cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27647532.v1
title: Impact of Hearing Loss Type on Linguistic Development in Children: A Cross-Sectional Study

description: Background/Objectives: Hearing loss in childhood is associated with significant challenges in linguistic and cognitive development, particularly affecting language skills such as syntax, semantics, and pragmatics, which are essential for effective communication and social integration. This study aims to analyze how different types and degrees of hearing loss impact linguistic development in children, and to identify clinical factors—such as age at diagnosis and years of language intervention—that may predict language performance. Methods: This study included a sample of 140 children aged 6 to 12, categorized into seven groups based on their hearing condition: unilateral and bilateral conductive, unilateral and bilateral sensorineural, unilateral and bilateral mixed hearing loss, and a control group with no hearing loss. Linguistic development was assessed using the Clinical Evaluation of Language Fundamentals - 5 (CELF-5), a validated tool for diagnosing language disorders. Statistical analyses, including MANOVA and multiple regression, were conducted to evaluate differences in linguistic skills across groups and to determine the predictive value of clinical variables on total language performance. Results: The analysis revealed statistically significant differences across groups in all assessed linguistic domains (p &lt; 0.001), with children with severe or bilateral hearing loss exhibiting notably lower scores compared to normohearing peers. The multiple regression analysis indicated that type of hearing loss was the strongest predictor of total linguistic performance (β = -0.674), followed by age at diagnosis (β = -0.285) and age of hearing device adaptation (β = -0.220). Years of language intervention also contributed significantly (β = 0.198) but to a lesser extent. Conclusions: The study highlights the critical impact of early and comprehensive auditory and language intervention on linguistic outcomes for children with hearing impairments. Early diagnosis and timely adaptation of hearing aids or cochlear implants are essential in mitigating language deficits, particularly in areas like syntax and pragmatic skills. These findings support the need for specialized, long-term interventions tailored to the severity and type of hearing loss to improve language development in this population.
DOI: 10.17632/37ys78kpxn
title: Inventories, Input Costs, and Productivity Gains from Trade Liberalizations

description: Replication files
DOI: 10.6084/m9.figshare.22773977.v3
title: Fatalism and risk perception T2DM

description: Evaluation of fatalistic beliefs in five dimensions and the risk of diabetes in university students. The work was approved by the University of Guanajuato.
DOI: 10.6084/m9.figshare.5771457.v1
title: IGT

description: Iowa Gambling Task
DOI: 10.17632/5hm687y7td
title: Validation and seasonal variation on mean levels and prevalence of AFM1 in white hard cheeses made in El Salvador and Nicaragua

description: This dataset consists of four files of type SPSS Statistics data document. The first, provides the results of a five-day trial for validation of ELISA analytical method for quantifying AFM1 in hard cheese. Two other files present the seasonal variation of average levels of AFM1 measured in Salvadorian and Nicaraguan-made cheeses, including some meteorological parameters. The fourth archive, presents the data organized to run a contingency table with the aim of demonstrating the association between the prevalence of AFM1 contamination cases in hard cheese and the seasons of the year of monitoring.
DOI: 10.17632/zpk56mc7xt
title: Data for: Developing a Nitrogen load Apportionment Tool (NAT): theory and application
DOI: 10.17632/63xh6ns7gm
title: Data for: How Does Intergenerational Investment Respond to Changes in the Marriage Market? Evidence from China

description: It includes data and stata codes for the paper.
DOI: 10.17632/vgj4rjrj3d
title: Data for planning hybrid electrical energy systems in Brazil

description:  These data refer to the planning of hybrid electrical energy systems (HEES) for two commercial consumers, C1 and C2, located in Brazil.

The file "Data_Components.xlsx"  contains the costs and technical specifications of the following HEES components:
1. Photovoltaic panels.
2. Inverter.
3. Diesel generator.
4. Battery energy storage system.

The files "Data_Consumer_C1.xlsx" and "Data_Consumer_C2.xlsx" are related to C1 and C2, respectively, and contain the following data:
1. Load demand scenarios.
2. Clearness index scenarios.
3. Diesel price scenarios for thermoelectric generation.
4. Scenarios for the green, yellow, red level 1 and red level 2 tariff flags.
6. Ambient temperature.
5. Number of days each planning period represents.
6. Probability occurrence of each scenario.
7. Probability occurrence of each tariff flag.
8. Contracted demand and demand tariff.
DOI: 10.6084/m9.figshare.28605015.v1
title: Additional file 2 of Multinomial logistic regression algorithm for the classification of patients with parkinsonisms

description: Additional file 2.
DOI: 10.17632/5j28czhtb7
title: Data for Knowledge gaps in Latin America and the Caribbean and economic development

description: We provide the data used for this research in both Excel (one file with one matrix per sheet, 'Allmatrices.xlsx'), and CSV (one file per matrix). Patent applications (Patent_applications.csv) Patent applications from residents and no residents per million inhabitants. Data obtained from the World Development Indicators database (World Bank 2020). Normalization by the number of inhabitants was made by the authors. High-tech exports (High-tech_exports.csv) The proportion of exports of high-level technology manufactures from total exports by technology intensity, obtained from the Trade Structure by Partner, Product or Service-Category database (Lall, 2000; UNCTAD, 2019) Expenditure on education (Expenditure_on_education.csv) Per capita government expenditure on education, total (2010 US$). The data was obtained from the government expenditure on education (total % of GDP), GDP (constant 2010 US$), and population indicators of the World Development Indicators database (World Bank 2020). Normalization by the number of inhabitants was made by the authors. Scientific publications (Scientific_publications.csv) Scientific and technical journal articles per million inhabitants. The data were obtained from the scientific and technical journal articles and population indicators of the World Development Indicators database (World Bank 2020). Normalization by the number of inhabitants was made by the authors. Expenditure on R&D (Expenditure_on_R&D.csv) Expenditure on research and development. Data obtained from the research and development expenditure (% of GDP), GDP (constant 2010 US$), and population indicators of the World Development Indicators database (World Bank 2020). Normalization by the number of inhabitants was made by the authors. Two centuries of GDP (GDP_two_centuries.csv) GDP per capita that accounts for inflation. Data obtained from the Maddison Project Database, version 2018 (Inklaar et al. 2018), and available from the Open Numbers community (open-numbers.github.io). Inklaar, R., de Jong, H., Bolt, J., & van Zanden, J. (2018). Rebasing “Maddison”: new income comparisons and the shape of long-run economic development (GD-174; GGDC Research Memorandum). https://www.rug.nl/research/portal/files/53088705/gd174.pdf Lall, S. (2000). The Technological Structure and Performance of Developing Country Manufactured Exports, 1985‐98. Oxford Development Studies, 28(3), 337–369. https://doi.org/10.1080/713688318 Unctad. 2019. “Trade Structure by Partner, Product or Service-Category.” 2019. https://unctadstat.unctad.org/EN/. World Bank. (2020). World Development Indicators. https://databank.worldbank.org/source/world-development-indicators
DOI: 10.6084/m9.figshare.28850762.v1
title: Raw data of the manuscript "Identification and categorization of polarized fluoride messages in Facebook posts"

description: Raw data of the manuscript "Identification and categorization of polarized fluoride messages in Facebook posts"
DOI: 10.17632/xhjfjrccxs
title: Additive Manufacturing by laser-assisted drop deposition from a metal wire - Supplementary material

description: This file contains the data used for the different figures in the paper
DOI: 10.17632/gbf65kd8vm
title: Identification and uncertainty measurement for generalized Hammerstein models with multiple linear dynamics

description: The data is used to identify generalized Hammerstein models and measure their modeling uncertainties.
The uploaded dataset file includes an m file and a mat file, and their file names are `main_code' and `Figure_data' respectively. 
The m-file can be opened and run with Matlab software. The m-file is loaded into the mat-file, and some figures can be automatically drawn to show the results of the industrial case study in the linked paper.
DOI: 10.6084/m9.figshare.22233403.v1
title: Supplementary Table 30.xlsx

description: Lipidomics data derived from livers of PBS- and B16F10-CL-EVP-educated mice.
DOI: 10.17632/brvgsyhhy9
title: Modeling asphaltene precipitation in live crude oil

description: The presented data are the data used for modeling asphaltene precipitation in live crude oil by performing CPA-EOS. These data are related to a manuscript entitled "Modeling Asphaltene Precipitation in Live Crude Oil Using Cubic Plus Association (CPA) Equation of State". This data bank is gathered from Burke et al., 1990 (J Pet Tech. 1990;42:1440-1446).
DOI: 10.6084/m9.figshare.14600328.v1
title: Raw IR image data Jun2018

description: Raw polarization IR image data of a PCL film
DOI: 10.17632/g3hr4rkb48
title: Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-Based Simulations - Data

description: This repository contains data and scripts associated with the manuscript ``Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-Based Simulations.'' Data is organized into each of the three exemplars shown in the paper. Probability map datasets are provided as gzipped Numpy arrays generated from Python 3.7. Physics quantities of interest uncertainty distributions are stored in CSV files. A demonstration of the EQUIPS workflow is contained a Python Jupyter notebook, equips.ipynb. Supported by the Laboratory Directed Research and Development program at Sandia National Laboratories, a multimission laboratory managed and operated by National Technology and Engineering Solutions of Sandia, LLC., a wholly owned subsidiary of Honeywell International, Inc., for the U.S. Department of Energy's National Nuclear Security Administration under contract DE-NA-0003525.
DOI: 10.6084/m9.figshare.3530546.v1
title: Supplement 1. Source code for variable importance situations.

description: File List Variable Importance Simulation.txt Variable Importance Simulation.sas hierpart.txt hierpart.sas Description "Variable Importance Simulation.sas" is a simulation to evaluate the relative importance of random variables using Akaike weights, standardized regression coefficients, partial and semi-partial correlation coefficients, and hierarchical partitioning. <em>Remember</em> to change the subdirectory where hierpart.sas is called from the include statement. The file "hierpart.sas" is a macro that executes hierarchical partitioning analysis as described by Chevan and Sutherland in American Statistician, 1991, Vol. 45, no. 2, pp. 90–96. This macro was written by Kim Murray Berger and Mary M. Conner based on a Dominance Analysis macro written by Razia Azen and Robert Ceurvorst (http://www.uwm.edu/~azen/damacro.html). Hierarchical Partitioning analysis quantifies the importance of each predictor as its average contribution to the model r-square, across all possible models. <em>Note</em>: This program is limited to at most 10 predictors!
DOI: 10.17632/7fmh9384zt
title: Dynamic Analysis of a 5-DOF (1-PU/2-PSS)PP Parallel-serial Manipulator

description: This dataset contains Julia files that solve the inverse dynamic problem of a 5-DOF parallel-serial manipulator, whose kinematics was analyzed in works https://doi.org/10.1177/1729881421992963 and https://doi.org/10.3390/machines10040276. The corresponding paper describing the applied algorithm will be presented on the 34th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD 2025) and published in the "Mechanism and Machine Science" series. Please check the list of works at https://orcid.org/0000-0002-3928-5440.

The dataset includes the following files:
1. File "main.jl" is the main file that performs the dynamic analysis and presents the results.
2. File "init.jl" is used to define geometrical and inertial parameters of the manipulator links.
3. File "trajectories.jl" is used to set trajectory of the manipulator end-effector.
4. File "kinematics.jl" computes kinematic parameters (positions, velocities, accelerations, etc.) of the links.
5. File "dynamics.jl" computes the drive forces to realize the desired end-effector motion.
6. File "plots.jl" includes functions that visualize the results of the dynamic analysis.
7. Optional files "Project.toml" and "Manifest.toml" contain information about the used packages.
DOI: 10.17632/h2n74cnmsz
title: A-not-B functional dogbreeds - Dobos_et_al2025

description: The dataset contains behavioral data and signalment data of dogs. Behavioral data were extracted from video footage recorded in the experiment. 
A separate spreadsheet contains the key terms that help to understand the data labels. 
Abstract of the study:
Ostensive verbal utterances can transform human actions into a natural teaching scenario for dogs. This socio-cognitive trait has been found so far in each sample of companion dogs, normally recruited on a convenience basis. However, functional selection created dog breeds with different levels of reliance on human signals (‘independent’ and ‘cooperative’ dogs). We hypothesize that this could affect dogs’ sensitivity towards human verbal communication. We tested dozens of independent and cooperative breeds in the two-choice ‘A-not-B paradigm’. The experimenter either used ostensive or neutral intonation while hiding the target. Based on the target’s position, the trial order was A-A-B-B-A. Perseverative errors in Trial 3 are interpreted as learning the rule to look for the reward at location ‘A’. Each groups’ performance dropped to chance level in Trial 3, except for cooperative dogs in the neutral speech condition. Independent dogs in the neutral speech condition followed the experimenter’s walk with the least attention. We conclude that perseverative errors can be either the consequence of rule-learning elicited by ostensive signals or reverting to the ‘win-stay’ strategy, when independent dogs did not pay attention to neutral intonation. Neutral speech may have an under-estimated relevance for dogs, and functional selection could also influence dogs’ general attentiveness towards human communication.
DOI: 10.17632/43cz8mmnry
title: Mechanical Performance of Auxetic Structures

description: This data is mechanical test data collected for a range of Auxetic structures built using metal 3D Printing (laser-Powder Bed Fusion). The work investigated the relationship between the design of the auxetic structures (length of the vertical strut (H), length of the re-entrant struts (L), strut thickness (t) and re-entrant angle (ϴ) . Testing was performed in compression, using Digital Image Correlation to measure the strain and deformation of the unit cells forming the auxetic structures. Auxetics were manufactured with density &gt;99.3%, with porosity level and geometrical accuracy dependent on strut orientation, with better quality achieved for struts aligned nearest to the vertical Z-axis. The auxetics were highly anisotropic, with minimal variation (1.02±0.07 GPa) in Ex (perpendicular to the vertical strut) but large variation in Ey (4.4±0.1 GPa). σx and σy varied similarly across all structures (σ ̅x = 45±6, σ ̅y = 45±9). νxy, (perpendicular to the vertical strut) was found to not vary considerably with geometry, whereas νyx was found to vary considerably. Vertical strut height and re-entrant angle have no statistical effect on mechanical performance. Ex is determined by strut thickness (t), Ey by re-entrant strut length (L). σx and σy are controlled by t and L. νxy is strongly determined by L and νyx is controlled weakly by t. Mechanism for deformation in x compression is a combination of vertical strut stretching, re-entrant strut compression, bending and hinging; whereas for y compression, deformation results from a combination of vertical strut compression and re-entrant strut stretching and bending.
DOI: 10.17632/4jycfwhb4g
title: Data for: Development and use of a clinical decision support system for the diagnosis of social anxiety disorder

description: This dataset is about social anxiety disorder and contains 31 attributes in 3 categories named demographic, emotional, and physical symptoms. The "hasSAD" field refers to the presence of Social Anxiety Disorder in person. Attribute documentation: 1 id: patient identification number 2 age: age in years 3 EducationLevel: Education level ( 1=High School; 2=Diploma; 3=Undergraduate; 4=Bachelor degree; 5=Master degree; 6=Post-graduate 4 Gender: sex (1 = male; 0 = female) 5 HasFamilyHistory: Family history of anxiety or depression (1 = yes; 0 = no) 6 Occupation: (1=Student; 2=Faculty member; 3=Employee; 4=self-employment; 5=Unemployed ) 7 ATF: The fear of being at the center of attention (Range=0-10) 8 EAF: The fear of eating in front of another person (Range=0-10) 9 TKF: The fear of speaking in public (Range=0-10) 10 CMT: The fear of attending parties (Range=0-10) 11 DEF: The fear of eating and drinking in public places(Range=0-10) 12 SMF: The fear of meeting or contact with strangers (Range=0-10) 13 ERF: The fear of getting in a room where others are sitting (Range=0-10) 14 DAF: The fear of disagreement with strangers (Range=0-10) 15 HR: Has heart palpitations (1=yes; 0=no ) 16 SW: Has sweating (1=yes; 0=no ) 17 TR: Has a tremor (1=yes; 0=no ) 18 DR: Has dry mouth (1=yes; 0=no ) 19 BR: Has hard breathing (1=yes; 0=no ) 20 CK: Has a feeling of suffocation (1=yes; 0=no ) 21 CP: Has chest pain (1=yes; 0=no ) 22 NS: Has gastrointestinal discomfort and nausea (1=yes; 0=no ) 23 DZ: Has a feeling of dizzy, weak and sick (1=yes; 0=no ) 24 UR: Has a feeling of being unreal (1=yes; 0=no ) 25 UB: Has a fear of losing balance (1=yes; 0=no ) 26 MD: Has a fear of being crazy (1=yes; 0=no ) 27 TG: Has numbness or moaning (1=yes; 0=no ) 29 hasSAD: (1=yes; 0=no) 30 SPIN: The result of the Social Phobia Inventory questionnaire (Range=0-68) 31 LSAS: The result of the Liebowitz Social Anxiety Scale questionnaire (Range=0-144)
DOI: 10.17632/tb3gxz2xhr
title: Dataset Brand Ranking, Brand Equity, Growth Rate & COO 2001-2020

description: All brands appeared in Interbrand’s Top 100 Global Brand list from 2001 to 2020 are included in this dataset. Following fields were extracted from the Interbrand’s annual reports having string values. • Brand Name • Country of Origin • Industry Sector • Industry Sub-sector Following fields are extracted for each year (2001-2020) having numeric values. • Brand Ranking • Brand Equity ($ million) • Growth in Brand Equity (%)
DOI: 10.17632/6ppkj2zrvd
title: Smart Economy Dataset (2011-2020)

description: The Smart Economy research & publication dataset, which was indexed by Scopus from 2011 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.21986786.v1
title: Snail Choice Data Under Acidified Conditions

description: Choice data for Y-maze experiments with mud snails (<em>Ilyanassa obsoleta</em>) during several experiments over a 2-year period. All choices are shown (towards or away from food scent) as well as the amount of time they took to make a decision, if it was before the time limit. Please just contact me if you need/want any additional detail.
DOI: 10.17632/xwhw956nyx
title: Data for: Late Cenomanian Age and OAE2 Deposition in the Western Narmada Valley, India

description: Mercury, total organic carbon (TOC), and carbon and oxygen stable isotopic data for "Late Cenomanian Age and OAE2 Deposition in the Western Narmada Valley, India" by Keller et al.
DOI: 10.6084/m9.figshare.28162892.v2
title: SK#373 DMS, AWS and TSG data; Bay of Bengal September-October 2021

description: This repository contains data of Dimethyl sulfide and supporting parameters measured during #SK-373 in Bay of Bengal in September-October 2021
DOI: 10.17632/mhjv3g9k2s
title: Human TRPV1 is an efficient thermogenetic actuator for chronic neuromodulation

description: Primary imaging and electrophysiological datasets supporting the manuscript by Maltsev et al. "Human TRPV1 is an efficient thermogenetic actuator for chronic neuromodulation "
DOI: 10.6084/m9.figshare.27627480.v1
title: Consumers responses and determinants, Details of the reviewed studies, List of theoretical foundations and Methodologies cited in reviewed studies.

description: This article explores the determinants of the consumption of geographical indication agricultural products through a ten-year systematic review. In recent years, the demand for healthier and safer products from consumers has been continuously increasing owing to the influence of the geographical indication of agricultural products. Geographical indication products, a type of label that associates food with specific regions, occupy a certain position in the global food market. This article aims to answer research questions about the determinants of the consumption of geographical indication agricultural products and provide a comparative analysis of five literature reviews related to this topic. We collected and processed relevant research data through a systematic literature review and provided transparent, complete, and accurate explanations using the PRISMA criterion. The research results reveal the consumer response to the geographical indication of agricultural products and the determining factors of different responses. The research in this article is of great significance for understanding the consumption trends and important information of geographical indication of agricultural products, helping enterprises better understand consumer behavior, and improving the income of farmers, producers, and enterprises.
DOI: 10.17632/bjmzyr4f75
title: Evaluation of Bilateral Maxillary Sinus Ectopic Teeth Using CT and Cinematic Renderin A Case Report

description: scientific research article for publishing