AndreaBozzo/ceres-open-data-index huggingface dataset:
Donations to Not-for-Profit Organizations Affiliated with Elected Officials

Pursuant to the Affiliated Not-for-Profits Law, found in Chapter 9 of Title 3 of the New York City Administrative Code, a not-for-profit organization affiliated with an elected official must report to COIB annually information about certain donations received. Specifically, “restricted" organizations (that is, organizations that spend at least 10% of their expenditures on communications featuring the name, voice, or likeness of the affiliated elected official) are required to report information about any donation from the household of a person listed in the City’s Doing Business Database, as well as any other donation of $1,000 or more. All other "unrestricted" organizations are required to report information about donations of $5,000 or more. This dataset includes the names of donors; the value of the donation; the date of the donation; and a description of the donation.
Drivers and Attendants

OPT does not operate any buses nor does it directly employ any bus drivers or attendants. Drivers and attendants (sometimes referred to as ‘matrons’ or ‘escorts’) and employed by bus vendors themselves. OPT manages systems and processes to ensure that drivers and attendants have all requisite background checks and certifications. The Driver and Attendant summary data is available for each bus vendor and describes the number of active employees by job type.
DSNY Commercial Waste Zones

While the NYC Department of Sanitation (DSNY) collects trash, recycling, and compostable material from residents, businesses are required to hire private carters to collect their waste. Following significant planning, analysis, and contract development, DSNY is overhauling the City's commercial waste industry mandated under Local Law 199 of 2019 to make our City cleaner and safer. Commercial Waste Zones create a regulatory framework that establishes new safety standards for workers in the commercial carting industry, improving service for businesses, and reducing harmful emissions from waste hauling vehicles. DSNY has broken the five boroughs into 20 Commercial Waste Zones and authorized three carters to offer curbside services in each zone. For more information, see: [https://www.nyc.gov/site/dsny/businesses/commercial-waste-zones.page]
DSNY DonateNYC Directory

Sites listed in the DonateNYC Directory. For more information, see: https://www1.nyc.gov/assets/donate/site/Directory To reduce needless waste and increase diversion of reusable material from landfills, the NYC Department of Sanitation established donateNYC in 2016. donateNYC helps New Yorkers give goods, find goods, and do good, with tools that make it easy to donate or find used goods. By donating and reusing goods instead of discarding them, New Yorkers can greatly reduce waste, conserve energy and resources, save money, and help provide jobs and human services for New Yorkers in need. donateNYC is an essential part of NYC’s Zero Waste Goals. donateNYC also provides vital support for New York City’s reuse community, helping nonprofit organizations and local reuse businesses increase and promote their reuse efforts.
DSNY Litter Basket Inventory

Locations and types of refuse litter baskets tracked by DSNY. This data is collected through periodic surveys by DSNY field personnel. For more information about NYC rules and regulations about litter and litter baskets, please see: [https://www.nyc.gov/site/dsny/what-we-do/cleaning/litter-baskets.page]. Each record represents the approximate location, ownership, and physical type of a single refuse litter basket. Litter basket locations are subject to frequent change, for reasons that include but are not limited to litter basket damage; nearby construction; graffiti; and/or persistent, illegal use of basket for household or commercial waste. There is often a lag time between a change in basket type or location and the reflection of that change in this dataset. This dataset includes information on BID-owned and Privately-owned litter baskets. Non-profit and private entities wishing to place a litter basket on a public street must receive permission from the Department of Sanitation. This dataset does not track public litter baskets placed by other City, State, or Federal agencies, notably the NYC Department of Parks and Recreation. Recycling baskets are also not tracked in this dataset.
DSNY Organics Collection Participation (Historic)

The number of NYC households, residential buildings, and new schools receiving curbside organics collection, by Fiscal Year that collection began. As of October 2024, curbside composting service is available to all NYC residents. As a result, this dataset will no longer be updated going forward. For more information, visit: [https://nyc.gov/curbsidecomposting]. Note that Curbside Composting service was suspended from May 4, 2020 until October 1, 2021.
DSNY Other Organics Collection Tonnages

Annual tons of food scraps dropped off at Green Markets and nonprofit partners. Also includes deliveries of organics such as leaf and wood wastes to nonprofit partners. In FY 2021, DSNY suspended its collection of food scraps from Green Markets due to COVID and COVID-related budget cuts. In FY 2021, nonprofit partners started to haul their own organic material. * For DSNY monthly tonnages collected curbside by DSNY vehicles, see: [https://data.cityofnewyork.us/City-Government/DSNY-Monthly-Tonnage-Data/ebb7-mvp5]. * Visit [ https://www.nyc.gov/site/dsny/collection/residents/food-scrap-drop-off.pages] for food scrap drop-off updates. * For more information about NYC's organics collection programs, see: [https://www.nyc.gov/site/dsny/collection/residents/curbside-composting.page].
DSNY - PlowNYC Data

A table containing physical ID (a unique street segment identifier) and the date/time with which it was last associated with a GPS signal emitted by a NYC Department of Sanitation (DSNY) snow clearing vehicle. The PlowNYC website (https://plownyc.cityofnewyork.us/plownyc/) allows you to track the progress of DSNY snow removal vehicles. To learn more about DSNY’s Snow Response, visit: https://www.nyc.gov/site/dsny/what-we-do/snow-response.page.
DSNY Salt Usage

The amount of salt the NYC Department of Sanitation (DSNY) dispenses from salt sites during snow season. DSNY is responsible for the removal of snow and ice from all New York City highways and streets during and post snowstorms. A common way to clear icy roads is to apply a layer of salt, which lowers the freezing temperature of water and melts the ice. Salting roads represents an effective method for preventing weather-related collisions. For more information on DSNY’s snow response, see: [ https://www.nyc.gov/site/dsny/what-we-do/snow-response.page.]
DSNY Waste Characterization 2017 - Main Sort Results

The Department conducted the 2017 NYC Residential, School, and NYCHA (NYC Housing Authority) Waste Characterization Study over three seasons: spring, summer, and fall. This study builds on decades of research and analysis into the evolving composition of NYC's waste stream. The study team hand sorted samples into 70 main sort categories. Results are presented in absolute terms as the quantity by weight of each material type. The quantity of each material is calculated by applying the percent composition to the total quantity of DSNY collections for fiscal year 2017 (July 2016-June 2017).
DSNY Waste Characterization 2017 – Subsort Results

The Department conducted the 2017 NYC Residential, School, and NYCHA (NYC Housing Authority) Waste Characterization Study over three seasons: spring, summer, and fall. This study builds on decades of research and analysis into the evolving composition of NYC's waste stream. The study team hand sorted samples into 70 main sort categories. Sub-sorting of an additional 172 categories was conducted to get a more detailed understanding of the wide variety of plastic products in the waste stream, as well as a sub-set of Paper products. Results are presented in absolute terms as the quantity by weight of each material type. The quantity of each material is calculated by applying the percent composition to the total quantity of DSNY collections for fiscal year 2017 (July 2016-June 2017).
DSNY Waste Characterization 2023 - Main Sort Results

The NYC Department of Sanitation (DSNY) conducted the 2023 Waste Characterization Study in the Fall of 2022 and Spring of 2023. The 2023 Study determined the waste composition of several major sources from which DSNY collects: residential households, New York City Public Schools, the New York City Housing Authority (NYCHA), and on-street litter baskets. Waste from these generators was categorized into 96 main material categories, which are provided in this dataset by residential strata and time period. Results are presented in absolute terms as the quantity by weight of each material type, per stream. The quantity of each material is calculated by applying the percent composition to the total quantity of specified DSNY collections.
DSNY Waste Characterization 2023 - Subsort Results

The NYC Department of Sanitation (DSNY) conducted the 2023 Waste Characterization Study in the Fall of 2022 and Spring of 2023. The 2023 Study determined the waste composition of several major sources from which DSNY collects: residential households, New York City Public Schools, the New York City Housing Authority (NYCHA), and on-street litter baskets. Waste from these generators was categorized into 96 main material categories. In addition to the 96 sort categories, certain material groups were further subsorted into 826 subsort categories which are provided in this dataset by residential strata and time period. Because not all the main material categories were subsorted, there are two separate datasets — one for the main sort results and one for the subsort results. Results for both datasets are presented in absolute terms as the quantity by weight of each material type, per stream. The quantity of each material is calculated by applying the percent composition to the total quantity of specified DSNY collections.
DSNY Waste Characterization - Comparative Results

The NYC Department of Sanitation (DSNY) has conducted four waste characterization studies to date: 2005, 2013, 2017, and 2023. For each study, a representative sample of waste is sorted into distinct material categories and aggregated into statistically significant data on the composition of the City's discards. This dataset contains the change in the composition of the City's waste streams across all four studies.
DYCD Runaway and Homeless Youth (RHY) Demographics and Services (Local Law 86)

This dataset provides data on DYCD Runaway & Homeless Youth participant demographics, services accessed, and exit dispositions. For more information about programs, visit https://www1.nyc.gov/site/dycd/services/services.page and https://discoverdycd.dycdconnect.nyc/home. For the RHY Data Collection, please follow [ this link].
E-Designations

This data set contains information and locations of (E) Designations, including CEQR Environment Requirements (Table 1) and CEQR Restrictive Declarations (Table 2), in Appendix C of the Zoning Resolution. An (E) Designation provides notice of the presence of an environmental requirement pertaining to potential hazardous materials contamination, high ambient noise levels or air emission concerns on a particular tax lot. All previously released versions of this data are available on the [DCP Website: BYTES of the BIG APPLE]. Current version: 20260401
Early Relationship Abuse Prevention Program (Early RAPP) Pre and Post Surveys

The Early Relationship Abuse Prevention Program (Early RAPP) seeks to help middle schoolers identify unhealthy behaviors to prevent them from forming patterns of abuse while learning to build healthy relationship skills at a critical time in their development. Importantly, Early RAPP works to create a school culture that supports those respectful relationships, and creates safe spaces for young people to seek help for themselves and their peers. Community Educators facilitate interactive workshops for students, parents, and community members, as well as trainings to school staff. The Early RAPP aims to improve student knowledge and understanding of the types of abuse and healthy relationships. In order to measure the changes in knowledge and attitudes resulting from their workshops and trainings, Community Educators conduct surveys before and after workshops. Every school year, Community Educators are required to conduct at least three workshops in the fall semester and at least three workshops in the spring semester, in which pre- and post-workshop surveys are conducted. Participant responses are anonymous. The Early RAPP pre- and post-workshop surveys are identical, consisting of fourteen standard questions about teen dating violence and healthy relationships with response options: Agree/Disagree (10 questions) and Healthy/Not Sure/Unhealthy (4 questions). The questions aim to measure each participant’s understanding of the topics covered in the workshop. This report provides a summary of pooled results from 1,325 pre- surveys and 1,093 post- surveys from workshops conducted with middle school students between January 30, 2019 and January 21, 2021.
EEO-4 Reports

The EEOC collects workforce data from employers with more than 100 employees, including State and Local governments. Federal agencies use the report to develop new strategies in furtherance of EEO practices, helping jurisdictions to establish benchmarks and provide guidance in the evaluation of internal programs to ensure equal employment opportunity. The City of New York is legally mandated to submit the federal EEO-4 report every two years. The report provides a summary of a jurisdiction's workforce composition by agency function, job category, salary, race/ethnicity, and gender.
Electric Vehicle (EV) Charging Data - Municipal Lots and Garages

New York City is creating PlugNYC, a comprehensive network of publicly accessible Level 2 Chargers with output up to 240-volts to recharge EVs and DC fast chargers with output over 480 volts. Working with New York City Department of Transportation, electric vehicle charging stations are installed at NYC Municipal Lots and Garages for public usage. This data includes location and usage data. The public is advised to observe posted signage for compliance with applicable laws and regulations. For more information, please visit the NYC DOT Electric Vehicles page: https://www.nyc.gov/html/dot/html/motorist/electric-vehicles.shtml#/find/nearest
EMS Incident Dispatch Data

The EMS Incident Dispatch Data file contains data that is generated by the EMS Computer Aided Dispatch System. The data spans from the time the incident is created in the system to the time the incident is closed in the system. It covers information about the incident as it relates to the assignment of resources and the Fire Department’s response to the emergency. To protect personal identifying information in accordance with the Health Insurance Portability and Accountability Act (HIPAA), specific locations of incidents are not included and have been aggregated to a higher level of detail.
ENDGBV: The Intersection of Domestic Violence, Race/Ethnicity and Sex

This data set contains New York City Police Department provided incident level data for domestic violence related offenses felony assaults, felony rapes and domestic incident reports) for calendar years 2020 and 2021. The data includes: date of incident, precinct of incident, borough of incident, suspect victim relationship, victim stated relationship description, victims race, victims sex, victims reported age, suspect race, suspect sex, suspect reported age, community district of incident, community district has high poverty rate, community district has low median household income, and high rate of unemployment. The following defines domestic violence incident report, domestic violence related felony assault and felony rapes: Domestic Violence Incident Report (DIR) is a form that police must complete every time they respond to a domestic incident, whether or not an arrest is made. A DIR would be filed for any domestic violence offense, including felony assault and felony rape.
Energy and Water Data Disclosure for Local Law 84 2022 (Data for Calendar Year 2021)

This data is collected annually via EPA Portfolio Manager. The data collection requires building owners to measure their energy and water consumption and compare it against that of similar buildings in the city and country. The data is useful for policy analysts as it provides transparency into energy and water consumption for the city's largest buildings. Please visit https://www1.nyc.gov/site/buildings/codes/benchmarking.page for additional information.
Entitation

Entitation is a process of identifying and describing discrete vegetation units (entities). Essentially, it is a general inventory of an area's plant communities conducted by means of aerial photograph interpretation and field reconnaissance. The survey results in the identification of ecologically distinct plant communities based on species and structure. The main dataset containing data describing each distinct vegetation community. For an entitation manual, please follow [this link] For the Entitation Parsed Species dataset, please follow [this link]
Entitation Parsed Species

Entitation is a process of identifying and describing discrete vegetation units (entities). Essentially, it is a general inventory of an area's plant communities conducted by means of aerial photograph interpretation and field reconnaissance. The survey results in the identification of ecologically distinct plant communities based on species and structure. A many-to-one listing of the species observed in each Entitation Unit. This dataset was derived from the original Entitation dataset through a thorough review process. For an entitation manual, please follow [this link] For the main Entitation dataset, please follow [this link]
Equitable Health Systems - Health Insurance Enrollment

## Note: Services are offered at our enrollment sites in-person and over the phone. Help is available in many languages and regardless of immigration status. Health insurance enrollment and assistance with SNAP benefits (Food Stamps) Data collected to promote health insurance enrollment among uninsured New Yorkers. Each record represents a health center location where health insurance enrollment and assistance with SNAP benefits (Food Stamps) are offered. Data can be used by general public seeking assistance with signing up for health insurance or SNAP. Data may change as program needs are changed, e.g., opening of new site or change in hours of operation at a particular site.
Evictions

This dataset lists executed evictions within the five boroughs for the years 2017-Present (data prior to January 1, 2017, is not available). The data fields may be sorted by 20 categories of information including Court Index Number, Docket Number, Eviction Address, Marshal First or Last Name, Borough, etc.. Eviction data is compiled from New York City Marshals. City Marshals are independent public officials appointed by the Mayor. Marshals can be contacted directly regarding evictions, and their contact information can be found at https://www1.nyc.gov/site/doi/offices/marshals-list.page.
EZ Pass Readers 2021-July 2024

E-Z Pass readers are installed throughout NYC to determine traffic speed on local streets. The collected data were used to plan traffic calming and reorganizations of NYC streets. Projects like Midtown in Motion (MIM), a congestion management program served midtown Manhattan from 1st to 9th Avenue between 42nd to 57th Streets was conducted to make best adjustments for driver's needs. Data ranges from April 8, 2021 to July 7, 2024. For data after July 7, 2024, visit: https://data.cityofnewyork.us/Transportation/EZ-Pass-Readers-July-2024-current/6a2s-2t65/about_data
EZ Pass Readers July 2024- current

E-Z Pass readers are installed throughout NYC to determine traffic speed on local streets. The collected data were used to plan traffic calming and reorganizations of NYC streets. Projects like Midtown in Motion (MIM), a congestion management program served midtown Manhattan from 1st to 9th Avenue between 42nd to 57th Streets was conducted to make best adjustments for driver's needs. Note: There may be data between May 17th, 2025 through June 30th, 2025 that is unavailable due to system issues. For the historical data, please refer to this [dataset.]
facilities

The Department of City Planning aggregates information about 30,000+ facilities and program sites that are owned, operated, funded, licensed, or certified by a City, State, or Federal agency in the City of New York into a central database called the City Planning Facilities Database (FacDB). These facilities generally help to shape quality of life in the city’s neighborhoods, and this dataset is the basis for a series of planning activities. This public data resource allows all New Yorkers to understand the breadth of government resources in their neighborhoods. The data is also complemented with a [new interactive web map] that enables users to easily filter the data for their needs. Users are strongly encouraged to read the database documentation, particularly with regard to analytical limitations. Questions about this database can be directed to [dcpopendata@planning.nyc.gov] All previously released versions of this data are available at [BYTES of the BIG APPLE- Archive]
Facilities Database

The Department of City Planning aggregates information about 30,000+ facilities and program sites that are owned, operated, funded, licensed, or certified by a City, State, or Federal agency in the City of New York into a central database called the City Planning Facilities Database (FacDB). These facilities generally help to shape quality of life in the city's neighborhoods, and this dataset is the basis for a series of planning activities. This public data resource allows all New Yorkers to understand the breadth of government resources in their neighborhoods. The data is also complemented with a [new interactive web map] that enables users to easily filter the data for their needs. Users are strongly encouraged to read the database documentation, particularly with regard to analytical limitations. Questions about this database can be directed to [dcpopendata@planning.nyc.gov]. All previously released versions of this data are available on the [DCP Website: BYTES of the BIG APPLE]. Current version: 25v2
Fair Student Funding Budget Detail 1

Fair Student Funding Budget Detail FY 2015 - Part I This detail data contains has one row for each school for each of the weights that comprise the Fair Student Funding Formula (Grade Weight, Need Weights, and Portfolio Weights). Click Here for further information- http://schools.nyc.gov/offices/d_chanc_oper/budget/dbor/allocationmemo/fy14_15/Fair_School_Funding_FY2015.html
Fair Student Funding Budget Detail 2

Fair Student Funding Budget Detail FY 2015 - Part II This detail data contains one row for each school's data and calculations displayed on the Details screen starting from the "TOTAL FAIR STUDENT FUNDING WEIGHTED REGISTER AND FORMULA" to the bottom of the page. Click Here for further information- http://schools.nyc.gov/offices/d_chanc_oper/budget/dbor/allocationmemo/fy14_15/Fair_School_Funding_FY2015.html
Firefighter Probationary School Results Admissions and Graduation Statistics

This dataset contain cumulative counts of applicants from the current active firefighter exam listings, which include Exam 7001 (open-competitive) and Exam 7501 (promotional). This dataset dissects the career path stages of becoming a firefighter from application, examinations, to graduation. Visit https://www.joinfdny.com/careers/firefighter/ for more information on the firefighter career path.