CDC PLACES county health intelligence (annual)

Name: CDC PLACES county health intelligence (annual)
Creator: CDC PLACES
License: https://www.cdc.gov/places/
Keywords: health, public-health, county, us, annual, signals, rankings

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County-level health intelligence for ~3,000 U.S. counties from CDC PLACES model-based small-area estimates (2025 release): 40 age-adjusted measures across health outcomes, disability, health status, risk behaviors, social needs, and prevention, with documented 0-100 chronic-burden, risk-behavior, and prevention composites, deterministic ranks, and state context. Annual.

Source: CDC PLACES
Rows: 3,143
Columns: 55
Source cadence: Yearly
Last refreshed: Sep 27, 2026
Theme: health

Column	Type	Description
county_fips	string	5-digit county FIPS code (state + county). Primary key.
county_name	string	County name as published by CDC PLACES.
state_abbr	string	Two-letter state abbreviation.
state_name	string	State name.
country_code	string	ISO 3166-1 alpha-3 country code (constant USA).
release	string	PLACES release vintage (2025). A new release is a new snapshot.
measures_reported	integer	Count of the 40 measures with a published age-adjusted value for this county.
teeth_lost_65plus	float	Age-adjusted prevalence (%) of: All teeth lost among adults aged >=65 years. CDC PLACES 2025 release, data year 2022. Model-based small-area estimate, not a direct measurement. (unit: %)
arthritis	float	Age-adjusted prevalence (%) of: Arthritis among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
cancer_nonskin	float	Age-adjusted prevalence (%) of: Cancer (non-skin) or melanoma among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
copd	float	Age-adjusted prevalence (%) of: Chronic obstructive pulmonary disease among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
heart_disease	float	Age-adjusted prevalence (%) of: Coronary heart disease among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
asthma	float	Age-adjusted prevalence (%) of: Current asthma among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
depression	float	Age-adjusted prevalence (%) of: Depression among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
diabetes	float	Age-adjusted prevalence (%) of: Diagnosed diabetes among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
high_blood_pressure	float	Age-adjusted prevalence (%) of: High blood pressure among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
high_cholesterol	float	Age-adjusted prevalence (%) of: High cholesterol among adults who have ever been screened. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
obesity	float	Age-adjusted prevalence (%) of: Obesity among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
stroke	float	Age-adjusted prevalence (%) of: Stroke among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_any	float	Age-adjusted prevalence (%) of: Any disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_cognitive	float	Age-adjusted prevalence (%) of: Cognitive disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_hearing	float	Age-adjusted prevalence (%) of: Hearing disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_independent_living	float	Age-adjusted prevalence (%) of: Independent living disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_mobility	float	Age-adjusted prevalence (%) of: Mobility disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_self_care	float	Age-adjusted prevalence (%) of: Self-care disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
disability_vision	float	Age-adjusted prevalence (%) of: Vision disability among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
health_fair_poor	float	Age-adjusted prevalence (%) of: Fair or poor self-rated health status among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
mental_distress	float	Age-adjusted prevalence (%) of: Frequent mental distress among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
physical_distress	float	Age-adjusted prevalence (%) of: Frequent physical distress among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
binge_drinking	float	Age-adjusted prevalence (%) of: Binge drinking among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
smoking	float	Age-adjusted prevalence (%) of: Current cigarette smoking among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
no_physical_activity	float	Age-adjusted prevalence (%) of: No leisure-time physical activity among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
short_sleep	float	Age-adjusted prevalence (%) of: Short sleep duration among adults. CDC PLACES 2025 release, data year 2022. Model-based small-area estimate, not a direct measurement. (unit: %)
food_insecurity	float	Age-adjusted prevalence (%) of: Food insecurity in the past 12 months among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
housing_insecurity	float	Age-adjusted prevalence (%) of: Housing insecurity in the past 12 months among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
transport_insecurity	float	Age-adjusted prevalence (%) of: Lack of reliable transportation in the past 12 months among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
lack_social_support	float	Age-adjusted prevalence (%) of: Lack of social and emotional support among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
loneliness	float	Age-adjusted prevalence (%) of: Loneliness among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
food_stamps	float	Age-adjusted prevalence (%) of: Received food stamps in the past 12 months among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
utility_shutoff_threat	float	Age-adjusted prevalence (%) of: Utility services shut-off threat in the past 12 months among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
cholesterol_screening	float	Age-adjusted prevalence (%) of: Cholesterol screening among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
colorectal_screening	float	Age-adjusted prevalence (%) of: Colorectal cancer screening among adults aged 45–75 years. CDC PLACES 2025 release, data year 2022. Model-based small-area estimate, not a direct measurement. (unit: %)
uninsured	float	Age-adjusted prevalence (%) of: Current lack of health insurance among adults aged 18-64 years. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
mammography	float	Age-adjusted prevalence (%) of: Mammography use among women aged 50-74 years. CDC PLACES 2025 release, data year 2022. Model-based small-area estimate, not a direct measurement. (unit: %)
bp_medication	float	Age-adjusted prevalence (%) of: Taking medicine to control high blood pressure among adults with high blood pressure. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
dental_visit	float	Age-adjusted prevalence (%) of: Visited dentist or dental clinic in the past year among adults. CDC PLACES 2025 release, data year 2022. Model-based small-area estimate, not a direct measurement. (unit: %)
routine_checkup	float	Age-adjusted prevalence (%) of: Visits to doctor for routine checkup within the past year among adults. CDC PLACES 2025 release, data year 2023. Model-based small-area estimate, not a direct measurement. (unit: %)
chronic_burden_score	float	0-100 composite of the 12 Health Outcomes age-adjusted prevalences (min-max per measure, mean). Higher = heavier chronic-disease burden. Null when fewer than 30 of 40 measures are reported.
chronic_burden_rank	integer	Rank of chronic_burden_score, 1 = heaviest burden (score desc, county_fips asc tie-break).
risk_behavior_score	float	0-100 composite of the 4 Health Risk Behaviors age-adjusted prevalences. Higher = riskier behavior profile. Null when fewer than 30 of 40 measures are reported.
risk_behavior_rank	integer	Rank of risk_behavior_score, 1 = highest risk.
prevention_score	float	0-100 composite of the 7 Prevention age-adjusted measures (uninsured rate inverted). Higher = better preventive-care uptake. Null when fewer than 30 of 40 measures are reported.
prevention_rank	integer	Rank of prevention_score, 1 = best preventive-care uptake.
state_chronic_burden_mean	float	Mean chronic_burden_score across scored counties in the same state.
row_hash	string	Deterministic 16-hex hash of release + county_fips + rounded measure values; identical input hashes identically.

First 10 sample rows — a preview, not the complete dataset.

county_fips	county_name	state_abbr	state_name	country_code	release	measures_reported	teeth_lost_65plus	arthritis	cancer_nonskin	copd	heart_disease	asthma	depression	diabetes	high_blood_pressure	high_cholesterol	obesity	stroke	disability_any	disability_cognitive	disability_hearing	disability_independent_living	disability_mobility	disability_self_care	disability_vision	health_fair_poor	mental_distress	physical_distress	binge_drinking	smoking	no_physical_activity	short_sleep	food_insecurity	housing_insecurity	transport_insecurity	lack_social_support	loneliness	food_stamps	utility_shutoff_threat	cholesterol_screening	colorectal_screening	uninsured	mammography	bp_medication	dental_visit	routine_checkup	chronic_burden_score	chronic_burden_rank	risk_behavior_score	risk_behavior_rank	prevention_score	prevention_rank	state_chronic_burden_mean	row_hash
01001	Autauga	AL	Alabama	USA	2025	40	12	26.3	7	6.4	5.6	10	25.9	11.4	38.2	36.3	39.5	3.2	32.4	15.9	6.9	8.7	13.4	3.6	4.8	20	18	12.8	15.6	14.5	26	37.7	17	13.2	8.9	24.3	33.7	11.6	8.8	85	64.6	9.1	80.7	61.7	61.9	79.4	45.22	1,003	37.9	2,186	78.37	82	52.85	c245e61360ebe39c
01003	Baldwin	AL	Alabama	USA	2025	40	11.4	26.3	7.6	6	5.5	9.4	23.9	10.4	37	35.4	35	2.9	31.4	15.1	7.1	7.8	12.3	3.2	4.3	17.7	16.8	11.9	17.1	13.3	23.7	36.4	14.2	11	7.5	21.9	33.3	9.1	7.2	84.9	62.9	8.8	74.1	59.1	62.4	77.5	41.8	1,360	36.28	2,381	72.43	461	52.85	8189a952edb582e4
01005	Barbour	AL	Alabama	USA	2025	40	27.7	28.9	6.1	9.3	7.4	10.9	22.9	16.5	45.4	36.5	47.1	4.7	42	20.3	8	12.9	20	6.4	8.4	29.9	19.9	16.2	14	20.8	34.5	44.6	32.1	23.2	15.6	31.7	39.8	26.2	16.7	81.7	56.6	14.8	74.8	63.9	45.3	79.3	59.93	96	52.7	220	66.59	1,271	52.85	c6db95192874d029
01007	Bibb	AL	Alabama	USA	2025	40	21.7	28.2	6.9	8.9	7	10.4	25	13.9	42.4	36.7	43.7	4	39.6	19.6	8.4	11.5	17.4	5.1	6.7	26.3	19.9	15.6	15.3	19.9	31.9	41.4	24.3	17.2	12.2	28	37.2	18.7	12	81.5	58.9	13	69.2	61.6	50.2	77.3	55.91	216	49.01	524	64.31	1,592	52.85	7f1873aa3a3d6af7
01009	Blount	AL	Alabama	USA	2025	40	16.8	26.7	7.3	7.6	6.3	9.9	26	11.3	36	35.7	36	3.3	35.8	18	8	9.7	14.5	4	5.3	22.1	18.9	14.3	16.3	16.9	27.7	37.6	17.7	13.1	9.2	24.3	35.8	12.1	8.3	82.4	61.2	12	69.6	58.9	54	77	46.92	856	41.7	1,658	65.21	1,484	52.85	c3c36c68c697f9a8
01011	Bullock	AL	Alabama	USA	2025	40	35.1	30.6	5.2	11.2	8.8	11.5	21.7	21.3	52.4	37.1	51	6.2	47.9	23.2	8.3	16.3	25.1	9	11.9	37.8	21.3	18.5	11.7	24.9	42.7	50.5	44	31.2	21.8	34.4	40.2	40.4	24.1	80.2	53.6	18.2	74.8	66.4	39	80.3	70.94	8	63.75	10	64.09	1,620	52.85	fe32d516aea76ac4
01013	Butler	AL	Alabama	USA	2025	40	22.8	28.7	6.2	8.3	6.7	11.1	23.8	15.2	44.8	36	40.7	4.3	39.3	19.1	7.3	11.9	18.1	5.5	7.3	27	20.2	15.1	13.4	19	35.1	43.6	28.6	21.2	14.1	29.8	39.4	23.5	15.1	83.2	59.4	11.8	76.4	64.7	49	80.1	55	268	49.99	422	72.19	476	52.85	e06dafc3dbe4d783
01015	Calhoun	AL	Alabama	USA	2025	40	17.4	28.1	6.9	7.8	6.4	10.6	25.3	12.9	41.5	35.4	39.1	3.6	37.3	18	7.6	10.5	16.2	4.4	5.9	24.4	19.3	14.6	15.6	17	31	42.8	21.5	15.5	10.8	25.9	37.5	16	10.7	83.4	59.6	11	76.2	61.1	55.8	77.6	50.7	552	48	645	70.09	731	52.85	848e1cb22e9b3a0a
01017	Chambers	AL	Alabama	USA	2025	40	17.9	28.2	6.4	8	6.5	10.9	23.9	14.5	42.8	34.8	41.6	4.1	38.4	18.8	7.3	11.4	17.5	5.2	6.9	25.8	20	14.8	13.5	18.2	32.5	42.6	26.1	19.5	12.9	28.6	37.6	20.3	13.6	83.2	59.4	12.1	76.1	62.6	48.3	78.9	51.87	458	46.82	817	69.74	796	52.85	93144cf32aabe905
01019	Cherokee	AL	Alabama	USA	2025	40	18.1	27.6	7.5	8.2	6.6	10.3	27.1	11.8	37.5	36.8	39.3	3.5	37.4	18.5	8.2	10.4	15.5	4.2	5.5	23.1	19.8	14.9	16.5	18.1	28.8	37.4	18.4	13.2	9.6	24.3	35.6	13.4	8.9	82.2	62.8	10.8	74.3	59.8	56.7	76.3	51.98	451	43.42	1,371	68.69	940	52.85	a52437e5a46fb990

Point any LLM at the metadata endpoint — the documentation above is machine-readable too (JSON-LD + Croissant).

cURL

curl "https://datazimuts.com/v1/datasets/cdc_places_intel/cdc_places_county_health_annual" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/cdc_places_intel/cdc_places_county_health_annual").json()
print(ds["title"], ds["rows"], "rows")

# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
    print(row)

API endpoint: https://datazimuts.com/v1/datasets/cdc_places_intel/cdc_places_county_health_annual

Tip: fetch /llms.txt for the full machine-readable catalog.

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Pinned to snapshot 20260927T193336Z-37caaedad735 and its content hash, so readers get exactly the data you used.

APA

CDC PLACES. (2026). CDC PLACES county health intelligence (annual) [Data set, snapshot 20260927T193336Z-37caaedad735, sha256 37caaedad735]. Datazimuts. Retrieved 2026-09-27, from https://datazimuts.com/en/datasets/cdc_places_intel/cdc_places_county_health_annual?snapshot=20260927T193336Z-37caaedad735

BibTeX

@misc{dz_cdc_places_intel_cdc_places_county_healt_37caaeda,
  title        = {{CDC PLACES county health intelligence (annual)}},
  author       = {{CDC PLACES}},
  year         = {2026},
  publisher    = {Datazimuts},
  howpublished = {\url{https://datazimuts.com/en/datasets/cdc_places_intel/cdc_places_county_health_annual?snapshot=20260927T193336Z-37caaedad735}},
  note         = {Snapshot 20260927T193336Z-37caaedad735, sha256 37caaedad735fbf87a8fd34abcdb95c44a7acd0ee45ef02133f0efca32b66bbc; accessed 2026-09-27}
}

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<iframe src="https://datazimuts.com/embed/chart?dataset=cdc_places_intel%2Fcdc_places_county_health_annual&lang=en&theme=auto&snapshot=20260927T193336Z-37caaedad735&x=county_fips&y=measures_reported&agg=avg" title="CDC PLACES county health intelligence (annual)" width="100%" height="380" style="border:0" loading="lazy"></iframe>

CDC PLACES county health intelligence (annual)

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