AndreaBozzo/ceres-open-data-index huggingface dataset:
Bird MDS Geofence Zones (GBFS) (Open Data)

The General Bikeshare Feed Specification, known as GBFS, is the open data standard for shared mobility. GBFS makes real-time data feeds in a uniform format publicly available online, with an emphasis on findability. GBFS is intended to make information publicly available online; therefore information that is personally identifiable is not currently and will not become part of the core specification. GBFS was created in 2014 by [Mitch Vars] with collaboration from public, private sector and non-profit shared mobility system owners and operators, application developers, and technology vendors. [Michael Frumin], [Jesse Chan-Norris] and others made significant contributions of time and expertise toward the development of v1.0 on behalf of Motivate International LLC (now Lyft). The [North American Bikeshare Association’s] endorsement, support, and hosting was key to its success starting in 2015. In 2019, NABSA chose MobilityData to govern and facilitate the improvement of GBFS. MobilityData hosts a [GBFS Resource Center] and a [public GBFS Slack channel] - you are welcome to contact us there or at [sharedmobility@mobilitydata.org] with questions. GBFS is intended as a specification for real-time, read-only data - any data being written back into individual shared mobility systems are excluded from this spec. The specification has been designed with the following concepts in mind: * Provide the status of the system at this moment * Do not provide information whose primary purpose is historical The data in the specification contained in this document is intended for consumption by clients intending to provide real-time (or semi-real-time) transit advice and is designed as such. [https://github.com/MobilityData/gbfs]
Impact Report (FY24/25)

This dataset contains annual results from the City of Tempe’s Impact Report for fiscal year 2024-2025, produced by the Tempe Department of Health and Human Services and Tempe Community Council. It summarizes key outcomes from programs and services that address community needs such as homelessness, mental health, youth development, and support for vulnerable populations. The data reflects progress made through targeted investments and initiatives guided by the Social Determinants of Health model. It is used to measure results, guide future planning, and ensure resources are directed where they make the greatest impact. [Data Dictionary] Additional Information: Source: Excel document Contact: Kimberly Van Nimwegen Contact E-Mail: Kimberley_VanNimwegen@tempe.gov Data Source Type: Excel / Table, ZoomGrants Preparation Method: Data is collected from multiple programs and services. Staff and partners enter summarized results into a shared Excel file, or ZoomGrants database which is compiled into the annual dataset. Publish Frequency: Annual Publish Method: Manual
Impact Report (FY23/24)

This dataset contains annual results from the City of Tempe’s Impact Report for fiscal year 2023-2024, produced by the Tempe Department of Health and Human Services and Tempe Community Council. It summarizes key outcomes from programs and services that address community needs such as homelessness, mental health, youth development, and support for vulnerable populations. The data reflects progress made through targeted investments and initiatives guided by the Social Determinants of Health model. It is used to measure results, guide future planning, and ensure resources are directed where they make the greatest impact. [Data Dictionary] Additional Information: Source: Excel document Contact: Kimberly Van Nimwegen Contact E-Mail: Kimberley_VanNimwegen@tempe.gov Data Source Type: Excel / Table, ZoomGrants Preparation Method: Data is collected from multiple programs and services. Staff and partners enter summarized results into a shared Excel file, or ZoomGrants database which is compiled into the annual dataset. Publish Frequency: Annual Publish Method: Manual
1.22 PQI Average Citywide (summary)

This resource represents the annual citywide average PQI. This resource is used in the indicators found in the Safe and Secure Communities dashboard. Tempe’s roadways are an important means of transportation for residents, the workforce, students, and visitors. Tempe measures the quality and condition of its roadways using a Pavement Quality Index (PQI). This measure, rated from a low of 0 to a high of 100, is used by the City to plan for maintenance and repairs, and to allocate resources in the most efficient way possible. This measure is created using pavement quality data maintained in the RoadMatrix Pavement Management Program. About every three years, the City surveys pavement, such as the smoothness of roadways and any signs of distress in the pavement surface. This data is then used to calculate the PQI, which determines roadway maintenance prioritization schedules as well as the most optimal road treatment options (such as placing a filler material in the cracks and treating the entire pavement surface, milling and replacing the top layer of the asphalt pavement, reconstructing the street section) This page provides data for the performance measure related to PQI. To access geospatial data regarding PQI, please visit https://data.tempe.gov/dataset/pavement-quality-index-segments The performance measure dashboard is available at [1.22 Pavement Quality Index] Additional Information Source: Stantec/Road Matrix Contact (author): Isaac Chavira Contact E-Mail (author): isaac_chavira@tempe.gov Contact (maintainer): Sue Taaffe Contact E-Mail (maintainer): sue_taaffe@tempe.gov Data Source Type: CSV Preparation Method: Extracted from Roadmatrix and joined to the GIS network Publish Frequency: Annual (Average PQI)/Quarterly (Segment PQI) Publish Method: Manual [Data Dictionary]
3.29 Transit Satisfaction Survey (summary)

Public transportation services provide residents and visitors with safe and dependable ways to move throughout Tempe to access jobs, medical care, community resources, and recreational opportunities. Every two years, the city of Tempe completes a survey of Tempe residents to gain insights into perceptions about public transit among both riders and non-riders along with bicycle usage, awareness of Tempe in Motion program and the Tempe Youth Free Transit Pass program. Data compares Tempe"s transit satisfaction among transit users and in some cases non users with the city of Phoenix and Valley Metro. Data is not collected every year in some cases. This page provides data for the Transportation System Satisfaction performance measure. The performance measure dashboard is available at [3.29 Transit System Satisfaction]. Additional Information Source: Tempe, Phoenix, Valley Metro Contact: Sue Taaffe Contact E-Mail: sue_taaffe@tempe.gov Data Source Type: Excel Preparation Method: Pdf reports reviewed online and data entered into Excel Publish Frequency: Every Two Years Publish Method: Manual [Data Dictionary ]
3.22 Graffiti Survey (summary)

The Engineering and Transportation Department operates a robust graffiti abatement program. Its strategic approach includes proactive abatement through directed patrols across the City. Tempe performs a yearly survey to identify the number of tags within the City of Tempe. The survey is conducted along several roads from city limit to city limit by the City of Tempe Transportation Maintenance. The average number of tags per mile is calculated to assess graffiti abatement impact and efficacy. This page provides data for the Graffiti Removal performance measure. Summary of annual graffiti survey showing overall average graffiti tags per mile of surveyed road segments. The performance measure dashboard is available at [3.22 Graffiti Removal]. Additional Information Source: Contact: Isaac A. Chavira Contact E-Mail: Isaac_Chavira@tempe.gov Data Source Type: Excel Preparation Method: Publish Frequency: Annual Publish Method: Manual [Data Dictionary]
3.22 Graffiti Survey by Roads (detail)

The Engineering and Transportation Department operates a robust graffiti abatement program. Its strategic approach includes proactive abatement through directed patrols across the City. Tempe performs a yearly survey to identify the number of tags within the City of Tempe. The survey is conducted along several roads from city limit to city limit by the City of Tempe Transportation Maintenance. The average number of tags per mile is calculated to assess graffiti abatement impact and efficacy. This page provides data for the Graffiti Removal performance measure. Annual graffiti survey results showing graffiti tags counted per mile of surveyed road segments. The performance measure dashboard is available at [3.22 Graffiti Removal]. Additional Information Source: Contact: Isaac A. Chavira Contact E-Mail: Isaac_Chavira@tempe.gov Data Source Type: Excel Preparation Method: Publish Frequency: Annual Publish Method: Manual [Data Dictionary]
1.18 Kid Zone Participation by Site (detail)

The Kid Zone Enrichment Program provides a safe and enriching place for students to be in out-of-school time. This dataset provides the percentage of students who are currently enrolled in after school community programs. Data are broken down by school, including school and Kid Zone enrollment. This page provides data for the Kid Zone Participation performance measure. These data are the source of the summary values for Performance Measure 1.18 The performance measure dashboard is available at [1.18 Kid Zone Participation] Additional Information Source: SQL Server Contact: Jeremy King Contact E-Mail: jeremy_king@tempe.gov Data Source Type: SQL Server Preparation Method: Extracted to Excel and combined with data given by the Tempe and Kyrene School districts (school enrollment, Free and Reduced Lunch Percentages). These data are generated from from SQL counts the participants by site with an enrollment end date greater or equal to the report date. Publish Frequency: Annually Publish Method: Manual [Data Dictionary]
5.13 Unemployment Rate (summary)

This data shows a summary of annual unemployment rates for cities within the metro Phoenix area and supports Tempe's Unemployment Rate performance measure. The performance measure page is available at [5.13 Unemployment Rate]. Additional Information Source: [https://www.bls.gov/] Contact (author): Madalaine McConville Contact E-Mail (author): [madalaine_mcconville@tempe.gov] Data Source Type: Excel table Preparation Method: Extracted for selected cities Publish Frequency: Annual Publish Method: Manual [Data Dictionary]
5.03 Capital Investment Created (summary)

Data table for the Capital Investment Created (summary) performance measure. Tempe is a refreshing urban oasis that attracts capital investment with our excellent access to four freeways, proximity to Phoenix Sky Harbor International Airport, and a large, educated workforce. Capital investment is money that is spent by a business to purchase fixed assets, such as land, machinery, or buildings. The City of Tempe is a member of the Greater Phoenix Economic Council (GPEC) and with the membership staff tracks collaborative efforts to recruit business prospects and locates. The Greater Phoenix Economic Council (GPEC) is a performance-driven, public-private partnership. GPEC partners with the City of Tempe, Maricopa County, 22 other communities and more than 170 private-sector investors to promote the region’s competitive position and attract quality jobs that enable strategic economic growth and provide increased tax revenue for Tempe. This dataset provides the target and actual capital investment numbers for the City of Tempe and the actual capital investment value for the Greater Phoenix Economic Council (GPEC). This page provides data for the Capital Investment Created performance measure. The performance measure dashboard is available at [5.03 Capital Investment Created]. Additional Information Contact: Madalaine McConville Contact Email: [Madalaine_McConville@Tempe.gov] Contact Phone: 480-350-2927 Data Source Type: Excel files Preparation Method: Extracted from GPEC monthly and annual reports and proprietary excel files Publish Frequency: Annually Publish Method: Manual [Data Dictionary]
5.02 New Jobs Created (summary)

Tempe is among Arizona's most educated cities, lending to a creative, smart atmosphere. With more than a dozen colleges, trade schools, and universities, about 40 percent of our residents over the age of 25 have Bachelor's degrees or higher. Having such an educated and accessible workforce is a driving factor in attracting and growing jobs for residents in the region. The City of Tempe is a member of the Greater Phoenix Economic Council (GPEC), and with the membership, staff tracks collaborative efforts to recruit business prospects and locations. The Greater Phoenix Economic Council (GPEC) is a performance-driven, public-private partnership. GPEC partners with the City of Tempe, Maricopa County, 22 other communities, and more than 170 private-sector investors to promote the region’s competitive position and attract quality jobs that enable strategic economic growth and provide increased tax revenue for Tempe. This dataset provides the target and actual job creation numbers for the City of Tempe and the Greater Phoenix Economic Council (GPEC). The job creation target for Tempe is calculated by multiplying GPEC's target by twice Tempe's proportion of the population. This page provides data for the New Jobs Created performance measure. The performance measure dashboard is available at [5.02 New Jobs Created]. Additional Information Source: Extracted from GPEC monthly and annual reports and proprietary excel files Contact: Madalaine McConville Contact Phone: 480-350-2927 Data Source Type: Excel files Preparation Method: Extracted from GPEC monthly and annual reports and proprietary Excel files Publish Frequency: Annually Publish Method: Manual [Data Dictionary]
Addresses (Open Data)

This dataset is a compilation of address point data for the City of Tempe. The dataset contains a point location, the official address (as defined by The Building Safety Division of Community Development) for all occupiable units and any other official addresses in the City. There are several additional attributes that may be populated for an address, but they may not be populated for every address. Contact: Lynn Flaaen-Hanna, Development Services Specialist [Contact E-mail] Link: [Map that Lets You Explore and Export Address Data] Data Source: The initial dataset was created by combining several datasets and then reviewing the information to remove duplicates and identify errors. This published dataset is the system of record for Tempe addresses going forward, with the address information being created and maintained by The Building Safety Division of Community Development. Data Source Type: ESRI ArcGIS Enterprise Geodatabase Preparation Method: N/A Publish Frequency: Weekly Publish Method: Automatic [Data Dictionary]
3.05 Subsidized Housing (summary)

This dataset provides information on Tempe's subsidized housing program. Tempe has a fixed number of Housing Choice Vouchers (HCVs) based on our HUD contract, which represents the maximum number of families that the Housing Authority could assist. Congress and HUD do not fund the program to assist all of the families we are allotted to assist. We can only assist the number of families we have the budget to assist. HUD provides an initial funding amount based on what they anticipate they will allocate to housing assistance payments. The actual amount of funding received is subject to change depending on Federal Budget priorities, Congressional approval and many other factors. Expenditures are reported monthly, as HUD requires expenses to be posted in the month they were incurred rather than the month the expense was paid. The performance measure dashboard is available at [3.05 Subsidized Housing]. Additional Information Source: Manually maintained data, Housing Pro and Quickbooks Contact: Irma Hollamby Cain Contact Phone: 480-858-2264 Data Source Type: Excel Preparation Method: Monthly values are calculated by determining the month each of the expenditures was for and retroactively accruing the funding use to the appropriate period. There are multiple, multistep excel worksheets that are used to balance between the specialty Housing Software, City Financial System and the HUD mandated reporting system. Additionally, it is important to note that Funding is allocated by Congress on the Federal Fiscal Year (October - September), the City operates on a Fiscal Year (July - June) and HUD provides funding on the Housing Authority in Calendar Year (January - December) funding increments. Therefore, the City must cross balance between three funding years. Publish Frequency: Annually Publish Method: Manual [Data Dictionary ]
1.19 Housing Quality Standards (summary)

Tempe’s Housing Choice Voucher program provides federally subsidized housing to eligible low-income families. The program is designed to provide housing that is affordable, decent, safe, and sanitary. All dwelling units are inspected prior to a tenant moving into the unit and then inspected annually. Tenants and landlords may request inspections for maintenance issues that impact health and safety. This data represents the resolution rate for all Housing Quality Standard issues related to life, health, or safety within 24 hours. This page provides data for the Housing Quality Standards performance measure. The performance measure dashboard is available at [1.19 Housing Quality Standards] Additional Information Source: Manually maintained data, Housing Pro, and Excel Contact: Irma Hollamby Cain Contact E-Mail: irma_hollambycain@tempe.gov Data Source Type: Preparation Method: A tracking log is maintained for units that fail the initial inspection. The required fix timeframe of 24 hour or 30 days is documented and then the unit is manually tracked for re-inspection. Publish Frequency: Quarterly Publish Method: Manual [Data Dictionary]
1.19 Housing Quality Standards (detail)

Tempe’s Housing Choice Voucher program provides federally subsidized housing to eligible low-income families. The program is designed to provide housing that is affordable decent, safe and sanitary. All dwelling units are inspected prior to a tenant moving into the unit and then inspected annually. Tenants and landlords may request inspections for maintenance issues that impact health and safety. This data represents the resolution rate for all Housing Quality Standard issues related to life, health, or safety within 24 hours. This page provides data for the Housing Quality Standards performance measure. The performance measure dashboard is available at [1.19 Housing Quality Standards] Additional Information Source: Manually maintained data, Housing Pro, and Excel Contact: Irma Hollamby Cain Contact E-Mail: irma_hollambycain@tempe.gov Data Source Type: Preparation Method: A tracking log is maintained for units that fail the initial inspection. The required fix timeframe of 24 hour or 30 days is documented and then the unit is manually tracked for re-inspection. Publish Frequency: Quarterly Publish Method: Manual [Data Dictionary]
5.07 Employee Turnover (summary)

Turnover data by fiscal year for the City of Tempe compared to the seven market cities, which include Chandler, Gilbert, Glendale, Mesa, Phoenix, Peoria, and Scottsdale. There are two totals, one with and one without retirees. Please note that the Valley Benchmark Cities’ annual average is unavailable for FY 2020/2021 due to a gap in data collection during that year. Please note that corrections were made to the data, including historic data, due to additional review and research on the data on 10/2/2024. This page provides data for the Employee Turnover performance measure. The performance measure dashboard is available at [5.07 Employee Turnover]. [Data Dictionary] Additional Information Source: Department Reports Contact: Lawrence La Victoire Contact E-Mail: lawrence_lavictoire@tempe.gov Data Source Type: Excel Preparation Method: Extracted from PeopleSoft, and requested data from other cities is entered manually into a spreadsheet, and calculations are conducted to determine the percent of turnover per fiscal year Publish Frequency: Annually Publish Method: Manual
1.28 Criminal Division Timely Case Management (summary)

Achieve rates for case conclusions of less than 180 days of 93% for Misdemeanor Driving Under the Influence (DUI) and 98% for Misdemeanor non-DUI as benchmarked by Arizona Supreme Court’s Time Standards. The performance measure dashboard is available at [1.28 Timely Case Management - Misdemeanors]. Additional Information Source: Tempe Municipal Court case aging report Contact: Sonia Espinoza Contact E-Mail: [sonia_espinoza@tempe.gov] Data Source Type: Excel table Preparation Method: The data is extracted from the Tempe Municipal Court's Case Management System. Publish Frequency: Annually Publish Method: Manual [Data Dictionary]
Housing - ACS 2019-2023 - Tempe Tracts

This layer shows occupied housing units broken down by renter-occupied and owner-occupied status. Data is from the US Census American Community Survey (ACS) 5-year estimates. This layer is symbolized to show the percent of occupied housing units that is renter-occupied. 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: 2019-2023 ACS Table: S2502 (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 downloaded and joined with Census Tract boundaries that are within or adjacent to the City of Tempe boundary Date of Census update: December 12, 2024 National Figures: [data.census.gov]