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9 results for “media content analysis”

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zenodo44/100

Fed4Fire/CDN-X-ALL network metrics dataset for time series analysis in Media content delivery for 4G/5G networks

<p>The following dataset was generated at VICOMTECH (https://www.vicomtech.org) under project/experiment CDN-X-ALL: &quot;CDN edge-cloud computing for efficient cache and reliable streaming aCROSS Aggregated unicast-multicast LinkS&quot;.</p> <p>Project funded by Fed4FIRE+ OC5 (<a href="https://www.fed4fire.eu/">https://www.fed4fire.eu</a>) under grant 732638.</p> <p>The dataset provides network metrics captures across several days employing a GStreamer-based MPEG-DASH player running on an UE connected to a LTE network.</p> <p>Nitos LTE/OpenAirInterface (OAI) testbed (<a href="https://nitlab.inf.uth.gr/NITlab/nitos/lte">https://nitlab.inf.uth.gr/NITlab/nitos/lte</a>) was used to deploy the LTE network.</p> <p><strong>CDN-like server/DASH Dataset -&gt; Internet -&gt; EPC/OAI -&gt; eNodeB/OAI -&gt; UE/DASH player</strong></p> <p>The player downloads MPEG-DASH video files provided by Distributed DASH dataset (<a href="https://dash.itec.aau.at/distributed-dash-datset/">https://dash.itec.aau.at/distributed-dash-datset/</a>), a dataset for CDN-like experiments, and captures the following data:</p> <ol> <li>Date: date when the data is collected</li> <li>Player: type of the player (in this case it is always &quot;GStreamer&quot;)</li> <li>Num: identifier of the player</li> <li>URLVid: URL of the MPD file</li> <li>Latency: latency experienced by the player</li> <li>BW: bandwidth experienced by the player</li> <li>Quality: chosen DASH video representation</li> </ol> <p>During the experiments, other players run in order to generate realistic media streaming traffic at the CDN-like servers. These players start playing by following Poisson or Pareto distribution.</p> <p>The dataset was used to train Machine Learning Time Series predictor in order to forecast network capabilities and can be used for further experimentation concerning time series analysis.</p>

opencc-by-4.0Sep 2019View details →
zenodo36/100

Content analysis of Spanish Defense institutions' NATO eFP social media messages (2017-2022)

<p>Content analysis of Spanish Defense institutions' social media messages about the NATO Enhanced Forward Forward (eFP) mission on Facebook, Twitter (X), Instagram and YouTube (2017-2022).</p>

opencc-by-4.0May 2024View details →
zenodo32/100

Data file: a qualitative social media content analysis of the Dutch #breakthesilence campaign on negative and traumatic experiences of labour and birth

<p>Data file with typed out quotes from the Dutch #breakthesilence campaign analysed for the study &#39;Left powerless: a qualitative social media content analysis of the Dutch #breakthesilence campaign on negative and traumatic experiences of labour and birth&#39;.</p>

opencc-by-4.0Mar 2020View details →
dryad32/100

Data from: Identifying conservation priorities for gorgonian forests in Italian coastal waters with multiple methods including citizen science and social media content analysis

<div> <div> <div> <div> <p>Gorgonian forests are among the most complex of subtidal habitats in the Mediterranean Sea, supporting high biodiversity and providing diverse ecosystem services. Despite their iconic status, the geographical distribution and condition of gorgonian species is poorly known. Using multiple online data sources, our primary aims were to compile, map and analyse observations of gorgonian forests in Italian coastal waters to assess the biological complexity of gorgonian forests; evaluate impacts and vulnerable species, and identify areas of special interest inside and outside of existing MPAs to help prioritise conservation strategies and actions.</p> </div> </div> </div> </div>

opencc-zeroMay 2022View details →
zenodo32/100

Dataset Content Analysis Framing Inequality in Spanish Online Media

<p>Dataset Content Analysis Framing Inequality in Spanish Online Media. Project:&nbsp;News, networks and users in the<br> Hybrid Media System (Newsnet)</p>

opencc-by-4.0Dec 2022View details →
dryad32/100

Data from: Identifying conservation priorities for gorgonian forests in Italian coastal waters with multiple methods including citizen science and social media content analysis

Open the record for dataset details and reuse information.

publicMay 2022View details →
zenodo28/100

Supplementary material 1 from: Gonzalez Cruz J, Johnson M (2024) Towards a spectrum of dissent: A content analysis of Hawai'i's invasive species media. NeoBiota 92: 315-348. https://doi.org/10.3897/neobiota.92.115766

Coding protocol

opencc-zeroApr 2024View details →
zenodo28/100

Supplementary material 2 from: Gonzalez Cruz J, Johnson M (2024) Towards a spectrum of dissent: A content analysis of Hawai'i's invasive species media. NeoBiota 92: 315-348. https://doi.org/10.3897/neobiota.92.115766

Included media list

opencc-zeroApr 2024View details →
zenodo8/100

Contemporary Zoo Social Media, Content Analysis

Open the record for dataset details and reuse information.

restrictedother-closedOct 2024View details →

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record