cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25939258.v2
title: database for the rural atlas of chile.

description: The dataAtlas, Rurality, Clúster, Affinity Propagation, Geographic Information Systems stored below are associated with the different characteristics of the rural territories of Chile, to agglomerate territories based on domains and indicators, such as: Demographic, Natural Areas, Productive Sector, Geography and Territory, Accessibility, Culture. These data are the result of different processes, the first one associated to the crossing between geospatial variables (geomorphology, climate, land use, among others) with the selection of rural and mixed districts. The second set of data is related to the data dictionary, this information base (Excel) has the necessary indicators to run the clustering model. Third, the data of the 95 clusters established during the AP clustering process. Fourth, the data on the 34 typologies finally established for the rural territory of Chile are presented.
DOI: 10.6084/m9.figshare.28903028.v1
title: data Robot service failure

description: This study attempts to scrutinise tourists’ switching intention towards human service after robot service failure, with zone of tolerance and trust on stance in technology as biases. The study integrates biases derived from prospect theory and the unified theory of acceptance and use of technology as a conceptual framework. A total of 330 valid samples are collected through a quantitative approach, with structural equation modelling employed for data analysis.
DOI: 10.6084/m9.figshare.7256072.v1
title: The genus <i>Heimioporus</i> in China

description: Species of <i>Heimioporus</i> (Boletaceae, Boletales) in China are investigated on the basis of morphology and molecular phylogenetic analyses of DNA sequences from the nuc rDNA internal transcribed spacer ITS1-5.8S-ITS2 region and nuc 28S rDNA D1–D2 domains (28S) and translation elongation factor 1-α gene (<i>TEF1</i>). Three species are recognized in China: <i>H. conicus</i>, sp. nov., <i>H. gaojiaocong</i>, sp. nov., and the previously described <i>H. japonicus. Heimioporus xerampelinus</i>, originally described from southwestern China, is synonymized with <i>H. japonicus</i>; specimens from China previously regarded as <i>H. retisporus</i> and <i>H. subretisporus</i> are confirmed to represent <i>H. japonicus</i> and <i>H. gaojiaocong</i>, respectively. A key to the Chinese taxa of the genus is provided. A preliminary biogeographical analysis shows that <i>Heimioporus</i> in East Asia and Southeast Asia/Australia are closely related. <i>Heimioporus japonicus</i> is a geographically widespread species occurring in East Asia and Southeast Asia; however, no taxa common to East Asia and Australia were uncovered.
DOI: 10.17632/zhj366m53p
title: Synthetic Mobile Money Transaction Dataset

description: This dataset comprises synthetic mobile money transaction records, meticulously generated to closely resemble real transaction data for training machine learning models in financial fraud detection. It was produced using the MoMTSim platform, a multi-agent-based simulation specifically tailored to emulate the mobile money financial ecosystem. The simulation inputs are based on real financial data to ensure realism in transaction dynamics. The dataset's fidelity to real-world data has been validated through several statistical methods including the sum of squared errors approach, the Kolmogorov-Smirnov test, and Bland-Altman plots, confirming its accuracy and utility for research and practical applications in detecting fraudulent transactions.
DOI: 10.26188/5c52934b4aeb0
title: PATRON Primary Care Research Data Repository

description: PATRON is a human ethics approved program of research incorporating an enduring de-identified repository of Primary Care data facilitating research and knowledge generation. <br>PATRON is a part of the 'Data for Decisions' initiative of the Department of General Practice, University of Melbourne. <br><br>'Data for Decisions' is a research initiative in partnership with general practices. It is an exciting undertaking that makes possible primary care research projects to increase knowledge and improve healthcare practices and policy. <br><br>Principal Researcher: Jon EmeryData Custodian: Lena SanciData Steward: Douglas BoyleManager: Rachel Canaway<br>More information about Data for Decisions and utilising PATRON data is available from the Data for Decisions website.
DOI: 10.6084/m9.figshare.19329293.v1
title: raw_data

description: Sequencing data for plasma samples and data downloaded from databases exoRbase and TCGA were included. Another file contains code for data download, WGCNA ,ROC and prognostic analysis
DOI: 10.6084/m9.figshare.28776104.v2
title: [Old] Variant-level odds ratios for 18 phenotypes

description: This dataset is no longer available. See the updated dataset here: http://doi.org/10.6084/m9.figshare.29143331.
DOI: 10.6084/m9.figshare.28926695.v1
title: Heat Storage Pattern Linked to the Atlantic Meridional Overturning Circulation Slowdown

description: The Atlantic Ocean has absorbed ~30% of Earth’s excess heat under anthropogenic warming and witnessed enhanced warming since the mid-20<sup>th</sup> century. Yet, mechanisms governing the Atlantic warming, particularly the role of Atlantic Meridional Overturning Circulation (AMOC), remain uncertain. Through ocean-only and coupled model experiments, we confirm the key role of the weakened AMOC in the enhanced Atlantic heat storage. Physically, the reduced poleward heat transport of AMOC causes an additional heat pile-up in the 15°S-45°N regions with a lag time of ~10 years. Based on this dynamical linkage, we propose that the regional enhanced heat storage in the 15°S-45°N Atlantic relative to the global average serves as a fingerprint for the long-term AMOC change. The observed heat storage indicates an overall AMOC slowdown by only 1.31±0.39 Sv since the 1950s. Considering the pronounced natural variability, this weak anthropogenic AMOC slowdown probably has not emerged yet.
DOI: 10.17632/9ccz5vsxhd
title: Indian Currency Dataset

description: 514 images of Indin currencies Four classes of images - Rs 10, Rs 20, Rs 50, Rs 100 currencies
DOI: 10.17632/dtpvpk8fvt
title: LINF_150023360

description: Presenilin-like aspartic peptidase; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.1568082.v2
title: A Subsampled Double Bootstrap for Massive Data

description: The bootstrap is a popular and powerful method for assessing precision of estimators and inferential methods. However, for massive datasets that are increasingly prevalent, the bootstrap becomes prohibitively costly in computation and its feasibility is questionable even with modern parallel computing platforms. Recently, Kleiner and co-authors proposed a method called BLB (bag of little bootstraps) for massive data, which is more computationally scalable with little sacrifice of statistical accuracy. Building on BLB and the idea of fast double bootstrap, we propose a new resampling method, the subsampled double bootstrap, for both independent data and time series data. We establish consistency of the subsampled double bootstrap under mild conditions for both independent and dependent cases. Methodologically, the subsampled double bootstrap is superior to BLB in terms of running time, more sample coverage, and automatic implementation with less tuning parameters for a given time budget. Its advantage relative to BLB and bootstrap is also demonstrated in numerical simulations and a data illustration. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.19361678.v3
title: 3D territories of Willow Warblers (data) and R script MCP

description: Dataset includes the following information: males - color ring combination of each male, X - longitude (relative in meters), Y - latitude (relative in meters), Z - height of the bird position in a biotope.R script MCP estimates minimal convex polygons of neighboring territories with/without overlap and plot two MCPs on the same graph.
DOI: 10.6084/m9.figshare.24191067.v2
title: <b>Curcumin Film-Forming Topical Spray</b>

description: · Innovative herbal-based drug delivery systems for enhanced topical wound management. Our cutting-edge approach to drug delivery leverages herbal compounds, specifically designed for patient-centric focus.· Unveiling the anti-inflammatory potential of curcumin compounds through <i>in silico </i>analysis of Curcumin compounds, shedding light on their therapeutic potential.· Paving the way for commercial success: Non-Irritant film-forming product with exceptional prospects. Our non-irritating film-forming product has demonstrated immense promise for commercialization in the healthcare industry.
DOI: 10.17632/98cy5y9zb2
title: Agricultural Production and Economic Growth

description: Data on Agricultural Production, measures by agricultural production index, Economic Growth, Population Growth, Population among other variables
DOI: 10.17632/n4nx6x999v
title: Perseus Metis Data

description: Metis is a plugin for the Perseus software for analysing quantitative multi-omics data based on metabolic pathways.
DOI: 10.6084/m9.figshare.11954667.v1
title: Data and analysis script for "Effective dimensionality: A tutorial"

description: Data and R script for the illustrative analyses reported in: <br><br>Del Giudice, M. (2020). Effective dimensionality: A tutorial. Multivariate Behavioral Research. <br>
DOI: 10.6084/m9.figshare.15314919.v1
title: Supplementary Material for: Symptomatic Nephroptosis of the Transplant: First Report of Diagnostic Workup and Successful Minimal-Invasive Treatment

description: The symptomatic nephroptosis of a kidney transplant is a rare and potentially fatal complication and requires fast diagnosis and treatment. In this report, we describe a case in which intermittent symptomatic hydronephrosis and an increase of the creatinine levels were the leading symptoms of nephroptosis. Moreover, we describe the diagnostic procedures and the successful minimal-invasive treatment. To our knowledge, this is the first report of a symptomatic transplant nephroptosis with consecutive intermittent hydronephrosis and without complications of perfusion solved with a minimal-invasive approach.
DOI: 10.6084/m9.figshare.19424934.v1
title: Additional file 8 of A comparison of transcriptome analysis methods with reference genome

description: Additional file 8.
DOI: 10.6084/m9.figshare.27627483.v1
title: Surge Pricing Dataset-1

description: The dataset contains synthetically generated data about customers willingness-to-pay (WTP) and expectation-to-be-paid (ETP) of service professionals across different time slots in order to compute the optimal surge price for the on-demand services platform.
DOI: 10.6084/m9.figshare.8111183.v1
title: Fitossociologia dos componentes lenhoso e herbáceo em uma área de caatinga no Cariri Paraibano, PB, Brasil - Suplemento digital

description: Esses são os arquivos suplementares contendo os dados brutos do levantamento fitossociológico do componente lenhoso e herbáceo-subarbustivo da caatinga na RPPN Fazenda Almas, no Cariri Paraibano, publicado na revista Hoehnea:<br><b>Lima, J.R., Silva, R.G., Tomé, M.P., Sousa Neto, Queiroz, R.T., Branco, M.S.D. & Moro, M.F. 2019. Fitossociologia dos componentes lenhoso e herbáceo em uma área de caatinga no Cariri Paraibano, PB, Brasil. Hoehnea 46: e792018. http://dx.doi.org/10.1590/2236-8906-79/2018 .</b><br><br> O estudo amostrou plantas lenhosas em 1 ha de caatinga usando como critério de inclusão para árvores e arbustos o perímetro ao nível do solo de 9 cm (quando a árvore se ramificava logo ao sair do solo, os vários perímetros dos caules múltiplos foram registrados separados por uma barra - eg. 9/12/10). Para o componente herbáceo foram amostradas 35 parcelas de 1 m<sup>2</sup> durante a estação seca e 35 parcelas de 1 m<sup>2 </sup>durante a estação chuvosa. Nas parcelas para plantas herbáceas, foram contados o número de indivíduos herbáceos-subarbustivos e a porcentagem de cobertura de cada espécie dentro de cada parcela. Ao final, calculamos a porcentagem de cobertura de solo de cada espécie presente nas parcelas. Durante a época chuvosa, a soma de todas as porcentagens de cobertura supera 100% porque muitas plantas crescem umas sobre as outras. Além do levantamento fitossociológico do componente lenhoso e do componente herbáceo nas estações seca e chuvosa, o artigo também reporta espécies registradas apenas no levantamento florístico e coletadas férteis na área de pesquisa. Para mais detalhes, consulte o artigo.<br>
DOI: 10.17632/byj9nppgww
title: Mobile Phone Disposal

description: Lack of proper disposal routes and infrastructure in Africa is the primary cause of low e-waste recycling (Grant & Oteng-Ababio 2016). A number of studies have examined existing and desired e-waste disposal options (Maes, & Preston-Whyte, 2022; Bimir, 2020; Oteng-Ababio & Grant, 2020) and concluded that providing WMPs disposal mediums will result in a considerable increase in WMPs disposal and recycling rates. However, this proposal ignores the population's hoarding and clutter behavior, which have a substantial impact on disposal rates (Nowakowski, 2019; Nasir, 2017). This study used students at the University of Education in Winneba, Ghana, as a case study to assess the effects of hoarding and cluttering of WMPs in Ghana if disposal alternatives are accessible. Students were chosen as a research group due to the high percentage of mobile phone users among them, as well as the fact that they represent a wide range of socioeconomic groups from all around Ghana. 
All undergraduate students at the three campuses of the University of Education, Winneba (UEW) in the Winneba municipality comprised the study's target group. The study team had access to WhatsApp on behalf of the 6200 Social Science Faculty students, making them the accessible population. With the assistance of the platform administrators, a digital questionnaire was created and uploaded on the students' WhatsApp accounts. Because WhatsApp is the most popular and widely utilized method of information transmission among students on campus, it was chosen as the platform for the distribution of the questionnaire. The study team invited administrators of the students' WhatsApp platforms to upload the electronic questionnaire each morning and evening throughout the one-week data gathering period. A total of 526 respondents had completed the internet survey by the conclusion of the week.
DOI: 10.17632/pc79byc827
title: Supplemental data

description: Supplemental Tables and figures of publihed manuscript
DOI: 10.6084/m9.figshare.13303091.v1
title: Urban spatial metrics for Metropolitan Statistical Areas in the U.S. from 1910 to 2010

description: Urban spatial metrics for U.S. Metropolitan Statistical Areas (MSAs), from 1910 to 2010 in 5-year intervals, describing size, density, shape and structure of urban spaces within 2010 MSA boundaries.<br>This dataset represents supplementary information to the publicationUhl, J.H., Connor, D.S., Leyk, S. <i>et al.</i> A century of decoupling size and structure of urban spaces in the United States. <i>Commun Earth Environ</i> <b>2, </b>20 (2021). https://doi.org/10.1038/s43247-020-00082-7<br>Source data: Historical Settlement Data Compilation for the United States (HISDAC-US), see https://dataverse.harvard.edu/dataverse/hisdacus.
DOI: 10.6084/m9.figshare.19682208.v2
title: Supplementary Material 1

description: Supp Mat 1
DOI: 10.6084/m9.figshare.20311524.v6
title: Greta Thunberg's Twitter data mining & Frame Analysis

description: Bigrams, words frequency, frame and engagement analysis of the tweets published by Greta Thunberg between 2019 and 2022.
DOI: 10.6084/m9.figshare.22187722.v1
title: SEM data

description: raw SEM data_data
DOI: 10.6084/m9.figshare.28827722.v1
title: RAW dataset and original uncropped images

description: The research highlights the synergistic effect of dBP and HL-cPRP, offering a promising strategy for enhancing bone repair.
DOI: 10.6084/m9.figshare.29143292.v1
title: The bottom-up effects of plants on temporal stability of herbivore communities under extreme drought and nitrogen addition

description: The data of paper "The bottom-up effects of plants on temporal stability of herbivore communities under extreme drought and nitrogen addition".
DOI: 10.17632/3m878pzf7j
title: Ge’ez Language Homophonic Words Sense Disambiguation (WSD) Dataset : Contextual Word Disambiguates of Ge’ez Language with Homophonic Using Machine Learning

description: This dataset has three columns: the first column is named as text, the second column is named as class and the third column is named as homophonic word. The text column contains 1010 text samples for 10 pairs of homophonic Ge'ez words: ነስሐ and ነስኀ, ሐየሰ and ኀየሰ, ጸመመ and ፀመመ, ቀሰመ and ቀሠመ, ሐደመ and ሀደመ, መሀረ and መሐረ, ኀለየ and ሐለየ, መልአ and መልዐ, and ፈጸመ and ፈፀመ, ሠርሐ and ሰርሐ. The sample is a sentence that contains homophonic words. The class column contained the contextual meaning(sense) of the homophonic word in the given sample. The homophonic column contains the identified homophonic word in the given sample. The contextual meaning of words is determined by based on Akalewold Kiflie dictionary
DOI: 10.17632/7wg2r6v79w
title: Data cyberbullying, resilience and depression

description: This data were from a study regarding cyberbullying victimization, resilience and depression among university students in Saudi Arabia. The data are valuable as it shows the trend of cyberbullying behaviour among university students and it relates to psychological problems such as depression. However, having resilience can buffer this negative effect. Results showed significant positive correlations between cyberbullying victimization and depression, and a significant negative correlation between resilience and depression. This means that if students have higher resilience, they obtain lower scores in depression.
DOI: 10.17632/bg3zt4t5t9
title: Dataset for the manuscript titled 'Serosurveillance identifies Bourbon virus neutralizing antibodies in bobcats, coyotes, and red foxes in Missouri'

description: Bourbon virus (BRBV) is an emerging pathogen that can cause severe and fatal disease in humans. BRBV is vectored by Amblyomma americanum (lone star ticks), which are widely distributed across the central, southern, and eastern United States. This dataset describes wild animal species captured in two locations close to St. Louis Metro area and their corresponding BRBV neutralizing activity in serum illustrated by IC50 and IC90 values and their capture sites.
DOI: 10.6084/m9.figshare.8092385.v1
title: INTERNATIONALIZATION FROM DIFFERENT LOCI OF ENUNCIATION: CONCEPTS BY THE PROFESSIONAL CURRICULUM PRACTITIONERS

description: ABSTRACT The internationalization of education has received different definitions and approaches among countries, higher education institutions (HEIs) and other agents (KNIGHT, 2003; 2004). Some authors, however, have identified certain "misconceptions" (DE WIT, 2011) and "myths" (KNIGHT, 2011) regarding the concepts that permeate the idea of internationalization of education, and they point out possible risks and undesirable consequences of this process. For this reason, it is in urgent need to critically discuss the different definitions that internationalization might receive (AZEVEDO, 2014), especially the perspectives of the practitioner subjects (CERTEAU, 2009) of the curriculum, which is the main objective of this study. The present research attempted to investigate the concepts of internationalization negotiated by social actors of the internationalization process in HEIs, namely the public servers of the Brazilian Federal Network of Professional, Scientific and Technological Education (RFEPCT). Furthermore, the study brings these interpretations in dialogue with those by academics from the area. For this purpose, a semi-structured questionnaire was applied to RFEPCT public servers with different positions and functions, representing, as far as possible, the five geographic regions of Brazil. The study also had a literature review of the main theoretical models, as well as of the debate about the internationalization process of HEIs from a critical base. The data from the questionnaires were analyzed qualitatively, and the discussion is presented in dialogue with the studies on internationalization.
DOI: 10.17632/5vg6w3yzmy
title: Supplemental Tables - Top Authors in Dermatology: Comparisons of Standardized Database Citation Indicators

description: Supplemental Tables - Top Authors in Dermatology: Comparisons of Standardized Database Citation Indicators. Data derived from Baas, Jeroen; Boyack, Kevin; Ioannidis, John P.A. (2020), “Data for "Updated science-wide author databases of standardized citation indicators"”, Mendeley Data, V2, doi: 10.17632/btchxktzyw.2 Supplemental Table 1: Top 50 Dermatology Authors by 2019 Career-Long Metrics, Excluding Self-Citations. Supplemental Table 2: Top 50 Dermatology Authors by 2019 Single-Year Metrics, Excluding Self-Citations. Supplemental Table 3: Top 50 Dermatology Authors by 2019 Career-Long Metrics, All Citations Including Self-Citations. Supplemental Table 4: Top 50 Dermatology Authors by 2019 Single-Year Metrics, All Citations Including Self-Citations.
DOI: 10.6084/m9.figshare.1568573.v4
title: Transcriptomic analysis of skeletal muscle from beef cattle exposed to illicit schedules containing dexamethasone: identification of new candidate biomarkers and their validation using samples from a field monitoring trial

description: Growth promoters (GPs) such as the glucocorticoid dexamethasone (DEX) and the β-adrenergic agonist clenbuterol (CLEN) are still used abusively in beef cattle production. Transcriptomic markers for indirect detection of such GPs have been discussed in either experimentally treated animals or commercial samples separately. In the present study we examine the transcriptomic signature of DEX alone or in combination with CLEN in skeletal muscle of experimentally treated beef cattle, and, furthermore, compare them with previously screened commercial samples from a field-monitoring study, as well as with proteomics data representing the same set of samples. Using DNA microarray technology, transcriptomic profiling was performed on 12 samples representing three groups of animals: DEX (0.75 mg/animal/day, <i>n</i> = 4), a combination of DEX (0.66 mg/animal/day) and CLEN (from 2 to 6 mg/animal/day, <i>n</i> = 4) and a control group (<i>n</i> = 4). Analyses showed the differential expression of 198 and 39 transcripts in DEX and DEX–CLEN groups, respectively. Both groups had no common modulated genes in between, neither with the proteomics data. Sixteen candidate genes were validated via qPCR. They showed high correlation with the corresponding microarray data. Principal component analysis (PCA) on both the qPCR and normalised microarray data resulted in the separation of treated animals from the untreated ones. Interestingly, all the PCA plots grouped the DEX-positive samples (experimental or commercial) apart from each other. In brief, this study provides some interesting glucocorticoid-responsive biomarkers whose expression was contradictory to what is reported in human studies. Additionally, this study points out the transcriptomic signature dissimilarity between commercial and experimentally treated animals.
DOI: 10.6084/m9.figshare.22274767.v1
title: A large-scale CHP system

description: A large-scale CHP system with a 69 node heat network and IEEE 118 bus power network.
DOI: 10.6084/m9.figshare.24320974.v1
title: Data of Figures in “<b>Unveiling Value Patterns via Deep Reinforcement Learning in Heterogeneous Data Analytics</b>”

description: Data of Figures in Paper "<b><i>Unveiling value patterns via deep reinforcement </i></b><b><i>learning in heterogeneous data analytics</i></b>"<i>https://doi.org/10.1016/j.patter.2024.100965</i><br><br><b>Note:</b> The file named "Figure5b-e", "Figure6a" and "Figure6b" are corresponding to the Figure 6, Figure7a and Figure7b in the final version of the article.<br>