Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
2
datasets available to search
ShareScore release 0.9.0
Dataset results
2 results for “Marine Microbiology”
Extracted microbial terms from Wikipedia - Marine Microbiology related pages (unfiltered)
<p>Marine microorganism related terms were extracted from various Wikipedia pages to scan the ODIS graph using the Wikipedia API library. The pages include topics such as "Marine microorganisms", "Marine microbiome", "Marine viruses", "Marine bacteria", "Bacterioplankton", "Bacterial motility", "Marine prokaryotes", "Marine archaea", "Marine protists", "Marine fungi", "Mycoplankton", "Marine microanimals", "Ichthyoplankton", "Marine primary production", "Algae", "Marine microplankton", "Marine microbenthos", "Sea ice microbial communities", "Hydrothermal vent microbial communities", "deep biosphere", and "microbial dark matter". </p> <p> </p> <p>We used the english version of the spaCy library, a language processing (NLP) tool, to process text content extracted from Wikipedia and extract meaningful terms. We passed the combined text content to the spaCy model to generate a Doc object, which contains words and their associated linguistic information. After extracting these words from the Doc object, spaCy keeps track of their frequencies using a dictionary and filters out words that are not purely alphabetic, common stop words, and those shorter than four characters. Then, these words are each converted to lowercase and sorted based on their frequency.</p>
Extracted microbial terms from Wikipedia - Marine Microbiology related pages (refined)
<p>From the dataset titled "Extracted microbial terms from Wikipedia - Marine Microbiology related pages (unfiltered)" available on Zenodo https://doi.org/10.5281/zenodo.12648788, we reviewed the full dataset and narrowed it down to a subset of 100 terms directly related to microbiology. We excluded terms such as "marine", "organisms", "ocean", "life" as they are not strictly related to microbiology. Additionally, terms like "algae" and "plants" were removed since they are not microbial entities. We also avoided including verbs such as "found", "classify", and "form" because they may be related to sentences or methods in microbiology, but not strictly to microbial entities.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.