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General ML benchmarks, tabular data, AutoML, recommendation systems, anomaly detection, evaluation suites
192,244 datasets
Hourly water temperature records from 1991 to 2012 underpin this climatology for the Great Barrier Reef. The dataset provides daily summary statistics, including averages, extremes, and quantiles, derived from loggers with 10 or more years of data at 'Slope' and 'Flat' reef locations. Data originates from the Australian Institute of Marine Science temperature logger program and is published via the Australian Ocean Data Network.
Monthly management information on staff numbers for the Northern Ireland Office, validated and released in CSV format. The data includes both payroll and non-payroll contingent labor, split between full-time equivalents and headcount, with payroll staff mapped to standard Civil Service grades. Staffing numbers are as at the last day of each month.
153 software engineering researchers participated in a survey on artifact sharing challenges. This replication package includes the survey instrument and a dataset analyzing artifacts in software engineering publications, supporting the paper published in Empirical Software Engineering. The data was created by Christopher S. Timperley of Carnegie Mellon University.
Experimental data from two studies investigating the link between simple motor actions and emotional memory retrieval. The dataset likely contains participant responses from tasks where individuals moved marbles upward or downward while recalling autobiographical memories. The research was conducted by Katinka Dijkstra at the Massachusetts Institute of Technology.
New England's Protected Open Space dataset is a compilation of existing open space data for the region, integrating sources such as The Nature Conservancy's Secured Areas, the National Conservation Easement Database, and the Protected Areas Database of the U.S. It is maintained by Harvard Forest for research purposes, with version 1.2 developed between May 2021 and March 2022 and published in March 2023. The dataset is provided in both file geodatabase and shapefile formats, with the geodatabase recommended for full attribute field names.
GeoBIM benchmark 2019 collected structured feedback from participants testing software support for Industry Foundation Classes (IFC) and CityGML standards. The dataset comprises Excel and PDF files containing answers to online forms about software behavior, geometry handling, and operating system compatibility. Results stem from a collaboration with multiple participants in a project funded by ISPRS and EuroSDR.
Imperial College London provides a database of regularized quantum periods for four-dimensional Fano manifolds. The dataset is maintained by Tom Coates and will be updated as new manifolds are discovered and periods computed. Each entry is a key-value record structured as described in the associated research paper.
A field experiment data collection assesses the role of dugong and turtle grazing in seagrass declines at Mabuyag and Orman Reefs in the Torres Strait. The project was conducted by the NESP Marine and Coastal Hub in collaboration with the TSRA, Sea Rangers, and Goemulgaw PBC. Data was collected between 2021 and 2022 using exclusion cages to compare seagrass canopy and biomass in grazed and ungrazed patches.
Brisbane City Council's City Plan 2014 dataset shows existing and future locations for parks and community facilities infrastructure. The feature class includes eight categories such as community facilities and park upgrades, with specific and indicative locations. This data is part of the Local Government Infrastructure Plan and is regularly updated by the Brisbane City Council.
478 local authorities in England submitted final outturn figures for capital expenditure and receipts for the financial years April 2007 to March 2008 and April 2008 to March 2009. The data was compiled by the Local Government Finance division of the UK's Department for Communities and Local Government. It is provided in XLS and HTML formats.
OSNI Open Data provides a 1:1,000,000 scale raster map depicting county-level administrative boundaries for Northern Ireland. This static image file is the smallest-scale raster product from the Ordnance Survey of Northern Ireland, designed for use as a background map in desktop and web applications. The dataset is published under an open government license, facilitating its use for overview mapping and spatial reference.
NESP Marine and Coastal Hub Project 4.11 provides data on scaling up long-term seagrass restoration in the Cocos (Keeling) Islands from 2024 to 2026. The project, co-developed with the CKI community and Parks Australia, includes experimental data from turtle exclusion zones and environmental monitoring. Outputs are managed by the Australian Ocean Data Network and include spatial, tabular datasets, and a final technical report.
Published by the Office for National Statistics and last updated on 2026-07-08. The dataset, titled 'OA EW BGC with RUCOA11', likely contains geospatial statistical information for the UK. It is available in multiple formats including CSV, GEOJSON, KML, ZIP, and ESRI REST.
Published by the Office for National Statistics and last updated on 2026-07-08. The dataset, titled 'OA EW BGC with RUCOA11', likely contains geospatial statistical information for the UK. It is available in multiple formats including CSV, GEOJSON, KML, ZIP, and ESRI REST.
Open data from the UK Office for National Statistics, last updated on 2026-07-08. The dataset likely contains geographic boundaries and statistical codes for Output Areas in England and Wales. It is published under the OGL-UK-3.0 license and is available in multiple formats including CSV, GEOJSON, KML, and ESRI REST.
UK data on the actual broadband speeds received by a sample of residential consumers with installed monitoring equipment. The dataset shows average performance for ADSL, cable, and fibre packages at a national level and separately for major internet service providers. Ofcom publishes this data to provide comparative information on broadband service performance, consistent with its research duties.
A dataset from Aarhus University containing 2,045 samples of normal and anomalous operation measurements from a UR-3e robot and OnRobot screwdriver, sampled at 100 Hz. Błażej Leporowski created this collection for research into industrial robot anomaly detection, with a technical report available on arXiv. The dataset includes 1,420 normal operation samples and 625 anomalous samples across five specific fault categories.
Alluvial gully erosion contributes 20-40% of fine sediment from the three largest sediment contributing catchments to the Great Barrier Reef. This dataset from the Australian Ocean Data Network evaluates the effectiveness of different management strategies to reduce such erosion, using a natural experiment from Cyclone Ita. Baseline data was collected at sites in the Normanby and Burdekin catchments between 2015 and 2016.
Bulgaria's radiological monitoring network measures radioactivity in environmental components to detect deviations from permissible levels. The data likely includes periodic measurements of atmospheric aerosols, non-arable soils, sediments, and surface waters from hundreds of sampling points across the country. The dataset is provided by the Data Department of Bulgaria's State e-Government Agency.
The dataset provides a spatial index of 17,335 tiles covering all of Northern Ireland, referenced to the Irish Grid. It serves as a reference system for locating and downloading 50-meter Digital Terrain Model (DTM) data, with urban areas mapped at 1:1250 scale and rural areas at 1:2500 scale. Tile dimensions are specified, with 1:1250 tiles covering 0.6 km by 0.4 km and 1:2500 tiles covering 1.2 km by 0.8 km.