cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14525487.v1
title: S1 Ageing Study Dataset.csv

description: This is a dataset for the analysis of outcomes of patients who commenced ART at ages 50 years at an HIV clinic in Harare, Zimbabwe. These patients commenced ART between 2004 and 2019 and were followed from the date of ART commencement until they were transferred out, lost to follow up, or died. Follow up of patients still in care was censored on April 30, 2020.
DOI: 10.6084/m9.figshare.14511978.v2
title: DOSnet data

description: This repo stores the data containing DOS information for the examples for DOSnet
DOI: 10.34740/kaggle/dsv/733829
title: NLP Publications in ACL Anthology
DOI: 10.5281/zenodo.4733175
title: Datasets for ``Spectral characterisation of inertial particle clustering in turbulence''

description: <pre>This directory contains an index.html file with links to the run directories and idl plotting routines with secondary data for the other figures for the paper "Spectral characterisation of inertial particle clustering in turbulence" by N. E. L. Haugen, A. Brandenburg, C. Sandin, & L. Mattsson. If anything turns out to be incomplete, please email brandenb@nordita.org.</pre>
DOI: 10.5281/zenodo.4733174
title: Datasets for ``Spectral characterisation of inertial particle clustering in turbulence''

description: <pre>This directory contains an index.html file with links to the run directories and idl plotting routines with secondary data for the other figures for the paper "Spectral characterisation of inertial particle clustering in turbulence" by N. E. L. Haugen, A. Brandenburg, C. Sandin, & L. Mattsson. If anything turns out to be incomplete, please email brandenb@nordita.org.</pre>
DOI: 10.6084/m9.figshare.14527251
title: Data from: The effects of commercial propagation on bumble bee (Bombus impatiens) foraging and worker body size

description: <strong>Raw data on observations of workers outside of nest entrances (Pugesek_et_al_worker_measurements.xlsx)</strong><br>Full data set describing the body size, presence/absence of pollen loads, etc., of worker bumble bees collected when returning to nest entrances (see the main text of the manuscript and Read.me file for further details). Data was collected in 2017 and 2018. <br><strong>Raw data on contents of pollen loads (Pugesek_et_al_contents_of_pollen_loads.xlsx)</strong><br>Full data set describing the contents of pollen loads collected from domestic and wild bumble bee workers in 2018 (see the main text of the manuscript and Read.me file for further details).
DOI: 10.6084/m9.figshare.14527251.v1
title: Data from: The effects of commercial propagation on bumble bee (Bombus impatiens) foraging and worker body size

description: <strong>Raw data on observations of workers outside of nest entrances (Pugesek_et_al_worker_measurements.xlsx)</strong><br>Full data set describing the body size, presence/absence of pollen loads, etc., of worker bumble bees collected when returning to nest entrances (see the main text of the manuscript and Read.me file for further details). Data was collected in 2017 and 2018. <br><strong>Raw data on contents of pollen loads (Pugesek_et_al_contents_of_pollen_loads.xlsx)</strong><br>Full data set describing the contents of pollen loads collected from domestic and wild bumble bee workers in 2018 (see the main text of the manuscript and Read.me file for further details).
DOI: 10.5517/ccdc.csd.cc261y29
title: CCDC 2027650: Experimental Crystal Structure Determination

description: Related Article: Yuki Kadoya, Machi Hata, Yoshiki Tanaka, Atsuhiro Hirohata, Yutaka Hitomi, Masahito Kodera|2020|Inorg.Chem.|60|5474|doi:10.1021/acs.inorgchem.0c02954
DOI: 10.5517/ccdc.csd.cc261y3b
title: CCDC 2027651: Experimental Crystal Structure Determination

description: Related Article: Yuki Kadoya, Machi Hata, Yoshiki Tanaka, Atsuhiro Hirohata, Yutaka Hitomi, Masahito Kodera|2020|Inorg.Chem.|60|5474|doi:10.1021/acs.inorgchem.0c02954
DOI: 10.6084/m9.figshare.8287796
title: Exotic Insects in NZ.xlsx

description: Dataset of exotic insects established in New Zealand including date of first record and first location
DOI: 10.6084/m9.figshare.8287796.v1
title: Exotic Insects in NZ.xlsx

description: Dataset of exotic insects established in New Zealand including date of first record and first location
DOI: 10.5281/zenodo.4733233
title: Androctonus mauritanicus SPAdes preassembly

description: Androctonus mauritanicus SPAdes preassembly
DOI: 10.5281/zenodo.4733232
title: Androctonus mauritanicus SPAdes preassembly

description: Androctonus mauritanicus SPAdes preassembly
DOI: 10.5281/zenodo.4733241
title: Androctonus mauritanicus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.4733240
title: Androctonus mauritanicus SPAdes preassembly

description: .
DOI: 10.25919/g31f-7584
title: Parkes observations for project PX600 semester 2020APRS_39

description: The Galactic Center (GC) is a key target for the radio component of Breakthrough Listen (BL) program. Offering the largest amount of stars in any given direction in the sky, the GC is widely cited as a location believed to harbour advanced civilizations, and it is also the most energetic region in the Milky Way. We aim to conduct BL-GC Survey with Parkes radio telescope for around 350 hours. We will cover the frequency range from 700 MHz to 4 GHz, utilizing the newly installed ultra-wideband receiver. Our team has already leveraged both standard and bespoke tools to construct a flexible software stack to search data for signals of interest. We will look for signals from extraterrestrial intelligence (ETI) by searching for both simple narrow-band signals and complex modulated signals. Along with that, as an ancillary science, we will also search for accelerated pulsars — likely orbiting a supermassive black hole at the centre of the Milky Way Galaxy. Data products produced during this program will also be publically available to engage larger pulsar community
DOI: 10.5281/zenodo.3902919
title: Supplementary materials - Taxonomic status of the Neotropical salamanders Bolitoglossa altamazonica and Bolitoglossa peruviana (Amphibia: Caudata: Plethodontidae), with the description of a new species from Northern Peru

description: <strong>Supplementary materials for article</strong> <strong>Taxonomic status of the Neotropical salamanders Bolitoglossa altamazonica and Bolitoglossa peruviana (Amphibia: Caudata: Plethodontidae), with the description of a new species from Northern Peru</strong> JUAN C. CUSI, GIUSSEPE GAGLIARDI-URRUTIA, ISABELA CARVALHO-BRCKO, DAVID B. WAKE, & RUDOLF VON MAY Supplementary FIGURE S1 - S12, Supplementary TABLE S1 - S6
DOI: 10.5281/zenodo.3902918
title: Supplementary materials - Taxonomic status of the Neotropical salamanders Bolitoglossa altamazonica and Bolitoglossa peruviana (Amphibia: Caudata: Plethodontidae), with the description of a new species from Northern Peru

description: <strong>Supplementary materials for article</strong> <strong>Taxonomic status of the Neotropical salamanders Bolitoglossa altamazonica and Bolitoglossa peruviana (Amphibia: Caudata: Plethodontidae), with the description of a new species from Northern Peru</strong> JUAN C. CUSI, GIUSSEPE GAGLIARDI-URRUTIA, ISABELA CARVALHO-BRCKO, DAVID B. WAKE, & RUDOLF VON MAY Supplementary FIGURE S1 - S12, Supplementary TABLE S1 - S6
DOI: 10.15131/shef.data.3503180
title: Data for the paper 'Gait event detection in laboratory and real life settings: accuracy of ankle and waist sensor based methods​'

description: The aim of this study was to evaluate the accuracy of two algorithms for the detection of gait events and temporal parameters during free-living walking, one based on two shank-worn inertial sensors, and the other based on one waist-worn sensor. The algorithms were applied to gait data of ten healthy subjects walking both indoor and outdoor, and completing protocols that entailed both straight supervised and free walking in an urban environment.
DOI: 10.15131/shef.data.3503180.v1
title: Data for the paper 'Gait event detection in laboratory and real life settings: accuracy of ankle and waist sensor based methods​'

description: The aim of this study was to evaluate the accuracy of two algorithms for the detection of gait events and temporal parameters during free-living walking, one based on two shank-worn inertial sensors, and the other based on one waist-worn sensor. The algorithms were applied to gait data of ten healthy subjects walking both indoor and outdoor, and completing protocols that entailed both straight supervised and free walking in an urban environment.
DOI: 10.15131/shef.data.3969285
title: Failure strength of infant femurs under 4 point bending of 15 cases

description: Complete results set of the study reported in " <b>X. Li</b>, M. Viceconti, M. C. Cohen, G. C. Reilly, M. J. Carre, A. C. Offiah 2015. “Developing CT Based Computational Models of Pediatric Femurs”, in Journal of Biomechanics, 48, 2034-40"<br><br>
DOI: 10.15131/shef.data.3969285.v1
title: Failure strength of infant femurs under 4 point bending of 15 cases

description: Complete results set of the study reported in " <b>X. Li</b>, M. Viceconti, M. C. Cohen, G. C. Reilly, M. J. Carre, A. C. Offiah 2015. “Developing CT Based Computational Models of Pediatric Femurs”, in Journal of Biomechanics, 48, 2034-40"<br><br>
DOI: 10.5281/zenodo.4733250
title: Antipathozoanthus obscurus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.4733249
title: Antipathozoanthus obscurus SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.14527317.v2
title: Data and Code for "Meta-analysis of variation suggests that embracing variability improves both replicability and generalizability in preclinical research"

description: The replicability of research results has been a cause of increasing concern to the scientific community. The long-held belief that experimental standardization begets replicability has also been recently challenged, with the observation that the reduction of variability within studies can lead to idiosyncratic, lab-specific results that cannot be replicated. An alternative approach is to, instead, deliberately introduce heterogeneity; known as “heterogenization” of experimental design. Here, we explore a novel perspective in the heterogenization program in a meta-analysis of variability in observed phenotypic outcomes in both control and experimental animal models of ischaemic stroke. First, by quantifying inter-individual variability across control groups we illustrate that the amount of heterogeneity in disease-state (infarct volume) differs according to methodological approach, for example, in disease-induction methods and disease models. We argue that such methods may improve replicability by creating diverse and representative distribution of baseline disease-state in the reference group, against which treatment efficacy is assessed. Second, we illustrate how meta-analysis can be used to simultaneously assess efficacy and stability (i.e., mean effect and among-individual variability). We identify treatments that have efficacy and are generalizable to the population level (i.e., low inter-individual variability), as well as those where there is high inter-individual variability in response; for these latter treatments translation to a clinical setting may require nuance. We argue that by embracing rather than seeking to minimise variability in phenotypic outcomes, we can motivate the shift towards heterogenization and improve both the replicability and generalizability of preclinical research.
DOI: 10.7488/ds/2071
title: Liquid slip over gas nanofilms

description: This dataset contains data from reported Molecular Dynamics (MD) simulations of shear-driven liquid flow over an infinite gas nanofilm covering a solid surface. Four computationally expensive simulations are considered, which differ from each other from the rarefaction of the gas nanofilm (i.e. the Knudsen number). In each data folder one finds the final steady-state profiles taken normal from the surface, and the time-varying properties in the gas/liquid bulk.
DOI: 10.7488/ds/2069
title: Genome-wide p-values of nine multivariate IgG glycan GWAS

description: Whole-genome multivariate association results for nine groups of IgG N-glycosylation phenotypes. For the detailed definition of the glycan groups, please refer to Shen et al. (2017) Nature Communications: "Multivariate discovery and replication of five novel loci associated with Immunoglobulin G N-glycosylation". If you use this dataset, please cite the paper in order to fairly acknowledge the contribution of all participating studies and their sponsors. GWAS: Genome-wide association study. SNP: Single nucleotide polymorphism. The text files are tab-delimited and contain genome-wide SNP names and MANOVA test p-values for the discovery cohort.
DOI: 10.7488/ds/2743
title: Drumlanrig Castle

description: A Scan of Drumlanrig Castle, 55 Scan locations, captured with a Leica BLK 360, registered using Autodesk Recap Pro, exported to .e57 file format.
DOI: 10.25346/s6/6wmnqu
title: Coronavirus Corpus

description: The Coronavirus Corpus contains about 1.5 billion words of data in approximately 1.9 million texts from Jan 2020 - Dec 2022, and it is designed to be the definitive record of the social, cultural, and economic impact of the coronavirus (COVID-19) during this time. The corpus allows you to see the frequency of words and phrases month by month and even day by day since January 2020, such as social distancing, flatten the curve, WORK * home, Zoom, Wuhan, hoard*, toilet paper, curbside, pandemic, reopen, defy, anti-mask*. Access to material is limited to UCLA graduate students and faculty. Undergraduates please use the standard web interface for the corpora: https://www.english-corpora.org/corona/
DOI: 10.7488/ds/2546
title: Data and code for: High fidelity fibre-based physiological sensing deep in tissue

description: Physiological sensing deep in tissue, remains a clinical challenge. Here a flexible miniaturised sensing optrode providing a platform to perform minimally invasive in vivo in situ measurements is reported. Silica microspheres covalently coupled with a high density of ratiometrically configured fluorophores were deposited into etched pits on the distal end of a 150 µm diameter multicore optical fibre. With this platform, photonic measurements of pH and oxygen concentration with high precision in the distal alveolar space of the lung are reported. We demonstrated the phenomenon that high-density deposition of carboxyfluorescein covalently coupled to silica microspheres shows an inverse shift in fluorescence in response to varying pH. This platform delivered fast and accurate measurements (± 0.02 pH units and ± 0.6 mg/L of oxygen), near instantaneous response time and a flexible architecture for addition of multiple sensors.
DOI: 10.34740/kaggle/dsv/5541756
title: Nigerian Presidential Election 2023 Tweets
DOI: 10.5281/zenodo.7871778
title: Espoon ja Keravan luontoselvitysten tiedot

description: Espoon Karakallion ja Keravan Pohjois-Kytömaan alueen luontoselvityksissä esiintyvät luontotiedot.
DOI: 10.5281/zenodo.7871777
title: Espoon ja Keravan luontoselvitysten tiedot

description: Espoon Karakallion ja Keravan Pohjois-Kytömaan alueen luontoselvityksissä esiintyvät luontotiedot.
DOI: 10.7488/ds/1484
title: Chloromethyl-triazole: A new motif for site-selective pseudo-acylation of proteins

description: Rapid, site-selective modification of cysteine residues with chloromethyl-triazole derivatives generates pseudo-acyl sLys motifs, mimicking important post-translational modifications. Near-native biotinylation of peptide and protein substrates is shown to be site-selective and modified histone H4 retains functional activity.
DOI: 10.7488/ds/2233
title: Effects of perceptual similarity but not semantic association on false recognition in aging

description: This study investigated semantic and perceptual influences on false recognition in older and young adults in a variant on the Deese-Roediger-McDermott paradigm. In two experiments, participants encoded intermixed sets of semantically associated words, and sets of unrelated words. Each set was presented in a shared distinctive font. Older adults were no more likely to falsely recognize semantically associated lure words compared to unrelated lures also presented in studied fonts. However, they showed an increase in false recognition of lures which were related to studied items only by a shared font. The data show that older adults do not always rely more on prior knowledge in episodic memory tasks. They converge with other findings suggesting that older adults may also be more prone to perceptually-driven errors.
DOI: 10.7488/ds/2073
title: Aging, working memory capacity and the proactive control of recollection: an event-related potential study

description: The present study investigated the role of working memory capacity (WMC) in the control of recollection in young and older adults. We used electroencephalographic event-related potentials (ERPs) to examine the effects of age and of individual differences in WMC on the ability to prioritize recollection according to current goals. Targets in a recognition exclusion task were words encoded using two alternative decisions. The left parietal ERP old/new effect was used as an electrophysiological index of recollection, and the selectivity of recollection measured in terms of the difference in its magnitude according to whether recognized items were targets or non-targets. Young adults with higher WMC showed greater recollection selectivity than those with lower WMC, while older adults showed nonselective recollection which did not vary with WMC. The data suggest that aging impairs the ability to engage cognitive control effectively to prioritize what will be recollected.
description: Please see README.txt
DOI: 10.7488/ds/2072
title: Key files for Spoofing and Anti-Spoofing (SAS) corpus v1.0
title: Key files for SAS-VCTK v1.0

description: These files are complementary to the fileset: Wu et al. (2015). Spoofing and Anti-Spoofing (SAS) corpus v1.0, [dataset]. University of Edinburgh. The Centre for Speech Technology Research (CSTR). https://doi.org/10.7488/ds/252. These two filesets should be considered two complementary parts of a single dataset.
DOI: 10.7488/ds/2294
title: A corpus of names drawn from the local birth registers of England and Wales, 1838-2014

description: This dataset comprises a corpus of names, in both the first and middle position, for approximately 22 million individuals born in England and Wales between 1838 and 2014. This data is obtained from birth records made available by a set of volunteer-run genealogical resources - collectively, the "UK local BMD project" (http://www.ukbmd.org.uk/local) - and has been re-purposed here to demonstrate the applicability of network analysis methods to an onomastic dataset. The ownership and licensing of the intellectual property constituting the original birth records is detailed at https://www.ukbmd.org.uk/TermsAndConditions. Under section 29A of the UK Copyright, Designs and Patents Act 1988, a copyright exception permits copies to be made of lawfully accessible material in order to conduct text and data mining for non-commercial research. The data included in this dataset represents the outcome of such a text-mining analysis. No birth records are included in this dataset, and nor is it possible for records to be reconstructed from the data presented herein. The data comprises an archive of tables, presenting this corpus in various forms: as a rank order of names (in both the first and middle position) by number of registered births per year, and by the total number of births across all years sampled. An overview of the data is also provided, with summary statistics such as the number of usable records registered per year, most popular names per year, and measures of forename diversity and the surname-to-forename usage ratio (an indicator of which forenames are more likely to be transferred uses of surnames). These tables are extensive but not exhaustive, and do not exclude the possibility that errors are present in the corpus. Data are also presented both as ‘.expression’ files (an input format readable by the network analysis tool Graphia Professional) and as ‘.layout’ files, a text file format output by Graphia Professional that describes the characteristics of the network so that it may be replicated. Characteristics of the original birth records that allow the identification of individuals - for instance, full name or location of birth - have been removed.
DOI: 10.7488/ds/2576
title: Kinetic analysis of bioorthogonal reaction mechanisms using Raman microscopy

description: Raman spectroscopy is well-suited for the study of bioorthogonal reaction processes because it is a non-destructive technique, which employs relatively low energy laser irradiation, and water is only very weakly scattered in the Raman spectrum enabling live cell imaging. In addition, Raman spectroscopy allows species-specific label-free visualisation; chemical contrast may be achieved when imaging a cell in its native environment without fixatives or stains. Combined with the rapid advances in the field of Raman imaging over the last decade, particularly in stimulated Raman spectroscopy (SRS), this technique has the potential to revolutionise our mechanistic understanding of biochemical and medicinal chemistry applications of bioorthogonal reactions. Current approaches to the kinetic analysis of bioorthogonal reactions (including heat flow calorimetry, uv-vis spectroscopy, fluorescence, IR, NMR and MS), have a number of practical shortcomings for intracellular applications. We highlight the advantages offered by Raman microscopy for reaction analysis in the context of both established and emerging bioorthogonal reactions, including the copper(I) catalysed azide alkyne cycloaddition (CuAAC) click reaction and Glaser-Hay coupling.
description: Excel spreadsheets for the primary data files and RMSE calculations are grouped by Figure #.
DOI: 10.7488/ds/2584
title: Chicken cecal metagenome assembled genomes

description: We sequenced DNA from cecal contents samples taken from 24 chickens belonging to either a fast or slower growing breed consuming either a vegetable-only diet or a diet containing fish meal. We utilised 1.6T of Illumina data to construct 469 draft metagenome-assembled bacterial genomes, including 460 novel strains, 283 novel species and 42 novel genera.