cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hnvdvbrcx9
title: Dataset RCT: art therapy for anxiety in women

description: Outcomes of a RCT with 30 women in art therapy group (AT) and 29 women in waiting list condition (WL). T1: pre-test (AT and WL) T2: post-test after three months therapy (AT) / three months wait time (WL) T3: follow-up after three month s (AT) / post-test after three months therapy (WL) Outcomes at T1/T2/T3: * Screening: 4DSQ (distress, depression, anxiety, somatization) * Anxiety symptom severity: LWASQ * Quality of life: MANSA * Emotion regulation: DERS * Executive Functioning: BRIEF-A Outcomes at T1/T2: * Performance based EF: the Amsterdam Neuropsychological Tasks (ANT) * Heart rate and HRV: measured with a psychophysiological protocol (baseline-stress-cool down)
DOI: 10.17632/5g38399z9p
title: Cassava Whitefly Dataset

description: This dataset contains images of whitefly infested cassava leaves.  The images were captured from the National Crop Resources Research Institute (NaCRRI) in Namulonge, Uganda as part of efforts to conduct studies into the effect of whiteflies on cassava.
The data is grouped into 3 categories (low abundance, moderate abundance and high abundance).
DOI: 10.17632/p99227dppc
title: Quentin dataset

description: The data presented here represent spectral measurements and thin sections of rock samples which were collected during a mining investigation study carried out in the northern Cameroon referenced as "Anaba Fotze Q.M., Bikoro Bi-Alou M., Ndougsa-Mbarga T., Bailly L., Bernard J., Penaye J., Sep Nlomngan J.P., Djieto Lordon A.E., Ketchaya Y.B., Moussango Ibohn P.A. (2022). Integrating Aster 07XT, Landsat 8, and aeromagnetic data for the delineation of potential mineralization sites in North Cameroon. Geological Journal, 57(9), 3949–3971”. 
The folder contains two Excel files and a folder. The Excel file named "Rock samples description" describes the rock samples collected for spectral analyses and thin sections (displayed in the manuscript). The other Excel file "Rocks spectral measurements" provides the spectral measurements of each rock sample. The folder gives the pictures of the collected rock samples.
The spectral measurements carried out on samples were to confirm earlier geophysical and remote sensing results aimed at the identification of potential hydrothermal alteration targets which may be linked to gold mineralizations.
DOI: 10.17632/xymm6fyfb4
title: Cartilage Creep Duration Dataset

description: Confined and unconfined, ex vivo, creep compression experiments were carried out on 20 full-thickness bovine cartilage samples (6 mm diameter) harvested from the lateral femoral condyle at weight-bearing areas using a razor blade and a 6-mm diameter biopsy punch.

An Instron material testing machine (Model 5944, Instron, Norwood, MA, US) used a 2-kN load cell (Model 2580-107, Instron, Norwood, MA, US) to perform confined and unconfined creep experiments under force-controlled settings. To ensure smooth contact with the sample, a slow displacement rate of 0.01 mm/s was applied until the preload of 0.05 MPa was reached. The preload stress was then maintained for 15 min allowing the sample to reach a baseline thickness. Afterwards, the force was ramped up at a rate of 0.25 MPa/s until the desired creep load of 1 MPa. Hereafter, the creep load was maintained for 5 hours while force and displacement data were recorded continuously at a sampling rate of 10 Hz. Initial sample thickness was determined as the last thickness measured at the end of preload and engineering strain was computed and normalised to that instance of time. 

For both confined and unconfined experiments, samples were mounted in a testing chamber fully immersed in phosphate-buffered saline (PBS). Confined experiments were performed by loading the sample with a rigid cylindrical piston (6 mm diameter) in a cylindrical chamber (6.2 mm diameter) with a porous plate (nominal pore size of 40 µm), allowing fluid to flow out of the tissue while confining radial expansion. Unconfined experiments were conducted by positioning the sample in an open chamber and using a rigid cylindrical piston (12 mm diameter) to apply the stress. After either test configuration, the tissues were allowed to relax in PBS for 24 hours before being retested.

The data file (CreepDurationData.mat) consist of one file for MATLAB where the data is saved in a struct. 
- The first layer is the test configuration layer to distinguish between unconfined and confined experiments. 
- The second layer is the sample layer and has all 20 samples.
- The third layer is the actual data for each specific sample. Within this layer is the initial thickness estimation. As well as four vectors with time, displacement, force and strain data.

Within the Database are the .csv files with the actual data recorded during the experiments as well as the scripts to take out the data from the .csv files. This can be done by running the DataHandling.m to open and extract the data.
DOI: 10.6084/m9.figshare.28603862.v3
title: 10 Species Sequences FASTA files

description: Full length sequences of the NOD2 receptor for our species of interest that were acquired from Uniprot and NCBI blast searching. Also included is the FASTA file which has just the LRR domain of these species. Both of these files were used for creating related figures and comparisons made between species.
DOI: 10.17632/5pxwk85fk7
title: Itaconate uptake via SLC13A3 improves hepatic antibacterial innate immunity

description: Raw data including Cell imaging, Excel datasheets for graphs and Uncropped WB immunoblots.
DOI: 10.17632/69wsz4p8n9
title: (Dataset) Improvement in the furniture manufacturing

description: Data related to improvements in furniture manufacturing
DOI: 10.17632/jjdktckfsd
title: Data for: De-Neolithisation in southern Norway inferred from Bayesian modelling of radiocarbon dates

description: Supplementary data for research paper published in Journal of Anthropological Archaeology. The author of supplemental data 1-3 is Svein Vatsvåg Nielsen.
DOI: 10.6084/m9.figshare.1356175.v1
title: SPC tornado data

description: SPC historic tornado data (1950-2013)
DOI: 10.6084/m9.figshare.17150813.v1
title: The data related to sterility test by BacT/ALERT 3D

description: One of the files is the data of sterility test of blood products collected at a blood center in Japan. Red cell concentrates (RCC), platelet concentrates (PC) and fresh frozen plasma (FFP) were tested from July 2015 to July 2018 by BacT/ALERT 3D, which is used for bacterial culture and detection. This data shows total number of samples and culture-positive cases of the test. The other is a record of preparation of bacterial sample in <i>Streptococcus pneumoniae</i> inoculation test. It was conducted to evaluate the difference of positive reaction by BacT/ALERT 3D between <i>Streptococcus pneumoniae</i>, a bacterium known to autolyze,<i> </i>and other bacteria detected in blood products in sterility test.
DOI: 10.17632/bmhyprpp4v
title: 5Hz dual frequency GPS RINEX data from Chandannagar, India

description: 5 Hz dual frequency GPS, RINEX 3.03 data logged by JAVAD Triumph LS and UBLOX ZED F9P, collected from Chandannagar, West Bengal India; 3 July (1900 UTC)-10 July (1800 UTC) 2020. Each folder contains a files for the GPS constellation.
DOI: 10.6084/m9.figshare.11340128.v1
title: Diversity score toy data

description: Toy data for the diversity score analysis in Tabula Muris Senis
DOI: 10.6084/m9.figshare.19690459.v6
title: Jiaozhou Bay 16S rRNA & metagenome dataset

description: Data for contigs, MAGs, and other files generated using the JZB microbial dataset. Dataset includes: <br> Single assembly contigs (10 files)： JZB_A53_27_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 2.7 μm pore-sized filter at A53 station in September 2015 in Jiazhou Bay. JZB_A53_07_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.7 μm pore-sized filter at A53 station in September 2015 in Jiazhou Bay. JZB_A53_02_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.22 μm pore-sized filter at A53 station in September 2015 in Jiazhou Bay. JZB_A53_27_201603_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 2.7 μm pore-sized filter at A53 station in March 2016 in Jiazhou Bay. JZB_A53_02_201603_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.22 μm pore-sized filter at A53 station in March 2016 in Jiazhou Bay. JZB_D710_27_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 2.7 μm pore-sized filter at D710 station in September 2015 in the open Yellow Sea. JZB_D710_07_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.7 μm pore-sized filter at D710 station in September 2015 in the open Yellow Sea. JZB_D710_02_201509_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.22 μm pore-sized filter at D710 station in September 2015 in the open Yellow Sea. JZB_D710_07_201603_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.7 μm pore-sized filter at D710 station in March 2016 in the open Yellow Sea. JZB_D710_02_201603_single_assembly.final.contigs.tar.gz: Contigs from the individual assembly of sample collected onto 0.22 μm pore-sized filter at D710 station in March 2016 in the open Yellow Sea. <br> Co-assembly contigs (3 files)： JZB_27_fractional_assembly.final.contigs.tar.gz: Contigs from co-assembly of samples collected onto 2.7 μm pore-sized filter. JZB_07_fractional_assembly.final.contigs.tar.gz: Contigs from co-assembly of samples collected onto 0.7 μm pore-sized filter. JZB_02_fractional_assembly.final.contigs.tar.gz: Contigs from co-assembly of samples collected onto 0.22 μm pore-sized filter. <br> JZB_MAGs.tar.gz: 915 non-redundant and purified prokaryotic genomes with ≥ 50% completeness and ≤ 5% contamination <br> Supplementary Table 1: Sampling information and environment factors. <br> Supplementary Table 2: The ASVs-table, ASVs taxonomy, and sequencing data information of 16S rDNA sequencing. <br> Supplementary Table 3: The contigs information; MAG information; reference genomes information of archaeal tree; reference genomes information of bacterial tree; Metagenome raw data information. <br>
DOI: 10.17632/4nzsg7vth9
title: AS365-K2 helicopter flight test: Some time domain acceleration and type 58 UFF (Universal File Format) from specific accelerometers and fight conditions

description: For academic purposes, we provide some experimental data from flight test conducted on the AS365-K2 helicopter. The dataset includes time-domain acceleration measurements and Type 58 Universal File Format (UFF) data, obtained from specific accelerometers under defined flight conditions.
The file "DataFiles_Type58UFF_AS365K2_AccelData.rar" is a type-58 UFF files with acceleration (vibration) data obtained from flight test with an AS365K2 helicopter.
The file "Fig_Heli3D_AS365K2_AccelData_040kt.fig" is MATLAB(R) figure of a 3D-model AS365 helicopter with visual representation of the acceleration (vibration) levels on the radome, fuselage, and empennage, obtained from flight test with an actual AS365K2 helicopter.
DOI: 10.17632/6m2s6rt48x
title: Dataset of scholarly publications for empirical evaluation of research productivity and trends of the ISI over two decades (1991-2010)
DOI: 10.17632/b7ntc762cv
title: The impact of economic sanctions on equity returns of Russian companies

description: This data is required for Event Study Analysis. First of al, in order to calculate cumulative abnormal return (CAR) the real returns should be adjusted for "normal" returns. Russian economy is highly dependent to oil & gas prices, thus in this study "normal" returns are correlated with Brent price (CAPM model was used). That is why the data for my research should be consisted of stock prices of Russian public companies from 2011 to 2019, MOEX Russia Index as a measure of market index (2011-2019), Brent price dynamics (2011-2019) and Russian Government Bond Zero Coupon Yield (2011-2019) as a measure of rsik-free rate
DOI: 10.17632/x54j8vxdmp
title: Data for "Effect of User-Generated Image on Review Helpfulness: Perspectives from Object Detection"

description: This dataset is for the paper "Effect of User-Generated Image on Review Helpfulness: Perspectives from Object Detection".
The compressed file contains three json files, and they can be loaded by Python pandas package.
target_comment_seed2021.json contains all the reviews with images.
target_comment_no_image.json contains all the reviews without image.
20220128sample_comment.json is a subset of the first one that has balanced number of the reviews for experience products and search products.
The processing code and corresponding image data will be published latter.
DOI: 10.25403/upresearchdata.21940199.v1
title: Testing for trematode prevalence in equids associated with management and evironmental practices

description: This dataset consists of detection of trematode infection in equids by comparing two different faecal testing techniques. Owner completed questionnaires were used to determine environmental and management practices which led to increased risk of infection and presence of clinical disease (recurrent colic/weightloss/diarrhoea) at the time of testing.
DOI: 10.6084/m9.figshare.22691161.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.17632/ygtxz64z4h
title: Impostorism

description: Imposter syndrome (IS) refers to a sensation of not belonging, out-of-place-ness, and the conviction that one's competence, success is fraudulent and inauthentic. It's often enclosed as an individual problem to be overcome, for example, by keeping a list of achievements to remind oneself of evidenced accomplishments, by talking about one's confusions and precariousness. We aimed to evaluate the prevalence of imposter syndrome, explore the frequency distribution of imposter syndrome in different institutions, and assess the factor contributing to imposter syndrome among medical college students.
DOI: 10.17632/pct8ysx4vb
title: The Rise in Foreign Currency Bonds: The Role of US Monetary Policy and Capital Controls 

description: Online Appendix
Replication Files
DOI: 10.6084/m9.figshare.1393952.v4
title: Bavarian voice (de8) for MBROLA

description: This fileset contains the thesis I wrote 2004, when studying computer science at the TFH Berlin, as well as the resulting, final version of the bavarian (de8) MBROLA library. The thesis is about creating a Text-to-Speech system that translate writen German into a Bavarian sythesized voice. I sort of lost the accompanying raw data, will update this fileset should I find it later on.
DOI: 10.6084/m9.figshare.25592220.v1
title: <i>Supplementary Package for Understanding Code Change with Micro-Changes</i>

description: <code><strong>whywerefactor_selection.csv</strong></code><b>:</b> exhibits how our dataset is extracted from the whywerefactor dataset, the column <code>Included</code> shows which repository is selected, where 1 represents selected, while 0 represents not selected.<code><strong>dataset_info.csv</strong></code><b>:</b> exhibits the basic information of our dataset.<code><strong>coverage_result.csv</strong></code><b>:</b> exhibits the coverage of the micro-change on each repository.<code><strong>micro-change_count_with_rank.csv</strong></code><b>:</b> exhibits the number of each type of micro-changes detected in each repository.<br>
DOI: 10.17632/9zyvdgp83m
title: Real-world Tomato Image Dataset for Deep Learning and Computer Vision Applications Involving Precision Agriculture

description: The dataset consists of high resolution real images of tomato fruit (vegetable) which were taken at various stages of tomato growth starting from flowering all the way to harvesting stage over a period of 1 year. The dataset was created keeping in mind the real-time scenario that helps in obtaining good generalisation capability for the Deep Learning model or any other model. The dataset would help the researchers working towards agriculture domain utilising the capabilities of Deep Learning and Computer Vision. The images were collected at different times (morning, evening and night) with various backgrounds. The dataset consists of two folders of tomato images, the first folder consists of 1114 mixed images of tomato (growth stages) having a resolution of 1846x4000 while the second folder consists of 636 mixed tomato images having a resolution of 4000x1660. The images were captured by using Redmi K20 Pro phone that uses a 48-megapixel Sony IMX586 sensor with an f/1.75 aperture and 1.6 micron pixels.
DOI: 10.17632/wmgrmh2n7h
title: Data for: Oil and gas platforms as artificial substrates for epibenthic North Sea fauna: effects of location and depth

description: The data were collected through inspection of ROV videos by Floor M.F. Driessen [1]. 1.†††††† Bureau Waardenburg, Varkensmarkt 9, Postbus 365, 4100 AJ Culemborg, The Netherlands. EXPLANATION OF DATASET The data are formatted in a single csv file. It contains 30 columns with 5587 rows, including title row. Each row represents a separate observation of species abundance according to the Braun-Blanquet scale. The dataset contains null values which are indicated with NA. The first 21 columns contain sample information. Columns 22-29 contain information about taxonomic grouping and Column 30 contains the Braun-Blanquet abundance values. Explanation per column (1-30): Observation_number: Unique identification code for each observation. Include_YES_NO: indication whether or not the observation was included in data analysis: YES =included, NO= not included. Country: Country of operation of the offshore gas or oil platform: NL = The Netherlands, DK = Denmark Company: Company operating the offshore gas or oil platform: Maersk Oil or Petrogas E&P LLC. Platform_name: name of the offshore gas or oil platform. Latitude: latitudinal coordinate of the location of the platform in decimal degrees, WGS84. Longitude: longitudinal coordinate of the location of the platform in decimal degrees, WGS84. Distance from Dutch shore: shortest distance from platform to the Dutch shoreline as the crow flies (in km) Distance from Danish shore: shortest distance from platform to the Danish shoreline as the crow flies (in km) Year_of_installation: Year of installation of the gas or oil platform (OSPAR production start) Depth_platform: depth of platform at lowest astronomical tide (LAT) in meters Video_Name: unique video name Video_Date: date on which the ROV video was taken Video_quality: video quality as assessed by the video observer and relative to available video material. 0 = no visibility/black screen, 9 = very good visibility, no limitations for video analysis, NA = unknown. Depth_ROVsample: depth recorded by ROV at which the video was taken. Depth_Range: depth class, e.g. depth between 0 and 5 m corresponds to a depth range of 1. Substrate_type: type of substrate on which observation was made: anode material, concrete, debris, pebbles, rockdump, sand, shells, steel, or unknown (when video quality was very low) Sample_Size: area surveyed in m2. Standard surveyed area is 1x1m, but in some cases the ROV took more detailed (0,25 and 0,5 m2) or less detailed (2 m2) footage. Phylum: phylum of the observed organism. NA= unknown Class: taxonomic class of the identified organism. NA= unknown Order: taxonomic order of the identified organism. NA= unknown Species/taxon: species name of the identified organism. NA= unknown Sp.Indet.: species name or the closest recognizable taxonomic grouping of unidentified species or unknown Braun_Blanquet_Abundance: abundance according to an adapted version of the Braun-Blanquet scale (Schutter et al. 2018)
DOI: 10.25452/figshare.plus.21828099.v1
title: MRI dataset supporting paper "A preclinical randomized controlled multicenter trial of anti-IL-17A treatment for acute ischemic stroke"

description: This folder contains the raw MRI data from the study "A preclinical randomized controlled multicenter trial of anti-IL-17A treatment for acute ischemic stroke". <br> See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6371439 <br> Manuscript abstract Multiple consensus statements have called for preclinical randomized controlled trials (pRCT) to improve translation in stroke research. We investigated the efficacy of an IL-17A neutralizing antibody in a multicenter pRCT using a murine ischemia reperfusion stroke model. Twelve week old, male C57BL/6 mice were subjected to 45 minutes of transient middle cerebral artery occlusion (tMCAO) in four centers. Mice were randomly assigned (1:1) to receive either an anti-IL-17A (500 µg) or isotype antibody (500 µg) intravenously one hour after reperfusion. The primary endpoint was infarct volume measured by MRI three days after tMCAO. Secondary analysis included mortality, neurological score, neutrophil infiltration and the impact of the gut microbiome on treatment effects. Out of 136 mice, 109 mice were included in the analysis of the primary endpoint. Mixed model analysis revealed that IL-17A neutralization significantly reduced infarct sizes (anti-IL-17A: 61.77 ± 31.04 mm3; IgG control: 75.66 ± 34.79 mm3; p=0.01). Secondary outcome measures showed a decrease in mortality (Hazard Ratio=3.43, 95% CI=1.157-10.18; p=0.04) and neutrophil invasion into ischemic cortices (anti-IL-17A: 7222 ± 6108 cells; IgG control: 28153 ± 23206 cells; p&lt;0.01). There was no difference in Bederson score. The analysis of the gut microbiome showed significant heterogeneity between centers (R=0.78, p&lt;0.001, n=40). Taken together, neutralization of IL-17A in a therapeutic time window resulted in a significant reduction of infarct sizes and mortality compared to isotype control. It suggests IL-17A neutralization as a potential therapeutic target in stroke.
DOI: 10.6084/m9.figshare.1313642.v3
title: Figure 6 Highly effective fibrinolysis by a sequential synergistic combination of mini-dose tPA plus low-dose mutant proUK

description: Fig 6. The effect of the synergistic dose combination in plasma alone
DOI: 10.17632/b5d7zfm33r
title: Dataset of "A global review of MSC certification: Why fisheries withdraw?"

description: The dataset summarized publicly available information from Marine stewardship council (MSC) fisheries website ( https://fisheries.msc.org/en/fisheries/ ), updated on 20th December 2018. The dataset summarized and reports: the name of fishery; the country; the continent; the FAO area related to the fishery; the management agency; the species; the type of gear used; the impact of the gear on the seabed and on the by-catch; the certifications status; the certificated catch; the species life span; and the certification time. These data base have been analyzed for the publication in Marine Policy of the paper titled: A global review of MSC certification: Why fisheries withdraw?   https://doi.org/10.1016/j.marpol.2022.105124