path": "$.ranked_creators", "observed_types": [ "array" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[]", "observed_types": [ "object" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[].account_notes", "observed_types": [ "string" ], "meaning": "Claim-specific account-control, count or approximation notes; retain alongside reused figures." }, { "path": "$.ranked_creators[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.ranked_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.ranked_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.ranked_creators[].instagram_approximate", "observed_types": [ "boolean" ], "meaning": "Approximation flag for the named platform count; preserve rather than round again." }, { "path": "$.ranked_creators[].instagram_display", "observed_types": [ "string" ], "meaning": "Source-formatted audience display for this platform/record. Preserve rounded labels, account scope and original observation dates; not unique people." }, { "path": "$.ranked_creators[].instagram_followers", "observed_types": [ "number" ], "meaning": "Platform-account followers as recorded; not unique people or fundraising outcomes." }, { "path": "$.ranked_creators[].instagram_verified_date", "observed_types": [ "string" ], "meaning": "Original verification date for the named platform measurement; not the packaging date." }, { "path": "$.ranked_creators[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.ranked_creators[].minnesota_location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.ranked_creators[].minnesota_qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.ranked_creators[].minnesota_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.ranked_creators[].minnesota_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.ranked_creators[].minnesota_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the Minnesota qualification; does not automatically support the follower count." }, { "path": "$.ranked_creators[].minnesota_status", "observed_types": [ "string" ], "meaning": "Source cohort status for Minnesota eligibility at the stated review; a later geography supplement is separate." }, { "path": "$.ranked_creators[].minnesota_verified_date", "observed_types": [ "string" ], "meaning": "Date the Minnesota evidence was reviewed, not a source publication date." }, { "path": "$.ranked_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].official_website", "observed_types": [ "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.ranked_creators[].primary_account", "observed_types": [ "object" ], "meaning": "Primary public platform presence as recorded. This may be a string in elsewhere records or an object with child measurements; account existence alone does not establish a complete rank." }, { "path": "$.ranked_creators[].primary_account.approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].primary_account.display", "observed_types": [ "string" ], "meaning": "Original human-readable platform count label; rounded/abbreviated text is not an exact integer." }, { "path": "$.ranked_creators[].primary_account.followers", "observed_types": [ "number" ], "meaning": "Numerical followers on this account/presence at the recorded observation, not views or unique people. Preserve approximate flag and observation date." }, { "path": "$.ranked_creators[].primary_account.handle", "observed_types": [ "string" ], "meaning": "Public account handle as recorded; not a creator identity key or proof of ownership by itself." }, { "path": "$.ranked_creators[].primary_account.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].rank", "observed_types": [ "number" ], "meaning": "Position only within this verified platform cohort and observation; not a statewide fame or market-share position." }, { "path": "$.ranked_creators[].secondary_accounts_reviewed", "observed_types": [ "array" ] }, { "path": "$.ranked_creators[].slug_or_id", "observed_types": [ "string" ], "meaning": "Creator/group identifier used by this platform dataset; preserve source spelling and group ownership." }, { "path": "$.ranked_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." } ], "reuse_field_selectors": { "records_path": "ranked_creators", "identity_keys": [ "slug_or_id" ], "edition_date_path": [ "dataset", "snapshot_date" ] } }, { "dataset_id": "facebook-v1", "source_sha256": "6055b7b6a45f8086ae31d4154e3dd93f0c1f06bf2b6fea0e4b138f2f1a5ea7f3", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29/minnesota-facebook-creators-2026.json", "primary_records_path": "ranked_creators", "record_definition": "One sufficiently verified creator or group in ranked_creators; other research states are separate arrays.", "metric_unit_and_limits": "Public followers on one primary Facebook presence; exclude likes, friends, group membership, views and reach.", "reuse_contract": { "unit_and_population": "Followers on one primary creator Facebook presence; not likes, friends, group members, views or reach. The existing edition has 17 ranked and 10 partial records. Neither array is a complete census.", "identity": "slug_or_id identifies the existing creator or group in ranked_creators. Channel/account IDs and URLs identify presences, not additional unique people.", "measurement": "rank applies only to the sufficiently verified ranked_creators array. qualifying account/channel arrays define what was counted. Preserve count approximation flags, source units and account-control limits.", "time": "The original audience snapshot and individual *_verified_date fields govern count reuse. A source publication date, October geography supplement and eventual website release date are separate.", "missing_values": "Partially verified, excluded or elsewhere records are separate research states. A known minimum is a floor, not a complete total; null/unresolved is not zero. A verified absence of an eligible account may be zero only where explicitly documented.", "sources_and_geography": "Audience URLs support counts/account control; Minnesota source URLs support geography. The current_geography_supplement is a later review and does not modify the historical audience cohort, ranks or measurements. Non-exclusive bases are explicit; a new comparable edition is required before reranking." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement", "observed_types": [ "object" ], "meaning": "Later current-base review kept separate from the historical audience arrays. It cannot retroactively establish location on an audience-observation date." }, { "path": "$.current_geography_supplement.records", "observed_types": [ "array" ] }, { "path": "$.current_geography_supplement.records[]", "observed_types": [ "object" ] }, { "path": "$.current_geography_supplement.records[].effect_on_observed_audience", "observed_types": [ "string" ], "meaning": "Explicit statement of whether this later review changes measured account arrays/ranks; here it does not." }, { "path": "$.current_geography_supplement.records[].eligibility", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.current_geography_supplement.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.current_geography_supplement.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.current_geography_supplement.records[].limitation", "observed_types": [ "string" ], "meaning": "Material constraints on interpretation or coverage, which remain attached to reused results." }, { "path": "$.current_geography_supplement.records[].review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.current_geography_supplement.records[].source_class", "observed_types": [ "string" ], "meaning": "Provenance category; organizer, participant, institutional, first-party and independent sources have different scopes." }, { "path": "$.current_geography_supplement.records[].source_event_date", "observed_types": [ "string" ], "meaning": "Date of a public source event, distinct from publication, measurement and review dates." }, { "path": "$.current_geography_supplement.records[].source_publication_date", "observed_types": [ "null" ], "meaning": "Publication date established for this source; null means unknown rather than the review date." }, { "path": "$.current_geography_supplement.records[].source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.records[].supporting_source_publication_date", "observed_types": [ "string" ], "meaning": "Publication date of the secondary source, not the date a subject moved or an audience was measured." }, { "path": "$.current_geography_supplement.records[].supporting_source_url", "observed_types": [ "string" ], "meaning": "Public source URL for the stated claim; not proof of every statement in a record." }, { "path": "$.current_geography_supplement.scope", "observed_types": [ "string" ], "meaning": "Population/claim boundary for the parent object; read before combining or extrapolating records." }, { "path": "$.dataset_name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.geography_review", "observed_types": [ "object" ] }, { "path": "$.geography_review.audience_snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.geography_review.audience_values_refreshed", "observed_types": [ "boolean" ], "meaning": "Boolean indicating whether audience counters were remeasured during the geography review. False preserves original observations." }, { "path": "$.geography_review.note", "observed_types": [ "string" ], "meaning": "Record-specific explanation. Null means no extra annotation recorded, not zero or independent verification." }, { "path": "$.geography_review.review_date", "observed_types": [ "string" ], "meaning": "Date of this targeted editorial/source review, not a platform observation or a new event." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.eligible_presence_types", "observed_types": [ "array" ], "meaning": "Facebook presence types eligible under this method; not the count of accounts included." }, { "path": "$.methodology.eligible_presence_types[]", "observed_types": [ "string" ], "meaning": "Facebook presence types eligible under this method; not the count of accounts included." }, { "path": "$.methodology.excluded_metrics", "observed_types": [ "array" ], "meaning": "Facebook statistics deliberately excluded from the follower comparison; not additional follower quantities." }, { "path": "$.methodology.excluded_metrics[]", "observed_types": [ "string" ], "meaning": "Facebook statistics deliberately excluded from the follower comparison; not additional follower quantities." }, { "path": "$.methodology.geography_rule", "observed_types": [ "string" ], "meaning": "Published geographic qualification rule for this source." }, { "path": "$.methodology.group_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing group rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.metric", "observed_types": [ "string" ], "meaning": "Metric definition within the parent method, retaining account/people distinction." }, { "path": "$.methodology.ranking_unit", "observed_types": [ "string" ], "meaning": "Entity/account unit admitted to the ranking; group ownership rules remain explicit." }, { "path": "$.methodology.rounding_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing rounding rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.methodology.unresolved_rule", "observed_types": [ "string" ], "meaning": "Published rule or decision text governing unresolved rule. Interpret observations using this parent methodology; this is not a new measured result." }, { "path": "$.minnesota_linked_now_elsewhere", "observed_types": [ "array" ], "meaning": "Minnesota-linked records outside the current-base cohort; not proof of an exact private residence." }, { "path": "$.minnesota_linked_now_elsewhere[]", "observed_types": [ "object" ], "meaning": "Minnesota-linked records outside the current-base cohort; not proof of an exact private residence." }, { "path": "$.minnesota_linked_now_elsewhere[].current_base", "observed_types": [ "string" ], "meaning": "Source-recorded general creator base, bounded by that record’s date and evidence; not a current private address." }, { "path": "$.minnesota_linked_now_elsewhere[].facebook_followers", "observed_types": [ "number" ], "meaning": "Platform-account followers as recorded; not unique people or fundraising outcomes." }, { "path": "$.minnesota_linked_now_elsewhere[].facebook_presence", "observed_types": [ "string" ], "meaning": "Recorded public Facebook presence for the parent research record; not personal access or complete eligibility." }, { "path": "$.minnesota_linked_now_elsewhere[].minnesota_connection", "observed_types": [ "string" ], "meaning": "Attributed Minnesota relationship statement, whose type/time/source must be retained." }, { "path": "$.minnesota_linked_now_elsewhere[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.minnesota_linked_now_elsewhere[].ranking_treatment", "observed_types": [ "string" ], "meaning": "How this source handles the record’s ranking eligibility; not a later geography decision." }, { "path": "$.minnesota_linked_now_elsewhere[].verified_date", "observed_types": [ "string" ], "meaning": "Date evidence was reviewed in this source record; not necessarily source publication or event date." }, { "path": "$.partially_verified_creators", "observed_types": [ "array" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[]", "observed_types": [ "object" ], "meaning": "Research records with unresolved qualifying information; excluded from ordinal comparison rather than treated as zero." }, { "path": "$.partially_verified_creators[].current_geography_status", "observed_types": [ "string" ], "meaning": "Documented qualification decision within the stated scope, not proof of exclusive residence or a complete audience rank." }, { "path": "$.partially_verified_creators[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.partially_verified_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.partially_verified_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.partially_verified_creators[].geography_review_note", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.partially_verified_creators[].known_facebook_presence", "observed_types": [ "null", "string" ], "meaning": "Known public Facebook presence in a partial record; unresolved count/ownership/geography remains explicit." }, { "path": "$.partially_verified_creators[].known_follower_figure", "observed_types": [ "null", "number" ], "meaning": "Recorded known follower figure in the partial research record; inspect its text/date/source limits before numerical use." }, { "path": "$.partially_verified_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.partially_verified_creators[].what_remains_unresolved", "observed_types": [ "string" ], "meaning": "Specific outstanding verification in a partial record; do not infer a complete total/rank." }, { "path": "$.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.publisher_disclosure", "observed_types": [ "string" ], "meaning": "Ownership/conflict disclosure: Josh publishes the research and is included under its stated rules." }, { "path": "$.ranked_creators", "observed_types": [ "array" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[]", "observed_types": [ "object" ], "meaning": "Sufficiently verified creator records in this edition’s numerical comparison, not every Minnesota creator." }, { "path": "$.ranked_creators[].account_notes", "observed_types": [ "string" ], "meaning": "Claim-specific account-control, count or approximation notes; retain alongside reused figures." }, { "path": "$.ranked_creators[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.ranked_creators[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.ranked_creators[].facebook_approximate", "observed_types": [ "boolean" ], "meaning": "Approximation flag for the named platform count; preserve rather than round again." }, { "path": "$.ranked_creators[].facebook_followers", "observed_types": [ "number" ], "meaning": "Platform-account followers as recorded; not unique people or fundraising outcomes." }, { "path": "$.ranked_creators[].facebook_verified_date", "observed_types": [ "string" ], "meaning": "Original verification date for the named platform measurement; not the packaging date." }, { "path": "$.ranked_creators[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.ranked_creators[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.ranked_creators[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.ranked_creators[].minnesota_location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.ranked_creators[].minnesota_qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.ranked_creators[].minnesota_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.ranked_creators[].minnesota_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.ranked_creators[].minnesota_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the Minnesota qualification; does not automatically support the follower count." }, { "path": "$.ranked_creators[].minnesota_status", "observed_types": [ "string" ], "meaning": "Source cohort status for Minnesota eligibility at the stated review; a later geography supplement is separate." }, { "path": "$.ranked_creators[].minnesota_verified_date", "observed_types": [ "string" ], "meaning": "Date the Minnesota evidence was reviewed, not a source publication date." }, { "path": "$.ranked_creators[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].official_website", "observed_types": [ "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.ranked_creators[].primary_presence", "observed_types": [ "object" ] }, { "path": "$.ranked_creators[].primary_presence.approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].primary_presence.followers", "observed_types": [ "number" ], "meaning": "Numerical followers on this account/presence at the recorded observation, not views or unique people. Preserve approximate flag and observation date." }, { "path": "$.ranked_creators[].primary_presence.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].primary_presence.type", "observed_types": [ "string" ], "meaning": "Parent-specific presence, identity or relationship type. Read its path; a Facebook page type is not a Person occupation." }, { "path": "$.ranked_creators[].primary_presence.url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].rank", "observed_types": [ "number" ], "meaning": "Position only within this verified platform cohort and observation; not a statewide fame or market-share position." }, { "path": "$.ranked_creators[].secondary_presences_reviewed", "observed_types": [ "array" ] }, { "path": "$.ranked_creators[].secondary_presences_reviewed[]", "observed_types": [ "object" ] }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].approximate", "observed_types": [ "boolean" ], "meaning": "True when the source count is rounded; false only for the reproducible exact public count recorded." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].followers", "observed_types": [ "number" ], "meaning": "Numerical followers on this account/presence at the recorded observation, not views or unique people. Preserve approximate flag and observation date." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].included_in_ranking", "observed_types": [ "boolean" ], "meaning": "Whether the parent secondary presence contributes to the published total. False prevents double counting." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].reason", "observed_types": [ "string" ], "meaning": "Record-specific reason for exclusion, secondary-account treatment or another stated parent decision." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].relationship", "observed_types": [ "string" ], "meaning": "Explicit relationship in the parent context, such as account ownership or directory subset; not a new personal affiliation." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].type", "observed_types": [ "string" ], "meaning": "Parent-specific presence, identity or relationship type. Read its path; a Facebook page type is not a Person occupation." }, { "path": "$.ranked_creators[].secondary_presences_reviewed[].url", "observed_types": [ "string" ], "meaning": "Public reference/presence URL within its parent record; its evidentiary role follows that parent context." }, { "path": "$.ranked_creators[].slug_or_id", "observed_types": [ "string" ], "meaning": "Creator/group identifier used by this platform dataset; preserve source spelling and group ownership." }, { "path": "$.ranked_creators[].source_urls", "observed_types": [ "array" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.ranked_creators[].source_urls[]", "observed_types": [ "string" ], "meaning": "Public references supporting specified claims; check notes to separate audience, identity and geography scope." }, { "path": "$.research_summary", "observed_types": [ "object" ] }, { "path": "$.research_summary.candidates_researched", "observed_types": [ "number" ], "meaning": "Count of researched candidates under the recorded process; not population coverage." }, { "path": "$.research_summary.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.research_summary.original_research_summary", "observed_types": [ "object" ] }, { "path": "$.research_summary.original_research_summary.current_minnesota_creator_entities_identified", "observed_types": [ "number" ], "meaning": "Count of identified entities in the original research summary; not audience or a census." }, { "path": "$.research_summary.partially_verified_records", "observed_types": [ "number" ], "meaning": "Count of partial research records, excluded from ordinal ranking rather than zero." }, { "path": "$.research_summary.ranked_records", "observed_types": [ "number" ], "meaning": "Number of records in the ranked array, not all researched candidates." }, { "path": "$.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." } ], "reuse_field_selectors": { "records_path": "ranked_creators", "identity_keys": [ "slug_or_id" ], "edition_date_path": [ "snapshot_date" ] } }, { "dataset_id": "twin-cities-directory-v1", "source_sha256": "eb49a6c02ca80b02e405968e55250701626d0474879805659f04051f9979e2b8", "fixed_data_url": "https://joshliljenquist.com/data/minnesota-editions/reference-2026-10-29-reliability/minneapolis-twin-cities-creators-2026.json", "primary_records_path": "records", "record_definition": "One current creator entity per entry; 31 IDs are an exact subset of the 47-entity statewide directory.", "metric_unit_and_limits": "No audience ranking; do not sum its records with statewide records.", "reuse_contract": { "unit_and_population": "One creator entity per records entry; 31 exact entity IDs are a subset of the reviewed statewide directory. Do not add the two directory counts.", "identity": "entity_id is shared with the statewide directory; a creator group remains one Organization record.", "measurement": "This is a geography directory, not an audience rank. dataset.geographic_counts and category_counts are counts of directory records, not people reached.", "time": "Keep record-level geography review dates. The October 29 targeted review does not refresh every creator’s location; a source event date is not its publication date.", "missing_values": "core4_* null means unresolved/unavailable comparison data. official_website null means no verified website recorded. source_date null means the publication date is unknown.", "sources_and_geography": "City evidence is not interchangeable with metro-only evidence. Non-exclusive creator/professional bases qualify only with explicit source context. No private address, inferred neighborhood or current physical-presence claim is published." }, "fields": [ { "path": "$", "observed_types": [ "object" ] }, { "path": "$.dataset", "observed_types": [ "object" ], "meaning": "Dataset title or descriptor in this source; not an entity identifier. Object-shaped dataset metadata is documented through its child fields." }, { "path": "$.dataset.category_counts", "observed_types": [ "object" ], "meaning": "Counts of records in editorial subject categories; not a universal measure of industry size." }, { "path": "$.dataset.category_counts.Animals + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Art + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Business + lifestyle", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Commentary + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Community + culture", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Community + philanthropy", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Construction + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.DIY + woodworking", "observed_types": [ "number" ], "meaning": "Public source-specific field; preserve its exact meaning, unit and date precision." }, { "path": "$.dataset.category_counts.Education + making", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Family + advocacy", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Family + comedy", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Fashion + design", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Fitness + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food + culture", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food + local discovery", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food + media", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food + travel", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Food + wellness", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Gaming + media", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.History + local culture", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Law + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Music + education", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Photography + art", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Technology + education", "observed_types": [ "number" ], "meaning": "Public source-specific field; preserve its exact meaning, unit and date precision." }, { "path": "$.dataset.category_counts.Technology + making", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.category_counts.Travel + local discovery", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.data_url", "observed_types": [ "string" ], "meaning": "Current machine-readable resource URL; its contents may change, so cite a fixed edition for reproducibility." }, { "path": "$.dataset.dataset_id", "observed_types": [ "string" ], "meaning": "Dataset identifier within the catalog; not a creator/person ID." }, { "path": "$.dataset.description", "observed_types": [ "string" ], "meaning": "Human-readable description of its parent record or method; preserve any qualifying limits." }, { "path": "$.dataset.geographic_counts", "observed_types": [ "object" ], "meaning": "Counts of entity records grouped by supported geography; not unique viewers or a statewide population estimate." }, { "path": "$.dataset.geographic_counts.minneapolis", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.geographic_counts.st_paul", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.geographic_counts.twin_cities_metro", "observed_types": [ "number" ], "meaning": "Number of entities with this recorded label in the current directory edition, not statewide population or audience." }, { "path": "$.dataset.geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.dataset.geography_review_scope", "observed_types": [ "string" ], "meaning": "Which geography records were reviewed; do not infer that all records were freshly verified." }, { "path": "$.dataset.last_updated", "observed_types": [ "string" ], "meaning": "Material source-record update date as stored; not automatically the packaging or release date." }, { "path": "$.dataset.methodology_version", "observed_types": [ "string" ], "meaning": "Named rule-set version, distinct from a download edition and observation date." }, { "path": "$.dataset.name", "observed_types": [ "string" ], "meaning": "Display title/name in its parent context, not a universal join key." }, { "path": "$.dataset.original_snapshot_date", "observed_types": [ "string" ], "meaning": "Original directory seed snapshot before this current membership compilation; not a new observation date for audience figures." }, { "path": "$.dataset.page_url", "observed_types": [ "string" ], "meaning": "Canonical HTML owner for this dataset; not a separate identity profile." }, { "path": "$.dataset.publisher", "observed_types": [ "string" ], "meaning": "Publisher responsible for the compilation or cited source, according to the parent context; hosting is not endorsement." }, { "path": "$.dataset.publisher_person_id", "observed_types": [ "string" ], "meaning": "Canonical identifier for the website’s publisher/creator, not an external institution." }, { "path": "$.dataset.ranking_decision", "observed_types": [ "string" ], "meaning": "Explanation of whether a ranking is justified for this resource. A withheld ranking is not zero audience." }, { "path": "$.dataset.ranking_published", "observed_types": [ "boolean" ], "meaning": "Whether this resource publishes an ordinal audience ranking; false is not an absent/zero audience." }, { "path": "$.dataset.record_count", "observed_types": [ "number" ], "meaning": "Declared number of records for the identified array/cohort; inspect its primary array and edition rather than assuming all research states are ranked." }, { "path": "$.dataset.snapshot_date", "observed_types": [ "string" ], "meaning": "Original source snapshot date; a later geography/documentation review does not refresh audience data." }, { "path": "$.methodology", "observed_types": [ "object" ] }, { "path": "$.methodology.current_connection_rule", "observed_types": [ "string" ], "meaning": "Evidence rule for a current creator/professional Minnesota relationship, including explicit non-exclusive bases." }, { "path": "$.methodology.exclusions", "observed_types": [ "array" ], "meaning": "Explicit reasons or categories excluded from the stated resource." }, { "path": "$.methodology.exclusions[]", "observed_types": [ "string" ], "meaning": "Explicit reasons or categories excluded from the stated resource." }, { "path": "$.methodology.geographic_scope_values", "observed_types": [ "array" ], "meaning": "Allowed public geographic group labels; state-level unresolved city does not mean Greater Minnesota." }, { "path": "$.methodology.geographic_scope_values[]", "observed_types": [ "string" ], "meaning": "Allowed public geographic group labels; state-level unresolved city does not mean Greater Minnesota." }, { "path": "$.methodology.primary_cohort", "observed_types": [ "string" ], "meaning": "Population admitted under the published rules for this comparison, explicitly bounded by verification coverage." }, { "path": "$.methodology.privacy", "observed_types": [ "string" ], "meaning": "Public geographic granularity and privacy limits; no authorization to infer private locations." }, { "path": "$.methodology.qualifying_geography", "observed_types": [ "array" ], "meaning": "Accepted geographic relationship classifications for this source, not a list of people or exact addresses." }, { "path": "$.methodology.qualifying_geography[]", "observed_types": [ "string" ], "meaning": "Accepted geographic relationship classifications for this source, not a list of people or exact addresses." }, { "path": "$.records", "observed_types": [ "array" ] }, { "path": "$.records[]", "observed_types": [ "object" ] }, { "path": "$.records[].aliases", "observed_types": [ "array" ] }, { "path": "$.records[].aliases[]", "observed_types": [ "string" ], "meaning": "Public source metadata; preserve its source-specific meaning and precision." }, { "path": "$.records[].category", "observed_types": [ "string" ], "meaning": "Editorial subject grouping; not a merit rating, award or fame rank." }, { "path": "$.records[].core4_approximate", "observed_types": [ "boolean", "null" ], "meaning": "Whether the optional Core 4 total is approximate; null means no resolved total/flag." }, { "path": "$.records[].core4_dataset_url", "observed_types": [ "null", "string" ], "meaning": "Reference to the separate Core 4 dataset; null means no resolved cross-reference." }, { "path": "$.records[].core4_record_available", "observed_types": [ "boolean" ], "meaning": "Whether a cross-referenced Core 4 record exists; not proof that every platform is complete." }, { "path": "$.records[].core4_total", "observed_types": [ "null", "number" ], "meaning": "Optional Core 4 comparison total in recorded units; null is unavailable/unresolved, not zero." }, { "path": "$.records[].dataset_memberships", "observed_types": [ "array" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].dataset_memberships[]", "observed_types": [ "string" ], "meaning": "References to datasets in which the established entity is included; overlapping memberships cannot be added as unique people." }, { "path": "$.records[].display_name", "observed_types": [ "string" ], "meaning": "Public display name; aliases do not establish a new entity." }, { "path": "$.records[].entity_id", "observed_types": [ "string" ], "meaning": "Established identity key in this dataset namespace; join only documented exact IDs." }, { "path": "$.records[].entity_type", "observed_types": [ "string" ], "meaning": "Person or Organization in geography-hardened records; legacy source vocabularies are preserved. A group is counted once." }, { "path": "$.records[].geographic_scope", "observed_types": [ "string" ], "meaning": "Public city, metro, region or state grouping. Do not infer a private address or turn state-level uncertainty into a precise location." }, { "path": "$.records[].geography_basis", "observed_types": [ "string" ], "meaning": "Explicit geographic interpretation, including a documented non-exclusive creator base where applicable." }, { "path": "$.records[].geography_review_date", "observed_types": [ "string" ], "meaning": "Date of a geography review, whose scope must be read in geography_review_scope or record notes; not a follower observation." }, { "path": "$.records[].geography_review_limitation", "observed_types": [ "string" ], "meaning": "Unresolved weakness or age limitation in the existing geography evidence; no fresh verification implied." }, { "path": "$.records[].geography_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.records[].geography_source_date", "observed_types": [ "null", "string" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.records[].geography_source_event_date", "observed_types": [ "string" ], "meaning": "Date of the source event when known; not the publication timestamp of its biography." }, { "path": "$.records[].geography_source_history", "observed_types": [ "array" ], "meaning": "Previously recorded geography provenance retained for auditability; historical evidence is not a fresh current-base assertion." }, { "path": "$.records[].geography_source_history[]", "observed_types": [ "object" ], "meaning": "Previously recorded geography provenance retained for auditability; historical evidence is not a fresh current-base assertion." }, { "path": "$.records[].geography_source_history[].geography_source_class", "observed_types": [ "string" ], "meaning": "Source category supporting the geographic claim; first-party, institutional and independent reporting have different evidentiary scope." }, { "path": "$.records[].geography_source_history[].geography_source_date", "observed_types": [ "null" ], "meaning": "Source publication date when established; null means unknown. It is not the compiler review date." }, { "path": "$.records[].geography_source_history[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.records[].geography_source_history[].geography_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the geography claim, distinct from the audience source." }, { "path": "$.records[].geography_source_history[].geography_verified_date", "observed_types": [ "string" ], "meaning": "Date the geography evidence was reviewed, not a new audience observation." }, { "path": "$.records[].geography_source_history[].qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].geography_source_note", "observed_types": [ "string" ], "meaning": "Claim-specific evidence qualification, attribution and limits; retain when reusing the geography claim." }, { "path": "$.records[].geography_source_url", "observed_types": [ "string" ], "meaning": "Source supporting the geography claim, distinct from the audience source." }, { "path": "$.records[].geography_verified_date", "observed_types": [ "string" ], "meaning": "Date the geography evidence was reviewed, not a new audience observation." }, { "path": "$.records[].known_for", "observed_types": [ "string" ], "meaning": "Concise public work description in this record; not an invented occupation or independent endorsement." }, { "path": "$.records[].last_verified", "observed_types": [ "string" ], "meaning": "Original record verification date as stored. A later targeted geography review does not imply every record field was rechecked." }, { "path": "$.records[].location_general", "observed_types": [ "string" ], "meaning": "Public general location supported by the cited relationship, not a private address." }, { "path": "$.records[].official_profiles", "observed_types": [ "array" ], "meaning": "Recorded official public presence URLs. A URL is not itself verification of every visible account statistic." }, { "path": "$.records[].official_profiles[]", "observed_types": [ "string" ], "meaning": "Recorded official public presence URLs. A URL is not itself verification of every visible account statistic." }, { "path": "$.records[].official_website", "observed_types": [ "null", "string" ], "meaning": "Verified official website in this record; null means none recorded, not that none exists." }, { "path": "$.records[].primary_platforms", "observed_types": [ "array" ], "meaning": "Public platform labels associated with this creator, not an exhaustive account inventory." }, { "path": "$.records[].primary_platforms[]", "observed_types": [ "string" ], "meaning": "Public platform labels associated with this creator, not an exhaustive account inventory." }, { "path": "$.records[].qualification_type", "observed_types": [ "string" ], "meaning": "Relationship established by the geography source: current creator base, professional practice, self-reported residence or another explicit class." }, { "path": "$.records[].supporting_geography_source_urls", "observed_types": [ "array" ], "meaning": "Additional claim-specific public geography references; they do not automatically verify audience values." }, { "path": "$.records[].supporting_geography_source_urls[]", "observed_types": [ "string" ], "meaning": "Additional claim-specific public geography references; they do not automatically verify audience values." } ], "reuse_field_selectors": { "records_path": "records", "identity_keys": [ "entity_id" ], "edition_date_path": [ "dataset", "snapshot_date" ] } } ] }