AndreaBozzo/ceres-open-data-index huggingface dataset:
Poverty rate - ACS 2016-2020 - Tempe Tracts

This layer shows poverty status by age group. Data is from US Census American Community Survey (ACS) 5-year estimates. 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 "Data" tab, and choose "Fields" 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. 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). Vintage: 2016-2020 ACS Table(s): B17020 (Not all lines of these ACS tables are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Data Preparation: Data curated from Esri Living Atlas clipped to Census Tract boundaries that are within or adjacent to the City of Tempe boundary Date of Census update: March 17, 2022 National Figures: [data.census.gov] Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer: [https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6] (Esri's Living Atlas always shows latest data)
Income - ACS 2016-2020 - Tempe Tracts

This layer shows household income ranges for households, families, married couple families, and nonfamily households (as defined by the U.S. Census). Data is from US Census American Community Survey (ACS) 5-year estimates. This layer is symbolized to show median household income. To see the full list of attributes available in this service, go to the "Data" tab, and choose "Fields" 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. Layer includes: * Total households (of various types including households, families, married couple families, and nonfamily households as defined by the U.S. Census) * Household income brackets * Household median income in dollars * Household mean income in dollars 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). Current Vintage: 2016-2020 ACS Table(s): S1901 (Not all lines of this ACS table are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey ] Data Preparation: [Data table] downloaded and joined with Census Tract boundaries that are within or adjacent to the City of Tempe boundary Date of Census update: March 17, 2022 National Figures: [data.census.gov]
Character Area Boundary

The Character Area Boundaries layer shows the areas or groups of neighborhoods that contain common design, land use and commercial characteristics distinct from neighboring areas. Similarities in age of housing, styles of architecture, patterns of development, materials, land use or street patterns, lot size, landscaping, landmarks, social magnets, and/or physical barriers form some of the recognizable differences. Contact: Robbie Aaron [Contact E-mail] Contact Phone: 480-350-8690 Link: N/A Data Source: ArcGIS Server Data Source Type: Geospatial Preparation Method: N/A Publish Frequency: As information changes Publish Method: Automatic [Data Dictionary]
Income  - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows household income ranges for households, families, married couple families, and nonfamily households (as defined by the U.S. Census). Data is from US Census American Community Survey (ACS) 5-year estimates and joined with Tempe census tracts. This layer is symbolized to show median household income. To see the full list of attributes available in this service, go to the "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Layer includes: <!--· Total households (of various types including households, families, married couple families, and nonfamily households as defined by the U.S. Census) <!--· Household income brackets <!--· Household median income in dollars <!--· Household mean income in dollars An 'N' 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). Data is from US Census American Community Survey (ACS) 5-year estimates. Current Vintage: 2015-2019 ACS Table(s): S1901 (Not all lines of this ACS table are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov]
Urban Forestry - Canopy Cover 2021 Update 122821

Most up to date layer for 'Updated_122821_Tempe_CanopyCover_CensusBlock_2019' This dataset contains tree canopy cover layers as derived and calculated via a land cover classification for the City of Tempe and Guadalupe using 2019 NAIP Imagery. The land cover classification utilized a Support Vector Machine Classifier and was calculated for various areas including city boundary, census tracts, census blocks, character areas, etc. This dataset also contains the point locations and attributes of trees maintained by the City of Tempe. The point dataset was obtained by WCA from WCA in Oct 2021. The attributes of interest to this study included unique TreeID, Exact DBH, DBH Range, Height Range, Botanical Name, Common Name, Latitude, and Longitude. Updates to the tree layer were made by joining the results from the Oct 2021 i-Tree report. An i-Tree Eco Analysis was run in Oct 2021 using i-Tree Eco v6.0.22 and the results were joined based on unique tree ID to the Tempe’s tree inventory. Attributes added were: Structural Value ($), Carbon Storage (lb), Carbon Storage ($), Gross Carbon Sequestration (lb/yr), Gross Carbon Sequestration ($/yr), Avoided Runoff (cubicFT/yr), Avoided Runoff ($/yr), Pollution Removal (oz/yr), Pollution Removal ($/yr), Total Annual Benefits ($/yr), Height (ft), Canopy Cover (sqft), Tree Condition, Leaf Area (sqft), Leaf Biomass (lb), Leaf Area Index Basal Area (sqft), Cond, i-Tree_ID_BotName, i-Tree_ID_ComName and i-Tree_ID Genus. The exact definitions, meanings, calculations, etc. for the i-Tree Values can be found on i-Tree’s website via the i-Tree Eco User Manual. For certain layers the individual i-Tree values were aggregated by census tract, census block, zip code, etc. These results can be seen in the polygon layers with the following attribute values: CanopyCoverPer_Final, COUNT_Tree_ID, SUM_Replacement_Value____, SUM_Carbon_Storage__lb_, SUM_Carbon_Storage____, SUM_Gross_Carbon_Sequestration__lb_, SUM_Gross_Carbon_Sequestration____y, SUM_Avoided_Runoff__ftÂ__yr_, SUM_Avoided_Runoff____yr_, SUM_Pollution_Removal__oz_yr_, SUM_Pollution_Removal____yr_, and SUM_Total_Annual_Benefits____yr_ This dataset also contains the Tree Equity Score from American Forests. The Tree Equity Score is a product of American Forests and is a metric that helps cities assess how well they are delivering equitable tree canopy cover to all residents. The score combines measures of tree canopy cover need and priority for trees in urban neighborhoods. It is derived from tree canopy cover, climate, demographic and socioeconomic data. For more information please visit American Forests Tree Equity Score Data dictionaries / resource manuals from i-Tree and American Forests https://www.itreetools.org/support/resources-overview/i-tree-manuals-workbooks https://www.treeequityscore.org/methodology/ Projected Coordinate System: NAD 1983 StatePlane Arizona Central FIPS 0202 (Intl Feet)
Poverty rate - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows poverty status by age group. This layer is Census data from Esri's Living Atlas and is clipped to only show Tempe census tracts. 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 "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Data is from US Census American Community Survey (ACS) 5-year estimates. Vintage: 2015-2019 ACS Table(s): B17020 (Not all lines of these ACS tables are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov] Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer: [https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6] (Esri's Living Atlas always shows latest data)
Language spoken - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows language group of language spoken at home by age. This layer is Census data from Esri's Living Atlas and is clipped to only show Tempe census tracts. 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 "Data" tab, and choose "Fields" at the top right. Data is from US Census American Community Survey (ACS) 5-year estimates. Vintage: 2015-2019 ACS Table(s): B16007 (Not all lines of these ACS tables are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov] Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer: [https://tempegov.maps.arcgis.com/home/item.html?id=527ea2b5ba814c8ca1c34a2945e1b751]
Education - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows education level for adults 25+. Counts broken down by sex. This layer is Census data from Esri's Living Atlas and is clipped to only show Tempe census tracts. 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 "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Data is from US Census American Community Survey (ACS) 5-year estimates. Vintage: 2015-2019 ACS Table(s): B15002 (Not all lines of these ACS tables are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov] Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer: [https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3]
Disability - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows six different types of disability. Data is from US Census American Community Survey (ACS) 5-year estimates and joined with Tempe census tracts. 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 "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Layer includes percent of population with a disability categorized as: · an independent living difficulty · a hearing difficulty · an ambulatory difficulty · a vision difficulty · a cognitive difficulty · a selfcare difficulty Data is from US Census American Community Survey (ACS) 5-year estimates. Vintage: 2015-2019 ACS Table(s): S1810 (Not all lines of this ACS table are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov]
Race and Ethnicity - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows population broken down by race and Hispanic origin. This layer shows Census data from Esri's Living Atlas and is clipped to only show Tempe census tracts. This layer is symbolized to show the predominant race living within an area. To see the full list of attributes available in this service, go to the "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Data is from US Census American Community Survey (ACS) 5-year estimates. Vintage: 2015-2019 ACS Table(s): B03002 (Not all lines of this ACS table are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov] Additional Census data notes and data processing notes are available at the Esri Living Atlas Layer: [https://tempegov.maps.arcgis.com/home/item.html?id=23ab8028f1784de4b0810104cd5d1c8f&view=list&sortOrder=desc&sortField=defaultFSOrder#overview] (Esri's Living Atlas always shows latest data)
Age and Sex - ACS 2015-2019 - Tempe Tracts

Notice: The U.S. Census Bureau is delaying the release of the 2016-2020 ACS 5-year data until March 2022. For more information, please read the [Census Bureau statement] regarding this matter. ----------------------------------------- This layer shows age and sex demographics in Tempe. Data is from US Census American Community Survey (ACS) 5-year estimates and joined with Tempe census tracts. This layer is symbolized to the percent of the population ages 18 to 24 years old. To see the full list of attributes available in this service, go to the "Data" tab, and choose "Fields" at the top right (in ArcGIS Online). Layer includes: Key demographics * Total population * Male total population * Female total population * Percent male total population (calculated) * Percent female total population (calculated) Age and other indicators * Total population by AGE (various ranges) * Total population by SELECTED AGE CATEGORIES (various ranges) * Total population by SUMMARY INDICATORS (including median age, sex ratio, age dependency ratio, old age dependency ratio, child dependency ratio) * Percent total population by AGE (various ranges) * Percent total population by SELECTED AGE CATEGORIES (various ranges) Male by age * Male total population by AGE (various ranges) * Male total population by SELECTED AGE CATEGORIES (various ranges) * Male total population Median age (years) * Percent male total population by AGE (various ranges) * Percent male total population by SELECTED AGE CATEGORIES (various ranges) Female by age * Female total population by AGE (various ranges) * Female total population by SELECTED AGE CATEGORIES (various ranges) * Female total population Median age (years) * Percent female total population by AGE (various ranges) * Percent female total population by SELECTED AGE CATEGORIES (various ranges) Data is from US Census American Community Survey (ACS) 5-year estimates. Current Vintage: 2015-2019 ACS Table(s): S0101 (Not all lines of this ACS table are available in this feature layer.) Data downloaded from: [Census Bureau's API for American Community Survey] Date of Census update: December 10, 2020 National Figures: [data.census.gov]
City of Tempe 2021 Business Survey Data

ABOUT THE CITY OF TEMPE BUSINESS SURVEY REPORTS DATASET This data set includes the results from the Tempe Business Survey, conducted every other year, to gather input from businesses on what is highest in importance to businesses and to learn where businesses are the least and most satisfied. PERFORMANCE MEASURES Data collected in this survey applies directly to the following Performance Measures for the City of Tempe (as of 2021): 5. Financial Stability and Vitality * 5.01 Quality of Business Services The City of Tempe Business Survey was first conducted in 2017 and will occur every two years. Additional Information Source: Business Survey Contact (author): Wydale Holmes Contact E-Mail (author): wydale_holmes@tempe.gov Contact (maintainer): Wydale Holmes Contact E-Mail (maintainer): wydale_holmes@tempe.gov Data Source Type: Excel Preparation Method: The City contracts with a vendor to conduct the survey, analyze the data and prepare for publication. Publish Frequency: Every other year Publish Method: Manual, .pdf
2.24 Employee View Response Rate (summary)

This page provides data for the Employee View Response Rate performance measure. Employee View Response cumulative score summary per fiscal year (Performance Measure 2.24) The performance measure dashboard is available at [2.24 Employee View Response Rate]. Additional Information Source: Department reports Contact: Keith Smith Contact E-Mail: keith_smith@tempe.gov Data Source Type: Excel Preparation Method: Manual Publish Frequency: Annually Publish Method: Manual [Data Dictionary]
COVID-19 Vaccinations by Zip Code

Updated: As of 7/3/2021 the Arizona Department of Health Services is no longer updated its vaccination data. This item has been deprecated as a result. This table provides a daily log of confirmed COVID-19 vaccinations by Zip Code for the state of Arizona. Data are provided by the Arizona Department of Health Services (ADHS). Data Source: Arizona Department of Health Services (AZDHS) daily COVID-19 vaccinations report by zip code ([https://experience.arcgis.com/experience/bcf70a0f5cac4262a411166dbcac9053]). Daily Change is calculated by taking the current day’s vaccination value for a given Postal Code and subtracting the prior day’s value. This resulting value is the Daily Change. Based on reporting from ADHS Daily Change may be a positive or negative number or 0 if no change has been reported. Arizona Department of Health Services (AZDHS) data are scheduled for daily updates at 9:00 AM (COVID-19 cases) and 12:00 PM (COVID-19 vaccinations), but the times when the AZDHS releases that days COVID-19 cases and vaccinations may vary. City of Tempe data are updated each afternoon at 3:00 PM to allow for possible AZDHS delays. When there are AZDHS delays in updating the daily data, dashboard data updates may be delayed by 24 hours. The charts and daily values list can be used to confirm the date of the most recent counts on the COVID-19 cases and vaccinations dashboards. If data are not released by the time of the scheduled daily dashboard refresh, that day's values may appear on the dashboard as an addition to the next day's value. --------------------------------------------------- Please also see the following items for up-to-date COVID-19 vaccination data: COVID-19 Vaccination Rates by Zip Code (Maricopa County) [https://data.tempe.gov/datasets/covid-19-vaccination-rates-by-zip-code-maricopa-county/explore] COVID-19 Vaccination Rates by City (Maricopa County) [https://data.tempe.gov/datasets/covid-19-vaccination-rates-by-city-maricopa-county/explore] --------------------------------------------------- Additional Information Source: Arizona Department of Health Services (AZDHS) daily COVID-19 vaccinations report by zip code ([https://experience.arcgis.com/experience/bcf70a0f5cac4262a411166dbcac9053]) Contact (author): n/a Contact E-Mail (author): n/a Contact (maintainer): City of Tempe Open Data Team Contact E-Mail (maintainer): [data@tempe.gov] Data Source Type: Table Preparation Method: Data are exposed via ArcGIS Server and its REST API. Publish Frequency: Daily Publish Method: Data are downloaded each afternoon once ADHS updates its public API. Data are transformed and appended to a table in Tempe’s Enterprise GIS. [Data Dictionary]
Flood Irrigated Service Areas

The Flood Irrigated Service Area layer shows which areas of Tempe are covered by active city-owned flood irrigation services. Contact: Robbie Aaron Contact E-Mail: [robbie_aaron@tempe.gov] Contact Phone: N/A Link: N/A Data Source: SQL Server/ArcGIS Server Data Source Type: Geospatial Preparation Method: N/A Publish Frequency: As information changes Publish Method: Automatic [Data Dictionary]
Poverty rate  - ACS 2014-2018 - Tempe Tracts

This feature layer provides the poverty rate for the City of Tempe by census tract. The feature layer was created by clipping the ACS Poverty Status Variables - Boundaries 2014-2018, downloaded from Esri's Living Atlas, to the City of Tempe boundary layer. [https://tempegov.maps.arcgis.com/home/item.html?id=0e468b75bca545ee8dc4b039cbb5aff6]
Education  - ACS 2014-2018 - Tempe Tracts

This feature layer provides the educational attainment levels in the City of Tempe by census tract. The feature layer was created by clipping the ACS Educational Attainment Variables - Boundaries 2014-18, downloaded from Esri's Living Atlas, to the City of Tempe boundary layer. [https://tempegov.maps.arcgis.com/home/item.html?id=84e3022a376e41feb4dd8addf25835a3]
City of Tempe 2020 Employee Survey Data

ABOUT THE CITY OF TEMPE EMPLOYEE SURVEY REPORT (DATASET) This report (dataset) includes the results from the Tempe Employee Survey, conducted every other year, to gather input from employees about issues in six major areas: professional development and career mobility; organizational support; supervisions and working environment; compensation and benefits; employee engagement; and peer relationships. Participation in the survey is voluntary and confidential. Employees are able to complete the survey during work hours or at home, with surveys directly returned to the vendor conducting the survey. In many of the survey questions, survey respondents are asked to rate their agreement level with a given statement on a scale of 5 to 1, where 5 means "Strongly Agree" and 1 means "Strongly Disagree" (while some questions follow another scale). The survey has a 95% confidence level. PERFORMANCE MEASURES Data collected in this survey applies directly to the following Performance Measures for the City of Tempe: 1. Safe and Secure Communities * 1.11 Feeling Safe in City Facilities 2. Strong Community Connections * 2.13 Employee Engagement * 2.25 Employee Work-Related Needs 3. Quality of Life * No performance measures in this category presently relate directly to the Employee Survey 4. Sustainable Growth & Development * No performance measures in this category presently relate directly to the Employee Survey 5. Financial Stability & Vitality * No performance measures in this category presently relate directly to the Employee Survey The City of Tempe Employee Survey was first conducted in 2016 and occurs every two years. Additional Information Source: Employee Survey Contact (author): Aaron Peterson Contact E-Mail (author): aaron_peterson@tempe.gov Contact (maintainer): Aaron Peterson Contact E-Mail (maintainer): aaron_peterson@tempe.gov Data Source Type: PDF Preparation Method: NA Publish Frequency: Biennial Publish Method: Manual