AndreaBozzo/ceres-open-data-index huggingface dataset:
Built Environment Indicators

<div>This data layer provides a comprehensive set of indicators related to the built environment and their impact on health outcomes across the District of Columbia. It encompasses 41 measures organized into 9 key drivers: Education, Employment, Income, Housing, Transportation, Food Environment, Medical Care, Outdoor Environment, and Community Safety. Visit the <a href='https://mattgerken.github.io/dc-built-environment-map-tool' target='_blank' rel='nofollow ugc noopener noreferrer'>project details page</a> for underlying data methodology.</div><div><br /></div><div><h3>Education</h3></div><div><ul><li>Proximity to schools</li><li>Proximity to modernized schools</li><li>Proximity to playgrounds</li><li>Proximity to crossing guards</li><li>Safe routes to school</li><li>Proximity to libraries</li><li>Access to wireless hotspots</li><li>Access to broadband internet</li><li>Proximity to recreation centers</li></ul></div><div><h3>Employment</h3></div><div><ul><li>Travel time to work</li></ul></div><div><h3>Financial Institutions</h3></div><div><ul><li>Proximity to banking institutions</li><li>Proximity to check cashing institutions</li></ul></div><div><h3>Housing</h3></div><div><ul><li>Housing stock quality</li><li>Share of homes built since 1970</li><li>Distribution of affordable housing</li><li>Proximity to vacant or blighted houses</li></ul></div><div><h3>Transportation</h3></div><div><ul><li>Proximity to Metro bus</li><li>Proximity to Metro station</li><li>Proximity to Capital Bikeshare locations</li><li>Access to bike lanes</li><li>Sidewalk quality</li><li>Parking availability</li></ul></div><div><h3>Food Environment</h3></div><div><ul><li>Proximity to grocery stores</li><li>Low Food Access areas</li><li>Proximity to farmers markets</li><li>Availability of healthy food within stores</li><li>Proximity to restaurants</li><li>Proximity to liquor stores</li></ul></div><div><h3>Medical Care</h3></div><div><ul><li>Proximity to health care facilities</li><li>Proximity to mental health facilities and providers</li></ul></div><div><h3>Outdoor Environment</h3></div><div><ul><li>Tree canopy</li><li>Proximity to parks</li><li>Proximity to trails</li><li>Presence of mix of land uses</li><li>Positive land use</li><li>Flood zones</li></ul></div><div><h3>Community Safety</h3></div><div><ul><li>Proximity to vacant lots</li><li>Streetlight coverage</li><li>Proximity to police department locations</li><li>Proximity to fire stations</li><li>Proximity to High Injury Network Corridors</li></ul></div>

Tags: dc, district-of-columbia, education, employment, environment, health, octo, police, roads, safety, schools, sidewalk, street, transportation, tree-canopy, vision-zero, vz, washington-dc
Organization: District of Columbia
911 Performance Dashboard Beta

The District’s 911 call center is one of the busiest in the country, historically ranking as the 4th busiest center behind those of New York City, Chicago, and Los Angeles. The goal of this tool is to help track this progress and provide insight into the daily operations of DC’s 911 call takers and dispatchers, work that happens behind the scenes but is critical to building a safer, stronger DC. This is a beta site with continuous testing and improvements. Expect updates to the dashboard as Office of Unified Communications (OUC) receives feedback on this first-of-its-kind tool.

Tags: 911, call-center, calls-for-service, emergency-dispatch, emergency-response, first-response, ouc, safety
Organization: District of Columbia
Enterprise Data Inventory (EDI) Progress Information

Social Security continues to release data in support of the Open Data initiative. See www.ssa.gov/data for a summary of our efforts and our enterprise data listing. Each month we update a progress chart to reflect new datasets added.

Tags: 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, data, data-asset, data-set, edi, enterprise-data-inventory, foia, freedom-of-information-act, non-public, open-data, public, restricted-public, social-security, social-security-administration, ssa, ssa-data
Organization: Social Security Administration
National Beneficiary Survey (NBS) Round 4

A cross-sectional survey of a nationally representative sample of social security beneficiaries age 18-64 receiving disability benefits in active pay status as of June 2009.  The NBS collects data on: 1. work-relevant characteristics of Social Security Disability Insurance (SSDI) and Supplemental Security Income (SSI) beneficiaries; 2.  work-related goals and activities of SSDI and SSI beneficiaries, particularly as they relate to implementation of the Ticket to Work program; and 3.  service use, barriers to work, and perceptions about TTW and other SSA programs designed to help beneficiaries with disabilities find and keep jobs.

Tags: disability, employment, employment-services, entitlement, public-benefits, return-to-work, social-insurance, social-security, social-security-benefits, ssdi, ssi, ticket-to-work
Organization: Social Security Administration
Percentage of Fast-Track Receipts - FY 2010 On

The data set provides the percentage of fast-track receipts by state during the reporting fiscal year. Fast-tracked cases consist of those cases identified as Quick Disability Determination (QDD), Compassionate Allowance (CAL), or both.

Tags: 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, cal, compassionate-allowances, fast-track, foia, freedom-of-information, qdd, quick-disability-determinations, receipts, social-security, social-security-administration, ssa
Organization: Social Security Administration
National Beneficiary Survey (NBS) Round 3

A cross-sectional survey of a nationally representative sample of social security beneficiaries age 18-64 receiving disability benefits in active pay status as of June 2005. The NBS collects data on: 1. work-relevant characteristics of Social Security Disability Insurance (SSDI) and Supplemental Security Income (SSI) beneficiaries; 2. work-related goals and activities of SSDI and SSI beneficiaries, particularly as they relate to implementation of the Ticket to Work program; and 3. service use, barriers to work, and perceptions about TTW and other SSA programs designed to help beneficiaries with disabilities find and keep jobs.

Tags: disability, employment, employment-services, entitlement, public-benefits, return-to-work, social-insurance, social-security, social-security-benefits, ssdi, ssi, ticket-to-work
Organization: Social Security Administration
National Beneficiary Survey (NBS) Round 1

A cross-sectional survey of a nationally representative sample of 6,520 social security beneficiaries age 18-64 receiving disability benefits in active pay status as of June 2003.  The NBS collects data on: 1. work-relevant characteristics of Social Security Disability Insurance (SSDI) and Supplemental Security Income (SSI) beneficiaries; 2. work-related goals and activities of SSDI and SSI beneficiaries, particularly as they relate to implementation of the Ticket to Work program; and 3. service use, barriers to work, and perceptions about TTW and other SSA programs designed to help beneficiaries with disabilities find and keep jobs.

Tags: disability, employment, employment-services, entitlement, public-benefits, return-to-work, social-insurance, social-security, social-security-benefits, ssdi, ssi, ticket-to-work
Organization: Social Security Administration
National Beneficiary Survey (NBS) Round 2

A cross-sectional survey of a nationally representative sample of 4,864 social security beneficiaries age 18-64 receiving disability benefits in active pay status as of June 2004. The NBS collects data on: 1. work-relevant characteristics of Social Security Disability Insurance (SSDI) and Supplemental Security Income (SSI) beneficiaries; 2. work-related goals and activities of SSDI and SSI beneficiaries, particularly as they relate to implementation of the Ticket to Work program; and 3. service use, barriers to work, and perceptions about TTW and other SSA programs designed to help beneficiaries with disabilities find and keep jobs.

Tags: disability, employment, employment-services, entitlement, public-benefits, return-to-work, social-insurance, social-security, social-security-benefits, social-security-disability-insurance-ssdi, supplemental-security-income-ssi, ticket-to-work-ttw
Organization: Social Security Administration
Census 2020: Blocks for San Francisco

<strong>A. SUMMARY</strong>
Census blocks, the smallest geographic area for which the Bureau of the Census collects and tabulates decennial census data, are formed by streets, roads, railroads, streams and other bodies of water, other visible physical and cultural features, and the legal boundaries shown on Census Bureau maps. More information on the census tracts can be found <u><a href="https://www.census.gov/newsroom/blogs/random-samplings/2011/07/what-are-census-blocks.html">here</a></u>.

<strong>B. HOW THE DATASET IS CREATED</strong>
The boundaries are uploaded from TIGER/Line shapefiles provided by the <u><a href="https://www.census.gov/cgi-bin/geo/shapefiles/index.php?year=2021&layergroup=Blocks+%282020%29">U.S. Census Bureau</a></u>.
 
<strong>C. UPDATE PROCESS</strong>
This dataset is static. Changes to the census blocks are tracked in multiple datasets. See here for <u><a href="https://data.sfgov.org/d/94d7-d6m6">2000</a></u> and <u><a href="https://data.sfgov.org/d/2uzy-uv2r">2010</a></u> census tract boundaries. 

<strong>D. HOW TO USE THIS DATASET</strong>
This boundary file can be joined to other census datasets on GEOID. Column descriptions can be found on in the <u><a href="https://www.census.gov/programs-surveys/geography/technical-documentation/complete-technical-documentation/tiger-geo-line.2020.html">technical documentation</a></u> included on the census.gov website


<strong>E. RELATED DATASETS</strong>
 <u><a href="https://data.sfgov.org/d/tmph-tgz9">Census 2020: Census Tracts for San Francisco</a></u> 
 <u><a href="https://data.sfgov.org/d/sevw-6tgi">Analysis Neighborhoods - 2020 census tracts assigned to neighborhoods</a></u> 
 <u><a href="https://data.sfgov.org/d/e2st-aufe">Census 2020: Blocks for San Francisco Clipped to SF Shoreline</a></u>
 <u><a href="https://data.sfgov.org/d/24e8-pd2q">Census 2020: Blocks Groups for San Francisco</a></u>
 <u><a href="https://data.sfgov.org/d/6rf8-dnst">Census 2020: Blocks Groups for San Francisco Clipped to SF Shoreline</a></u>

Tags: census, census-block
Organization: City of San Francisco
ARCHIVED: COVID-19 Hospitalizations Over Time

<strong> As of 9/12/2024, we will begin reporting on hospitalization data again using a new San Francisco specific dataset. Updated data can be accessed <u><a href="https://data.staff.sf.gov/Health-and-Social-Services/COVID-19-Hospital-Admissions-Over-Time/82gu-asz5/about_data">here.</a></u> </strong>

<strong>On 5/1/2024, hospitalization data reporting will change from mandatory to optional for all hospitals nationwide. We will be pausing the refresh of the underlying data beginning 5/2/2024. </strong>

<strong>A. SUMMARY</strong>
Count of COVID+ patients admitted to the hospital. Patients who are hospitalized and test positive for COVID-19 may  be admitted to an acute care bed (a regular hospital bed), or an intensive care unit (ICU) bed. This data shows the daily total count of COVID+ patients in these two bed types, and the data reflects totals from all San Francisco Hospitals.

<strong>B. HOW THE DATASET IS CREATED</strong>
Hospital information is based on admission data reported to the National Healthcare Safety Network (NHSN) and provided by the California Department of Public Health (CDPH).

<strong>C. UPDATE PROCESS</strong>
Updates automatically every week.

<strong>D. HOW TO USE THIS DATASET</strong>
Each record represents how many people were hospitalized on the date recorded in either an ICU bed or acute care bed (shown as Med/Surg under DPHCategory field).

The dataset shown here includes all San Francisco hospitals and updates weekly with data for the past Sunday-Saturday as information is collected and verified. Data may change as more current information becomes available.

<strong>E. CHANGE LOG</strong><UL><LI>9/12/2024 -Hospitalization data are now being tracked through a new source and are available <u><a href="https://data.staff.sf.gov/Health-and-Social-Services/COVID-19-Hospital-Admissions-Over-Time/82gu-asz5/about_data">here.</a></u>
<LI> 5/1/2024 - hospitalization data reporting to the National Healthcare Safety Network (NHSN) changed from mandatory to optional for all hospitals nationwide. We will be pausing the refresh of the underlying data beginning 5/2/2024. 
<LI> 12/14/2023 – added column “hospitalreportingpct” to indicate the percentage of hospitals who submitted data on each report date.
<LI> 8/7/2023 - In response to the end of the federal public health emergency on 5/11/2023 the California Hospital Association (CHA) stopped the collection and dissemination of COVID-19 hospitalization data. In alignment with the California Department of Public Health (CDPH), hospitalization data from 5/11/2023 onward are being pulled from the National Healthcare Safety Network (NHSN). The NHSN data is updated weekly and does not include information on COVID suspected (PUI) patients.
<LI> 4/9/2021 - dataset updated daily with a four-day data lag.</UL>

Organization: City of San Francisco
San Francisco City Survey Data

The City Survey asks residents to indicate their usage and satisfaction with city services and infrastructure like libraries, Muni, public safety, and street cleanliness. The City Survey was conducted every year from 1996 to 2004, and biennially from 2005 onward. The City Survey was not conducted in 2019 due to the COVID-19 pandemic, and resumed in 2023. Survey methodology was changed in 2015 from a mail to a phone survey, and expanded to include in-person and online options in 2023. Comparisons to previous years should be interpreted with caution. 

Results should be weighted using the column "weight" in order to adjust for demographic differences between the City Survey sample and San Francisco's population. Please note that survey results were originally reported as unweighted until 1997. From 1997 onward, all City Survey results were reweighted with the exception of data from 2011. For ease of use, the column "weight" has been coded with a value of one for these years. 

A code book is also attached to this dataset under About > Attachments. Neighborhood and Zip Code data have been hidden from this data set and are only available upon special request to citysurvey@sfgov.org. 

For more information regarding San Francisco City Survey 1996-2023 Database,  please visit the City Survey website at https://sf.gov/citysurvey or contact the San Francisco Controller's Office at citysurvey@sfgov.org.

Tags: controller, covid, covid-19, library, muni, neighborhoods, parks, police, safety, satisfaction-survey, sidewalks, street, streets, survey, transit, transportation
Organization: City of San Francisco
Neighborhood-Specific Impact Fee Areas

The City imposes development impact fees on development projects in order to mitigate the impacts caused by new development on public services, infrastructure and facilities. For example, the burden on the transit system created by a new office building is offset through the payment of an impact fee used to improve MUNI.

Impact Fees are different from, and apply in addition to, application fees, which are used to cover the cost of the City’s review of a given proposal. For the most part, impact fees are assessed by the Planning Department and are collected by the Department of Building Inspection (DBI) upon permit issuance.

Some impact fees apply throughout the City to various types of development projects. Others apply only in certain neighborhoods. Another type of impact fee only applies when a builder chooses to pay them in-lieu of meeting a particular Planning Code requirement (e.g. usable open space).

Organization: City of San Francisco
HAQR Priority Green Infrastructure Zones

Heat and air quality issues caused by climate change and gas-powered vehicles affect San Francisco communities differently. Tree canopy that would buffer the effects is not equally distributed due to historic racial inequities in infrastructure investment.

To positively affect public health and leverage new federal funding sources, the City and other stakeholders are planning for green infrastructure investments, such as tree planting, sidewalk landscape zones, cool pavement, structural shading,
green schoolyards, and increased areas of stormwater management. This dataset identifies locations where these strategies could have the highest benefit
to community health and make the most effective use of City investment.

SF Public Works mapped a combination of environmental and health data to identify the priority zones. The study layers exposure to fine particulate matter (PM2.5), satellite temperature readings from a recent heat wave, and tree canopy data to identify where exposure is the highest. To further refine the prioritization zone, data was added for residents experiencing asthma or diabetes hospitalizations
which are both exacerbated by heat and air quality issues. 

This created two final maps focused on heat and air quality that combine environmental data and human health. These maps were combined to produce the final priority zones.

Organization: City of San Francisco
Expenditure Lobbyists Registration and Monthly Disclosure Reports (Archived)

Note:  This is an archive of filings from 2016-2018.  Filings submitted starting in 2019 are available via the following public access site:  https://netfile.com/lobbyistpub/#/sfo-exp

An expenditure lobbyist is an individual or entity that spends $2,500 or more in a calendar month to solicit, request, or urge others to communicate directly with a City officer in order to influence local legislative or administrative action.  City officers covered by this rule generally include elected City officials, members of City boards and commissions, and City department heads.

Examples of spending that counts toward the $2,500 registration threshold include public relations, media relations, advertising, public outreach, research, investigation, reports, analysis, and studies to the extent those activities are used to solicit, request or urge other persons to communicate directly with a City officer.

Examples of spending that does not count toward the $2,500 registration threshold include: payments made to a registered “contact” lobbyist who directly contacts City officers; payments made to an organization for membership dues; payments made by an organization to distribute communications to its members; payments made by a news media organization to develop and distribute its publications; and payments made by a client to a representative to appear on the client’s behalf in a legal proceeding before a City agency or department; salary paid by employer to employee for activities to solicit, request, or urge others to communicate directly with an officer of the City in order to influence a matter of local legislative or administrative action.

Each expenditure lobbyist must register by filing a registration form with the Ethics Commission no later than five business days after qualifying as such, and prior to making any additional payments to influence local legislative or administrative action.

Each registered expenditure lobbyist must file monthly reports with the Ethics Commission by the fifteenth day of the month following the calendar month covered by the report. For example, a report covering activity in the month of February must be filed by March 15.  Deadlines falling on a weekend or holiday are extended to the next business day.  Please note the monthly disclosures are different than the registration requirements.

Tags: expenditure-lobbyist-registration-lobbying-disclosure-reports
Organization: City of San Francisco
Urban Tree Canopy

In preparation for the San Francisco Urban Forest Plan (2013), the Planning Department performed an Urban Tree Canopy (UTC) Analysis using aerial imagery and additional data sets to determine a canopy estimate for the City & County of San Francisco. This analysis estimated San Francisco's tree canopy at 13.7%. This number supersedes a 2007 canopy estimate of 11.9% (USDA Forest Service, 2007). Given the differing methodologies used to arrive at these two numbers it is difficult to draw conclusions regarding urban forest growth or decline based on a comparison. The current analysis establishes a baseline and methodology from which future canopy analyses can be conducted and compared over subsequent years to track San Francisco's urban forest growth or decline over time. See the attachment under About for more on the methodology.

Tags: canopy
Organization: City of San Francisco
Campaign Finance - Summary of Third Party Disclosure Forms Regarding San Francisco Candidates - November 6, 2012

San Francisco Campaign and Governmental Conduct Code ("S.F. C&GC Code") sections 1.143(c), 1.152(a)(3), 1.161(b), 1.161.5, and 1.160.5 require persons who make any independent expenditure, electioneering communication, or member communication that clearly identifies a candidate for City elective office or who authorizes, administers or pays for a persuasion poll to file disclosure statements with the Ethics Commission. For detailed instructions, please see Third Party Disclosure Form Regarding Candidates.

Tags: 2012, campaign, candidates, disclosure, election, ethics, finance, november, third-party
Organization: City of San Francisco
Census 2010 Tracts

The TIGER/Line Files are shapefiles and related database files (.dbf) that are an extract of selected geographic and cartographic information from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). The MTDB represents a seamless national file with no overlaps or gaps between parts, however, each TIGER/Line File is designed to stand alone as an independent data set, or they can be combined to cover the entire nation. Census Blocks are statistical areas bounded on all sides by visible features, such as streets, roads, streams, and railroad tracks, and/or by nonvisible boundaries such as city, town, township, and county limits, and short line-of-sight extensions of streets and roads. Census blocks are relatively small in area; for example, a block in a city bounded by streets. However, census blocks in remote areas are often large and irregular and may even be many square miles in area. A common misunderstanding is that data users think census blocks are used geographically to build all other census geographic areas, rather all other census geographic areas are updated and then used as the primary constraints, along with roads and water features, to delineate the tabulation blocks. As a result, all 2010 Census blocks nest within every other 2010 Census geographic area, so that Census Bureau statistical data can be tabulated at the block level and aggregated up to the appropriate geographic areas.

Organization: City of San Francisco
Campaign Consultants - Employment of Local Officeholders and City Employees

This dataset will no longer be updated as of March 2024, and is scheduled to be replaced with a new dataset in January of 2025. New filings are available in scanned paper format through the Ethics Commission's <a href="https://public.netfile.com/pub2/?aid=sfo">public disclosure portal</a>.

If a campaign consultant employs a local officeholder or City employee during the reporting period, the filer must report the name of the officeholder or City employee and describe the nature of the employment by the filer. In addition, if a client of the filer employs a local officeholder or City employee at the behest of the filer during the reporting period, the filer must report the name of the client, the name of each officeholder or City employee hired by the client, and the nature of the employment by the client.

Tags: campaign-consultant, city-employees, employment, ethics, local-officeholders
Organization: City of San Francisco