cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wb5pm43w7b
title: Fatores influentes no sucesso de MPES no agronegócio: Uma proposta de ações

description: Nesse documento constam todos os apêndices descritos na dissertação intitulada: "Fatores influentes no sucesso de MPES no agronegócio: Uma proposta de ações".
Apendice A - Tabela 1 - Referências
Apendice B - Tabela 1 - Fatores facilitadores
Apendice B - Tabela 2 - Fatores barreiras
Apendice B - Tabela 3 - Fatores facilitadores (Grupo 0)
Apendice C - Tabela 1 - Ações sobre fatores
Apendice C - Tabela 2 - Plano sobre ações
Apendice D - Tabela 1 - Análise comparativa
Apendice E - Tabela 1 - Matriz cruzada
Apendice E - Tabela 2 - Respostas das aplicações
DOI: 10.17632/xrvvtdr2t7
title: Bengali NER dataset

description: The dataset was collected from various Bengali online news portals. Words in the text were categorized into eight classes: B-PER, I-PER, B-LOC, I-LOC, B-ORG, I-ORG, O, and TIM. The dataset is organized into two CSV files. One file contains the tagged data with three columns: Sentence Number, Word, and Tag. This file includes tagged tokens from 10,000 sentences, totaling 146,327 words. The other file contains the original data sentences as well as augmented data sentences created using two methods: back-translation and paraphrasing. This file includes four columns: sentence_number, original_sentence, back_translation, and paraphrasing. The total size of the dataset is 9,611 KB, and it can be downloaded using the provided link.
DOI: 10.17632/zkwgkjkjn9
title: MultimodalGasData: Multimodal Dataset for Gas Detection and Classification

description: The MultimodalGasData provides simultaneous measurements taken using seven different Gas Sensors and images taken using a Thermal Camera. Two different gases are considered, and a dataset is created for four classes – No Gas, Perfume, Smoke and Mixture of Perfume and Smoke.  The dataset is collected using the seven different metal oxide gas sensors, MQ2, MQ3, MQ5, MQ6, MQ7, MQ8, MQ135 and a thermal imaging camera. The dataset consists of numerical values taken from gas sensors and images taken using a thermal camera.
DOI: 10.17632/ys392vcp9h
title: Intrapancreatic autologous stem cell therapy for type 1 Diabetes

description: Title: Intrapancreatic autologous stem cell therapy for type 1 Diabetes
Introduction: Type 1 diabetes, also known as juvenile diabetes or insulin-dependent diabetes, is a chronic autoimmune condition in which the pancreas makes little or no insulin leading to resultant hyperglycemia. The incidence of type 1 diabetes in India is 0.26/1000 children. The disease is treated by insulin injection and islet cell transplantation which are the FDA approved treatments at present. Since stem cells given intravenously achieve a low concentration in the pancreas, I developed a novel technique of implanting the stem cells directly into the pancreas through its arterial blood supply. 
Materials and methods: Last 5 years I treated 25 patients of Type 1 diabetes with autologous intrapancreatic stem cell therapy and in the same period, a group of 26 patients of Type 1 diabetes with conventional treatment of Insulin injections was put as a control group. Stem cells were harvested from patients own bone marrow separated by density gradient method and from Omental fat digested enzymatically by type 1 collagenase enzyme. An infusion of 20 mg/kg methylprednisolone in 100 ML normal saline given intravenously over 1 hour prior to the therapy. The total average numbers of cells harvested were 8.86 × 107. 
Results: The minimum follow up was 6 months and maximum of 5 years. In the therapy group, the average weight gain after one year of therapy, daily requirement of Insulin and its drop after therapy, drop in HbA1c levels, drop in fasting and post prandial blood sugar, rise of C peptide levels and drop in Anti-GAD antibody titer were measured and was found to be statistically highly significant. The same parameters were measured in control group and were not significant statistically. There were a few side effects noted after stem cell therapy such as mild skin rash, nausea, and pain in abdomen. 
Discussion: When stem cells are given intravenously, majority are engulfed by lungs and only a small fraction is delivered to the pancreas. When injected intapancreatically through its arterial blood supply, due to the larger size and irregular shape of stem cells, they are retained in tissue spaces and do not escape from venous side thus achieving far higher concentration in pancreas compared to intravenous route. 
Conclusions: Intrapancreatic Stem cell therapy for Type 1 diabetes is safe, affordable and effective. We need a greater number of cases and a longer follow up to make it even better. 
Keywords: Intrapancreatic Stem cell therapy for type 1 diabetes, Type 1 diabetes, Stem cell therapy, Stem cell therapy for type 1 diabetes, Reversal of autoimmunity in type 1 diabetes by stem cell therapy etc.
DOI: 10.6084/m9.figshare.29070197.v1
title: Baseline data on Student Engagement in Learning _Role of SC_ EQ_ TS and TAS.xlsx

description: This dataset is related to student cohesiveness, equity, teacher support, teacher autonomy support and student engagement (behavioural, cognitive, emotional and agentic) collected from Rwandan secondary school students. It is delivered from a study which examined how classroom environment of student cohesiveness, equity, teacher support and teacher autonomy support predicts Behavioural Engagement (BE), Cognitive Engagement (CE), Emotional Engagement (EE) and Agentic Engagement (AE) of secondary school students. Data was collected from 305 students (150 males and 155 females). The four subscales (Student Cohesiveness: 8 items, Equity: 8 items, Teacher Support: 8 items) of What Is Happening In this Class (WIHIC) questionnaire, with a rating scale ranging from 1 to 5, where 1 = almost never and 5 = almost always; a short form of the Learning Climate Questionnaire (15 items on a 5-point Likert-type scale ranging from 1 = strongly disagree to 5 = strongly agree, with an intermediate score of 3 (neutral).), and Student engagement Questionnaire (BE: 5 items; CE: 4 items; EE: 5 items and AE: 7 items, all answered on a 5-point Likert-type scale ranging from 1 = strongly disagree to 5 = strongly agree, with an intermediate score of 3 (neutral).) were used to collect data.
DOI: 10.17632/cdgc2fkxrj
title: Properties of sustainable eco-friendly concrete made with pulverized pond ash: A feasibility study

description: Authors declares all necessary data and materials are available and mentioned in the manuscript.
DOI: 10.6084/m9.figshare.22723748.v1
title: GSM537686_BI.Pancreatic_Islets.H3K9me3.pancreatic_islets_normal_0_0_00.bw

description: GSM537686_BI.Pancreatic_Islets.H3K9me3.pancreatic_islets_normal_0_0_00.bw bw file called
DOI: 10.6084/m9.figshare.26928256.v1
title: Data associated with "Increasing phylogenetic clustering of arbuscular mycorrhizal fungal communities in roots explains enhanced plant growth and phosphorus uptake

description: Temporal aspects of the assembly of arbuscular mycorrhizal (AM) fungal communities within plant roots have been posited as critical drivers of the plant-fungal symbiotic outcomes. However, the functional implications of these dynamics remain poorly understood. We conducted a controlled pot experiment with <i>Sorghum bicolor</i> to investigate how temporal shifts in AM fungal community composition and phylogenetic diversity influence plant growth and phosphorus responses to the symbiosis. We characterised the root-colonising AM fungal communities across three time points. Joint species distribution modelling with Hierarchical Modelling of Species Communities (HMSC) framework revealed a strong phylogenetic signal, indicating that temporal changes in AM fungal communities were closely linked to their phylogenetic relatedness. The temporal phylogenetic clustering of AM fungal communities coincided with marked increases in plant biomass and phosphorus responses to the AM fungal symbiosis, suggesting that host filtering of specific fungi was a key determinant of these benefits. Our findings provide compelling evidence that the temporal phylogenetic structuring of AM fungal communities, driven by host-mediated environmental filtering, is important in shaping the functional benefits conferred by the symbiosis. This study advances our understanding of the ecological mechanisms underpinning AM fungal community assembly and their implications for plant performance.
DOI: 10.6084/m9.figshare.28911995.v1
title: Video_3 S7BI 14nm_500ns_0.6_2STEP_FisB_z.mp4

description: Video_3 S7BI 14nm_500ns_0.6_2STEP_FisB_z.mp4
DOI: 10.17632/ch9y7gtjp9
title: Data for "Subducted serpentinite contributes to the formation of arc lavas with heavy Mo isotopic composition"

description: Raw data for all figures in the manuscript "Subducted serpentinite contributes to the formation of arc lavas with heavy Mo isotopic composition". It includes measured trace element compositions for the USGS rock standards W-2a and BHVO-2 in this study (Table S1); Measured Mo contents and isotopes for NIST 3134, seawater and AGV-2 in this study (Table S2); The peak pressure-temperature conditions, major-trace element contents and Mo isotopic compositions of the studied serpentinites, high-pressure meta-serpentinite veins and meta-peridotites (Table S3); Summary of input parameters for the mixing calculations to understand how much subducted serpentinite or associated fluids are added to the mantle source of arc lavas with heavy Mo isotopes (Table S4).
DOI: 10.6084/m9.figshare.16602314.v4
title: Source Data

description: Source data underlying all figures
DOI: 10.6084/m9.figshare.27998657.v1
title: Supplementary Material for: Efficacy and safety of Tumour necrosis factor inhibitors, Interleukin-17 inhibitors, and Janus kinase inhibitors in patients with non-radiographic axial spondyloarthritis: A systematic review and network meta-analysis

description: Abstract:
Introduction: To systematically assess the efficacy and safety of tumour necrosis factor inhibitors (TNFi), interleukin-17 inhibitors (IL-17i) and Janus kinase inhibitors (JAKi) in patients with non-radiographic axial spondyloarthritis (nr-axSpA).
Methods: A systematic literature search was conducted in Pubmed, Embase, Web of Science and the Cochrane Register of Clinical Trials to find randomized controlled trials (RCTs) in patients with nr-axSpA published until June 2023, by two reviewers independently. Data extraction was carried out by two independent investigators. Stata 17.0 software and Review Manager 5.3 software were used to perform the data analysis. The results for binary and continuous variables were expressed as the values of odds ratio (OR) and mean difference (MD) and their 95% confidence interval (CI), respectively. 
Results: A total of 10 RCTs involving 2,418 participants were included in the analysis. The efficacy rankings were: certolizumab pegol (CZP) 200 mg every 2 weeks (Q2W) &gt; CZP 400 mg every 4 weeks (Q4W) &gt; golimumab (GOL) &gt; bimekizumab (BKZ) &gt; adalimumab (ADA) &gt; upadacitinib (UPA) &gt; etanercept (ETN) &gt; brodalumab (BRO) &gt; ixekizumab (IXE) &gt; secukinumab (SEC) 150 mg no loading (NL) &gt; SEC 150 mg loading dose(LD) &gt; placebo (PBO) for Assessment of SpondyloArthritis international Society response criteria for 40% improvement (ASAS40); GOL &gt; CZP 400 mg Q4W&gt; BKZ &gt; ADA &gt; UPA &gt; CZP 200 mg Q2W &gt; ETN &gt; BRO &gt; SEC 150 mg NL &gt; SEC 150 mg LD &gt; PBO for Assessment of SpondyloArthritis international Society response criteria for 20% improvement (ASAS20). Except for BRO, all treatments resulted in a significant improvement in ASAS40 compared with PBO. In terms of safety, the ranking was: GOL &gt; ADA &gt; PBO &gt; UPA &gt; SEC 150 mg NL &gt; BKZ &gt; IXE &gt; SEC 150 mg LD &gt; ETN &gt; CZP 200 mg Q2W for adverse events (AE). There was no statistical difference in serious adverse events (SAE) among all drugs compared to PBO. 
Conclusions: Most TNFi could be more effective than JAKi and IL-17i. The safety of the therapies is generally good. However, the efficacy and safety of TNFi/IL-17i/JAKi remains to be further analyzed in studies with larger sample size and longer follow-up times.
Trial registration: This study has been registered in the International Prospective Register of Systematic Reviews (PROSPERO), with a registration number of CRD42023423725.
DOI: 10.6084/m9.figshare.9724244.v1
title: raw data.xlsx

description: Data set for plantar pressure and stabilometry
DOI: 10.17632/szv5dymjzj
title: SM_Image_Dataset

description: This is the real time dataset of images. For dataset, we have prepared a questionnaire with the help of a Psychological counselor. After that, we interviewed 75 subjects aged ranges from 18-22 in a one-to-one manner. To record the video, we used a study table, selfie stick, and mobile phone properly adjusted. After that using Python code we converted the video into images. Dataset contains an emotions of students aged between 18-22. Dataset contains 392 labelled sample images of different emotions like Neutral, Happy, Angry, Sad, Disgust, Surprised and Fear. This dataset is useful to researchers in emotion recognition, sentiment analysis etc.
DOI: 10.6084/m9.figshare.29002478.v2
title: 2.5. X1 Cronbach's Alpha Pre-test (Ouput Data) - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Pre-test analysis X1 variable (doomscrolling) results using IBM SPSS Statistics 26 for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.17632/3v4cgswbm5
title: Nodule and sediment data from the Central Basin of the South China Sea

description: Supplementary tables 1-5: Measured data for 9 samples and standard samples of ferromanganese nodules from the Central Basin of the South China Sea and 10 samples and standard samples of sediments.
DOI: 10.17632/skg3w6yxhc
title: Tomato bacterial wilt severity identification dataset

description: Hyperspectral dataset of tomato plants at different bacterial wilt levels. The hyperspectral images were acquired by using a Specim IQ camera (Specim Ltd., Oulu, Finland)
Tomato bacterial wilt severity was usually assessed by visual inspection of the percentage of wilted leaves. In this experiment, it was classified as: level 0, healthy; level 1, infected but no obvious symptoms of wilting; level 2, infected and 1-33% of leaves wilting; level 3, infected and 34-66% of leaves wilting; level 4, infected and 67-100% of leaves wilting. The infected tomato plants were artificially inoculated in the greenhouse.
Two hyperspectral images are given for each bacterial wilt level along with their corresponding RGB images.  In addition, the hyperspectral images are given in .tif format, which can be processed directly in matlab.
DOI: 10.17632/vfj32bpjsf
title: Indonesian Local Script Characters

description: Indonesia has various writing systems that related deeply to different local cultures. This dataset contains handwritten images of each character of 9 different local scripts in Indonesia. The scripts include Balinese script, Batak script, Javanese script, Kawi (old Javanese) script, Jawi (Acehnese) script, Lontara script, Pallawa script, Rencong (Lampung) script, and Sundanese script.
DOI: 10.6084/m9.figshare.28735838.v1
title: PLOS2

description: datdaaaaaaaa
DOI: 10.17632/by6sgy8rcb
title: Romantic Attachment and Support Adequacy in New Mothers

description: This dataset was analyzed for a doctoral research project examining the relationship between attachment and support perceptions in new mothers. Cross-sectional measures are recorded in an SPSS file (study 1), and experience sampling data is recorded in a STATA file (study 2). This paper has been published in the journal of social psychology.
DOI: 10.17632/r4vbkhgxx3
title: ACM dataset for experimental assessment of semantic similarity methods

description: This dataset collects data about ACM Transactions on Database Systems (TODS) and ACM Transactions on Information Systems (TOIS) papers published from January 1997 to July 2017. The dataset can be used for experimental evaluation of semantic similarity methods. The dataset has been also used to assess the performance of the SemSimp semantic similarity method.
DOI: 10.6084/m9.figshare.27851463.v1
title: Data

description: Data for published paper.
DOI: 10.6084/m9.figshare.28828022.v1
title: Color Feature Analysis for Emotional Expression in Maps

description: Color plays a central role in conveying map-related emotions, enhancing both expressiveness and user experience. This study focuses on map color characteristics, exploring the relationship between colors and emotions through qualitative and quantitative analyses.
DOI: 10.6084/m9.figshare.7218734.v2
title: Data for Social Success of Perfumes

description: Data for a paper "Social Success for Perfumes"
DOI: 10.6084/m9.figshare.7594730.v1
title: Iberian Roma dataset

description: 33 Iberian Roma samples genotyped with Affymetrix Axiom® Genome-Wide Human Origins 1 array.
DOI: 10.17632/9b5rtydnpk
title: A Comparison of Biodemographic and Psychosocial Dimensions of Life History Theory in Incarcerated Offenders and Men in Dangerous Professions

description: The data files submitted here are related to the research, in which we compared psychosocial and biodemographic indicators of life history strategies of incarcerated offenders (N=84) and men in dangerous professions (N=117) working as firefighters (N =85, the first 85 items in the dataset) and soldiers (N =32, the last 32 items in the dataset). We hypothesized that there would be differences in life history strategies employed by these two groups of subjects and we also expected that biodemographic and psychosocial life history indicators used in the study would correlate with each other as, according to life history theory, they are reflections of one consistent life history strategy. We used two questionnaires: the Mini-K used to assess psychosocial aspects of life history strategy and the questionnaire we created to measure biodemographic life history variables such as age of the subjects’ parents at the appearance of their first child, number of biological siblings and step-siblings, intervals between subsequent mother’s births, age at sexual onset, having children, age of becoming a father, number of offspring, number of women with whom the subjects have children and life expectancy. The research on the inmates took place in medium-security correctional institution. Firefighters and soldiers participated in the study in their workplaces. All subjects were completing questionnaires in a paper-and-pencil version. Participation was voluntary and anonymous. The results showed that the inmates tended to employ faster life history strategies than men in dangerous professions, but this regularity only emerged in relation to biodemographic variables. There were no intergroup differences in the context of psychosocial indicators of LH strategy measured by the Mini-K. Moreover, the overall correlation between the biodemographic and psychosocial LH indicators used in this study was weak. Thus, in our study biodemographic indicators seemed to reliably reflect life history strategies of the subjects, in contrast to psychosocial variables. All statistical analysis was performed using SPSS and Statistica. Raw data as well as encoded data in SPSS format are attached.
DOI: 10.6084/m9.figshare.23692353.v1
title: Raw 3D root reconstructions from Li and Liu et al.

description: Raw 3D root reconstructions from Li and Liu et al.
DOI: 10.6084/m9.figshare.24921636.v1
title: A Military Audio Dataset for Situational Awareness and Surveillance

description: Training metadata for MAD dataset.
DOI: 10.6084/m9.figshare.26058313.v2
title: Association between gut microbiota and metabolic health and obesity status in cats

description: This is the raw data set used in the study on the association between gut microbiota and metabolic health and obesity status in cats.
DOI: 10.6084/m9.figshare.27189729.v1
title: Alignments and tree files

description: Alignments and tree files associated with manuscript
DOI: 10.6084/m9.figshare.3153409.v2
title: MAMEM EEG SSVEP Dataset II (256 channels, 11 subjects, 5 frequencies presented simultaneously)

description: EEG signals with 256 channels captured from 11 subjects executing a SSVEP-based experimental protocol. Five different frequencies (6.66, 7.50, 8.57, 10.00 and 12.00 Hz) have been used for the visual stimulation, and the EGI 300 Geodesic EEG System (GES 300), using a 256-channel HydroCel Geodesic Sensor Net (HCGSN) and a sampling rate of 250 Hz has been used for capturing the signals.<br>Check <b>https://github.com/MAMEM/ssvep-eeg-processing-toolbox </b>for the processing toolbox.
DOI: 10.6084/m9.figshare.9361148.v1
title: PlayeRanks

description: If you use these data cite the following papers: <br><br>- Pappalardo et al., (2019) <b>A public data set of spatio-temporal match events in soccer competitions</b>, Nature Scientific Data 6:236, https://www.nature.com/articles/s41597-019-0247-7<br>- Pappalardo et al. (2019) <b>PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach</b>. ACM Transactions on Intellingent Systems and Technologies (TIST) 10, 5, Article 59 (September 2019), 27 pages. DOI: https://doi.org/10.1145/3343172 <br><br><br>The PlayeRank score of the players in the matches they played. The PlayeRank score indicate, in a range from 0 to 1, how good was that player in that match (0 unforgettably bad, 1 amazing). The score have been computed using the PlayeRank framework, if you use these data please cite the following paper: https://arxiv.org/abs/1802.04987. <br>Each document in the json file has the following fields:<br>- <b>goalScored</b>: the number of goals scored by the player in the match- <b>playerankScore</b>: the PlayeRank score of the player in the match- <b>matchId</b>: the identifier of the match- <b>playerId</b>: the identifier of the player- <b>roleCluster</b>: the role of player in the match, as computed by the PlayeRank framework - <b>minutesPlayed</b>: the minutes played by the player in the match<br>
DOI: 10.17632/p86fm2h39s
title: Concrete Crack images for segmentation

description: This is a concrete crack dataset for segmentation. It is partially from Ozgenel FÇ. Concrete crack segmentation dataset. Mendeley Data 2019; 1: DOI: 10.17632/jwsn7tfbrp.1. and @article{liu2019deepcrack,
  title={DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation},
  author={Liu, Yahui and Yao, Jian and Lu, Xiaohu and Xie, Renping and Li, Li},
  journal={Neurocomputing},
  volume={338},
  pages={139--153},
  year={2019},
  doi={10.1016/j.neucom.2019.01.036}
}