cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6pd2c48m66
title: BRWDS: A Multipurpose Dataset For Bangla Regional Word Detection

description: The BRWDS (Bangla Regional Word Dataset) is a comprehensive collection of commonly used Bengali words that highlights the linguistic diversity across 8 distinct divisions in Bangladesh. This dataset aims to tackle the challenges posed by regional accents and variations in Bengali, which can create barriers to communication. The dataset covers words from the following divisions: Dhaka, Chittagong, Mymensingh, Sylhet, Rajshahi, Khulna, Barishal, and Rangpur. In total, it includes 347 Bengali words that are frequently used in daily conversations across these regions. While Bengali is spoken across all these divisions, each region has its own unique accent, leading to variations in pronunciation and word usage, which are captured in this dataset.

To create this dataset, 12 native speakers from the 8 divisions, as well as one additional district, contributed by providing word samples. The data is stored in XLSX format, making it easily accessible for further research. This dataset has several potential applications, including the development of systems that can automatically detect regional variations in Bengali text, enabling better localization and understanding of regional dialects. It can also help minimize communication barriers caused by accent differences within Bangladesh by offering a more standardized understanding of regional variations. Additionally, the dataset can be used to translate regional words into standard Bengali (Chaste Bengali), making it easier for people to understand each other. The dataset also supports research into linguistic diversity and provides a foundation for future advancements in speech and text processing technologies. The dataset has been reviewed and evaluated by 9 authentic speakers from each division to ensure its accuracy and proper representation of the regional language variations.

Looking forward, the dataset can be further enriched by adding voice data, which would support more advanced research in areas such as speech recognition, accent detection, and machine translation for regional language variants.

Data was situated in Bangla RDS.xlsv . In sheet 1 named Region wise data was collected and evaluated on other sheet named categorize data where all the data was categorized and organize according to common chaste words.
DOI: 10.17632/hbr7yppnry
title: blindbox

description: An online survey was used to collect data in China. The survey link was sent to target respondents via social media platforms including WeChat, QQ, Xiaohongshu, Weibo, Douban, and Zhihu between March and April 2022. Each respondent received a 10-yuan incentive for taking part in the survey. Using a purposeful random sampling technique (Kumar and Ayodeji, 2021; Lim et al., 2022a; Sundararaj and Rejeesh, 2021), researcher can determine the criteria that were appropriate in order to consider the effect of analysing under study as well as to ensure randomization. The criteria for inclusion in the sample was that participants had to be people who were familiar with flight ticket blind-boxes were eligible for our survey. Those who responded negatively to the screening question (Do you know about flight ticket blind-boxes?) were excluded from this research. A total of 1264 questionnaires were collected; 126 invalid questionnaires were eliminated using a case-wise deletion approach. In these questionnaires, respondents marked the same answer for all questions (Lim et al., 2022). Table 4 presents the demographic profiles of the respondents.
DOI: 10.17632/vd5jy5w52m
title: Electrical muscular stimulation on shoulder instability: is it beneficial?

description: Objective: 
The aim of the study to collect relevant studies that examined the effects of Electrical Muscular Stimulation (EMS) on Shoulder Instability.
Background: 
The Shoulder instability is described as emerging when there are indications of shoulder laxity. The most common cause of primary shoulder dislocation in athletes is glenohumeral subluxation and dislocation. Roughly ninety-five percent of the first cases of shoulder dislocation result from an abrupt twisting motion, a forceful blow, or landing on an outstretched arm.
Methods: 
The review was carried out by searching scientifically recognized medical databases, including PubMed, Scopus, Pedro Database, ICTRP Database and WILEY Online Library. Date restrictions were not applied.
Results:
The studies that were included demonstrated that patients with Functional Posterior Shoulder Instability who received NMES-enhanced physical therapy had a significantly better main outcome. At the 3-month follow-up, the frequency of instability episodes improved significantly in the NMES-enhanced physical therapy group, and shoulder subluxation was significantly lower in position-triggered ES than in passive ES.
Conclusion:
The posterior shoulder instability was significantly and clinically alleviated by electrical muscle stimulation. On the other hand, position-triggered electrical stimulation (ES) might be more effective than passive ES for treating poststroke shoulder subluxation.
DOI: 10.17632/7nxjwwyjxd
title: CIF2Cell: Generating geometries for electronic structure programs

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract The CIF2Cell program generates the geometrical setup for a number of electronic structure programs based on the crystallographic information in a Crystallographic Information Framework (CIF) file. The program will retrieve the space group number, Wyckoff positions and crystallographic parameters, make a sensible choice for Bravais lattice vectors (primitive or principal cell) and generate all atomic positions. Supercells can be generated and alloys are handled gracefully. The code currently h... Title of program: CIF2Cell Catalogue Id: AEIM_v1_0 Nature of problem Generate the geometrical setup of a crystallographic cell for a variety of electronic structure programs from data contained in a CIF file. Versions of this program held in the CPC repository in Mendeley Data AEIM_v1_0; CIF2Cell; 10.1016/j.cpc.2011.01.013
DOI: 10.17632/brwkdrvs6j
title: 디지털 문맹자 선별 기반의 스마트 키오스크 시스템 구현에 관한 연구

description: 최근 수년간 기술의 급속한 발전은 특히 인공지능과 컴퓨터 비전 분
야에서 두드러지고 있다. 얼굴 인식과 음성 인식 기술이 크
게 발전했습니다. 이러한 기술의 발전은 특히 디지털 문맹자를 위
한 키오스크 시스템 분야에 새로운 가능성을 열어주고 있다. 비대면
사회로의 전환에서 키오스크 사용의 여러 문제점을 해결하기 위해,
얼굴인식 기술을 활용한 디지털 문맹자 선별이 가능한 스마트 키오
스크 시스템을 제안한다. 이러한 베리어프리 키오스크는 모든 사용자
가 편리하게 이용할 수 있도록 설계되었으며, 주요 특징으로는 접근
성, 다양한 사용자 인터페이스, 터치스크린, 글꼴 크기 및 색상 설정
기능 등이 포함된다. 이 기능들은 시각적 또는 운동 능력이 다양한
사용자들을 고려하여 설계되었다. 이 키오스크는 위생적인 비대면 서
비스를 제공함으로써 사용자에게 높은 편의성을 제공하고, 동시에 디
지털 소외 계층에게 디지털 서비스 접근의 기회를 제공한다. 이 연구
의 핵심 목표는 얼굴 인식 기술과 결합하여 사용자 친화적인 디지털
문맹자 선별이 가능한 스마트 키오스크 시스템의 구현을 탐구하는
것이다.

또한, 디지털 문맹자 선별이 가능한 키오스크의 자동화는 효율성을
크게 향상시킬 가능성을 제시한다. 각종 서비스 콘텐츠 제공 등의 기
능을 통해 키오스크가 다양한 상황에 빠르게 대응할 수 있는 장점을
제공한다. 이는 디지털 문맹자나 손이 불편한 사용자들을 포함한 넓
은 범위의 사용자들에게 접근성 측면에서 정보 전달의 기회를 제공
하며, 사회적 포용성을 높이는 방안 중 하나이다.

본 연구에서는 DeepFace 라이브러리를 사용하여 얼굴 인식과 감정
인식을 구현하였으며, 5,000개의 이미지로 구성된 데이터셋을 분석하
여 사람의 평가와 알고리즘이 감지한 감정 간의 일치율을 조사하였
다. 특히, 디지털 문맹을 나타낼 수 있는 놀람과 화남의 감정에 초점
을 맞추었다. 연구 결과, 놀람 감정의 일치율은 67.9%, 화남 감정의
일치율은 79.74%로 나타났다. 디지털 문맹자 판단은 키오스크 앞에
서의 체류 시간을 1차로 측정하여 5초 이상이면 디지털 문맹자로 간
주하고, 2차적으로는 나이(50세 이상), 감정(화남, 놀람), 눈동자 움직
임(F패턴, Z패턴)을 고려하여 순서대로 가중치를 부여하여 판단하는
순서도를 작성하였다. 이는 감정 인식을 디지털 문맹의 지표로 사용
할 수 있는 가능성을 시사한다.

마지막으로, 기술의 지속적인 발전과 얼굴 및 음성 인식 기술의 성숙
화는 이러한 연구를 더욱 타당하게 만들며, 딥러닝과 DeepFace 분야
의 혁신적인 발전은 정확하고 효과적인 얼굴 인식 시스템을 통해 키
오스크 혁신을 뒷받침한다. 이러한 연구 배경과 필요성을 고려할 때,
디지털 문맹자 선별이 가능한 스마트 키오스크 시스템은 향후 도시
환경에서 디지털 약자 및 일반인을 포함한 다양한 사용자에게 정보
전달 및 시각적 효과 제공에 혁신적이고 효율적인 해결책을 제시할
수 있는 중요한 연구 주제로 확인된다.
DOI: 10.6084/m9.figshare.12416369.v1
title: Supplementary Material for: Prediction of Neurodevelopmental Impairment in Congenital Cytomegalovirus Infection by Early Postnatal Magnetic Resonance Imaging

description: <b><i>Introduction:</i></b> Congenital cytomegalovirus infection (CCMVI) may result in neurodevelopmental impairments (NDIs) such as hearing loss, developmental delay, epilepsy, and cerebral palsy. We aimed to investigate the potential for brain magnetic resonance imaging (MRI) to predict NDI in patients with CCMVI. <b><i>Methods:</i></b> We studied infants with CCMVI who were referred to our hospital from April 2010 to October 2018 and underwent a brain MRI within 3 months since birth. We screened for 6 classic presentations of CCMVI including ventriculomegaly, periventricular cysts, hippocampal dysplasia, cerebellar hypoplasia, migration disorders, and white matter abnormalities. Images were interpreted by a blinded pediatric radiologist. NDI was defined as having a developmental quotient &lt;80, hearing dysfunction, blindness, or epilepsy requiring anti-epileptic drugs at approximately 18 months of corrected age. <b><i>Results:</i></b> The study involved 42 infants with CCMVI (median gestational age 38 weeks, birthweight 2,516 g). At least one abnormal finding was detected in 28 (67%) infants. Abnormal findings consisted of 3 cerebellar hypoplasia (7%), 7 migration disorders (17%), 26 white matter abnormalities (62%), 12 periventricular cysts (28%), 1 hippocampal dysplasia (2%), and 20 ventriculomegaly (48%). Abnormal findings were significantly more prevalent in infants with clinical symptoms (21/24, 91%) than in those without (7/19, 37%, <i>p</i> &lt; 0.01). For NDI prediction, having ≥2 of ventriculomegaly, periventricular cysts, and white matter abnormality produced the highest Youden index values (0.78). <b><i>Conclusion:</i></b> Infants with CCMVI with at least 2 of the abovementioned specific brain image abnormalities may be at high risk of developing NDI.
DOI: 10.6084/m9.figshare.24848292.v2
title: Weekly data cats for home trial

description: Dataset accompanying the paper "How lazy are pet cats really? Using machine learning and accelerometry to get a glimpse into the behaviour of privately owned cats in different households"
DOI: 10.17632/br3gr7kfh9
title: Igualdad genero

description: Base de datos ODS 5
DOI: 10.17632/h76nbndxt6
title: Dataset of leaf inclination angles for 71 different Eucalyptus species

description: The dataset presents leaf angle measurements for 71 different, Australia-native Eucalyptus species collected in 13 botanical gardens. This dataset is supplementary data for the submitted paper to Data in Brief [1]. The data format corresponds to the one used for reporting leaf angle measurements in TRY plant trait database. Regarding the measurements, we provide information on species, latitude, longitude, altitude, sampling date, exposition, plant growth form, comments, methods, reference, and measured leaf angles. Along with the dataset, R code (getLIAD.R) is provided which calculates Beta distribution parameters, mean and standard deviation, and de Wit distribution type from an input .csv file with leaf angle measurements (in degrees). Sample input .csv file (input_example_LIA.csv) for the R code is provided as well. Paper [1] describes the applied data collection methods and procedures. The data were collected as a part of projects from Estonian Research Council Grants PUT 232, PUT1355, Mobilitas Pluss MOBERC11, P7-Marie Curie Actions program, and Estonian Science Foundation grant no. ERMOS32. See further detail from the related article. [1] Pisek J., & Adamson, K. 2020. A dataset of leaf inclination angles for 71 different Eucalyptus species. Data in Brief (2020).
DOI: 10.17632/xfx2yhw949
title: Data and analyses scripts Belluardo et al. - Slow and steady wins the race: Diversification rate is independent from body size and lifestyle in Malagasy skinks (Squamata: Scincidae: Scincinae)

description: Datasets, input files and R scripts of the analyses performed in the manuscript.
DOI: 10.17632/7vdczstjd4
title: Hodrick-Prescott filter with jumps (Maranzano & Pelagatti, 2025)

description: We provide data and code to replicate the results presented in "A Hodrick-Prescott Filter with automatically selected breaks" (Maranzano & Pelagatti, 2025).
The subfolders allow replicating the following:
1. Simulation experiments discussed in Section 3 "Simulations";
2. Application results discussed in Section 4 "Assessing structural breaks in the Italian labour market";
3. Simulation experiments discussed in Section 5 "A comparison with other business cycle extraction methods".
For each subfolder a readme file is provided. It contains information about the reproduction steps.
DOI: 10.17632/dn7nng9b45
title: Data for: The investigation of hydrogen sublattice in Mg2NiHx (x=0.3) hydride by first-principle calculations

description: The supplementary data for the article: I.V. Oshchapovsky, I.Yu. Zavaliy and V.V. Pavlyuk The investigation of hydrogen sublattice in Mg2NiHx (x=0.3) hydride by first-principle calculations Materials Today Communications - 2020 The detailed description in file Supplementary.pdf, the output of program JDFTx, containing commands to reproduce calculations in file Supplementary.7z
DOI: 10.17632/rp26ck8hjy
title: Maternal Ambivalence

description: Dataset to develop the Maternal Ambivalence Scale
DOI: 10.17632/vx6h2dpt2k
title: Late Pleistocene-Holocene Iberian small mammal assemblages

description: Climate and environments have undergone significant changes throughout the Earth’s history, which are reflected in the faunal record. In that sense, small mammals provide valuable palaeoecological insights due to their close relationship with their associated environments. Our research investigates the dynamics of small mammal communities in the Iberian Peninsula from the Late Pleistocene to the Holocene, comparing regional environmental variations as well as anthropogenic impacts. Our review of the small mammal assemblages from 26 archaeological sites across the Iberian Peninsula revealed a differential response of the small mammal communities between the northern and southern areas. The colder climatic conditions which characterized the Late Pleistocene favoured the presence of mid-European species (e.g., Alexandromys (Oecomicrotus) oeconomus, Chionomys (Chionomys) nivalis) in northern regions until the Mid Holocene, while other cold-adapted taxa (e.g., Arvicola amphibius, Microtus gr. (Euarvicola) arvalis, Sorex araneus-coronatus) reached southern regions during the Last Glacial Maximum but disappeared at the beginning of the Holocene period. Palaeoenvironmental reconstructions indicate predominantly open landscapes and colder climates in the Late Pleistocene, with increased forest cover during the Early-Mid Holocene in northern areas. In contrast, the southern regions exhibited more stable environments compared to the northern ones. Our results underscore how the great environmental diversity and interactions between natural and anthropogenic factors affected the composition of Iberian small mammal communities during the last 20,000 years. Most specifically, during the Late Holocene, biogeographical patterns of the small mammals are mostly affected by anthropic activities, with changes in the distribution of some species (Microtus (Iberomys) cabrerae), and the entrance of new ones (synanthropic species).
DOI: 10.6084/m9.figshare.26975272.v1
title: NiTi-based-metamaterials-data

description: NiTi shape memory alloy; Microlattice metamaterials; Laser powder bed fusion; Superelastic performance; Machine learning
DOI: 10.6084/m9.figshare.28943648.v1
title: Increasing the clinical value of genetic testing in hereditary cancer by comprehensive panel-based whole genome sequencing

description: This study sought to assess the clinical effectiveness of comprehensive panel-based whole genome sequencing (WGS) for hereditary cancer testing. Panel-based WGS was conducted on 100 anonymized patients suspected of having hereditary cancer, utilizing a panel encompassing 297 cancer-related genes, covering both coding and non-coding regions.
DOI: 10.17632/93pd9ymmb3
title: Clinical, histopathologic, immunohistochemical and electron microscopic findings in cutaneous monkeypox: A multicenter retrospective case series in Spain

description: Background: The worldwide outbreak of monkeypox has evidenced the usefulness of the dermatologic manifestations for its diagnosis.
Objective: To describe the histopathologic and immunohistochemical findings of monkeypox cutaneous lesions.
Methods: This is a retrospective histopathologic and immunohistochemical study of 20 patients with positive Monkeypox virus DNA polymerase chain reaction (PCR) and immunohistochemical positivity for Vaccinia virus in cutaneous lesions. Four cases were also examined by electron microscopy.
Results: The most characteristic histopathologic findings consisted of full-thickness epidermal necrosis with hyperplasia and keratinocytic ballooning at the edges. In some cases, the outer root sheath of the hair follicle and the sebaceous gland epithelium were affected. Intraepithelial cytoplasmic inclusion bodies and scattered multinucleated keratinocytes were occasionally found. Immunohistochemically, strong positivity with anti-Vaccinia virus antibody was seen in the cytoplasm of ballooned keratinocytes. Electron microscopy study demonstrated numerous viral particles of Monkeypox virus in affected keratinocytes.
Limitations: Small sample size. Electron microscopic study was only performed in four cases.
Conclusion: Epidermal necrosis and keratinocytic ballooning are the most constant histopathologic findings. Immunohistochemical positivity for Vaccinia virus was mostly detected in the cytoplasm of the ballooned keratinocytes. These findings support the usefulness of histopathologic and immunohistochemical studies of cutaneous lesions for diagnosis of monkeypox.
DOI: 10.17632/kk6tnc8yct
title: esketamine and sufentanil

description: Data on effects of different anesthetics on vital signs of patients undergoing bronchoscopy.Systolic blood pressure, diastolic blood pressure, mean arterial pressure and heart rate of bronchoscopy patients were recorded before anesthesia, at the beginning of anesthesia, during anesthesia and at the end of anesthesia.These data reflect the change trend of vital signs after using different anesthetic drugs. It can provide reference for anesthesiologists in the face of different basic conditions of patients when choosing narcotic drugs.
DOI: 10.17632/n56tv4vghy
title: Appreciating Cow–Calf Contact: Evaluating Prospective Consumer Segments in Germany Through Cluster Analysis of Alternative Calf-Rearing Systems

description: This dataset stems from a study investigating public acceptance and evaluation of alternative calf-rearing systems during the first weeks of life. The background of the study lies in growing public concern about early cow–calf separation and individual calf housing in dairy production. In response, alternative systems, especially cow–calf contact (CCC) systems such as foster cow rearing and dam rearing, are gaining attention. 

The aim of this study was to evaluate the acceptance of five calf-rearing systems—individual housing, pair housing, early group housing, foster cow rearing, and dam rearing—and to identify promising consumer segments for products from CCC systems. To this end, an online survey was conducted in August 2023 with 996 participants aged 16 and above from Germany. The sample was recruited through a professional panel provider and was quota-representative regarding gender, age, federal state (region), income, and education.

The dataset includes ratings of acceptance for each rearing system, sociodemographic characteristics, and items related to attitudes toward farm animal welfare, cow–calf bonding, and dairy production.
DOI: 10.6084/m9.figshare.14220612.v1
title: Additional file 10 of Simplified plasmid cloning with a universal MCS design and bacterial in vivo assembly

description: Additional file 10. Supplementary data file. Raw data points as used for Figs. 4, 5, 6, 7, 8, S1, S3.
DOI: 10.17632/2jk9fp72r6
title: P-O FIT tool

description: Jobify Recruiting Srl, in collaboration with the University of Bergamo and in particular Prof. Massimiliano Barattucci, is developing a tool for measuring Person-Organization fit in the recruitment process. The instrument provides for the measurement on the company side and on the candidate side of 9 dimensions which describe the cultural, value, and work environment aspects. The questionnaire is aimed at measuring the fit between the company and the candidate so that the level of matching between the two entities emerges. The 9 dimensions measured are Change, Autonomy, Collaboration, Competitiveness, Ethics, Development, Attention to results, Customer orientation, and Centralisation.
The scales were developed starting from an updated review of the most recent research and reviews on the subject of P-O fit and corporate values, as regards the selection of measured values. The items of all sizes, completely original, have been created starting from a complete review of the literature.
DOI: 10.17632/62bdz36cz5
title: CNR1 DNA methylation data

description: This data was methylation level of the CpG site in the promoter region of the CNR1 gene in the ASD and control groups
DOI: 10.17632/8xfgf88f3w
title: Efficient generation of self-avoiding, semiflexible rotational isomeric chain ensembles in bulk, in confined geometries, and on surfaces

description: We provide an efficient ready-to-run code gensaw that generates single or large ensembles of self-avoiding, flexible, semiflexible, rotationally isometric or helical chains in the bulk or subject to arbitrary confinement and tethering conditions, where we allow for arbitrary intramolecular bending and dihedral energy functions. The resulting configuration files are provided in various common formats and can be immediately used to do molecular simulations or statistical analysis. We work out analytic expressions for the mean squared end-to-end distance and gyration radius of the semiflexible, helical and rotational isomeric state models with a finite number of bonds and arbitrary interaction potentials for direct comparison and testing of the code in the limiting case of unconfined phantom chains. In addition to the graphics-free linux standalone batch version gensaw that creates configuration and other files for high throughput applications from the command line, we provide an interactive online version gensaw-visualization that serves as platform-independent graphical user interface, and animates the resulting conformations using a remote gensaw server.
DOI: 10.17632/9jjbzd5b67
title: A dataset of food promotion on television targeted to children in Guatemala and Costa Rica

description: Childhood overweight and obesity are among the most critical challenges facing public health in the 21st century, being more prevalent in low- and middle-income countries. Promoting healthy foods to children has been shown to influence their purchasing requests and food preferences. The objective of this project was to assess the extent and nature (e.g. persuasive marketing techniques (PMT) and health related claims) of unhealthy food advertisements targeted to children (3-11 years) on the most-watched television channels in Guatemala and Costa Rica. The datasets contain information about 1862 food and beverages ads from Costa Rica and 2841 from Guatemala classified as permitted and non-permitted for marketing to children, according to the 2015 World Health Organization (WHO) nutrient profile, and PMT (i.e premium offers, promotional characters, brand benefit claims) and health related claims were also identified. We used the standardized methodology (training, sampling, recording, and ads coding) of the International Network for Food and Obesity Non-Communicable Diseases Research, Monitoring and Action Support (INFORMAS) for monitoring the extent and nature of food advertising on TV. Published files: • Read me file, contains descriptive information of each file, articles published from these datasets and contact information. • Protocol • Data collection form 1 • Costa Rica food promotion dataset ( csv format) • Guatemala food promotion dataset (csv format) • Data dictionary