AndreaBozzo/ceres-open-data-index huggingface dataset:
Low-Temperature Geothermal Geospatial Datasets: An Example from Alaska

This project is a component of a broader effort focused on geothermal heating and cooling (GHC) with the aim of illustrating the numerous benefits of incorporating GHC and geothermal heat exchange (GHX) into community energy planning and national decarbonization strategies. To better assist private sector investment, it is currently necessary to define and assess the potential of low-temperature geothermal resources. For shallow GHC/GHX fields, there is no formal compilation of subsurface characteristics shared among industry practitioners that can improve system design and operations. Alaska is specifically noted in this work, because heretofore, it has not received a similar focus in geothermal potential evaluations as the contiguous United States. The methodology consists of leveraging relevant data to generate a baseline geospatial dataset of low-temperature resources (less than 150 degrees C) to compare and analyze information accessible to anyone trying to understand the potential of GHC/GHX and small-scale low-temperature geothermal power in Alaska (e.g., energy modelers, communities, planners, and policymakers). Importantly, this project identifies data related to (1) the evaluation of GHC/GHX in the shallow subsurface, and (2) the evaluation of low-temperature geothermal resource availability. Additionally, data is being compiled to assess repurposing of oil and gas wells to contribute co-produced fluids toward the geothermal direct use and heating and cooling resource potential. In this work we identified new data from three different datasets of isolated geothermal systems in Alaska and bottom-hole temperature data from oil and gas wells that can be leveraged for evaluation of low-temperature geothermal resource potential. The goal of this project is to facilitate future deployment of GHC/GHX analysis and community-led programs and update the low-temperature geothermal resources assessment of Alaska. A better understanding of shallow potential for GHX will improve design and operations of highly efficient GHC systems. The deployment and impact that can be achieved for low-temperature geothermal resources will contribute to decarbonization goals and facilitate widespread electrification by shaving and shifting grid loads.

Most of the data uses WGS84 coordinate system. However, each dataset come from different sources and has a metadata file with the original coordinate system.

Tags: alaska, bottom-hole-temperature, dataset, energy, geology, geophysics, georeport, geospatial-data, geothermal, geothermal-heat-exchange, geothermal-heating-and-cooling, geothermal-resources, ghc, ghp, ghx, heat-flow, heat-pump, low-temp, low-temperature, oil-and-gas, research-size-assessment-tool, rsat, thermal-conductivity, well
Organization: Department of Energy
2022 Election Administration and Voting Survey

This dataset contains data about domestic absentee voting, provisional balloting, poll books, polling places, precincts, poll workers, and voting technology used in the 2022 election cycle. The corresponding comprehensive report addresses voter registration, uniformed and overseas citizen voting, domestic absentee voting, provisional balloting, poll books, polling places, precincts, poll workers, and voting technology used in the 2022 election. The Election Administration and Voting Survey report is part of EAC's Election Administration and Voting Survey biennial project.

Tags: civilian-absentee-voting, election-administration, elections, military-absentee-voting, overseas-citizen-voting, poll-workers, polling-places, precinct, provisional-ballots, voter-registration, voting-technology
Organization: Election Assistance Commission
2020 Election Administration and Voting Survey

This dataset contains data about domestic absentee voting, provisional balloting, poll books, polling place, precincts, poll workers, and voting technology used in the 2020 election cycle. The corresponding comprehensive report addresses voter registration, uniformed and overseas citizen voting, domestic absentee voting, provisional balloting, poll books, polling place, precincts, poll workers, and voting technology used in the 2020 election. The Election Administration and Voting Survey report is part of EAC's Election Administration and Voting Survey biennial project.

Tags: domestic-absentee-voting, election-administration, elections, military-absentee-voting, overseas-citizen-voting, poll-workers, polling-places, precinct, provisional-ballots, voting-technology
Organization: Election Assistance Commission
Utah FORGE: EGS Reservoir Produced Fluids Trace Elements 2024

This dataset contains trace element concentrations from fluid samples collected during the August-September 2024 circulation test at Utah FORGE. Samples were taken from injection well 16A(78)-32, production well 16B(78)-32, and monitoring well 58-32 on four dates between August 16 and September 3, 2024. Samples were unfiltered and not acidified before being submitted to and analyzed at the Brigham Young University geochemistry lab. Data are organized by well type and date.

Tags: 16a78-32, 16b78-32, 58-32, circulation-test, egs, elemental-analysis, energy, fluid-chemistry, geochemistry, geothermal, geothermal-reservoir, injection-well, monitoring-well, produced-fluids, production-well, raw-data, reservoir-characterization, trace-elements, unfiltered-samples, utah-forge, well-sampling
Organization: Department of Energy
Water Department Grants Disbursed

Collection Process:  This data set reflects the recipients, award amounts, and project sites for grant money disbursed by the Philadelphia Water Department. It includes the Stormwater Management Incentive Program, the Soak It Up! Adoption Program Grant, the Green Acre Retrofit Program, and Business Incentive Program. These grants are funded by the Water Department but managed by separate agencies.
Data Purpose:  This data can be useful for non-commercial properties looking for assistance to reduce their stormwater bill.
Intended Audience:  It can also be useful to community organizations interested in serving as stewards of green infrastructure located in their area. And it can be useful to businesses impacted by PWD projects.



Tags: environment, philadelphia-water-department
Organization: City of Philadelphia
Snow Emergency Routes

From the Streets Department snow emergency route page

When snow accumulations approach emergency status, the Managing Director may declare a snow emergency. Once emergency status is declared, the City's 110 miles of Snow Emergency Routes receive priority. Owners of vehicles and dumpsters must move them to alternate parking spaces so City forces can clear snow from curb-to-curb on the emergency routes. Any vehicle remaining on a Snow Emergency Route during the declared Snow Emergency will be ticketed and towed. If your car is towed, call 215-686-SNOW for its location. Do NOT call 911.
The snow-emergency-routes.csv file was created from the table on the Streets Department snow emergency route page. I used this file to generate the snow-emergency-route-segment-ids.csv file.

The snow-emergency-route-segment-ids.csv file contains the IDs of all of the street segments that are classified as snow emergency routes. The snow emergency routes shapefile/geojson is built by filtering the street centerline layer to include only those rows where the seg_id is contained in this list.

Tags: emergency, snow, streets-department, transportation
Organization: City of Philadelphia
PWD Stormwater Billing Parcels

The primary purpose of PWD_PARCEL layer is to calculate parcel-based stormwater charges for PWD customers under the new parcel-based stormwater billing program. The layer was created from the DOR_PARCELS layer in 2005 after it was decided that none of the other City parcel layers could meet the needs of PWD's stormwater billing program. Those needs are generally that the parcel delineations match up to what people actually own, that there is an accurate assessment of the impervious area on the parcel, and that there is owner information associated with the parcel. Over the past 5 years, PWD has made corrections based off deeds on file with DOR, BRT information, and other City records. PWD also matched up each DOR parcel to a corresponding BRT record that contained the owner information for that parcel.

Tags: environment, land-records, philadelphia-water-department, real-estate
Organization: City of Philadelphia
2018 Election Administration and Voting Survey

This dataset contains data about domestic absentee voting, provisional balloting, poll books, polling place, precincts, poll workers, and voting technology used in the 2018 election cycle. The corresponding comprehensive report addresses voter registration, uniformed and overseas citizen voting, domestic absentee voting, provisional balloting, poll books, polling place, precincts, poll workers, and voting technology used in the 2018 election. The Election Administration and Voting Survey report is part of EAC's Election Administration and Voting Survey biennial project.

Tags: domestic-absentee-voting, election-administration, elections, military-absentee-voting, overseas-citizen-voting, poll-workers, polling-places, precinct, provisional-ballots, voting-technology
Organization: Election Assistance Commission
PWD Sewersheds

A sewershed is the area of land where all the sewers flow to a single end point, in most cases it is a regulator/permitted outfall, but in cases when the flow can be split between multiple regulators/permitted outfalls, the area above the point of split is treated as a separate sewershed.

Tags: environment, philadelphia-water-department, planning, sewer, watersheds, zoning
Organization: City of Philadelphia
Licenses and Inspections Appeals of Code Violations and Permit Refusals

The Department of Licenses and Inspections accepts applications for appeals of various violations, refusals, revocations, and denials to the following Boards:
*Board of Building Standards 
*Licenses and Inspections (L&I) Review Board
*Zoning Board of Adjustments 

For more information, please visit http://www.phila.gov/li/Pages/Appeals.aspx

The Court Appeals datasets provides details about Appeals that went to court and what the status/results of the court proceedings are. Some Appeal numbers could have multiple appeal types, so those are provided as a dataset below as well. 

The Board Decisions datasets shows the decisions made by the Appeal Boards (LIRB, ZBA, BBS).



Tags: department-of-licenses-and-inspections, land-records, planning, public-safety, real-estate, zoning
Organization: City of Philadelphia
COVID Deaths

***As of May 2022, these datasets moved from daily updates to weekly updates. ***

**For greatest accuracy, please use the latest dataset for all analysis and reporting as opposed to any data you downloaded prior to September 29, 2020. All datasets now reflect counts from test collection dates instead of the previously displayed result dates.  These changes will adjust, for example, the count of cases for each day. PDPH has also added 376 confirmed COVID-19 cases (positive tests) that were previously missing from the data.**

Deidentified, aggregate datasets showing COVID deaths by date, zip, race, or age. You can [find COVID cases datasets here](https://www.opendataphilly.org/datasets/covid-cases). To protect the confidentiality of residents, PDPH suppresses the exact data for any categories that have less than 6 counts (i.e. of cases or fatalities).

Tags: coronavirus, covid-19, economy, health, human-services, philadelphia-department-of-public-health
Organization: City of Philadelphia
AskTED Data - May 09, 2025

AskTED is the online Texas Education Directory.  This system provides contact and address information for Texas public schools, districts, and Education Service Centers. To learn more about AskTED, please visit https://tealprod.tea.state.tx.us/Tea.AskTed.Web/Forms/Home.aspx.

Tags: address, askted, campus, contact, county, district, esc, grade, phone, principal, region, tea
Organization: City of Austin
Child and Adult Care Food Programs (CACFP) – Centers – Site-Level Contact and Program Participation – Program Year 2022-2023

<b><a href=https://form.jotform.com/212794867706167 target="_blank">Help us provide the most useful data by completing our ODP User Feedback Survey for Child and Adult Care Food Program (CACFP) Data</a></b><p>

<b>About the Dataset</b><br>

This dataset contains contact and program participation information for all Texas child and adult care centers approved by the Texas Department of Agriculture to operate as a meal site under the Child and Adult Care Food Program (CACFP) during the 2022-2023 program year. CACFP centers include Adult Day Care Centers (ADC), Child Care Centers (CCC), At-Risk Afterschool Centers (At-Risk), Head Start Centers, emergency shelters, and centers providing care for students outside school hours.</b> Sites can participate in one or more CACFP sub-programs. The CACFP program year begins October 1 and ends September 30.<p>

This dataset only includes information for CACFP centers. <b>For data on Texas Day Care Homes (DCH) participating in CACFP, please refer to the “Child and Adult Care Food Programs (CACFP) – Day Care Homes – Contact and Program Participation” dataset, also on the State of Texas Open Data Portal.</b><p>

An overview of <b>all CACFP data available</b> on the Texas Open Data Portal can be found at our <b><a href=https://data.texas.gov/stories/s/iekx-7mdi target="_blank">TDA Data Overview - Child and Adult Care Food Programs</a></b> page.<p>

<b>More information about accessing and working with TDA data on the Texas Open Data Portal</b> can be found on the SquareMeals.org website on the <b><a href=http://squaremeals.org/FandNResources/PublicInformationRequests.aspx target="_blank">TDA Food and Nutrition Open Data</a> </b>page.<p>

<b>About Dataset Updates</b><br>
TDA aims to post new program year data by December 15 of the active program year. Updates will occur quarterly and end 90 days after the close of the program year. Any data posted during the active update period is subject to change. After 90 days from the close of the program year, the dataset will remain published but will no longer be updated.<p>


<b>About the Agency</b><br>
The Texas Department of Agriculture administers 12 U.S. Department of Agriculture nutrition programs in Texas including the National School Lunch and School Breakfast Programs, the Child and Adult Care Food Program (CACFP), and summer meal programs. TDA’s Food and Nutrition division provides technical assistance and training resources to partners operating the programs and oversees the USDA reimbursements they receive to cover part of the cost associated with serving food in their facilities. By working to ensure these partners serve nutritious meals and snacks, the division adheres to its mission — <i>Feeding the Hungry and Promoting Healthy Lifestyles.</i><p>

<b>For more information on these programs, please visit our <a href=http://www.SquareMeals.org target="_blank">website</a>.</b>

Organization: City of Austin
Previously unpublished whole-rock major- and trace-element compositions of volcanic samples from the Alaska Peninsula-Aleutian arc, Alaska

Previously unpublished whole-rock major- and trace-element compositions of volcanic samples from the Alaska Peninsula-Aleutian arc, Alaska, Raw Data File 2025-2, provides previously unpublished whole-rock analyses or re-analyses of lavas or other volcanic rocks from Alaska volcanoes collected by Alaska Volcano Observatory (AVO) geologists and others from 1992 to 2021 (see accompanying spreadsheets of geochemical analyses and applicable metadata). This data describes the nature and character of samples from a past eruption to aid in discussing Alaskan volcanism's spatial and temporal patterns. In addition, the work supports improvements to eruption scenario forecasts and hazard response. All analyses were made by the GeoAnalytical laboratory at Washington State University (WSU) in Pullman, Washington. The dataset contains analyses from 16 volcanoes, including 189 previously unpublished analyses from Mount Okmok, 85 from Augustine Volcano, and 20 from Mount Spurr. All samples have been archived in the Alaska Volcano Observatory geochemical database, https://doi.org/10.14509/30058 (Cameron and others, 2019). These data and report are available from the DGGS website: http://doi.org/10.14509/31455.

Tags: active volcanoes, akutan, akutan volcano, analyses, analyses and sampling, analytical lab results, analytical results, andesite, aniakchak, aniakchak caldera, aniakchak river, ashishik point, augustine, augustine island, augustine volcano, basalt, bering sea, bogoslof, bogoslof island, bogoslof national wildlife refuge, burr point, caldera, cape chagak, cape idak, cape lapin, chemistry, cinder point, colorado creek, cook inlet, dacite, delaware creek, derby point, dggs, dome, dutton, fisher, fisher caldera, fox point, gareloi, geochemistry, geologic, geology, hanim unangaa, igilam aaliicha, kagalux, kaguyak, kamchatka, kanaga, kanaga volcano, kasatochi, kasatochi island, kettle cape, lahar, lamont, makushin, makushin valley river, makushin volcano, mount dutton, mount gareloi, mount katmai, mount okmok, mount spurr, mount vsevidof, nest creek, novarupta, okmok, okmok caldera, petrology, plutonic, pochnoi, pumice, pustoi point, qanatanam hanii, reindeer point, rhyodacite, rhyolite, rocks, sample location, scoria, semisopochnoi, semisopochnoi island, shishaldin, slukas ugimga, spurr, tagalux, teapot hill, tephra, texas creek, tulik river, ulasuudax, ultramafic, unimak, volcanic, volcanic arc, volcanic rocks, volcaniclastic deposits, volcaniclastics, volcanoes, volcanology, vsevidof, weeping wall, westdahl, wrangell
Organization: State of Alaska
Sensitivity of Coastal Environments and Wildlife to Spilled Oil: Southern California: INVERT (Invertebrate Polygons)

This data set contains sensitive biological resource data for sensitive bivalves, gastropods, insects, crustaceans, and other invertebrate species in Southern California.  Vector polygons in this data set represent sensitive species and some commercial/recreational species distributions. Species-specific abundance, seasonality, status, life history, and source information are stored in relational data tables (described below) designed to be used in conjunction with this spatial data layer. This data set comprises a portion of the ESI data for Southern California.  ESI data characterize the marine and coastal environments and wildlife by their sensitivity to spilled oil.  The ESI data include information for three main components: shoreline habitats, sensitive biological resources, and human-use resources.

Tags: 2010, coastal resources, coastal zone management, doc/noaa/nos/orr, environmental monitoring, esi, invertebrate, national ocean service, noaa, office of response and restoration, oil spill planning, sensitivity maps, southern california, u.s. department of commerce, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Transit Only Lanes

A. SUMMARY 
Location and attributes of transit only lanes, including but not limited to red painted transit lanes.

B. METHODOLOGY  
Manual updates when MTA Board passes resolutions. This file represents those lanes which have been legislated and defined under SF transpo code div 2 section 601 (A) et seq. 

C. UPDATE FREQUENCY 
Ranges from weekly to once every 6 months, pending legislative changes. 

D. OTHER CRITICAL INFO  
Temporary closures due to construction or other issues also captured in the attribute table under STATUS ("suspended"); these lanes retain legal status as transit only lanes.

Tags: muni-forward, red-carpet, red-lanes, transit-only-lanes
Organization: City of San Francisco
Travel Decision Survey 2019

**Please refer to the downloadable XLSX attachment (http://bit.ly/SFMTATravelSurvey2019) for the complete dataset, metadata, and instructions for use.**

 This workbook provides data and data dictionaries for the SFMTA 2019 Travel Decision Survey.

On behalf of San Francisco Municipal Transportation Agency (SFMTA), Corey, Canapary & Galanis (CC&G) undertook a Mode Share Survey within the City and County of San Francisco as well as the eight surrounding Bay Area counties of Alameda, Contra Costa, San Mateo, Marin, Santa Clara, Napa, Sonoma and Solano.

The primary goals of this study were to:
• Assess percent mode share for travel in San Francisco for evaluation of the SFMTA Strategic Objective 2.2: Mode Share target of 80% sustainable travel by 2030. 
• Evaluate the above statement based on the following parameters: number of trips to, from, and within San Francisco by Bay Area residents. Trips by visitors to the Bay Area and for commercial purposes are not included.
• Provide additional trip details, including trip purpose for each trip in the mode share question series.
• Collect demographic data on the population of Bay Area residents who travel to, from, and within San Francisco.
• Collect data on travel behavior and opinions that support other SFMTA strategy and project evaluation needs.

The survey was conducted as a telephone study among 801 Bay Area residents aged 18 and older. Interviewing was conducted in English, Spanish, Mandarin, Cantonese, and Tagalog. Surveying was conducted via random digit dial (RDD) and cell phone sample.
All survey datasets incorporate respondent weighting based on age and home location; utilize the “weight” field when appropriate in your analysis.

The survey period for this survey is as follows:
2019: May - August 2019

The margin of error is related to sample size (n). For the total sample, the margin of error is 3.3% for a confidence level of 95%. When looking at subsets of the data, such as just the SF population, just the female population, or just the population of people who bicycle, the sample size decreases and the margin of error increases. Below is a guide of the margin of error for different samples sizes. Be cautious in making conclusions based off of small sample sizes.

At the 95% confidence level is:
• n = 801(Total Sample). Margin of error = +/- 3.3%
• n = 400. Margin of error = +/- 4.85%
• n = 100. Margin of error = +/- 9.80%

Tags: bicycling, driving, mode-share, municipal-transportation-agency, survey, tnc, transit, transportation, walking
Organization: City of San Francisco
Residential Parking Permit Eligibility Parcels

A. SUMMARY 
Eligibility for residential parking permits by parcel (indicates which RPP area),

B. METHODOLOGY  
Manual updates based on MTAB resolutions; reconciled with eTIMs RPP database for edits made in 2014 and beyond.

C. UPDATE FREQUENCY  
Updated monthly or quarterly based on MTAB resolutions. 

D. OTHER CRITICAL INFO  
Spot checks reveal some inconsistencies between this feature class and the authoritative eTIMs RPP database for features edited prior to 2014. This is in need of attention.

Tags: parking, permit, permits, residential-permits, rpp
Organization: City of San Francisco