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Academic Data and Datasets
by Antonis Michalas
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Text files of different size and structure. More precisely, we selected random data from the Gutenberg dataset. This artefact contains five different datasets with random text files (i.e. e-books in .txt format) from the Gutenberg database. The datasets that we selected ranged from text files with a total size of 184MB to a set of text files with a total size of 1.7GB. More precisely, the following datasets can be found in this package: 1. 184MB 2. 357MB 3. 670MB 4. 1GB 5. 1.7GB In our case, we...
Source: https://zenodo.org/record/3360392
The data and programs replicate tables and figures from "Human Capital and Development Accounting: New Evidence from Wage Gains at Migration", by Hendricks and Schoellman. Please see the Readme file for additional details. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/IPIBQP&version=1.1
Academic Data and Datasets
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This is a gzipped CSV file containing the 13 million Duolingo student learning traces used in experiments by Settles & Meeder (2016). For more details and replication source code, visit: https://github.com/duolingo/halflife-regression This work is released under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/N8XJME&version=1.0
Datasets used for the experiments in Section 5 of the paper "Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee" (E. Frandi, R. Nanculef, S. Lodi, C. Sartori, J. A. K. Suykens) CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QJEUKR&version=1.1
Replication Data for: "Nonparametric Welfare and Demand Analysis with Unobserved Individual Heterogeneity" CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/SDUGGM&version=1.2
Academic Data and Datasets
by Ginsburg, Adam
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APEX map observations of the W51 Main/IRS2 region in the 217-221 GHz band and the 289-293 GHz band as part of project E-098.C-0421A-2016 CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/RYEANM&version=1.0
Academic Data and Datasets
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The dataset contains genotype (tped and tfam files) and phenotype data GWAS analyses on canine hip dysplasia. See README file for more information.
Source: https://figshare.com/articles/dataset/Genetic_dissection_of_canine_hip_dysplasia_phenotypes_and_osteoarthritis_reveals_three_novel_loci/10096595/1
Academic Data and Datasets
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Filtered genotype calls from high coverage sequencing data of Alca Tarma (LOP-868), IVP101, PL4, and three selected dihaploids
Source: https://figshare.com/articles/dataset/Dataset_S3_tsv_Genomic_outcomes_of_haploid_induction_crosses_in_potato/10052357/1
Academic Data and Datasets
by Theodoros Karampaglidis; Alfonso Benito-Calvo; Alfredo Pérez-González
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The Lozoya river catchment is located in the NE part of the Spanish Central System intracratonic orogen (Community of Madrid, Spain). A detailed geomorphological map of this area was designed at 1:50,000 scale, in order to analyze surface processes and Late Cenozoic landscape evolution. The map covers 925 km 2 and it was produced within a geographic information system (GIS) using several spatial datasets including a 5 m resolution digital elevation model (DEM), aerial photographs, digital...
Source: https://tandf.figshare.com/articles/journal_contribution/Geomorphology_of_the_Lozoya_river_drainage_basin_area_Community_of_Madrid_Spanish_Central_System_/1051754/1
The isotopic composition of water vapour provides integrated perspectives on the hydrological histories of air masses and has been widely used for tracing physical processes in hydrological and climatic studies. Over the last two decades, the infrared laser spectroscopy technique has been used to measure the isotopic composition of water vapour near the Earth’s surface. Here, we have assembled a global database of high temporal resolution stable water vapour isotope ratios (𝛿18O and 𝛿D)...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/UTE3QI&version=5.0
The data and programs replicate tables and figures from "From Hyperinflation to Stable Prices: Argentina's Evidence on Menu Cost Models", by Alvarez, Beraja, Gonzalez-Rozada, and Neumeyer. Please see the Readme file for additional details. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/C8ZOAS&version=2.2
Academic Data and Datasets
by Raymond Haggerty
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Contains all the input and output files used to generate figure 4 IN_[stress].mat are the input files for each stress (glucose, H2O2, KCl) OUT_[stress].mat are the output files run through MISC corresponding to each of the input files.
Source: https://figshare.com/articles/dataset/Figure_4_Reproduction_Files/11383662/1
These include the relevant files needed for replicating George A. Krause and Matthew Zarit's "The Retraction of Policy Benefits Across U.S. Federal Agencies: Programmatic Cutbacks and Executive Control of U.S. Federal Grant Retrenchments." Forthcoming, Public Administration Review. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/AIICA1&version=1.0
Academic Data and Datasets
by Broad DepMap
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This dataset contains the results of Avana library CRISPR-Cas9 genome-scale knockout (prefixed with Achilles) as well as mutation, copy number and gene expression data (prefixed with CCLE) for cancer cell lines as part of the Broad Institute’s Cancer Dependency Map project. We have repackaged our fileset to include all quarterly-updating datasets produced by DepMap. The Avana CRISPR-Cas9 genome-scale knockout data has expanded to include 739 cell lines, the RNAseq data includes 1270 cell...
Source: https://figshare.com/articles/dataset/DepMap_20Q1_Public/11791698/2
Academic Data and Datasets
by John Hildyard
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This file contains supplementary figures 1-5 from the extended data of the manuscript Single-transcript multiplex in situ hybridisation reveals unique patterns of dystrophin isoform expression in the developing mammalian embryo John C.W. Hildyard, Abbe H. Crawford, Faye Rawson, Dominique O. Riddell, Rachel C.M. Harron, Richard J. Piercy
Source: https://figshare.com/articles/dataset/Dystrophin_multiplex_ISH_Extended_data/12040746/1
These are solar wind in situ data arrays in python pickle format suitable for machine learning, i.e. the arrays consist only of numbers, no strings and no datetime objects. See AAREADME_insitu_ML.txt for more explanation. If you use these data for peer reviewed scientific publications, please get in touch concerning usage and possible co-authorship by the authors (C. Möstl, A. J. Weiss, R. L. Bailey, A. Isavnin): christian.moestl@oeaw.ac.at or twitter @chrisoutofspace Made with...
Source: https://figshare.com/articles/dataset/Solar_wind_in_situ_data_suitable_for_machine_learning_python_numpy_arrays_STEREO-A_B_Wind_Parker_Solar_Probe_Ulysses_Venus_Express_MESSENGER/12058065/2
Academic Data and Datasets
by Kresten Lindorff-Larsen
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Trajectories dataTrajectories of WW domain
Source: https://figshare.com/articles/dataset/GTT-1-protein-120_dcd/12162789/1
Academic Data and Datasets
by Kresten Lindorff-Larsen
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Trajectories of ww domainTrajectories dataTrajectories of WW domain
Source: https://figshare.com/articles/dataset/GTT-1-protein-155_dcdWW_domain_trajectories/12162894/2
Academic Data and Datasets
by Hao Luo
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Annotation of alternative splicing events in GENCODE
Source: https://figshare.com/articles/dataset/GENCODE/12524393/7
Academic Data and Datasets
by Raymond Haggerty
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Contains all the input and output files used to generate figure 4 Revision_IN_[motif].mat are the input files for each biologically relevant motif. OUT_[motif].mat are the output files run through MISC corresponding to each of the input files.
Source: https://figshare.com/articles/dataset/Figure_4_Reproduction_Files/12648905/1
Academic Data and Datasets
by Tim Fischer
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All recordings and source files for the measurements with this participant. For details, please see the "Methods" section of the publication "Multichannel acoustic source and image dataset for the cocktail party effect in hearing aid and implant users".
Source: https://figshare.com/articles/dataset/Human_Subjects_Audio_ID_09_zip/12771479/1
Academic Data and Datasets
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Model weights / tensorflow checkpoints for Max F. Burg et al. (2021): Learning Divisive Normalization in Primary Visual Cortex CC0 Waiver
Source: https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/0JCXYO&version=2.0
Academic Data and Datasets
by emmanuel levy; Benjamin Dubreuil
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Supplementary Dataset from the work "Rules of amino acid composition by which disordered regions adjust to high expression". This table contains amino-acid level information of human proteins.
Source: https://figshare.com/articles/dataset/Dataset_2_2_Human_amino-acids_raw_data/8058854/1
Academic Data and Datasets
by tw70455@gmail.com tw70455@gmail.com
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For the paper 'Spontaneous thought-related network connectivity predicts sertraline effect on major depressive disorder'
Source: https://figshare.com/articles/dataset/sertraline_effect_on_major_depressive_disorder/8135552/1
Academic Data and Datasets
by Katarina Kleinova
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The CT data of Zootoca vivipara NHMW 32438-1 from Čerňanský and Syromyatnikova Plos One. It can by open by winrar and volume graphics.
Source: https://figshare.com/articles/dataset/Cernansky_and_Syromyatnikova_Zootoca_vivipara_NHMW_32438-1/8396822/1
Academic Data and Datasets
by Hilary G. Morrison
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40 M paired end reads were constructed from 25 reference microbial genomes (including associated plasmids). The reads were either left as paired ends or merged to form longer, continuous reads. The full datasets (either paired or merged) were digitally normalized. They are provided for the purpose of benchmarking assemblers, testing annotation procedures, etc. See table for details on full dataset.
Source: https://figshare.com/articles/dataset/Mock_Metagenomic_Dataset_Read_1/832453/1
After indicated experimental manipulations (Fig. 3), zebrafish novel tank behavior was manually observed and video-tracked using EthoVision XT7 program. Raw track and behavioral endpoints were processed, formatted, and visualized in a 3D scatter plot using RapidMiner 5.0 software; traditional computer-generated two-dimensional (2D) swim path traces were placed at t = 0.0 s (top left part of each panel) for reference. Representative 3D reconstructions were selected by comparing swim paths of all...
Source: https://figshare.com/articles/dataset/Three-dimensional_3D_temporal_and_spatial_reconstructions_of_adult_zebrafish_swim_paths_rapidly_expose_overall_affective_phenotype_/92090/1
Academic Data and Datasets
by Michael Lee
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angus 2019 genomes from metagenomes
Source: https://figshare.com/articles/dataset/angus_2019_genomes_from_metagenomes/8863388/1
Academic Data and Datasets
by Hyung Rae Cho; Saehoon Kim
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This file contains the EEG raw data of 14 participants in the laboratory experiment and of 89 participants in the fieldwork in Nangok-dong. As stated in the manuscript, this EEG dataset was analysed to investigated valence values that show positive/negative emotions. This data was analysed by MATLAB and EEGLAB. The EEG raw data of 10 participants in the fieldwork were removed in the final analysis due to the issue of poor connection between laptop and EEG device.
Source: https://figshare.com/articles/dataset/EEG_raw_data_zip/9958946/1
Academic Data and Datasets
by Bolivar Samuel Sosa Madrid; agustin blasco; noelia ibañez escriche
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Genomic Data from divergently selected lines for intramuscular fat in rabbits. This database was used for the analyses of the article titled: "Genomic regions influencing intramuscular fat in divergently selected rabbit lines." Animal Genetics - Journal, accepted in 2019.
Source: https://figshare.com/articles/dataset/Genomic_Data_from_divergently_selected_lines_for_intramuscular_fat_in_rabbits/9934058/2
Academic Data and Datasets
by Matt Giesler; SXS Collaboration
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Simulation of a black-hole binary system evolved by the SpEC code .
Source: https://zenodo.org/record/2639767
Academic Data and Datasets
by OPEGIEKA
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Data from Sentinel-1 SLC product was used to determine the extent of the urbanised area. Such a solution is necessary in the case of rapidly developing cities, as in the case of the capital of India - New Dehli. Links to the presentation: http://fabspace.pl/wp-content/uploads/2017/11/Urban-area-on-S-1.pdf  
Source: https://zenodo.org/record/2582988
Academic Data and Datasets
by Salamon, Justin; Bittner, Rachel; Bonada, Jordi; Bosch, Juan Jose; Gómez, Emilia; Bello, Juan Pablo
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MDB-mf0-synth ============= MDB-mf0-synth (c) by Justin Salamon, Rachel Bittner, Jordi Bonada, Juan Jose Bosch, Emilia Gómez and Juan Pablo Bello. MDB-mf0-synth is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).  You should have received a copy of the license along with this work. If not, see http://creativecommons.org/licenses/by-nc/4.0/ Created By ---------- Justin Salamon*, Rachel Bittner*, Jordi Bonada^, Juan Jose Bosch^, Emilia...
Source: https://zenodo.org/record/1481170
Academic Data and Datasets
by SXS Collaboration
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Simulation of a black-hole binary system evolved by the SpEC code .
Source: https://zenodo.org/record/3275525
Academic Data and Datasets
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KG-COVID-19 graph in KGX TSV format, built on Sep 1, 2020, with no CORD-19 data
Source: https://zenodo.org/record/4012578
Academic Data and Datasets
by Spencer, Alan R.T.; Garwood, Russell J.; Rees, Andrew R.; Raine, Robert J.; Rothwell, Gar W.; Hollingworth, Neville T. J.; Hilton, Jason
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Dataset S4. SRXMT 8-bit BMP tomographic dataset of BU5265.2. The dataset consists of 1200 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 10.6 GB]
Source: https://zenodo.org/record/824047
Academic Data and Datasets
by Daniel Leventhal; Alexandra Bova
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Rat 0229, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
Source: https://figshare.com/articles/dataset/R0229_20181102a_videos/13010276/1
Academic Data and Datasets
by Daniel Leventhal; Alexandra Bova
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Rat 0197, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
Source: https://figshare.com/articles/dataset/R0197_20171205a_videos/12947543/1
Academic Data and Datasets
by Xie
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详情见note.txt
Source: https://figshare.com/articles/dataset/IJGIS_DATA/13078061/1
Academic Data and Datasets
by Daniel Leventhal; Alexandra Bova
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Rat 0198, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
Source: https://figshare.com/articles/dataset/R0198_20171205a_videos/13174448/1
Academic Data and Datasets
by Daniel Leventhal; Alexandra Bova
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Rat 0309, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
Source: https://figshare.com/articles/dataset/R0309_20191119a_videos/13110581/1
Academic Data and Datasets
by Darcy Jones
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All supplementary material and full resolution figures for the Predector pipeline manuscript. Figure 1: UpSet plot showing predictions of signal peptides, transmembrane domains, and effector-like properties for all known effectors in the training dataset (N=125). Rows indicate sets of proteins predicted to have a property related to effector prediction (e.g. a signal peptide), with the horizontal bar chart indicating set size. Columns indicate where the horizontal sets intersect with each...
Source: https://figshare.com/articles/dataset/Predector_-_supplementary_material/13325213/1
Academic Data and Datasets
by Simon Rasmussen
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Near Complete bacterial genomes produced by VAMB from the Almeida et al., (Nature, 2019) benchmark dataset (1,000 human gut microbiome samples). This is part 5 of 5
Source: https://figshare.com/articles/dataset/Near_Complete_Bins_Almeida_dataset_part_E/13221743/1
Academic Data and Datasets
by Joel Sharbrough; Justin L. Conover; Corrinne Grover; Matheus Fernandes Gyorfy; Emma R. Miller; Jonathan F. Wendel; Daniel Sloan
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Whole-genome duplications (WGDs), in which the number of nuclear genome copies is elevated as a result of autopolyploidy or allopolyploidy, are a prominent process of diversification in eukaryotes. The genetic and evolutionary forces that WGD imposes upon cytoplasmic genomes are not well understood, despite the central role that cytonuclear interactions play in eukaryotic function and fitness. Cellular respiration and photosynthesis depend upon successful interaction between the 3000+...
Source: https://figshare.com/articles/dataset/Global_patterns_of_subgenome_evolution_in_organelle-targeted_genes_of_six_allotetraploid_angiosperms/13473207/1
Academic Data and Datasets
by Vitalij Novickij; Irute Girkontaite
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Raw data from experiments
Source: https://figshare.com/articles/dataset/Raw_dataset/13507140/1
Academic Data and Datasets
by Joan Pulupa
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The p:s ratios of Nup54-mEGFP 494 fusion proteins with a flexible linker do not shift upon amino acid additions.
Source: https://figshare.com/articles/dataset/Figure1G_Nup54-mEGFP494_flex0_/13333757/1
Academic Data and Datasets
by E Yagmur Erten
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- main_code.zip contains the MATLAB code used in this study, also found in https://github.com/yagmurerten/Canstraint - canstraint_analytics.nb and canstraint_analytics_SI.nb are the Mathematica notebooks used for the analyses in the main text and supplementary information, respectively. - popcheck.m is an additional script that was used to extract data from final .mat files (generates analysis_scripts/supp_data/supp_mature_popsize.txt). - derived_data.zip contains the .rds files derived from...
Source: https://figshare.com/articles/dataset/ErtenKokko2021_canstraint/13537295/1
Academic Data and Datasets
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Wiki-Reliability: Machine Learning datasets for measuring content reliability on Wikipedia Consists of metadata features and content text datasets, with the format {template_name}_features.csv and {template_name}_txt.csv.gz respectively. For more details on the project and links to data reading and benchmarking: https://meta.wikimedia.org/wiki/Research:Wiki-Reliability:_A_Large_Scale_Dataset_for_Content_Reliability_on_Wikipedia
Source: https://figshare.com/articles/dataset/Wiki-Reliability_A_Large_Scale_Dataset_for_Content_Reliability_on_Wikipedia/14113799/1
Academic Data and Datasets
by Qian Hong
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Neutrons at the CUP with 30cm collimator diameter. Position Y (150million protons)
Source: https://figshare.com/articles/dataset/nCUP30Y/1508528/1
Academic Data and Datasets
by Tim Sherratt
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This is a collection of faces extracted from digitised newspapers available through http://trove.nla.gov.au. Photographs were harvested from the newspapers using the Trove API. OpenCV2 was used to extract faces from the photographs. The filenames of the faces include important contextual information. for example: 18950209-460-139706071-1.jpg This filename contains four fields separated by hyphens. 18950209 – date the original newspaper article was published. In this case 1895–02–09 in ISO...
Source: https://figshare.com/articles/dataset/Faces_extracted_from_Trove_newspaper_photographs/1439432/1
Academic Data and Datasets
by Aria Hahn
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This sample is part of the GutCyc Collection ( www.gutcyc.org ), a compendium of environmental pathway / genome databases. GutCyc was constructed from 418 human microbiome assemblies using the open-source MetaPathways pipeline, that enables reproducible metagenomic annotation.
Source: https://figshare.com/articles/dataset/DLF014_zip/3476849/1
Academic Data and Datasets
by Martin Bencsik
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Honeybee accelerometer data
Source: https://figshare.com/articles/dataset/folder_10/4758511/1
Academic Data and Datasets
by Chuan Li; Zhuofan Zhao; Yongming Liu; Bing Liang; Shuxian Guan; Hai Lan; Jing Wang; Yanli Lu; Moju Cao
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File 1 of RNA-seq raw data of N48-2 biological replicate 3 spikelets at mononuclear stage. Paired-end sequencing strategy was applied on the Illumina HiSeq 4000 sequencing platform.
Source: https://figshare.com/articles/dataset/RNA-seq_raw_data_of_MS-N_3_1/4906994/1
Academic Data and Datasets
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Dodders ( Cuscuta spp., Convolvulaceae) are root- and leafless parasitic plants that parasitize a wide range of hosts. C. australis genome harbors only 19671 protein-coding genes, and 11.7% of the conserved orthologs in autotrophic plants are lost in C. australis . Many of these gene loss events likely result from its parasitic lifestyle and large body plan changes. This dataset is the phylogenetic analysis data for gene losses detection and gene alignments used for selection analysis.
Source: https://figshare.com/articles/dataset/Extend_Data_for_cuscuta_australis_genome_analysis/6072131/1
Academic Data and Datasets
by Xiaolu Yu
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sequencing data of microRNA released from mPFC in normal mice.
Source: https://figshare.com/articles/dataset/sequencing_data_NPFC_/5808885/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for NA18951. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_NA18951/7892684/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for HG03095. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_HG03095/7890959/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for HG01682. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_HG01682/7897922/1
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=fnw3aj0tG-U strain : N2 timestamp : 2012-04-03T12:13:56+01:00 gene : -N/A- chromosome : -N/A- allele : -N/A- strain_description : Schafer Lab N2 (Bristol, UK) sex : hermaphrodite stage : adult ventral_side : anticlockwise media : NGM agar low peptone arena : style : petri size : 35...
Source: https://zenodo.org/record/1011287
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=BDXGxnoR11M strain : RB1226 timestamp : 2010-02-24T12:04:14+00:00 gene : acr-18 chromosome : V allele : ok1285 strain_description : acr-18(ok1285)V sex : hermaphrodite stage : adult ventral_side : clockwise media : NGM agar low peptone arena : style : petri size : 35 orientation : away...
Source: https://zenodo.org/record/1014737
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=oeHe7uJNoJQ strain : CB402 timestamp : 2011-11-04T10:10:54+00:00 gene : unc-55 chromosome : I allele : e402 strain_description : unc-55(e402)I sex : hermaphrodite stage : adult ventral_side : anticlockwise media : NGM agar low peptone arena : style : petri size : 35 orientation : away...
Source: https://zenodo.org/record/1022984
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=nC7ZCfRX77s strain : VC1340 timestamp : 2011-09-15T11:39:00+01:00 gene : C52B9.11 chromosome : X allele : gk596 strain_description : C52B9.11(gk596)X sex : hermaphrodite stage : adult ventral_side : anticlockwise media : NGM agar low peptone arena : style : petri size : 35 orientation...
Source: https://zenodo.org/record/1022173
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=IsOlHPX3E-Q strain : AQ908 timestamp : 2010-11-11T11:05:00+00:00 gene : mec-4 chromosome : X allele : u253 strain_description : mec-4(u253)X; bzIs17[pmec-4::YC2.12; lin-15(+)] sex : hermaphrodite stage : adult ventral_side : clockwise media : NGM agar low peptone arena : style : petri...
Source: https://zenodo.org/record/1015920
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=wRa_0BMNsfE strain : RB1316 timestamp : 2010-06-15T12:08:36+01:00 gene : unc-105 chromosome : II allele : ok1432 strain_description : unc-105(ok1432)II sex : hermaphrodite stage : adult ventral_side : anticlockwise media : NGM agar low peptone arena : style : petri size : 35...
Source: https://zenodo.org/record/1027630
C.elegans behavioural database
by Javer, Avelino; Currie, Michael; Hokanson, Jim; Lee, Chee Wai; Li, Kezhi; Yemini, Eviatar; Grundy, Laura J; Li, Chris; Ch'ng, Quee-Lim; Schafer, William R; Kerr, Rex; Brown, André EX
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=w5EpBg8pYsU strain : N2 timestamp : 2010-07-13T10:04:15+01:00 gene : -N/A- chromosome : -N/A- allele : -N/A- strain_description : Schafer Lab N2 (Bristol, UK) sex : hermaphrodite stage : adult ventral_side : clockwise media : NGM agar low peptone arena : style : petri size : 35...
Source: https://zenodo.org/record/1029473
C.elegans behavioural database
by Martineau, Celine N.; Nollen, Ellen A. A.
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This experiment is part of the  C.elegans behavioural database . For more information and the complete collection of experiments visit http://movement.openworm.org preview link : https://www.youtube.com/watch?v=_4xGXdIUSgs strain : CB1112 timestamp : 2014-04-27T15:28:17+02:00 strain_description : cat-2(e1112)II sex : hermaphrodite stage : adult ventral_side : anticlockwise media : NGM agar low peptone arena : style : petri size : 35 orientation : away food : OP50 who : Celine N. Martineau,...
Source: https://zenodo.org/record/1189908
Academic Data and Datasets
by Honorata Kraskiewicz; Maria Paprocka; Aleksandra Bielawska-Pohl; Agnieszka Krawczenko; Kinga Panek; Judyta Kaczyńska; Agnieszka Szyposzyńska; Mateusz Psurski; Piotr Kuropka; Aleksandra Klimczak
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Additional file 4. Migration activity of native HATMSC supernatants. MSU-1.1 cell migration activity was investigated at 37 °C in an incubation chamber (PeCon GmbH, Erbach, Germany) with 1%O2, 5%CO2 mounted on an Axio Observer inverted microscope equipped with a dry 5x objective (Zeiss, Gottingen, Germany). The movement of the cells was time-lapse recorded for 44 h at intervals of 2 h using Zen 2.6 Blue Edition Software (Zeiss, Gottingen, Germany) as 6 separate movies (one for each...
Source: https://springernature.figshare.com/articles/dataset/MOESM4_of_Can_supernatant_from_immortalized_adipose_tissue_MSC_replace_cell_therapy_An_in_vitro_study_in_chronic_wounds_model/11686431/1
Academic Data and Datasets
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Zone 28 biophysical gradients
Source: https://springernature.figshare.com/articles/dataset/z28_LANDFIRE_Biophysical_Gradient_Raster_Datasets/13053530/1
Academic Data and Datasets
by D. Louis Collins; Gabriel Allan Devenyi; Raihaan Patel; Stephanie Tullo; Min Tae M Park; M. Mallar Chakravarty
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Resulting atlas from the atlas-to-template warping technique performed registering the histologically-derived atlas to each of the 5 MRI templates using the ANIMAL_script code, delineating 108 subcortical structures.
Source: https://springernature.figshare.com/articles/dataset/Labels_of_108_subcortical_structures_for_brain3_NIfTI_format_/6068123/1
This dataset contains data files and identifiers for original data sources for 39 gene expression datasets from over 7,000 individuals with estrogen receptor positive (ER-positive) Breast Cancer (BC). Background The related study developed a novel in silico approach to assess activation of different signalling pathways. The phosphatidylinositol 3-kinase (PI3K)/AKT/mTOR signalling pathway mediates key cellular functions, including growth, proliferation and survival and is frequently involved in...
Source: https://springernature.figshare.com/articles/dataset/Gene_expression_data_sources_for_in_silico_approach_to_assessing_activation_of_AKT_mTOR_signalling_pathway_in_ER-positive_early_Breast_Cancer/7461776/1
Academic Data and Datasets
by Jiapeng Qu; Fabian Ewald fassnacht; Christopher Schiller; Teja Kattenborn; Xinquan Zhao
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Landsat based peak NDVI image Year 1993 Tile 14
Source: https://springernature.figshare.com/articles/dataset/Landsat_based_peak_NDVI_image_Year_1993_Tile_14/7769750/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for NA19463. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_NA19463/7929641/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for HG02142. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_HG02142/7927550/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for NA19429. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_NA19429/7929002/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for HG03977. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_HG03977/7929782/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for HG03926. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_HG03926/7929389/1
Academic Data and Datasets
by Jonathan Pevsner
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1000 Genomes gVCF mapped to hs37d5 for NA20344. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
Source: https://figshare.com/articles/dataset/gVCF_NA20344/7936628/1
Academic Data and Datasets
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This data set contains the stellar velocities used in the paper. It also includes profiles and parameter distributions derived using CJAM. It does not include the raw MUSE data which is available in the ESO archive. CC0 Waiver
Source: https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/VCNHOR&version=1.0
Academic Data and Datasets
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ENDOR measurement raw data (263 GHz), summarized DFT results, simulation results and processing notebooks for re-creating all figures in the manuscript and supplementary information in the paper: "Distribution of H$^\beta$ Hyperfine Couplings in a Tyrosyl Radical Revealed by 263 GHz ENDOR Spectroscopy" This dataset is published used under the CC BY-NC-ND 4.0 license (Attribution-NonCommercial-NoDerivatives 4.0 International).
Source: https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/AAFR6T&version=1.0
This corpus consists of texts written in Chinese during the Ming and Qing dynasties, spanning roughly 1368 to the early 20th century (the newest text was written in 1916). The texts have been mostly pre-cleaned. The only English found in most of the files are indications of chapter or scroll breaks in the format ~~~START| Title of Chapter/Scroll |START~~~ This was done to ease breaking the texts into organic sections. Most of the corpus consists of texts found on wenxian.fanren8.com, a website...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/4ZVSKA&version=1.0
Simulation data used in the paper CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/9JI57U&version=2.0
Replication data for “The Hidden Costs of Requiring Accounts: Quasi-Experimental Evidence from Peer Production” by Benjamin Mako Hill and Aaron Shaw to be published in Communication Research . Replicating the analysis presented in the paper Replicating this analysis involves a number of steps. We have attempted to included the most “raw” versions of the data to allow replication of our full data pipeline. This includes three sources of data: MediaWiki XML dump files: We have included...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/CLSFKX&version=1.1
Bulk Bibliographic Metadata
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Manifest of Internet Archive's identified scholarly works in digital form (eg, journal articles). See README.html for details.
Academic Data and Datasets
by Miguel, Edward
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This paper studies the political and social impacts of increased education by utilizing a randomized girls’ merit scholarship programme in Kenya that raised test scores and secondary schooling. Consistent with the view that education empowers the disadvantaged to challenge authority, we find that the programme reduced the acceptance of domestic violence and political authority. Young women in programme schools also increased their objective political knowledge. We find that this rejection of...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/81NOQY&version=1.0
Academic Data and Datasets
by Blackwell, Jody
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Presentation Date: Thursday, June 8, 2017. Location: Harvard University IT Summit, Cambridge, MA. Abstract: Twenty-five faculty from across Harvard’s schools are working with each other, as well as with a handful of outside experts, to create an extensive collection of online resources (interview-style and demonstration videos, text, interactive visualizations, and computer simulations) focused on “The Past and Present of the Future,” known as PredictionX. All of the included material is...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/9HWRK8&version=1.0
Academic Data and Datasets
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Compressed iSALE model output from the "Formation of the Orientale lunar multi-ring basin" to be published in Science. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/BH9UXW&version=1.0
Academic Data and Datasets
by Tobin, John
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VLA Ka-band data for Per-emb-33/L1448-N-B CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DBYDRJ&version=1.0
These are the Stata and R data and replication code for "The Media Matters: Muslim American Portrayals and the Effects on Mass Attitudes." CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DAPNOX&version=1.0
Academic Data and Datasets
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There are two files needed to replicate the analyses described and depicted in “The Effects of Militarized Interstate Disputes on Incumbent Voting Across Genders,” by Shane P. Singh and Jaroslav Tir: (1) The data, “Singh_and_Tir_PB_Replication”; (2) The Stata code, in a do-file, included as “Singh and Tir Replication, Political Behavior.” To proceed with the replication, open the data in Stata. Then, open the do-file. The code can be run directly from that file. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/O9UVFU&version=1.0
Dioxin response elements were computationally identified and matrix similarity scores estimated as previously described (PMIDs: 15328365, 21762485, and 26582802) CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/JASCVZ&version=1.0
Academic Data and Datasets
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In this study, Beijing, the capital of China, is selected as the study area. Hourly mean concentrations of six regulatory air pollutants including O3 (μg/m3), SO2 (μg/m3), NO2 (μg/m3), PM2.5 (μg/m3), PM10 (μg/m3), and CO (mg/m3) were collected from 35 air quality monitoring stations labeled by 1 to 35 from 01/01/2017 to 05/30/2018. The data was provided by the Ministry of Environmental Protection (MEP) of China. Hourly averaged meteorological data in the same period were first accessed...
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/USXCAK&version=1.0
Academic Data and Datasets
by Tobin, John
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ALMA molecular line maps of BHR71 CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/SF50BJ&version=1.0
Academic Data and Datasets
by Vilhuber, Lars
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An extract of BMI and Income questions from IHIS CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/XRTYIC&version=1.1
Academic Data and Datasets
by Rahul Rao Madarapu
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Bike ride data of a month
Source: https://figshare.com/articles/dataset/two_json/10277954/1
Campylobacter is the leading bacterial cause of gastroenteritis worldwide and despite high incidence in low- to middle-income countries, where infection can be fatal, surveillance is rare and the genotypes responsible for disease have not been identified. The epidemiology of disease is different to the developed world, where infection is mostly associated with consumption of contaminated meat products. Infection is endemic among children and asymptomatic carriage is thought to be common....
Source: https://figshare.com/articles/dataset/Global_similarity_and_local_differences_in_Campylobacter_jejuni_lineages_associated_with_asymptomatic_paediatric_infection_from_the_Peruvian_Amazon/10352375/4
Academic Data and Datasets
by Jason West; Todd Dawson; Gabriel Bowen; David Tazik
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This is a presentation given as an invited talk at the 2014 Ecological Society of America meeting in Sacramento, CA
Source: https://figshare.com/articles/dataset/Accelerating_the_integration_of_NEON_data_in_isotope_ecology_research/1144556/1
Academic Data and Datasets
by Han, Xueyuan
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Preprocessed edgelist data of ta1-fivedirections-e3-official. CC0 Waiver
Source: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/NVQFY0&version=1.0
Academic Data and Datasets
by Stephan Rasp
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Sample data
Source: https://figshare.com/articles/dataset/WB_Sample_Data/11370675/2