cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7wbvdtmsdz
title: The relationship between exercise perceptions and levels of depression and anxiety in adolescents preparing for exams

description: Objectives: It was designed to determine the relationship between exercise perceptions and depression and anxiety levels among adolescents preparing for exams. 
Methods: Participants' exercise perception levels were assessed using the Exercise Benefits/Barriers Scale (EBBS) for both physical and emotional aspects, and their levels of depression and anxiety were assessed using the Beck Depression Inventory (BDI). 
Results: The average age of participants was 16.86±0.72, and their body mass index was 21.84±3.49. EBBS, exercise benefit sub-parameters: 56.75±16.25, exercise barrier sub-parameters: 47.20±13.14, total score: 103.95±21.33. BDI sub-parameters: depression: 9.37±6.53, anxiety: 7.61±5.42, stress: 8.38±5.21, BDI total score: 25.35±15.80, which indicates moderate depression. No relationship was found between BDI and EBBS (r=0.067, p=0.468). When the sub-parameters were examined, no significant relationship was found between the BDI sub-parameter and exercise benefits and total scores (respectively, r=0.177, p=0.054; r=0.012, p=0.898), and a significant relationship was found between exercise benefits and exercise barriers (r=-0.199, p=0.029).
Conclusion: This study found no relationship between exercise perceptions and depression and anxiety among adolescents preparing for exams when evaluated in terms of total scores. Among the sub-parameters, there was a significant relationship between depression and exercise barrier scores, between anxiety and exercise benefits, and between BDI total scores and exercise benefits.

Keywords: Barriers and benefits to exercise, Adolescent Health, Physician Assistants, Depressive Disorder, Test Anxiety.
DOI: 10.17632/7wbvdtmsdz.1
title: The relationship between exercise perceptions and levels of depression and anxiety in adolescents preparing for exams

description: Objectives: It was designed to determine the relationship between exercise perceptions and depression and anxiety levels among adolescents preparing for exams. 
Methods: Participants' exercise perception levels were assessed using the Exercise Benefits/Barriers Scale (EBBS) for both physical and emotional aspects, and their levels of depression and anxiety were assessed using the Beck Depression Inventory (BDI). 
Results: The average age of participants was 16.86±0.72, and their body mass index was 21.84±3.49. EBBS, exercise benefit sub-parameters: 56.75±16.25, exercise barrier sub-parameters: 47.20±13.14, total score: 103.95±21.33. BDI sub-parameters: depression: 9.37±6.53, anxiety: 7.61±5.42, stress: 8.38±5.21, BDI total score: 25.35±15.80, which indicates moderate depression. No relationship was found between BDI and EBBS (r=0.067, p=0.468). When the sub-parameters were examined, no significant relationship was found between the BDI sub-parameter and exercise benefits and total scores (respectively, r=0.177, p=0.054; r=0.012, p=0.898), and a significant relationship was found between exercise benefits and exercise barriers (r=-0.199, p=0.029).
Conclusion: This study found no relationship between exercise perceptions and depression and anxiety among adolescents preparing for exams when evaluated in terms of total scores. Among the sub-parameters, there was a significant relationship between depression and exercise barrier scores, between anxiety and exercise benefits, and between BDI total scores and exercise benefits.

Keywords: Barriers and benefits to exercise, Adolescent Health, Physician Assistants, Depressive Disorder, Test Anxiety.
DOI: 10.17632/g25t38ny3x
title: ITZ thickness-Monte Carlo simulation data

description: The dataset contains ITZ thickness values calculated from Monte Carlo simulations where representative area element (RAE) and cement phase parameters were varied.
DOI: 10.17632/g25t38ny3x.1
title: ITZ thickness-Monte Carlo simulation data

description: The dataset contains ITZ thickness values calculated from Monte Carlo simulations where representative area element (RAE) and cement phase parameters were varied.
DOI: 10.17632/jdvtcnyt9j
title: Trigram-DateLabels

description: WEKA Machine Learning re-assignment of date-labels to traditional Turkish music pieces existing under SymbTr3199, 1781 of which we painstakingly tagged by hand.
DOI: 10.17632/jdvtcnyt9j.1
title: Trigram-DateLabels

description: WEKA Machine Learning re-assignment of date-labels to traditional Turkish music pieces existing under SymbTr3199, 1781 of which we painstakingly tagged by hand.
DOI: 10.17632/gcc53ss3kr
title: Trends and Incidence of SPAQ-Related Adverse Drug Reactions in Seasonal Malaria Chemoprevention among Ghanaian Children Under Five: A Nine-Year Review (2015–2023)

description: This national-level longitudinal dataset contains 2,097 anonymized spontaneous reports of adverse drug reactions (ADRs) in children aged 3–59 months who received SPAQ as part of Ghana’s Seasonal Malaria Chemoprevention (SMC) programme from 2015 to 2023. Data were extracted from the Ghana Food and Drugs Authority (FDA) pharmacovigilance database which aggregates data using phone calls, paper-based reporting forms, the Med Safety mobile application, and the online reporting portal. Each record includes: 
• Demographics: Age (in months), sex (male, female)
• Reporter: Qualification (Physician, Pharmacist, Other Health Professional, Consumer/Non-Health Professional, Unknown) 
• ADR Details: Mapped reaction term, top 10 common symptoms (fever, vomiting, diarrhea, cough, weakness, abdominal pain, loss of appetite, rash, itch, dizziness), seriousness (yes/no), and criteria (life-threatening, hospitalization) 
• Temporal: Year of reaction
All ADRs were coded using their corresponding preferred terms according to the Medical Dictionary for Regulatory Activities (MedDRA). 

Keywords: SPAQ, Seasonal Malaria Chemoprevention, Adverse Drug Reactions, Pharmacovigilance, Ghana, Children
DOI: 10.17632/gcc53ss3kr.1
title: Trends and Incidence of SPAQ-Related Adverse Drug Reactions in Seasonal Malaria Chemoprevention among Ghanaian Children Under Five: A Nine-Year Review (2015–2023)

description: This national-level longitudinal dataset contains 2,097 anonymized spontaneous reports of adverse drug reactions (ADRs) in children aged 3–59 months who received SPAQ as part of Ghana’s Seasonal Malaria Chemoprevention (SMC) programme from 2015 to 2023. Data were extracted from the Ghana Food and Drugs Authority (FDA) pharmacovigilance database which aggregates data using phone calls, paper-based reporting forms, the Med Safety mobile application, and the online reporting portal. Each record includes: 
• Demographics: Age (in months), sex (male, female)
• Reporter: Qualification (Physician, Pharmacist, Other Health Professional, Consumer/Non-Health Professional, Unknown) 
• ADR Details: Mapped reaction term, top 10 common symptoms (fever, vomiting, diarrhea, cough, weakness, abdominal pain, loss of appetite, rash, itch, dizziness), seriousness (yes/no), and criteria (life-threatening, hospitalization) 
• Temporal: Year of reaction
All ADRs were coded using their corresponding preferred terms according to the Medical Dictionary for Regulatory Activities (MedDRA). 

Keywords: SPAQ, Seasonal Malaria Chemoprevention, Adverse Drug Reactions, Pharmacovigilance, Ghana, Children
DOI: 10.17632/k3dsrn5t7f
title: 20251116-Zhang Bo_data

description: The data of Zhang Bo's research paper.
DOI: 10.17632/k3dsrn5t7f.1
title: 20251116-Zhang Bo_data

description: The data of Zhang Bo's research paper.
DOI: 10.17632/w44p2zcwt8
title: Speech Distorted Dataset

description: The research is designed to build a Siamese Neural Network to determine the lineal relationship between speech samples. For this research, the TIMIT Acoustic-Phonetics continuous speech corpus was obtained under a data scholarship from Linguistic Data Consortium. The speech samples in TIMIT dataset where further modified using mathematical functions, and processed for Mel Frequency Cepstral Coefficients (MFCCs) extraction. Hence, our dataset consists of normal and frequency distorted dataset.
DOI: 10.17632/w44p2zcwt8.4
title: Speech Distorted Dataset

description: The research is designed to build a Siamese Neural Network to determine the lineal relationship between speech samples. For this research, the TIMIT Acoustic-Phonetics continuous speech corpus was obtained under a data scholarship from Linguistic Data Consortium. The speech samples in TIMIT dataset where further modified using mathematical functions, and processed for Mel Frequency Cepstral Coefficients (MFCCs) extraction. Hence, our dataset consists of normal and frequency distorted dataset.
DOI: 10.17632/8f8fhpdxcc.2
title: Pashto Corpus of Speech and Text (PCoST)

description: The PashtoCoST dataset is a bilingual speech-text corpus created to facilitate research in Pashto voice processing, text-to-speech synthesis, and automatic speech recognition. The dataset consists of recordings from five native Pashto speakers, meticulously gathered under controlled conditions to guarantee clarity and consistency. It comprises 20,000 audio recordings, each accompanied by relevant textual information. The textual material includes Pashto script, its English translation, and a Romanized Pashto transcription, so aiding in pronunciation modeling and multilingual alignment. The dataset comprises two primary components: an audio folder containing recordings and a corresponding Excel file with three columns (Pashto text, English translation, and Romanized Pashto) featuring 20,000 aligned entries. This resource establishes a significant basis for enhancing research in low-resource language modeling, speech synthesis, and cross-lingual applications pertaining to the Pashto language.
DOI: 10.17632/9sjxbw4rk5
title: Dominant Drivers of Current Account Dynamics

description: Replication package for Lukas Boer, Jaewoo Lee and Mingzuo Sun, "Dominant Drivers of Current Account Dynamics"
DOI: 10.17632/9sjxbw4rk5.1
title: Dominant Drivers of Current Account Dynamics

description: Replication package for Lukas Boer, Jaewoo Lee and Mingzuo Sun, "Dominant Drivers of Current Account Dynamics"
DOI: 10.17632/symhh4n6zg
title: Slab flattening in the mantle transition zone drives extrusion and upwelling of ancient subducted material

description: Ar-Ar dating, mineral and whole-rock chemical compositions of Changbaishan basalts from NE China.
Table S1 contains the whole-rock 40Ar/39Ar dating results. Table S2 includes whole-rock major- and trace-element data. The chemical data for olivine and its spinel inclusions are presented in Table S3. Table S4 contains the whole-rock Sr–Nd–Pb–Hf isotope data. The cited whole-rock data from the Changbaishan volcanic field are in Table S5. Table S6 includes the endmember compositions used in the isotopic modeling, and Table S7 contains the cited data for regional mantle xenoliths.
DOI: 10.17632/symhh4n6zg.1
title: Slab flattening in the mantle transition zone drives extrusion and upwelling of ancient subducted material

description: Ar-Ar dating, mineral and whole-rock chemical compositions of Changbaishan basalts from NE China.
Table S1 contains the whole-rock 40Ar/39Ar dating results. Table S2 includes whole-rock major- and trace-element data. The chemical data for olivine and its spinel inclusions are presented in Table S3. Table S4 contains the whole-rock Sr–Nd–Pb–Hf isotope data. The cited whole-rock data from the Changbaishan volcanic field are in Table S5. Table S6 includes the endmember compositions used in the isotopic modeling, and Table S7 contains the cited data for regional mantle xenoliths.
DOI: 10.17632/7nt8tbbzs2
title: Differences in water use efficiency and driving mechanisms between life forms along the succession pathway in karst evergreen deciduous forests

description: 喀斯特森林演替过程中，生物和非生物因素对植物群落WUE的影响
DOI: 10.22000/7b3mcax84fjn33nc
title: Magnetic Properties of Monomeric and Polymeric Stannolediide Complexes of the Rare Earth
DOI: 10.17632/7nt8tbbzs2.1
title: Differences in water use efficiency and driving mechanisms between life forms along the succession pathway in karst evergreen deciduous forests

description: 喀斯特森林演替过程中，生物和非生物因素对植物群落WUE的影响
DOI: 10.17632/p37h6ptk3j
title: LLM-Based Sentiment Analysis for Public Transit Satisfaction Using Trip Chain Data

description: This dataset was created for the study analyzing subway station level user satisfaction within the Seoul Metropolitan Area (SMA). The goal is to classify stations based on users’ satisfaction levels (derived from sentiment scores) and identify key dissatisfaction factors, enabling policymakers to propose targeted service upgrades at each station.
DOI: 10.17632/p37h6ptk3j.1
title: LLM-Based Sentiment Analysis for Public Transit Satisfaction Using Trip Chain Data

description: This dataset was created for the study analyzing subway station level user satisfaction within the Seoul Metropolitan Area (SMA). The goal is to classify stations based on users’ satisfaction levels (derived from sentiment scores) and identify key dissatisfaction factors, enabling policymakers to propose targeted service upgrades at each station.
DOI: 10.17632/bvwvdjb5th
title: Theoretical evaluation of kinetic triple oxygen isotope fractionation during sulfite oxidation by atmospheric oxygen

description: The optimized geometries for SO32-, HSO4-, H2O, SO5•-, transition state, and O2, computed at the ωB97XD/6-311+G(2df,2p) level of theory and the key geometric parameters.
DOI: 10.15468/dl.7j9gbs
title: Occurrence Download

description: A dataset containing 7181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.00924 2.28117,-75.96524 2.24202,-75.93255 2.27027,-75.93901 2.28722,-75.92166 2.32677,-75.86879 2.35906,-75.86394 2.40911,-75.88533 2.43453,-75.91601 2.42767,-76.00924 2.28117))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Reptilia, Reptilia, Reptilia, Reptilia, Amphibia)"
 ]
}

 The dataset includes 7181 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039452-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bvwvdjb5th.1
title: Theoretical evaluation of kinetic triple oxygen isotope fractionation during sulfite oxidation by atmospheric oxygen

description: The optimized geometries for SO32-, HSO4-, H2O, SO5•-, transition state, and O2, computed at the ωB97XD/6-311+G(2df,2p) level of theory and the key geometric parameters.
DOI: 10.15468/dl.9jhc6j
title: Occurrence Download

description: A dataset containing 11093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103 -40,-31 -40,-31 17,-103 17,-103 -40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Accipiter striatus",
 "Year 1000-2017"
 ]
}

 The dataset includes 11093 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039454-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2f75smf2ty
title: Replication package for “The Buffer–Pad Rule”

description: This dataset contains the full replication package for the working paper “The Buffer–Pad Rule”.

It includes three self-contained archives:
(1) buf_finance_repro_v1_fixed.zip – κ(t) construction for US macro-financial data and the 2025Q3 blind forecast (TCMDO, GDP, bank Tier-1 capital, Federal Reserve assets).
(2) buf_sre_repro_v1.zip – toy Site Reliability Engineering (SRE) demo with HTTP toy servers, k6 load-test scripts and summary outputs for baseline vs buffer-gated scenarios.
(3) NAB_master.zip – selected Numenta Anomaly Benchmark series and scripts used for the industrial / social time-series tests.

Each archive contains its own README, Python or k6 scripts, data extracts and SHA-256 checksums so that all figures and tables in the paper can be reproduced.
DOI: 10.17632/2f75smf2ty.1
title: Replication package for “The Buffer–Pad Rule”

description: This dataset contains the full replication package for the working paper “The Buffer–Pad Rule”.

It includes three self-contained archives:
(1) buf_finance_repro_v1_fixed.zip – κ(t) construction for US macro-financial data and the 2025Q3 blind forecast (TCMDO, GDP, bank Tier-1 capital, Federal Reserve assets).
(2) buf_sre_repro_v1.zip – toy Site Reliability Engineering (SRE) demo with HTTP toy servers, k6 load-test scripts and summary outputs for baseline vs buffer-gated scenarios.
(3) NAB_master.zip – selected Numenta Anomaly Benchmark series and scripts used for the industrial / social time-series tests.

Each archive contains its own README, Python or k6 scripts, data extracts and SHA-256 checksums so that all figures and tables in the paper can be reproduced.
DOI: 10.17632/79z8myx2nd
title: Credit Classification

description: Blinded Data consists of 8 explanatory variables and 1 dependent variable of repayment.
DOI: 10.17632/79z8myx2nd.1
title: Credit Classification

description: Blinded Data consists of 8 explanatory variables and 1 dependent variable of repayment.
DOI: 10.17632/232m3ghghp
title: MH station hydrological dataset and UCC intake Structure operational records

description: 14 years (2008-2022) of hydrological data at Marala Headworks and UCC operational records.
DOI: 10.17632/232m3ghghp.1
title: MH station hydrological dataset and UCC intake Structure operational records

description: 14 years (2008-2022) of hydrological data at Marala Headworks and UCC operational records.
DOI: 10.17632/s9ttc795yx
title: Input-output data of factors of production in China

description: 2006, China's State Council promulgated the National Medium - and Long -Term Science and Technology Development Plan. This policy formally designated robotics as a vital component of advanced manufacturing and a priority high-technology sector, marking its elevation to a national strategic level. This study's analysis period is therefore designed to assess the long-term impact of this strategic focus on economic growth. The analysis relies on several official data sources: the China Statistical Yearbook, the China Population and Employment Statistical Yearbook, provincial statistical yearbooks, the National Bureau of Statistics database, and the China Customs database. The Customs database is particularly crucial, as its comprehensive, enterprise records of international trade transactions provide the microdata necessary for identifying robot imports and their geographic distribution. For the few instances of missing data for specific provinces and years, interpolation was used to ensure a balanced panel. The final sample constitutes a balanced panel dataset spanning 2006 to 2023 and covers 30 provincial-level administrative regions in mainland China. Tibet, Hong Kong, Macao, and Taiwan were excluded due to data unavailability.
DOI: 10.17632/s9ttc795yx.1
title: Input-output data of factors of production in China

description: 2006, China's State Council promulgated the National Medium - and Long -Term Science and Technology Development Plan. This policy formally designated robotics as a vital component of advanced manufacturing and a priority high-technology sector, marking its elevation to a national strategic level. This study's analysis period is therefore designed to assess the long-term impact of this strategic focus on economic growth. The analysis relies on several official data sources: the China Statistical Yearbook, the China Population and Employment Statistical Yearbook, provincial statistical yearbooks, the National Bureau of Statistics database, and the China Customs database. The Customs database is particularly crucial, as its comprehensive, enterprise records of international trade transactions provide the microdata necessary for identifying robot imports and their geographic distribution. For the few instances of missing data for specific provinces and years, interpolation was used to ensure a balanced panel. The final sample constitutes a balanced panel dataset spanning 2006 to 2023 and covers 30 provincial-level administrative regions in mainland China. Tibet, Hong Kong, Macao, and Taiwan were excluded due to data unavailability.
DOI: 10.3535/b64-etf-dj1
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/g3ymg66kr8.2
title: Modeling Holocene Glacial Isostatic Adjustment Stresses in Iceland Using Non-Linear Rheology

description: Abaqus® & COMSOL® model files, postprocessing and figure generation scripts, model misfit results, and geodetic profiles extracted from Drouin & Sigmundsson’s 2019 InSAR near-vertical velocity field
DOI: 10.17632/dcpxs8hhd6
title: Radiographic and computed tomographic findings

description: Radiographic and computed tomographic findings. (a) Radiograph of the distal phalanx showing a lytic lesion disrupting cortical integrity. (b–d) Chest radiograph and thoracic CT scans demonstrating a mass causing complete collapse of the right upper lobe and a metastatic cavitary nodule in the left lower lobe
DOI: 10.17632/dcpxs8hhd6.1
title: Radiographic and computed tomographic findings

description: Radiographic and computed tomographic findings. (a) Radiograph of the distal phalanx showing a lytic lesion disrupting cortical integrity. (b–d) Chest radiograph and thoracic CT scans demonstrating a mass causing complete collapse of the right upper lobe and a metastatic cavitary nodule in the left lower lobe
DOI: 10.17632/pzvzsr48zy
title: The Impact of Fertility on Older Adults' Healthcare Utilization: The Roles of Health and Wealth Channels

description: Codes and public data for replication
DOI: 10.17632/pzvzsr48zy.1
title: The Impact of Fertility on Older Adults' Healthcare Utilization: The Roles of Health and Wealth Channels

description: Codes and public data for replication
DOI: 10.17632/w5mgykm85c.1
title: The Architecture of Intention: A Moderated Mediation Model of Green Self-Identity and Social Influence in Sustainable Consumption

description: In an era of ecological urgency defined by hazardous air quality enveloping Pakistan, a critical gap persists between green awareness and the will to act. This study illuminates the inner architecture of pro-environmental commitment by proposing and empirically testing a moderated mediation model. Drawing on data from 1,092 consumers in key polluting industrial sectors, our analysis moves beyond simple antecedents to reveal how consciousness is converted into intention. Using PLS-SEM, the findings demonstrate that for the triggers of Consumer Sustainability Consciousness - Sense of Retribution, Access to Information, and Labelling & Peer Pressure to be effective, they must be channeled through the powerful mediating mechanism of Green Self-Identity. It is only when sustainability is integrated into a consumer's self-concept that it becomes a true engine for driving Green Consumption Intention. This entire identity-driven pathway is then significantly amplified by the catalytic force of Social Influence. This research contributes a robust, mechanism-based explanation for the green intention gap, providing actionable insights for closing it by strategically cultivating consumer identity and harnessing the power of social norms.