AndreaBozzo/ceres-open-data-index huggingface dataset:
2006 Orthoimagery Brooklyn

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2006 Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2006-Ortho-Tile-Index/9e4i-rd56) or (https://data.cityofnewyork.us/City-Government/2006-Orthoimagery-Tile-Index/mthv-t59m)

Tags: aerial, brooklyn, gis, imagery, map, ortho, photography, tile
Organization: City of New York
2012 Orthoimagery Manhattan

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2012 Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2012-Orthoimagery-Tile-Index/aajk-7hbr)

Tags: aerial, gis, imagery, manhattan, map, ortho, photography, tile
Organization: City of New York
DOF: Condominium Comparable Rental Income – Queens – FY 2008/2009

The Department of Finance (DOF) is required by NY State law to value condominiums or cooperatives as if they were residential rental apartment buildings.   DOF uses income information from rental properties similar in physical features and location to the condominiums or cooperatives. DOF applies this income data to the condominium or cooperative and determine its value in the same way DOF values rental apartment buildings.
Update Frequency: Annually

Tags: apartment, borough, buildings, condominiums, cooperatives, department-of-finance, dof, finance, queens, rental-properties, rental-property, residential
Organization: City of New York
DOF: Cooperative Comparable Rental Income – Manhattan– FY 2011/2012

The Department of Finance (DOF) is required by NY State law to value condominiums or cooperatives as if they were residential rental apartment buildings.   DOF uses income information from rental properties similar in physical features and location to the condominiums or cooperatives. DOF applies this income data to the condominium or cooperative and determine its value in the same way DOF values rental apartment buildings.

Tags: apartment, borough, buildings, cooperatives, department-of-finance, dof, finance, manhattan, rental-properties, rental-property, residential
Organization: City of New York
2008 Orthoimagery Bronx

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2008 Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2008-Orthos-Tile-Index/dy62-2n2g)

Tags: aerial, bronx, gis, imagery, map, ortho, photography, tile
Organization: City of New York
Historical Medallion Drivers – Passenger Assistance Trained 2019-2020

This list contains information on the status of current medallion drivers who had completed Passenger Assistance Training. This list is accurate to the date and time represented in the Last Date Updated and Last Time Updated fields. To view the latest list please visit https://data.cityofnewyork.us/Transportation/Medallion-Drivers-Passenger-Assistance-Trained/td5q-ry6d/

Tags: medallion, tlc
Organization: City of New York
Historical Medallion Drivers – Passenger Assistance Trained 2014-2016

This list contains information on the status of current medallion drivers who had completed Passenger Assistance Training. This list is accurate to the date and time represented in the Last Date Updated and Last Time Updated fields.
To view the latest list please visit https://data.cityofnewyork.us/Transportation/Medallion-Drivers-Passenger-Assistance-Trained/td5q-ry6d/

Tags: driver, limousine, medallion, taxi, taxi-driver, taxi-license, taxicab, tlc
Organization: City of New York
FY2018 PMMR Agency Services and Goals

Services and goals for agencies as defined by the Preliminary Mayor's Management Report (PMMR)

Tags: 2018, actual, agency, agency-code, appropriation, authorized-budget, critical, financial-plan, fiscal-2018, fiscal-2019, fy18, fy18-pmmr-goals-and-services, fy19, goal, goal-description, goals, goals-and-services, indicators, key-performance-indicators, kpi, kpis, management, metrics, mmr, operations, ops, performance, pmmr, pmmr-fy18, pmmr-goals, pmmr-services, pmmr-services-and-goals, pmmr-targets, preliminary-mayors-management-report, report, resources, service, services, tgt-19, units-of-appropriation
Organization: City of New York
DOF: Cooperative Comparable Rental Income – Manhattan– FY 2010/2011

The Department of Finance (DOF) is required by NY State law to value condominiums or cooperatives as if they were residential rental apartment buildings.   DOF uses income information from rental properties similar in physical features and location to the condominiums or cooperatives. DOF applies this income data to the condominium or cooperative and determine its value in the same way DOF values rental apartment buildings.
Update Frequency: Annually

Tags: apartment, borough, buildings, cooperatives, department-of-finance, dof, finance, manhattan, rental-properties, rental-property, residential
Organization: City of New York
Internet Master Plan: Adoption and Infrastructure Data by Neighborhood

Key indicators of broadband adoption, service and infrastructure in New York City.</p>
<b>Data Limitations:</b> Data accuracy is limited as of the date of publication and by the methodology and accuracy of the original sources.  The City shall not be liable for any costs related to, or in reliance of, the data contained in these datasets.

Tags: access, broadband, broadband-adoption, cable, city-assets, city-buildings, connectivity, digital-divide, digital-equity, digital-inclusion, infrastructure, internet, internet-master-plan, internet-service-provider, internet-speed, mobile, mobile-broadband, mobile-broadband-adoption, mobile-telecommunications, network, planning, pole, pole-attachments, poles, poletop, public-wi-fi, street-furniture, telecommunications, wi-fi
Organization: City of New York
2010 Orthoimagery Brooklyn - 1 of 2

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2010 Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2010-Orthos-Tile-Index/chzg-3b9u)

Tags: aerial, brooklyn, gis, imagery, map, ortho, photography, tile
Organization: City of New York
2015 Street Tree Census - Blockface Data

Blockface data from the TreesCount! 2015 Street Tree Census, conducted by volunteers and staff organized by NYC Parks & Recreation and partner organizations. Blockface data includes tree counts and data collection status by block. Accompanying street tree data is available, indicating tree-level details such as tree species, size and other characteristics.

Tags: census, dpr, parks, trees, treescount
Organization: City of New York
2002 Orthoimagery Queens

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2002 Bronx, Brooklyn, Queens Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2002-Bronx-Brooklyn-Queens-Orthoimagery-Tile-Index/tqh4-y786)

Tags: aerial, gis, imagery, map, ortho, photography, queens, tile
Organization: City of New York
FY03 – FY12 MMR Agency Performance Indicators

This data was collected biaannually from divisions at the Department reasonsible for tracking performance indicators connected to Agency activities. Each measure reflects a particular aspect of agency service operations that the City’s Commissionersand agency heads viewed as key public service areas and criticial objectives connected to policy priorities and operational strategies. These metrics were developed through a collaboration between the Mayor’s Office of Operations and the senior managers of each agency. Results are compared to pre-stated targets or to performance for previous reporting periods.

<i>Use ‘CSV for Excel’ when downloading this dataset and then sort in alphabetical order by Agency.<i>

Tags: city-planning, mayors-management-report, metrics, mmr, performance
Organization: City of New York
DOF: Condominium Comparable Rental Income – Queens – FY 2011/2012

Condominiums and cooperatives are valued as if they were residential rental apartments. Income information from similar rental properties is applied to determine value.
The Department of Finance (DOF) chooses similar properties to value condos and coops. Properties are selected based on a combination of factors such as: land location, income levels, building age and construction and exemptions and subsidies.
Update Frequency: Annually

Tags: apartment, borough, buildings, condominiums, cooperatives, department-of-finance, dof, finance, queens, rental-properties, rental-property, residential
Organization: City of New York
DOF: Summary of Neighborhood Sales in Queens for Class 1-, 2- and 3-Family homes - 2006

The Department of Finance (DOF) maintains records for all property sales in New York City, including sales of family homes in each borough. This list is a summary of neighborhood sales for Class 1-, 2- and 3-Family homes in Queens in 2006.

This list includes all sales of 1-, 2-, and 3-Family Homes' from January 1st, 2006 to December 31, 2006, whose sale price is equal to or more than $150,000.  The Building Class Category for Sales is based on the Building Class at the time of the sale.

Tags: borough, class-1, class-2, class-3, family-homes, queens
Organization: City of New York
2004 Orthoimagery Tile Index

This 2004 Orthoimagery Tile Index file can be used to geo-reference the individual image tiles across the City. This tile index is used in conjunction with the 2004 Orthoimagery by individual Borough download. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md

Tags: aerial, gis, imagery, index, map, ortho, photography, tile
Organization: City of New York
NYC Mobile Services Study

The New York City Department of Consumer and Worker Protection's Office of Financial Empowerment (OFE) published a research study in 2015, evaluating the use of mobile financial services to establish patterns of use among low and middle income New Yorkers. The purpose of this exploration was to analyze the needs, barriers, and opportunities to increase financial inclusion through mobile financial services use.

The published report can be found here: https://www1.nyc.gov/assets/dca/MobileServicesStudy/Research-Brief.pdf

Tags: banking, banks, consumer, dcwp, financial, financial-inclusion, low-income, mobile, services, unbanked, underbanked
Organization: City of New York
Directory Of Unsheltered Street Homeless To General Population Ratio 2011

"Ratio of Homeless Population to General Population in major US Cities in 2011.
*This represents a list of large U.S. cities for which DHS was able to confirm a recent estimate of the unsheltered population.  A 2011 result is available for Seattle, WA, Miami, FL, and Boston, MA.. 2011 results are not yet available for the other cities, and their 2009 data are displayed in this chart. General population figures are 2010 estimates in New York, San Francisco, and Chicago, and 2009 estimates elsewhere."

Tags: dhs, homeless, population, ratio
Organization: City of New York
DOF: Cooperative Comparable Rental Income – Brooklyn – FY 2011/2012

The Department of Finance (DOF) is required by NY State law to value condominiums or cooperatives as if they were residential rental apartment buildings.   DOF uses income information from rental properties similar in physical features and location to the condominiums or cooperatives. DOF applies this income data to the condominium or cooperative and determine its value in the same way DOF values rental apartment buildings.
Update Frequency: Annually

Tags: apartment, borough, brooklyn, buildings, cooperatives, department-of-finance, dof, finance, rental-properties, rental-property, residential
Organization: City of New York
DOF: Condominium comparable rental income – Manhattan - FY 2010/2011

The Department of Finance (DOF) is required by NY State law to value condominiums or cooperatives as if they were residential rental apartment buildings.   DOF uses income information from rental properties similar in physical features and location to the condominiums or cooperatives. DOF applies this income data to the condominium or cooperative and determine its value in the same way DOF values rental apartment buildings.
Update Schedule: Annually

Tags: apartment, borough, buildings, condominiums, cooperatives, department-of-finance, dof, finance, manhattan, rental-properties, rental-property, residential
Organization: City of New York
Monthly Performance Management Reports (includes Corruption Lectures and Customer Service indicators)

This dataset contains select monthly performance statistics that DOI regularly reports to the Mayor's Office of Operations for 2010 - 2015.  This dataset includes several indicators that are cummulated for the Mayor's Management Reports, such as the including numbers of complaints received by the Agency and the numbers of arrests made.  This dataset also includes monthly statistics on the Agency's outreach efforts (anticorrupion and whistleblower lectures) as well customer service indicators (such as the number of emails received by the Agency).

Tags: doi, investigation, management, performance
Organization: City of New York
Radiation Producing Equipment

This dataset consists of registrations for radiation producing equipment. The owner or operator of any radiation installation or of any radiation equipment in operable condition intended to be used for patient clinical diagnosis and/or treatment must obtain a current Radiation Producing Equipment - Certificate of Registration from the NYC Department of Health and Mental Hygiene (DOHMH) in order to establish (set up), maintain or operate such equipment. Registrations are categorized by facility and must be renewed every two years.

Tags: accelerator, dental, linear, radiation, radioactive, veterinary, x-ray, xray
Organization: City of New York
2010 Orthoimagery Staten Island

The Department of Information Technology and Telecommunications, GIS Unit, is providing the raw orthoimagery for download. This orthoimagery is used to create the Aerial Photography Tile Layer services described in further detail here: https://maps.nyc.gov/tiles/. Full metadata on the Aerial & Orthoimagery can be found at: https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_AerialImagery.md 
The 2010 Orthoimagery Tile Index can be used to geo-reference the individual image tiles across the City (https://data.cityofnewyork.us/City-Government/2010-Orthos-Tile-Index/chzg-3b9u)

Tags: aerial, gis, imagery, map, ortho, photography, staten-island, tile
Organization: City of New York
NYC Independent Budget Office (IBO) Capital Expenditures Since 1985

Annual capital expenditures, by capital budget area and agency, from FY 1985 - 2020. Source: Comprehensive Annual Financial Reports of the Comptroller

Tags: environmental-protection-and-sanitation-education, housing-and-economic-development, nyc-independent-budget-office-ibo-capital-expenditures-since-1985, transportation-services
Organization: City of New York
NYC Municipal Building Energy Benchmarking Results (2014)

This is a list of New York City municipal buildings over 10,000 square feet by borough, block, lot, and agency, identifying each building’s energy intensity (kBtu/sq. ft.), Portfolio Manager benchmarking rating, where available, and the total GHG emissions for the calendar years 2010 - 2014.

Tags: benchmarking, energy, greenhouse-gas-emissions, public-buildings
Organization: City of New York
NYC Urban Tree Canopy Assessment Metrics 2010

Tree Canopy (TC) Assessment metrics for New York City.  This dataset consists of TC metrics summarized to several different sets of geographic base layers. The metrics presented in this table are based on 2010 high resolution land cover dataset.

The TC Assessment is a top-down approach to analyzing the forest.  Its purpose is to integrate high resolution land cover data with other GIS datasets to produce a set of detailed metrics on the forest that allow decision makers to know how much tree canopy currently exists (termed Existing TC) and amount of land where is it biophysically feasible to establish tree canopy on (termed Possible TC). 

Existing TC is determined by extracting all features classified as tree canopy from a high resolution land cover dataset.  Possible TC is determined by identifying land where canopy could possibly exist.  Possible TC in a GIS context is determined by overlaying high resolution land cover with cadastral and planimetric datasets to include building polygons and road polygons.  

Possible TC is queried out from this overlay and consists of all land that was not existing canopy, not water, not a building, and not a road.  Possible TC is further divided into two subcategories:  Possible-impervious and Possible-vegetation.  Possible-impervious consists of all impervious land that, through modification, could support tree canopy.  Examples of such features are parking lots, driveways (through overhanging coverage) and playgrounds.  Possible-vegetation consists of all land that is low-lying vegetation, primarily grass or shrubs, which could conceivably be converted to support tree canopy.  Examples of such features include residential lawns and playing fields.  TC metrics do not serve to address the issues of where it is socially desirable or financially feasible to plant trees.  Rather, the TC metrics serve as the basis for beginning to form answers to these questions.   

TC metrics are presented in the attribute table as both absolute area (in map units) and relative area (percentage of land area) per parcel.  For example, an Existing TC Area (TC_E_A) value of 13,677 and an Existing TC Percentage (TC_E_P) of 21.8 indicate that for the parcel in question the area of Existing TC is 13,677 (in map units) and 21.8% of that feature is tree canopy.   This assessment was completed by the University of Vermont's Spatial Analysis Laboratory with funding from National Urban and Community Forestry Advisory Council (NUCFAC) and the National Science Fundation (NSF) and in cooperation with the USDA Forest Service's Northern Research Station.

The TC Assessment protocols were developed by the USDA Forest Service's Northern Research Station and the University of Vermont's Spatial Analysis Laboratory in collaboration with the Maryland Department of Natural Resources.  TC assessments have been conducted for numerous communities throughout the U.S. where the results have been instrumental in helping to establishing TC goals.

Tags: buildings, canopy, dpr, grass, healthy-living, landcover, paved, roads, tree, water
Organization: City of New York
Land Cover Raster Data (2017) – 6in Resolution

A 6-in resolution 8-class land cover dataset derived from the 2017 Light Detection and Ranging (LiDAR) data capture. This dataset was developed as part of an updated urban tree canopy assessment and therefore represents a ''top-down" mapping perspective in which tree canopy overhanging features is assigned to the tree canopy class. The eight land cover classes mapped were: (1) Tree Canopy, (2) Grass\Shrubs, (3) Bare Soil, (4) Water, (5) Buildings, (6) Roads, (7) Other Impervious, and (8) Railroads. The primary sources used to derive this land cover layer were 2017 LiDAR (1-ft post spacing) and 2016 4-band orthoimagery (0.5-ft resolution). Object based image analysis was used to automate land-cover features using LiDAR point clouds and derivatives, orthoimagery, and vector GIS datasets -- 
 City Boundary (2017, NYC DoITT)
 Buildings (2017, NYC DoITT)
 Hydrography (2014, NYC DoITT)
 LiDAR Hydro Breaklines (2017, NYC DoITT)
 Transportation Structures (2014, NYC DoITT)
 Roadbed (2014, NYC DoITT)
 Road Centerlines (2014, NYC DoITT)
 Railroads (2014, NYC DoITT)
 Green Roofs (date unknown, NYC Parks)
 Parking Lots (2014, NYC DoITT)
 Parks (2016, NYC Parks)
 Sidewalks (2014, NYC DoITT)
 Synthetic Turf (2018, NYC Parks)
 Wetlands (2014, NYC Parks)
 Shoreline (2014, NYC DoITT)
 Plazas (2014, NYC DoITT)
 Utility Poles (2014, ConEdison via NYCEM)
 Athletic Facilities (2017, NYC Parks)

For the purposes of classification, only vegetation > 8 ft were classed as Tree Canopy. Vegetation below 8 ft was classed as Grass/Shrub.

To learn more about this dataset, visit the interactive "Understanding the 2017 New York City LiDAR Capture" Story Map -- https://maps.nyc.gov/lidar/2017/
Please see the following link for additional documentation on this dataset -- https://github.com/CityOfNewYork/nyc-geo-metadata/blob/master/Metadata/Metadata_LandCover.md

Tags: bare-soil, buildings, grass, impervious, land-cover, lidar, new-york-city, railroad, roads, shrub, tree-canopy, water
Organization: City of New York
DOF: Summary of Neighborhood Sales Citywide for Class 1-, 2- and 3-Family homes - 2007

The Department of Finance (DOF) maintains records for all property sales in New York City, including sales of family homes in each borough. This list is a summary of all neighborhood sales for Class 1-, 2- and 3-Family homes Citywide in 2007.

This list includes all sales of 1-, 2-, and 3-Family Homes' from January 1st, 2007 to December 31, 2007, whose sale price is equal to or more than $150,000.  The Building Class Category for Sales is based on the Building Class at the time of the sale.
Update Frequency: Annually

Tags: borough, citywide, class-1, class-2, class-3, department-of-finance, dof, family-homes, finance, homes, neighborhood-sales, neighborhoods, properties, property, sales
Organization: City of New York