cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/25wnzy2dzp.1
title: In-situ nanoscale molecular analyses by PiFM of mineral and organic phases in Pinctada margaritifera shell layers and reference chemicals

description: This dataset contains in-situ molecular analyses by Photo-induced Force Microscopy (PiFM) of organic and mineral phases in Pinctada margaritifera shell layers and reference materials (Sigma-Aldrich and MTI Corporation). PiFM infrared (IR) absorption spectra were acquired in heterodyne (sideband) mode with a spatial resolution of ~5 nm and spectral resolution of ~1 cm⁻¹. Data are presented as intensity-normalized point spectra averaged across multiple measurements, with associated first standard deviations (1s).
DOI: 10.17632/pssdg4kg3w
title: Traditional herbal medicine as an adjuvant therapy for prevent recurrence of hepatocellular carcinoma recurrence after radical resection: development and validation of a machine learning prediction model

description: A total of 403 patients with HCC who were admitted to the Department of Oncology of Traditional Chinese Medicine at Shanghai Changhai Hospital between January 1, 2002, and June 30, 2023, were included in this study.Baseline clinicopathological data were obtained from medical records and follow-up. Demographic characteristics included age and gender. Clinicopathological data encompassed the following elements: (1) etiology: hepatitis infection status and hepatitis infection duration; (2) tumor details: Edmondson-Steiner grade, pathological features, location, counts, size and Barcelona Clinic Liver Cancer (BCLC) stage; (3) liver function indicators: Child‒Pugh class and cirrhosis; (4) laboratory parameters: preresection and postresection (within two weeks) alpha-fetoprotein (AFP) levels, albumin (ALB), total bilirubin (STB), neutrophils (N), hemoglobin (HGB), and platelets (PLT); (5) treatment related factors: accepting THM intervention or not; (6) other data: platelet- albumin-bilirubin index (PALBI).
DOI: 10.17632/pssdg4kg3w.1
title: Traditional herbal medicine as an adjuvant therapy for prevent recurrence of hepatocellular carcinoma recurrence after radical resection: development and validation of a machine learning prediction model

description: A total of 403 patients with HCC who were admitted to the Department of Oncology of Traditional Chinese Medicine at Shanghai Changhai Hospital between January 1, 2002, and June 30, 2023, were included in this study.Baseline clinicopathological data were obtained from medical records and follow-up. Demographic characteristics included age and gender. Clinicopathological data encompassed the following elements: (1) etiology: hepatitis infection status and hepatitis infection duration; (2) tumor details: Edmondson-Steiner grade, pathological features, location, counts, size and Barcelona Clinic Liver Cancer (BCLC) stage; (3) liver function indicators: Child‒Pugh class and cirrhosis; (4) laboratory parameters: preresection and postresection (within two weeks) alpha-fetoprotein (AFP) levels, albumin (ALB), total bilirubin (STB), neutrophils (N), hemoglobin (HGB), and platelets (PLT); (5) treatment related factors: accepting THM intervention or not; (6) other data: platelet- albumin-bilirubin index (PALBI).
DOI: 10.17632/dt7d8dmfgs
title: INMAD (Indonesia - Madurese) Sentences Dataset

description: The INMAD (Indonesia-Madura) Sentence Dataset is a collection of parallel sentences in Indonesian and Madura intended to support the development of natural language processing (NLP) technology for languages with limited resources. This dataset combines three main sources from the indonlp website: Korpus Nusantara (1,100 sentences), NusaX MT (994 sentences), and Nusa Paragraf (9,449 sentences). When combined, these sources produce a total of 11,543 parallel sentences, which are then consolidated into a single CSV file named Dataset Raw. To increase the variety and quantity of sentences in the dataset, data augmentation was performed using back-translation with the MarianMT model through Python programming, which involved translating Indonesian sentences into English and then back into Indonesian. This process doubled the number of sentences to 23,086 Indonesian-Madura translation lines. 11,543 parallel sentences were then manually translated into Madura at the 'engghi-enten' level by expert translators to ensure the quality of the translation. The results of the Indonesian data augmentation, consisting of 11,543 parallel sentences, use the same Madura translations from the 'engghi-enten' level in the first translation. This dataset is available in CSV format, consisting of a total of 23,086 lines, with columns labelled 'Indonesia' and 'Madura', and stored using UTF-8 encoding. The entire process aims to produce a high-quality parallel dataset that can be used for various linguistic and language technology applications, including machine translation training, language preservation, and digital dictionary development.
DOI: 10.17632/dt7d8dmfgs.1
title: INMAD (Indonesia - Madurese) Sentences Dataset

description: The INMAD (Indonesia-Madura) Sentence Dataset is a collection of parallel sentences in Indonesian and Madura intended to support the development of natural language processing (NLP) technology for languages with limited resources. This dataset combines three main sources from the indonlp website: Korpus Nusantara (1,100 sentences), NusaX MT (994 sentences), and Nusa Paragraf (9,449 sentences). When combined, these sources produce a total of 11,543 parallel sentences, which are then consolidated into a single CSV file named Dataset Raw. To increase the variety and quantity of sentences in the dataset, data augmentation was performed using back-translation with the MarianMT model through Python programming, which involved translating Indonesian sentences into English and then back into Indonesian. This process doubled the number of sentences to 23,086 Indonesian-Madura translation lines. 11,543 parallel sentences were then manually translated into Madura at the 'engghi-enten' level by expert translators to ensure the quality of the translation. The results of the Indonesian data augmentation, consisting of 11,543 parallel sentences, use the same Madura translations from the 'engghi-enten' level in the first translation. This dataset is available in CSV format, consisting of a total of 23,086 lines, with columns labelled 'Indonesia' and 'Madura', and stored using UTF-8 encoding. The entire process aims to produce a high-quality parallel dataset that can be used for various linguistic and language technology applications, including machine translation training, language preservation, and digital dictionary development.
DOI: 10.17632/99kbw3st4c
title: Eksplorasi RIIM Kolaka

description: Exploration New Archaeology Site North Kolaka Regency
DOI: 10.17632/99kbw3st4c.2
title: Eksplorasi RIIM Kolaka

description: Exploration New Archaeology Site North Kolaka Regency
DOI: 10.15468/dl.mvpt5c
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambystoma amblycephalum Taylor, 1940"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8bsygbyvdb.3
title: Measurements and statistical analysis of surface hardness of bis-acrylic resins under different conditions.

description: This dataset contains Rockwell hardness measurements (HRA) of two bis-acrylic resins, 3M™ ESPE Protemp™ 4 and FGM Primma Art, tested under two different conditions: moist and dry after seven days. A total of 40 samples were analyzed, with 10 samples per condition. The data include minimum, maximum, mean hardness values, and standard deviations. Statistical analyses, including Shapiro-Wilk, Levene’s test, and Student’s t-test, were performed to compare groups.
DOI: 10.17632/f2gdxjhch4
title: Capital Flows and Wealth Distribution in a Global Economy with Asymmetric Countries

description: This folder contains the Python and MATLAB code used to reproduce all numerical results in the paper: 
“Capital Flows and Wealth Distribution in a Global Economy with Asymmetric Countries”
 By Been-Lon Chen, Yunfang Hu, and Kazuo Mino
DOI: 10.17632/f2gdxjhch4.1
title: Capital Flows and Wealth Distribution in a Global Economy with Asymmetric Countries

description: This folder contains the Python and MATLAB code used to reproduce all numerical results in the paper: 
“Capital Flows and Wealth Distribution in a Global Economy with Asymmetric Countries”
 By Been-Lon Chen, Yunfang Hu, and Kazuo Mino
DOI: 10.17632/4vnsp8bngs
title: Vat Photopolymerization of Hierarchical TPMS SiC Ceramics: Tunable Heat Transfer via Gradient Porosity and Checkerboard Design

description: The dataset contains all data related to the paper, including STL raw models, heat transfer data, and SEM images.
DOI: 10.17632/4vnsp8bngs.1
title: Vat Photopolymerization of Hierarchical TPMS SiC Ceramics: Tunable Heat Transfer via Gradient Porosity and Checkerboard Design

description: The dataset contains all data related to the paper, including STL raw models, heat transfer data, and SEM images.
DOI: 10.17632/xycstnkhnn
title: Molybdenum isotopic constraints on temporal variations in slab inputs to arc magmas: A case study

description: Supplementary Table 1 Elemental-isotopic statistics for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplementary Table 2 Major (wt.%) and trace elements (ppm) data for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplementary Table 3 Whole-rock Mo-Sr-Nd-Pb isotopic data for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplemental Table 4 The Mesozoic deposits in the northern Great Xing’an Range;
Supplemental Table 5 Parameters used in the Mo-Sr-Nd isotopic mixing model
DOI: 10.17632/xycstnkhnn.1
title: Molybdenum isotopic constraints on temporal variations in slab inputs to arc magmas: A case study

description: Supplementary Table 1 Elemental-isotopic statistics for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplementary Table 2 Major (wt.%) and trace elements (ppm) data for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplementary Table 3 Whole-rock Mo-Sr-Nd-Pb isotopic data for the Mesozoic mafic–intermediate igneous rocks in the Erguna Massif;
Supplemental Table 4 The Mesozoic deposits in the northern Great Xing’an Range;
Supplemental Table 5 Parameters used in the Mo-Sr-Nd isotopic mixing model
DOI: 10.17632/b9d723h5nx
title: Relationship Between Narcissism Personality and Theory of Mind: A Meta-Analytic Review

description: Theory of Mind (ToM) is crucial for interpersonal interactions, yet the ToM abilities in narcissistic personalities are not well understood. This meta-analytic review seeks to resolve these discrepancies by elucidating the relationship between narcissistic personality traits and ToM. For this purpose, hypotheses were posited regarding the relationships between the variables according to narcissistic subtypes (grandiose vs. vulnerable; agentic, antagonistic and neurotic; pathologic vs. adaptive) and ToM functioning (cognitive and affective) and measurement (trait vs. actual) types. This meta-analysis investigates the Theory of Mind (ToM) in narcissistic personalities, focusing on how narcissistic traits correlate with cognitive and affective ToM. The study synthesizes data from 33 English-language studies involving 11,031 participants, adhering to PRISMA guidelines and using R software with metafor and dmetar packages for analysis. Results indicate a significant negative correlation between narcissism and ToM, particularly pronounced in vulnerable narcissism and pathological narcissism. Grandiose narcissism displayed no correlation, suggesting a self-serving bias in trait measures. Vulnerable narcissists showed consistent results across actual and trait measures, with cognitive ToM being more affected than affective ToM. The study’s limitations include the underrepresentation of pathological narcissists and potential measurement biases in affective ToM. Overall, the findings suggest that narcissism is not a binary condition but varies dimensionally, with distinct socio-cognitive profiles for vulnerable and grandiose narcissism, contributing to the understanding of narcissistic personality structure.
DOI: 10.17632/b9d723h5nx.3
title: Relationship Between Narcissism Personality and Theory of Mind: A Meta-Analytic Review

description: Theory of Mind (ToM) is crucial for interpersonal interactions, yet the ToM abilities in narcissistic personalities are not well understood. This meta-analytic review seeks to resolve these discrepancies by elucidating the relationship between narcissistic personality traits and ToM. For this purpose, hypotheses were posited regarding the relationships between the variables according to narcissistic subtypes (grandiose vs. vulnerable; agentic, antagonistic and neurotic; pathologic vs. adaptive) and ToM functioning (cognitive and affective) and measurement (trait vs. actual) types. This meta-analysis investigates the Theory of Mind (ToM) in narcissistic personalities, focusing on how narcissistic traits correlate with cognitive and affective ToM. The study synthesizes data from 33 English-language studies involving 11,031 participants, adhering to PRISMA guidelines and using R software with metafor and dmetar packages for analysis. Results indicate a significant negative correlation between narcissism and ToM, particularly pronounced in vulnerable narcissism and pathological narcissism. Grandiose narcissism displayed no correlation, suggesting a self-serving bias in trait measures. Vulnerable narcissists showed consistent results across actual and trait measures, with cognitive ToM being more affected than affective ToM. The study’s limitations include the underrepresentation of pathological narcissists and potential measurement biases in affective ToM. Overall, the findings suggest that narcissism is not a binary condition but varies dimensionally, with distinct socio-cognitive profiles for vulnerable and grandiose narcissism, contributing to the understanding of narcissistic personality structure.
DOI: 10.17632/nvthgwbpgr.1
title: Student Flows Across Regions and Settlements in Kazakhstan, 2020–2024: A Comprehensive Dataset

description: The dataset contains comprehensive data on internal student mobility between settlements and regions in Kazakhstan from the year 2020 through to year 2024. It contains yearly totals of transferring students, broken down by origin and destination sites, both at the regional and settlement levels. The data was derived from the Kazakhstan National Education Database and represents official administrative counts for transferring schools. It is provided to help facilitate research on educational mobility, educational inequality, urbanization, and school planning and forecasting. 

-This dataset consists of six individual tables derived from aggregated student migration data from Kazakhstan for the period from 2020 to 2024. The tables are in .csv form and can be found in the 'Dataset/data' folder.
-There is a detailed variable description in the provided 'Dataset/data/Codebook.xlsx' that explains every field utilized in the dataset.
-Each table is also accompanied by a related visualisation (such as bar charts, maps, line graphs) that presents main patterns and insights. The visualisations appear in the 'Dataset/data/visualizations' folder and they correspond to every table by figure number for easy reference.
-The Dataset/code folder contains the Python code used to process and analyze the raw data from the National Education Database (NEDB), along with a README.txt file that provides a step-by-step explanation of the methodology.
DOI: 10.17632/j7tjmjzks5.2
title: Dataset and Code for Transfer Learning Approaches for EfficientNetV2 B0 and ImageNet skin cancer classification in convolutional neural network

description: The dataset is collected through online. This collection, which was created by the International Skin Imaging Collaboration (ISIC), includes a number of images of benign and malignant oncological conditions. Except for melanomas and moles, whose images are marginally dominating, all photos were sorted based on the classification obtained using ISIC, and each subgroup was split into an equal number of images.
DOI: 10.17632/jb7yskm9d5.3
title: Significant decline in oxygen levels following the Great Oxidation Event

description: This database contains the iodine, Mg, Ca, Mn, Sr and REE concentration of carbonate from the Paleoproterozoic Daguandong and Huaiyincun Formation, North China, as well as the reference material GSR 12 and Jdo-1.
DOI: 10.17632/gcbtwz6nxp.2
title: On the Causal Relationships Between Financial and Real Macroeconomic Variables: A Factor-Augmented VAR Approach

description: this data is for the paper "Kalman Filter Analysis of Time-Varying Parameters and Factor Augmented VAR Model for the Chinese Financial Variables and USA Monetary Policy"
DOI: 10.17632/k78mhjswbt
title: Capacidade Funcional e Fragilidade de Idosos com Sequelas de Tuberculose

description: Foram avaliados 24 idosos com diagnóstico clínico de Tuberculose Pulmonar, apresentando alterações e/ou sequelas pulmonares, quanto aos aspectos sociodemográficos e clínicos, fragilidade, de acordo com o instrumento “Tilburg Frailty Indicator” (TFI) e capacidade funcional pelo “Teste de AVD Glittre” (TGlittre).
DOI: 10.17632/k78mhjswbt.1
title: Capacidade Funcional e Fragilidade de Idosos com Sequelas de Tuberculose

description: Foram avaliados 24 idosos com diagnóstico clínico de Tuberculose Pulmonar, apresentando alterações e/ou sequelas pulmonares, quanto aos aspectos sociodemográficos e clínicos, fragilidade, de acordo com o instrumento “Tilburg Frailty Indicator” (TFI) e capacidade funcional pelo “Teste de AVD Glittre” (TGlittre).
DOI: 10.17632/y4tc56sprf
title: Mobile Dermatologic Care in the Medicare Population: A National Medicare Analysis

description: Supplemental Methods
DOI: 10.17632/c4h3zk69p5
title: Embryonic In Ovo Stimulation-Supplementary Tables and Supplementary Figure

description: Supplementary Tables (Table S)
Table S1A: MultiQC_FastQC Analysis of Taxonomic Composition in the Microbial Communities of Chicken Caecum from in Ovo Simulation.
Table S1B: Sequencing Data Summary: Raw, Trimmed, and Final Paired Reads for Microbial Composition Analysis.
Table S1C: All statistics are based on contigs of size &gt;= 500 bp, unless otherwise noted (e.g., "# contigs (&gt;= 0 bp)" and "Total length (&gt;= 0 bp)" include all contigs).
Table S2: Taxonomic Composition Identified from Sequencing Data: Raw, Trimmed, and Final Paired Reads of chicken guts obtained from the in ovo simulation with the five treatments.
Table S3: Transcriptome sequencing statistics among the 30 ileum samples (5 groups × 6 repeats; groups comprised negative control (NC), positive control (PC), Quercetin (Q), Vitamin E (VE) and Combined use of Q and VE (Q+VE)) obtained from in ovo embryonic injection chickens with the NC, PC, Q, VE and Q+VE. 
Table S4A: Differential expression genes (DEGs) between Positive control group (PC) and Negative control group (NC), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). Those of |log2 (Fold Change) with - and + values were down- and up-regulated in PC and NC, respectively.
Table S4B: Differential expression genes (DEGs) between Positive control group (PC) and Quercetin+Vitamin E (Q+VE), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). Those of |log2 (Fold Change) with - and + values were down- and up-regulated in Q+VE and PC, respectively.
Table S4C: Differential expression genes (DEGs) between Negative control group (NC) and Quercetin+Vitamin E (Q+VE), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). Those of |log2 (Fold Change) with - and + values were down- and up-regulated in NC and Q+VE, respectively.
Table S4D: Differential expression genes (DEGs) between Positive control group (PC) and Quercetin group (Q), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). Those of |log2 (Fold Change) with - and + values were down- and up-regulated in PC and Q, respectively.
Table S4E: Differential expression genes (DEGs) between Positive control group (NC) and Vitamin E group (VE), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). Those of |log2 (Fold Change) with - and + values were down- and up-regulated in VE and PC, respectively.
Table S4F: Differential expression genes (DEGs) between Negative control group (NC) and Quercetin (Q), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs). 
Table S4G: Differential expression genes (DEGs) between Negative control group (NC) and Vitamin E (VE), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs).
Table S4H: Differential expression genes (DEGs) between Quercetin (Q) and Vitamin E (VE), genes with|log2 (Fold Change) | &gt; 1 & padj &lt; 0.05 were considered (DEGs).
DOI: 10.17632/y4tc56sprf.1
title: Mobile Dermatologic Care in the Medicare Population: A National Medicare Analysis

description: Supplemental Methods