Reference Reference tableQC clean AI-training-safe

US Government & Community Facilities (HIFLD Open)

Every US public facility that matters for site-selection, logistics, insurance and civic research in ONE clean, stacked table - the copyleft-free (no OSM/ODbL) substitute for the SafeGraph/ScrapeHero POI packs. DHS's Homeland Infrastructure Foundation-Level Data (HIFLD) Open was the public-domain catalogue of national facility data; the portal was shut down in August 2025 and the whole open corpus preserved by SeerAI on Source Cooperative under CC-BY-4.0. A CURATED set of 11 clearly-public facility layers - fire/EMS stations, hospitals, public & private schools, colleges & universities, local law enforcement, prisons, nursing homes, VA medical facilities and dialysis centres - in one tidy long table: category (the layer), facility name, type, full street address, city, county, state, zip and lat/lon on every row. ~286k facilities across all 50 states + territories. Public buildings only - every contact-person, phone, email and owner column dropped, so no PII.

286K
rows
11
columns
29.5 MB
download
Source
HIFLD
Licence
Redistributable open data
Quality
QC clean · 0 failures
Format
Apache Parquet + dictionary

Safe to train on

Built only from a named, redistributable official source under a documented open licence - not scraped web data. No copyright grey zone, no personal data. Ships machine-readable Croissant metadata (ML Commons - loads in Hugging Face / Kaggle / Google), an AI training-licence manifest documenting source, licence and provenance for your model's data governance, and a machine-readable data dictionary (drop it into an agent / RAG prompt so the model knows every column) - all inspectable before you buy.

What's included

  • ~286k US public facilities across 11 categories - one clean, stacked POI table
  • Fire/EMS, hospitals, public & private schools, colleges, law enforcement, prisons, nursing homes, VA, dialysis
  • Facility name, type, full street address, city, county, state, zip + lat/lon on every row
  • The copyleft-free (no OSM/ODbL) alternative to SafeGraph/ScrapeHero POI packs
  • Public buildings only - all contact-person / phone / email / owner columns dropped (no PII)
  • CC-BY-4.0 (SeerAI HIFLD Archive) + underlying U.S. public domain - free commercial reuse & resale
  • Source: HIFLD Open (U.S. DHS), archived by SeerAI on Source Cooperative

Schema

ColumnTypeDescriptionFilledDistinct
category str Facility layer / category (e.g. Hospital, Public School, Fire / EMS Station) 100.0% 11
facility_id str Stable per-facility id (layer prefix + source OBJECTID) 100.0% 283,364
facility_name str Facility name 100.0% 252,454
facility_type str Facility sub-type / HIFLD TYPE code (where provided) 81.4% 32
address str Street address 100.0% 263,655
city str City 100.0% 31,224
county str County (where provided) 79.1% 2,031
state str US state / territory abbreviation 100.0% 59
zip str 5-digit ZIP code 99.8% 31,114
latitude float Latitude (decimal degrees) 100.0% 284,553
longitude float Longitude (decimal degrees) 100.0% 284,737

Sample & preview

Every purchase ships as Apache Parquet with a data dictionary and the full QC report. A free sample (first rows + schema) is downloadable here - confirm fit before you buy. Source: HIFLD (redistributable open data; attribution passes through - see our Licence).

Don't trust screenshots - drop the sample into your notebook right now.

import pandas as pd
df = pd.read_parquet("us-government-facilities_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel