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Census data, household surveys, labor market, crime statistics, inequality, immigration
23,427 datasets
975 adults aged 60 and over from two rural Chinese counties participated in face-to-face surveys. The data, collected by Zhixuan Li and last updated in May 2026, examines how economic and emotional support from adult children affects the mental health of rural older adults. The study compares regions with different migration patterns: Kunshan (N=431) and Yudu (N=544).
An online survey conducted with 116 participants, including people with dementia, informal carers, formal carers, and healthcare providers, investigated design preferences for social robots in dementia care. The study used Bayesian regression and inductive content analysis to examine preferred robot features and design attributes. The dataset was authored by Matthew Green and last updated on 2026-05-18.
116 stakeholders, including people with dementia, informal carers, formal carers, and healthcare providers, participated in an online survey about social robot design preferences. Matthew Green conducted this descriptive exploratory study using Bayesian regression and inductive content analysis. The findings highlight preferences for animal-like robots and concerns about humanoid robots provoking anxiety.
116 stakeholders, including people with dementia, informal carers, formal carers, and healthcare providers, participated in an online survey about social robot design preferences. Matthew Green conducted this descriptive exploratory study, which employed Bayesian regression and inductive content analysis. The findings highlight preferences for animal-like robots, concerns about humanoid robots, and key considerations for customizable design.
An online survey collected preferences from 116 stakeholders, including 11 people with dementia, 90 informal carers, 11 formal carers, and 4 healthcare providers. The study used Bayesian regression and inductive content analysis to examine preferred robot features and design attributes. The dataset was authored by Matthew Green and last updated on 2026-05-18.
A dataset from a 12-week randomized controlled trial with 150 participants aged 60–79 years in Zhengzhou, China. It contains pre- and post-intervention measurements of social participation, subjective well-being, and depressive symptoms to analyze the mediating role of social activity. The data was uploaded by Keying Song in April 2026 under a CC-BY-4.0 license.
A scoping review synthesizing 20 studies published between January 2015 and January 2025 on employment outcomes for people with disabilities. The review, authored by Huiling Hu and uploaded in April 2026, applied the Person-Environment-Occupation-Performance (PEOP) model to analyze factors across 6,240 screened records.
Huiling Hu's scoping review synthesizes findings from 20 studies on employment outcomes for people with disabilities, published between January 2015 and January 2025. The review applied the Person-Environment-Occupation-Performance (PEOP) model to analyze factors across 13 Person, 11 Environment, and 11 Occupation domain studies. The 16.3 KB document is available on figshare under a CC-BY-4.0 license.
695.2 KB of harmonized data underpins a meta-analysis on short-term health risks from air pollution and temperature. Ta-Chien Chan compiled this data from observational studies published up to December 10, 2025, sourced from PubMed and Web of Science. The analysis protocol was registered with PROSPERO under identifier CRD420251185440.
Statistics from Colombia's national demobilization and reintegration process detail the socioeconomic conditions of former combatants. The dataset includes variables on economic insertion benefits, academic and job training, housing, health, and family census data. It was last updated on 2026-05-18 and is published by datos.gov.co.
Geoscience Australia collected seabed imagery at 25 sites off Davis station, East Antarctica during survey GA0357 from January to February 2017. The video data was captured in shallow waters (<300 m depth) using a downward-facing camera system mounted on sampling equipment. The imagery is available as unclipped AVI files, with metadata provided in an Excel log.
Australia's maritime jurisdiction covers approximately 7,000,000 km², with less than 25% surveyed at high resolution. Geoscience Australia, as co-custodian since September 2001, hosts varied bathymetry data from 48 vessels and 26 multibeam systems. This document provides standards and guidance for personnel and contractors to improve consistency in multibeam data acquisition and processing.
Daily-updated demographic data from the California Open Data Portal tracks COVID-19 vaccination progress across the state's counties. Columns suggest it contains detailed breakdowns by demographic category and value, including cumulative counts for doses, boosters, and population estimates for different age groups. The dataset's cross-platform presence on Socrata and Data.gov indicates its use for public health monitoring and reporting.
Leschenault Estuary Seagrass Survey contains point data on seagrass distribution and cover from 2009 to 2023. The dataset records species distribution, percentage cover categories, epiphytic cover, and macroalgae cover at surveyed sites.
Repeated dive surveys from 2014 to 2022 monitor the critically endangered spotted handfish (Brachionichthys hirsutus). The dataset summarizes search effort and fish counts across 11 sites in the Derwent Estuary and D'Entrecasteaux Channel. It was collected under the NESP MB A10 and NESP MaC 1.23 projects and aggregated by the Australian Ocean Data Network.
Hardy Inlet Seagrass Survey data contains underwater drop camera observations from December 2018 and January 2020. The dataset records seagrass species distribution, percentage cover in categorical ranges, canopy height in 10 cm intervals, and epiphytic cover levels. Macroalgae distribution and cover, along with physical water profiles and secchi depth from a subset of sites, are also included.
263 observation points in Princess Royal Harbour document seagrass species distribution, percentage cover classes, meadow type, and macroalgae cover from surveys in January and March 2021. The dataset, created by the Department of Water and Environmental Regulation, includes point and polygon layers showing presence/absence and cover percentages.
Oyster Harbour Seagrass Survey - Points contains field observations of seagrass distribution, cover, meadow type, and macroalgae across 208-216 points in an Australian estuary. The dataset was created by the Department of Water and Environmental Regulation from surveys conducted in March 2019 and January 2021.
A 2021 survey of seagrass and macroalgae in Western Australia's Peel-Harvey Estuary recorded species distribution, percentage cover categories, canopy height, and epiphytic cover. Data collection involved underwater drop camera and viewing cone observations during March and April 2021. The dataset includes point and polygon layers for presence, absence, and percentage cover.
March-April 2021 survey of the Peel-Harvey Estuary recorded seagrass species distribution, percentage cover, canopy height, and epiphytic cover via underwater drop camera and viewing cone observations. The dataset includes point, polygon extent, and polygon cover layers derived from the survey. Data was collected and published by the Department of Water and Environmental Regulation.