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NLP & Text

Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora

39,903 datasets

NLP & Text

Australian Tropical Reef Boundaries for 23,805 Features (NESP MaC 3.17)

A 2026 dataset from the Australian Ocean Data Network provides the first national-scale mapping of tropical reef boundaries. It contains 23,805 mapped features, including coral reefs, rocky reefs, and sand banks across tropical Australian waters. The dataset integrates regional mapping efforts and includes bathymetry statistics and sovereignty attributes.

GeospatialCoral reefsMarine HabitatGeospatial BoundariesFinanceAustralia CoastalEnvironmental Mapping+1

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NLP & Text

Geoscape G-NAF: Australia's Authoritative Geocoded Address File

Geoscape G-NAF is Australia's authoritative geocoded address file, containing over 15 million physical address records. It is built and maintained by Geoscape Australia using authoritative government data and is updated quarterly. The dataset includes latitude and longitude coordinates but does not contain personal information.

Geospatial🇦🇺 AustraliaZIPGeocodingGovernment DataAddress DataFinanceLarge Scale+1

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NLP & Text

Geoscape G-NAF: Australian Geocoded Address Database

Quarterly updated, the Geoscape Geocoded National Address File (G-NAF) contains over 15.9 million Australian physical address records with latitude and longitude coordinates. It is built and maintained by Geoscape Australia using validated government data and does not contain personal information. The May 2026 release includes 15,901,249 addresses, with 94.69% being principal addresses.

Geospatial🇦🇺 AustraliaZIPGeocodingGovernment DataAddressesFinanceLarge Scale+1

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NLP & Text

Sub-ICB Locations: England's Health Administrative Boundaries

Digital vector boundaries for Sub-Integrated Care Board (Sub-ICB) Locations in England, available for at least two snapshots: July 2022 and April 2026. The data provides full-resolution boundaries, typically following the Mean Low Water mark but extending to include offshore islands in some cases. It contains intellectual property rights from both Ordnance Survey and the Office for National Statistics.

Geospatial🇬🇧 United KingdomZIPCSVTextExcelWmsBoundariesSicblAdministrative RegionsBdy SicblGeospatial BoundariesWfsBdy LocBdy HlthSub Icb LocationsIcbLocationsJul 2022+1

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NLP & Text

European Green Crab Monitoring in Gulf of St. Lawrence Estuaries

Fisheries and Oceans Canada provides presence, abundance, and size data for the invasive European green crab in southern Gulf of St. Lawrence estuaries. Monitoring occurs during ice-free seasons using baited Fukui traps, with data on crab counts, sex, size, and bycatch species. Data entry of morphological parameters is randomly verified for accuracy.

TabularTime Series🇨🇦 CanadaCSVEnvironmental monitoringInvasive SpeciesMarine Biology+1

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NLP & Text

Geoscape Administrative Boundaries for Australia, Updated Quarterly

Geoscape Administrative Boundaries is Australia's national collection of government, statistical, and electoral boundaries. It comprises seven products including Localities, Local Government Areas, Wards, ABS Boundaries, Electoral Boundaries, State Boundaries, and Town Points, built and maintained by Geoscape Australia using authoritative government data. Updated versions are published quarterly, with coordinates available in both GDA94 and GDA2020 datums.

Geospatial🇦🇺 AustraliaZIPGovernment DataAdministrative Boundaries+1

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NLP & Text

Generic Object Decoding: Preprocessed fMRI and Image Features for Visual Perception

Kamitani Lab provides preprocessed fMRI data and image features from a study on generic decoding of seen and imagined objects. The dataset includes data from 5 subjects, processed with both SPM5 and fMRIPrep pipelines, and is 22.2 GB in size. It was last updated on June 3, 2026.

MultimodalHDF5Machine LearningComputer VisionFmriNeuroscienceBrain ImagingVisual Perception+1

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NLP & Text

High-Resolution Port Dynamics from AIS Data in Tokyo Bay, July–October 2024

91 days of AIS vessel tracking data from Tokyo Bay between July 29 and October 27, 2024, published by Moritz Hütten in 2026. The dataset includes raw message streams and processed geospatial rasters of vessel density, speed, bearing, and inferred berth areas. It supports high-resolution analysis of maritime traffic patterns at a 1-arcsecond spatial resolution.

TabularGeospatialParquetTextVessel TrackingAis DataGeospatial AnalysisMaritime TrafficPort Dynamics+1

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NLP & Text

Mobile App Reviews with Appraisal-Theory Sentiment Labels

2.3 MB of mobile app review text manually labeled for sentiment based on appraisal theory parameters. The dataset was created by Ruping Zhang and last updated on June 1, 2026. It was used to train a model achieving a mean fold accuracy of 88.63% and ROC AUC of 90.91%.

TextCSVMachine LearningSentiment AnalysisNatural Language ProcessingAppraisal TheoryMobile App Reviews+1

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NLP & Text

PLOS Redefining Publishing: Survey Data from 2025-2026 Open Science Report

Public Library of Science (PLOS) provides survey data supporting its 2026 report 'Redefining Publishing: Practical pathways to open science'. The dataset comprises anonymized responses from three surveys conducted in 2025, totaling 1.2 MB of CSV and PDF files. Funding was received from the Gordon and Betty Moore Foundation and the Robert Wood Johnson Foundation.

TabularCSVOpen ScienceSurvey ResearchResearch Methods+1

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NLP & Text

UK Counties and Unitary Authorities: Administrative Boundaries

United Kingdom digital vector boundaries for Counties and Unitary Authorities. The dataset provides full-resolution boundaries clipped to the coastline (Mean High Water mark) and contains intellectual property from both Ordnance Survey and the Office for National Statistics. It is available in multiple geospatial formats and is accessible via REST and WFS services.

GeospatialZIPCSVTextExcelCountiesAdministrative BoundariesUnited KingdomUnitary Authorities+1

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NLP & Text

United Kingdom Countries Boundaries as of December 2025

Digital vector boundaries for countries within the United Kingdom, representing the full resolution extent of the realm. The dataset contains intellectual property rights from both Ordnance Survey and the Office for National Statistics. It was last updated on the platform on 2026-05-13.

GeospatialZIPCSVVector DataGeospatial BoundariesAdministrative GeographyUk Countries+1

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NLP & Text

UK Country Boundaries at December 2025, Generalised to 20m

Countries (December 2025) Boundaries UK BGC provides digital vector boundaries for countries within the United Kingdom. The dataset is produced by the Office for National Statistics and Ordnance Survey and contains boundaries generalised to 20 meters, clipped to the Mean High Water coastline. It was last updated on the platform on 2026-05-13.

GeospatialZIPCSVGeospatial BoundariesAdministrative GeographyUk Countries+1

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NLP & Text

United Kingdom Country Boundaries at Full Resolution for December 2025

United Kingdom digital vector boundaries for Countries as of December 2025. The data contains full-resolution boundaries clipped to the coastline and is provided by the Office for National Statistics. It was last updated on the platform in May 2026.

GeospatialZIPCSVGeospatial BoundariesAdministrative GeographyUk Countries+1

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NLP & Text

UK Country Boundaries for December 2025, Super Generalised

Digital vector boundaries for countries in the United Kingdom, representing the administrative geography as of December 2025. The data uses Ordnance Survey and Office for National Statistics intellectual property and is provided in a Super Generalised (200m) format clipped to the Mean High Water coastline. It was last updated on the platform in May 2026.

GeospatialZIPCSVCoastline ClippedAdministrative RegionsGeospatial BoundariesUnited Kingdom+1

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NLP & Text

UK Counties and Unitary Authorities Vector Boundaries (Generalised)

Office for National Statistics data provides digital vector boundaries for Counties and Unitary Authorities in the United Kingdom. The dataset contains boundaries generalised to 20m resolution (BGC) and clipped to the coastline. It includes intellectual property rights from both Ordnance Survey and the ONS.

GeospatialZIPCSVTextExcelAdministrative DivisionsVector DataCountiesGeospatial VectorAdministrative BoundariesGeospatial BoundariesUnited KingdomUnitary Authorities+1

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NLP & Text

Countries (December 2025) Boundaries UK BUC: Ultra Generalised UK Country Borders

Digital vector boundaries for Countries in the United Kingdom as of December 2025. The file contains Ordnance Survey and ONS Intellectual Property Rights. Boundaries are ultra generalised (500m) and clipped to the coastline (Mean High Water mark).

GeospatialZIPCSVAdministrative DivisionsGeographic BoundariesUnited Kingdom+1

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NLP & Text

UK Counties and Unitary Authorities Boundaries for December 2025

Digital vector boundaries for Counties and Unitary Authorities in the United Kingdom, as of December 2025. The boundaries are provided in a Super Generalised (200m) format, clipped to the coastline. The dataset contains intellectual property from both Ordnance Survey and the UK Office for National Statistics.

GeospatialZIPCSVTextExcelGovernment DataAdministrative BoundariesUnited Kingdom+1

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NLP & Text

Australian Tidal Statistics from the EOT20 Model at 1/32 Degree Resolution

Raster tidal statistics for the Australian region at a 1/32 degree resolution derived from the EOT20 global tidal model. The dataset includes rasters for tidal extremes, ranges, percentiles, and monthly climatologies, and includes validation against 70 tide gauges. All products and validation were performed using Python scripts, with source code available for full reproducibility.

ImageAudioTime SeriesGeospatial🇦🇺 AustraliaOceanographyTidal StatisticsClimate ModelLarge ScaleSynthetic+1

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NLP & Text

Western Australia Local Government Areas with Legal Identifiers

Geoscape Australia builds and maintains these digital Local Government Area boundaries using authoritative cadastre data from each Australian state and territory. The dataset is published quarterly under a CC BY 4.0 license and offers coordinate references for both GDA94 and GDA2020 datums. A May 2026 release contained no updates to the boundaries.

Geospatial🇦🇺 AustraliaZIPCadastreAdministrative BoundariesLocal Government+1

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