cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24941358.v1
title: Molasses concentration (15, 20, 25, 30 and 35 °Brix), and pH (3.5, 4.0, 4.5, 5.0, and 5.5) of data analysis

description: Parameters analysis in SPSS version 25 such as molasses concentration (15, 20, 25, 30, and 35 °Brix), and pH (3.5, 4.0, 4.5, 5.0, and 5.5) were optimized using fed-batch fermentation.
DOI: 10.6084/m9.figshare.4558072.v3
title: Publication, Power, and Patronage: On Inequality and Academic Publishing

description: This data set accompanies our article, "Publication, Power, and Patronage: On Inequality and Academic Publishing," Critical Inquiry (July 2017): http://bit.ly/2vv5s2H<br>The data set contains metadata on institutional affiliation for over 5,000 academic articles published in four high-prestige journals within the humanities (PMLA, Critical Inquiry, New Literary History, Representations). Included in the metadata are the author's institutional affiliation at time of publication, the author's PhD institution, and the author's gender. 3,000+ authors are represented from over 300 PhD-granting institutions and 700 authorial institutions. We also include supplementary data on gender and publication on another 2,800 articles published since 2010 in 16 further journals. R code included to calculate all results, tables, and graphs.<br>
DOI: 10.6084/m9.figshare.5158063
title: Expand, Humanize, Simplify: An Interview with Sandy Berman

description: In this interview, Sanford (“Sandy”) Berman discusses his career and his efforts to promote responsive, user-friendly cataloging practices over uncritical deference to prevailing standards. Topics covered include his work at Hennepin County Library, his thoughts on the campaign to change the subject heading “Illegal aliens,” his ongoing practice of proposing new Library of Congress Subject Headings, and his relationship with the Library of Congress.
DOI: 10.17632/59pw7pvkkb
title: PyCSP: A Python package for the analysis and simplification of chemically reacting systems based on Computational Singular Perturbation

description: PyCSP is a Python package for the analysis and simplification of chemically reacting systems, using algorithms based on the Computational Singular Perturbation (CSP) theory. It provides tools for the local characterization of the chemical dynamics, enabled by the recognition of a convenient projection basis which carries out a timescale-based uncoupling. The tools supplied within the package allow one to identify the rate-controlling chemical reactions, the intrinsic chemical timescales, the driving chemical timescale and indicators of the system's explosive or dissipative propensity. Possible applications are the analysis of numerical simulations of reacting flows, and the reduction of chemical kinetics models, based on the CSP information. This manuscript provides a brief overview of the foundations of CSP, a description of the libraries, and demonstrations of the features implemented in PyCSP with code examples, along with practical advices and guidelines for users.
DOI: 10.17632/pz2j957rzc
title: COVID-19 RUMOR: a classified dataset of COVID-19 related online rumors in Brazilian Portuguese

description: The dataset is composed of rumors and non-rumors related to COVID-19 collected from three different online sources: (a) the Brazilian Ministry of Health official website, (b) a journalistic initiative named boatos.org focused on debunking online rumors, including COVID-19, and (c) the O Globo news that provides a special track to follow rumors about COVID-19. The Brazilian Ministry of Health dataset (saude.gov.csv) is composed of 79 rumors and 05 non-rumors texts classified by the own Brazilian government; the boatos.org dataset (boatos.org.csv) is composed of 951 rumors classified and debunked by a team of journalists; and the O Globo dataset (oglobo.com.csv) is composed of 261 rumors and 03 non-rumors also classified by journalists. In total, the COVID-19 RUMOR dataset has 1291 rumors and 08 non-rumors.
DOI: 10.4225/55/59ae2d4038294
title: Online Ancient Genome Repository

description: Online Ancient Genome Repository (OAGR) is an open access repository for ancient human DNA data. It captures and catalogues ancient human genome and microbiome data, including raw sequence and processed data, along with metadata about its provenance and production. Included datasets are generated from ancient samples studied at the Australian Centre for Ancient DNA (ACAD) in collaboration with other research groups. As genomics and microbiome data are routinely generated for ancient samples, it is crucial to keep track of raw and processed data, bioinformatics pipelines and metadata describing the provenance and production of the data. OAGR makes this valuable data and metadata available for discovery and reuse by others.
DOI: 10.6084/m9.figshare.14355845.v2
title: Alignments for 108 mitochondrial proteins of alphaproteobacterial origin, and alphaproteobacterial MAGs from microbial mats, microbialites, and sediments

description: AlphaproteobacterialMAGs.tar.gzMitochondrialProteins_Aligned_Renamed.tar.gzMitochondrialProteins_Trimmed_Renamed.tar.gzMitochondrialProteins_Unaligned_Renamed.tar.gz<br>
DOI: 10.6084/m9.figshare.28840718.v1
title: Preference score for each bee species

description: Pollen preference score attributed to each bee species according to their interactions, protein-lipid ratio preference and K-Na content.
DOI: 10.17632/sxxfmx9xwv
title: From Carry Trades to Trade Credit dataset

description: This is the dataset and replication code for "From Carry Trades to Trade Credit: Financial Intermediation by Non-Financial Corporations", by Bryan Hardy and Felipe Saffie.
DOI: 10.17632/y9vf6nh637
title: Implication of Video Advertising on Shifting Customer Behavior Post Pandemic Covid

description: This is the raw data of Lisrel Apps, consist of Digital Video Advertising, Sensory, Informativeness, Entertainment, Presence, and Customer Trust factors, used in the research.
DOI: 10.6084/m9.figshare.7207514.v3
title: MacroPopGen Database: Geo-referenced population-specific microsatellite data across the American continents

description: Files associated with the MacroPopGenBase:<br>1) .XLSX file documenting references for associated reference IDs, and list of key terms used in meta-analytical searches.<br>2) .XLSX with MacroPopGenBase data [24 columns, 9090 rows] as well as data file documenting all localities and distances between them [26 columns, 10921 rows]. Associated Read Me tabs also included.***** Current version: v0.2, June 24, 2020 **** <br><br>3) .CSV file with subset of North American mammal data used for testing ascertainment bias associated with mirosatellite loci.<br>4) All R code used to produce figures and analyses presented in Lawrence et al. (in revision) <i>Scientific Data</i><br>
DOI: 10.17632/km9w9pmkgz
title: Misery Index and Exchange Rate: Data for Mexico

description: This dataset contains series of the bilateral real exchange rate of Mexico with the U.S., unemployment and the national price consumer index. These data were retrieved to estimate an unrestricted VAR model to analyze the relationship between the mentioned variables. It contains an EViews file with the mentioned VAR.
DOI: 10.17632/sm63ryv5dt
title: Bangla Dialect Dataset: Exploring Linguistic Diversity Across Regions

description: The dataset is a Bangla dataset containing sentences from different parts of Bangladesh. There are total of 7 columns. Each of the columns presents a different sentence from a different region. The other column contains actual Bangla. The dataset is not balanced.
DOI: 10.17632/vvz7s8g3r5
title: Too-Much-Talent or Never-Too-Much? Exploring how concentration of talent and media exposure affect sport team performance.

description: Datasets for: Jacewicz, W. A. (2021). Too-Much-Talent or Never-Too-Much? Exploring how concentration of talent and media exposure affect sport team performance. Dissertation project. University of Sheffield. (Unpub.)
DOI: 10.6084/m9.figshare.17708270.v1
title: code and data for ICT

description: code and data for cell trajectory inference
DOI: 10.6084/m9.figshare.23659953.v1
title: scRNA-seq data

description: scRNA-seq data for "An atlas of spider development at single-cell resolution provides new insights into arthropod embryogenesis"
DOI: 10.6084/m9.figshare.27438558.v1
title: YOR_Raw_Data

description: Monitoring fish biodiversity in river basins using eDNA metabarcoding.
DOI: 10.6084/m9.figshare.23925375.v2
title: research data.rar

description: This compressed folder contains two Excel files, "retraction time lag.xlsx" and "post-retraction citation.xlsx".<br><br>"retraction time lag.xlsx" constitutes the dataset of Research Question 1 in this study, aiming to investigate variations in retraction time lag among articles. The dataset encompasses fields including id, Pub_year, Retract_year, Retraction_time_lag, Gold_OA, Num_author, Journal_IF, Retraction_reason, Cit_before, Cit_retract_year.<br><br>"post-retraction citation.xlsx" serves as the foundation for Research Question 2 in this study, aiming to explore variations in citation changes after article retractions. The dataset encompasses fields such as OA_type (is_Gold_OA), is_retracted, Pub_year, Retract_year, Retraction_time_lag, Num_author, Journal_IF, Journal_name, Journal_id, Cit_before, Cit_retract_year, PCAC, PCIC, cem_strata, cem_weights, cem_matched. There are some missing data in PCAC and PCIC. This is partly due to a division by zero, and partly because our citation dataset goes up to 2021, preventing the calculation of PCAC and PCIC for the most recently retracted articles. For the purpose of this research, samples with a cem_matched value of 1 have been selected for analysis.
DOI: 10.6084/m9.figshare.25755756.v1
title: Blood lactate measurements - dataframes in xlsx

description: Supplementary material to work on blood lactate analyzers.
DOI: 10.6084/m9.figshare.3560529.v1
title: Supplement 1. Sample R code of all analyses in the manuscript in addition to R code and instructions for computing mantel correlograms.

description: File List sample r.code for analyses.r (MD5: 3ad040a4b47e5c38250d884d848b20b4) autocorrelation_instructions.txt (MD5: 6a45be561fc291f0b839037e41071cc3) dist.r (MD5: 09ad5d0540934a9439460470338a91b3) lower.r (MD5: 0aed5dacd78f61faf9c1254b5028dc2f) mgram.r (MD5: 045af1702d206ccd42ad0e8820adbca5) read_write.r (MD5: 09e1b8304a844e26745dda0993afa72e) xy_t.r (MD5: 90931395a8b9eca68d6eee94965d7d73) Description sample r.code for analyses.r contains r code for all analyses in the manuscript. autocorrelation_instructions.txt contains instructions for computing mantel correlograms read_write.r reads the originally formatted path windows and selects the x, y and decimal days columns, writes it to a new file. xy_r.r splits the dataset into two -- one with x and y, and one with decimal days dist.r calculates Euclidean distance on the x,y and the decimal days, creating matrix of distance between points, and matrix of time apart for points lower.r turns this distance into a lower triangular matrix (needed for mgram) mgram.r runs the mantel correlogram for each window with a step size of one day, and writes the results to .csv files
DOI: 10.6084/m9.figshare.5241724.v1
title: Erratum: Cerebral Microbleeds Are Associated with Worse Cognitive Function in the Nondemented Elderly with Small Vessel Disease

description: <b><i>Background:</i></b> Cerebral small vessel disease (SVD) is a leading cause of cognitive decline in the elderly. Cerebral microbleeds (CMBs) have emerged as an important manifestation of cerebral SVD, in addition to lacunar infarcts and white matter lesions (WMLs). We investigated whether the presence and location of CMBs in elderly subjects were associated with cognitive function, independent of lacunar infarcts and WMLs. <b><i>Methods:</i></b> One hundred and forty-eight nondemented elderly with SVD, defined as the presence of lacunar infarcts and/or WMLs on magnetic resonance imaging (MRI), were studied. Executive function and global cognition were assessed by the Frontal Assessment Battery (FAB) and Mini-Mental State Examination (MMSE), respectively. The differences in the scores for the FAB and MMSE between CMB-positive and CMB-negative subjects were calculated after adjusting for possible confounders. <b><i>Results:</i></b> The mean age of the subjects was 72.4 w 8.6 years. CMBs were detected in 48 subjects (32%), with a mean number of CMBs per subject of 1.6 (range 0-31). Among CMB-positive subjects, 42 (87.5%) had CMBs in deep or infratentorial regions with or without lobar CMBs, and 6 (12.5%) had CMBs in strictly lobar regions. The presence of CMBs was significantly associated with FAB and MMSE scores after adjustment for age, years of education, brain volume and the presence of lacunar infarcts (for the FAB) or severe WMLs (for the MMSE). The presence of CMBs in the basal ganglia, in the thalamus or in the lobar regions was associated with FAB scores, while that in the lobar regions was associated with MMSE scores. However, there was no association between CMBs in the infratentorial regions and cognitive parameters. <b><i>Conclusions:</i></b> In nondemented elderly with SVD on MRI, the presence of CMBs was independently associated with worse executive and global cognitive functions. CMBs seemed to reflect hypertensive microangiopathy in this population, and CMBs in specific areas may play an important role in cognitive function. i 2014 S. Karger AG, Basel
DOI: 10.6084/m9.figshare.8796875.v1
title: Additional data concerning closely related multidrug-resistant Salmonella enterica serovar Heidelberg isolates from imported poultry meat in the Netherlands

description: Supplementary data on 122 Salmonella Heidelberg isolates, recovered from poultry meat imported into the Netherlands from Brazil.This includes both epidemiological information on the source of the isolates, as well as biological characteristics of the isolates themselves.<br>
DOI: 10.6084/m9.figshare.9992222.v3
title: Table5_SM.xlsx

description: Table 5 of supplementary material
DOI: 10.17632/hgvkwc3vn7
title: The role of ethical climate types in professional accountants' ethical decision-making: A necessary condition analysis (NCA)

description: This data was used to examine ethical climate types of social responsibility and laws/professional codes with the components of ethical decision-making using necessary condition analysis. Thus, the latent variable scores of the PLS-SEM results were used in the NCA.
DOI: 10.6084/m9.figshare.14024495.v1
title: "Imposed motion datasets" from Steinmetz et al. Science 2021

description: Datasets underlying figure 3 of Steinmetz et al. Science 2021.<br>Datasets were spike sorted with Kilosort 2.5: https://github.com/MouseLand/Kilosort/releases/tag/v2.5<br>Each of the three zip files contains two raw electrophysiology data files, recorded simultaneously. One of the two was recorded with a NP1.0 probe ("p1") and the other was recorded with a NP2.0 probe ("p2"). <br>See the associated github repository for further details about the included files: https://github.com/nsteinme/steinmetz-et-al-2021
DOI: 10.6084/m9.figshare.14578308.v1
title: Co-assembly of ANTIRES wasterwater treatment process metagenomes

description: Co-assembled metagenomes of different wastewater treatment stages in Göttingen (Germany) and Greifswald (Germany) from Schneider et al.
DOI: 10.6084/m9.figshare.22081895.v4
title: Ashwagandha_Muscle study

description:  All the data were entered into two separate Microsoft Excel spreadsheets (i.e., manual double-key data entry) and compared to assure data quality before analysis. Then, all relevant statistical calculations were completed using MedCalc® (version 20.011). Efficacy analysis was done on the modified intention to treat (ITT) anonymized dataset (n=73), whereas safety analysis was done on an intention to treat anonymized dataset (n=80). A summary statistic for all the parameters was performed and the results presented as mean with standard deviation (SD) for continuous variables. Categorical and discrete data were presented as counts with percentages. Change in values form baseline to 8 weeks were computed from and compared between the two groups using unpaired t-test. Since the baseline values were not similar for gender, BMI and chest circumference, the effect of these parameters on different parameters with respect to the change from baseline were analyzed using analysis of covariance (ANCOVA).
DOI: 10.6084/m9.figshare.24523567.v1
title: 4 Oct to 11 Oct.zip (csv format)

description: This set of data consists of electrical parameters for 8 electrical panels. Electrical parameters available are voltage, current, frequency, real power, reactive power, apparent power, power factor, and odd harmonics for current.
DOI: 10.6084/m9.figshare.28870160.v1
title: Collective Phase Modulation Simulation of Anti-Time Particles Using OpenQASM 2.0

description: This simulation models the collective phase modulation behavior of five entangled anti-time particles within a quantum vacuum framework. Using OpenQASM 2.0 and IBM Quantum Composer, the system demonstrates how synchronized phase shifts—applied through a reference qubit—can lead to emergent patterns resembling anti-matter formation dynamics as proposed in the Anti-Time Theory.The five anti-particles (represented by qubits in superposition) undergo controlled phase operations, simulating coherent energy alignment in anti-time. This process aims to explore the theoretical transition from virtual particle pairs to structured anti-matter via collective quantum behavior, prior to dark energy transformation.This dataset includes the full OpenQASM 2.0 source code compatible with IBM Composer.
DOI: 10.15482/usda.adc/1423873
title: Gerris buenoi Official Gene set v1.0
DOI: 10.26180/5d6da757730e2
title: OTU table for all samples

description: All OTUs identified from sea turtles in this PhD research
DOI: 10.6084/m9.figshare.20545047.v9
title: File 9

description: Metadata for 713 participants in the HFMD project study
DOI: 10.6084/m9.figshare.25006931.v1
title: The increasing unaffordability of OA fees for Global South countries

description: The public budget for science funding is constantly under pressure around the globe. However, the scientific production remains very uneven, with clear consequences for how knowledge is produced and circulated. Here, we calculated the publication costs for countries, estimating how many can afford Article Processing Charges (APC) based on their public investment on science. Although the US has the greatest number of publications, China has the highest growth rate, and Japan the highest value invested per publication. Importantly, only 21 % of the countries can afford APCs. The difference in global investment in R&D and the unpractical fees charged by journals increase inequality in science, pushing poor countries to publish in lower-impact and predatory journals.
DOI: 10.6084/m9.figshare.9962552.v1
title: Occurrence points of red panda.xlsx

description: Occurrence points of red panda collected from Langtang National Park and Ilam district, Nepal
DOI: 10.17632/ndtmckn5vh
title: Replication files for: "Commodity prices and labour market dynamics in small open economies"

description: The codes supplied allow replication of the figures and tables in "Commodity prices and labour market dynamics in small open economies." For details, we refer to the readme file. In order to run the programs you need to have: - Matlab (including optimization toolbox) - Dynare - IRIS toolbox
DOI: 10.6084/m9.figshare.1580073.v2
title: Efficient control chart calibration by simulated stochastic approximation

description: ABSTRACTThe accurate determination of control limits is crucial in statistical process control. The usual approach consists in computing the limits so that the in-control run-length distribution has some desired properties; for example, a prescribed mean. However, as a consequence of the increasing complexity of process data, the run-length of many control charts discussed in the recent literature can be studied only through simulation. Furthermore, in some scenarios, such as profile and autocorrelated data monitoring, the limits cannot be tabulated in advance, and when different charts are combined, the control limits depend on a multidimensional vector of parameters. In this article, we propose the use of stochastic approximation methods for control chart calibration and discuss enhancements for their implementation (e.g., the initialization of the algorithm, an adaptive choice of the gain, a suitable stopping rule for the iterative process, and the advantages of using multicore workstations). Examples are used to show that simulated stochastic approximation provides a reliable and fully automatic approach for computing the control limits in complex applications. An R package implementing the algorithm is available in the supplemental materials.
DOI: 10.6084/m9.figshare.19949474.v1
title: Data for Heap et al. (JGR: Solid Earth)

description: This Excel file contains the mechanical and permeability data for "The permeability of porous volcanic rock through the brittle-ductile transition" (JGR: Solid Earth). The paper is authored by Heap, Meyer, Noël, Wadsworth, Baud, and Violay.
DOI: 10.17632/kv6hf5r8rv
title: Phonological Analysis of Arabic Diphthongs in Defective Verbs

description: Arabic diphthongs in defective verbs have several phonological rules, sound and segment changes. The data includes some tables and rules that explain the processes. The data provided are based on Chomsky and Halle (1968) theory called generative phonology, as well as Crowley (1987) that studied the change of sound. Other researchers may study the data in order to compare the Arabic defective verbs that have diphthong sounds with the other languages' diphthong.
DOI: 10.6084/m9.figshare.14501205.v1
title: TCGA.zip

description: Gene expression data set, originally acquired in the scope of the TCGA-BRCA program.We downloaded raw expression counts of primary tumor tissue and corresponding metadata information from the NCI Genomic Data Commons public database.From the downloaded data, we removed all samples without PAM50 subtype assignment in the metadata.We further filtered genes that had less than 60 read counts in more than 30 percent of a class' samples and applied TMM normalization with subsequent log2-transformation.The final data set contains 1,090 samples and 20,950 genes.