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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
1,032 datasets
Digital vector boundaries for National Assembly for Wales Constituencies as at December 2015. The dataset contains five boundary versions at different resolutions and file sizes, from a 4 MB full-resolution extent to a 34 KB ultra-generalised version. It is provided by the Office for National Statistics and contains both Ordnance Survey and ONS Intellectual Property Rights.
Office for National Statistics provides digital vector boundaries for National Assembly Economic Regions (NAER) in Wales as of December 2015. The dataset includes four boundary versions: full resolution (extent of the realm and clipped to coastline), generalised (20m), and super generalised (200m). It contains Ordnance Survey and ONS Intellectual Property Rights.
Digital vector boundaries for National Assembly for Wales Constituencies as of 31 December 2016, provided by the Office for National Statistics. The dataset includes four boundary variants: full resolution (extent of the realm and clipped to coastline), generalised (20m), and super generalised (200m). File sizes range from 87 KB for the super generalised version to 5 MB for the full resolution clipped version.
Digital vector boundaries for the National Assembly for Wales Electoral Regions, published by the Office for National Statistics. Five boundary versions are available, ranging from full resolution to ultra generalised (500m), with file sizes from 23 KB to 3 MB. The data contains both Ordnance Survey and ONS Intellectual Property Rights.
Digital vector boundaries for the National Assembly for Wales Electoral Regions as of 31 December 2016. The dataset contains four boundary versions: full resolution (extent of the realm and coastline-clipped), generalised (20m), and super generalised (200m). It is provided by the Office for National Statistics and contains Ordnance Survey and ONS intellectual property rights.
Digital vector boundaries for the National Assembly for Wales constituencies as they stood on 31 December 2016. The dataset contains four boundary variants, including full-resolution and generalised versions, with file sizes ranging from 87 KB to 5 MB. It is provided by the Office for National Statistics under an OGL-UK-3.0 license.
Wales is covered by this list of National Assembly Economic Region names and codes as of 31 December 2017. The Office for National Statistics produced the data, which includes fields for region codes and names. The dataset was last updated on the platform in July 2026.
A lookup table from the Office for National Statistics mapping Output Areas to National Assembly for Wales constituencies and electoral regions. The data reflects the administrative boundaries as of December 2011 and is licensed under OGL-UK-3.0. It was last updated on the platform on July 8, 2026.
CTD-SRDL data from the Marine Mammals Exploring the Oceans Pole to Pole (MEOP) program, representing the Australian subset of quality-controlled conductivity, temperature, and depth profiles. The Australian dataset originated in 2004 from the University of Tasmania and includes data from elephant, fur, and Weddell seals, with 2024 additions from flatback and olive ridley turtles. This subset represents about one quarter of the entire MEOP-CTD database, which contains roughly 52,000 profiles from 275 tag deployments.
Footstep-induced structural vibration data from 10 participants walking at 8 different speeds, collected in 2017 and 2021. The dataset contains vertical velocity signals from 5 geophone sensors at a 1000Hz sampling rate, stored as footstep traces in a MAT-file. It was created by researchers including Yiwen Dong and Shijia Pan from Stanford University and is hosted on Zenodo.
Stanford University researchers collected structural vibration data from 10 participants walking in a 30ft x 6ft concrete hallway. The dataset contains footstep traces recorded by 5 geophone sensors at a 1000Hz sampling rate, with labels for person identity, sensor number, and 8 distinct walking speeds. It was published in 2021 and is stored in a MAT-file format.
Two sampling campaigns, in 1994-96 and 2004-06, collected stream water samples from 5,874 sites across Northern Ireland. The Geological Survey of Northern Ireland and the British Geological Survey conducted this regional geochemical survey following the G-BASE protocol. Sampling density averaged one site per 2.4 square kilometers.
Material demand scenarios for strategic technologies developed by the European Commission's Joint Research Centre in 2023. The dataset is complemented with information on the current global supply for relevant materials. It originates from a foresight study published by the Publications Office of the European Union.
Global ocean data from quality-controlled Biogeochemical Argo and GLODAP sources, used to train machine learning models. The dataset was compiled by Jonathan D. Sharp of the University of Washington to generate the GOBAI-O2 gridded product of ocean interior dissolved oxygen concentrations. It is derived from autonomous float and shipboard observation programs.
CTD-SRDL instruments deployed on marine animals collected over 52,000 conductivity-temperature-depth profiles in the Southern Ocean. The Australian subset represents about one quarter of the global MEOP-CTD database, originating from 2004 and managed by the University of Tasmania and IMOS. Data includes profiles from elephant, fur, and Weddell seals, with 2024 additions from flatback and olive ridley turtles.
Weekly updated regulatory filings from charities registered with the Australian Charities and Not-for-profits Commission. The dataset includes information on programs, human resources, and finances submitted by charities for the 2024 reporting year. Data is sourced from the ACNC's mandatory Annual Information Statement, though registration with the regulator is voluntary.
January to March 2016 atmospheric data related to fires in Southeast and South Asia. The dataset includes processed satellite measurements from MODIS, MOPITT, and OMI instruments, as well as modeled fields from WRF simulations. It was compiled by Jason Blake Cohen.
Formation and cycling data from a combinatorial high-throughput process for sodium-ion battery production. The dataset was created by Leah Nuss at Karlsruhe Institute of Technology to test the rapid introduction of a new chemistry into a workflow involving batch synthesis, screen printing, robotic assembly, and battery cycling. The cathode material Na0.9[Cu0.22Fe0.30Mn0.48]O2 was synthesized via solid-state reaction at 850°C for 15 hours.
A validation study of the culturally adapted Connecticut olfactory test (CCCRC) involving 334 healthy volunteers aged over 18 years. The test-retest analysis was performed on 34 additional volunteers within four weeks. The research was conducted by Guilherme H.M. Fenólio and published as an Open Access paper.
Source data for figures in the study "Rising greenhouse gas emissions embodied in the global bioeconomy supply chain" published in Communications Earth & Environment. The results were calculated using the REX3 database and a GHG extension including LULUCF. The data was compiled by Livia Cabernard of ETH Zurich.