Skip to main content
Powered by ShareScore

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.

74

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

74 results for “reconciliation”

Learn how ShareScore rates datasets ↗
zenodo52/100

Replication data for: Reconciliation k-median: Clustering with non-polarized representatives

<p># Description<br> These files contain the data employed in the experiments described in Bruno Ordozgoiti and Aristides Gionis. 2019. Reconciliation k-median: Clustering with Non-Polarized Representatives. In Proceedings of the 2019 World Wide Web Conference (WWW&rsquo;19), May 13&ndash;17, 2019, San Francisco, CA, USA.</p> <p>Twitter ID&#39;s have been anonymized.</p> <p># Contents<br> domain_mentions.txt: Each line contains a domain name, a user ID and the number of times this user has mentioned this domain name in a tweet.<br> format: domain_name &lt;TAB&gt; user_id &lt;TAB&gt; mention_count</p> <p>domains_ideology_score.txt: Domain names and their ideology score, estimated as described in (Lahoti et al. WSDM 2018). Note: missing scores can be retrieved from supplementary data in https://doi.org/10.1093/poq/nfw006<br> format: domain_name &lt;TAB&gt; ideology_score</p> <p>follow_graph.txt: The Twitter follower graph. Each line contains a user id and the user id of one of its followers.<br> format: user_id &lt;TAB&gt; follower_user_id</p> <p>representatives.txt: US Congress representatives, each with Twitter handle and polarity score computed using Barbera&#39;s method (Barbera, 2015).<br> format: rep_name &lt;TAB&gt; website_url &lt;TAB&gt; district &lt;TAB&gt; twitter_handle &lt;TAB&gt; party &lt;TAB&gt; barbera_polarity_score</p> <p>user_polarity.txt: User ID&#39;s and polarity score computed using Barbera&#39;s method (Barbera, 2015).<br> format: user_id &lt;TAB&gt; barbera_polarity_score</p>

opencc-by-4.0Feb 2019View details →
zenodo40/100

FIG. 8 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 8. — Hypotheses of primary venation homology of forewing of A, †Angarogryllus angaricus (Sharov 1968) (PIN 1873-16, †Protogryllidae, cf fig. 6A); B, Gryllotalpa sp. (MNHN-EO-ENSIF3938, Gryllotalpidae); C, Scapteriscus sp. (MNHN-EO-ENSIF3068, Gryllotalpidae). Abbreviations and colour code: see text. Scale bars: 1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 5 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 5. — Hypothesis of primary venation homology in male Grylloidea with particular forewing venation: A, B, species with 'shortened' wings; B, C, species with 'reduced' stridulatory apparatus. A, Landreva sp. (MNHN-EO-ENSIF9775, Gryllidae); B, Nemobius sylvestris (Bosc, 1792) (MNHN-EO-ENSIF9786, Trigonidiidae); C, Tafalisca lineatipes Bruner, 1916 (MNHN-EO-ENSIF9760, Oecanthidae); D, Aphonomorphus sp. (MNHN-EO-ENSIF9764, Oecanthidae). Abbreviations: 'ha', distally opened harp; 'mi' distally opened mirror; others and colour code: see text. Grey dash lines represent folds. Scale bars: 1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 1 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 1. — Theoretical pattern of venation of a gryllidean forewing (terminology after Béthoux &amp; Nel [2002], modified after Schubnel et al. [2020]). Abbreviations and colour code: see text.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 7 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 7. — Hypothesis of primary venation homology of forewing of male Scapteriscus sp. MNHN-EO-ENSIF3069 (Gryllotalpidae). Abbreviations and colour code: see text. Grey dash lines represent folds. Scale bar: 1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

APPENDIX 1 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

<p>APPENDIX 1. &mdash; List of specimens observed in the MNHN Orthoptera collections. Supplementary figures gathered in Appendix 3.</p><table><thead><tr><th>Family, subfamily</th><th><b>Tribe</b></th><th><b>Genus Species</b></th><th><b>Identified</b></th><th>Sex</th><th><b>Inventory number</b></th><th><b>Origin</b></th><th><b>Figures</b></th></tr><tr><th colspan="8">OECANTHIDAE</th></tr></thead><tbody><tr><th>Oecanthinae</th><td>Oecanthini</td><td><i>Oecanthus rufescens</i> Serville, 1838</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9765</td><td>New Caledonia</td><td></td></tr><tr><th>Tafaliscinae</th><td>Tafaliscini</td><td><i>Tafalisca lineatipes</i> Bruner, 1916</td><td rowspan="2">L. Denadai de Campos</td><td>&male;</td><td>MNHN-EO-ENSIF9760</td><td>Jamaica</td><td>5C; S3C</td></tr><tr><th></th><td></td><td></td><td></td><td></td><td></td><td></td></tr><tr><th></th><td>Paroecanthini</td><td><i>Paroecanthus simplex</i> Gorochov, 2011</td><td>L. Denadai de Campos</td><td>&male;</td><td>MNHN-EO-ENSIF9782</td><td>Mexique</td><td></td></tr><tr><th></th><td></td><td><i>Angustitrella vicina</i> (Chopard, 1912)</td><td>L. Denadai de Campos</td><td>&male;</td><td>MNHN-EO-ENSIF9783</td><td>French Guiana</td><td></td></tr><tr><th></th><td></td><td><i>Ectotrypa olmeca</i> Saussure, 1874</td><td>L. Denadai de Campos</td><td>&male;</td><td>MNHN-EO-ENSIF12163</td><td>Mexico</td><td>S2C</td></tr><tr><th>Podoscirtinae</th><td>Podoscirtini</td><td><i>Archenopterus bouensis</i> Otte, 1987</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF3935</td><td>New Caledonia</td><td></td></tr><tr><th></th><td>Aphonomorphini</td><td><i>Aphonomorphus</i> sp.</td><td></td><td>&male;</td><td>MNHN-EO-ENSIF9764</td><td>French Guiana</td><td>5D; S3D</td></tr><tr><th></th><td>Phyllogryllini</td><td><i>Phyllogryllus</i> sp.</td><td></td><td>&male;</td><td>MNHN-EO-ENSIF9768</td><td>Guadeloupe</td><td>4B; S2B</td></tr><tr><th colspan="8">PHALANGOPSIDAE</th></tr><tr><th>Luzarinae</th><td>Luzarini</td><td><i>Luzara obscura</i> Desutter-Grandcolas, 1992</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF5876</td><td>French Guiana</td><td></td></tr><tr><th></th><td></td><td><i>Lerneca fuscipennis</i> (Saussure, 1874)</td><td>L. Desutter</td><td>&male;/&female;</td><td>MNHN-EO-ENSIF9780, MNHN-EO-ENSIF9781</td><td>French Guiana</td><td>&male;: 3B; S1D / &female;: S4A</td></tr><tr><th>Phalangopsinae</th><td>Phalangopsini</td><td><i>Endecous Itatibensis</i> Rehn, 1918</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9761</td><td>Brazil</td><td></td></tr><tr><th></th><td>Homoeogryllini</td><td rowspan="2"><i>Homoeogryllus</i> xanthographus Gu&eacute;rin-M&eacute;nevile, 1844</td><td></td><td></td><td></td><td></td><td></td></tr><tr><th></th><td></td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9779</td><td><i>Farm strain</i></td><td></td></tr><tr><th></th><td></td><td>orientalis Desutter, 1985</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF3069</td><td>Mozambique</td><td></td></tr><tr><th></th><td></td><td><i>affinis lyristes</i> Gorochov, 1988</td><td>L. Desutter</td><td>&female;</td><td>MNHN-EO-ENSIF9784</td><td>Rwanda</td><td>Fig. S4B</td></tr><tr><th>Paragryllinae</th><td>Aclodini</td><td><i>Paraclodes guyanensis</i> Desutter-Grandcolas, 1992</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9762</td><td>French Guiana</td><td></td></tr><tr><th></th><td>Paragryllini</td><td><i>Aclogryllus</i> sp ..</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9785</td><td>Equateur</td><td></td></tr><tr><th>Phaloriinae</th><td></td><td><i>Phaloria</i> sp.</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF3078</td><td>Philippines</td><td></td></tr><tr><th colspan="8">GRYLLIDAE</th></tr><tr><th>Eneopterinae</th><td>Eneopterini</td><td><i>Eneoptera guyanensis</i> Chopard, 1931</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9766</td><td>French Guiana</td><td></td></tr><tr><th></th><td>Lebinthini</td><td><i>Ligypterus fuscus</i> Chopard, 1920</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9767</td><td>French Guiana</td><td></td></tr><tr><th></th><td>Lebinthini</td><td><i>Agnotecous</i> sp.</td><td>T. Robillard</td><td>&male;</td><td>MNHN-EO-ENSIF9937</td><td>New Caledonia</td><td></td></tr><tr><th></th><td>Nisitrini</td><td><i>Nisitrus vittatus</i> (Haan, 1844)</td><td>T. Robillard</td><td>&male;</td><td>MNHN-EO-ENSIF9938</td><td>Laboratory strain</td><td></td></tr><tr><th>Pentacentrinae</th><td>Pentacentrini</td><td><i>Pentacentrodes</i> sp.</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9776</td><td>Madagascar</td><td></td></tr><tr><th>Gryllinae</th><td>Gryllini</td><td rowspan="2"><i>Brachytrupes</i> (Drury, 1773) <i>membranaceus</i></td><td rowspan="2">L. Desutter</td><td rowspan="2">&male;/&female;</td><td rowspan="2">MNHN-EO-ENSIF9769/ MNHN-EO-ENSIF12162</td><td rowspan="2">Republic of Congo/ Guinea</td><td rowspan="2">&male;: 2A, B; 4A; S2A / &female;: S4C</td></tr><tr><th></th><td></td></tr><tr><th></th><td></td><td><i>Acheta domesticus</i> (Linnaeus, 1758)</td><td></td><td>&male;</td><td>MNHN-EO-ENSIF9777</td><td>Farm strain</td><td></td></tr><tr><th>Landrevinae</th><td>Landrevini</td><td><i>Landreva</i> sp.</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9775</td><td>India</td><td>5A; S3A</td></tr><tr><th colspan="8">TRIGONIDIIDAE</th></tr><tr><th>Trigonidiinae</th><td>Trigonidiini</td><td><i>Anaxipha</i> sp.</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9770</td><td>French Guiana</td><td></td></tr><tr><th></th><td></td><td><i>Natula longipennis</i> (Serville, 1838)</td><td></td><td>&male;</td><td>MNHN-EO-ENSIF9933</td><td>Indonesia</td><td>3A, B; S1A, B, C</td></tr><tr><th>Nemobiinae</th><td>Nemobiini</td><td>Nemobius sylvestris (Bosc, 1792)</td><td>L. Desutter</td><td>&male;</td><td>MNHN-EO-ENSIF9786</td><td>France</td><td>5B; S3B</td></tr></tbody></table>

opencc-by-4.0Dec 2023View details →
zenodo40/100

FIG. 6 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 6. — Hypothesis of primary venation homology of male forewing of †Protogryllidae (A, B) and †Baissogryllidae (C-E): A, †Angarogryllus angaricus (Sharov 1968), PIN 1873-16; B, †Falsipseculum karatavicum (Sharov 1968), PIN 3791/1345; C, †Neosharategia paradoxa Gorochov, 1992, PIN 4270-210a; D, †Baissogryllidae sp., CCNH-293; E, †Anglogryllus lyristes Gorochov et al., 2006, MNEMG 2003.46. Abbreviations: "ha", distally opened harp; "mi", distally opened mirror, others and colour code, see text. Grey dash lines represent folds. Scale bars: 1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 9 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 9. — Hypotheses of primary venation homology of forewing of †Liassophyllum caii Gu &amp; Ren, 2012 (CNU-ORT-NN2009008, †Tuphelidae). Modified from Gu et al. (2012). Abbreviations and colour code: see text. Scale bar: 5 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 3 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 3. — Hypothesis of primary homology of venation of male Grylloidea: A, Natula longipennis (Serville, 1838) (MNHN-EO-ENSIF9933, Trigonidiidae); B, Lerneca fuscipennis (Saussure, 1874) (MNHN-EO-ENSIF9780, Phalangopsidae). Abbreviations and colour code: see text. Scale bars:1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 4 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 4. — Hypothesis of primary homology of venation of male Grylloidea: A, Brachytrupes membranaceus (Drury, 1773) (MNHN-EO-ENSIF9769, Gryllidae); B, Phyllogryllus sp. (MNHN-EO-ENSIF9768, Oecanthidae). Abbreviations and colour code: see text. Grey dash lines represent folds. Scale bars: 5 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. 2 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. 2. — Main fields (A, C) and functional structures (B, D) of a male grylloid forewing (A, B: Brachytrupes membranaceus (Drury, 1773), MNHN-EO-ENSIF9769) and a male gryllotalpid forewing (C, D: Scapteriscus sp., MNHN-EO-ENSIF3068). Abbreviations: lc, lanceolate cell; ha, harp; mi, mirror. Scale bars: 5 mm.

opencc-zeroDec 2023View details →
zenodo40/100

FIG. S1 in Reconciliation between neontology and paleontology in the Gryllidea (Orthoptera, Ensifera): reinterpreting the venation of the stridulatory apparatus in crickets

FIG. S1. — Forewings of male Grylloidea with hypothesis of venation: A, B, Natula longipennis (Serville, 1838) (MNHN-EO-ENSIF9933, Trigonidiidae); C, Anaxipha sp. (MNHN-EO-ENSIF9770, Trigonidiidae);D, Lerneca fuscipennis (Saussure,1874) (MNHN-EO-ENSIF9780, Phalangopsidae).Abbreviations:see text. Scale bars:1 mm.

opencc-zeroDec 2023View details →
zenodo40/100

Fig. 1 in Revision of the genus Thinophilus Wahlberg (Diptera: Dolichopodidae) from Singapore and adjacent regions: A long term study with a prudent reconciliation of a genetic to a classic morphological approach

Fig. 1. Present extension of Singapore's mangroves (in green). The numbers indicate the sites that were sampled during the 1-month Singapore Mangrove Insect Project (SMIP 2009); and the 2-year Mangrove Insect Project (MIP 2012-2014). 1, Mandai mangroves; 2, Kranji Nature Trail; 3, Sungei Buloh Wetland Reserve; 4, Lim Chu Kang; 5, Sarimbun mangroves; 6, Berlayer Creek; 7, Pulau Semakau original or old mangrove (SMO); 8, Pulau Semakau, replanted or new mangrove (SMN); 9, Changi creek; 10, Pulau Tekong; 11, Pulau Ubin, Chek Jawa; 12, Pasir Ris; 13, Pulau Seletar; 14, Sungei Cina.

opencc-by-4.0Jul 2018View details →
zenodo40/100

Fig. 4 in Revision of the genus Thinophilus Wahlberg (Diptera: Dolichopodidae) from Singapore and adjacent regions: A long term study with a prudent reconciliation of a genetic to a classic morphological approach

Fig. 4. Thinophilus apicatus sp. nov., male. A, Detail of surstyli ventrally; B, Tips cerci dorsally; C, Ventral view of epandrium; D, Lateral view of epandrium.

opencc-by-4.0Jul 2018View details →
zenodo40/100

Fig. 3 in Revision of the genus Thinophilus Wahlberg (Diptera: Dolichopodidae) from Singapore and adjacent regions: A long term study with a prudent reconciliation of a genetic to a classic morphological approach

Fig. 3. Thinophilus apicatus sp. nov., male. A, Mid femur; B, Hind femur; C, Posterior view of fore leg; D, Anterior view of fore coxa.

opencc-by-4.0Jul 2018View details →
zenodo40/100

Video: Setting up your own Wikibase reconciliation service (e.g. for OpenRefine) - Wikibase Working Hours, 07-11-2023

<p>&nbsp;Video tutorial on how to install a reconciliation service for your own Wikibase instance, how to connect it to OpenRefine and what settings in the Wikibase itself need to be checked to allow data from OpenRefine to be written to the Wikibase.</p> <p>Given during the <a title="d:Wikidata:WikiProject LD4 Wikidata Affinity Group/Wikibase Working Hours" href="https://www.wikidata.org/wiki/Wikidata:WikiProject_LD4_Wikidata_Affinity_Group/Wikibase_Working_Hours">Wikibase Working Hours</a> on 7 November 2023.</p> <p>Notes: <a href="https://docs.google.com/document/d/1MMvyaAe2l63MRZdkW-dg07oYLfXIly_SS3TBR_G8R2k/edit" rel="nofollow">https://docs.google.com/document/d/1MMvyaAe2l63MRZdkW-dg07oYLfXIly_SS3TBR_G8R2k/edit</a></p> <div> <p>Presentation shown in this video:</p> <ul> <li><a title="File:Setting up your own Wikibase reconciliation service (e.g. for OpenRefine) - Wikibase Working Hours, 07-11-2023.pdf" href="https://commons.wikimedia.org/wiki/File:Setting_up_your_own_Wikibase_reconciliation_service_(e.g._for_OpenRefine)_-_Wikibase_Working_Hours,_07-11-2023.pdf">Setting up your own Wikibase reconciliation service (e.g. for OpenRefine) - Wikibase Working Hours, 07-11-2023</a></li> <li><a title="Opens in new tab" href="https://doi.org/10.5281/zenodo.10078805" target="_blank" rel="noopener">10.5281/zenodo.10078805 </a></li> </ul> </div>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Spreadsheets: step by step of data reconciliation

<p>Planilhas desenvolvidas para o artigo intitulado &ldquo;Application of data reconciliation in a water balance as a tool for optimizing water use at a university in Brazil&rdquo;. Ele foi submetido no&nbsp;26th IJCIEOM &ndash; International Joint Conference on Industrial Engineering and Operations Management;</p> <p>1.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Na planilha &ldquo;Database_IJCIEOM_2020&rdquo; est&atilde;o todos os dados usados na pesquisa.</p> <p>2.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A planilha denominada &ldquo;Coverage test&rdquo; refere-se ao teste estatistico feito com a media dos blocos MT e FS.</p> <p>3.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Em &ldquo;<a href="http://ijcieom_2020.mt/">IJCIEOM_2020.MT</a>&rdquo; e &ldquo;IJCIEOM_2020.FS&rdquo; encontra-se o desenvolvimento da incerteza das medi&ccedil;&otilde;es de vaz&atilde;o de &aacute;gua do CJA-UFSB.</p> <p>4.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;As planilhas &ldquo;nhemu_seiqu&eacute;.MT&rdquo; e &ldquo;nhemu_seiqu&eacute;.FS&rdquo; s&atilde;o usadas no programa de KALID (2020). Para rodar no programa &eacute; necess&aacute;rio renomear para &ldquo;nhemu_seiqu&eacute;&rdquo;.</p> <p>&nbsp;</p> <p>English:</p> <p>Spreadsheets developed for the article entitled &ldquo;Application of data reconciliation in a water balance as a tool for optimizing water use at a university in Brazil&rdquo;. He was submitted to the 26th IJCIEOM - International Joint Conference on Industrial Engineering and Operations Management;</p> <p>1. In the spreadsheet &ldquo;Database_IJCIEOM_2020&rdquo; are all the data used in the research.</p> <p>2. The spreadsheet called &ldquo;Coverage test&rdquo; refers to the statistical test done with the average of blocks MT and FS.</p> <p>3. In &ldquo;IJCIEOM_2020.MT&rdquo; and &ldquo;IJCIEOM_2020.FS&rdquo; there is the development of the uncertainty of water flow measurements from CJA-UFSB.</p> <p>4. The spreadsheets &ldquo;nhemu_seiqu&eacute;.MT&rdquo; and &ldquo;nhemu_seiqu&eacute;.FS&rdquo; are used in the KALID program (2020). To run the program it is necessary to rename it to &ldquo;nhemu_seiqu&eacute;&rdquo;.</p>

opencc-by-4.0May 2020View details →
zenodo36/100

A case of reconciliation in wild tamarins, Saguinus mystax

<p>The video shows a sequence cut from a longer (10 min) video of a grooming session involving three wild moustached tamarins, <em>Saguinus mystax</em> (Callitrichidae, Primates). It shows reconciliatory behaviour by an aggressor towards the victim of the aggression. Reconciliation has not been reported previously from wild tamarins or other wild callitrichids.</p>

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

Fig. 5 in Revision of the genus Thinophilus Wahlberg (Diptera: Dolichopodidae) from Singapore and adjacent regions: A long term study with a prudent reconciliation of a genetic to a classic morphological approach

Fig. 5. Thinophilus apicatus sp. nov. Phenology during a 2-year survey (MIP).

opencc-by-4.0Jul 2018View details →
zenodo36/100

Fig. 2 in Revision of the genus Thinophilus Wahlberg (Diptera: Dolichopodidae) from Singapore and adjacent regions: A long term study with a prudent reconciliation of a genetic to a classic morphological approach

Fig. 2. Thinophilus apicatus sp. nov., male habitus.

opencc-by-4.0Jul 2018View 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