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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '*' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: '*' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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Year
int64
LocationName
int64
DataSource
string
Category
string
Measure
string
Data_Value_Unit
string
Data_Value_Type
string
Data_Value
float64
Data_Value_Footnote_Symbol
null
Data_Value_Footnote
null
Low_Confidence_Limit
float64
High_Confidence_Limit
float64
TotalPopulation
int64
Geolocation
string
LocationID
int64
CategoryID
string
MeasureId
string
DataValueTypeID
string
Short_Question_Text
string
2,021
82,430
BRFSS
Health Outcomes
Stroke among adults aged >=18 years
%
Crude prevalence
2.5
null
null
2.2
2.9
100
POINT (-108.185195 43.81073869)
82,430
HLTHOUT
STROKE
CrdPrv
Stroke
2,020
82,430
BRFSS
Health Outcomes
All teeth lost among adults aged >=65 years
%
Crude prevalence
17.5
null
null
11.2
24.7
100
POINT (-108.185195 43.81073869)
82,430
HLTHOUT
TEETHLOST
CrdPrv
All Teeth Lost
2,021
82,430
BRFSS
Disability
Vision disability among adults aged >=18 years
%
Crude prevalence
4.7
null
null
3.9
5.6
100
POINT (-108.185195 43.81073869)
82,430
DISABLT
VISION
CrdPrv
Vision Disability
2,021
82,434
BRFSS
Health Outcomes
Arthritis among adults aged >=18 years
%
Crude prevalence
26.7
null
null
23
31
156
POINT (-108.2923645 44.38469117)
82,434
HLTHOUT
ARTHRITIS
CrdPrv
Arthritis
2,021
82,434
BRFSS
Health Risk Behaviors
Binge drinking among adults aged >=18 years
%
Crude prevalence
16.4
null
null
13.5
19.9
156
POINT (-108.2923645 44.38469117)
82,434
RISKBEH
BINGE
CrdPrv
Binge Drinking
2,021
82,440
BRFSS
Health Outcomes
Current asthma among adults aged >=18 years
%
Crude prevalence
9.1
null
null
8
10.5
145
POINT (-108.8611403 44.72070497)
82,440
HLTHOUT
CASTHMA
CrdPrv
Current Asthma
2,021
82,442
BRFSS
Disability
Vision disability among adults aged >=18 years
%
Crude prevalence
4.6
null
null
4
5.3
732
POINT (-107.2669183 43.87865631)
82,442
DISABLT
VISION
CrdPrv
Vision Disability
2,021
82,512
BRFSS
Health Outcomes
Current asthma among adults aged >=18 years
%
Crude prevalence
11.3
null
null
9.9
12.8
210
POINT (-109.2564679 43.30053574)
82,512
HLTHOUT
CASTHMA
CrdPrv
Current Asthma
2,021
1,001
BRFSS
Prevention
Current lack of health insurance among adults aged 18-64 years
%
Crude prevalence
4.1
null
null
3.4
5
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
ACCESS2
CrdPrv
Health Insurance
2,021
1,001
BRFSS
Health Outcomes
Arthritis among adults aged >=18 years
%
Crude prevalence
33.7
null
null
30.1
37.4
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
ARTHRITIS
CrdPrv
Arthritis
2,021
1,001
BRFSS
Health Risk Behaviors
Binge drinking among adults aged >=18 years
%
Crude prevalence
15.6
null
null
13.2
18.2
16,769
POINT (-72.62581515 42.06255509)
1,001
RISKBEH
BINGE
CrdPrv
Binge Drinking
2,021
1,001
BRFSS
Health Outcomes
High blood pressure among adults aged >=18 years
%
Crude prevalence
33.8
null
null
30.2
37.4
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
BPHIGH
CrdPrv
High Blood Pressure
2,021
1,001
BRFSS
Prevention
Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure
%
Crude prevalence
78.9
null
null
75.7
81.8
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
BPMED
CrdPrv
Taking BP Medication
2,021
1,001
BRFSS
Health Outcomes
Cancer (excluding skin cancer) among adults aged >=18 years
%
Crude prevalence
9.1
null
null
8.2
9.9
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
CANCER
CrdPrv
Cancer (except skin)
2,021
1,001
BRFSS
Health Outcomes
Current asthma among adults aged >=18 years
%
Crude prevalence
11.4
null
null
10.1
12.8
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
CASTHMA
CrdPrv
Current Asthma
2,020
1,001
BRFSS
Prevention
Cervical cancer screening among adult women aged 21-65 years
%
Crude prevalence
85.6
null
null
84.4
86.7
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
CERVICAL
CrdPrv
Cervical Cancer Screening
2,021
1,001
BRFSS
Health Outcomes
Coronary heart disease among adults aged >=18 years
%
Crude prevalence
6.8
null
null
6
7.7
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
CHD
CrdPrv
Coronary Heart Disease
2,021
1,001
BRFSS
Prevention
Visits to doctor for routine checkup within the past year among adults aged >=18 years
%
Crude prevalence
74.5
null
null
70.7
78.1
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
CHECKUP
CrdPrv
Annual Checkup
2,021
1,001
BRFSS
Prevention
Cholesterol screening among adults aged >=18 years
%
Crude prevalence
89.1
null
null
87.1
90.9
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
CHOLSCREEN
CrdPrv
Cholesterol Screening
2,021
1,001
BRFSS
Disability
Cognitive disability among adults ages >=18 years
%
Crude prevalence
13.4
null
null
11.7
15.2
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
COGNITION
CrdPrv
Cognitive Disability
2,020
1,001
BRFSS
Prevention
Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years
%
Crude prevalence
76.9
null
null
75.4
78.4
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
COLON_SCREEN
CrdPrv
Colorectal Cancer Screening
2,021
1,001
BRFSS
Health Outcomes
Chronic obstructive pulmonary disease among adults aged >=18 years
%
Crude prevalence
7.3
null
null
6.3
8.6
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
COPD
CrdPrv
COPD
2,020
1,001
BRFSS
Prevention
Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening
%
Crude prevalence
55.9
null
null
51.3
60
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
COREM
CrdPrv
Core preventive services for older men
2,020
1,001
BRFSS
Prevention
Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years
%
Crude prevalence
45.5
null
null
41.2
50.2
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
COREW
CrdPrv
Core preventive services for older women
2,021
1,001
BRFSS
Health Risk Behaviors
Current smoking among adults aged >=18 years
%
Crude prevalence
13.4
null
null
11.2
16
16,769
POINT (-72.62581515 42.06255509)
1,001
RISKBEH
CSMOKING
CrdPrv
Current Smoking
2,020
1,001
BRFSS
Prevention
Visits to dentist or dental clinic among adults aged >=18 years
%
Crude prevalence
74.7
null
null
72.9
76.4
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
DENTAL
CrdPrv
Dental Visit
2,021
1,001
BRFSS
Health Outcomes
Depression among adults aged >=18 years
%
Crude prevalence
24.7
null
null
21.3
28.2
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
DEPRESSION
CrdPrv
Depression
2,021
1,001
BRFSS
Health Outcomes
Diagnosed diabetes among adults aged >=18 years
%
Crude prevalence
10.1
null
null
8.7
11.7
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
DIABETES
CrdPrv
Diabetes
2,021
1,001
BRFSS
Disability
Any disability among adults aged >=18 years
%
Crude prevalence
31.5
null
null
28.1
35.3
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
DISABILITY
CrdPrv
Any Disability
2,021
1,001
BRFSS
Health Status
Fair or poor self-rated health status among adults aged >=18 years
%
Crude prevalence
14
null
null
12.1
16.2
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHSTAT
GHLTH
CrdPrv
General Health
2,021
1,001
BRFSS
Disability
Hearing disability among adults aged >=18 years
%
Crude prevalence
8
null
null
7.1
9
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
HEARING
CrdPrv
Hearing Disability
2,021
1,001
BRFSS
Health Outcomes
High cholesterol among adults aged >=18 years who have been screened in the past 5 years
%
Crude prevalence
36
null
null
32.2
39.8
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
HIGHCHOL
CrdPrv
High Cholesterol
2,021
1,001
BRFSS
Disability
Independent living disability among adults aged >=18 years
%
Crude prevalence
7.6
null
null
6.6
8.8
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
INDEPLIVE
CrdPrv
Independent Living Disability
2,021
1,001
BRFSS
Health Outcomes
Chronic kidney disease among adults aged >=18 years
%
Crude prevalence
3.3
null
null
3
3.7
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
KIDNEY
CrdPrv
Chronic Kidney Disease
2,021
1,001
BRFSS
Health Risk Behaviors
No leisure-time physical activity among adults aged >=18 years
%
Crude prevalence
23.4
null
null
19.8
26.9
16,769
POINT (-72.62581515 42.06255509)
1,001
RISKBEH
LPA
CrdPrv
Physical Inactivity
2,020
1,001
BRFSS
Prevention
Mammography use among women aged 50-74 years
%
Crude prevalence
82.1
null
null
80.3
83.6
16,769
POINT (-72.62581515 42.06255509)
1,001
PREVENT
MAMMOUSE
CrdPrv
Mammography
2,021
1,001
BRFSS
Health Status
Mental health not good for >=14 days among adults aged >=18 years
%
Crude prevalence
16.3
null
null
14.4
18.3
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHSTAT
MHLTH
CrdPrv
Mental Health
2,021
1,001
BRFSS
Disability
Mobility disability among adults aged >=18 years
%
Crude prevalence
14.3
null
null
12.3
16.4
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
MOBILITY
CrdPrv
Mobility Disability
2,021
1,001
BRFSS
Health Outcomes
Obesity among adults aged >=18 years
%
Crude prevalence
31.8
null
null
27.1
36.7
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
OBESITY
CrdPrv
Obesity
2,021
1,001
BRFSS
Health Status
Physical health not good for >=14 days among adults aged >=18 years
%
Crude prevalence
11.3
null
null
9.8
12.9
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHSTAT
PHLTH
CrdPrv
Physical Health
2,021
1,001
BRFSS
Disability
Self-care disability among adults aged >=18 years
%
Crude prevalence
3.5
null
null
3
3.9
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
SELFCARE
CrdPrv
Self-care Disability
2,020
1,001
BRFSS
Health Risk Behaviors
Sleeping less than 7 hours among adults aged >=18 years
%
Crude prevalence
33.5
null
null
32.6
34.4
16,769
POINT (-72.62581515 42.06255509)
1,001
RISKBEH
SLEEP
CrdPrv
Sleep <7 hours
2,021
1,001
BRFSS
Health Outcomes
Stroke among adults aged >=18 years
%
Crude prevalence
3.3
null
null
3
3.7
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
STROKE
CrdPrv
Stroke
2,020
1,001
BRFSS
Health Outcomes
All teeth lost among adults aged >=65 years
%
Crude prevalence
13.3
null
null
9.6
17.6
16,769
POINT (-72.62581515 42.06255509)
1,001
HLTHOUT
TEETHLOST
CrdPrv
All Teeth Lost
2,021
1,001
BRFSS
Disability
Vision disability among adults aged >=18 years
%
Crude prevalence
4.2
null
null
3.7
4.8
16,769
POINT (-72.62581515 42.06255509)
1,001
DISABLT
VISION
CrdPrv
Vision Disability
2,021
1,002
BRFSS
Prevention
Current lack of health insurance among adults aged 18-64 years
%
Crude prevalence
4.7
null
null
3.9
5.6
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
ACCESS2
CrdPrv
Health Insurance
2,021
1,002
BRFSS
Health Outcomes
Arthritis among adults aged >=18 years
%
Crude prevalence
18.9
null
null
16.4
21.6
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
ARTHRITIS
CrdPrv
Arthritis
2,021
1,002
BRFSS
Health Risk Behaviors
Binge drinking among adults aged >=18 years
%
Crude prevalence
17.3
null
null
14.5
20.5
29,049
POINT (-72.4509085 42.38758794)
1,002
RISKBEH
BINGE
CrdPrv
Binge Drinking
2,021
1,002
BRFSS
Health Outcomes
High blood pressure among adults aged >=18 years
%
Crude prevalence
20.6
null
null
18
23.5
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
BPHIGH
CrdPrv
High Blood Pressure
2,021
1,002
BRFSS
Prevention
Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure
%
Crude prevalence
70.1
null
null
67.1
72.8
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
BPMED
CrdPrv
Taking BP Medication
2,021
1,002
BRFSS
Health Outcomes
Cancer (excluding skin cancer) among adults aged >=18 years
%
Crude prevalence
4.9
null
null
4.5
5.4
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
CANCER
CrdPrv
Cancer (except skin)
2,021
1,002
BRFSS
Health Outcomes
Current asthma among adults aged >=18 years
%
Crude prevalence
12.1
null
null
10.8
13.5
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
CASTHMA
CrdPrv
Current Asthma
2,020
1,007
BRFSS
Prevention
Mammography use among women aged 50-74 years
%
Crude prevalence
79.1
null
null
76
82
14,649
POINT (-72.40031647 42.27869142)
1,007
PREVENT
MAMMOUSE
CrdPrv
Mammography
2,020
1,002
BRFSS
Prevention
Cervical cancer screening among adult women aged 21-65 years
%
Crude prevalence
73.5
null
null
71.5
75.2
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
CERVICAL
CrdPrv
Cervical Cancer Screening
2,021
1,002
BRFSS
Health Outcomes
Coronary heart disease among adults aged >=18 years
%
Crude prevalence
4.1
null
null
3.6
4.6
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
CHD
CrdPrv
Coronary Heart Disease
2,021
1,002
BRFSS
Prevention
Visits to doctor for routine checkup within the past year among adults aged >=18 years
%
Crude prevalence
69.2
null
null
64.4
73.8
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
CHECKUP
CrdPrv
Annual Checkup
2,021
1,002
BRFSS
Prevention
Cholesterol screening among adults aged >=18 years
%
Crude prevalence
78
null
null
74.6
81.4
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
CHOLSCREEN
CrdPrv
Cholesterol Screening
2,021
1,002
BRFSS
Disability
Cognitive disability among adults ages >=18 years
%
Crude prevalence
16.2
null
null
14.1
18.5
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
COGNITION
CrdPrv
Cognitive Disability
2,020
1,002
BRFSS
Prevention
Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years
%
Crude prevalence
77.4
null
null
76.3
78.3
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
COLON_SCREEN
CrdPrv
Colorectal Cancer Screening
2,021
1,002
BRFSS
Health Outcomes
Chronic obstructive pulmonary disease among adults aged >=18 years
%
Crude prevalence
5.1
null
null
4.4
5.8
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
COPD
CrdPrv
COPD
2,020
1,002
BRFSS
Prevention
Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening
%
Crude prevalence
52.9
null
null
49.3
56.2
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
COREM
CrdPrv
Core preventive services for older men
2,020
1,002
BRFSS
Prevention
Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years
%
Crude prevalence
38.8
null
null
35.7
42.3
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
COREW
CrdPrv
Core preventive services for older women
2,021
1,002
BRFSS
Health Risk Behaviors
Current smoking among adults aged >=18 years
%
Crude prevalence
11
null
null
9.1
13.2
29,049
POINT (-72.4509085 42.38758794)
1,002
RISKBEH
CSMOKING
CrdPrv
Current Smoking
2,020
1,002
BRFSS
Prevention
Visits to dentist or dental clinic among adults aged >=18 years
%
Crude prevalence
68.6
null
null
66.7
70.6
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
DENTAL
CrdPrv
Dental Visit
2,021
1,002
BRFSS
Health Outcomes
Depression among adults aged >=18 years
%
Crude prevalence
25.8
null
null
22
29.9
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
DEPRESSION
CrdPrv
Depression
2,021
1,002
BRFSS
Health Outcomes
Diagnosed diabetes among adults aged >=18 years
%
Crude prevalence
6.8
null
null
5.8
7.9
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
DIABETES
CrdPrv
Diabetes
2,021
1,002
BRFSS
Disability
Any disability among adults aged >=18 years
%
Crude prevalence
26.5
null
null
23.2
30.2
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
DISABILITY
CrdPrv
Any Disability
2,021
1,002
BRFSS
Health Status
Fair or poor self-rated health status among adults aged >=18 years
%
Crude prevalence
12.2
null
null
10.6
14.1
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHSTAT
GHLTH
CrdPrv
General Health
2,021
1,002
BRFSS
Disability
Hearing disability among adults aged >=18 years
%
Crude prevalence
5.1
null
null
4.6
5.8
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
HEARING
CrdPrv
Hearing Disability
2,021
1,002
BRFSS
Health Outcomes
High cholesterol among adults aged >=18 years who have been screened in the past 5 years
%
Crude prevalence
27.9
null
null
24.7
31.3
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
HIGHCHOL
CrdPrv
High Cholesterol
2,021
1,002
BRFSS
Disability
Independent living disability among adults aged >=18 years
%
Crude prevalence
7.8
null
null
6.9
8.9
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
INDEPLIVE
CrdPrv
Independent Living Disability
2,021
1,002
BRFSS
Health Outcomes
Chronic kidney disease among adults aged >=18 years
%
Crude prevalence
2.2
null
null
2
2.4
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
KIDNEY
CrdPrv
Chronic Kidney Disease
2,021
1,002
BRFSS
Health Risk Behaviors
No leisure-time physical activity among adults aged >=18 years
%
Crude prevalence
19.9
null
null
16.5
23.5
29,049
POINT (-72.4509085 42.38758794)
1,002
RISKBEH
LPA
CrdPrv
Physical Inactivity
2,020
1,002
BRFSS
Prevention
Mammography use among women aged 50-74 years
%
Crude prevalence
79.6
null
null
78.1
81.1
29,049
POINT (-72.4509085 42.38758794)
1,002
PREVENT
MAMMOUSE
CrdPrv
Mammography
2,021
1,002
BRFSS
Health Status
Mental health not good for >=14 days among adults aged >=18 years
%
Crude prevalence
20.2
null
null
17.7
22.8
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHSTAT
MHLTH
CrdPrv
Mental Health
2,021
1,002
BRFSS
Disability
Mobility disability among adults aged >=18 years
%
Crude prevalence
9.2
null
null
8
10.5
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
MOBILITY
CrdPrv
Mobility Disability
2,021
1,002
BRFSS
Health Outcomes
Obesity among adults aged >=18 years
%
Crude prevalence
23.3
null
null
18.8
28.4
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
OBESITY
CrdPrv
Obesity
2,021
1,002
BRFSS
Health Status
Physical health not good for >=14 days among adults aged >=18 years
%
Crude prevalence
8.9
null
null
7.8
10.1
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHSTAT
PHLTH
CrdPrv
Physical Health
2,021
1,002
BRFSS
Disability
Self-care disability among adults aged >=18 years
%
Crude prevalence
2.9
null
null
2.6
3.2
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
SELFCARE
CrdPrv
Self-care Disability
2,020
1,002
BRFSS
Health Risk Behaviors
Sleeping less than 7 hours among adults aged >=18 years
%
Crude prevalence
30.1
null
null
29.2
30.9
29,049
POINT (-72.4509085 42.38758794)
1,002
RISKBEH
SLEEP
CrdPrv
Sleep <7 hours
2,021
1,002
BRFSS
Health Outcomes
Stroke among adults aged >=18 years
%
Crude prevalence
2.1
null
null
1.9
2.3
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
STROKE
CrdPrv
Stroke
2,020
1,002
BRFSS
Health Outcomes
All teeth lost among adults aged >=65 years
%
Crude prevalence
12.4
null
null
9.9
15.7
29,049
POINT (-72.4509085 42.38758794)
1,002
HLTHOUT
TEETHLOST
CrdPrv
All Teeth Lost
2,021
1,002
BRFSS
Disability
Vision disability among adults aged >=18 years
%
Crude prevalence
4.4
null
null
3.9
4.9
29,049
POINT (-72.4509085 42.38758794)
1,002
DISABLT
VISION
CrdPrv
Vision Disability
2,021
1,003
BRFSS
Prevention
Current lack of health insurance among adults aged 18-64 years
%
Crude prevalence
6.9
null
null
5.8
8.3
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
ACCESS2
CrdPrv
Health Insurance
2,021
1,003
BRFSS
Health Outcomes
Arthritis among adults aged >=18 years
%
Crude prevalence
5.5
null
null
4.4
6.7
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
ARTHRITIS
CrdPrv
Arthritis
2,021
1,003
BRFSS
Health Risk Behaviors
Binge drinking among adults aged >=18 years
%
Crude prevalence
19.3
null
null
16
22.9
10,372
POINT (-72.52475918 42.39190728)
1,003
RISKBEH
BINGE
CrdPrv
Binge Drinking
2,021
1,003
BRFSS
Health Outcomes
High blood pressure among adults aged >=18 years
%
Crude prevalence
9.4
null
null
7.7
11.3
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
BPHIGH
CrdPrv
High Blood Pressure
2,021
1,003
BRFSS
Prevention
Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure
%
Crude prevalence
19.8
null
null
15.6
24.7
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
BPMED
CrdPrv
Taking BP Medication
2,021
1,003
BRFSS
Health Outcomes
Cancer (excluding skin cancer) among adults aged >=18 years
%
Crude prevalence
0.7
null
null
0.6
0.8
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
CANCER
CrdPrv
Cancer (except skin)
2,021
1,003
BRFSS
Health Outcomes
Current asthma among adults aged >=18 years
%
Crude prevalence
15.4
null
null
13.6
17.4
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
CASTHMA
CrdPrv
Current Asthma
2,020
1,003
BRFSS
Prevention
Cervical cancer screening among adult women aged 21-65 years
%
Crude prevalence
46.7
null
null
42.9
50.9
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
CERVICAL
CrdPrv
Cervical Cancer Screening
2,021
1,003
BRFSS
Health Outcomes
Coronary heart disease among adults aged >=18 years
%
Crude prevalence
1
null
null
0.8
1.2
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
CHD
CrdPrv
Coronary Heart Disease
2,021
1,003
BRFSS
Prevention
Visits to doctor for routine checkup within the past year among adults aged >=18 years
%
Crude prevalence
63.1
null
null
57.5
68.5
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
CHECKUP
CrdPrv
Annual Checkup
2,021
1,003
BRFSS
Prevention
Cholesterol screening among adults aged >=18 years
%
Crude prevalence
56
null
null
50.3
61.7
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
CHOLSCREEN
CrdPrv
Cholesterol Screening
2,021
1,003
BRFSS
Disability
Cognitive disability among adults ages >=18 years
%
Crude prevalence
30
null
null
26.6
33.2
10,372
POINT (-72.52475918 42.39190728)
1,003
DISABLT
COGNITION
CrdPrv
Cognitive Disability
2,020
1,003
BRFSS
Prevention
Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years
%
Crude prevalence
53.1
null
null
49.5
56.4
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
COLON_SCREEN
CrdPrv
Colorectal Cancer Screening
2,021
1,003
BRFSS
Health Outcomes
Chronic obstructive pulmonary disease among adults aged >=18 years
%
Crude prevalence
3.4
null
null
2.8
3.9
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
COPD
CrdPrv
COPD
2,021
1,003
BRFSS
Health Risk Behaviors
Current smoking among adults aged >=18 years
%
Crude prevalence
12
null
null
9.8
14.3
10,372
POINT (-72.52475918 42.39190728)
1,003
RISKBEH
CSMOKING
CrdPrv
Current Smoking
2,020
1,003
BRFSS
Prevention
Visits to dentist or dental clinic among adults aged >=18 years
%
Crude prevalence
55.4
null
null
51.1
60.2
10,372
POINT (-72.52475918 42.39190728)
1,003
PREVENT
DENTAL
CrdPrv
Dental Visit
2,021
1,003
BRFSS
Health Outcomes
Depression among adults aged >=18 years
%
Crude prevalence
34.8
null
null
30.2
39.6
10,372
POINT (-72.52475918 42.39190728)
1,003
HLTHOUT
DEPRESSION
CrdPrv
Depression
End of preview.

PLACES: Local Data for Better Health, ZCTA Data 2023 release

Description

This dataset contains model-based ZIP Code Tabulation Area (ZCTA) level estimates. PLACES covers the entire United States—50 states and the District of Columbia—at county, place, census tract, and ZIP Code Tabulation Area levels. It provides information uniformly on this large scale for local areas at four geographic levels. Estimates were provided by the Centers for Disease Control and Prevention (CDC), Division of Population Health, Epidemiology and Surveillance Branch. PLACES was funded by the Robert Wood Johnson Foundation in conjunction with the CDC Foundation. The dataset includes estimates for 36 measures: 13 for health outcomes, 9 for preventive services use, 4 for chronic disease-related health risk behaviors, 7 for disabilities, and 3 for health status. These estimates can be used to identify emerging health problems and to help develop and carry out effective, targeted public health prevention activities. Because the small area model cannot detect effects due to local interventions, users are cautioned against using these estimates for program or policy evaluations. Data sources used to generate these model-based estimates are Behavioral Risk Factor Surveillance System (BRFSS) 2021 or 2020 data, Census Bureau 2010 population data, and American Community Survey 2015–2019 estimates. The 2023 release uses 2021 BRFSS data for 29 measures and 2020 BRFSS data for 7 measures (all teeth lost, dental visits, mammograms, cervical cancer screening, colorectal cancer screening, core preventive services among older adults, and sleeping less than 7 hours) that the survey collects data on every other year. More information about the methodology can be found at www.cdc.gov/places.

Dataset Details

  • Publisher: Centers for Disease Control and Prevention
  • Last Modified: 2024-07-15
  • Contact: PLACES Public Inquiries ([email protected])

Source

Original data can be found at: http://www.cdc.gov/nccdphp/dph/

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/places-local-data-for-better-health-zcta-data-2023')

License

This dataset is licensed under http://opendefinition.org/licenses/odc-odbl/

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