AndreaBozzo/ceres-open-data-index huggingface dataset:
Land Use Inventory Detailed

The land inventory is based on several sources. The polygon geography is taken from appraisal district parcel layers merged together. A land use inventory is performed by classifying land according to a coding system that reflects the primary improvements (buildings or structures) on each parcel. Most of the land use information is attached through a GIS Union from past land use inventories. Undeveloped parcels are checked against building permit, aerial photos, and appraisal records, generally collected during the fall, or when data was made available. Information is collected only in the City of Austin’s Full, Limited Purpose, and Extra-territorial jurisdictions, and not entire counties.
Land Database 2021

This data is provided as a one-off project and there are no plans to update it. The data is collected from the 3 main appraisal districts and users may go to them to obtain land records and appraisal data, or contact HPD staff for assistance. This layer contains land use, zoning, and appraisal data for the purposes of long-range planning and scenario modelling, current to October 2016, but based on a variety of sources with different capture dates. The land use information and parcel geography are based on a land use inventory. It also includes estimates of residential units based on building permit, appraisal data, aerials, and a variety of other sources. An ArcGIS lyr file is also provided to allow users to draw this GIS layer in ArcMap.
Issued Tree Permits

[View the City of Austin Open Data Terms of Use] This dataset was created by the City of Austin to compile information regarding all issued Tree Permit folders in AMANDA. The dataset contains information regarding the species, condition, and trunk diameter of the tree. It also includes geographic information like Council District and Jurisdiction Type. These permits are created throughout various review process at the City of Austin. The point dataset contains information regarding active tree permits that were created throughout the City of Austin's review process. Information in this dataset has been retrieved from the City's Application Management and Data Automation (AMANDA) database. The dataset contains information on location, permit type, date of issue/expiration, heritage status, species, trunk diameter, condition, reason for request, council district, jurisdiction, associated fee, link to permit, and more. Austin Development Services Data Disclaimer: ---------------------------------------------------------------------------------------------- 1. The data provided are for informational use only and may differ from official department data. 2. Austin Development Services’ database is continuously updated, so reports run at different times may produce different results. Care should be taken when comparing against other reports as different data collection methods and different data sources may have been used. 3. Austin Development Services does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided.
Issued Sign/Banner Permits

[View the City of Austin Open Data Terms of Use] This dataset was created by the City of Austin to compile information regarding all sign/banner permits folders in AMANDA. The dataset contains information regarding the type, size, applicant, and location of the sign and permit. It also includes geographic information like Council District and Jurisdiction Type. The point dataset contains information regarding issued sign/banner permits that were created if the permit is tied to a property. Information in this dataset has been retrieved from the City's Application Management and Data Automation (AMANDA) database. The dataset contains information on location, banner direction, illumination type, variance requirement, installation date, type of sign, and removal date. Austin Development Services Data Disclaimer: ---------------------------------------------------------------------------------------------- 1. The data provided are for informational use only and may differ from official department data. 2. Austin Development Services’ database is continuously updated, so reports run at different times may produce different results. Care should be taken when comparing against other reports as different data collection methods and different data sources may have been used. 3. Austin Development Services does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided.
Issued Construction Permits

[View the City of Austin Open Data Terms of Use] Building, Electrical, Mechanical, and Plumbing Permits and Driveway/Sidewalk Permits issued by the City of Austin. Includes relevant details such as issue date, location, council district, expiration date, description of work, square footage, valuation, and units. This dataset is compliant with the Building & Land Development Specification (BLDS) data standard. Austin Development Services Data Disclaimer: ---------------------------------------------------------------------------------------------- 1. The data provided are for informational use only and may differ from official department data. 2. Austin Development Services’ database is continuously updated, so reports run at different times may produce different results. Care should be taken when comparing against other reports as different data collection methods and different data sources may have been used. 3. Austin Development Services does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided.
INLANDWATERS_creeks_lines

Combination of stream centerlines created from aerial orthophotography, planimetrics based on LIDAR data "Hydro_L" (a non continuous stream) and construction plans which has been updated and edited to be a continuous stream. Creeks_line_mains is the maintenance version of this layer. One item in the "Fea_Code" attribute domain has been renamed from "Concrete lined open channel" to "altered channel" and an additional domain descriptor has been added called "Altered channel (roadside)". The "Comments" field is used to further define an altered channel's sub-type as "Concrete lined". Features previously labeled as concrete lined in the "Fea-Code" field are identified as such in the "Comments" field. Identifying altered channels (roadsides) will be on an ongoing basis.
Individuals in High-Risk Areas Receiving Emergency Notifications

This dataset records how many individuals in high risk areas are signed up to receive emergency notifications. This measure is tracked by the City of Austin Office of Homeland Security and Emergency Management. The regional notification system that is used across Central Texas is called Warn Central Texas. It is managed by the Capital Area Council of Governments and is who is providing the data for those who are registered in high risk disaster areas. For this dataset, high disaster areas have been identified as places with a high risk of wildfire and a high risk of river or creek flooding.
Impervious Cover 2023

This dataset entails the delineation of impervious surfaces and artificial land cover types extracted from aerial imagery captured in 2023. Utilization within the City of Austin The dataset plays a pivotal role in several municipal functions, encompassing the computation of the Drainage Charge managed by Austin Watershed Protection, wildfire assessments, emergency operations planning, transportation asset monitoring, urban forest management, and more. Data Updates New aerial imagery and impervious cover data are acquired by the city every two years, resulting in distinct datasets for each capture. As of its initial capture in early 2023, there have been no subsequent updates to this dataset. Downloading Instructions Some users have reported issues downloading the data. Due to the large size of the dataset, downloading can take longer than expected. We recommend following these instructions to download the data. 1. Click on 'Export'. 2. Choose the desired export format from the dropdown menu. 3. Initiate the download by clicking 'Download'. 4. It's essential to allow your browser ample time to process the download. Even if no immediate action appears to occur, please refrain from closing the browser window. Depending on your internet speed, the download process can take between 10 to 30 minutes due to the substantial size of the data. 5. Once the download commences in your browser, allow it to finish entirely. 6. Should you encounter any issues during the download process, kindly contact the dataset owner for assistance.
Impervious Cover 2021

This dataset entails the delineation of impervious surfaces and artificial land cover types extracted from aerial imagery captured in early 2021. Utilization within the City of Austin The dataset plays a pivotal role in several municipal functions, encompassing the computation of the Drainage Charge managed by Austin Watershed Protection, wildfire assessments, emergency operations planning, transportation asset monitoring, urban forest management, and more. Data Updates New aerial imagery and impervious cover data are acquired by the city every two years, resulting in distinct datasets for each capture. As of its initial capture in early 2021, there have been no subsequent updates to this dataset. Downloading Instructions Some users have reported issues downloading the data. Due to the large size of the dataset, downloading can take longer than expected. We recommend following these instructions to download the data. 1. Click on 'Export'. 2. Choose the desired export format from the dropdown menu. 3. Initiate the download by clicking 'Download'. 4. It's essential to allow your browser ample time to process the download. Even if no immediate action appears to occur, please refrain from closing the browser window. Depending on your internet speed, the download process can take between 10 to 30 minutes due to the substantial size of the data. 5. Once the download commences in your browser, allow it to finish entirely. 6. Should you encounter any issues during the download process, kindly contact the dataset owner for assistance.
Impervious Cover 2019

This dataset entails the delineation of impervious surfaces and artificial land cover types extracted from aerial imagery captured in early 2019. Utilization within the City of Austin The dataset plays a pivotal role in several municipal functions, encompassing the computation of the Drainage Charge managed by Austin Watershed Protection, wildfire assessments, emergency operations planning, transportation asset monitoring, urban forest management, and more. Data Updates New aerial imagery and impervious cover data are acquired by the city every two years, resulting in distinct datasets for each capture. As of its initial capture in early 2019, there have been no subsequent updates to this dataset. Downloading Instructions Some users have reported issues downloading the data. Due to the large size of the dataset, downloading can take longer than expected. We recommend following these instructions to download the data. 1. Click on 'Export'. 2. Choose the desired export format from the dropdown menu. 3. Initiate the download by clicking 'Download'. 4. It's essential to allow your browser ample time to process the download. Even if no immediate action appears to occur, please refrain from closing the browser window. Depending on your internet speed, the download process can take between 10 to 30 minutes due to the substantial size of the data. 5. Once the download commences in your browser, allow it to finish entirely. 6. Should you encounter any issues during the download process, kindly contact the dataset owner for assistance.
Imagine Austin Indicators

The information shared on this page is no longer being updated. For more information about Imagine Austin and its ongoing update, please visit speakupaustin.org/ImagineAustin This dataset contains the results of the Imagine Austin indicators. Results, descriptions, data sources, and methodology are subject to change. The complete results of the Imagine Austin indicators including an analysis of the results and visualizations are available as part of the Imagine Austin indicator dashboard and Imagine Austin Year 5 Progress Report.
Imagine Austin Corridors

The Growth Concept Map assembles compact and walkable activity centers and corridors, as well as job centers, and coordinates them with future transportation improvements. These centers and corridors allow people to reside, work, shop, access services, people watch, recreate, and hang out without traveling far distances. Within them, the design and scale of buildings and the design and availability of parks and gathering spaces will welcome people of all ages and abilities. They will be walkable, bikable, and connected to one another, the rest of the city, and the region by roads, transit, bicycle routes and lanes, and trails. The activity centers and corridors included on this map identify locations for additional people and jobs above what currently exists on the ground. Unlike more detailed small-area plan maps, the Growth Concept Map provides broad direction for future growth and is not parcel specific. Centers that are already established by existing small-area plans, such as those for East Riverside Drive or Highland Mall, are drawn to reflect those plans. Centers without small-area plans are simply shown with a circle, indicating scale and general location. Specifying boundaries for these centers may occur through small-area plans or general guidelines for implementing this plan.
Imagine Austin Centers

<p><span style="background-color:rgb(255,255,255); color:rgb(74,74,74); font-family:&quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;"><span style="display:inline !important; float:none; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; text-align:left; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;">The Growth Concept Map assembles compact and walkable activity centers and corridors, as well as job centers, and coordinates them with future transportation improvements. These centers and corridors allow people to reside, work, shop, access services, people watch, recreate, and hang out without traveling far distances. Within them, the design and scale of buildings and the design and availability of parks and gathering spaces will welcome people of all ages and abilities. They will be walkable, bikable, and connected to one another, the rest of the city, and the region by roads, transit, bicycle routes and lanes, and trails. The activity centers and corridors included on this map identify locations for additional people and jobs above what currently exists on the ground. Unlike more detailed small-area plan maps, the Growth Concept Map provides broad direction for future growth and is not parcel specific. Centers that are already established by existing small-area plans, such as those for East Riverside Drive or Highland Mall, are drawn to reflect those plans. Centers without small-area plans are simply shown with a circle, indicating scale and general location. Specifying boundaries for these centers may occur through small-area plans or general guidelines for implementing this plan.</span></span></p>
HIV Planning Council Service Priorities

Priority ranking of HIV Medical and Support Services for the Austin Area. The HIV Planning Council, a City of Austin Board/Commission, completes an annual prioritization process for HIV services as a grant requirement for the Ryan White HIV/AIDS Program Part A. Results of the prioritization process are considered in the allocation of Ryan White HIV/AIDS Program Part A funding. Priorities are determined using data including but not limited to: epidemiological overview and demographic information for people living with HIV (PLWH), service utilization data, and needs assessment data. The service category ranked "1" is the highest priority, the category ranked "2" is the second highest priority and so on.
HIV Planning Council Resource Allocation Plan for Ryan White HIV/AIDS Program Part A

This data set shows the planned funding allocations for HIV medical and support services in the Austin area from the Ryan White HIV/AIDS Program Part A. The HIV Planning Council, a City of Austin Board/Commission is the responsible body for the allocation of Ryan White HIV/AIDS Program Part A funding. This program provides grant funding from the Health Resources and Services Administration (HRSA) for medical and support services to the Austin Area. Allocation Plans are developed using data including but not limited to: epidemiological overview and demographic information for people living with HIV (PLWH), service utilization data, needs assessment data, and expenditure trends. Allocation Plans are developed based on a maximum amount of funds that can be applied as dictated by HRSA for each grant year. Actual awarded Ryan White Part A amounts may differ from the plan. The HIV Planning Council sets alternative funding scenario plans to adapt the Allocation Plan to the actual amount of Part A funds awarded. The HIV Planning Council can re-allocate awarded funds at any time during the grant year to reflect changes in service needs or the ability to expend funds in each service category. Minority AIDS Initiative (MAI) funding is a subset of Ryan White Part A which funds services for populations disproportionately affected by HIV.
HIV Care Continuum

The ultimate goal of HIV treatment is to achieve viral suppression, which means the amount of HIV in the body is very low or undetectable. This is important for people with HIV to stay healthy, have improved quality of life, and live longer. People living with HIV who maintain viral suppression have effectively no risk of passing HIV to others. Texas DSHS is the source of this data. Diagnosed- received a diagnosis of HIV Linked to care*-visited an HIV heath care provider within 1 month (30 days) after learning they were HIV positive Received-** or were retained in care*** received medical care for HIV infection Viral suppression- their HIV “viral load” – the amount of HIV in the blood – was at a very low level.
Hate Crimes 2017-2026

A dataset of crimes that occurred in the designated time period that are being investigated as hate crimes. In APD's opinion these cases have met the FBI's definition of a hate crime, as well as the State's and Federal Law's definition of a hate crime. The ultimate decision to prosecute lies with the appropriate County District Attorney. AUSTIN POLICE DATA DISCLAIMER 1. The data provided are for informational use only and may differ from official APD crime data. 2. APD’s crime database is continuously updated, so reports run at different times may produce different results. Care should be taken when comparing against other reports as different data collection methods and different data sources may have been used. 3. APD does not assume any liability for any decision made or action taken or not taken by the recipient in reliance upon any information or data provided. In APD's opinion, these cases have met the FBI's definition as well as the State's definition and Federal hate crime law of a hate crime and are being investigated as such. The ultimate decision to prosecute lies with the appropriate County District Attorney.
Greater Austin Fully Developed Floodplain

The Digital Flood Insurance Rate Map (DFIRM) Database depicts flood risk Information And supporting data used to develop the risk data. The primary risk; classificatons used are the 4-precent-annual-chance flood event, the 1-percent-annual-chance flood event, the 0.2- percent-annual-chance flood event, and areas of minimal flood risk. The DFIRM Database is derived from Flood Insurance Studies (FISs), previously published Flood Insurance Rate Maps (FIRMs), flood hazard analyses performed in support of the FISs and FIRMs, and new mapping data, where available. The FISs and FIRMs are published by the Federal Emergency Management Agency (FEMA). The file is georeferenced to earth's surface using the UTM projection and coordinate system. The specifications for the horizontal control of DFIRM data files are consistent with those required for mapping at a scale of 1:12,000.
Firms that Participate in Supportive Services

The Austin Small and Minority Business Resources' Resources Division delivers a robust supportive services program. The program offers online workshops, training programs, technical assistance, panel discussions, networking events, and resources to the small business community. This data displays the participants who participated in supportive services programming during the fiscal year. City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq
Firms Maintaining Small Business Enterprise (SBE) Certification

The Austin Small and Minority Business Resources' Certification Division administers the Minority-Owned and Women-Owned Business Enterprise (MBE/WBE) Procurement Program by certifying minority-owned, women-owned, small businesses, and disadvantage businesses. This data represents certified firms that held a Small Business Enterprise certification during the fiscal year, including firms whose term ended during the timeframe. City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq
Firms Maintaining Certification

The Austin Small and Minority Business Resources' Certification Division administers the Minority-Owned and Women-Owned Business Enterprise (MBE/WBE) Procurement Program by certifying minority-owned, women-owned, small businesses, and disadvantage businesses. This data represents certified firms that held certification during the fiscal year, including firms whose term ended during the timeframe. City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq
Firms Graduate from MBE/WBE Procurement Program

The Austin Small and Minority Business Resources' Certification Division administers the Minority-Owned and Women-Owned Business Enterprise (MBE/WBE) Procurement Program by certifying minority-owned, women-owned, small businesses, and disadvantage businesses. Graduation from the MBE/WBE Procurement Program can be based on a firm’s gross receipts or number of employees exceeding the Small Business Administration (SBA) size standard in the firm’s industry. This data represents certified firms that graduate from the MBE/WBE Procurement Program during the fiscal year. City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq
Final Report of the Asian American Quality of Life (AAQoL)

The U.S. Census defines Asian Americans as individuals having origins in any of the original peoples of the Far East, Southeast Asia, or the Indian subcontinent (U.S. Office of Management and Budget, 1997). As a broad racial category, Asian Americans are the fastest-growing minority group in the United States (U.S. Census Bureau, 2012). The growth rate of 42.9% in Asian Americans between 2000 and 2010 is phenomenal given that the corresponding figure for the U.S. total population is only 9.3% (see Figure 1). Currently, Asian Americans make up 5.6% of the total U.S. population and are projected to reach 10% by 2050. It is particularly notable that Asians have recently overtaken Hispanics as the largest group of new immigrants to the U.S. (Pew Research Center, 2015). The rapid growth rate and unique challenges as a new immigrant group call for a better understanding of the social and health needs of the Asian American population.