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 “2019/01”
Host network traffic time series 2019/01
<p><em><strong>General info</strong></em></p> <p>Dataset was collected over one <strong>month period in January 2019</strong>. The observation points for the collection of IP flows were located at the borders of the university campus network. The campus university network has /16 CIDR IPv4 network range at disposal and contains various network segments from segments connecting dormitories, over server segments, to a segment containing working stations of university administrative workers. The size of the raw IP flows used to create the dataset was over 860GB. <strong>A host in our dataset is identified by its source IPv4 address. </strong><br> </p> <p><em><strong>Variables</strong></em></p> <p>The dataset contains the following variables:</p> <ul> <li><strong>Aggregations</strong> - created from five-minute total volumes aggregated over one-hour disjoint windows using mean/max/min aggregation functions <ul> <li><strong># of flows (FL) </strong>- number of flows for a given source IP </li> <li><strong># of packets (PKT)</strong> - number of packets for a given source IP</li> <li><strong># of bytes (BYT)</strong> - number of packets for a given source IP</li> <li><strong>flow duration (DUR)</strong> - average flow duration in seconds</li> </ul> </li> <li><strong>Distinct Counts </strong>- count of distinct values for each variable in five-minute window aggregated over one-hour disjoint windows using mean/max/min aggregation functions <ul> <li><strong># of peers (PEER)</strong> - number of distinct communication peers for a given source IP</li> <li><strong># of ports (PORTS)</strong> - number of distinct destination ports for a given source IP</li> <li><strong># of protocols (PROTO)</strong> - number of distinct communication protocols for a given source IP</li> <li><strong># of AS numbers (AS)</strong> - number of distinct destination AS numbers for a given source IP</li> <li><strong># of countries (CTRY)</strong> - number of distinct destination countries for a given source IP</li> </ul> </li> <li><strong>Labels</strong> <ul> <li><strong>Range (RNG)</strong> - a network range a host belongs to (anonymized)</li> <li><strong>Unit (UNT) </strong>- an administrative unit owning the network range</li> <li><strong>Sub-unit (SUB-UNT)</strong> - a sub-unit of the unit</li> </ul> </li> </ul> <p> </p> <p><em><strong>Dataset format</strong></em></p> <ul> <li>The dataset is in <strong>comma-separated values (CSV)</strong> format. </li> <li><strong>Header</strong> - multilevel, first 3 lines <ul> <li>1 level - aggregation type {mean|min|max}</li> <li>2 level - variable {see above}</li> <li>3 level - hour of a day {00,01,02,03,...,22,23}</li> </ul> </li> <li><strong>Lablels</strong> - last 4 columns</li> <li><strong>Dataset size </strong> <ul> <li>rows: 65536 host records + 3 headers</li> <li>columns: 648 variables + 4 labels</li> </ul> </li> </ul> <p> </p>
2019/01 Audiovisual and Multimedia materials
<p>2019/01 Audiovisual and Multimedia materials</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.