Microproduct Data GuideIntermediate

CHR&R 2025 Community Conditions

County Health Rankings 2025 county community-condition measures for building a noncommercial county context comparison.

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At a Glance

Difficulty
Intermediate — some data preparation helps
Size
Tiny · ≤0.01 GB
Formats
JSON, GeoJSON
Access
API
API Key
Not Required
Provider
County Health Rankings & Roadmaps
Updates
Annual
Last Verified
Sep 28, 2026
Source Type
Academic Source
Data Terms
CHR&R permits personal and nonprofit analysis with attribution; commercial use requires prior written consent.
  • Python Syntax Checked

From Source to Product Signal

Test a Product Idea in Four Steps

The official CHR&R 2025 ArcGIS county layer includes community-condition measures used by HouseHunter. Start with one county's attributes; measure periods and coverage differ, so the layer is not a current measurement of every county condition. Nonprofit or personal use only.

1

Check the Setup

  • Python 3.10 or newer
  • An internet connection
  • The requests Python package
2

Access the Data

  1. 1.Read CHR&R's 2025 documentation and noncommercial terms.
  2. 2.Query one county feature from the official 2025 layer.
  3. 3.Check measure definitions and years before comparing counties.
Open Official Source
3

Run the Python Example

Install the packages, then run the notebook cell.

python -m pip install requests

import requests

url = ("https://p3eplmys2rvchkjx.svcs.arcgis.com/"
       "P3ePLMYs2RVChkJx/arcgis/rest/services/"
       "County%20Health%20Rankings%202025/FeatureServer/2/query")
response = requests.get(url, params={"where": "1=1", "outFields": "*",
                                     "resultRecordCount": 1, "f": "json"}, timeout=20)
response.raise_for_status()
row = response.json()["features"][0]["attributes"]
print(row.get("statecode"), row.get("countycode"), len(row))
4

Test a Useful Signal

Compare County Conditions

Inspect the source and vintage of one 2025 county record.

  1. 01Query one county feature and retain its FIPS identifiers.
  2. 02Look up the selected measure's definition and measurement year.
  3. 03Explain that different measure vintages limit direct comparisons.

Related Datasets

Dataset Details

County Health Rankings & Roadmaps is an academic source. Last verified 2026-09-28. Temporal coverage: 2025 annual county release.

Data Types

Geospatial

Geography

United States

Provider

County Health Rankings & Roadmaps

Data Terms

CHR&R permits personal and nonprofit analysis with attribution; commercial use requires prior written consent.

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