AndreaBozzo/ceres-open-data-index huggingface dataset:
Maryland Notices of Intent to Foreclose by Census Tract

Provides the annual total number of Maryland Notices of Intent to Foreclose (NOI) by census tract as reported to the Office of Financial Regulation (OFR). For more information and definitions, please see OFR's Foreclosure Data Tracker: https://www.labor.maryland.gov/finance/consumers/frforeclosuredatatracker.shtml.

NOTE: The data provided is for informational and research purposes only and is not intended to guide policy or provide specific outreach targets. The data provided is compiled from third-party filings with the OFR pursuant to applicable law. These third-party filings may contain duplicates and other errors and the OFR cannot guarantee the accuracy and quality of the submissions upon which the data is based. The data does not constitute foreclosure case records and may differ from the official foreclosure records contained in the court records of the State of Maryland. In addition, errors in reported street addresses mean that some NOIs are not able to be matched with a census tract. This may result in a different total number of annual NOIs than the total number in other related reports. OFR makes no express or implied warranties or representations concerning the data contained in this report.

Blank values indicate census tracts with fewer than 10 NOIs.

Tags: foreclosure, housing
Organization: State of Maryland
County Board of Education - Spending Disclosures

PLEASE READ THIS DATASET DESCRIPTION IN FULL BEFORE EXPORTING ANY DATA. 

This dataset provides transparency about the names and amounts of payments from county school boards to payees. More information about the statute for this dataset is under Maryland Education Article §5-115.
 
https://mgaleg.maryland.gov/mgawebsite/Laws/StatuteText?article=ged&section=5-115&enactments=false 
 
Each county annually reports payment information about any payee who received an aggregate payment of $25,000 in a fiscal year from a school board. 
 
This started with Fiscal Year 2019 payments. We now have payments data through Fiscal Year 2024 (6/30/24).
 
Baltimore County is also required to provide the purpose of the payment and whether the payee is a minority business enterprise.
 
Montgomery County and Howard County data goes back to 2010. Baltimore County and Prince George’s County goes back to 2012. 2019 is the first year where are all counties were required to submit the data with payee names and amounts. 
 
Separately, Prince George’s County is required to provide additional detail from Education Article §5-101. That info is not part of this dataset.
 
https://mgaleg.maryland.gov/mgawebsite/Laws/StatuteText?article=ged&section=5-101&enactments=False&archived=False

Tags: board-of-education, lea, local-education-agency, maryland, md, schools, transparency
Organization: State of Maryland
Maryland State Police Performance Dashboard - Quarterly Data

Data from the Maryland State Police (MSP) for the Governor's Office of Performance Improvement Dashboard.  This data is updated by MSP quarterly.  The data provided is accurate at the time of the query and maybe subject to change at a later date.

Tags: aviation, crime, cross-border, dui-arrests, helicopter, investigations, maryland, medevac, msp, police, state-police, traffic-stops
Organization: State of Maryland
Elliott Bay Trail in Myrtle Edwards Park Bicycle and Pedestrian Counter

Counting hardware was replaced summer 2024.

These sensors counts both people riding bikes and pedestrians. Separate volumes are tallied for each travel mode. Wires in a diamond formation in the concrete detect bikes and an infrared sensor mounted on a wooden post detects pedestrians. The counters also capture the direction of travel for both bikes and pedestrians.

The temporary counter data from 5/10/2013 to 12/11/2013 have been combined to this data set which counted only bikes and not pedestrians.

Tags: bicycle, bike, bike-counts, counts, monthly-data, pedestrian, sdot, seattle
Organization: City of Seattle
CDBG-DR Reimbursements Over Time

<b>NOTE</b>: In the September 2025 update, the source for this dataset was changed from the NYC Office of Management and Budget’s (OMB) Grant Management System to the US Department Housing Urban Development’s (HUD) Disaster Recovery Grant Reporting System (DRGR) for more accurate and timely numbers. Any data pulled before September 2025 may show substantially incorrect reimbursement numbers.

This dataset contains reimbursements amounts for the Community Development Block Grant -Disaster Recovery grant. The reporting unit for funding amount is listed in actual dollars. The reimbursements are calculated at the end of every quarter and calendar year.  This dataset is usually updated quarterly.

Tags: cdbg-dr-reimbursements, hurricane-sandy-recovery, sandytracker
Organization: City of New York
Local Law 18 Pay and Demographics Report - Agency Report Table

The Agency Report Table aggregates pay and employment characteristics in accordance with the requirements of Local Law 18 of 2019. The Table is a point-in-time snapshot of employees who were either active or on temporary leave (parental leave, military leave, illness, etc.) as of December 31st of each year the data is available (see Column "Data Year"). In addition, the Table contains snapshot data of active employees in seasonal titles as of June 30th. To protect the privacy of employees, the sign “<5” is used instead of the actual number for groups of less than five (5) employees, in accordance with the Citywide Privacy Protection Policies and Protocols. The Pay and Demographics Report, and the list of agencies included is available on the MODA Open Source Analytics Library: https://modaprojects.cityofnewyork.us/local-law-18/

Each row represents a group of employees with a common agency, EEO-4 Job Category, pay band, employee status and demographic attributes, which include race, ethnicity and gender.

Tags: demographics, employment, salary
Organization: City of New York
NYC Historical Vital Records: Index to Digitized Birth Certificates

The dataset is an index to digitized historical birth certificates from 1855-1909 from all 5 NYC boroughs.  Details about certificates in DORIS's collection and their digitization status can be found on our website (https://a860-historicalvitalrecords.nyc.gov/digital-vital-records).

Tags: birth-certificates, doris, nychistoricalvitalrecords, records, vital-records
Organization: City of New York
NYC Historical Vital Records: Index to Digitized Death Certificates

The dataset is an index to digitized historical death certificates from 1862-1948 from all 5 NYC boroughs.  Details about certificates in DORIS's collection and their digitization status can be found on our website (https://a860-historicalvitalrecords.nyc.gov/digital-vital-records).

Tags: doris, marriage-records, nychistoricalvitalrecords, records, vital-records
Organization: City of New York
NYC Historical Vital Records: Index to Digitized Marriage Licenses

The dataset is an index to digitized historical marriage licenses from 1908-1949 from all 5 NYC boroughs. Details about certificates in DORIS's collection and their digitization status can be found on our website (https://a860-historicalvitalrecords.nyc.gov/digital-vital-records).

Tags: doris, marriage-records, nychistoricalvitalrecords, records, vital-records
Organization: City of New York
NYC Historical Vital Records: Index to Digitized Marriage Certificates

The dataset is an index to digitized historical marriage certificates from 1866-1937 from all 5 NYC boroughs. Details about certificates in DORIS's collection and their digitization status can be found on our website (https://a860-historicalvitalrecords.nyc.gov/digital-vital-records).

Tags: doris, marriage-records, nychistoricalvitalrecords, records, vital-records
Organization: City of New York
CDBG-DR Program Categories

This dataset contains budget allocations for the Community Development Block Grant -Disaster Recovery grant funding. The reporting unit for funding amount is listed in millions. Updates to this information requires an amendment to the CDBG-DR Action Plan. Please refer to the CDBG-DR Webpage for updated publications: https://www1.nyc.gov/site/cdbgdr/action-plan/action-plan page.  This dataset is usually updated quarterly.

Tags: cdbg-dr-action-plan-allocation, cdbg-dr-funding, cdbg-dr-programs, cdbg-dr-reimbursements, cdbg-dr-spending, hurricane-sandy-recovery, mayors-message, mm, nyc-omb, sandytracker
Organization: City of New York
Mandatory Inclusionary Housing

The Mandatory Inclusionary Housing program was adopted in 2016 to encourage the creation of housing for families at a range of incomes in areas planned for housing growth. When actions of the Commission significantly increase residential density, the City Planning Commission and the City Council will apply one or more options to require affordable housing as part of new residential construction.
All previously released versions of this data are available on the <a href="https://www.nyc.gov/content/planning/pages/resources/datasets/mandatory-inclusionary-housing">DCP Website: BYTES of the BIG APPLE</a>. Current version: 20251130

Tags: building, development, house, housing
Organization: City of New York
NYC Fire Department Building Vacate List

This data set lists buildings that have been issued a vacate order by FDNY Fire Operations or Bureau of Fire Prevention.

Note: This dataset replaces the historical version and is based on a different data source. While both datasets relate to vacate orders, users are advised to exercise caution when comparing them, as differences or discrepancies may exist.

Tags: fdny, fire-department, fire-safety, safety, unsafe, vacate
Organization: City of New York
NYC Wetlands

In 2016 NYC Parks contracted with the UVM Spatial Analysis Lab to use modern remote sensing and object-based image analysis to create a new wetlands map for New York City. Data inputs include Light Detection and Ranging Data, State and Federal Wetland Inventories, soils, and field data. Because the map was conservative in its wetland predictions, NYC Parks staff improved the map through a series of desktop and field verification efforts beginning in 2020.The map will be opportunistically updated depending on available information.

This dataset was developed to increase awareness regarding the location and extent of wetlands to promote restoration and conservation in New York City. This map does not supersede U.S. Fish and Wildlife Service National Wetlands Inventory (NWI) and New York State Department of Environmental Conservation (NYSDEC) wetlands maps and has no jurisdictional authority. It should be used alongside NWI and NYSDEC datasets as a resource for identifying likely locations of wetlands in New York City. Mapped features vary in the confidence of their verification status, ranging from "Unverified" (meaning the feature exists in its original remotely mapped form and has not been ground truthed) to "Verified - Wetland Delineation" (meaning the boundaries and type of wetland have been verified during an official wetland delineation). Because of the rapid nature of the protocol and the scale of data collection, this product is not a substitute for on-site investigations and field delineations. The dataset also includes broad classifications for each wetland type, e.g. estuarine, emergent wetland, forested wetland, shrub/scrub wetland, or water. Cowardin classifications were not used given rapid verification methods.

The accuracy of the wetlands map has improved over time as a result of the verification process. Fields were modified over time as necessitated by the workflow and values were updated with information, either from the field verifications, delineation reports, construction designs, or desktop reviews.

Https://www.nycgovparks.org/greening/natural-resources-group 

Data Dictionary:
Https://docs.google.com/spreadsheets/d/1UyJssBTcWSOzfOpP2r45ok_s3wZlc6RQ/edit?usp=sharing&ouid=100172030647057411202&rtpof=true&sd=true 

Map:
https://data.cityofnewyork.us/dataset/NYC-Wetlands/7piy-bhr9

Organization: City of New York
Serious Injury Response, Tracking & Analysis Program (SIRTA)

In accordance with NYC Administrative Code section 19-182.3, the Serious Injury Response, Tracking & Analysis Program (SIRTA) is a program at the New York City Department of Transportation (NYC DOT) that investigates, analyzes and reports on serious vehicular crashes, review street design, infrastructure and driver behavior at each crash location, and makes recommendations for safety street design or infrastructure. This dataset provides information on serious vehicular crashes that were analyzed and reported on as part of SIRTA.   For more information, please visit the NYC DOT website: https://www.nyc.gov/html/dot/html/about/dotlibrary.shtml#data

Tags: analysis, injury, response, serious, tracking, vehicle
Organization: City of New York
Budget - 2026 Budget Ordinance - Appropriations

The Annual Appropriation Ordinance is the final City operating budget as approved by the City Council. It reflects the City’s operating budget at the beginning of the fiscal year on January 1.

This dataset details the budgeted expenditures in the Ordinance and identifies them by department, appropriation account, and funding type: Local, Community Development Block Grant Program (CDBG), and other Grants. “Local” funds refer to those line items that are balanced with locally generated revenue sources, including but not limited to the Corporate Fund, Water Fund, Midway and O’Hare Airport funds, Vehicle Tax Fund, Library Fund and General Obligation Bond funds.

For more information about the budget process, visit http://www.chicago.gov/budget.

Tags: 2026, budget
Organization: City of Chicago
Budget - 2026 Budget Ordinance - Revenue

The Annual Appropriation Ordinance is the final City operating budget as approved by the City Council. It reflects the City’s operating budget at the beginning of the fiscal year on January 1, 2026.

This dataset contains the revenue detail portion of the Ordinance for Local funds.  “Local” funds are all funds, other than grant funds, used by the City for non-capital operations - including, but not limited to, the Corporate Fund, Water Fund, Midway and O’Hare Airport funds, Vehicle Tax Fund, and the Library Fund.

For more information about the budget process, visit http://www.chicago.gov/budget.

Tags: 2026, budget, revenue
Organization: City of Chicago
Budget - 2026 Budget Ordinance - Positions and Salaries

The Annual Appropriation Ordinance is the final City operating budget as approved by the City Council. It reflects the City’s operating budget at the beginning of the fiscal year on January 1, 2026.

This dataset displays the positions and related salaries detailed in the budget as of January 1. It is extracted from the personnel portion of the Appropriation Ordinance. The dataset presents the position titles (without names) and salaries described in the budget, but does not provide a reflection of the current city workforce with full names and salaries.

Disclaimer: the “Total Budgeted Units” column displays either A) the number of employees AND vacancies associated with a given position, or B) the number of budgeted units (ie. hours/months) for that position. “Position Control” determines whether Total Budgeted Units column will count employees and vacancies or hours/months. If a Position Control is 1, then employees and vacancies are displayed; if a Position Control is 0, then the total number of hours/months recorded is displayed.

For more information about the budget process, visit http://www.chicago.gov/budget.

For information on the current city workforce, with names, positions and salaries, visit the "Current Employee Names, Salaries, and Position Titles" dataset: https://data.cityofchicago.org/d/xzkq-xp2w.

Tags: 2026, budget
Organization: City of Chicago
Special Events

Upcoming events in Chicago. This dataset is used by the <a href="https://www.chicago.gov/oemc" target="_blank">Office of Emergency Management and Communications</a> and other City of Chicago departments and primarily focuses on those events with needs related to traffic management, public safety, and similar issues. We hope others will also find it useful but please note that it is designed for that primary purpose and may change as needed to support that purpose.

Other datasets that relate to events include <a href="https://data.cityofchicago.org/browse?sortBy=last_modified&limitTo=datasets&tags=events" target="_blank">these</a>.

Tags: events
Organization: City of Chicago
Section 604 Affidavit

<strong>A. SUMMARY</strong>
This dataset is from Section 604 Affidavits received from the public and submitted to Department of Building Inspection. 

All wood and metal decks, balconies, landings, exit corridors, stairway systems, guard rails, hand rails, fire escapes, or any parts thereof in weather-exposed areas of apartment buildings and hotels shall be inspected by a licensed general contractor, or a structural pest control licensee, or a licensed professional architect or engineer, verifying that the exit system, corridor, balcony, deck or any part thereof is in general safe condition, in adequate working order, and free from hazardous dry rot, fungus, deterioration, decay, or improper alteration. Property owners shall provide proof of compliance with this section by submitting an affidavit form (provided by the Department) signed by the responsible inspector to the Housing Inspection Services Division every five years.

<strong>B. HOW THE DATASET IS CREATED</strong>
This dataset is an extract from Microsoft access, the system of record for Section 604 Affidavits.

<strong>C. UPDATE PROCESS</strong>
This dataset will be updated yearly.

<strong>D. HOW TO USE THIS DATASET</strong>
This dataset can be used to check when Section 604 Affidavits were filled out or check for historical information on Affidavits.

Organization: City of San Francisco
SFEC Form 126f2 - Named Parties

This dataset contains the names of all contractors and subcontractors that are listed in City contract proposals on SFEC Form 126f2 - Notification of Submission of Proposal filings. 

The Named Parties dataset (https://data.sfgov.org/d/djj2-gvaq/) must be joined with the parent dataset (https://data.sfgov.org/d/pv99-gzft) using the DocuSignID to connect contractors and subcontractors to the proposals.

Organization: City of San Francisco
Calendar year federal revenue by company of U.S. natural resources

This dataset provides natural resource federal revenue by company on a calendar year basis. Natural resources are extracted from federal lands, federal waters, and Native American lands. It includes revenue types by commodity for companies extracting natural resources on federal lands and waters. It does not include company revenue from Native American lands or privately owned lands. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains federal revenue by company data from 2013-present.

Tags: economy, environment, federal-lands, geoscientificinformation, location, offshore-waters, outer-continental-shelf
Organization: Department of the Interior
Monthly production disposition of U.S. natural resources revenue

This dataset contains monthly production disposition volumes from ONRR’s OGOR-B form. These volumes come from the production of oil and gas. Natural resources are extracted from federal lands, federal waters, and Native American lands. Federal production volumes are available by state, county, and offshore area. Location data is withheld for Native American data. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains monthly production disposition data from January 2015-present.

Tags: economy, environment, federal-lands, geoscientificinformation, location, offshore-waters, outer-continental-shelf
Organization: Department of the Interior
Historical fiscal year disbursements of U.S. natural resources revenue

This dataset includes natural resource revenue disbursements for U.S. federal lands, federal offshore areas, and Native American lands. It does not include privately owned lands or U.S. state lands. The disbursements go to the U.S. General Treasury Fund, states and local governments, Native American tribes and individuals, Land and Water Conservation Fund, Historic Preservation Fund, Reclamation Fund, and several smaller funds within federal agencies. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains disbursement information to funds for fiscal years 1982-2002. Disbursements of revenue from extractive activities on U.S. federal lands occur monthly. This dataset is a sum of those disbursements by fiscal year.

Tags: economy, environment, federal-lands, geoscientificinformation, location, native-lands, offshore-waters, outer-continental-shelf
Organization: Department of the Interior
Fiscal year production of U.S. natural resources revenue

This dataset includes commodity production volumes of natural resources by fiscal year. Natural resources are extracted from federal lands, federal waters, and Native American lands. Federal production volumes are available by state, county, and offshore area. Location data is withheld for Native American data. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains production data from fiscal years 2003-present.

Tags: economy, environment, federal-lands, geoscientificinformation, location, native-lands, offshore-waters, outer-continental-shelf
Organization: Department of the Interior
Historical monthly production disposition of U.S. natural resources revenue

This dataset contains historical monthly production disposition volumes from ONRR’s OGOR-B form. These volumes come from the production of oil and gas. Natural resources are extracted from federal lands, federal waters, and Native American lands. Federal production volumes are available by state, county, and offshore area. Location data is withheld for Native American data. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains monthly production disposition data from January 2003 - December 2014.

Tags: economy, environment, federal-lands, geoscientificinformation, location, offshore-waters, outer-continental-shelf
Organization: Department of the Interior
Fiscal year revenue of U.S. natural resources

This dataset includes revenue from natural resources by fiscal year. Natural resources are extracted from federal lands, federal waters, and Native American lands. The data is further broken down by location, lease type, revenue type (e.g., bonuses, rents, and royalties), and commodity/product information. It does not include privately-owned lands or U.S. state lands. Federal revenue data is available by location. Native American data is only available at the national level to protect private and personally identifiable information. The dataset is tracked and managed by the Department of the Interior’s Office of Natural Resources Revenue. It contains revenue data from fiscal years 2004-present.

Tags: economy, environment, federal-lands, geoscientificinformation, location, native-lands, offshore-waters, outer-continental-shelf
Organization: Department of the Interior