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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,446 datasets
A study by Andrew Maust evaluated the antimicrobial effects of pH, carbonation, and preservatives in a non-alcoholic beer matrix. The research involved 18 factorial treatments plus 2 alternatives, each inoculated with a cocktail of five foodborne pathogens and monitored over 60 days. Samples were analyzed in triplicate on days 1, 7, 14, 28, and 60 using selective and differential plating methods.
A 2026 study by Yusuf Şavşatlı compares the effects of green-synthesized, chemically synthesized, and bulk zinc oxide nanoparticles on linseed crop traits. The dataset likely contains results from field experiments where seeds were primed with different nanoparticle types at concentrations of 25, 50, and 75 ppm for 1, 2, and 4 hours, with agronomic traits analyzed using ANOVA, response surface methodology, and machine learning models including KNN, Random Forest, and XGBoost.
Experimental data compares the effects of green-synthesized, chemically synthesized, and bulk zinc oxide nanoparticles as seed priming agents on linseed crop traits. The dataset was created by Yusuf Şavşatlı and last updated in May 2026. It includes results from field trials assessing morphological and yield-related traits under varying nanoparticle concentrations and priming durations.
Annual and composite maps from 2012 to 2014 visualize inshore lobster fishing activity on a statistical grid. Fisheries and Oceans Canada produced these maps for landings, license-days fished, trap hauls, and catch per unit effort (CPUE). The analysis aims to support marine spatial planning by addressing gaps in coordinate-level commercial logbook data.
Ablation study results at 0 dB and -6 dB signal-to-noise ratio. All values are means calculated across 500 Monte Carlo trials and five independent evaluation seeds. The dataset, authored by Hongmin Wang and last updated in June 2026, is a 5.5 KB Excel file.
A Reality Drift Archive collection assembles four video essays and their transcripts from 2024. The materials present a structural model of four related concepts—Synthetic Realness, Filter Fatigue, the Optimization Trap, and Reality Drift—for analyzing digitally mediated environments. The collection is provided for reference, archival preservation, and analytical reuse.
New South Wales, Australia, hosts approximately 140 monthly water quality monitoring sites across 13 regions. The dataset contains point features for the State Water Quality Assessment and Monitoring Program (SWAMP), which has operated since 2007. It is published by Spatial Services (DCS) and is used for annual reporting and indices like the River Condition Index.
Lys-C digestion at 4 °C kept total asparagine modification levels below 4% under all tested conditions, providing a reliable strategy for LC–MS peptide mapping. Chengy Tan authored this dataset, which was last updated on May 8, 2026. The data likely contains experimental results comparing protease digestion methods and their effects on artificial deamidation.
300 disturbed laterite samples were collected from 30 deposits in Southwestern Nigeria and tested according to ASTM standards. The dataset contains soil index properties used to train and evaluate three interpretable machine learning models for predicting unconfined compressive strength. The work was authored by Lateef Adamolekun and last updated on figshare in May 2026.
Maps detail coastal wetland carbon and methane fluxes, surface elevation, and land cover change for the conterminous United States from 2006 to 2011. The dataset integrates wetland type maps with soil, biomass, and methane flux data from a literature review, and includes uncertainty estimates from a 10,000-iteration Monte Carlo analysis. It was produced by ORNL_CLOUD using the Landsat-based Coastal Change Analysis Program (C-CAP) for land cover quantification.
IRBM-Z-2 is a nanomolar inhibitor of the Zika virus NS2B-NS3 protease, as described in a research article by Esther Torrente. The dataset, shared on figshare in May 2026, is a 14.9 KB XLSX file containing supporting data for the compound's discovery and optimization.
50 randomized controlled trials involving 5,814 patients were analyzed using Bayesian and frequentist network meta-analyses to compare the efficacy, recurrence, and safety of second-generation antihistamines alone or combined with classical traditional Chinese medicine formulas for chronic spontaneous urticaria. The dataset, authored by Haiying Lv and last updated on 2026-04-22, contains results from this systematic review, including primary outcomes based on the Symptom Score Reducing Index (SSRI) and secondary outcomes for recurrence and adverse events. The analysis was registered with PROSPERO (CRD420251022634).
Australian Department of Home Affairs publishes quarterly statistics on visa grants for the Working Holiday (subclass 417) and Work and Holiday (subclass 462) programs. The data includes counts by financial year, quarter, gender, age, and citizenship country of the visa holder. The dataset was republished in 2024 following a privacy review and is updated quarterly.
A statistical model by Yacine Aït-Sahalia proposes using Hawkes processes to simulate serially and cross-sectionally correlated large financial losses. The dataset likely contains parameters or simulation results for deriving closed-form saddlepoint approximations of profit and loss distributions. These approximations are used to construct explicit risk measure formulae for setting capital requirements and systemic risk charges.
A FACA model designed for deep mineral prediction integrates factor analysis and concentration-area methods. The dataset likely contains geochemical element measurements from the Jiguanzui copper-gold mining area in China. Author Feilong Qin published the data on figshare in May 2026.
A 8.8 MB DOCX file contains a study proposing a novel adaptive controller for chemotherapy dosing. The research, authored by Marco P. Soares dos Santos and uploaded to figshare in May 2026, uses planet-formation-inspired dynamics to manage tumor volumes of 200 and 2,000 mm³ under different resistance scenarios. Simulation results demonstrate the controller's performance against conventional methods.
17.7 KB of Python scripts for reproducing statistical analyses and visualizations from a PLOS ONE article. The code generates Table 3, Figures 7–10, and finite-size scaling results from raw data files. The scripts were authored by Chung-Yuan Huang and last updated on 2026-05-19.
A dataset likely contains structural and pharmacokinetic data for novel small-molecule GLP-1 receptor agonists derived from orforglipron. It was authored by Mengya Li and uploaded to figshare on May 6, 2026. The data describes compounds designed to overcome the oral exposure plateau of the parent molecule.
Orforglipron derivatives 17-P1 and 24-P1 are small-molecule agonists for the glucagon-like peptide-1 receptor (GLP-1R). The dataset likely contains results from structure–activity relationship studies, including EC50 values, permeability measurements, and oral bioavailability percentages. Mengya Li uploaded the data to figshare on 2026-05-06.
Yang Jiang developed a Zr-89-labeled bispecific immuno-PET probe, JS207, for dual-target imaging of PD-1 and VEGF in tumors. The dataset likely contains parameters related to radiochemical purity (>99%), affinity constants (Kd = 6.92 nM for PD-1, 82.48 nM for VEGF-A), and pharmacokinetics (elimination half-life of 35.14 h). It was last updated on 2026-04-24.