cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w9x5p9f5hm.1
title: Awareness of muscular dystrophy in primary health care workers in Haryana.

description: Muscles gradually deteriorate as a result of a group of inherited degenerative disorders called the muscular dystrophies. They may be X-linked, autosomal dominant, or recessive traits that are handed down.
DOI: 10.17632/7w5jh9t3vh.1
title: Ethics Journal Club Supplement: Dermatologists' ethical obligation to underserved populations

description: This is a set of discussion questions for readers to consider following reading of our JAAD Ethics Journal Club article, "Dermatologists' ethical obligation to underserved populations."
DOI: 10.17632/7w5jh9t3vh.2
title: Ethics Journal Club Supplement: Dermatologists' ethical obligation to underserved populations

description: This is a set of discussion questions for readers to consider following reading of our JAAD Ethics Journal Club article, "Dermatologists' ethical obligation to underserved populations."
DOI: 10.17632/7w5jh9t3vh.3
title: Ethics Journal Club Supplement: Dermatologists' ethical obligation to underserved populations

description: This is a set of discussion questions for readers to consider following reading of our JAAD Ethics Journal Club article, "Dermatologists' ethical obligation to underserved populations."
DOI: 10.17632/v8y9gp3kpn.2
title: A Ship-Construction Dataset for Resource Leveling Optimization in Large Project Management Problems 

description: The present dataset concerns the basic elements of a real-world ship construction project. The following information is provided: 1) duration of activities, 2) correlations of activities, and resources of activities. The duration of activities and the correlation of activities are required for the construction of the project network. The project network is based on the well-known Critical Path Method and provides the limits for the start times of the activities. These limits range between the Early Start (ES) and Late Start (LS) time of every activity and sort the activities into two groups: 1) critical activities (ES=LS) and 2) non-critical activities (ES≠LS). When the project network is formed, the resource profile of the project can be developed. A resource profile is produced from the resource requirements per day of every executed activity. The project network and the resource profile of the project are the necessary information needed for defining and handling the resource leveling optimization problem. Resource leveling is a highly complex optimization problem corresponding to adjusting a project’s timeline (start and end dates) with the aim of matching resource allocation demands. The problem is particularly complex when a project is large and involves hundreds or even thousands of activities. Its successful solution is equivalent to considerable profits for the involved construction groups through the efficient management of their resources. The specific dataset has never been published before elsewhere and now there is a clear opportunity to provide these data for testing and benchmark experimentation to interested researchers.
DOI: 10.6084/m9.figshare.22284634
title: Data for "<strong>Hysteresis of the El Niño-Southern Oscillation to CO2 forcing</strong>"

description: Data for " <strong>Hysteresis of the El Niño-Southern Oscillation to CO2 forcing</strong>" <br> This is a carbon-removal dataset used to investigate the hysteresis of ENSO SST variability to CO2 forcing. It includes two experiments, namely, a present-day (PD) control and CO2 ramp-up and ramp-down experiments. The PD experiment is integrated for 900 years with a fixed CO2 concentration (1×CO2, 367 p.p.m.v.) in the present climate. The CO2 ramp-up and ramp-down experiment branches from the PD experiment at different phases of the Pacific Decadal Oscillation and Atlantic Multidecadal Oscillation to generate a total of 28 ensemble members. Each member is forced by the same time-varying CO2 forcing for 500 years, comprising a 1% increase per year in the CO2 concentration for 140 years until the concentration quadrupled (4×CO2, 1,468 p.p.m.v., ramp-up period); and a subsequent symmetric 1% decrease per year in CO2 concentration for another 140 years until it returned to the initial level (1×CO2, 367 p.p.m.v., ramp-down period), and a fixed CO2 concentration for the remaining 220 years (1×CO2, 367 p.p.m.v., restoring period).
DOI: 10.6084/m9.figshare.22284634.v1
title: Data for "<strong>Hysteresis of the El Niño-Southern Oscillation to CO2 forcing</strong>"

description: Data for " <strong>Hysteresis of the El Niño-Southern Oscillation to CO2 forcing</strong>" <br> This is a carbon-removal dataset used to investigate the hysteresis of ENSO SST variability to CO2 forcing. It includes two experiments, namely, a present-day (PD) control and CO2 ramp-up and ramp-down experiments. The PD experiment is integrated for 900 years with a fixed CO2 concentration (1×CO2, 367 p.p.m.v.) in the present climate. The CO2 ramp-up and ramp-down experiment branches from the PD experiment at different phases of the Pacific Decadal Oscillation and Atlantic Multidecadal Oscillation to generate a total of 28 ensemble members. Each member is forced by the same time-varying CO2 forcing for 500 years, comprising a 1% increase per year in the CO2 concentration for 140 years until the concentration quadrupled (4×CO2, 1,468 p.p.m.v., ramp-up period); and a subsequent symmetric 1% decrease per year in CO2 concentration for another 140 years until it returned to the initial level (1×CO2, 367 p.p.m.v., ramp-down period), and a fixed CO2 concentration for the remaining 220 years (1×CO2, 367 p.p.m.v., restoring period).
DOI: 10.17632/k964p29257.1
title: Post Traumatic Stress and Test Anxiety

description: This data is from a research project concerning test anxiety and post traumatic stress.
DOI: 10.17632/6fmjb9gcjr.1
title: Universidades Federais no Brasil (2009-2019): PNAES, Orçamento, Cobertura, Evasão

description: In this way, a worksheet with three folders was built. The first contemplated the budget, recording the budget volumes approved by law - nominal and real in December 2021 prices - and the budget volumes spent - nominal and real in December 2021 prices. Student Assistance actions for each of the IFES indicated by the Census variable called Social Support, comprising housing, food, transportation, permanence grant, work grant and educational material support actions. Finally, the last one stored the dropout volumes per institution present in the Census and which respond to cases of “Disengaged from the Course” in the variable “Academic Situation”. For all modules, cut-off variables such as region or age of the institution were used.
Therefore, in order to analyze the research object cut out by the budget of the National Student Assistance Program, by the extent of program coverage and dropout statistics, it was decided to section the collective of federal universities by their ages of accreditation with the Ministry of Education. Education (BRASIL, 2022), prioritizing the investigation of those universities that we call brand new – institutions created after 2007, that is, institutions created from the Support Program for Restructuring and Expansion Plans of Federal Universities (Reuni).
DOI: 10.17632/9nrm29bb3s.1
title: ENECO-PROCEEDİNGS OF ENERGY ECONOMİC RESEARCH CENTER

description: Periodical journal
DOI: 10.17632/jsjyj84r42.1
title: Metodología de Producción más Limpia y Eficiencia Energética para PYMES agroalimenticias

description: En Ecuador las pequeñas y medianas empresas agroalimenticias necesitan pasos sistemáticos y sencillos como guía para analizar sus procesos productivos con el afán de cumplir la legislación vigente e implementar soluciones de mejora aplicando Producción más Limpia y Eficiencia Energética, mediante la identificación de oportunidades de optimización del uso de energía eléctrica y combustible. Se aplicó la siguiente metodología: análisis de la energía térmica en tuberías de vapor, análisis termodinámico de una cámara de refrigeración, análisis termodinámico de equipos, análisis de la demanda de energía en horas pico, determinación de línea-base de la planilla eléctrica. Mediante la aplicación de estos pasos sistemáticos se identificó potenciales ahorros y los parámetros que la caracterizan, desde el punto de vista económico, ambiental y tecnológico con incidencia en el consumo eficiente de energía eléctrica y diésel.
DOI: 10.17632/jsjyj84r42.2
title: Metodología de Producción más Limpia y Eficiencia Energética para PYMES agroalimenticias

description: En Ecuador las pequeñas y medianas empresas agroalimenticias necesitan pasos sistemáticos y sencillos como guía para analizar sus procesos productivos con el afán de cumplir la legislación vigente e implementar soluciones de mejora aplicando Producción más Limpia y Eficiencia Energética, mediante la identificación de oportunidades de optimización del uso de energía eléctrica y combustible. Se aplicó la siguiente metodología: análisis de la energía térmica en tuberías de vapor, análisis termodinámico de una cámara de refrigeración, análisis termodinámico de equipos, análisis de la demanda de energía en horas pico, determinación de línea-base de la planilla eléctrica. Mediante la aplicación de estos pasos sistemáticos se identificó potenciales ahorros y los parámetros que la caracterizan, desde el punto de vista económico, ambiental y tecnológico con incidencia en el consumo eficiente de energía eléctrica y diésel.
DOI: 10.17632/bkzdcwm4cc.1
title: The Negative Effect of Tax Evasion and Tax Avoidance on the Nigerian Economy 

description: This work discusses the effect of tax evasion and tax avoidance on the Nigerian economy.
DOI: 10.17632/p8yx53j54d.1
title: Interspecific Ecological Interactions of Invasive Janitor Fish (Hypostomus duodecimalis) and Kanduli (Arius manillensis)

description: Alien (non-native) organisms that 
have been introduced into a region outside 
of their natural range, established selfsustaining
populations, and spread past their 
initial point of introduction are considered 
invasive species (Kolar and Lodge, 2010). 
The rate of alien species introductions 
worldwide has accelerated due to factors 
such as increasing human population, 
expanding transportation capabilities, and 
economic globalization. Invasive fish 
species have also taken control of the 
waterways of the Philippines, causing harm 
to native fish in many ways, such as preying 
on native fish, outcompeting native fish for 
food or other resources, and preventing 
native fish from reproducing or killing 
young native fish (Baquiran, 2022). Gregory 
Paul "Gregg" H. Yan, founder of Best 
Alternatives, has noticed a shift in the 
contents of fisherfolk's catch over the last 
ten years, with native fish like biya, ayungin, 
martiniko, ulang, and Kanduli becoming 
scarcer and alien species like Knifefish, 
Blackchin Tilapia, Cream Dory, and the 
Janitor fish multiplying in inland waters 
(Lacsamana, 2021) 
This study investigated the 
ecological interactions happened between 
the Janitor fish, an invasive fish, and the 
Kanduli, a local fish in the Philippines. The 
Janitor fish (Hypostomus duodecimalis) 
from South America is an invasive fish 
species that is spreading in local waterways 
and forests, threatening to edge out the 
country's indigenous plants and animals 
(Berame and Alfonso, 2019). It was 
originally introduced locally for aquariums, 
but careless handling and weak controls 
allowed it to escape into the wild. These 
foreign species may look like cute fishes but
government wildlife experts warn that they 
are displacing native fish while causing 
massive harm to the fishing industries 
(Macaraig, 2011). This study focused on 
predation and interspecific competition, as 
well as the growth rate and survival rate of 
the Kanduli that were made to interact with 
the Janitor fish. Data collection was 
conducted in one of the researcher's houses 
in Dagupan City during the second semester 
of 2022-2023 school year.
DOI: 10.17632/bk469frn5h.1
title: K-drama as a cultural marketing media: Prediction of continuance intention to watch K-drama

description: Korean dramas (K-Dramas) have become a media promotion of Korean culture to worldwide popularity in line with the popularity of Korean culture known as Hallyu. This study aims to explain the continuance intention to watch K-drama using the extended theory of planned behavior (TPB) with a cultivation theory perspective. Data was collected from 406 K-drama fans, then analyzed using a structural equation model. The results prove that the continuance intention to watch K-drama is influenced by the TPB constructs, especially the attitude towards K-drama and the attitude towards Korean culture. Furthermore, these two constructs are influenced by the production value and frequency of watching K-dramas. The findings will assist the film industry, especially K-drama, in developing and understanding better K-drama audience behavior to increase K-drama popularity among international audiences, then encourage the marketing of Korean culture. Theoretically, this research is empirically the first study to develop a TPB model with a cultivation theory perspective.
DOI: 10.17632/bk469frn5h.2
title: K-drama as a cultural marketing media: Prediction of continuance intention to watch K-drama

description: Data was collected from 406 K-drama fans, then analyzed using a structural equation model.
DOI: 10.17632/4kbryzxwbk.1
title: Materials for "Negative Excursion of Surface Electric Fields during Gamma-ray Glows in Winter Thunderstorms"

description: # Materials for "Negative Excursion of Surface Electric Fields during Gamma-ray Glows in Winter Thunderstorms"

## About

This data repository contains data and materials used for Wada et al. "Negative Excursion of Surface Electric Fields during Gamma-ray Glows in Winter Thunderstorms" submitted to Journal of Geophysical Research: Atmospheres. If you have any questions or comments, please contact the corresponding author of the paper.

## Data of radiation detectors

Data of radiation detectors are provided by the QDP format. It is just an ASCII data. In a row, the value and error of X and Y axes are included like "x x-error y y-error". QDP can be directly loaded by the Veusz plotter, which then authors used to produce figures. See also NASA's website (https://heasarc.gsfc.nasa.gov/ftools/others/qdp/node3.html).

## Field mill data

Data of the field mill is provided by the CSV format. The X-axis is UNIXTIME, and Y-axis is the surface electric field in the unit of kV/m.

## Contact
Yuuki Wada (Graduate School of Engineering, Osaka University)  
wada (at) yuuki-wd.space
DOI: 10.17632/zn4xgyvchh.1
title: Loess δDwax record in central Chinese Loess Plateau during the last deglaciation

description: Dataset provide the loess record with 2-cm intervals resolution in Xifeng, the central Chinese Loess Plateau during the last deglaciation. including the δDwax of n-alkane C29, magnetic susceptibility and grain size data.
DOI: 10.17632/vwndwrgnfx.1
title: Decoding Acute Myocarditis in COVID-19 Patients: A Machine Learning Approach to Predictive Modelling through Blood Indices and Biomarker Analysis

description: Blood samples from 4,500 COVID-19 patients, 4,012 healthy individuals, and 562 myocarditis patients,
DOI: 10.17632/df45kpknys.1
title: P53 Associated LncRNA data

description: Raw data contains processing files and uncropped blots
DOI: 10.17632/chcnh9g262.1
title: Decoding Acute Myocarditis in COVID-19 Patients: A Machine Learning Approach to Predictive Modelling through Blood Indices and Biomarker Analysis

description: The Figure and table of Manuscript “Decoding Acute Myocarditis in COVID-19 Patients: A Machine Learning Approach to Predictive Modelling through Blood Indices and Biomarker Analysis”. Blood samples from 4,500 COVID-19 patients and 562 myocarditis patients. Analysis coding as shown below:
DOI: 10.17632/5nfns355rn.1
title: Topical DCP for Melanoma ITMs Meta-analysis - Supplementary Files

description: Supplementary Files for meta-analysis of topical DCP (diphencyprone) therapy for melanoma in-transit metastases (ITMs)
DOI: 10.17632/bn29pmv4f4.1
title: Hysteroscopy IUA prevention RCT 202305

description: Raw data
DOI: 10.17632/zhk8wwz3f5.1
title: Operational Aspects of Monetary Policy in Controlling the Demand and Supply of Money 

description: The dataset on Operational Aspects of Monetary Policy in Controlling the Demand and Supply of Money holds significant value for researchers, governments, central banks, and commercial banks alike
DOI: 10.17632/j2mc3zzjx3.1
title: Raw data for manuscript "Recognition and combination of multiple cell-death features showed good predictive value in lung adenocarcinoma"

description: This dataste contains all the raw data and data analysis methods of our manuscript.
DOI: 10.17632/x4r3m4g3t6.1
title: MigraTur Qualitative Dataset

description: Excel dataset of the MigraTur study, including original Turkish text and the English translations.
DOI: 10.17632/6vb2j4tftg.1
title: PR Professionals and Stakeholders/Public Dataset

description: For increasing the diversity of our survey, we have solicited responses through google Forms, linkedin and personal e-mails. We have requested our known respondents from such sources to forward the survey solicitation email, questionnaire to their contacts. After around four months of continuous follow-up exercises, we have received 320 on-line responses (total for both the datasets). The total numbers of completed sample responses considered for further analysis were 295. Therefore, the response rate was 92.18 percent. Out of 295 sample respondents, 177 subjects (i.e. 60 percent) were male, while 118 (i.e., 40 percent) were female respondents. The average age of the respondents was 34.25 years from both the datasets. In the PR professionals dataset, out of the 95 respondents, 28 people (29.47 percent) of respondents were working as PR executives across various organizations, around 31 people (32.63 percent) were PR managers are rest were a mix of trainees, higher management, social media managers, etc. In the type of organizations, around 67 people (70.52 percent) were from PR agencies. Rest 30 percent were from government organizations, corporations, educational sectors are others. In the stakeholders or public dataset, 69 respondents (34.5 percent) were the internal public, 46 respondents (23 percent) were the media public (Journalists, influencers, etc.), 15 respondents (7.5 percent) were from the Government, 6 respondents (3 percent) were the event sponsors for a PR program. The educational qualifications of the respondents were segregated into masters’ degree, bachelors degree, PhD doctorate and others. Out of the 200 respondents of the stakeholder/public dataset, 103 (51.5 percent) had masters’ degree, 73 respondents (36.5 percent) had bachelor’s degree, 8 respondents( 4 percent) were doctorates and rest were in others category.
DOI: 10.17632/69xypndp6c.1
title: Data on antimicrobial activity of microalgae and medicinal plants against common bacteria causing diseases in fish and shellfish, poultry and dog

description: Figure 1. Antibacterial sensitivity of microalgae and medicinal plants against different isolated bacteria. 
Figure 2. Minimum Inhibitory Concentration (MIC) of microalgae and medicinal plants against isolated bacteria.
DOI: 10.17632/chkrp2j46y.1
title: INSTRUMENT ASSISSTED RELEASE OF QUADRATUS LUMBORUM ON PELVIC POSTURE AND ILIOPSOAS MUSCLE LENGTH IN NON-SPECIFIC LBP: A DOUBLE BLINDED PLACEBO CONTROLLED TRIAL

description: Iliopsoas and quadratus lumborum (QL) muscles, which are anatomically connected, frequently get stiff and adopt the anterior pelvic tilt posture in persistent non-specific low back pain (NSLBP). Since iliopsoas is a deep muscle it cannot be directly targeted for release. Instrument assisted release (IASTM) has gained popularity due to less efforts exerted by the therapist’s hands. However, the literature determining the effects of IASTM is still emerging. To determine the effect of IASTM release of QL on length of iliopsoas & pelvic posture in NSLBP. Thirty-two participants with NSLBP received conventional physiotherapy treatment including IFT & UST. In addition experimental group received IASTM (n=16), whereas control group (n=16) received sham IASTM for 10 days (5 sessions).The primary outcomes were length of iliopsoas using diagnostic ultrasonography & Thomas test angle, pelvic posture, assessed pre and post intervention. There was significant increase (p=0.0001) in the length of iliopsoas, decrease in the degree of Thomas test and angle of anterior pelvic tilt in experimental group when compared to control group.
DOI: 10.17632/rpzv35pccr.1
title: Software and design files for an autonomous surface vehicle for surface water water quality monitoring: The Naval Operating Research Drone Assessing Climate Change (NORDACC)

description: These software and design files enable replication of an autonomous surface vehicle for surface water water quality monitoring: the Naval Operating Research Drone Assessing Climate Change (NORDACC). NORDACC can navigate to pre-programmed waypoints to acquire discrete surface water samples while continuously measuring sea surface temperature and sea surface salinity whilst underway. Flushable valves and plumbing prevent cross-contamination between water samples. A first-person-view camera enhances situational awareness for the remote operator. NORDACC runs LabVIEW on a National Instruments MyRIO. Engineering students at Aarhus University designed, constructed, and validated the NORDACC as part of their Mechatronics project.
DOI: 10.17632/hxdkzcn65v.1
title: Content based Image Retrieval System using Hybrid model of optimization for medical databases

description: This repository showcases the research work conducted to develop an advanced Content-Based Image Retrieval (CBIR) system utilising a hybrid model of optimization specifically designed for medical databases. The repository encompasses various components, including image pre-processing techniques, feature engineering methodologies, and machine learning algorithms, each accompanied by their respective outcomes.
The repository is structured into distinct folders, each dedicated to a specific task. The Pre-processing folder houses code implementations for essential image enhancement techniques, such as contrast enhancement, etc aimed at improving the quality and usability of medical images within the CBIR system.
The Feature Engineering folder contains code and methodologies (optimisation approaches such as cuckoo) utilised to extract and transform relevant features from the pre-processed medical images. These features encompass diverse characteristics, including   colour, etc which are crucial for effective image retrieval and analysis.
The Machine Learning folder encompasses the implementation of various machine learning algorithms specifically tailored for medical image analysis and retrieval tasks. These algorithms are employed to train models capable of recognizing and categorising medical images based on their extracted features, enabling accurate retrieval and classification of relevant images.
Additionally, the repository includes meta-information detailing the datasets utilised for training and evaluation purposes. This information provides insights into the composition, size, and annotation of the medical image datasets, ensuring transparency and reproducibility of the research work.
Overall, this repository serves as a comprehensive resource for researchers and practitioners in the field of medical image retrieval, offering a hybrid model of optimization that combines pre-processing techniques, feature engineering, and machine learning algorithms to enhance the retrieval and analysis of medical images in a content-based manner.