cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vp94kcsdkh.1
title: Impact of financial inclusion on financial performance a study of Pakistan banking industry

description: The purpose of this study is to explore the relationship between indicators of financial inclusion and the banking performance in Pakistan. The sample population encompasses all 16 banks operating in Pakistan and encompasses the time frame from 2009 to 2020, drawing from 192 observations obtained from panel data. The study examines the impact of financial inclusion (FI), credit risk (CR), size, and leverage as independent variables on the financial performance of banks, as measured by return on assets (ROA) and return on equity (ROE). The white test was performed to detect heteroscedasticity, with a significance level greater than 0.05. The Hausman test was conducted for ROA and ROE separately, revealing that financial inclusion has a negative and significant impact on financial performance, as indicated by the fixed effects model for ROE and random effects model for ROA. Therefore, the study concludes that greater financial inclusion does not necessarily lead to better financial performance for firms in Pakistan. The study suggests that the findings could guide the development of strategies and initiatives to improve financial inclusion in Pakistan and other developing countries. 
Methodology” This study manually collected data from the annual reports of all banks operating in Pakistan between 2009 and 2020, which can also be obtained through the State Bank of Pakistan, the Pakistan Stock Exchange, and the Pakistan Banks' Association. The study included 16 banks in total, but due to variations in their financial statements, the annual reports of the PBA were utilized instead. The PBA's reports also reclassified some categories of Islamic banks to conduct a more comprehensive analysis and discussion. Our study involved a sample of 16 scheduled banks in Pakistan, observed over an 11-year period from 2009 to 2020. Panel data was used for 192 observations, covering a time frame of 11 years. The data on the number of branches, ATMs, bank assets, ROE, and online banking services were collected from the annual reports of banks operating in Pakistan. While some banks have complied with this directive and included the required classification in their annual reports, most banks have not yet provided such information in their annual reports. This study faces a primary challenge in evaluating the impact of financial inclusion on bank performance, which stems from the limited availability of data. As several studies have sought to conduct empirical analyses on various aspects of the banking sector, access to data sources can pose difficulties for this type of research (Frame & White 2004). The study holds significance for bank managers, credit managers, financial and monetary policy makers in developing countries like Palestine, Jordon, etc, as its results can be applied to inform their decisions. Therefore, it is crucial to set up a banking agenda and lending strategies that are in line with both the requirements of underprivileged people and the performanc
DOI: 10.17632/z36fppc77v.1
title: Bangladesh Drug Use and Social Influence Dataset (BDSID) - 2025

description: This dataset contains survey responses related to drug addiction analysis among individuals from the Sylhet and Dhaka divisions of Bangladesh. The data was collected through a structured questionnaire using Google Forms. A total of 1,624 responses were recorded, capturing demographic information, perceptions about drug use, social influences, and personal experiences regarding substance use. The dataset is intended to support research on drug addiction patterns, influencing factors, and potential preventive measures.

Data Collection Method:
• Survey Type: Online survey (Google Forms)
• Respondents: Individuals from Sylhet and Dhaka divisions, Bangladesh
• Total Responses: 1,624

Data Attributes: 
The dataset consists of multiple variables divided into three main sections:
1. Demographics: Age, gender, education level, living arrangement
2. Perception & Social Environment: Views on drug use, social circle, family relationships, financial condition, suicidal thoughts, and exposure to drug users
3. Drug Use & Influencing Factors: Drug use history, reasons for initiation, types of substances used, frequency of usage, occasions for drug use, willingness to try drugs, and perceived control over substance use

Potential Use Cases:
• Understanding drug addiction trends in Bangladesh
• Identifying risk factors associated with substance abuse
• Developing targeted intervention strategies
• Analyzing the relationship between mental health and drug use

Ethical Considerations: 
The dataset is anonymized to protect respondents' identities. It is intended for research purposes only, and any use should adhere to ethical guidelines for data handling and analysis.
DOI: 10.17632/8jjkry96m3
title: NoLo Alcohol Data 2022 2025

description: Data was scraped from the No/Lo spirit, wine, and beer/cider categories from Asda, Co-op, Costco, Iceland, Morrison's, M& S, Ocado, Sainsbury's, Tesco, and Waitrose in Autumn 2022 and Spring 2025. The following information was scraped from the online grocery shopping platforms: Product Name, Product Type, Product Specification, England Price, Units per Container, Country of Origin, Alcohol by Volume (ABV), Size, and Product Description.
DOI: 10.17632/8jjkry96m3.1
title: NoLo Alcohol Data 2022 2025

description: Data was scraped from the No/Lo spirit, wine, and beer/cider categories from Asda, Co-op, Costco, Iceland, Morrison's, M& S, Ocado, Sainsbury's, Tesco, and Waitrose in Autumn 2022 and Spring 2025. The following information was scraped from the online grocery shopping platforms: Product Name, Product Type, Product Specification, England Price, Units per Container, Country of Origin, Alcohol by Volume (ABV), Size, and Product Description.
DOI: 10.17632/wt2gdmkz9r
title: Outcomes of Balloon Angioplasty in Infants with Simple or Complex Recurrent Coarctation of the Aorta Raw Dataset

description: Recurrence of coarctation of the aorta (CoA) is a relatively common complication following surgical correction in neonates. Balloon angioplasty is the favored treatment for recurrent CoA in infancy and early childhood, but persistent or recurrent obstruction remains a challenging complication. This retrospective cohort study aims to assess outcomes of balloon angioplasty for infants with recurrent CoA based on the complexity of cardiac defects at the time of surgical intervention. Data were analyzed from patients at a single tertiary care center who underwent balloon angioplasty for recurrent CoA within their first year of life between 2002-2021. A total of 41 patients were included and separated into simple (n = 26) or complex (n = 15) cohorts based on the coexisting cardiac defects present. These cohorts were similar in age, weight, sex, and time since initial surgical repair. The complex cohort had a significantly higher rate of subsequent coarctation re-intervention within a 2-year follow-up period (73% vs. 31%, p = 0.003, RR = 2.4; 95% CI = 1.2-4.6, p = 0.003). Our findings suggest that recurrent CoA in the presence of additional complex cardiac congenital heart disease may not be as amenable to balloon angioplasty in infants and should be considered when counseling patient families.
DOI: 10.17632/wt2gdmkz9r.1
title: Outcomes of Balloon Angioplasty in Infants with Simple or Complex Recurrent Coarctation of the Aorta Raw Dataset

description: Recurrence of coarctation of the aorta (CoA) is a relatively common complication following surgical correction in neonates. Balloon angioplasty is the favored treatment for recurrent CoA in infancy and early childhood, but persistent or recurrent obstruction remains a challenging complication. This retrospective cohort study aims to assess outcomes of balloon angioplasty for infants with recurrent CoA based on the complexity of cardiac defects at the time of surgical intervention. Data were analyzed from patients at a single tertiary care center who underwent balloon angioplasty for recurrent CoA within their first year of life between 2002-2021. A total of 41 patients were included and separated into simple (n = 26) or complex (n = 15) cohorts based on the coexisting cardiac defects present. These cohorts were similar in age, weight, sex, and time since initial surgical repair. The complex cohort had a significantly higher rate of subsequent coarctation re-intervention within a 2-year follow-up period (73% vs. 31%, p = 0.003, RR = 2.4; 95% CI = 1.2-4.6, p = 0.003). Our findings suggest that recurrent CoA in the presence of additional complex cardiac congenital heart disease may not be as amenable to balloon angioplasty in infants and should be considered when counseling patient families.
DOI: 10.17632/zhvs2cnb48
title: Long-Chain Polyunsaturated Fatty Acid Lipid Dysregulation and Oxylipin Alterations in Postoperative Delirium After Cardiac Surgery

description: Serum lipidomic and oxylipin from patients before and after cardiac bypass
DOI: 10.17632/zhvs2cnb48.1
title: Long-Chain Polyunsaturated Fatty Acid Lipid Dysregulation and Oxylipin Alterations in Postoperative Delirium After Cardiac Surgery

description: Serum lipidomic and oxylipin from patients before and after cardiac bypass
DOI: 10.5281/zenodo.14956644
title: NLL-SSST-coherence high-precision earthquake location catalog for the 2025 Santorini-Amorgos earthquake swarm

description: Hypocenter catalog files and visualization of high-precision, NLL-SSST-coherence earthquake locations for the 2025 Santorini-Amorgos Greece earthquake swarm and background seismicity 2024-01-01 to 2025-03-23).

NLL-SSST-coherence (Lomax and Savvaidis, 2022; Lomax and Henry, 2023; Lomax et al., 2024) is an enhanced, absolute-timing earthquake location procedure which 1) iteratively generates spatially varying travel-time corrections to improve multi-scale location precision and 2) uses waveform similarity to improve fine-scale location precision.

Relocations performed with phase arrival data available from Institute of Geodynamics of the National Observatory of Athens (NOA-IG)

The initial seismic velocity model is a smoothed combination of two velocity models:Above 2.5 km depth:Hooft, E. E. E., Heath, B. A., Toomey, D. R., Paulatto, M., Papazachos, C. B., Nomikou, P., et al. (2019). Seismic imaging of Santorini: Subsurface constraints on caldera collapse and present-day magma recharge. Earth and Planetary Science Letters, 514, 48–61. https://doi.org/10.1016/j.epsl.2019.02.033Below 2.5 km depth:Brüstle, A. (2013). Seismicity of the eastern Hellenic Subduction Zone. Retrieved from https://hss-opus.ub.ruhr-uni-bochum.de/opus4/frontdoor/index/index/docId/1127

Visualizations include surface fault traces from NOAFAULTs geospatial database of active faults of Greece: https://doi.org/10.5281/zenodo.3483135

 

This repository contains:

Full catalog in CSV format:CSV file data columns correspond to selected fields of the of NonLinLoc Hypocenter format output http://alomax.free.fr/nlloc/soft7.00/formats.html#_location_hypphs_

Selected visualization imagesAnimated 3D view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  V_Santorini_NE_Seismicity_NLL-SC_se4_movie_*.mp4Map view of all relocated seismicity (3904 events):  *_coherence.pngMap view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4.pngProfile view from azimuth N135°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz135.pngProfile view from azimuth N225°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz225.pngMatrix of NLL-coherence maximum absolute coherences between event pairs:  *_waveform_coherences.png (event index corresponds to those in the CSV catalog)

Selected statistical plots In the distance_time_*.png plots, events with M≥4.5 are highlighed with blue circles.
DOI: 10.5281/zenodo.14956645
title: NLL-SSST-coherence high-precision earthquake location catalog for the 2025 Santorini-Amorgos earthquake swarm

description: Hypocenter catalog files and visualization of high-precision, NLL-SSST-coherence earthquake locations for the 2025 Santorini-Amorgos Greece earthquake swarm and background seismicity 2024-01-01 to 2025-03-02).

NLL-SSST-coherence (Lomax and Savvaidis, 2022; Lomax and Henry, 2023; Lomax et al., 2024) is an enhanced, absolute-timing earthquake location procedure which 1) iteratively generates spatially varying travel-time corrections to improve multi-scale location precision and 2) uses waveform similarity to improve fine-scale location precision.

Relocations performed with phase arrival data available from Institute of Geodynamics of the National Observatory of Athens (NOA-IG)

The initial seismic velocity model is a smoothed combination of two velocity models:Above 2.5 km depth:Hooft, E. E. E., Heath, B. A., Toomey, D. R., Paulatto, M., Papazachos, C. B., Nomikou, P., et al. (2019). Seismic imaging of Santorini: Subsurface constraints on caldera collapse and present-day magma recharge. Earth and Planetary Science Letters, 514, 48–61. https://doi.org/10.1016/j.epsl.2019.02.033Below 2.5 km depth:Brüstle, A. (2013). Seismicity of the eastern Hellenic Subduction Zone. Retrieved from https://hss-opus.ub.ruhr-uni-bochum.de/opus4/frontdoor/index/index/docId/1127

Visualizations include surface fault traces from NOAFAULTs geospatial database of active faults of Greece: https://doi.org/10.5281/zenodo.3483135

 

This repository contains:

Full catalog in CSV format:CSV file data columns correspond to selected fields of the of NonLinLoc Hypocenter format output http://alomax.free.fr/nlloc/soft7.00/formats.html#_location_hypphs_

Selected visualization imagesAnimated 3D view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  0_Santorini_NE_Seismicity_NLL-SC_se4_movie_*.mp4Map view of all relocated seismicity (3904 events):  *_coherence.pngMap view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4.pngProfile view from azimuth N135°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz135.pngProfile view from azimuth N225°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz225.pngMatrix of NLL-coherence maximum absolute coherences between event pairs:  *_waveform_coherences.png (event index corresponds to those in the CSV catalog)

Selected statistical plots
DOI: 10.5281/zenodo.15074569
title: NLL-SSST-coherence high-precision earthquake location catalog for the 2025 Santorini-Amorgos earthquake swarm

description: Hypocenter catalog files and visualization of high-precision, NLL-SSST-coherence earthquake locations for the 2025 Santorini-Amorgos Greece earthquake swarm and background seismicity 2024-01-01 to 2025-03-23).

NLL-SSST-coherence (Lomax and Savvaidis, 2022; Lomax and Henry, 2023; Lomax et al., 2024) is an enhanced, absolute-timing earthquake location procedure which 1) iteratively generates spatially varying travel-time corrections to improve multi-scale location precision and 2) uses waveform similarity to improve fine-scale location precision.

Relocations performed with phase arrival data available from Institute of Geodynamics of the National Observatory of Athens (NOA-IG)

The initial seismic velocity model is a smoothed combination of two velocity models:Above 2.5 km depth:Hooft, E. E. E., Heath, B. A., Toomey, D. R., Paulatto, M., Papazachos, C. B., Nomikou, P., et al. (2019). Seismic imaging of Santorini: Subsurface constraints on caldera collapse and present-day magma recharge. Earth and Planetary Science Letters, 514, 48–61. https://doi.org/10.1016/j.epsl.2019.02.033Below 2.5 km depth:Brüstle, A. (2013). Seismicity of the eastern Hellenic Subduction Zone. Retrieved from https://hss-opus.ub.ruhr-uni-bochum.de/opus4/frontdoor/index/index/docId/1127

Visualizations include surface fault traces from NOAFAULTs geospatial database of active faults of Greece: https://doi.org/10.5281/zenodo.3483135

 

This repository contains:

Full catalog in CSV format:CSV file data columns correspond to selected fields of the of NonLinLoc Hypocenter format output http://alomax.free.fr/nlloc/soft7.00/formats.html#_location_hypphs_

Selected visualization imagesAnimated 3D view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  V_Santorini_NE_Seismicity_NLL-SC_se4_movie_*.mp4Map view of all relocated seismicity (3904 events):  *_coherence.pngMap view of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4.pngProfile view from azimuth N135°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz135.pngProfile view from azimuth N225°E of relocated seismicity (ellipsoid semi-major axis length ≤ 4 km):  *_coherence_se4_fromAz225.pngMatrix of NLL-coherence maximum absolute coherences between event pairs:  *_waveform_coherences.png (event index corresponds to those in the CSV catalog)

Selected statistical plots In the distance_time_*.png plots, events with M≥4.5 are highlighed with blue circles.
DOI: 10.60623/l8hc57ty
title: Gippsland and Murray Basin Fiber Optic Distributed Temperature Sensing Data

description: This dataset contains both raw and processed data files. 

The data consists of temperature-depth profiles collected from boreholes using an AP Sensing N4386B and Silixa XT-DTS Distributed Temperature Sensing (DTS) instruments. 

The purpose of this data collection was to conduct a comparative study between DTS and conventional thermistor-based wireline logging methods. This comparison aimed to evaluate if DTS could serve as a viable alternative or complementary approach to conventional techniques in measuring borehole temperatures. 

The study was conducted as part of a master’s project, focusing on maximising the amount of data captured with DTS to compare its precision, accuracy, efficiency, and ease of deployment compared to the conventional method.
DOI: 10.15468/dl.8hzdub
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Greece, Israel, Syrian Arab Republic, Lebanon, Türkiye)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brassica cretica Lam."
 ]
}

 The dataset includes 722 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024338-250310093411724/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.28648607
title: Distribution data of <b>Aedes aegypti</b><b> and </b><b>Aedes albopictus</b>

description: Distribution data of <b>Aedes aegypti</b><b> and </b><b>Aedes albopictus</b>
DOI: 10.5281/zenodo.15074610
title: Dialecto Colloquial Speech Translator
DOI: 10.5281/zenodo.15074611
title: Dialecto Colloquial Speech Translator
DOI: 10.18112/openneuro.ds006036.v1.0.0
title: Dementia_photostimulation_dataset
DOI: 10.17632/2hcz75rm7n.1
title: data research post-doctorate

description: CSV file containing the information compiled in the questionnaire on digital skills related to the use of AI. The original information in some fields has been replaced with information that prevents the identification of the respondents and the participating institutions.
Participation was voluntary, guaranteeing anonymity and prior informed consent. Data were collected during two months by means of a self-administered digital survey, the responses to which were stored in spreadsheets for subsequent analysis in SPSS v.26.
DOI: 10.17632/g5xdn5sn8w
title: Theoretical Study on Selective Hydrogenation of Acetylene Catalyzed by Ni/Cu modified ZSM-12 zeolite

description: Metal-loaded zeolites exhibit great potential in selective hydrogenation reactions due to their unique channel structure and acidity. In this study, density functional theory has been used to simulate the reaction mechanism of the selective hydrogenation of acetylene in the Cu\Ni loaded ZSM-12 zeolite. The results show that all four catalysts exhibit higher adsorption energies for C2H2 than for H2. In the adsorption process, the catalyst preferentially adsorbs H2, which would dissociate hydrogen into hydrogen ions. It can be observed that hydrogen ions are adsorbed near the Cu atom, while C2H2 deforms and then bonds with Cu atoms. The hydrogenation of ethylene to ethane is the rate-determining step in the hydrogenation reaction of acetylene. Among the catalytic reaction pathways, Ni/Cu-ZSM-12 has the best activity in catalyzing the selective hydrogenation of acetylene to ethylene. Through comparing the projected density of states(PDOS), HOMO, and LUMO orbitals of Cu atom and Ni/Cu atoms, it’s found that the doping of Ni atoms leads to the electron transfer and promotes the selective hydrogenation reaction of acetylene.
DOI: 10.17632/g5xdn5sn8w.1
title: Theoretical Study on Selective Hydrogenation of Acetylene Catalyzed by Ni/Cu modified ZSM-12 zeolite

description: Metal-loaded zeolites exhibit great potential in selective hydrogenation reactions due to their unique channel structure and acidity. In this study, density functional theory has been used to simulate the reaction mechanism of the selective hydrogenation of acetylene in the Cu\Ni loaded ZSM-12 zeolite. The results show that all four catalysts exhibit higher adsorption energies for C2H2 than for H2. In the adsorption process, the catalyst preferentially adsorbs H2, which would dissociate hydrogen into hydrogen ions. It can be observed that hydrogen ions are adsorbed near the Cu atom, while C2H2 deforms and then bonds with Cu atoms. The hydrogenation of ethylene to ethane is the rate-determining step in the hydrogenation reaction of acetylene. Among the catalytic reaction pathways, Ni/Cu-ZSM-12 has the best activity in catalyzing the selective hydrogenation of acetylene to ethylene. Through comparing the projected density of states(PDOS), HOMO, and LUMO orbitals of Cu atom and Ni/Cu atoms, it’s found that the doping of Ni atoms leads to the electron transfer and promotes the selective hydrogenation reaction of acetylene.
DOI: 10.17632/b57vbt852z
title: Sulfur ointment for Atopic Dermatitis

description: Sulfur ointment for Atopic Dermatitis
DOI: 10.17632/b57vbt852z.1
title: Sulfur ointment for Atopic Dermatitis

description: Sulfur ointment for Atopic Dermatitis
DOI: 10.17632/zxyh72vpsg.1
title: Relevant data of sulfur ointment in the treatment of Atopic Dermatitis

description: The experiment included experimental data for the treatment of Atopic Dermatitis with sulfur ointment
DOI: 10.17632/3jh22j4687.1
title: Bi-level collaborative optimization scheduling

description: Data for paper “Bi-level collaborative day-ahead optimization scheduling of manufacturing-energy system targeting energy cost reduction”
DOI: 10.17632/cthvcyxgsd.1
title: Peer to Peer Lending Bibliometric

description: Scopus database peer to peer lending
DOI: 10.17632/8d77mhtf38.1
title: Appendices

description: Appendices consisting of transcripts from three interview discussions.
DOI: 10.17632/fkgb98kgbp.1
title: Data for Phago-mixotrophic activity within nanophytoplankton community in a subtropical marginal sea

description: The following supplementary dataset consists of the CTD data of K section, the physical and biochemical parameters of the culture experimental stations and the related data of mixotrophy about nanoeukaryotes, Mamiellophyceae, and Prymnesiophyceae in the northeast South China Sea..
DOI: 10.15468/dl.jeyr7p
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sterna paradisaea Pontoppidan, 1763",
 "Year 2008-2014"
 ]
}

 The dataset includes 700 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024339-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.