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5,061 results for “access”

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dryad32/100

Data from: Reef accessibility impairs the protection of sharks

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publicAug 2018View details →
dryad32/100

Scholastica survey 2022: The state of journal production and access

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publicDec 2022View details →
dryad32/100

Prevalence, severity, and risk factors of disability among adults living with HIV accessing routine outpatient HIV care in London, United Kingdom (UK): A cross-sectional self-report study

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publicMay 2022View details →
dryad32/100

Dataset of biofouling epibionts on microalgae compiled from literature and environmental variables from open access databases

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publicMar 2025View details →
dryad32/100

Impact of national drug pricing policy 2018 on access to medicines in Lahore Division, Pakistan: A pre-post survey study using WHO/HAI methodology

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publicSep 2020View details →
dryad32/100

Data from: Systematic review on barriers and enablers for access to diabetic retinopathy screening services in different income settings

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publicApr 2020View details →
dryad32/100

Data from: Access to SCF3 substituted indolizines via a photocatalytic late-stage functionalization protocol

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publicJul 2025View details →
dryad32/100

Data from: Competition for access to mates predicts female-specific ornamentation and male investment in relative testis size

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publicMay 2020View details →
dryad32/100

The FAIR database: facilitating access to public health research literature

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publicNov 2024View details →
dryad32/100

Data from: Opportunities to catalyze improved healthcare access in pluralistic systems: a cross-sectional study in Haiti

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publicOct 2021View details →
dryad32/100

African wild dog access to kills

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publicDec 2021View details →
zenodo28/100

Figure 1 from: Hardy H, Knapp S, Allan EL, Berger F, Dixey K, Döme B, Gagnier P-Y, Frank J, Haston EM, Holstein J, Kiel S, Marschler M, Mergen P, Phillips S, Rabinovich R, Sanchez Chillón B, Sorensen MV, Thines M, Trekels M, Vogt R, Wilson S, Wiltschke-Schrotta K (2020) SYNTHESYS+ Virtual Access - Report on the Ideas Call (October to November 2019). Research Ideas and Outcomes 6: e50354. https://doi.org/10.3897/rio.6.e50354

Figure 1 Indicative proposal flow for SYNTHESYS+ Virtual Access proposals. Blue boxes indicated proposer(s) actions/responsibilities; violet boxes VA coordinator actions/responsibilities; green boxes indicate where communication and discussion between proposers and VA coordinators will be paramount; white (no fill) boxes indicate post-proposal actions. Double-ended arrows indicate where back-and-forth will occur between proposer(s) and VA coordinator(s).

opencc-by-4.0Jan 2020View details →
zenodo28/100

Freely Accessible eJournals web archive collection derivatives

<p>Web archive derivatives of the <a href="https://archive-it.org/collections/5921">Freely Accessible eJournals</a> collection from <a href="https://archive-it.org/home/Columbia">Columbia University Libraries</a>. The derivatives were created with the <a href="https://github.com/archivesunleashed/aut/">Archives Unleashed Toolkit</a> and <a href="https://cloud.archivesunleashed.org/">Archives Unleashed Cloud</a>.</p> <p>The&nbsp;<strong>cul-5921-parquet.tar.gz</strong> derivatives&nbsp;are&nbsp;in&nbsp;the <a href="https://parquet.apache.org/">Apache&nbsp;Parquet format</a>,&nbsp;which&nbsp;is&nbsp;a <a href="http://en.wikipedia.org/wiki/Column-oriented_DBMS">columnar&nbsp;storage</a> format. These derivatives are generally small enough to work with on your local machine, and can be easily converted to Pandas DataFrames. See <a href="https://github.com/archivesunleashed/notebooks/blob/master/datathon-nyc/parquet_pandas_stonewall.ipynb">this</a> notebook for examples.</p> <p><strong>Domains</strong></p> <pre><code class="language-java">.webpages().groupBy(ExtractDomainDF($"url").alias("url")).count().sort($"count".desc)</code></pre> <p>Produces&nbsp;a&nbsp;DataFrame&nbsp;with&nbsp;the&nbsp;following&nbsp;columns:</p> <ul> <li>domain</li> <li>count</li> </ul> <p><strong>Web&nbsp;Pages</strong></p> <pre><code class="language-java">.webpages().select($"crawl_date", $"url", $"mime_type_web_server", $"mime_type_tika", RemoveHTMLDF(RemoveHTTPHeaderDF(($"content"))).alias("content"))</code></pre> <p>Produces&nbsp;a&nbsp;DataFrame&nbsp;with&nbsp;the&nbsp;following&nbsp;columns:</p> <ul> <li>crawl_date</li> <li>url</li> <li>mime_type_web_server</li> <li>mime_type_tika</li> <li>content</li> </ul> <p><strong>Web&nbsp;Graph</strong></p> <pre><code class="language-java">.webgraph()</code></pre> <p>Produces&nbsp;a&nbsp;DataFrame&nbsp;with&nbsp;the&nbsp;following&nbsp;columns:</p> <ul> <li>crawl_date</li> <li>src</li> <li>dest</li> <li>anchor</li> </ul> <p><strong>Image&nbsp;Links</strong></p> <pre><code class="language-java">.imageLinks()</code></pre> <p>Produces&nbsp;a&nbsp;DataFrame&nbsp;with&nbsp;the&nbsp;following&nbsp;columns:</p> <ul> <li>src</li> <li>image_url</li> </ul> <p><a href="https://github.com/archivesunleashed/aut-docs/blob/master/current/binary-analysis.md#binary-analysis"><strong>Binary&nbsp;Analysis</strong></a></p> <ul> <li>Audio</li> <li>Images</li> <li>PDFs</li> <li>Presentation&nbsp;program&nbsp;files</li> <li>Spreadsheets</li> <li>Text&nbsp;files</li> <li>Word&nbsp;processor&nbsp;files<br> &nbsp;</li> </ul> <p>The <strong>cul-12143-auk.tar.gz </strong>derivatives<strong> </strong>are the <a href="https://cloud.archivesunleashed.org/derivatives">standard set of web archive derivatives</a> produced by the Archives Unleashed Cloud.</p> <ul> <li><strong>Gephi </strong>file, which can be loaded into <a href="https://gephi.org/">Gephi</a>. It will have basic characteristics already computed and a basic layout.</li> <li><strong>Raw Network</strong> file, which can also be loaded into <a href="https://gephi.org/">Gephi</a>. You will have to use that network program to lay it out yourself.</li> <li><strong>Full text</strong> file. In it, each website within the web archive collection will have its full text presented on one line, along with information around when it was crawled, the name of the domain, and the full URL of the content.</li> <li><strong>Domains count</strong> file. A text file containing the frequency count of domains captured within your web archive.</li> </ul>

opencc-by-4.0Jan 2020View details →
zenodo28/100

How to open up my journal - Pathways into open access

<p>This decision tree&nbsp;helps you to choose the right path for the open access transformation of your society journal. Together with your publishing partners you can&nbsp;discuss the&nbsp;optimal business model. A selection can be found at the end.</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

FIGURE 7 in Accessing cryptic diversity in Neotropical rattlesnakes (Serpentes: Viperidae: Crotalus) with the description of two new species

FIGURE 7. Dorsal and lateral view of the head of the holotype of Crotalus ehecatl (ECO-CH-H 3778).

opennotspecifiedJan 2020View details →
zenodo28/100

Regionalized Cultural Access and Participation (Books And Libraries) And Science Attitudes Variables (2013)

<p>This dataset was created from the microdata of the Eurobarometer 79.2 survey using the development version of the eurobarometer package.</p> <p>The read a book variable is a weighted sum of the responses that chose from `QB1 How many times in the last twelve months have you read a book?` any answer apart from &quot;not in the last 12 months.&quot;</p> <p>The library access variable is a weighted sum of the responses that chose from `QB1 How many times in the last twelve months have you visited a public libarary?` any answer apart from &quot;not in the last 12 months.</p> <p>The limited library access is a weighted sum of the responses that chose from the question block<br> `QB2 And for each of the following activities, please tell me why you haven&rsquo;t done it or haven&rsquo;t done it more often in the last 12 months? ... Visited a public library` the answer option `Limited or poor quality of this activity in the place where you live.` In this case, the number of respondents is rather low and this is not a very reliable statistic on regional level.</p> <p>The supports open access variable is a weighted sum of yes answer options to the `QD 17 Do you think that the results of publicly funded research should be made available online free of charge?` question.</p> <p>The internet access question is a weighted sum of responses to the answer option for `D46 Which of the following do you have? - An Internet connection at home`.</p> <p>The internet access question is a weighted sum of responses to the answer option for `D15 What is your current occupation? - student`.&nbsp;</p>

opencc-by-4.0Apr 2020View details →
zenodo28/100

Datensatz zur Bachelorarbeit "Die Open-Access-Publikationsberatung als Handlungsfeld wissenschaftlicher Bibliotheken: Herausforderungen und Potentiale in der Vermittlung von Publikationskompetenz"

<p>Der vorliegende Datensatz beinhaltet die Ergebnisse einer Online-Befragung,&nbsp;im Rahmen welcher die Open-Access-Beauftragten der im Nationalen Open-Access-Kontaktpunkt OA2020-DE organisierten Institutionen um ihre Einsch&auml;tzung zur Relevanz einzelner Themengebiete f&uuml;r den Bereich der Open-Access-Publikationsberatung gebeten wurden. Neben dem daf&uuml;r genutzten Fragebogen enth&auml;lt der Datensatz die Ergebnisse als CSV- und XLSX-Datei. Der Volltext der Bachelorarbeit, in deren Kontext diese Befragung durchgef&uuml;hrt wurde, findet sich unter folgender URN:&nbsp;<a href="https://nbn-resolving.org/urn:nbn:de:hbz:79pbc-opus-15956">urn:nbn:de:hbz:79pbc-opus-15956</a></p>

opencc-by-4.0Mar 2020View details →
zenodo28/100

Raw Data for Article "Access to Vinyl Ethers and Ketones with Hypervalent Iodine Reagents as Oxy-Allyl Cation Synthetic Equivalents"

<p>NMR, IR and MS&nbsp;raw data for the article &quot;Access to Vinyl Ethers and Ketones with Hypervalent Iodine Reagents as Oxy-Allyl Cation Synthetic Equivalents&quot; published in Angewandte Chemie in 2020, DOI:&nbsp;10.1002/anie.202006707 and&nbsp;10.1002/ange.202006707</p> <p>The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.</p>

opencc-by-4.0Jun 2020View details →
zenodo28/100

Open Access Pakistan Logo

<p>Official logo of Open Access Pakistan&nbsp;</p>

opencc-by-4.0Jun 2020View details →
zenodo28/100

Open Access of COVID-19 related publications in the first quarter of 2020: a preliminary study based in PubMed

<p>Underlying data of the article: &quot;Open Access of COVID-19 related publications in the first quarter of 2020: a preliminary study based in PubMed&quot;. Version 1 and Version 2 (after Unpaywall update).</p> <p>Data was analysed using Unpaywall and OpenRefine.</p>

opencc-by-4.0May 2020View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

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

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