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Data Sources

Where key PetWisePlus datasets come from, and when they were last refreshed.
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Dataset Provider PetWisePlus Refreshed Provider Updated Status Notes
Affordability resources
affordability_resources
manual Feb 10, 2026, 6:19 PM UTC Unknown OK Curated affordability resources (grants/financing/discount programs).
Condition FAQ/Media Support Content
condition_support_content
curated_templates_plus_references Feb 19, 2026, 11:14 AM UTC Unknown OK Condition FAQ/media support content refreshed for condition detail pages. conditions_scanned=525, created_faq=0, updated_faq=24, created_media=0, skipped_fk_mismatch=517.
Condition Structured Content
condition_structured_content
etl_curated_guideline_refs Feb 19, 2026, 11:15 AM UTC Unknown OK Condition enrichment refreshed. conditions_scanned=525, sections=3150, triage=1052, diagnosis=527, citations=3150, condition_meds=2.
Daily Catalog ETL Pipeline
daily_catalog_etl_pipeline
celery-beat Feb 14, 2026, 11:00 AM UTC Unknown OK Daily ETL complete. store_products=38, vaccines=18, guides=8, medications=252 (publishable=236), fda_apps=1053, openfda_cases=1961, med_condition_links=396, med_diagnosis_codes=96, health_faq_rows=26, health_media_rows=19, health_condition_sections=3150, health_condition_citations=3150, health_condition_med_links=303, broken_links=76. Warnings=1.
FDA Animal Drug Product Listing Directory (NDC)
fda_animal_drug_product_listing_directory
FDA Feb 19, 2026, 11:00 AM UTC Unknown OK Downloaded XLS (zipped) and imported package/product NDCs + listing metadata.
FDA Animal Drugs @ FDA (Applications Catalog)
fda_animal_drugs_at_fda_catalog
FDA Feb 19, 2026, 11:00 AM UTC Unknown OK Application/product records imported from Animal Drugs @ FDA advancedSearch endpoint.
FDA Animal Drugs @ FDA (Previews: labels/docs)
fda_animal_drugs_at_fda_previews
FDA Feb 19, 2026, 11:00 AM UTC Unknown OK Preview payloads cached from FDA retrievePreviewBean + SPL link metadata.
Health Daily ETL Pipeline
health_daily_etl_pipeline
manual Feb 19, 2026, 11:00 AM UTC Unknown OK Health data pipeline complete. conditions=525 reviewed=490 concepts=511 symptoms=55 sections=3150 citations=3150 triage=1052 faq=26 media=19.
Medication-condition links
medication_condition_links
PetWisePlus Feb 19, 2026, 11:11 AM UTC Unknown OK scanned=252, created=396, updated=0, deleted=396, medication_id=all
Medication Content Enrichment (FDA/openFDA)
medication_content_enrichment_fda
FDA + openFDA Feb 19, 2026, 11:10 AM UTC Unknown OK Enriched medication narrative fields from FDA label highlights and openFDA reaction terms. changed=0.
Medication Content Quality
medication_content_quality
petwiseplus-etl Feb 19, 2026, 11:11 AM UTC Unknown OK Medication content quality normalization complete. changed=0, verified=0, seeded=236, placeholders=16, total=252, manufacturer_backfilled=0, missing_manufacturer=16.
Medication Daily ETL Pipeline
medication_daily_etl_pipeline
celery-beat Feb 19, 2026, 11:00 AM UTC Unknown OK Medication ETL complete. medications=252 (verified=0, placeholder=16), fda_apps=1053, openfda_cases=1993, condition_links=396, diagnosis_codes=96, documents=1614, field_facts=581.
Medication Diagnosis Codes
medication_diagnosis_codes
condition_link_crosswalk Feb 19, 2026, 11:14 AM UTC Unknown OK Backfilled medication diagnosis codes from medication-condition links. scanned=396, created=0, updated=122, skipped_no_map=274.
openFDA Animal/Veterinary Adverse Events (Case Summaries)
openfda_animal_vet_adverse_event_cases
FDA openFDA Feb 19, 2026, 11:10 AM UTC Unknown OK Imported recent openFDA animal/veterinary adverse event reports and linked them to medications by active ingredient.
openFDA Animal/Veterinary Adverse Events (Top Reactions)
openfda_animal_vet_adverse_reactions
FDA openFDA Feb 19, 2026, 11:06 AM UTC Unknown OK Imported openFDA reaction-term counts and mapped them to medication species buckets.
Pet insurance providers
pet_insurance_providers
fixture Feb 10, 2026, 6:55 PM UTC Unknown OK Insurance provider/plan catalog imported from a curated JSON file.
Preventive Care: Guides
preventive_guides
seed Feb 11, 2026, 4:49 AM UTC Unknown OK Imported guides: created=6 updated=2 (dry_run=False)
Preventive Care: Vaccines
preventive_vaccines
seed Feb 11, 2026, 4:49 AM UTC Unknown OK Imported vaccines: created=14 updated=4 (dry_run=False)
Site Link Integrity
site_link_integrity
internal_link_checker Feb 14, 2026, 11:11 AM UTC Unknown OK Link check complete. pages=80, links=7729, broken=76.
Site Link Remediation
site_link_remediation
known_url_rewrite_rules Feb 16, 2026, 12:36 PM UTC Unknown OK Auto-remediation run complete. checked=2, updated=2.
Store Product Catalog
store_product_catalog
seed Feb 11, 2026, 4:47 AM UTC Unknown OK Catalog refreshed from products.json (json). Warnings: 0.

How we rank clinics

Clinic ordering prioritizes urgency context, proximity, and data completeness. Emergency-capable clinics are elevated on emergency paths, while non-pet/human facilities are filtered out.

Rankings are deterministic and tied to the same safety/routing rules used by symptom and intake flows.