cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p6rfngf7kz
title: The short- and long-term effects of the Great Recession on late-life depression in Europe: The role of area deprivation (additional data)

description: This is additional data for the paper "The short- and long-term effects of the Great Recession on late-life depression in Europe: The role of area deprivation" published in Social Science & Medicine (2022). 

TABLE OF CONTENTS
1 Supplemental Material (.docx)
2 Supplemental Material (.pdf)
3 Stata Do-File (see the remark in the do-file for the reproduction steps)
DOI: 10.6084/m9.figshare.776886.v1
title: Template PDB file

description: Template file from the Protein Data Bank with the ids of the homology models. This file is part of the TB-Drugome workflow execution: http://purl.org/net/tb-drugome-run. See more information here: http://www.wings-workflows.org/drugome/
DOI: 10.17632/4ph73dkg37
title: Compaction analysis results

description: 1. A drawing of the plug with forces acting on to
2. Result gained by varying the taper angle
DOI: 10.6084/m9.figshare.19561288.v1
title: PeerJ Article Supplementary Files

description: The supplementary file (PeerJ Final code and datasets) contains two files. The first file (Datasets) includes the Facebook data collection, Instagram data collection, and Placebo interest Instagram and activity level analysis data. The second file (Code) contains the python code that have been used to retrieve Facebook and Instagram data. The Code file also contains the R script to perform the different kinds of analysis including the Placebo, Boxplots of Instagram and Facebook data, Kruskal Wallis Test, and Paired t test. The Code file also include the analysis for the activity level on Instagram.
DOI: 10.17632/zx96smpcg3
title: Consumer dance identity: the intersection between competition dance, televised dance shows and social media

description: This article employs a theoretical framework, utilizing cultural analysis, to explore how the intersection in the United States between competition dance, televised dance shows, and social media (which will be defined as consumer dance) is affecting the embodiment, pedagogy, and appreciation of dance, and contributing to the objectification and commodification of these dancers. Hegemonic constructions of gender and beauty populate consumer dance, giving birth to identities that are predominately reliant on the sense of sight due to technological changes that have plunged society into a nonstop visual world found on a screen.
DOI: 10.17632/837fkrcd39
title: Treatment Outcome of Retained Bullet After Gunshot Wounds in a Resource-limited Setting: A Retrospective Study

description: A retrospective study was conducted at Al-Nasar Hospital in Ibb, Yemen, on 103 patients with retained gunshot injuries who were brought to the emergency department between January 2004 and December 2020. The study followed the principles of the Helsinki Declaration, and Ibb University's ethics board authorized it (code number: IBBUNI.AC.YEM.2023.108). Before inclusion in this study, participants were informed about the research aims and provided signed consent. Principles treatments including patient stabilization, prophylactic antibiotics, laboratory, and radiologic investigations including radiographic x-ray, ultrasonography investigations, and computed tomography scans performed for all cases.
Inclusion criteria: All patients diagnosed with retained bullet injuries in our emergency department were included in this study.
Exclusion criteria: Patients presenting with pellet-gun, rubber-bullet, and self-inflicted injuries by firearms were excluded. Patients treated in other sentences or those who died before their hospital arrival were also excluded.
Data collection: Demographic characteristics were (age, gender, residency), the main symptom description, time between injury and hospital arrival, the season of injury (i.e., usual time, marriage ceremonies and independence days, and wartime and political rallies), physical examination findings (type, locations), time to hospital arrival, the wound of entry and exit, treatment (surgery or conservative management), surgical procedures offered, surgical findings, need for blood transfusion, hospital stay, postoperative complications, and outcome.
Outcome: The primary outcome was patient survival and postoperative complications occurrence, whereas the secondary outcome was to compare the number of patients affected according to injury seasons and mortality rates according to time to hospital arrival. 
Statistical analysis: The mean ± SD was used for numerical variables, and the frequency (percentage) was used for categorical variables. For numeric data, we used the Mann-Whitney U test, and for categorical data, we used the χ2 test in conjunction with Fisher's exact test. Differences were considered statistically significant when the p-value was less than 0.05. "SPSS (IBM SPSS, version 22, Armonk, New York: IBM Corp) was used to analyze the data."
DOI: 10.6084/m9.figshare.24532951.v1
title: Source Data for Supplementary Note Figures

description: Source Data for Supplementary Note Figures from Bravo et al. 2023.
DOI: 10.17632/n6cvdyfsg4
title: Dataset of the paper: Cascading rupture of large strike-slip fault bends: Evidence from paleoearthquakes in the Xianshuihe Fault Zone, Eastern Tibetan Plateau

description: This dataset includes reports on the Radiocarbon-14 dating results. People who want to use these data in their research must cite this dataset correctly.
DOI: 10.6084/m9.figshare.28105964.v2
title: Assessing health-related quality of life in schizophrenia patients using EQ-5D-5L index: Insight from patients and caregivers

description: In this study, both schizophrenia patients and their family caregivers completed the same EQ-5D-5L instrument. The key difference lies in how they were instructed to fill out the assessment:For Patients (Self-assessment):Patients were asked to evaluate their own health status and quality of lifeThey rated themselves across all dimensions of the EQ-5D-5L based on their personal experience living with schizophreniaFor Family Caregivers (Proxy assessment):Family members were asked to evaluate the patient they care forThey rated the patient's health status and quality of life based on their observations and experience as caregiversImportant note: They were not evaluating their own health statusThe researchers then compared these two sets of responses to understand:How patients perceive their own conditionHow caregivers perceive the patient's conditionAny differences or similarities between these two perspectivesThis dual assessment approach provides valuable insights into how schizophrenia patients and their caregivers might view the same health situations differently or similarly, which can be crucial for improving patient care and support strategies.Note: Permission to use this instrument is requested by visiting the website https://registration.euroqol.org/
DOI: 10.17632/ppkd8fgchk
title: Macroeconomic and financial uncertainty 

description: Monthly frequency data spanning 1960:07 to 2015:4 adopted from Ludvigson, S. C., Ma, S., and Ng, S. (2021). Uncertainty and business cycles: exoge- nous impulse or endogenous response? American Economic Journal: Macroeconomics, 13(4):369–410.
DOI: 10.17632/x6x9p324sx
title: Data for: Testing the dear enemy relationship in fiddler crab species: are there any cost differences to fight with conspecific and heterospecific opponents?

description: Data referring to the article testing the dear enemy effect on conspecific and heterospecific of fiddler crabs
DOI: 10.17632/d3x3s6nkcx
title: Data for: Gamble Evaluation and Evoked Reference Sets: Why Adding a Small Loss to a Gamble Increases Its Attractiveness

description: Data files for Exps 1- 5
DOI: 10.17632/wvjd82fmhm
title: Ceja et al., 2023 - GLN and Dairy Calf Supplementary Data

description: Ceja et al. - J. Dairy Sci. - Supplementary Figures 1, 2 and 3
DOI: 10.6084/m9.figshare.13948868.v1
title: PREFECT GWAS summary statistics

description: GWAS summary statistics described in the publication: <br>Clements, C.C., Karlsson, R., Lu, Y. <i>et al.</i> Genome-wide association study of patients with a severe major depressive episode treated with electroconvulsive therapy. <i>Mol Psychiatry</i> (2021). https://doi.org/10.1038/s41380-020-00984-0<br>Two datasets were provided corresponding to the <i>broad</i> and <i>narrow</i> definitions, see the study info in the VCF results files and the publication for more details.
DOI: 10.17632/9fwf6ms3mn
title: Geospatial Feature Selection

description: This Python codes use feature selection techniques - Pearson Correlation, Information Gain, Recursive Feature Elimination, Least absolute Shrinkage and Selection Operator, Principal Component Analysis - to investigate performance of geospatial features in machine learning models.
DOI: 10.17632/kg4kpnmxct
title: Simulation and prediction of mountain runoff in arid inland river basins based on the VIC model

description: This is a dataset for data visualization in a paper, which contains the basic data used in the paper "Simulation and prediction of mountain runoff
 in arid inland river basins based on the VIC model."
DOI: 10.15468/dl.9vdkvg
title: Occurrence Download

description: A dataset containing 2565 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycas revoluta Thunb."
 ]
}

 The dataset includes 2565 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001442-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6wyt5xxbjp
title: Data for: Study on Mud Weight Window Prediction Model and Safety Additional Value of Horizontal Well in Shales considering Effects of Well's Extended-reach Limit

description: Effects of different designed horizontal-section lengths, tripping velocities and drilling pump rated pressures on MWW and corresponding safety additional values.
DOI: 10.17632/ks7tt2hhwr
title: Pajok Dance: A Communication Approach to Understand the Bangru Tribe of Arunachal Pradesh

description: The data is a compilation of various traditional dances that use gestures and dance movement to help understand communication perspectives. The difference between classical and traditional dances can be found, as can the set of classifications of dances that exist in the tribal community. For an understanding of dance as a communication medium, it contains information on international traditional dances, Indian classical dances, and Nyishi dances. A few theoretical stances can be taken in order to reframe the results and understand the concepts of knowledge that are present in the tribal domain. Consequently, the purpose of the data collection was to support and enhance the outcomes that have been covered in the paper. The dateset has been classified as dance as a mode of communication, gender in the dance performance, and dance as a cultural expression of the tribe. This dataset discusses these factors, which improve our understanding of the Bangru Pajok dance, along with the historical knowledge of the Bangru tribe. This dataset aims to provide insight into the realm of dance as a means of human communication and the body of knowledge embodied in dance movements.
DOI: 10.6084/m9.figshare.28388252.v1
title: shade house

description: Dataset of shade house
DOI: 10.17632/v26tnpmd4h
title: Spatial Differentiation and Control Mechanisms of Surface and Underground Erosion in Waste Rock Fields under Extreme Rainfall Conditions

description: The data of this study is based on Hengtai iron ore in Liaoning is taken as the research object , and an indoor model of a waste rock platform– slope with a height of 34 cm, width of 28 cm and dip angle of 33° is constructed via similarity simulation. The orthogonal test is employed to design three types of rainfall intensities (50, 100, and 150 mm/h) and three kinds of soil cover thicknesses (15, 20, and 25 cm), while incorporating natural reinforcement materials and rare earth element (REE) tracer technology. The characteristics of sediment and runoff yield on the surface/underground, as well as the spatial differentiation law of erosion and its resistance and control mechanism under varying rainfall intensities, are investigated.
DOI: 10.6084/m9.figshare.24908265.v1
title: DB_644_QC.zip

description: The SNP genotyping data containing variant information for the French Yorkshire pigs.
DOI: 10.3886/e221202
title: Honoring the 30th Anniversary of the Gulf War

description: This data set consists of one row per federal fiscal year (FY) from FY 2010 - FY 2019, and reports the number of users, non-users and percent users for each of eight VA programs for Veterans who were in service at any time between August 2, 1990, and September 10, 2001, the dates of the Pre-9/11 Gulf War era. Data for the Disability Compensation and Disability Pension programs are reported separately as well as together under the name Compensation or Pension.
DOI: 10.3886/e221202v1
title: Honoring the 30th Anniversary of the Gulf War

description: This data set consists of one row per federal fiscal year (FY) from FY 2010 - FY 2019, and reports the number of users, non-users and percent users for each of eight VA programs for Veterans who were in service at any time between August 2, 1990, and September 10, 2001, the dates of the Pre-9/11 Gulf War era. Data for the Disability Compensation and Disability Pension programs are reported separately as well as together under the name Compensation or Pension.
DOI: 10.6084/m9.figshare.12424712.v1
title: Transcriptome KEGG pathways

description: KEGG pathways as assigned to differentially expressed genes using eggNOG-mapper.
DOI: 10.15468/dl.fczby2
title: Occurrence Download

description: A dataset containing 77946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus inermis Leyss.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77946 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001444-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.c.3604148_d1.v1
title: Additional file 1: of Maternal uniparental disomy 14 and mosaic trisomy 14 in a Chinese boy with moderate to severe intellectual disability

description: SNP array raw data for chromosome 14 of the family trio. (XLS 1028Â kb)
DOI: 10.6084/m9.figshare.21438105.v1
title: tedsim_moscot_01

description: This dataset is based on TedSim simulated data :cite:<code>pan:22</code>. TedSim simulates cell division events from root cell to present-day cells, simultaneously generating two data modalities for each cell, gene expression and a lineage barcode. The :attr:<code>anndata.AnnData.X</code> entry is based on pre-processing of the counts data consisting of :meth:<code>scanpy.pp.normalize_total</code>. The simulation provides us with the <code>.obsm["barcodes"]' and the following metadata fields</code>parent<code>,</code>cluster<code>,</code>depth<code>, and </code>cellID <code>stored in</code> :attr:<code>anndata.AnnData.obs</code>. The <code>.obs["time"]</code> is assigned only to cells at depth 8 and 12, presenting an early and late time-point respectively. Similarly `.obsp["barcodes_cost"]' contains a the pre-computed barcodes distance cost matrix only for the 8 and 12 depth cells. "
DOI: 10.15482/usda.adc/1255848
title: Unit process data for agricultural self-propelled equipment version 1
DOI: 10.6084/m9.figshare.9696263.v1
title: EXTENDED DATA [The conjunctival transcriptome in Ethiopians after trichiasis surgery: associations with the development of eyelid contour abnormalities and the effect of oral doxycycline treatment]

description: Clusters of co-expressed genes in the raw read count matrix for all samples. Using a Pearson correlation cut-off of 0.88, 40 clusters were identified. Panel A shows the names of genes in each cluster. Panel B shows the ten most enriched pathways for the genes in each cluster. Panel C shows results of differential expression testing of the cluster-sum (summed read counts of all genes in the cluster for each individual), adjusting for baseline cluster-sum expression, age and sex. Each group was compared to the reference group of Placebo-Good outcome.
DOI: 10.17632/9z7spn5372
title: RNA 5-methylcytosine marks mitochondrial double-stranded RNAs for degradation and cytosolic release

description: Unprocessed gel and image data for "RNA 5-methylcytosine marks mitochondrial double-stranded RNAs for degradation and cytosolic release" by Kim et al.
DOI: 10.6084/m9.figshare.26068954.v1
title: Dataset for Master's Thesis: AI-powered Chatbots

description: This dataset contains responses from a survey conducted for a master's thesis at Erasmus University Rotterdam. The survey investigated how consumer perceptions of privacy and trust in interactions with centralized versus decentralized AI-powered chatbots influence customer satisfaction. The survey included a predetermined simulated conversation with an AI-powered chatbot.<b>Purpose of the Study</b>:<br>The main research question addressed in this study is: "How do consumer perceptions of privacy and trust in interactions with centralized versus decentralized AI-powered chatbots influence customer satisfaction?" The study aims to compare the differences in customer satisfaction, privacy concerns, and trust between centralized and decentralized AI-powered chatbots.<br><b>Data Description</b>:<br>This dataset includes responses from 175 participants after data cleaning and removal of incomplete and biased responses. Participants were randomly assigned to one of three groups:Unaware of the chatbot typeInformed they would interact with a centralized chatbotInformed they would interact with a decentralized chatbot<b>Variables</b>:<b>Customer Satisfaction</b>: Measured with Likert scale questions on a 5-point scale from Strongly disagree to Strongly agree.<b>Consumer Privacy Concerns</b>: Measured with Likert scale questions on a 5-point scale from Strongly disagree to Strongly agree.<b>Consumer Trust in AI-Powered Chatbots</b>: Measured with Likert scale questions on a 5-point scale from Strongly disagree to Strongly agree.<b>Consumer AI Familiarity</b>: Measured with Likert scale questions regarding prior usage and understanding of AI technology on a 5-point scale from Strongly disagree to Strongly agree.<b>Demographic Information</b>: Age group, gender, highest education finished, nationality, and occupation.<b>Chatbot Type</b>: Categorical variable with values: 0 for not aware, 1 for aware of interacting with a centralized chatbot, and 2 for aware of interacting with a decentralized chatbot.<b>Usage Notes</b>:<br>The dataset is provided in a XLSX file format and includes all necessary variables for analysis. The dataset can be used to conduct various statistical analyses, including descriptive statistics, hypothesis testing, and regression analysis.
DOI: 10.6084/m9.figshare.24799927.v1
title: Raw data and code from Social administration of juvenile hormone to larvae increases body size and nutritional needs for pupation

description: Contains the raw data and the R script of the analysis
DOI: 10.6084/m9.figshare.25025108.v1
title: <b>Supplemental Table S9. </b>Descriptive statistics and reference intervals for hematologic parameter for Holstein in different published researches.

description: <b>Supplemental Table S9. </b>Descriptive statistics and reference intervals for hematologic parameter for Holstein in different published researches.
DOI: 10.6084/m9.figshare.28029611.v1
title: Data Dictionary for CLEAR Relational Database.zip

description: Data Dictionary (Codebook) for CLEAR Relational Database
DOI: 10.6084/m9.figshare.28466183.v1
title: Darmani et al., 2025: Supporting Data

description: G. Darmani, H. Ramezanpour, C. Sarica, R. Annirood, T. Grippe, J. F. Nankoo, A. Fomenko, B. Santyr, K. Zeng, A. Vetkas, N. Samuel, B. Davidson, A. Fasano, M. Lankarany, S. Kalia, S. Pichardo, A. Lozano, R. Chen. Individualized non-invasive deep brain stimulation of the basal ganglia using transcranial ultrasound stimulation<i>. Nature Communications, 2025.</i>
DOI: 10.17632/n2h8t6vg54
title: Data for: A systematic review of community pharmacies’ staff diagnostic assessment and performance in patient consultations

description: The dataset includes reference list of the included studies, the extracted data for both extraction rounds and the analysis of the results presented in the paper.
DOI: 10.17632/ryc7bgbvjj
title: LINF_190015300

description: 4-coumarate:coa ligase-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/xmpz3wv3vd
title: Identity Formation and Transformation of Chinese University Translation Teachers

description: Dataset includes interview transcripts, syllabi and lecture slides.
DOI: 10.6084/m9.figshare.26797669.v2
title: <b>Enriching Fish Scale Flour with Squid Oil and Freshwater Pangasius Catfish Oil: Impact on Proximate Composition, Fatty Acids, and Amino Acids</b>

description: Fish scale waste is abundant across local markets in Indonesia, including from the annual mass mortality of carp (Cyprinus carpio) in Lake Maninjau, but lacks optimal usage as an economical feed ingredient for fry. Therefore, this study aims to determine the proximate composition, fatty acids, and amino acids in fish scale flour enriched with marine squid oil (MSO) and freshwater pangasius catfish oil (FPO) at different doses of 0, 2, 4, and 6%. The proximate composition was analyzed using the standard AOAC method, while amino and fatty acids were assessed with high-performance liquid chromatography (HPLC) and gas chromatography-spectrometry (GC-MS). The results showed that fish scale flour enriched with MSO and FPO at different level had protein ranging from 67.25 - 67.75% and 67.72 - 68.27% as well as fat content of 0.23 - 2.38% and 0.23 - 2.32%, respectively. Additionally, both flour variants contained 11.64 - 16.77% and 33.92 - 40.03% saturated fatty acids (SFAs), 6.60 - 10.25% and 15.07 - 16.08% monounsaturated fatty acids (MUFAs), 10.13 - 20.20% and 4.32 - 4.16% polyunsaturated fatty acids (PUFAs), as well as 56.44 - 59.09% and 65.01 - 66.48% total free amino acids (FAAs), respectively. The higher levels of PUFAs, specifically eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) in the flour enriched with MSO signified that this feed ingredient comprised a healthier fat profile and was more optimal in supporting fry growth, thereby benefiting the general fish health.
DOI: 10.6084/m9.figshare.14495811.v5
title: Drought.Net.HST2017.Soil.Fungi.fITS7.ITS4

description: Soil fungal metabarcoding sequence data with N filtered.
DOI: 10.17632/x9zvvv5zpk
title: ISM images

description: This dataset contains microscopic images acquired directly from a pseudohyphae forming Saccharomyces cerevisiae strain suspension using an in situ microscope.
DOI: 10.6084/m9.figshare.2056641.v2
title: The influence of diet composition on fitness of the blue crab, Callinectes sapidus -data

description: data on blue crab survival, lipid analysis, egg size, behavior, gonadosomatic index, and hepatosomatic index. Used for PLOS ONE publication
DOI: 10.6084/m9.figshare.23608056.v1
title: Sequencing data from the first sampling campaign of: "Validation of eDNA-based method for fish and crustaceous communities inventories in French West Indies’ rivers."

description: Run: Compressed file containing: Forward and Reverse sequence files obtained using fish (teleo, Valentini et al. 2016) and crustaceans primers (MiCrust, Komai et al., 2019) Metadata: A table with 1)Library name, 2)Sampling site, 3)PCR sample name, 4)Tag, 5)Forward primer, 6)Reverse primer Sequence_reference_database: File containing the sequence of freshwater fish and crustacean species from Guadeloupe
DOI: 10.6084/m9.figshare.1547919.v1
title: SIEDP multicentric study on bullying and overweight

description: data set related to multicentric study on bullying and overweight in children