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August 14, 2026 (v0.8.0)SoftwareOpen
Overview This release makes 2025 Early Release data available. This is based on EIA's "early release" datasets for 2025, which do not contain the final, complete, or fully-validated versions of the data that will be released later in the fall. Based on our analysis of 2024 data, the early release version of the EIA-923 generation and fuel...
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August 14, 2026 (v0.2)DatasetOpen
plant-pollinator-mpl-015 Summary This is a hypergraph dataset where nodes are plant species, and hyperedges are pollinator species that visit a given plant. Locality of study: Daphní, Athens, Greece (latitude: 38.014466, longitude: 23.635043). Statistics Some basic statistics of this dataset are: number of nodes: 131 number...
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August 14, 2026 (v0.2)DatasetOpen
Summary This is a hypergraph dataset where nodes are plants species, and hyperedges are pollinator species that visit a given plant. Locality of study: Hazen Camp, Ellesmere Island, Canada (latitude: 81.816667 , longitude: -71.3). Statistics Some basic statistics of this dataset are: * number of nodes: 29 * number of hyperedges:...
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July 6, 2026 (v1)DatasetOpen
TABLE 1. Stars of Costa Rica. SpeciesDepth in mOther occurrenceReferencefamilyAcanthaster ellisishallowEastern tropical PacificMaluf (1988)AcanthasteridaeAmpheraster? (SIO-BIC E7370)950CR onlyMah herein and “Patiria” in Alvarado et al. (2022) and Seid et al. 2025PedicellasteridaeAsteropsis cariniferashallowIndo-West PacificAlvarado et al....
Uploaded on August 14, 2026
Part of Biodiversity Literature Repository
Published in Zootaxa, 5845(2), 204-205, 2026.
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August 14, 2026 (v0.1)DatasetOpen
Overview This is a temporal higher-order network dataset, which here means a sequence of timestamped simplices where each simplex is a set of nodes. Under the Drug Listing Act of 1972, the U.S. Food and Drug Administration releases information on all commercial drugs going through the regulation of the agency, forming the National Drug Code...
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August 14, 2026 (v0.1)DatasetOpen
Overview This dataset consists of the pharmaceutical classes used to classify drugs in the National Drug Code Directory maintained by the Food and Drug Administration between 1946 and 2017. The original data was downloaded from the FDA. This is a temporal hypergraph dataset, which here means a sequence of timestamped hyperedges where each...
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August 14, 2026 (v0.1)DatasetOpen
Changelog v0.1: Updated format to HIF Source of original data Contact patterns in a village in rural Malawi References If you use this data, please cite the following paper: Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi. Ozella et al., EPJ Data Science 10, 46 (2021).
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August 14, 2026 (v0.1)DatasetOpen
Overview Hypergraph where nodes are food ingredients, hyperedges are recipes made from combining multiple ingredients, and categories indicate cuisine (e.g., "Southern-US", "Indian", "Spanish"). Some summary statistics of the hypergraph are: Number of nodes: 6,714 Number of hyperedges: 39,774 Number of edge label categories: 20 Maximum...
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August 14, 2026 (v0.1)DatasetOpen
Changelog v0.1: Updated format to HIF Source of original data Contacts in a workplace, 2nd deployment References If you use this data, please cite the following: Can co-location be used as a proxy for face-to-face contacts?, M. Génois and A. Barrat, EPJ Data Science 7, 11 (2018).
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August 14, 2026 (v0.1)DatasetOpen
Changelog v0.1: Update format to HIF Source of original data Contacts in a workplace References If you use this data, please cite the following paper: Data on face-to-face contacts in an office building suggest a low-cost vaccination strategy based on community linkers. M. Génois et al., Network Science 3, 326 (2015).
