cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/k6g9p6p3sz
title: Research methodology for business and accounting students 

description: La investigación universitaria toma importancia con el paso de los días, donde cada vez es más riguroso, ya que implica la construcción de nuevos conocimientos tanto para la ciencia como para el uso cotidiano, en campos específicos. 
Es por esto que se debe seguir unos pasos (de aquí que sea sistemático) que faciliten la planificación de actividades, el control de los avances y toma de decisiones de cambio, concernientes al dinamismo de la investigación. 

Es importante tener en cuenta que muchos estudiantes ven como algo complicado, aburrido, difícil, entre otros calificativos, a la investigación, para lo que nos planteamos la posibilidad de que los temas investigados no tengan un valor agregado para los estudiantes, por lo que pierden el interés y finalmente, buscan otros caminos de trabajo o desarrollo profesional.  

En resumen, los pasos serían:
1. Selección del tema: Interesante para el autor, y que permita cerrar o mitigar una brecha de conocimiento.
2. Revisión de literatura: Cuando se tiene el tema se debe revisar de forma exhaustiva la literatura referente a este tema, para corroborar la existencia de la brecha de conocimiento.
3. Planteamiento del problema, pregunta de investigación, o hipótesis.
4. Diseño de la metodología de la investigación. Métodos o técnicas de recolección de información, entre otros.
5. Recopilación y análisis de datos: Encuestas, entrevistas, experimentos, análisis de documentos, para finalmente utilizar técnicas de estadísticas u otros métodos de análisis de data.
DOI: 10.17632/7rfwyw2tr9
title: Data for Ojelade et al. "Capture and discard practices associated with an ornamental fishery affect the metabolic rate and aerobic capacity of three-striped dwarf cichlids Apistogramma trifasciata"

description: Data from the paper entitled "Capture and discard practices associated with an ornamental fishery affect the metabolic rate and aerobic capacity of three-striped dwarf cichlids Apistogramma trifasciata". Fishing causes the direct removal of individuals from wild populations but can also cause a physiological disturbance in fish that are released or discarded after capture. While the sublethal physiological effects of fish capture have been well-studied in commercial and recreational fisheries, this issue has been overlooked for fisheries in the ornamental fish trade, where it is common to capture fish from the wild and then discard non-target species. We examined the metabolic response to capture and discard procedures in the three-stripe dwarf cichlid Apistogramma trifasciata, a popular Amazonian aquarium species that nonetheless may be discarded when not a target species. Individuals (n = 34) were tagged and exposed to each of four treatments designed to simulate typical procedures during the capture and discard process: 1) a non-handling control; 2) netting; 3) netting + 30 seconds of air exposure; and 4) netting + 60 seconds of air exposure. Metabolic rates were then estimated using intermittent-flow respirometry, immediately following each treatment then throughout recovery overnight. Increasing amounts of netting and air-exposure caused an acute increase in oxygen uptake and decrease in available aerobic scope. In general, recovery occurred quickly, with rapid decreases in oxygen uptake within the first 30 minutes post-stress handling. Notably, however, male fish exposed to netting + 60 seconds of air exposure showed a delayed response whereby available aerobic scope was constrained below 75% of maximum until around 4-6 hours post-stress. In addition, larger fish showed a greater initial increase in oxygen uptake post-stress and slower rates of recovery. The results suggest that in the period following discard, this species may experience a reduced aerobic capacity for additional behavioral/physiological responses including feeding, territory defence, and predator avoidance. These results are among the first to examine the impacts of discard practices in the ornamental fishery and suggest that ecophysiological research can provide valuable insight toward increasing sustainable practices in this global trade. File contain data plus a metadata tab explaining each column and the units of measurement.
DOI: 10.6084/m9.figshare.13646930.v1
title: Additional file 2 of Preoperative risk factors including serum levels of potassium, sodium, and creatinine for early mortality after open abdominal surgery: a retrospective cohort study

description: Additional file 2. Predictive model for 30 days mortality in in patients undergoing open abdominal surgery.
DOI: 10.17632/gbznrs8cb5
title: Dataset of of the study "Metacognition and sense of agency"

description: Dataset of the study "Metacognition and sense of agency"
The worksheet of type 2 d' was replaced by the worksheet of meta-d'.
DOI: 10.17632/hxv6jxmp2j
title: Setmelanotide, an MC4R Agonist, for Obesity in Individuals with Smith-Magenis Syndrome

description: Underlying data presented in manuscript titled, "Setmelanotide, an MC4R Agonist, for Obesity in Individuals with Smith-Magenis Syndrome"
DOI: 10.17632/cbdp37367b
title: Mental health

description: MENTAL HEALTH RESEARCH DATABASE FOR UNIVERSITY STUDENTS
DOI: 10.17632/g2ch4vby5h
title: Seventy-six years of Journal of Finance

description: All 5149 publications from Journal of Finance in 76 years for bibliometric analysis!
DOI: 10.17632/j9brfgbz35
title: Instances for Inventory Routing Problem

description: Instances of paper "Robust Optimization for Inventory Routing Problem in Distribution of Emergency Stockpiles"
DOI: 10.17632/wfts5krpj7
title: Assessing Student Anxiety Levels During Board Examinations

description: This research was conducted to determine the anxiety level of students during board examination
DOI: 10.17632/s96szk84zb
title: Data for: Location of Artinite (Mg2CO3(OH)2·3H2O) within the MgO-CO2-H2O System using Ab initio Thermodynamics

description: This repository hosts data supporting the findings in the open-access paper: "Location of Artinite (Mg2CO3(OH)2·3H2O) within the MgO-CO2-H2O System using Ab initio Thermodynamics" from Joshua S. Tse, James Grant, Jonathan M. Skelton, Lisa J. Gillie, Runliang Zhu, Giovanni L. Pesce, Richard J. Ball, Stephen C. Parker, and Marco Molinari, Published in Physical Chemistry Chemical Physics 2023, 25, 18011-18022, DOI:10.1039/D3CP00518F  (https://pubs.rsc.org/en/content/articlehtml/2023/cp/d3cp00518f)
DOI: 10.17632/58mmv9j4g9
title: Women and Property 1785-1789 Unique Females Only by Marital Status: North Riding Register of Deeds

description: Research hypothesis was to use the Registers of Deeds for the North Riding of Yorkshire (held at North Yorkshire County Record Office, Northallerton, England) to advance knowledge about women's involvement with property transfer and the wider property market in the 18th & 19th centuries. Registers began in 1736 and ceased in 1970; there are 89 Index Ledgers and 2,328 Deeds Registers. The system for recording data changed in 1885 so one Index Ledger was selected from pre/ post this date and 100 years apart to incorporate impact of Marriage Acts. Stage 1 - Two Index Ledgers were transcribed in full: 1) Index of Lands Vol 9 (1784-90) covers a seven-year period and contains 6,868 unique transactions (31,966 lines); and 2) Index of Lands 1885-1889 covers a five-year period and contains 14,481 unique transactions (52,741 lines). Each line represents a person's name. Core data from Index showed Township, unique reference and names of parties, but the 18th century Index Ledger did not show date of transaction or all parties. To analyse by gender this information was required so was added by using the Deeds Registers. Information from the individual Deeds Registers was then used to add to the core datasets: Stage 2 - The gender of all parties ('male', 'female' and 'not applicable' (for businesses) was added. Stage 3 - The usual residence, occupation (if any), marital status and any details of family relationships or inheritance rights of every women was added. Stage 4 - The 18th century dataset was then reduced to a five-year period covering 1785-1789 ONLY to provide a direct comparison with the 19th century dataset. Comparative analysis by: gender, marital status and number of transactions. Each transaction has a unique reference number but can contain multiple parties and cover more than one township. To identify the true number of transactions, the data had to be controlled for these factors. A control for uniqueness was also required for those individuals and organisations involved in multiple transactions and to avoid assuming that everyone with the same name was actually the same person. Where women were involved, additional data e.g. marital status, residence or family relationships was used to differentiate between like women. 1785-1789 findings include: distinctive patterns of female property involvement by gender and marital status. Married women represent more than 50% of female transactions despite having little, if any, legal status (coverture). Although 2,086 women transacted during this period, only 1.39% did so without husband's involvement; this increased to 45.47% by 1885-1889 period, reinforcing that Married Women's Property Acts were beginning to make an impact, treating married women as if 'feme sole'. **This dataset is a subset of ALL named females after being controlled for uniqueness and represents 2,296 UNIQUE FEMALES, sorted by Marital Status, then alphabetically - who were transacting property during the period 1785-1789.**
DOI: 10.17632/zx7jdhw9xb
title: Data for: The influence of rigid matrix minerals on organic porosity and pore size in shale reservoirs: Upper Devonian Duvernay Formation, Alberta, Canada

description: These are the lithofacies descriptions, XRD, ICP-MS, pyrolysis, bitumen reflectance, helium porosimetry, MICP, NMR, and SEM porosity data sets for the following paper: "The influence of rigid matrix minerals on organic porosity and pore size in shale reservoirs: Upper Devonian Duvernay Formation, Alberta, Canada" Levi J. Knapp, Omid H. Ardakani, Shinnosuke Uchida, Takashi Nanjo, Chiaki Otomo, Tatsuya Hattori
DOI: 10.6084/m9.figshare.28876808.v4
title: gene data from Clinvar

description: Genetic data obtained from Clinvar websites
DOI: 10.6084/m9.figshare.25903720.v2
title: Patterns in ground-level methane and carbon dioxide in summer in the Mackenzie-Beaufort Delta Region

description: A .csv file containing atmospheric CH<sub>4</sub> and CO<sub>2</sub><sub> </sub>mixing ratios for the Mackenzie-Beaufort Delta region of the Northwest Territories, Canada. Data was collected from July 16<sup>th</sup>- 19<sup>th</sup>, 2019, n= 85,184 samples. Data was collected during mobile surveys using a truck mounted Picarro G2210i analyser, while driving on public roads with little traffic. The sample inlet was located on the grille of the truck at a height of about 1.25 m. Time and GPS coordinates were recorded for each measurement and corrected to reflect the lag in transport time from the sample inlet to the analyzer. Gas mixing ratios were standardized to Ameriflux FB04306 breathing grade air (benchmarked to 0.5 ppb). All sample times have been converted to Greenwich Mean Time (GMT).
DOI: 10.15468/dl.5tcsjf
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fish Collection NRM",
 "TaxonKey is Australoheros scitulus (Říčan & Kullander, 2003)"
 ]
}

 The dataset includes 107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009142-250426092105405/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.21747089.v3
title: Supplementary File 1 – Rajaei et al. An online taxonomic facility of Geometridae (Lepidoptera), with an overview of global species richness and systematics. Integrative Systematics 5 (2). https://doi.org/10.18476/2022.577933

description: Supplementary File 1. Examined literature between 2003-23.5.2022, with biogeographic coverages (Excel file).
DOI: 10.17632/nwn5vn7nwd
title: Varietal response of cowpea (Vigna unguiculata) and yard long bean (Vigna unguiculata subsp. sesquipedalis) against invasive thrips, Thrips parvispinus (Karny) (Thysanoptera: Thripidae)

description: This dataset presents the varietal response of cowpea and yard-long bean to the invasive thrips species Thrips parvispinus (Karny) under field conditions. The study was conducted in Kerala, India, during the rabi and summer seasons (2022–2024). The dataset includes:

Varieties Tested: Kanakamony, Anaswara (Semi- trailing cowpea), Bhagyalakshmi, Kashi Kanchan (Bushy cowpea), Lola, Vyjayanthi, Vellayani Jyothika, Malika, Sharika, Gitika and Deepika (yard long bean) 
Thrips Infestation Data: Mean thrips population per plant for each variety, Mean thrips population per flower for each variety, leaf damage score, flower damage score at different growth stages, flower bud abortion rate, number of peduncles with pods, per cent effective peduncles, recorded at different growth stages.
Damage Assessment: Flower damage scoring based on the Jackai and Singh (1988) damage scale.
Yield Data: number of peduncles with pods and per cent effective peduncles across tested varieties.
Pesticide-Free Management: No insecticides were applied to evaluate natural resistance.
Statistical Analysis: Mean comparisons using ANOVA, correlation between thrips population, damage scores, flower bud abortion rate, per cent effective peduncles, no of pods peduncles with pods recorded at different growth stages and resistance categorization of varieties, heritability data
File Formats
CSV (.csv) – raw data and processed data with statistical results.
Keywords
Damage score, thrips population, Resistant genotypes, Flower bud abortion rate, Heritability, coefficient of variation

Funding Information
(Kerala Agricultural University)

Contact Information
Safna M
Kerala Agricultural University
[safns-2020-21-015@student.kau.in
DOI: 10.17632/t7jhp2bc7x
title: Hybrid materials of probiotics

description: The dataset includes the raw sequencing data of the 16s amplicon and single-cell sequencing. This information is crucial for researchers and industry professionals interested in developing innovative probiotic delivery systems.
DOI: 10.17632/zp6d5w8kdv
title: Data from: Sub-cone visual resolution by active, adaptive sampling in the human foveola

description: Cone mosaic images, cone coordinates, retinal locations (PCD, CDC and PRL) and eye motion trajectories are related to: Witten et al., Sub-cone visual resolution by active, adaptive sampling in the human foveola, eLife (2024), https://doi.org/10.7554/eLife.98648.1
A MATLAB code that can be used for plotting the data on the original image is provided. 

Abstract:
The foveated architecture of the human retina and the eye’s mobility enable prime spatial vision, yet the interplay between photoreceptor cell topography and the constant motion of the eye during fixation remains unexplored. With in vivo foveal cone-resolved imaging and simultaneous microscopic photo stimulation, we examined visual acuity in both eyes of 16 participants while precisely recording the stimulus path on the retina. We find that resolution thresholds were correlated with the individual retina’s sampling capacity, and exceeded what static sampling limits would predict by 18 %, on average. The length and direction of fixational drift motion, previously thought to be primarily random, played a key role in achieving this sub-cone diameter resolution. The oculomotor system finely adjusts drift behavior towards retinal areas with higher cone densities within only a few hundred milliseconds to enhance retinal sampling.


Additional information about previous scientific projects and ongoing research can be found on our website: https://ao.ukbonn.de/
DOI: 10.6084/m9.figshare.16814932.v1
title: 600 JEOL ULT NMR Spectrometer Data

description: This dataset contains the spectrometer data for the temperature sensor and MAS sensor.
DOI: 10.17632/nnfmh6fdhc
title: Data for: Automatic endmember bundle unmixing methodology for lunar regional area mineral mapping with ChangE-1 data

description: The dataset is collected by ChangE-1, which can be downloaded from Ground application system (http://moon.bao.ac.cn/) for lunar exploration project. The data ID of the research area is CE1_BMYK_IIM_SCI_N_20081204081022_20081204101804_4458, and the image concludes 2843 rows with 128 lines. The dataset includes 32 bands from 0.48 μm to 0.96 μm, the spectral resolution is 15nm.
DOI: 10.6084/m9.figshare.7618631.v1
title: Supplementary Material for: Novel Benzodiazepine-Like Ligands with Various Anxiolytic, Antidepressant, or Pro-Cognitive Profiles

description: Altered gamma-aminobutyric acid (GABA) function is consistently reported in psychiatric disorders, normal aging, and neurodegenerative disorders and reduced function of GABA interneurons is associated with both mood and cognitive symptoms. Benzodiazepines (BZ) have broad anxiolytic, but also sedative, anticonvulsant and amnesic effects, due to nonspecific GABA-A receptor (GABAA-R) targeting. Varying the profile of activity of BZs at GABAA-Rs is predicted to uncover additional therapeutic potential. We synthesized four novel imidazobenzodiazepine (IBZD) amide ligands and tested them for positive allosteric modulation at multiple α-GABAA-R (α-positive allosteric modulators), pharmacokinetic properties, as well as anxiolytic and antidepressant activities in adult mice. Efficacy at reversing stress-induced or age-related working memory deficits was assessed using a spontaneous alternation task. Diazepam (DZP) was used as a control. Three ligands (GL-II-73, GL-II-74, and GL-II-75) demonstrated adequate brain penetration and showed predictive anxiolytic and antidepressant efficacies. GL-II-73 and GL-II-75 significantly reversed stress-induced and age-related working memory deficits. In contrast, DZP displayed anxiolytic but no antidepressant effects or effects on working memory. We demonstrate distinct profiles of anxiolytic, antidepressant, and/or pro-cognitive activities of newly designed IBZD amide ligands, suggesting novel therapeutic potential for IBZD derivatives in depression and aging.
DOI: 10.17632/55zymxczp2
title: Data and code for the paper ESG Disclosure Quality and Cost of Debt

description: This is the data and code for the paper ESG Disclosure Quality and Cost of Debt, which is published in Emerging Market Review.
DOI: 10.6084/m9.figshare.24124641.v1
title: Supplementary Material for: Trends in accuracy and appropriateness of alopecia areata information obtained from a popular online large language model, ChatGPT

description: Patients with alopecia areata (AA) may access a wide range of sources for information about AA, including the recently developed ChatGPT. Assessing the quality of health information provided by these sources is crucial, as patients are utilizing them in increasing numbers. This study aimed to evaluate appropriateness and accuracy of responses to common patient questions about AA generated by ChatGPT. Responses generated by ChatGPT 3.5 and ChatGPT 4.0 to 25 questions addressing common patient concerns were assessed by multiple attending dermatologists in an academic center for appropriateness and accuracy. Appropriateness of responses by both models for use in two hypothetical contexts: 1) for patient-facing general information websites, and 2) for electronic health record (EHR) message drafts were measured. This study found the accuracy across all responses was 4.41 out of 5. Accuracy scores of responses ChatGPT 3.5 responses had a mean of 4.29, whereas those generated by ChatGPT 4.0 had mean accuracy score of 4.53. Assessments ranged from 100% of responses rated as appropriate for the general question category to 79% questions about management for an EHR message draft. Raters largely preferred responses generated by ChatGPT 4.0 vs. ChatGPT 3.5. Reviewer agreement was found to be moderate across all questions, with a 53.7% agreement and Fleiss’ κ co-efficient of 0.522 (p-value &lt; 0.001). The large language model ChatGPT outputted mostly appropriate information for common patient concerns. While not all responses were accurate, the trend toward improvement with newer iterations suggests potential future utility for patients and dermatologists.
DOI: 10.17632/jxr2pgmzmw
title: Kinetics and thermodynamic analysis of pyrolysis of paper waste

description: Thermogravimetric analysis (TGA) data of paper waste pyrolysis.
DOI: 10.21233/wqnm-zb72
title: North Well Creek 2 pollen dataset

description: Raw data for the North Well Creek 2 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/38h7ncvyxh
title: Data for: Field-based Measurements of Volcanic Ash Resuspension by Wind
DOI: 10.17632/9pz6yjthxf
title: land use under desertified land governance

description: Land use data under natural increase scenario and desertified land governance scenario by 2035
DOI: 10.17632/9chpdgvpgk
title: Data for: High-velocity ice impact damage quantification in composite laminates using a frequency domain-based correlation approach

description: Enclosed is raw data for all intact and damaged composite plate frequency response functions from which CFDAC matrices can be constructed. The nomenclature corresponds to that used in the paper.
DOI: 10.17632/y2pmnjrnyr
title: PRRX2-Mediated Transcriptional Regulation of GLI2 Promotes Cell Proliferation, Invasion and Metastasis by Suppressing Cellular Senescence via Hedgehog Signaling in Pancreatic Cancer

description: Our discovery of the role of PRRX2 in pancreatic cancer and its mechanism provides new ideas for the diagnosis and treatment of pancreatic cancer.
DOI: 10.17632/trybb95zhy
title: DT-SB

description: All tables in the table can be obtained by running "code.do". We have clarified all tables relavant in the do-file.
Data and code for Fig.1 are provided in file "Season_Ind_Year.xlsx" generated from "code.do", and "fig1.py".
DOI: 10.17632/7x69h82czg
title: Locations of New Jersey Firearm Retailers

description: In this project we located New Jersey’s Gun Retailer data for the month of February 2023 off of the Bureau of Alcohol, Tobacco, Firearms and Explosives website. In doing so we created an accessible data set on the location of NJ Gun Retailers (only for the month of February 2023).
DOI: 10.17632/f5v9r64c45
title: Water isotope and meteorological observation data of Shiyang River Basin from 2021 to 2022

description: This dataset contains hydrogen and oxygen isotopes of surface water, precipitation and soil water collected around Hongyashan Reservoir in Shiyang River Basin during 2021-2022, as well as basic meteorological data.
DOI: 10.17632/gwdy3kvbz6
title: Cytokine array screening

description: Cytokine array screening for the change of cytokines in the plasma of streptozotocin-induced diabetic mice treated with GCGR mAb