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Demographics & Sociology

Census data, household surveys, labor market, crime statistics, inequality, immigration

22,890 datasets

ONS Postcode Directory: UK Geographic Linkages

ONS Postcode Directory (ONSPD) links UK postcodes, including terminated ones, to administrative, electoral, health, and census geographies. It supports the production of area-based statistics from postcoded data. The directory is produced quarterly by ONS Geography and contains intellectual property from Royal Mail, Ordnance Survey, and other national mapping agencies.

TabularGeospatial🇬🇧 United KingdomZIPCSVFeb 2026PostcodePrd OnspdPostcodesAdministrative BoundariesHealthcareGeographyHosted TableCensus+1

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Demographics & Sociology

ONS Postcode Directory: UK Postcode to Geographic Area Linkages (May 2026)

United Kingdom postcodes linked to administrative, electoral, health, and census geographies as of May 2026. The Office for National Statistics (ONS) Geography produces this directory, which includes both current and terminated postcodes. It supports the production of area-based statistics from postcoded data and is issued quarterly.

TabularGeospatialAdministrative GeographiesHealthcareUnited KingdomPostcode DirectoryGeospatial LookupCensus Areas+1

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Demographics & Sociology

Seagrass Survey of Orman Reefs, Torres Strait, November 2018

Intertidal benthic survey data from Kai and Gariar Reefs in the Torres Strait, collected in November 2018. The dataset includes 124 survey sites and is structured into three GIS shapefiles describing seagrass presence, species composition, community meadows, and biomass interpolation. This monitoring project was conducted by TropWATER at James Cook University to support dugong and turtle management plans.

TabularTime SeriesGeospatialSeagrassEnvironmental monitoringBenchmarkComputer VisionLarge ScaleCoastal EcologyMarine Biology+1

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Demographics & Sociology

UK Postcode to 2011 Census Geographies Best-Fit Lookup

A 24 MB lookup table provides a best-fit mapping between UK postcodes and frozen 2011 Census geographies, including Output Areas (OA), Lower and Middle Layer Super Output Areas (LSOA, MSOA), and current Local Authority Districts (LAD) as of August 2021. The mapping is created by plotting the mean address location of each postcode into the boundaries of the target geographies. Columns include postcode variants (PCD7, PCD8, PCDS), introduction/termination dates, user type, and codes and names for all geographic levels.

TabularGeospatialPostcodePcd Oa Lsoa Msoa LadLookupsOALup PcdAug 2021Lup Best Fit Pcd Oa11 Lsoa11 Msoa11 LadLower Layer Super Output AreaAdministrative BoundariesPcdLocal Authority DistrictsMiddle Layer Super Output AreaPostcode LookupLup Pcd Oa Lsoa Msoa LadCensus GeographyGeospatial LookupMiddle Layer Super Output AreasLSOALadOutput AreaLocal Authority DistrictCensus AreasMSOAOutput areas+1

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Demographics & Sociology

Orman Reefs Seagrass and Benthic Survey, Torres Strait, October 2020

October 2020 intertidal benthic surveys of Orman Reefs in the Torres Strait, conducted by the TropWATER Seagrass Group at James Cook University. The dataset includes 160 survey sites and is structured into three GIS shapefiles describing seagrass presence, species composition, biomass, and macro-invertebrate and algae cover. Data was collected via helicopter-based sampling using visual estimation techniques for biomass and percent cover.

TabularTime SeriesGeospatialBenthic SurveySeagrassTorres StraitBenchmarkComputer VisionLarge ScaleMarine Biology+1

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Demographics & Sociology

UK Postcode to Census and Local Authority Geographic Lookup, May 2026

United Kingdom best-fit lookup linking postcodes to 2021 Census Output Areas, Lower and Middle Layer Super Output Areas, and Local Authority Districts. The dataset contains 14 text fields, including geographic codes and names, and was published by the Office for National Statistics. Postcode locations are as of February 2024 and were best-fitted by plotting the mean address location into the output geographies.

TabularGeospatialCensus GeographiesAdministrative BoundariesPostcode GeographyUk DemographicsGeographic Lookup+1

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Demographics & Sociology

AUV Sidescan Sonar Data from the 2014 Caswell Sub-basin Marine Survey

Between 9 October and 9 November 2014, Geoscience Australia conducted a marine survey to assess CO2 storage potential in the Caswell Sub-basin. The survey collected high and low frequency sidescan sonar data using an Edgetech FS system mounted on an Autonomous Underwater Vehicle (AUV). The data was gathered as part of the National CO2 Infrastructure Plan (NCIP) with contributions from NIWA and Fugro Survey.

GeospatialZIPAUVMarine SurveyCo2 StorageSidescan SonarSeabed Geology+1

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Demographics & Sociology

INAPAD-18: Teacher Attitudes Toward Students with Type 1 Diabetes in Gran Canaria

126 teacher responses to the INAPAD-18 questionnaire from seven public schools in San Bartolomé de Tirajana, Gran Canaria, Spain. The dataset, created by María Yehisiri Martín–Báez, was last updated in June 2026. It includes scores evaluating attitudes toward caring for students with Type 1 Diabetes Mellitus.

TabularExcelQuestionnaireBenchmarkType 1 DiabetesHealthcareEducationTeacher Attitudes+1

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Demographics & Sociology

Stroke Risk Associations with Metaflammation Indices and TCM Constitutions in Older Adults

A retrospective cohort study followed 2,999 community-dwelling older adults (≥65 years) for 4 years to assess stroke risk. The research, authored by Yang Li and shared on figshare under a CC-BY-4.0 license, examines associations between novel metaflammation indices (LHR, MHR, NHR, PHR) and first stroke risk, stratified by Traditional Chinese Medicine constitution types.

TabularCohort StudyStroke RiskTraditional Chinese MedicineBiomarkersElderly Health+1

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Demographics & Sociology

IN2017_V01: Seabed Imagery from Sabrina Coast Survey, East Antarctica

Six camera tow transects captured oblique still images and HD video of the Sabrina Coast seafloor between 480 and 1680 meters depth in early 2017. The dataset includes metadata with sensor readings for CTD, altitude, and pressure, though some positional and timing offsets are noted. Geoscience Australia published this data from the RV Investigator voyage IN2017-V01, led by Chief Scientists L.K. Armand and P. O’Brien.

ImageTabularGeospatialOceanographyComputer VisionSeabed ImageryMarine Biology+1

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Demographics & Sociology

Genetic Association Meta-Analysis for Hypertension in Chinese Populations

17 studies aggregating data from 9,213 patients and 4,494 controls explore a gene's link to hypertension. The meta-analysis found a modest association between the AT1R A1166C polymorphism and increased risk, with stronger signals in Han and Yi ethnic groups. This dataset, authored by Jun Gu and updated in 2026, includes results from subgroup analyses by ethnicity and region.

TabularGeospatialMeta AnalysisGenetic AssociationEssential HypertensionChinese PopulationLarge ScaleAngiotensin Receptor+1

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Demographics & Sociology

Digital Etiquette and Technology Use Survey of Kazakhstani Pre-Service Teachers

A cross-sectional survey of 300 pre-service teachers from two universities in Kazakhstan, conducted in Winter 2024–2025. The dataset contains self-reported measures of digital etiquette and belief-oriented technology use, analyzed for factorial structure and associations with background variables. The data was collected by Nabat Issembayeva and published under a CC-BY-4.0 license.

TabularTeacher educationSurvey DataDigital EtiquetteKazakhstanBilingual Research+1

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Demographics & Sociology

Forum Play Intervention Survey Data on Respectful Maternity Care in Nepal

A quasi-experimental pre-post study assessed the effectiveness of Forum Play workshops among 100 care providers in two Nepalese tertiary hospitals. Narayani Paudel Ghimire collected self-reported perception and behavior data via questionnaires at baseline and two months post-intervention. The dataset includes results showing significant positive changes in the intervention group.

TabularExcelSurvey DataHealthcare InterventionMaternal HealthBenchmarkNepalBehavioral Change+1

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Demographics & Sociology

Posttest Data from Forum Play Intervention for Respectful Maternity Care in Nepal

100% prevalence of disrespect and abuse during facility-based birth was reported in a prior study in Nepal. This dataset contains post-intervention survey results from a quasi-experimental study assessing a Forum Play theater intervention among 100 care providers in two Nepalese hospitals. The data was collected by Narayani Paudel Ghimire and published on figshare in June 2026.

TabularMaternal CareMedical EducationHealthcare InterventionBenchmarkQuasi ExperimentalBehavioral Change+1

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Demographics & Sociology

Forum Play Intervention Survey Data for Respectful Maternity Care in Nepal

A pretest data file from a quasi-experimental study assessing a Forum Play intervention's effectiveness among maternity care providers in Nepal. Narayani Paudel Ghimire authored the dataset, which was last updated on June 3, 2026. The data likely contains self-reported perception and behavior scores collected at baseline and two months post-intervention.

TabularSurvey DataMaternal HealthBenchmarkHealthcareNepalBehavioral Intervention+1

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Demographics & Sociology

Pan-Immune-Inflammation Value Meta-Analysis for Cardiovascular Risk After PCI

A systematic review and meta-analysis synthesizing evidence on the pan-immune-inflammation value (PIV) as a prognostic biomarker. The work aggregates data from 19 cohort studies involving 18,715 patients with acute coronary syndrome undergoing percutaneous coronary intervention. It was authored by Xinrui Yin and published on figshare in 2026.

TextSystematic ReviewMeta AnalysisBiomarkersHealthcareClinical ResearchCardiovascular Disease+1

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Demographics & Sociology

Adolescent Obesity and Dental Caries in Southern Brazil, 5-Year Cohort

Southern Brazilian adolescents were examined in 2018 and reassessed after 5 years to study the influence of obesity on dental caries increment. The dataset includes baseline sociodemographic, behavioral, anthropometric, and oral health data for 1,197 participants, with 570 followed up. It was published on figshare under a CC-BY-4.0 license by an administrator for Karger.

Tabular🇧🇷 BrazilCohort StudyEpidemiologyDental HealthObesityBenchmarkHealthcare+1

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Demographics & Sociology

Supplementary Materials for HIV-1 Antiretroviral Therapy Safety Meta-Analysis

A 607.5 KB collection of supplementary materials for a peer-reviewed systematic literature review and network meta-analysis published in the Journal of Comparative Effectiveness Research. The materials, authored by Tristan Curteis, include methodology descriptions and tables comparing the safety of the B/F/TAF regimen against other antiretroviral therapies for treatment-experienced people with HIV-1.

TabularSystematic ReviewMeta AnalysisBenchmarkHealthcarePharmacologyHiv TreatmentClinical Trials+1

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Demographics & Sociology

UK Postcode to Census Geography Best-Fit Lookup

Government Digital Service provides a best-fit lookup table linking UK postcodes to frozen 2011 Census geographies and current local authority districts. The dataset maps postcodes to Output Areas (OA), Workplace Zones (WZ), Lower Layer Super Output Areas (LSOA), Middle Layer Super Output Areas (MSOA), and Local Authority Districts (LAD), including their 2011 classifications. It is created by plotting the mean address location of each postcode into the target geographies.

TabularGeospatialCensus BoundariesAdministrative BoundariesPostcode LookupPostcode GeographyUk Administrative AreasCensus GeographyGeospatial LookupBest Fit Mapping+1

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Demographics & Sociology

Nurse Pain Management Practices Survey in Thailand, 174 Participants

A secondary cross-sectional analysis of data collected from 174 full-time registered nurses in Thailand between 1 September and 27 October 2023. The dataset, created by Phichpraorn Youngcharoen, contains survey responses on pain management practices, self-efficacy, and collaboration, analyzed using structural equation modeling. The model explained 37% of the variance in nurses' pain management practices.

TabularExcelHealthcare SurveySocial Cognitive TheoryPain ManagementThailand+1

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