cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s9pb3h2cjy
title: UDDIPOK:  Reading Comprehension Based Question Answering Dataset in Bangla Language

description: The urgency of the online education system can be understood during the COVID-19 pandemic. The entire world, including Bangladesh, moved to online education and focused on developing automated systems. This dataset is created for developing automatic reading comprehension systems in the Bangla language. We have also provided the English Translation of this dataset. The dataset contains the following parameters:

1. A real-time and long passage (context) in the Bengali language is collected from different Bangla articles, novels, biography, etc.
2. Questions are generated based on the given passages.
3. Answers' text of the given passage and question.
4. The start index of the answer in the passage.
DOI: 10.6084/m9.figshare.25958374.v1
title: NeurIPS 2021 dataset

description: NeurIPS 2021 dataset used for benchmarking feature selection for integration in H5AD format. Files contain the full raw dataset, the processed batches used to create the reference and the processed batches used as a query.Note: These files have been saved with compression to reduce file size. Re-saving without compression will reduce reading times if needed.If used, please cite:<br>Lance C, Luecken MD, Burkhardt DB, Cannoodt R, Rautenstrauch P, Laddach A, et al. Multimodal single cell data integration challenge: Results and lessons learned. In: Kiela D, Ciccone M, Caputo B, editors. Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track. PMLR; 06--14 Dec 2022. p. 162–76. Available from: https://proceedings.mlr.press/v176/lance22a.html<br><br>AND<br>Luecken MD, Burkhardt DB, Cannoodt R, Lance C, Agrawal A, Aliee H, et al. A sandbox for prediction and integration of DNA, RNA, and proteins in single cells. Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2). 2022 [cited 2022 Nov 8]. Available from: https://openreview.net/pdf?id=gN35BGa1Rt
DOI: 10.6084/m9.figshare.4893353.v1
title: Neurosynth LDA topics (v4)

description: Topic keys and study loadings for all Neurosynth LDA topic sets found on the Neurosynth website as of July 2015.
DOI: 10.6084/m9.figshare.7470998.v1
title: Final Dataset.xlsx

description: Dataset for the project
DOI: 10.17632/p2kyhxx888
title: Price dispersion two sided platform

description: Dados disponíveis para pesquisas em marketing e economia.
DOI: 10.6084/m9.figshare.12116682.v1
title: Additional Tables

description: Additional Tables included in the Manuscript of this project
DOI: 10.6084/m9.figshare.1531937.v1
title: Airport Mobile Website and Apps Adoption

description: Includes the adoption of the airports websites and mobile Apps (iPhone and Android) as in year 2014. It includes another details of the mobile Apps (date of the first version, date of the last version, number of updates, size, etc.)
DOI: 10.6084/m9.figshare.11842767.v1
title: Zheng et al biomass enzyme tradeoff

description: These are the data files and R codes for this project.traits-data.csv is the data fileFigure_plotting.R is the R code for figure generationStatistic_and... is the R coder for the analysestree-data.nwk is the data for the phylogenetic tree for the fungal strains used
DOI: 10.6084/m9.figshare.24886164.v4
title: CO2 fluxes from global and 39 major basins' river networks

description: Annual dataset of totoal CO2 flux, mean CO2 gradient, mean gas exchange rate, and total river areas for global river networks and rivers at 39 major basins. In total, we have 40 .csv files.Four columns in each .csv file: (1) Total CO2 flux (Tg C/yr), (2) mean CO2 gradient (ppm), (3) mean gas exchange rage (m/d), and (4) total river areas (biliion m2).The MATLAB code is used to calculate the multilinear regression based on the annual dataset.The Python code is used to train, validate, and test the Random Forest machine learning model.<br>
DOI: 10.6084/m9.figshare.1533313.v2
title: Preprocessed ABIDE Dataset (UM and UCLA)

description: This dataset was curated by downloading the Harvard oxford time-series for UCLA and UM sites from the Preprocessed Connectomes Project. <br>Since the original ABIDE data was released under the CC-BY-NC-SA license. The same applies to this dataset as well. Figshare did not offer this option. http://fcon_1000.projects.nitrc.org/indi/abide/index.html
DOI: 10.6084/m9.figshare.26047738.v1
title: The data of "Contrasting responses of plant, soil fungal and above-ground arthropod communities to plant invasion across latitudes"

description: This is the basic data for our research on "Contrasting responses of plant, soil fungal and above-ground arthropod communities to plant invasion across"
DOI: 10.6084/m9.figshare.28067465.v2
title: Defining marine rewilding FINAL DATASET 2024 v2

description: This workbook contains data for an article in review in <i>Communications Earth and Environment</i> entitled "<b>Defining marine rewilding: guiding theory and practice in marine conservation</b>". The study is a systematic review of marine rewilding, informed by a stakeholder consultation exercise.
DOI: 10.6084/m9.figshare.9970568.v1
title: Mapped crater shapefile

description: Shapefile describing the diameter of all craters mapped in this study, on both SGLFs and their underlying VFFs. Projection system is 'SimpleCylindrical_Mars'
DOI: 10.6084/m9.figshare.11544111.v1
title: RORA rt-qpcr

description: SCAD and AMI rt-qpcr
DOI: 10.6084/m9.figshare.1328237.v3
title: Cobre Connectomesh

description: Cobre Connectomes in three different flavors: * as gzipped pickles (python) * as .mat files (matlab) * as .npy save files (npy) There is one file per connectome that contains the 2D connectome with subjects stacked in the 3rd dimension. The order of the subjects is the same as in the file subjects.txt You can take a look at the script that was used to generate these files here: http://nbviewer.ipython.org/github/SIMEXP/Projects/blob/master/Misc/make_connectome_notebook.ipynb
DOI: 10.6084/m9.figshare.21770450.v2
title: Peeters et al. (2022) - A comprehensive normative reference database of muscle morphology in typically developing children aged 3-18 years – a cross sectional ultrasound study

description: This cross-sectional dataset contains lower limb muscle morphology data of 118 typically developing children. This data was collected as part of the investigation by Peeters et al. (2022) - A comprehensive normative reference database of muscle morphology in typically developing children aged 3-18 years – a cross sectional ultrasound study
DOI: 10.6084/m9.figshare.26065228.v1
title: Tooth decay manuscript data on Instagram in Portuguese language

description: <pre>Estudo realizado na plataforma Instagram no idioma português com o objetivo analisar postagens relacionadas à cárie dentária para identificar a presença de informações falsas e os fatores associados à interação e engajamento.<br></pre>
DOI: 10.6084/m9.figshare.27284067.v1
title: GlobeDoc Rep. Figure 8.png

description: GlobeDoc 2017 wireframe overview.
DOI: 10.6084/m9.figshare.3515777.v1
title: Appendix B. Assessment of the relationships between species traits and environmental conditions for littoral fish communities using the fourth-corner method.

description: Assessment of the relationships between species traits and environmental conditions for littoral fish communities using the fourth-corner method.
DOI: 10.6084/m9.figshare.28828589.v1
title: Sample 2 for study of the Western Civilization

description: The study sought to evaluate the unitary character of the Western Civilization considering values and individualism.
DOI: 10.17632/vpf2psmghv
title: TRIQS: A toolbox for research on interacting quantum systems

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract We present the TRIQS library, a Toolbox for Research on Interacting Quantum Systems. It is an open-source, computational physics library providing a framework for the quick development of applications in the field of many-body quantum physics, and in particular, strongly-correlated electronic systems. It supplies components to develop codes in a modern, concise and efficient way: e.g. Green’s function containers, a generic Monte Carlo class, and simple interfaces to HDF5. TRIQS is a C++/Pytho... Title of program: TRIQS Catalogue Id: AEWR_v1_0 Nature of problem Need for a modern programming framework to quickly write simple, efficient and higher-level code applicable to the studies of strongly-correlated electron systems. Versions of this program held in the CPC repository in Mendeley Data AEWR_v1_0; TRIQS; 10.1016/j.cpc.2015.04.023
DOI: 10.6084/m9.figshare.12845711.v5
title: Bilateral international migration flow estimates by sex

description: Estimates of bilateral international migration flows by sex between 1990-1995 and 2015-2020 based on methods presented in Abel & Cohen (2022). <br>Part of a collection of files related to bilateral international migration flow estimates by sex. See the Figshare collection for additional files, including bilateral estimates by sex and type of migration (outward, return, and transit).<br>You might also be interested in files for total bilateral international migration flow estimates, provided in another Figshare collection.<br>DownloadUse the download button above for the CSV file or run the code below to bring the data into R directly:<code>library(readr)<br>f &lt;- read_csv("https://figshare.com/ndownloader/files/53235860")</code><br>Version DetailsEstimates of international migration flows by sex from Abel & Cohen (2022) based on the most recent published UN DESA International Migrant Stock (IMS2024) and World Population Prospects (WPP2022) data inputs. Refer to Version 1 (link above) for the estimates presented in the paper, which are based on WPP2019 and IMS2020.A description of the changes between each version of the estimates (of total flows, not by sex) can be found here.<br>Data DetailsRow for each migration corridor - period - sex combination (228 origins x 228 destinations x 4 periods x 2 sexes + 230 origins x 230 destinations x 2 periods x 2 sexes = 627,472).Four columns for each of the data dimensions: <code>year0</code> First year of five-year period <code>sex</code> Sex of persons <code>orig</code> Origin ISO three letter country code <code>dest</code>                         Destination ISO three letter country See the county list file for country names corresponding to the ISO three-letter country codes.Six columns of estimated flows from six different flow-from-stock estimation methods: <code>sd_drop_neg</code> Stock differencing, drop negative values <code>sd_rev_neg</code> Stock differencing, reverse negative values to counterflow <code>mig_rate</code> Migration rates method <code>da_min_open</code> Demographic accounting, minimize migrant transitions (maximize stayers) - open accounting system <code>da_min_closed</code>                                           Demographic accounting, minimize migrant transitions (maximize stayers) - closed accounting system <code>da_pb_closed</code> Demographic accounting, pseudo-Bayesian average of migrant transitions and stayers - closed accounting system Refer to the published paper for detailed information on each method and usage notes.<br>
DOI: 10.6084/m9.figshare.17022026.v1
title: Little time left. Microrefuges may fail in mitigating the effects of climate change on epiphytic lichens.

description: Datasets used in the publication Di Nuzzo, L., Benesperi, R., Nascimbene, J., Papini, A., Malaspina, P., Incerti, G., & Giordani, P. (2022). Little time left. Microrefuges may fail in mitigating the effects of climate change on epiphytic lichens. <em>Science of the Total Environment</em>, <em>825</em>, 153943. <br> "Predictors_rcpxx_" contains the predictors used to predict lichen abundances for each climate change scenario. "Predictors_current" contains the current conditions used in the models. "Lichens_abundances" contains the abundance of each species for each quadrat in each tree
DOI: 10.6084/m9.figshare.6340328.v1
title: ELE - Nadal et al 2018 - Dataset.xlsx

description: Data used in the study titled <i>"Possible link between photosynthesis and leaf modulus of elasticity among vascular plants: a new player in leaf traits relationships?" </i>(Nadal et al. 2018 - Ecology Letters). First two sheets display gas exchange and pressure-volume curves-derived parameters (water relations) from previously published studies. The third sheet displays the same parameters (adding others regarding bulk leaf structure and photosynthesis limitations) in the same set of measured plants (grown outdoors at the experimental field of Universitat de les Illes Balears, Spain).
DOI: 10.6084/m9.figshare.9741275.v1
title: Design Aesthetic Database

description: The Design Aesthetic Database includes two types of datasets: <b>1. Handcrafted features datasets:</b> Electronic Home Applicants Design Award-handcrafted features.csv Electric Tools Design Award-handcrafted features.csv Electronic Home Applicants Design Award-handcrafted features.csv and Electric Tools Design Award-handcrafted features.csv are the datasets of handcrafted features extracted from the design layout images. Local Binary Pattern (64 dimensions), Color Histogram (256 dimensions), and Hue Saturation Value (256 dimensions) features were extracted to form the datasets. A total of 576 dimensions of image features were extracted to form each dataset. <b>2. Features extracted by RESNET-50:</b> Electronic Home Applicants Design Award-RESNET.csv Electric Tools Design Award-RESNET.csv Electronic Home Applicants Design Award-RESNET.csv and Electric Tools Design Award-RESNET.csv are the datasets of features extracted by RESNET-50. A total of 25,088 dimensions of image features were extracted to form each dataset. <b>Design Aesthetic Database</b> can be found via: https://pan.baidu.com/s/1ufUBcnDV-z65blvAe-6CDg
DOI: 10.25415/ujhb.28788089.v1
title: COVID 19 and Household Debt

description: The examine the impact of COVID 19 on household indebtedness
DOI: 10.6084/m9.figshare.25884448.v1
title: Ficha Técnica - Codiseño de Programas Analíticos en Educación Primaria

description: Ficha técnica de la Estrategia Nacional de Formación Continua 2024, para un taller de 20 horas.
DOI: 10.17632/z66tgkz4ky
title: Research on the Willingness of Chatbot Users in Chinese Academic Libraries: An Empirical Investigation Based on the AIDUA Model

description: In this study, users of intelligent chatbots in libraries were investigated and distributed through social media. Before the formal investigation, a pre-survey is conducted for some users to measure whether the questionnaire is easy to understand and the content is reasonable. The questionnaire is modified according to the pre-survey results and a formal questionnaire is obtained. The questionnaires were collected from September 9 to October 27, 2023. After excluding invalid questionnaires, a total of 377 valid questionnaires were collected, which is more than 10 times of the observed variables and meets the sample size requirement. In the distribution of demographic characteristics of the interviewees, the number of females was slightly higher than that of males in terms of gender distribution, but there was little difference in the overall distribution. In terms of age distribution, the number of people aged 18-25 years is the largest. In terms of education level distribution, undergraduates account for majority followed by junior college students. Regarding occupation distribution, students constitute majority followed by employees from enterprises and companies.
DOI: 10.6084/m9.figshare.11897220.v1
title: Experiment 3: Data from False holes as camouflage

description: Raw data from Costello et al. Experiment 3
DOI: 10.6084/m9.figshare.21707606.v1
title: China Urban Statistical Annual report.zip

description: Data on China's urban development indicators from 2005 to 2020e maps from 2005 to 2020
DOI: 10.6084/m9.figshare.28263791.v1
title: De novo transcriptome assembly and annotation of the Antarctic hair grass <i>Deschampsia antarctica</i>

description: Antarctic hair grass (<i>Deschampsia antarctica</i>), one of only two native flowering plants in Antarctica, exhibits remarkable cold tolerance. To elucidate the molecular mechanisms underlying this exceptional resistance of <i>D. antarctica</i> to low temperatures, we constructed the de novo transcriptome reference using sequencing data from RNA samples during cold acclimation and subsequent deacclimation. Total RNA was isolated from leaves of <i>D. antarctica</i> using the RNeasy Plant Mini Kit (Qiagen, Valencia, CA, USA). A total of 3 μg RNA (1000 ng/μL) from each sample was used to construct libraries with the TruSeq mRNA Library Kit (Illumina, San Diego, CA, USA). Sequencing was performed on a HiSeq 2000 system (PE, 2 × 101) (Illumina). Raw reads have been deposited and linked to NCBI BioProject PRJNA1098583. For pre-processing of raw data, Trimmomatic v0.3.9 was used to remove low-quality reads and adaptor sequences from the raw data. An additional decontamination process was performed using the BBduk v38.87 with viral, rRNA, human and bacteria RefSeq databases. For de novo assembly, rnaSPAdes v3.15.0 was used with the `--hard_filtered_transcripts` option to generate hard-filtered transcripts. The resulting dataset was then clustered using CD-HIT-EST v4.8.1 with 90% identity and a length cutoff of &gt; 300 bp. For selecting expressed genes through NGS mapping, we set thresholds of TPM ≥ 0.2 and mapping counts &gt; 0. To assess the completeness of our transcriptome assembly, we conducted a BUSCO v5.0 analysis using the embryophyte_odb10 database. To infer the functions of the generated unigene set, similarity analysis was performed using the DIAMOND program, which executed BLASTX analysis on the nucleotide sequences of the unigenes against the NCBI non-redundant, Araport11 and Oryza sativa (Os_IRGSP_1.0_pep_all) protein databases with an e-value cutoff of 1e-5. Protein domain analysis was conducted using InterProScan to investigate conserved domains with protein sequences. KEGG pathway analysis was carried out using the KAAS web-tool, with unigene sequences as input and employing the SBH method.
DOI: 10.6084/m9.figshare.28566884.v2
title: Genome skimming, morphometrics, and ecology elucidates a shell morphology spectrum in freshwater mussels (Unionidae: <i>Fusconaia</i>)

description: All specimen metadata, UCE probe sequences, DNA alignments, measurements used in morphometric analyses, and hydrological estimates for Franzen, 2025.
DOI: 10.6084/m9.figshare.7813868.v1
title: Source Data Figure 1 .xlsx

description: <b>e</b>, Cell viability of human osteoarthritis (OA) chondrocytes assessed using the alamar blue assay at 1 d, 3 d, 5 d, and 7 d after BNTA treatment (n = 14 for each group; 1 d, nonparametric test; 3 d, 5 d, and 7 d, one-way ANOVA). <b>f</b>, Quantification of mRNA levels for collagen type II alpha 1 chain (<i>COL2A1</i>), aggrecan<i> </i>(<i>ACAN</i>), proteoglycan 4 (<i>PRG4</i>), and SRY-box 9 (<i>SOX9</i>) in human OA chondrocytes treated with BNTA for 6 h. Fold changes relative to vehicle control are shown (n = 6 for each group; <i>COL2A1</i>, <i>ACAN</i>, <i>SOX9</i>, one-way ANOVA; <i>PRG4</i>, nonparametric test; three independent experiments). <b>g</b>, The mRNA levels of <i>Col2a1</i>, <i>Acan</i>, <i>Prg4</i>, and <i>Sox9</i> in interleukin 1 beta ( IL1β, 10 ng ml<sup>-1</sup>)-induced rat OA chondrocytes treated with BNTA for 6 h (n = 6 for each group; <i>Col2a1</i>, one-way ANOVA; <i>Acan</i>, <i>Prg4</i>, and <i>Sox9</i>, nonparametric test; three independent experiments).<b> h,</b> The proteins levels of SOX9 and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) in human OA chondrocytes treated with vehicle or BNTA (0.1 μM) for 2d. <b>i,</b> The proteins levels of COL2A1, SOX9, and GAPDH were detected using western blotting assay in IL1β (10 ng ml<sup>-1</sup>)-induced rat OA chondrocytes treated with or without BNTA (0.1 μM) for 2d. All data are shown as the mean ± standard deviation (s. d.). *<i>P</i> &lt; 0.05, **<i>P</i> &lt; 0.01, ***<i>P</i> &lt; 0.001.
DOI: 10.17632/v9hr3ggzn6
title: A program to compute variationally optimized effective atomic potentials

description: Abstract A computer program to generate numerical effective local potentials for the electrons in atoms or ions is described. These potentials are variationally optimized; that is, the single-particle orbitals derived from them give the minimum value of the Hartree-Fock energy that can be obtained from a local central potential. The resulting potentials should be useful to generate realistic basis states for further atomic calculations. It can be shown [R.T. Sharp and G.K. Horton, Phys. Rev. 90 (1955)... Title of program: ATOMOPM Catalogue Id: ABHT_v1_0 Nature of problem The electrons in an atom can be regarded in an approximate way to be moving in a local potential that is determined by the nuclear charge and an average potential produced by all the electrons. This program calculates numerically the effective potential seen by the electrons in the atom using the variational principle. The resulting wave function is the best independent-particle wave function that can be constructed from a local, central potential, in the variational sense. Orbitals constructed ... Versions of this program held in the CPC repository in Mendeley Data ABHT_v1_0; ATOMOPM; 10.1016/0010-4655(89)90034-9 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.10075421.v2
title: Global gaps in terrestrial vertebrate trait data

description: These datasets contain the trait data used in "Global gaps in trait data for terrestrial vertebrates", as well as the "Synonym" dataset we used for taxonomic matching.<br>Please note that we provide two versions of the trait data:- one where we applied taxonomic corrections as described in the manuscript;- one where we matched trait data sources without applying any taxonomic corrections.<br>We provide datasets without taxonomic corrections so that users may apply their own taxonomic corrections using the taxonomic backbones they deem appropriate.<br><br>
DOI: 10.6084/m9.figshare.24038871.v1
title: Chromosomal-scale genome assembly and annotation of the land slug (<i>Meghimatium bilineatum</i>)

description: Those genome data will be an important resource for understanding the ecological adaptation and potential medicinal molecular basis of <i>Meghimatium bilineatum</i>. They also provide valuable information for studying the evolutionary history of terrestrial gastropod mollusks.
DOI: 10.6084/m9.figshare.5104528.v1
title: Supplementary Material for: Reporting Data on Homeopathic Treatments (RedHot): A Supplement to CONSORT*

description: When homeopathy is tested in clinical trials, understanding and appraisal are likely to be improved if published reports contain details of prescribing strategies and treatments. An international Delphi panel was convened to develop consensus guidelines for reporting homeopathic methods and treatments. The panel agreed 28 treatment- and provider-specific items that supplement the CONSORT (Consolidated Standards of Reporting Trials) Statement items 2, 3, 4 and 19. The authors recommend these for adoption by authors and journals when reporting trials of homeopathy.
DOI: 10.17632/3djyh62cz8
title: Absorptive Capacity and Knowledge Appropriation

description: This data set consists of 3,412 AC papers and 368 KA papers. The data was downloaded from the Web of Science (WOS) and Scopus databases and then normalized using the Knime software. The data for each paper includes the title, source title, abstract, and author keywords.
DOI: 10.6084/m9.figshare.7058543.v1
title: A pathogen in plain sight: disease-causing genotypes of the commensal skin bacterium Staphylococcus epidermidis

description: Assembled microbial genomes associated with the paper published in Nature Communications (doi:xxx). <br><br>