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Disease surveillance, vaccination data, epidemiology, health system capacity, mortality statistics
2,859 datasets
1,321,174 COVID-19 cases from Ontario, Canada, were analyzed to quantify healthcare resource use and costs before and after infection. The study, authored by Chloe McDonald and published on figshare, compares outcomes by vaccination status using administrative health data from January 2021 to May 2023. Results show a significant increase in hospitalizations and ICU admissions post-infection, with vaccinated individuals exhibiting a smaller cost burden.
From 2013 to 2019, this dataset contains 2,373,703 registered deaths in South Africa, with 79,840 (3.4%) identified as due to chronic respiratory diseases (CRDs). The study by Asanda Mkulisi uses ICD-10 codes and multivariable logistic regression to analyze the association between occupation and CRD mortality, providing adjusted odds ratios for various occupational groups.
A retrospective study analyzes epidemiological patterns for six respiratory pathogens in Xiamen, Fujian Province, over one year following the relaxation of COVID-19 control measures. The dataset likely contains results from throat swab antigen tests, PCR assays, and serological IgM testing. Author Linlin Qu published the findings on figshare under a CC-BY-4.0 license.
Xiaoqing Sun sequenced 425 influenza genomes from 490 pediatric specimens collected in Qidong, eastern China, in 2024. The data includes co-circulation patterns of A/H1N1, A/H3N2, and B/Victoria lineages, phylogenetic clade assignments, and antiviral resistance markers. The findings were published in 2026 to support local genomic surveillance and clinical management.
Eastern China pediatric hospital data includes 425 influenza virus genomes sequenced from 490 specimens collected in 2024. The dataset details co-circulation of A/H1N1, A/H3N2, and B/Victoria lineages, their phylogenetic clades, and antiviral resistance markers. It was authored by Xiaoqing Sun and shared under a CC-BY-4.0 license on figshare.
Xiaoqing Sun's research dataset contains 425 influenza virus genomes sequenced from 490 antigen-positive pediatric specimens collected in Qidong, eastern China, in 2024. The data includes whole-genome sequences for co-circulating A/H1N1, A/H3N2, and B/Victoria lineages, with phylogenetic clade assignments and antiviral resistance markers. The dataset was last updated on 2026-04 16 and is shared under a CC-BY-4.0 license.
Table 3_Molecular epidemiology and genetic characteristics of influenza viruses in a local pediatric population of eastern China, 2024.xlsx contains genomic data from 425 influenza virus genomes sequenced from 490 antigen-positive pediatric specimens collected in Qidong, eastern China, in 2024. The dataset, authored by Xiaoqing Sun and last updated in April 2026, details co-circulation patterns, phylogenetic clade assignments, and antiviral resistance markers. It was published on figshare under a CC-BY-4.0 license.
425 influenza virus genomes were sequenced from 490 antigen-positive specimens collected in 2024 from a pediatric hospital in Qidong, eastern China. The dataset includes genetic characteristics, phylogenetic clade assignments, and antiviral susceptibility markers. The work was authored by Xiaoqing Sun and published on figshare in 2026.
425 influenza virus genomes sequenced from 490 pediatric specimens collected in Qidong, eastern China, in 2024. The data includes phylogenetic clade assignments, co-circulation patterns of A/H1N1, A/H3N2, and B/Victoria lineages, and antiviral susceptibility markers. The dataset was authored by Xiaoqing Sun and shared under a CC-BY-4.0 license.
Xiaoqing Sun's dataset contains 425 influenza virus genomes sequenced from 490 antigen-positive specimens collected in 2024 from a pediatric hospital in Qidong, eastern China. The data includes whole-genome sequences with at least hemagglutinin and neuraminidase segments for co-circulating A/H1N1, A/H3N2, and B/Victoria lineages. It captures genetic characteristics, phylogenetic clade assignments, and antiviral susceptibility markers like the oseltamivir resistance mutation NA-H275Y.
425 influenza virus genomes were sequenced from 490 antigen-positive specimens collected in 2024 from a pediatric hospital in Qidong, eastern China. The dataset includes A/H1N1, A/H3N2, and B/Victoria lineages, with phylogenetic clade assignments and analysis of antiviral resistance markers. The research was authored by Xiaoqing Sun and published on figshare in 2026.
Xiaoqing Sun's dataset contains 425 influenza virus genomes sequenced from 490 antigen-positive specimens collected in 2024 from a pediatric hospital in Qidong, eastern China. The genomes include at least hemagglutinin (HA) and neuraminidase (NA) segments. The data reveals co-circulation patterns of A/H1N1, A/H3N2, and B/Victoria lineages, phylogenetic clades, and antiviral susceptibility markers.
UNICEF Data and Analytics provides a global dataset on infant mortality, defined as the probability of dying between birth and exactly one year of age. The indicator is expressed as deaths per 1,000 live births. This data is available in CSV and XML formats under an open license.
68 adults participated in an 8-week randomized controlled trial evaluating Tai Chi as a public health intervention. The dataset, authored by Nan Wang and shared under CC-BY-4.0, contains pre- and post-intervention measurements of perceived stress, attentional performance, and psychological resilience. Results showed moderate-to-large effect sizes for improvements in the Tai Chi group compared to controls.
An 8-week randomized controlled trial with 68 participants aged 30–55 years, conducted by Nan Wang. The dataset contains results from a study evaluating the effects of Tai Chi on perceived stress, attentional performance, and psychological resilience, with assessments at baseline and post-intervention.
Phylogenetic characterization identified three Neopestalotiopsis species causing disease outbreaks in Spanish strawberry fields. The study corrects a previous misidentification of N. clavispora, confirming N. rosae as the predominant species and providing the first report of Neopestalotiopsis sp. and N. iranensis in Spain. This dataset, a 65.8 KB PDF by Patricia López, offers essential molecular tools for pathogen diagnosis and disease management.
A 2026 study by Patricia López corrects previous misidentifications and characterizes fungal pathogens causing recent disease outbreaks in Spanish strawberry fields. The research, published on figshare, uses phylogenetic analysis of ITS, TEF, and TUB gene regions to identify three Neopestalotiopsis species. Pathogenicity and aggressiveness were tested on three strawberry cultivars via leaf and crown inoculations.
Phylogenetic characterization based on internal transcribed spacer (ITS), elongation factor (TEF), and β-tubulin (TUB) regions identified three Neopestalotiopsis species causing disease outbreaks in Spain. Pathogenicity was confirmed by inoculating two representative isolates of each species onto three strawberry cultivars: ‘Rociera FNM’, ‘Palmeritas’, and ‘Plared 15105’. The study, authored by Patricia López and last updated in May 2026, corrects previous misidentifications and provides molecular tools for pathogen diagnosis.
Patricia López's dataset details the molecular characterization of three Neopestalotiopsis fungal species causing disease outbreaks in Spanish strawberry fields. The data includes phylogenetic analysis based on ITS, TEF, and TUB gene regions and pathogenicity tests on three strawberry cultivars. The study corrects previous misidentifications and provides the first report of Neopestalotiopsis sp. and N. iranensis causing leaf spot and crown rot in Spain.
A research paper details the molecular characterization of fungal pathogens causing disease outbreaks in Spanish strawberry fields. The study corrects a previous misidentification and confirms three Neopestalotiopsis species, providing pathogenicity data from inoculations on three strawberry cultivars. The dataset, authored by Patricia López and last updated in May 2026, is a 56.1 KB PDF file shared under a CC-BY-4.0 license.