AndreaBozzo/ceres-open-data-index huggingface dataset:
Allegheny County Walk Scores

Walk Score measures the walkability of any address using a patented system developed by the Walk Score company. For each 2010 Census Tract centroid, Walk Score analyzed walking routes to nearby amenities. Points are awarded based on the distance to amenities in each category. Amenities within a 5 minute walk (.25 miles) are given maximum points. A decay function is used to give points to more distant amenities, with no points given after a 30 minute walk.
Walk Score also measures pedestrian friendliness by analyzing population density and road metrics such as block length and intersection density. Data sources include Google, Education.com, Open Street Map, the U.S. Census, Localeze, and places added by the Walk Score user community.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Walk Score, Walkability, social determinants of health
Organization: Allegheny County
Allegheny County Fast Food Establishments

The Allegheny County Health Department has generated this list of fast food restaurants by exporting all chain restaurants without an alcohol permit from the County’s Fee and Permit System. A chain restaurant defined by the County is any restaurant that has more than one location in the County. Chain restaurants capture both local and national chains (including locally owned national chains) so long as there is one or more establishments in operation within the County.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Fast food, Fee and Permit, Take out, restaurant
Organization: Allegheny County
Hypertension + Hyperlipidemia comorbidity

This data set provides de-identified population data for Hypertension and Hyperlipidemia comorbidity prevalence.  The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Hypertension, blood pressure, cardiovascular disease, hyperlipidemia, social determinants of health
Organization: Allegheny County
Allegheny County Obesity Rates

Obesity rates for each Census Tract in Allegheny County were produced for the study “Developing small-area predictions for smoking and obesity prevalence in the United States." The data is not explicitly based on population surveys or data collection conducted in Allegheny County, but rather estimated using statistical modeling techniques. In this technique, researchers applied the obesity rate of a demographically similar census tract to one in Allegheny County to compute an obesity rate.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Obesity, social determinants of health
Organization: Allegheny County
Allegheny County Housing Tenure

Home ownership provides a number of financial, social, and health benefits to American families. Especially in areas with housing price appreciation, home ownership is a wealth building mechanism and homeowners are also eligible to receive substantial federal and local tax benefits. Owning a home also provides families with increased residential stability, which can translate into improved school performance for children. The financial stake owners have in their neighborhood also is viewed as something that spurs them to become more-engaged in their community, and there is some research that has found that home ownership also can translate to improved health. The National Association of Realtors has compiled a summary of research related to the benefits of home ownership.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Homeownership, Rental, mortgage, owner, owner occupied, owner-occupied, renter, renter occupied, renter-occupied, social determinants of health
Organization: Allegheny County
Allegheny County Smoking Rates

Smoking rates for each Census Tract in Allegheny County were produced for the study “Developing small-area predictions for smoking and obesity prevalence in the United States.” The data is not explicitly based on population surveys or data collection conducted in Allegheny County, but rather estimated using statistical modeling techniques. In this technique, researchers applied the smoking rate of a demographically similar Census Tract to one in Allegheny County to compute a smoking rate.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Smoking Rates, social determinants of health
Organization: Allegheny County
Allegheny County Depression Medication

These Census Tract-level datasets described here provide de-identified diagnosis data for customers of three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) that have filed a claim for  depression medications in 2015 and 2016. The data also includes the number of enrolled members in the three participating managed care organizations in 2015 and 2016.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance. Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, depression, depression medication, social determinants of health
Organization: Allegheny County
Diabetes

These datasets provide de-identified insurance data for diabetes. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Diabetes, cardiovascular disease, social determinants of health, type 2 diabetes mellitus
Organization: Allegheny County
Hypertension

These datasets provide de-identified insurance data for hypertension hyperlipidemia. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Hypertension, blood pressure, cardiovascular disease, social determinants of health
Organization: Allegheny County
Hyperlipidemia

These datasets provide de-identified insurance data for hyperlipidemia. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, cardiovascular disease, hyperlipidemia, social determinants of health
Organization: Allegheny County
Diabetes + Hypertension (comorbidity)

This data set provides de-identified population data for diabetes and hypertension comorbidity prevalence in Allegheny County. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Diabetes, Hypertension, blood pressure, comorbidity, social determinants of health, type 2 diabetes mellitus
Organization: Allegheny County
Diabetes + Hyperlipidemia (comorbidity)

This data set provides de-identified population data for diabetes and hyperlipidemia comorbidity prevalence.  The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Diabetes, Hyperlipidemia, cardiovascular disease, social determinants of health, type 2 diabetes mellitus
Organization: Allegheny County
Diabetes & Hypertension & Hyperlipidemia comorbidity

This data set provides de-identified population data for diabetes & hypertension & hyperlipidemia comorbidity prevelance. The data is provided by three managed care organizations in Allegheny County (Gateway Health Plan, Highmark Health, and UPMC) and represents their insured population for the 2015 and 2016 calendar years.

Disclaimer: Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time, as data provided were collected for purposes other than surveillance.  Limitations of these data include but are not limited to: misclassification, duplicate individuals, exclusion of individuals who did not seek care in past two years and those who are: uninsured, enrolled in plans not represented in the dataset, or were not enrolled in one of the represented plans for at least 90 days.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Diabetes, Hypertension, cardiovascular disease, hyperlipidemia, social determinants of health, type 2 diabetes mellitus
Organization: Allegheny County
Allegheny County Primary Care Access

The data on health care facilities includes the name and location of all the hospitals and primary care facilities in Allegheny County. The current listing of hospitals and primary care facilities is managed by the Allegheny County Health Department and is used in internal reporting and shared for public use.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Primary Care Access, social determinants of health
Organization: Allegheny County
Allegheny County Hospitals

The data on health care facilities includes the name and location of all the hospitals and primary care facilities in Allegheny County. The current listing of hospitals and primary care facilities is managed by the Allegheny County Health Department and is used in internal reporting and shared for public use.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Health Facility, Hospitals, social determinants of health
Organization: Allegheny County
Allegheny County Tobacco Vendors

The tobacco vendor information provides the location of all tobacco vendors in Allegheny County in 2015. Data was compiled from administrative records managed by the Pennsylvania Department of Revenue.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: ACHD DASH, Tobacco, Tobacco Vendors, chewing tobacco, cigar, cigarettes, cigars, health, smoke, smoking, snuff, social determinants of health
Organization: Allegheny County
Childhood Asthma Healthcare Utilization

This data shows healthcare utilization for asthma by Allegheny County residents 18 years of age and younger. It counts asthma-related visits to the Emergency Department (ED), hospitalizations, urgent care visits, and asthma controller medication dispensing events.

The asthma data was compiled as part of the Allegheny County Health Department’s Asthma Task Force, which was established in 2018. The Task Force was formed to identify strategies to decrease asthma inpatient and emergency utilization among children (ages 0-18), with special focus on children receiving services funded by Medicaid. Data is being used to improve the understanding of asthma in Allegheny County, and inform the recommended actions of the task force. Data will also be used to evaluate progress toward the goal of reducing asthma-related hospitalization and ED visits.

Regarding this data, asthma is defined using the International Classification of Diseases, Tenth Revision [(IDC-10) classification system code J45.xxx](https://icd.who.int/browse10/2016/en#/J40-J47). The ICD-10 system is used to classify diagnoses, symptoms, and procedures in the U.S. healthcare system. 

Children seeking care for an asthma-related claim in 2017 are represented in the data. Data is compiled by the Health Department from medical claims submitted to three health plans (UPMC, Gateway Health, and Highmark). Claims may also come from people enrolled in Medicaid plans managed by these insurers. The Health Department estimates that 74% of the County’s population aged 0-18 is represented in the data.

Users should be cautious of using administrative claims data as a measure of disease prevalence and interpreting trends over time. Missing from the data are the uninsured, members in participating plans enrolled for less than 90 continuous days in 2017, children with an asthma-related condition that did not file a claim in 2017, and children participating in plans managed by insurers that did not share data with the Health Department. 

Data users should also be aware that diagnoses may also be subject to misclassification, and that children with an asthmatic condition may not be diagnosed. It is also possible that some children may be counted more than once in the data if they are enrolled in a plan by more than one participating insurer and file a claim on each policy in the same calendar year.

___Support for Health Equity datasets and tools provided by [Amazon Web Services (AWS)](https://aws.amazon.com/) through their [Health Equity Initiative](https://aws.amazon.com/government-education/nonprofits/global-social-impact/health-equity/).___

Tags: children, disparity, equity, health, health insurance, healthcare, public health, social determinants of health
Organization: Allegheny County
Allegheny County TIF Boundaries

Tax Increment Financing (TIF) outline parcels for Allegheny County, PA. TIF closing books contain all necessary documentation related to a TIF in order to close on the financing. TIF/LERTA evaluations include information regarding current TIFs/LERTAs, as well as limited tax information related to each TIF/LERTA.

Tags: _orphaned_etl, administrative, boundaries, economy, tifacedalcogis
Organization: Allegheny County
Public WiFi Locations

This dataset shows the location of institutional and crowdsourced WiFi locations in Western Pennsylvania. This dataset used to be harvested on a weekly basis from Allegheny County’s GIS data portal (<a href='http://openac.alcogis.opendata.arcgis.com/' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:inherit;'>http://openac.alcogis.opendata.arcgis.com/</a>).

Department: Department of Human Services

Tags: _orphaned_etl, computers, connectivity, internet, wifi
Organization: Allegheny County
Allegheny County Census Block Groups 2016

This is an Allegheny County extract of the 2016 US Census Block Groups downloaded from the following website: <a href='https://www.census.gov/geo/maps-data/data/tiger-cart-boundary.html' target='_blank'>https://www.census.gov/geo/maps-data/data/tiger-cart-boundary.html</a>.

This
dataset was previously harvested on a weekly basis from Allegheny County’s GIS data portal
(</span><a href='http://openac.alcogis.opendata.arcgis.com/'><span style='font-size:10.0pt;line-height:107%;font-family:&quot;Tahoma&quot;,sans-serif'>http://openac.alcogis.opendata.arcgis.com/</span></a><span style='font-size:10.0pt;line-height:107%;font-family:&quot;Tahoma&quot;,sans-serif'>). The
full metadata record for this dataset can also be found on Allegheny County’s
GIS portal, at [https://openac-alcogis.opendata.arcgis.com/datasets/AlCoGIS::public-wifi-locations/explore](https://openac-alcogis.opendata.arcgis.com/datasets/AlCoGIS::public-wifi-locations/explore).

Department: Geographic Information Systems Group; Department of Administrative Services

[Data Dictionary](https://www2.census.gov/geo/pdfs/maps-data/data/tiger/tgrshp2016/TGRSHP2016_TechDoc_Ch3.pdf)

See [https://www.census.gov/geo/about/contact.html](https://www.census.gov/geo/about/contact.html) for more information.

Tags: 2016, _orphaned_etl, arcgis, block groups, boundaries, census, demographic, sd, service definition
Organization: Allegheny County
City of Pittsburgh Capital Budget Deliberative Forum Survey Responses

**Note: This dataset will be used to post updated versions of capital budget deliberative forums into the future.**

Collected responses from surveys distributed at the City of Pittsburgh's Capital Budget Deliberative Forum Meetings. These surveys collected resident sentiment on what capital projects the City should prioritize in the upcoming year.

The collected responses of residents who attended the deliberative meetings concerning the City's 2019 & 2020 Capital Budgets. Residents were asked to identify a specific capital project (or projects) that they felt needed to be completed in their neighborhood. They were asked to be specific as to work needed and the location. They were then asked to use a series of options to note how important they found a list of capital project priorities. Finally, they were asked to share their opinion of the Deliberative Budget Forum by choosing from a series of options.

Tags: budget, capital, capital projects, capital spending, forum, government, office of management and budget, survey
Organization: City of Pittsburgh