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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
41,520 datasets
1,583 English and Indonesian news articles from 30 outlets between 2011 and January 2026 analyze sentiment and framing of Indonesia's BRICS membership bid. The dataset was created by Muhamad Rizal Dhiyas Resindra and published on figshare in April 2026. It applies XLM-RoBERTa-based sentiment classification and zero-shot framing analysis to compare coverage across Indonesian, BRICS-affiliated, and Western media clusters.
A 33.4 KB dataset from figshare contains results from a psycholinguistic study on grammatical gender bias. The study, authored by Alessandra Rea and last updated in May 2026, used a sentence evaluation paradigm where participants judged the sensibility of gender-marked continuations. Results indicated that masculine plural forms used as generics led to biased judgments and longer reaction times for female continuations.
A dataset proposing a multicriteria metric to assess countries' vulnerability to external aid cuts in health financing. It was created by James Avoka Asamani and published on figshare in May 2026. The framework uses four proxy health financing and macro-fiscal factors, parameterized with data from existing databases.
Modelled erosion hazard zones for the Inverloch region assess impacts from sea level rises of 0.2m (2040), 0.5m (2070), and 0.8m (2100) combined with 1%, 5%, and 10% annual exceedance probability storm events. The dataset is provided by the Department of Energy, Environment and Climate Action and was last updated in April 2026. It is available in multiple geospatial formats including SHP, DWG, and GDB.
Heritage Areas Overlay data delineates protected heritage zones under the Hobart Interim Planning Scheme 2015. The dataset provides a general indication of the location of council planning services for heritage conservation. Its primary purpose is to inform development planning and site assessment within the City of Hobart.
Hobart, Tasmania, Australia is covered by this geospatial dataset defining the administrative boundary for the Hobart Interim Planning Scheme 2015. It provides a general indication of the scheme's location for planning and development purposes. The data is published by the Hobart City Council and is intended for preliminary reference, with site-specific verification recommended.
City of Hobart's Interim Planning Scheme 2015 overlays provide a geospatial framework for land use and hazard management. The data likely contains zoning and constraint layers, such as Central Business Zone Height Areas and hazard overlays for landslide, inundation, and coastal risks. Its purpose is to offer a general indication of Council services for planning and development assessment.
City of Hobart provides geospatial overlays for the Hobart Interim Planning Scheme 2015, specifically mapping Landslide Hazard Band 2013. The data indicates locations of council services and environmental hazards for planning purposes. Its primary purpose is to offer a general guide, and users are advised to conduct site investigations before project commencement.
City of Hobart's planning overlays delineate areas subject to specific development controls and environmental hazards. The dataset likely contains geospatial boundaries for landslide risk, coastal inundation, escarpment areas, and other planning constraints under the 2015 Interim Planning Scheme. Its primary purpose is to provide a general indication for planning, though site-specific verification is recommended.
A qualitative interview study explores stakeholder experiences of rehabilitation following traumatic complex fractures. The dataset comprises 33 individual interviews with adults who had lived experience of complex fractures (n=16) and health professionals and commissioners (n=17). The data was collected and analyzed by Lucy Silvester using inductive reflexive thematic analysis.
Earth Radiation Budget Experiment (ERBE) S-4GN data contains nonscanner measurements of radiant flux at the top-of-the-atmosphere. NASA and NOAA collected this data from three satellites (ERBS, NOAA-9, NOAA-10) to produce monthly 5.0 and 10.0 degree zonal and global averages. The dataset is stored in Hierarchical Data Format.
Chicago applications for preapprovals for Additional Dwelling Units (ADUs) received by the Department of Housing pursuant to a December 2020 ordinance. The dataset is historical-only and has been retired, with a new version anticipated. It was published by data.cityofchicago.org.
986.9 MB of underlying data used to generate figures for a research paper on integrated network connectivity for IoT. The dataset, authored by Jean Sant'Ana and last updated in June 2026, is available under a CC-BY-4.0 license. It includes files in formats such as CSV, JSON, and IPYNB, which likely contain simulation or modeling results.
A 92.2 KB PDF presents an autoethnographic case study of Dialogical Inner Voice Personification (DIVP). The author, a 14-year-old gifted bilingual student, documents the phenomenology and development of a persistent inner dialogue partner from childhood to adolescence. The study draws on eight interview sessions with an AI research assistant and parental accounts, situating the findings within five intersecting academic literatures.
A novel method classifies ratings of emotional valence and arousal as correct or incorrect using normative standards and Receiver Operating Characteristic (ROC) curves. The dataset includes results from three experiments where participants rated their emotions and provided confidence judgments, with one experiment using a 100-point scale and another a two-alternative forced choice task. Authored by Sweta Basu and last updated in May 2026, the 2.0 MB document reports on the reliability of these measurement methods.
Anna Barycka's research investigates the synergistic anticancer effects of combining a traditional plant extract with the chemotherapy drug SN-38. The study, last updated in May 2026, includes cytotoxicity data from human colorectal cancer cell lines HT-29 and HCT116 and normal epithelial cells FHC. Results indicate the bark extract sensitizes cancer cells to SN-38, potentially reducing required drug doses and side-effects.
A research article analyzing causes of schedule and budget overruns in Lebanon's precast concrete sector. The study, authored by Nabil Semaan and published on figshare in 2026, identifies and ranks key risk factors using questionnaires and quantitative analysis. It reports that a project with a 50% risk level has a 37% time overrun potential and a 29% cost overrun potential.
Experimental data from a study of 44 Chinese undergraduate students examining the short-term effects of high-intensity interval training (HIIT) and moderate-intensity exercise on three components of executive function: inhibitory control, working memory, and cognitive flexibility. The dataset, created by Zhanshuang Bai and last updated in May 2026, includes cognitive task performance measured before and after exercise or rest interventions. Results indicate a significant Time × Group interaction for cognitive flexibility performance in exercise groups.
Chinese undergraduate students were recruited for a study examining the effects of acute exercise on executive function. The dataset, authored by Zhanshuang Bai and last updated in May 2026, contains results from cognitive tasks measuring inhibitory control, working memory, and cognitive flexibility before and after exercise interventions. It includes data from 44 participants across three groups: high-intensity interval training, moderate-intensity exercise, and a control group.
Supplementary image files for a published research article investigating the effects of acute moderate-intensity running on the gut hormone oxyntomodulin. The study involved 20 healthy adults in a randomized crossover trial, measuring hormone levels, appetite ratings, and energy intake. The files were published by the author in 2026 under a CC BY 4.0 license.