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.
4,325
datasets available to search
ShareScore release 0.9.0
Dataset results
4,325 results for “real”
FIGURE 6 in Are the recently described fossil Mole Crickets of Myanmar amber real gryllotalpids? (Orthoptera: Gryllotalpidae & Gryllidae)
FIGURE 6. Habitus of †Pherodactylus rectanguli n. comb., specimen ECNU-AM-0045, juvenile male. A, photograph of right side. B, photograph of left side. Scale bars = 1 mm.
Associated data underlying the publication "Introducing Open Data Concepts to STEM Students Using Real-World Open Datasets"
<p>While open data concepts become more important in our society, education about its benefits and technical issues is still behind the practice. Students of STEM disciplines should be introduced to open data during their education. The Open Computing course, completely redesigned in the new Computing curriculum, introduces open data concepts, providing both the basics and advanced topics, from technical to social and legal viewpoints. Among the several educational activities, one was particularly useful for understanding the needs and implications of using open data: a synchronous group activity where students had to choose a societal issue, find and analyze two open datasets that would help gaining insight into this issue, assess interdisciplinarity approaches and stakeholders, and finally propose the added value emerging from the solution. In a short amount of time needed, this activity – which tackled multiple aspects of the problem - brought a clearer insight into the topic, building upon the conventional lectures. Students highly graded such an approach to their education, where they had to construct their knowledge by the group experience. A similar group activity appeared to be useful in the context of open data PhD training and might also be used in other disciplines and domains.</p>
PlayNet: Real-time Handball Play Classification with Kalman Embeddings and Neural Networks Dataset
<p>Handball play classification dataset. On one hand we have player position and direction (x, y, vx, vy) estimated with a Kalman Filter, and on the other the ball position. For each tuple there is an associated play (right_attack, left_attack, right_transition, left_transition, time_out, right_penal, left_penal). There are two splits train and test.</p> <p> </p> <p> </p>
Real-space observation of ergodicity transitions in artificial spin ice
<p>Coordinate files of every nanomagnet's position and orientation recorded at each moment in time and several temperatures.</p>
Fig. 7 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 7. (A) Fluorescence microscopy imaging of control (untreated cells (a), DPBA treated (b)) and treated with AE (c), CY (e) AE@DPBA (d), CY@DPBA (f) B16–F10 cells, for 24 h. The B16–F10 cells were stained for nuclei-DAPI (Blue), cytoskeleton-phalloidin Alexa 488 (Green), and AN@DPBA (Red), Scale bars, 20 and 10 μm. (B) Measurement of AN@DPBA complex fluorescence intensity in AE- and CY treated cells, compared to the free DPBA control. The results are expressed as means ± SD. Statistical analysis were performed by Student's t-test. (p-value ≤ 0.05 was considered statistically significant. ** (p <0.01); ns (non-significant)).
Fig. 2 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 2. (A) Proposed reaction route of DPBA complexing with cyanidin CY; (B) 1HNMR spectra at 400 MHz in D3COD for CY (blue), CY@DPBA complex (green), and DPBA (red). (For interpretation of the references to color in this figure legend, the reader is referred to the Web version of this article.)
Fig. 1 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 1. Fluorescence spectrometric analysis of (A) AN-rich chokeberry extract (AE) (black spectrum) and in the presence of DPBA (0.2%) (red spectrum), respective of (B) cyanidin-chloride standard (CY) free (black spectrum) and in the presence of DPBA (0.2%) (red spectrum). AE concentration: 9.2 μM, CY concentration: 92 μM. Excitation wavelength: 570 nm (A, B).
Fig. 6 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 6. (A) AN cytotoxicity in B16–F10 murine melanoma cells after 24 h of incubation with different concentrations of anthocyanin-extract (AE), determined with the WST-1 assay; (B) B16–F10 cells viability after 24 h of incubation with different concentrations of AE (9.2 μM), respective CY (92 μM) and their complexed forms with DPBA (0.2%).
Fig. 5 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 5. Representative chromatograms of the in-vitro metabolization and cellular absorption of cyanidin and cyanidin effects on the extract of AN obtained from chokeberry fruits, showing the identified compounds after 2 and 24 h of incubation with B16–F10 cells, in the cell culture medium. The main peaks are numbered according to Fig. 2A. Chromatograms were processed at 520 nm for cyanidin detection, and at 270 nm for cyanidin breakdown products. (A). AE 2 h, (B). AE 24 h, (C). CY 2 h, (D). CY 24 h.
Fig. 8 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 8. (A) Histograms showing the fluorescence intensity of cellular AE/CY@DPBA following 2 h and 24 h incubation time. (B) Fluorescence measurement of B16–F10 melanoma cells, incubated for 2 and 24 h with AE (9.2 μM) and CY (92 μM) complexed with DPBA dye (0.2%).
Fig. 4 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 4. HPLC/DAD/ESI+-MS total ion chromatograms of anthocyannins identified in the aqueous chokeberry extract (AE) and recorded at 520 nm: (A) m/z = 449, specific to Cy-3-gal and Cy-3-glu; (B) m/z = 419, characteristic for Cy-3- ara and Cy-3-xyl; and (C) m/z = 287, the CY aglycon fragment. For peak identification see Table 1.
Fig. 3 in Real-time fluorescence imaging of anthocyanins complexed with diphenylboric acid 2-aminoethyl inside B16-F10 melanoma cells
Fig. 3. Representative HPLC-DAD chromatograms of chokeberry AN containing extract (A) and the cyanidin chloride standard (B), recorded at 520 nm. Identified peaks at 520 nm correspond to (A): Cy-3-gal (peak 1), Cy-3-glu (peak 2), Cy-3-ara (peak 3), Cy-3-xyl (peak 4), and Cy (peak 5); (B). Cy-chloride.
A real dataset for evaluating hybrid clustering algorithm
<p>This is a real dataset for testing our hybrid clustering algorithm, and details can be found in our manuscript.</p>
Data and processing for "Multitone Microwave Frequency Locking to a Noisy Cavity via Real-Time Feedback"
<p>This folder contains all the code and data necessary to produce the figures of the paper titled "Multitone Microwave Frequency Locking to a Noisy Cavity via Real-Time Feedback" written by Jean-Paul van Soest, Clinton A. Potts, Sarwan Peiter, Adrián Sanz Mora and Gary A. Steele.</p>
Reducing sprint time with exosuit assistance in the real world
<p>Supplementary Materials</p> <p>- Result</p> <p>- Materials and Methods</p> <p>- Figs. S1 to S3</p> <p>- Tables S1 to S4</p> <p>- Movies S1</p>
Fig. 3 in Establishment of conventional PCR and real-time PCR assays for accurate, rapid and quantitative authentication of four mistletoe species
Fig. 3. Sensitivity and amplification efficiency of qPCR assay using species-specific primers and serial dilutions of standard DNA. PCR cycling (A, C, E, G) and melting curve (B, D, F, H) analysis of primers specific for V. coloratum using VC-F3/R4 (A, B); T. sutchuenensis var. duclouxii using TS-F3/R4-1 (C, D), K. japonica using KJ-F5-1/R4 (E, F), and L. tanakae using LT-F5/R5-1 primers (G, H). Arrows indicate the amplification curves (A, C, E, G) of serial dilutions of standard DNA with NTC. Threshold was determined according to the Rotor-Gene Q series software (version 2.3.1) manual.
Fig. 2 in Establishment of conventional PCR and real-time PCR assays for accurate, rapid and quantitative authentication of four mistletoe species
Fig. 2. Sensitivity of multiplex PCR assay in conventional PCR. M: 100 bp DNA ladder. VC: V. coloratum. TS: T. sutchuenensis var. duclouxii. KJ: K. japonica. LT: L. tanakae. (+) means samples mixed different species used in PCR template. Hyphens and arrows indicate the sizes of DNA ladder and PCR products, respectively.
Fig. 4 in Establishment of conventional PCR and real-time PCR assays for accurate, rapid and quantitative authentication of four mistletoe species
Fig. 4. Analysis of commercial mistletoe products sold as leached tea in the Korean market using multiplex PCR assay. M: 100 bp DNA ladder. C1, VC_JM; C2, VC_GY; C3, TS_HR1; C4, TS_GC2; C5, KJ_SC1; C6, KJ_PS; C7, LT_GW; and C8, LT_JC (positive control). Lanes 1–16: Commercial food and herbal medicine products distributed as authentic mistletoe. Hyphens and arrows indicate the sizes of DNA ladder and PCR products, respectively. *, inauthentic products whose identity did not match the description on the label; **, inauthentic products whose identity matched the description on the label.
MULTIPLIERS project: Making school science relevant to real-world challenges
<p>MULTIPLIERS promotes Open Schooling across Europe, a new way to learn that makes science more meaningful and directly relevant to everyday life & real-world challenges.</p> <p>Find out more at: https://multipliers-project.org/</p> <p>Follow MULTIPLIERS on Twitter: https://twitter.com/MULTIPLIERS_</p> <p>Follow MULTIPLIERS on Instagram: https://www.instagram.com/multipliers_project/</p> <p>This project has received funding from the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 101006255.</p>
Put Your Money Where Your Mouth Is: Analysis and Characterization of Real World Habit Building Attempts
<p>Data and code for double blind review of submission titled "Put Your Money Where Your Mouth Is: Analysis and Characterization of Real World Habit Building Attempts"</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.