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.

6,704

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

6,704 results for “reports”

Learn how ShareScore rates datasets ↗
zenodo28/100

Figure 4 in Report on the Raphitomidae Bellardi, 1875 (Mollusca: Gastropoda: Conoidea) from the China Seas

Figure 4. (A) Pseudodaphnella granicostata (Reeve, 1846) (Xisha Islands, CN 75M-356-1); (B) Pseudodaphnella philippinensis (Reeve 1843) (Xisha Islands, CN 58M-1542-1); (C) Veprecula sp. (SCS, CN K146A–15).

opencc-by-4.0Mar 2014View details →
dryad28/100

Our Dreams, Our Selves: Automatic Interpretation of Dream Reports

<p>Sleep scientists have shown that dreaming helps people improve their waking lives, and they have done so by developing sophisticated content analysis scales. Over the years, sleep scientists have developed hundreds of increasingly sophisticated ways of coding dreams. One of the the best validated and most widely used scale is the Hall and Van de Castle's. The Hall–Van de Castle dream coding system consists of ten categories (and their sub-categories) of elements appearing in dreams, together with detailed rules to recognize and measure those elements from written reports. The system became a standard reference for quantitative dream analysis, thanks to its objective approach that facilitates reproducibility and high inter-coder reliability. In practice, the ten categories are not all of equal importance in capturing the psycho-pathological aspects of a dream's content. Dream scientists determined that the three categories of Characters, Social Interactions and Emotions are the most valuable ones and are usually more informative than all the remaining ones combined. These are described as follows:</p> <ul> <li>Characters. People, animals and imaginary figures who appear in the dream; </li> <li>Interactions. Interactions among characters of three types: friendly, sexual and aggressive;</li> <li>Emotions. Markers of positive or negative emotions in the dream.</li> </ul> <p>Each of these three categories is quantified by a set of metrics. For example, the Characters category includes the percentages of male, animal, and imaginary characters that appears in the dream.</p> <p>As most dream content analysis scales, the Hall–Van de Castle dream coding system  is complex and, as such, require human intervention. As a result, annotations have been mostly done manually, which is time-consuming, does not scale. To tackle this challenge, we designed a Natural Language Processing (NLP) tool that automatically scores dream reports by operationalizing the Hall–Van de Castle coding system. We validated the tool's effectiveness on hand-annotated dream reports and applied it to a set of 20k+ dream reports from dreambank.net. This dataset contains those algorithmic annotations.</p>

opencc-zeroAug 2020View details →
zenodo28/100

Improving Traceability Recovery Between Bug Reports and Manual Test Cases

<p>V&iacute;deo backup da apresenta&ccedil;&atilde;o SBES 2020.</p> <p>Artigo: Improving Traceability Recovery Between Bug Report and Manual Test Cases.</p>

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

An Experience Report About Challenges of Software Engineering as a Second Cycle Course

<p>The dynamism of the software development market has demanded increasingly qualified professionals with practical knowledge on the implementation of paradigms and methodologies in the development of projects. In this context, there are undergraduate courses in Software Engineering (SE) offered in the format of two cycles, to try to deliver to the market professionals who meet the demands of the sector. Therefore, it is important to know the challenges that arise in the teaching scenario and the emerging topics of SE, in order to provide students with an academic-professional training closer to the real scenario of the software industry. Thus, this article aims to identify the difficulties observed in an undergraduate course in SE and its emerging topics, in the form of two cycles. For this, a &nbsp;survey with professors from a two-cycle SE course was carried out. Through a quantitative and qualitative analysis of the results, it was possible to identify some main challenges faced by professors. This type of analysis has proved to be useful to identify opportunities for improvement in the academic-professional training of SE students and to provide the software industry with more qualified professionals.</p>

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

Figure 2 from: Koleva K, Todorova L, Marchev S, Vlaskovska M, Nikolov R (2020) Pharmacovigilance: procedures for uniform assessment of periodic safety update reports and their implementation in national settings. Focus on analgesics. Pharmacia 67(4): 283-288. https://doi.org/10.3897/pharmacia.67.e57134

Figure 2 A percentage of all active substances/products affected by the PSUR evaluation procedures. Legend: 1: The change is not implemented; 2: The change is implemented with an appropriate procedure; 3: The change is implemented outside the specified deadlines.

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

Figure 1 from: Koleva K, Todorova L, Marchev S, Vlaskovska M, Nikolov R (2020) Pharmacovigilance: procedures for uniform assessment of periodic safety update reports and their implementation in national settings. Focus on analgesics. Pharmacia 67(4): 283-288. https://doi.org/10.3897/pharmacia.67.e57134

Figure 1 Distribution of discrepancies by type of active substance for all active substances/products affected by the PSUR evaluation procedures. Legend: I: Total number of products by active substances; II: The change has not been implemented; III: The change is implemented by an appropriate procedure; IV: The change is implemented outside the specified deadlines.

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

Report of demographic and employment description of each of the interviewees. Covidless Approach & Trust Project

<p>Report of demographic and employment description of each of the interviewees. Covidless &nbsp;Approach &amp; Trust Project</p>

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

Figure 4 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure 4 Reproductive systems of Cadlina species ACadlina koreana sp. nov. BCadlina umiushiCCadlina japonica. Abbreviations: a, ampulla; bc, bursa copulatrix; fgm, female gland mass; rs, receptaculum seminis; pr, prostate; sv, seminal vesicle; ud, uterine duct; v, vaginal duct; vd, vas deferens. Scale bars: 0.5 mm (A, B); 2 mm (C).

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

Figure 5 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure 5 Phylogenetic tree based on concatenation of COI, 16S rRNA, and 28S rRNA markers. Sequences generated in this study are marked with back squares; the remaining sequences were obtained from GenBank. Accession numbers of COI sequences appear in front of species names to identify specific specimens as in Suppl. material 1: Tables S1, S2. The tree was constructed using the Maximum Likelihood method with 1000 bootstrap replicates in MEGA X software and Bayesian Inference in MrBayes software. Aldisa sanguinea and A. smaragdina were used as the outgroup. Numbers at each node indicated bootstrap (right) and posterior probability (left) values. The values &gt; 50 (BS) and 0.5 (PP) are provided.

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

Figure 1 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure 1 Cadlina koreanaA body; Radula B rachidian teeth C central and lateral region D outer lateral region. Scale bars: 2 mm (A); 10 μm (B); 50 μm (C); 20 μm (D).

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

Supplementary material 2 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure S1

opencc-zeroDec 2020View details →
zenodo28/100

Figure 2 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure 2 Cadlina umiushiA body; Radula B rachidian teeth C central and lateral region D outer lateral region. Scale bars: 2 mm (A); 10 μm (B); 50 μm (C); 20 μm (D).

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

Supplementary material 1 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Tables S1–S3

opencc-zeroDec 2020View details →
zenodo28/100

Figure 3 from: Do TD, Jung D-W, Kil H-J, Kim C-B (2020) A report of a new species and new record of Cadlina (Nudibranchia, Cadlinidae) from South Korea. ZooKeys 996: 1-18. https://doi.org/10.3897/zookeys.996.54602

Figure 3 Cadlina japonicaA body; Radula B rachidian teeth C central and lateral region D outer lateral region. Scale bars: 1 cm (A); 20 μm (B); 100 μm (C); 50 μm (D).

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

FIGURE 4. A, B in Report of ciliate-bryozoan-crustacean hyperepibiosis on crab (Decapoda Brachyura) from west coast of India, Arabian Sea

FIGURE 4. A, B. Paracineta saifulae (Mereschkowsky, 1877); C, D. Cothurnia ceramicola Kahl, 1933.

opennotspecifiedDec 2020View details →
dryad28/100

Data from: The Moorfields AMD database report 2 - fellow eye involvement with neovascular age-related macular degeneration

<p><b>Background/Aims:</b> Neovascular age-related macular degeneration (nAMD) is frequently bilateral, and previous reports on 'fellow eyes'' have assumed sequential treatment after a period of treatment of the first eye only. The aim of our study was to analyse baseline characteristics and visual acuity (VA) outcomes of fellow eye involvement with nAMD, specifically differentiating between sequential and non-sequential (due to macular scarring in the first eye) anti-vascular endothelial growth factor treatment and timelines for fellow eye involvement.</p> <p><b>Methods:</b> Retrospective, electronic medical record database study of the Moorfields AMD database of 6265 patients /120,286 single entries with data extracted between October 21, 2008 and August 9, 2018. The dataset for analysis consisted of 1180 sequential, 807 nonsequential, and 3410 unilateral eyes.</p> <p><b>Results: </b>Mean VA (Early Treatment Diabetic Retinopathy Study letters±SD) of sequentially treated fellow eyes at baseline was significantly higher (63±13), VA gain over two years lower (0.37±14), and proportion of eyes with good VA (≥70 letters) higher (46%) than the respective first eyes (baseline VA 54±16, VA gain at two years 5.6±15, percentage of eyes with good VA 39%). Non-sequential fellow eyes showed baseline characteristics and VA outcomes similar to first eyes. Fellow eye involvement rate was 32% at two years, and median time interval to fellow eye involvement was 71 (IQR 27-147) weeks.</p> <p><b>Conclusion:</b> This report shows sequentially treated nAMD fellow eyes have better baseline and final VA than non-sequentially treated eyes after 2 years of treatment. Sequentially treated eyes also had a greater proportion with good VA after 2 years.</p>

opencc-zeroSep 2019View details →
zenodo28/100

FIGURE 4 in First report of the genus Neadeloides Klima, 1939 (Lepidoptera, Crambidae Pyraustinae) in Laos, with description of a new species

FIGURE 4. Wing venation of Neadeloides acridentata sp. nov.

opennotspecifiedOct 2020View details →
zenodo28/100

FIGURE 2 in Report on species of the genus Tumicla Wallengren, 1863 in Gabon (Lepidoptera Erebidae: Arctiinae: Lithosiini)

FIGURE 2. The cotton sheet mounted in a clearing at about 1 km from the Ipassa Research Station.

opennotspecifiedOct 2020View details →
zenodo28/100

FIGURE 3 in Report on species of the genus Tumicla Wallengren, 1863 in Gabon (Lepidoptera Erebidae: Arctiinae: Lithosiini)

FIGURE 3. The light trap used for collecting moths.

opennotspecifiedOct 2020View details →
zenodo28/100

Figures 8-11 from: Ganjisaffar F, Talamas EJ, Bon MC, Perring TM (2020) First report and integrated analysis of two native Trissolcus species utilizing Bagrada hilaris eggs in California. Journal of Hymenoptera Research 80: 49-70. https://doi.org/10.3897/jhr.80.57024

Figures 8-11 Trissolcus utahensis, head, anterior view 8 DPI_FSCA00033239 (ex. B. hilaris) 9 FSCA 00033041 (ex. P. maculiventris) 10 FSCA 00000302 (ex. P. maculiventris) 11 FSCA 00033040 (Ex. P. maculiventris). Scale bars in millimeters.

opencc-by-4.0Jan 2021View 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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.