AndreaBozzo/ceres-open-data-index huggingface dataset:
Heat Vulnerability Index Rankings

The Heat Vulnerability Index (HVI) shows neighborhoods whose residents are more at risk for dying during and immediately following extreme heat. It uses a statistical model to summarize the most important social and environmental factors that contribute to neighborhood heat risk. The factors included in the HVI are surface temperature, green space, access to home air conditioning, and the percentage of residents who are low-income or non-Latinx Black. Differences in these risk factors across neighborhoods are rooted in past and present racism.  Neighborhoods are scored from 1 (lowest risk) to 5 (highest risk) by summing the following factors and assigning them into 5 groups (quintiles):                                                                                                                                                                     
<br>Median Household Income (American Community Survey 5 year estimate, 2016-2020)
Percent vegetative cover (trees, shrubs or grass) (2017 LiDAR, NYC DOITT)
Percent of population reported as Non-Hispanic Black on Census 2020
Average surface temperature Fahrenheit from ECOSSTRESS thermal imaging, August 27,2020
Percent of households reporting Air Conditioning access, Housing ad Vacancy Survey, 2017

Tags: air-conditioning, climate-change, heat, land-cover, mortality, poverty, temperature, urban-heat-island
Organization: City of New York
2022 Energy Benchmarking All Sites

The Energy Benchmarking Law requires the County to make annually reported energy benchmarking information readily available to the public. This dataset reflects data received by the publish date and does not include individually attributable data for buildings in Group 3 and 4, as CY 2022 was the first year that these buildings were required to report to DEP.

Tags: benchmarking-law, building-energy, commercial-buildings, montgomery-county
Organization: Montgomery County of Maryland
Local Enterprise Zone Reports (Miscellaneous)

This page was created to attach miscellaneous Enterprise Zone (EZ) programmatic information not directly related other components of the program.  Documents uploaded here include reports received by Business Oregon from local governments in fulfillment of ORS 276A.256(6).

For more information on Enterprise Zones, please visit 
https://www.oregon.gov/biz/programs/enterprisezones
From this page, you can also access Transparency Reporting links for Parts A-D of the program.

To access information pertaining long-term rural Enterprise Zones, please visit
https://www.oregon.gov/biz/programs/enterprisezones/Long-TermRuralEnterpriseZone/Pages/default.aspx

Tags: enterprise-zone, ez, fiscal-year-2023, fiscal-year-2024, local-enterprise-zone
Organization: State of Oregon
City of Tempe 2018 Community Survey Data

<span style='color: rgb(68, 72, 73); font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: medium;'>Community Survey data provided by ETC Institute. Survey is conducted annually. These survey reports help determine priorities for the community as part of the City's on-going strategic planning process.</span>

Tags: arizona, community-attitude-survey, community-survey, survey, tempe
Organization: City of Tempe
language

This feature layer provides the educational attainment levels in the City of Tempe by census tract. The feature layer was created by clipping the <i>ACS Educational Attainment Variables - Boundaries 2014-18, </i>downloaded from Esri's Living Atlas,<i> </i>to the City of Tempe boundary layer.<div><br /></div><div><a href='https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3' rel='nofollow ugc'>https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3</a><br /></div>

Tags: census, equity
Organization: City of Tempe
education

This feature layer provides the educational attainment levels in the City of Tempe by census tract. The feature layer was created by clipping the <i>ACS Educational Attainment Variables - Boundaries 2014-18, </i>downloaded from Esri's Living Atlas,<i> </i>to the City of Tempe boundary layer.<div><br /></div><div><a href='https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3' rel='nofollow ugc'>https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3</a><br /></div>

Tags: census, equity
Organization: City of Tempe
Census Block Groups Boundaries

<div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Boundaries of Census Block Groups (2020) in the City of Tempe. </span></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><br /></span></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Please note that Block Group boundaries have been clipped to the City of Tempe boundary and may not represent the full size or shape of the Block Group. </span></div>

Tags: block-groups, census
Organization: City of Tempe
Income - ACS 2016-2020 - Tempe Tracts

<div>This layer shows household income ranges for households, families, married couple families, and nonfamily households (as defined by the U.S. Census). </div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates. </div><div><br /></div><div>This layer is symbolized to show median household income. To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right (in ArcGIS Online). To view only the census tracts that are predominantly in Tempe, add the expression <i>City is Tempe</i> in the map filter settings.</div><div><br /></div><div>Layer includes:</div><div><ul><li>Total households (of various types including households, families, married couple families, and nonfamily households as defined by the U.S. Census)</li><li>Household income brackets</li><li>Household median income in dollars</li><li>Household mean income in dollars</li></ul></div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Current Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> S1901 (Not all lines of this ACS table are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey </a></div><div><b>Data Preparation:</b> <a href='https://data.census.gov/cedsci/table?q=S1901&amp;g=0500000US04013%241400000&amp;y=2020&amp;d=ACS%205-Year%20Estimates%20Subject%20Tables&amp;tid=ACSST5Y2020.S1901' target='_blank' rel='nofollow ugc noopener noreferrer'>Data table</a> downloaded and joined with Census Tract boundaries that are within or adjacent to the City of  Tempe boundary</div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=S1901&amp;y=2020&amp;d=ACS%205-Year%20Estimates%20Subject%20Tables' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div>

Tags: acs, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, census, census-bureau, current-year, demographics, income, income-distribution, income-ranges, people, policy, tempe, tracts
Organization: City of Tempe
Poverty rate - ACS 2016-2020 - Tempe Tracts

<div>This layer shows poverty status by age group. </div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates.</div><div><br /></div><div>This layer is symbolized to show the percentage of the population whose income falls below the Federal poverty line. To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right (in ArcGIS Online). To view only the census tracts that are predominantly in Tempe, add the expression <i>City is Tempe</i> in the map filter settings.</div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> B17020 (Not all lines of these ACS tables are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey</a> </div><div><b>Data Preparation:</b> Data curated from Esri Living Atlas clipped to Census Tract boundaries that are within or adjacent to the City of Tempe boundary</div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=B17020&amp;g=0500000US04013%241400000&amp;y=2020&amp;tid=ACSDT5Y2020.B17020' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div><div><br /></div><div>Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer:</div><div><a href='https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6' target='_blank' rel='nofollow ugc noopener noreferrer'>https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6</a> (Esri's Living Atlas always shows latest data)</div>

Tags: acs, age, age-range, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, census, census-bureau, child, child-poverty, current-year, demographics, people, policy, poverty, tempe, tracts
Organization: City of Tempe
SMART Bus Stops 2016

Most current available data on Suburban Mobility Authority for Regional Transportation (SMART) bus stops in the Tri-County area of Southeast Michigan.<div><br /></div><div>Click <a href='http://www.datadrivendetroit.org/metadata/SMART_bus_stops_2016_metadata.xlsx' target='_blank'>here</a> for metadata.</div>

Tags: bus, county, detroit, public, smart, stops, transit, transportation, tri
Organization: City of Ferndale, Michigan
Low Income Housing Tax Credit Sites 2015

HUD provided site locations for developments using Low-Income Housing Tax Credits for 2015. Data was obtained for the Housing section of Little Caesar's Arena District Needs Assessment.<div><br /></div><div>Click <a href='http://www.datadrivendetroit.org/metadata/Low_Income_Housing_Tax_Credit_Sites_2015_Metadata.xlsx' target='_blank'>here </a>for metadata (descriptions of the fields).<br /></div>

Tags: arena-district, detroit, housing, low-income, needs-assessment, property-and-land-use, tax-credit, units
Organization: City of Ferndale, Michigan
Language spoken - ACS 2016-2020 - Tempe Tracts

<div>This layer shows language group of language spoken at home by age. </div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates.</div><div><br /></div><div>This layer is symbolized to show the percentage of the population age 5+ who speak Spanish at home. To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right. To view only the census tracts that are predominantly in Tempe, add the expression <i>City is Tempe</i> in the map filter settings.</div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> B16007 (Not all lines of these ACS tables are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey</a> </div><div><b>Data Preparation: </b>Data curated from Esri Living Atlas clipped to Census Tract boundaries that are within or adjacent to the City of Tempe boundary</div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=B16007&amp;y=2020' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div><div><br /></div><div>Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer:</div><div><a href='https://tempegov.maps.arcgis.com/home/item.html?id=527ea2b5ba814c8ca1c34a2945e1b751' target='_blank' rel='nofollow ugc noopener noreferrer'>https://tempegov.maps.arcgis.com/home/item.html?id=527ea2b5ba814c8ca1c34a2945e1b751</a><br /></div>

Tags: acs, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, census, census-bureau, current-year, demographics, english, language, people, policy, spanish, tempe, tracts
Organization: City of Tempe
Disability - ACS 2016-2020 - Tempe Tracts

<div>This layer shows six different types of disability. </div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates.</div><div><br /></div><div>This layer is symbolized to show the percent of population with a disability. To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right (in ArcGIS Online). To view only the census tracts that are predominantly in Tempe, add the expression City is Tempe in the map filter settings.</div><div><br /></div><div>Layer includes percent of population with a disability categorized as:</div><div><ul><li>an independent living difficulty</li><li>a hearing difficulty</li><li>an ambulatory difficulty</li><li>a vision difficulty</li><li>a cognitive difficulty</li><li>a selfcare difficulty</li></ul></div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> S1810 (Not all lines of this ACS table are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey</a> </div><div><b>Data Preparation:</b> <a href='https://data.census.gov/cedsci/table?q=S1810%3A%20DISABILITY%20CHARACTERISTICS&amp;g=0500000US04013%241400000&amp;y=2020&amp;d=ACS%205-Year%20Estimates%20Subject%20Tables&amp;tid=ACSST5Y2020.S1810' target='_blank' rel='nofollow ugc noopener noreferrer'>Data table</a> downloaded and joined with Census Tract boundaries that are within or adjacent to the City of  Tempe boundary</div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=S1810%3A%20DISABILITY%20CHARACTERISTICS&amp;y=2020&amp;d=ACS%205-Year%20Estimates%20Subject%20Tables' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div>

Tags: acs, ambulatory-disability, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, census, census-bureau, cognitive-disability, counties, current-year, demographics, disability, functional-needs, hearing-difficulty, independent-living-disability, people, policy, self-care-disability, states, tracts, vision-difficulty
Organization: City of Tempe
Education - ACS 2016-2020 - Tempe Tracts

<div>This layer shows education levels. Counts are broken down by sex. </div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates.</div><div><br /></div><div>This layer is symbolized by the percentage of adults (25+) who were not high school graduates. To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right (in ArcGIS Online). To view only the census tracts that are predominantly in Tempe, add the expression <i>City is Tempe</i> in the map filter settings.</div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> B15002 (Not all lines of these ACS tables are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey</a> </div><div><b>Data Preparation:</b> Data curated from Esri Living Atlas clipped to Census Tract boundaries that are within or adjacent to the City of Tempe boundary</div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=B15002%3A%20SEX%20BY%20EDUCATIONAL%20ATTAINMENT%20FOR%20THE%20POPULATION%2025%20YEARS%20AND%20OVER&amp;g=0500000US04013%241400000&amp;y=2020&amp;tid=ACSDT5Y2020.B15002' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div><div><br /></div><div>Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer:</div><div><a href='https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3' target='_blank' rel='nofollow ugc noopener noreferrer'>https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3</a><br /></div><div><br /></div>

Tags: acs, age, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, associates, bachelors, census, census-bureau, college, current-year, demographics, education, female, gender, high-school, male, people, policy, sex, tempe, tracts
Organization: City of Tempe
Housing - ACS 2016-2020 - Tempe Zip Codes

<div>This layer shows housing units broken down by owner occupied and renter occupied in Tempe Zip Codes.</div><div><br /></div><div>Data is from US Census American Community Survey (ACS) 5-year estimates.</div><div><br /></div><div>To see the full list of attributes available in this service, go to the &quot;Data&quot; tab, and choose &quot;Fields&quot; at the top right (in ArcGIS Online).</div><div><br /></div><div><i>A ‘Null’ entry in the estimate indicates that data for this geographic area cannot be displayed because the number of sample cases is too small (per the U.S. Census).</i></div><div><br /></div><div><b>Vintage:</b> 2016-2020</div><div><b>ACS Table(s):</b> S2502 (Not all lines of this ACS table are available in this feature layer.)</div><div><b>Data downloaded from:</b> <a href='https://www.census.gov/data/developers/data-sets.html' target='_blank' rel='nofollow ugc noopener noreferrer'>Census Bureau's API for American Community Survey</a> </div><div><b>Data Preparation:</b> <a href='https://data.census.gov/cedsci/table?q=S2502%3A%20DEMOGRAPHIC%20CHARACTERISTICS%20FOR%20OCCUPIED%20HOUSING%20UNITS&amp;g=860XX00US85281,85282,85283,85284&amp;y=2020&amp;tid=ACSST5Y2020.S2502' target='_blank' rel='nofollow ugc noopener noreferrer'>Data table</a><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'> downloaded and joined with Zip Code boundaries in the City of Tempe.</span></div><div><b>Date of Census update:</b> March 17, 2022</div><div><b>National Figures:</b> <a href='https://data.census.gov/cedsci/table?q=S2502%3A%20DEMOGRAPHIC%20CHARACTERISTICS%20FOR%20OCCUPIED%20HOUSING%20UNITS&amp;y=2020' target='_blank' rel='nofollow ugc noopener noreferrer'>data.census.gov</a></div><div><br /></div>

Tags: acs, american-community-survey, american-community-survey-acs-2016-2020-5-year-estimates, census, census-bureau, demographics, housing, housing-units, owner, people, policy, population, renter, zip-code
Organization: City of Tempe
Medicaid CY2017 byMSA 20181106

This dataset contains Medicaid data from patients under 18 years of age, by Metropolitan Statistical Area (MSA), in Michigan in 2017. This dataset contains percentage of visits to the Emergency Room, Hospital, and Urgent Care, noting Asthma and Diabetes patients. Medicaid data was provided by the Michigan Department of Health and Human Services (MDHHS) to Data Driven Detroit in 2018. Data Driven Detroit aggregated the dataset for a statewide analysis. Null values represent no Medicaid data or suppressed numbers (smaller than 6) to protect the information of individuals.<div><br /></div><div>Click <a href='https://www.datadrivendetroit.org/metadata/Medicaid_CY2017_byMSA_Metadata__20181106.xlsx' target='_blank' rel='nofollow ugc noopener noreferrer'>here</a> for metadata (descriptions of the fields).<br /></div>

Tags: health, metropolitan_statistical_area
Organization: City of Ferndale, Michigan
Crime Detroit Block 2016

The Detroit Police Department provided property and violent crime location data for 2016. Data Driven Detroit aggregated the data up to a block level. Data was obtained for the health and Safety section of Little Caesar's Arena District Needs Assessment.<div><br /></div><div>Click <a href='http://www.datadrivendetroit.org/metadata/Crime_Detroit_byBlock_2016_Metadata.xlsx' target='_blank'>here</a> for metadata (descriptions of the fields).<br /></div>

Tags: arena-district, block, census-block, crime, detroit, needs-assessment, property, public-safety, violent
Organization: City of Ferndale, Michigan