cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kgngzzs5c8.5
title: Text Script Analytics Code for Automatic Video Generation

description: This Python notebook (research work) provides a comprehensive solution for text analysis and hint extraction that will be useful for making computational scenes using input text .

It includes a collection of functions that can be used to preprocess textual data, extract information such as characters, relationships, emotions, dates, times, addresses, locations, purposes, and hints from the text.

Key Features:

Preprocessing Collected Data: The notebook offers preprocessing capabilities to remove unwanted strings, normalize text data, and prepare it for further analysis.
Character Extraction: The notebook includes functions to extract characters from the text, count the number of characters, and determine the number of male and female characters.
Relationship Extraction: Functions are provided to calculate possible relationships among characters and extract the relationship names.
Dominant Emotion Extraction: The notebook includes a function to extract the dominant emotion from the text.
Date and Time Extraction: Functions are available to extract dates and times from the text, including handling phrases like "before," "after," "in the morning," and "in the evening."
Address and Location Extraction: The notebook provides functions to extract addresses and locations from the text, including identifying specific places like offices, homes, rooms, or bathrooms.
Purpose Extraction: Functions are included to extract the purpose of the text.
Hint Collection: The notebook offers the ability to collect hints from the text based on specific keywords or phrases.
Sample Implementations: Sample Python code is provided for each function, demonstrating how to use them effectively.
This notebook serves as a valuable resource for text analysis tasks, assisting in extracting essential information and hints from textual data. It can be used in various domains such as natural language processing, sentiment analysis, and information retrieval. The code is well-documented and can be easily integrated into existing projects or workflows.
DOI: 10.17632/n64r678785
title: Academic Procrastination

description: Academic procrastination, defined as the intentional delay of academic tasks despite potential negative consequences, is increasingly observed among school-aged children. This study aims to investigate the prevalence, underlying causes, and consequences of academic procrastination among upper primary students, with a special focus on its association with students' happiness and overall well-being. Drawing from theoretical perspectives such as Temporal Motivation Theory and Self-Regulated Learning Theory, the research explores how procrastinated behavior is influenced by intrinsic motivation, emotional regulation, task aversiveness, family expectations, and digital distractions. The study also considers the socio-emotional implications of procrastination, including reduced academic performance, emotional distress, and diminished life satisfaction. The findings underscore the need for timely interventions, both at the school and home level, to foster a supportive, motivating, and stress-free academic environment. The study recommends the development of policies and pedagogical practices that minimize procrastination and promote student engagement, time management, and emotional resilience. The results have significant implications for educators, policymakers, and parents striving to enhance the academic experience and holistic development of children.
The present study aimed to analyze the academic procrastination behavior of upper primary school learners, particularly about demographic factors such as age and gender. Percentage analysis was conducted to classify students across three levels of academic procrastination: High, Moderate, and Low.
DOI: 10.17632/n64r678785.1
title: Academic Procrastination

description: Academic procrastination, defined as the intentional delay of academic tasks despite potential negative consequences, is increasingly observed among school-aged children. This study aims to investigate the prevalence, underlying causes, and consequences of academic procrastination among upper primary students, with a special focus on its association with students' happiness and overall well-being. Drawing from theoretical perspectives such as Temporal Motivation Theory and Self-Regulated Learning Theory, the research explores how procrastinated behavior is influenced by intrinsic motivation, emotional regulation, task aversiveness, family expectations, and digital distractions. The study also considers the socio-emotional implications of procrastination, including reduced academic performance, emotional distress, and diminished life satisfaction. The findings underscore the need for timely interventions, both at the school and home level, to foster a supportive, motivating, and stress-free academic environment. The study recommends the development of policies and pedagogical practices that minimize procrastination and promote student engagement, time management, and emotional resilience. The results have significant implications for educators, policymakers, and parents striving to enhance the academic experience and holistic development of children.
The present study aimed to analyze the academic procrastination behavior of upper primary school learners, particularly about demographic factors such as age and gender. Percentage analysis was conducted to classify students across three levels of academic procrastination: High, Moderate, and Low.
DOI: 10.17632/g3tsn8mnbk
title: TET1 as a master regulator controlling both GPX4-dependent and -independent ferroptosis surveillance in AML
DOI: 10.17632/g3tsn8mnbk.1
title: TET1 as a master regulator controlling both GPX4-dependent and -independent ferroptosis surveillance in AML
DOI: 10.15468/dl.k2cxdu
title: Occurrence Download

description: A dataset containing 4290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Formicidae",
 "GadmGid is one of (IND.32_1, IND.2_1, IND.26_1, IND.31_1)"
 ]
}

 The dataset includes 4290 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033309-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5zrq8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.21918 13.51543,-73.78082 13.51543,-73.78082 24.48457,-101.21918 24.48457,-101.21918 13.51543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sanopus astrifer"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033310-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2497cq
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033312-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59kfnw
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 350 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033311-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4cvz92p8vp.2
title: Calibrating Financial Uncertainty through Particle Swarm Optimization of a Fuzzy Call Option Pricing Model under Extreme Market Stress: A Case Study on NIFTY 50 banking stocks

description: This dataset provides the complete replication files for the manuscript, "Calibrating Financial Uncertainty through Particle Swarm Optimization of a Fuzzy Call Option Pricing Model under Extreme Market Stress: A Case Study on NIFTY 50 banking stocks." The repository contains the raw European call option data for NIFTY 50 banking stocks and the BANKNIFTY index for the 2021 calendar year. It also includes the Python Jupyter Notebook (Fuzzy_PSO_in_Stress_Market.ipynb) with the source code required to reproduce the figures, tables, and all empirical results presented in the study. The file readme.txt may be referred for that.
DOI: 10.15468/dl.d83v3z
title: Occurrence Download

description: A dataset containing 5584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5584 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033313-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5zpvnnr75d.1
title: Foraminiferal U/Ca, Mn/Ca and Ce/Ce* data of core Y9

description: This study reconstructs redox variations from sediment core Y9(48°14'S, 177°21'E; 1267 m water depth) in the Southwest Pacific, utilizing proxies including U/Ca, Mn/Ca ratios and Ce anomalies of uncleaned foraminifera coatings over the past 200 ka.
DOI: 10.15468/dl.2bqhd2
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.91892 7.13604,-68.08108 7.13604,-68.08108 19.86396,-99.91892 19.86396,-99.91892 7.13604))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sanopus barbatus"
 ]
}

 The dataset includes 42 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033314-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p4kp5w3g7w.3
title: Co-immunization with two recombinant Newcastle disease viruses expressing ILTV glycoprotein B and H9N2 AIV HA confers cross-protection against three avian pathogens

description: File 1: Viral growth kinetics in BHK-21 and CEF cells. The cells were coinfected or individually infected with rTS-H9/rTS-gB at an MOI of 0.01. Viral titers in culture supernatants collected at 12-hour intervals were determined by IFA on the indicated cell lines.
File 2: The original image of Western blot analysis.BHK-21 or CEF cells were coinfected or individually infected with rTS-H9/rTS-gB at an MOI of 0.1. Western blot analysis of BHK-21 (F) and CEF (G) cell lysates harvested at 48 hpi. Proteins were detected using specific antibodies against HA (H9N2 AIV), gB (ILTV), and NDV nucleoprotein (NP). The mouse anti-actin polyclonal antibody served as a loading control.
File 3: Antibody titers against NDV, AIV and ILTV after immunization, and the date of survival rate, clinical symptoms, tissue viral load and virus shedding after challenging with NDV, AIV and ILTV in SPF chicks
File 4: Antibody titers against NDV, AIV and ILTV after immunization, and the date of survival rate, clinical symptoms, tissue viral load and virus shedding after challenging with NDV, AIV and ILTV in commercial chicks
File 5: The grouping situation of the test and the data of the virus shedding rate after challenge in SPF or commercial chicks
DOI: 10.17632/zrtyrkrh4s
title: Gut-Targeted Chiral Spindle-like Nanorods Boosts Alpha- ketoglutarate for Alzheimer’s Disease Treatment

description: Source files
DOI: 10.17632/zrtyrkrh4s.1
title: Gut-Targeted Chiral Spindle-like Nanorods Boosts Alpha- ketoglutarate for Alzheimer’s Disease Treatment

description: Source files
DOI: 10.17632/b4zzwjv6pz
title: Eu isotope ratio of NIST3117a standard reagent

description: This dataset are Eu isotope ratio of NIST3117a determined via MC-ICP-MS during last 8 years (2017-2024), and were used for standard value to calculating Eu isotope fractionation of geological materials or another standard reagents of different company such as Aldrich, Perkin Elmer etc.
DOI: 10.17632/b4zzwjv6pz.1
title: Eu isotope ratio of NIST3117a standard reagent

description: This dataset are Eu isotope ratio of NIST3117a determined via MC-ICP-MS during last 8 years (2017-2024), and were used for standard value to calculating Eu isotope fractionation of geological materials or another standard reagents of different company such as Aldrich, Perkin Elmer etc.
DOI: 10.17632/djxxjsrwkj
title: A novel deep learning framework for the diagnosis of erythematosquamous lesions using whole slide histopathological images

description: This supplement contains extended data and methodologies for the manuscript titled “A Novel Deep Learning Model for Accurate Detection of Melanoma from Dermoscopic Images: A Diagnostic Study”
DOI: 10.17632/djxxjsrwkj.2
title: A novel deep learning framework for the diagnosis of erythematosquamous lesions using whole slide histopathological images

description: This supplement contains extended data and methodologies for the manuscript titled “A Novel Deep Learning Model for Accurate Detection of Melanoma from Dermoscopic Images: A Diagnostic Study”
DOI: 10.17632/ftxysbwrhh.1
title: Towards Efficient Global Grape Mapping: A Two-Stage Spatio-Temporal Filtering Framework for Training Sample Collection

description: Global Grape Mapping Result
DOI: 10.17632/c9mck3pm8x
title: Data Set 1

description: This dataset contains survey responses from 201 university faculty members in India, collected to examine the relationship between authentic leadership, organizational trust, and job burnout. The data were gathered using validated Likert-scale questionnaires and analyzed through PLS-SEM. Findings indicate that organizational trust fully mediates the influence of authentic leadership on reducing job burnout. The dataset is anonymized and can be used for replication, comparative analysis, or extended research on leadership and faculty well-being.
DOI: 10.17632/c9mck3pm8x.1
title: Data Set 1

description: This dataset contains survey responses from 201 university faculty members in India, collected to examine the relationship between authentic leadership, organizational trust, and job burnout. The data were gathered using validated Likert-scale questionnaires and analyzed through PLS-SEM. Findings indicate that organizational trust fully mediates the influence of authentic leadership on reducing job burnout. The dataset is anonymized and can be used for replication, comparative analysis, or extended research on leadership and faculty well-being.
DOI: 10.15468/dl.axnmzs
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.21918 11.51543,-74.78082 11.51543,-74.78082 22.48457,-102.21918 22.48457,-102.21918 11.51543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sanopus greenfieldorum"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033316-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/bgnc-ej93
title: X-ray CT data for Bennu particle OREX-800168-0
DOI: 10.17632/4pgkkd54n3.2
title: Time-restricted eating and exercise training improve HbA1c and body composition in women with overweight/obesity: A randomized controlled trial

description: Diet modification and exercise training are primary lifestyle strategies for obesity management, but poor adherence rates limit their effectiveness. Time-restricted eating (TRE) and high-intensity interval training (HIIT) improve cardiometabolic health in at-risk individuals, but whether these two interventions combined induce superior improvements in glycemic control than each individual intervention is not known. In this four-armed randomized controlled trial (ClinicalTrials.gov NCT04019860), we determined the isolated and combined effects of seven weeks of TRE (≤ 10-h ad libitum eating window every day) and HIIT (three exercise sessions per week), compared with a non-intervention control group, on glycemic control and secondary cardiometabolic outcomes in women with overweight/obesity. There were no statistically significant effects after isolated TRE, HIIT, or a combination (TREHIIT) on glucose area under the curve during an oral glucose tolerance test (the primary outcome) compared with the control group; TRE: -26.3 mmol/L, 95% confidence interval (CI): -82.3, 29.7 (p = .36), HIIT: -53.8 mmol/L, 95% CI: -109.2, 1.6 (p = .057), TREHIIT: -41.3 mmol/L, 95% CI: -96.4, 13.8 (p = .14). However, TREHIIT improved HbA1c and induced superior reductions in total and visceral fat mass compared with TRE and HIIT alone. High participant adherence rates suggest that TRE, HIIT, and a combination thereof, may be realistic diet-exercise strategies for improving markers of metabolic health in women at risk of cardiometabolic disease.
DOI: 10.17632/fs75py8fpg
title: Bias-corrected ensembled CMIP6 Drought projection in Sarawak

description: Bias-corrected ensembled CMIP6 Drought projection in Sarawak used in ICLCA 2025 submission titled "Assessing future drought extremes and their impact on hydropower vulnerability in Sarawak "
DOI: 10.17632/fs75py8fpg.1
title: Bias-corrected ensembled CMIP6 Drought projection in Sarawak

description: Bias-corrected ensembled CMIP6 Drought projection in Sarawak used in ICLCA 2025 submission titled "Assessing future drought extremes and their impact on hydropower vulnerability in Sarawak "
DOI: 10.17632/pbb93p34k4
title: TET1 as a master regulator controlling both GPX4-dependent and -independent ferroptosis surveillance in AML.
DOI: 10.15468/dl.4my7ev
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "LifeStage is Nestling",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucophaeus modestus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033315-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pbb93p34k4.1
title: TET1 as a master regulator controlling both GPX4-dependent and -independent ferroptosis surveillance in AML.
DOI: 10.17632/bskx9ygpxj.3
title: Back Flash Overvoltage MATLAB Model

description: This document delineates the primary considerations for the development of a back flash overvoltage model in MATLAB/Simulink and provides lightning current models created in MATLAB that are not included in the original Simulink library.
DOI: 10.15468/dl.spupus
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.21918 14.01543,-73.78082 14.01543,-73.78082 24.98457,-101.21918 24.98457,-101.21918 14.01543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sanopus johnsoni"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033318-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/vj9d2x
title: The WEAR-BOT Checklist: A Risk of Bias Tool for Evaluating Validity and Reliability Research in Wearable Technology

description: The WEAR-BOT Checklist: A Risk of Bias Tool for Evaluating Validity and Reliability Research in Wearable Technology
DOI: 10.17632/r37hykxvrs
title: T Regulatory Cells: A Double-Edged Sword in HCC Diagnosis and Prognosis

description: Hepatocellular carcinoma (HCC) stands among the deadliest cancers worldwide, and part of its resilience lies in its ability to manipulate the immune system. Within the tumour microenvironment (TME), regulatory T cells (Tregs) characterized by the markers CD4+CD25+FoxP3+ play a paradoxical role. While they are vital for maintaining immune balance under normal conditions, in the context of HCC, they suppress anti-tumour responses, helping the cancer evade immune detection. Tregs show significant potential as both diagnostic and prognostic markers. 
However, targeting them for therapy remains a complex endeavour. 
In this piece, I explore how a deeper understanding of Tregs could reshape the clinical management of HCC, while acknowledging the challenges posed by their dual roles
DOI: 10.17632/r37hykxvrs.1
title: T Regulatory Cells: A Double-Edged Sword in HCC Diagnosis and Prognosis

description: Hepatocellular carcinoma (HCC) stands among the deadliest cancers worldwide, and part of its resilience lies in its ability to manipulate the immune system. Within the tumour microenvironment (TME), regulatory T cells (Tregs) characterized by the markers CD4+CD25+FoxP3+ play a paradoxical role. While they are vital for maintaining immune balance under normal conditions, in the context of HCC, they suppress anti-tumour responses, helping the cancer evade immune detection. Tregs show significant potential as both diagnostic and prognostic markers. 
However, targeting them for therapy remains a complex endeavour. 
In this piece, I explore how a deeper understanding of Tregs could reshape the clinical management of HCC, while acknowledging the challenges posed by their dual roles
DOI: 10.17632/bgp5zxcxgz
title: Excitatory glycine receptors in the adult ventral hippocampus

description: Row electrophysiological and behavioral data
DOI: 10.17632/bgp5zxcxgz.1
title: Excitatory glycine receptors in the adult ventral hippocampus

description: Row electrophysiological and behavioral data
DOI: 10.17632/s9xkv95c6b.1
title: Experimental data on the promotion of humification in food waste composting by SynComs and GE

description: Data on physicochemical parameters, humification precursors and products, as well as compost microbial communities and the abundance of related functional genes in the experiment utilizing SynComs and GE to promote composting
DOI: 10.17632/n8rzxtyg9x
title: Bidirectional Extracellular Electron Transfer in a Natural Photosynthetic- Semiconductor System Facilitates Cyanobacterial High-Light Adaptation on Rock Varnish

description: "1.xls" includes the all raw data in the Manuscript.
"2.xls" includes the all raw data in the Supplementary Material.
DOI: 10.17632/n8rzxtyg9x.1
title: Bidirectional Extracellular Electron Transfer in a Natural Photosynthetic- Semiconductor System Facilitates Cyanobacterial High-Light Adaptation on Rock Varnish

description: "1.xls" includes the all raw data in the Manuscript.
"2.xls" includes the all raw data in the Supplementary Material.