cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dzpjcgdvhv.1
title: Odontoid xray

description: There is a collection of 216 odontoid x-ray pictures, which were already augmented.
DOI: 10.17632/wkzsxzbf37.1
title: Input Data to Accompany: Sociodemographically Stratified Exploration of Pancreatic Cancer Incidence in Younger US Patients:  Implication of Cannabis Exposure as a Potential Risk Factor

description: Input Data to accompany paper of the above title.
DOI: 10.17632/rmxjhsvx8f.1
title: Scientific competency and inductive reasoning in Indonesia

description: the assessment materials and data of scientific competency and inductive reasoning in Indonesian context
DOI: 10.17632/f3z97zp6h6.1
title: GDP-INFLATION I GPR

description: The monthly indices on GDP, CPI, GPR and EPU are in the setting of emerging European countries
DOI: 10.17632/w4ybttxvz7.1
title: Consumer attitudes, social networks and consumer technology usage

description: This study proposes that the relationship between consumer attitude towards technology and consumer technology usage is strengthened when levels of strong and weak social network ties increase in magnitude. This argument is tested on primary data from 425 mobile banking service users resident in in Kenya. 
The data sets comprise of 
-	An excel worksheet labelled, Mobile banking usage- survey analysis
-	Raw data file labelled, Mobile banking survey final.sav
-	Data Tables labelled – Data tables 
-	Final survey tool labelled – Survey tool – consumer technology usage 
-	Conceptual framework labelled – Figure 1

The hypothesis paths are depicted on the conceptual framework labelled as Figure 1

Hypothesis 1: Favourable perceived usefulness of a technology is positively associated with the extent and frequency of consumer technology usage
Hypothesis 2: favourable perceived ease of use of a technology is positively associated with the extent and frequency of consumer technology usage 
Hypothesis 3: Strong social network ties positively influence the extent and frequency of consumer technology usage
Hypothesis 4: weak social network ties positively influence the extent and frequency of consumer technology usage 
Hypothesis 5: The relationship between perceived usefulness of a technology and consumer technology usage is strengthened when levels of strong social network ties increase in magnitude
Hypothesis 6: The relationship between perceived ease of use of a technology and consumer technology usage is strengthened when levels of strong social network ties increase in magnitude
Hypothesis 7: The relationship between perceived usefulness of a technology and consumer technology usage is strengthened when levels of weak social network ties increase in magnitude
Hypothesis 8: The relationship between perceived ease of use of a technology and consumer technology usage is strengthened when levels of weak social network ties increase in magnitude

The study sampled 1475 residents who were over 18 years of age. After screen for eligibility, total of 425 individuals accounting for 29% of the sampled population met the survey criteria. 

Respondents’ competence 
A three-item scale was used to assess the respondents’ competence. The responses were indicated on a scale of 1 to 7, where 1 indicated “strongly disagree” and 7 indicated “strongly agree”. The results are depicted in Table 1.

Respondents’ characteristics 
Table 2 demonstrates the respondents’ characteristics

Aggregate descriptives   
Table 3 presents the mean scores and standard deviation of each construct. 

Structural model estimation
Ordinary Least Squares (OLS) regression analysis was used to examine the relationship between the independent variable, moderators, and dependent variables. The models are presented in Table 4. 
The equations in Table 4 were used to arrive at regression estimates for the dependent variable, Consumer technology usage as shown in Table 5
DOI: 10.17632/dwgzpztcb7.1
title: Homogeneous regions regarding rainfall erosivity for Brazil

description: Shapefile (.shp) containing the 11 homogeneous regions regarding the rainfall erosivity defined for Brazil. 
Technical Description:
Geographic Coordinate System: WGS_1984
Datum: WGS_1984 
Unit: Degree
DOI: 10.17632/hzxfvvmr6p.1
title: Rainfall erosivity data for Brazil

description: Shapefile (.shp) containing the rainfall erosivity (RE), erosivity density (ED), rainfall erosivity concentration index (RECI), and the rainfall erosivity seasonality index (RESI) values for 5,166 rainfall gauges in Brazil. 
Technical Description: 
Geographic Coordinate System: WGS_1984 
Datum: WGS_1984 
Unit: Degree
DOI: 10.17632/22dnxmnx87.1
title: Cryptocurrency Dataset (original, ANN model, LSTM model, GRU model)

description: The data include cryptocurrency prices of bitcoin and Ethereum at a given timeframe. The data also includes the predicted outcomes of different deep learning algorithms such as ANN, LSTM, and GRU models. This data is also been used in a research article by the contributor.
DOI: 10.17632/6s4bscrh27.1
title: Data to Accompany: Geospatiotemporal and Causal Inferential Epidemiological Survey and Exploration of Cannabinoid- and Substance- Related Carcinogenesis in USA 2003-2017

description: Data to accompany paper of above title
DOI: 10.6084/m9.figshare.19765855.v1
title: Forecasting-Adjacent Courses

description: Forecasting-adjacent course data used in the analysis of course topic distributions among forecasting topics in the associated manuscript. Rows are individual courses. Columns are as follows: College: College or university name offering the course URL: URL for the homepage of the college or university State: State in which the college or university resides Type: Institution type, including length of program (2- or 4-year) and private or public institution. Community colleges and technical/vocational schools are explicitly identified Highgest degree offered: highest degree the institution offers in any field (associate's, bachelor's, master's, PhD, other professional terminal degree) Carnegie Classification: Carnegie classification according to Indiana University's Carnegie Classification of Institutions of Higher Education Course: Course name as it appears in the institution's course catalog Department: Department that offers the course, according to the course catalog Subtopic: Forecasting topic that best describes the course content The Carnegie classificatino and Subtopic columns are used in our analysis, but all columns are included for future analyses.
DOI: 10.6084/m9.figshare.19765825.v1
title: Ecological Forecasting Course Lessons

description: Data on ecological forecasting course lessons used in the associated manuscript. Each row is a given course lesson. Columns are defined as follows: Syllabus location: URL to the syllabus or course schedule Course Name: Name of the course, as written on the Ecological Forecasting Initiative website and/or course syllabus Instructor(s): Names of instructors of the course, as written on the Ecological Forecasting Initiative website and/or course syllabus Institution: Higher education institution at which the course was taught. "Ecological Forecasting Initiative" was used for the short course that is not funded by a given institution, but typically is hosted by Boston University. Education level: Undergraduate or Graduate, as defined by the course number and syllabus. Carnegie Classification: Carnegie Classification of the institution, following Indiana University's Carnegie Classification of Institutions of Higher Education Module: Course lesson title according to the course schedule Subtopic: The forecasting topic that corresponds to each individual course module (lesson) The institution, Education level, Carnegie classification, and Subtopic are used in our analysis, but all columns have been made available for future analyses.
DOI: 10.6084/m9.figshare.19765834.v1
title: Open-access, online resources for ecological forecasting

description: Data on open-access, online resources used to analyze the distribution of ecological forecasting-related resources in the associated manuscript. Rows are individual resources. Resources can be repeated if they fall into multiple forecasting topics. Columns are as follows: Link: URL for the resource Title: Title of the resource Resource type: Type of resource (e.g., video). Resource types are defined in the appendix of the associated manuscript. Category: Forecasting topic to which the resource corresponds Author: Author(s) of the resource. Institutions were named if no individual author could be identified Education level: Undergraduate, graduate, or both. Estimated by the authors by experience level required Resource level: Introductory or advanced. An alternative way of classifying the experience level required Discipline: Discipline the resource is most closely related to Only the Category column is used in our analysis, but all columns are provided for future analyses.
DOI: 10.6084/m9.figshare.22221100
title: Estimating duration of disruption to freight transport due to climate-related hazards

description: A table of hazard intensity thresholds and notes on how to estimate the duration of disruption to freight transport (road and rail) due to climate-related hazards (extreme heat, flooding and tropical cyclone winds).
DOI: 10.17632/w6cs7bfx7c.1
title: RRMLR

description: A robust, resilience machine learning with risk approach: a case study of gas consumption
DOI: 10.17632/zcrn8zgg26.1
title: Study for The impact of the Aristotelian duality of theoria and praxis in the development of Putnam's pragmatism

description: This  Article has Critical investigated for development of Putnam's  pragmatism and has presented of Putnam's critiques to different  dualities, Claim of The Collapse of the Fact/Value Dichotomy and end of  Putnam's pragmatism that resulted to problem of "Ontology possibility"  and to issue pronounces the death of Ontology. Then with view of  comparative, we expressed Aristotle's opinion about duality of Theoria  and Praxis; and "Separation of Morality" has investigated as Aristotle's  best solution for problem of "Ontology possibility". At the end of  article we explained that contrary to Putnam's critiques to his previous  comments and his try for free of different dualities; Putnam's  pragmatism have not separation of duality of Theoria and Praxis. On  Putnam's philosophy as "Metaphysical Realism" to "Internal Realism" and  "Pragmatic Pluralism", Accompanied with "duality of Theoria and Praxis"  and Accordingly, development of Putnam's pragmatism and his tendency to  Ethics, just explained with impact of the Aristotelian duality of  theoria and praxis. In this way, Unlike Putnam's opinion, his critiques  on Metaphysic has not Confirmed to Rejection of Ontology but But this  critiques, reminds us that important of "Separation of Morality" in  Contemporary Philosophy and Reconsidering on Aristotle's philosophy.
DOI: 10.17632/sgbssjpdhf.1
title: Dataset for Improving the retrieval of high-frequency surface waves using convolution-based three-station interferometry for linear arrays

description: Field data used in the two field examples in this study.
DOI: 10.17632/fxf2j8rydy.1
title: Nanofiber chitosan sistematic review and meta-analysis repository

description: A systematic literature search and data extraction were conducted in Web of science, EBSCO, Springer, ELSEVIER, Wiley and MEDLINE databases (June 2022). The search was carried out using the search terms: ( Chitosan [MeSH Terms] AND  Nanofibers [MeSH Terms] AND Wound Healing [MeSH Terms] AND Animal Models [MeSH Terms]. As a result a search of total (N = 2,370) articles were analyzed and then compared with the inclusion criteria: Wound healing model AND Nanofibers chitosan intervention AND control group comparisson (no intervention) AND animal healthy models. A total of 54 articles were included in the meta-analysis and metaregression to clarify the therapeutic effects of NFQS in wound healing. In this repository 4 archives are publish (1) the total search dataset is integrated; (2) the final selection of articles included (n=54); (3) Model dataset of day 3, 7th and 14th of wound healing evaluation results. (4) R script for sistematic review methodology in R software.
DOI: 10.17632/fxf2j8rydy.2
title: Nanofiber chitosan sistematic review and meta-analysis repository

description: A systematic literature search and data extraction were conducted in Web of science, EBSCO, Springer, ELSEVIER, Wiley and MEDLINE databases (July 2022). The search was carried out using the search terms: ( Chitosan [MeSH Terms] AND  Nanofibers [MeSH Terms] AND Wound Healing [MeSH Terms] AND Animal Models [MeSH Terms]. As a result a search of total (N = 2,370) articles were analyzed and then compared with the inclusion criteria: Wound healing model AND Nanofibers chitosan intervention AND control group comparisson (no intervention) AND animal healthy models. In this repository the total search retrived dataset is integrated, with title, author and DOI.
DOI: 10.17632/fxf2j8rydy.3
title: Nanofiber chitosan sistematic review and meta-analysis repository

description: A systematic literature search and data extraction were conducted in Web of science, EBSCO, Springer, ELSEVIER, Wiley and MEDLINE databases (July 2022). The search was carried out using the search terms: ( Chitosan [MeSH Terms] AND  Nanofibers [MeSH Terms] AND Wound Healing [MeSH Terms] AND Animal Models [MeSH Terms]. As a result a search of total (N = 2,370) articles were analyzed and then compared with the inclusion criteria: Wound healing model AND Nanofibers chitosan intervention AND control group comparisson (no intervention) AND animal healthy models. In this repository the total search retrived dataset is integrated, with title, author and DOI.
DOI: 10.5281/zenodo.7702423
title: Optical Image Correlation Data for 2023 Kahramanmaras Earthquakes

description: Horizontal surface deformation maps generated from pixel tracking of Sentinel-2 optical satellite images using COSI-Corr.
DOI: 10.5281/zenodo.7702422
title: Optical Image Correlation Data for 2023 Kahramanmaras Earthquakes

description: Horizontal surface deformation maps generated from pixel tracking of Sentinel-2 optical satellite images using COSI-Corr.
DOI: 10.34740/kaggle/dsv/5116792
title: E-commerce big Dataset from Multi category (60k+)
DOI: 10.18112/openneuro.ds004502.v1.0.1
title: Anticipatory differences between Attention and Expectation
DOI: 10.17632/gzp7rh25g7.1
title: L-M Compilation of Employment Data for FIGARO 2022 Database

description: We have compiled employment data in thousands of persons for the FIGARO 2022 data provided by Eurostat. They are compiled for 46 countries (including the rest of the world, RoW) and 64 industries, and cover the years 2010 to 2020. The final table has 2944 rows corresponding to 46x64 country-industry pairs and 11 columns, one column for each year from 2010 to 2020.
DOI: 10.17632/zmtm4cvpcb.1
title: Original western blot images

description: Original western blot images for the paper "Loss of CD36 impairs diurnal glucose metabolism to reset hepatic clock and aggravates the glucose homeostasis disorder in mice"
DOI: 10.17632/zmtm4cvpcb.2
title: Original blot images

description: Original blot images for the paper "CD36 regulates diurnal glucose metabolism and hepatic clock to maintain glucose homeostasis in mice"
DOI: 10.17632/5h3z8xcjnf.1
title: Dataframe of inter-annual variation of physiological traits between urban and forest great tits (adults and nestlings).

description: Urbanization is characterized by rapid environmental changes such as an increase in building surface, in pollution, or a decrease in invertebrate abundance. For many bird species, morphological and physiological differences have been observed between urban and rural individuals that seem to reflect a negative impact of urban life on the health and fitness of individuals. Studies on passerine birds also showed important differences between populations and species in their responses to the urban environment. We proposed to test physiological differences between urban and forest individuals over 3 years to understand whether the observed patterns are constant or subject to variations across years. For this purpose, we assessed the health parameters of adults and fledgling of great tits, Parus major, living in an urban and in a forest site in the Eurometropole of Strasbourg, for three years. Bird health was estimated with morphological parameters (body condition and size) and also with physiological parameters (oxidative status and telomere length). Our results showed lower body condition of urban fledglings regardless of the year, but no site effects on telomere length. On the contrary, for adult breeders, urban individuals had longer telomeres than forest ones except for one year which coincide with bad weather conditions during reproduction where no difference was detected. Urban birds also had higher antioxidant capacity whatever the years. These results suggest that cities act as a filter in which only good quality individuals survive and achieve successful reproduction regardless of year, whereas in the forest the selection occurs only during harsh weather years.
DOI: 10.17632/3xghzfvfmj.1
title: Metadata of "More complex than you think: Taxonomic and temporal patterns of plant-pollinator networks of caraway (Carum carvi L.) "

description: This data is related to the publication: "More complex than you think: Taxonomic and temporal patterns of plant-pollinator networks of caraway (Carum carvi L.)"  by the same authors. For further information about how the data was collected, please check the publication.
DOI: 10.17632/3xghzfvfmj.2
title: Metadata of "More complex than you think: Taxonomic and temporal patterns of plant-pollinator networks of caraway (Carum carvi L.) "

description: This data is related to the publication: "More complex than you think: Taxonomic and temporal patterns of plant-pollinator networks of caraway (Carum carvi L.)"  by the same authors. For further information about how the data was collected, please check the publication.
DOI: 10.17632/2dvpgsnxr5.1
title: Data Set and Test Result of the Article "The Role of Diversity on The Environmental Result and Transparency of The Companies"

description: The data includes the E,S,G and ESG Score, Board Size and Women on Board (%) data of the 166 companies from S&P500 and STOXX Europe 600 Indices from 2008 to 2021. In addition, the results of the research obtained from the E-views software are also shared.
DOI: 10.17632/2dvpgsnxr5.2
title: Data Set and Test Result of the Article "The Role of Diversity on The Environmental Result and Transparency of The Companies"

description: The data includes the E,S,G and ESG Score, Board Size and Women on Board (%) data of the 166 companies from S&P500 and STOXX Europe 600 Indices from 2008 to 2021. In addition, the results of the research obtained from the E-views software are also shared.
DOI: 10.17632/pgrvssrwy6.1
title: Human Wellbeing and Machine Learning

description: Supplementary Material for

Human Wellbeing and Machine Learning

by Ekaterina Oparina (r) Caspar Kaiser (r) Niccolò Gentile; Alexandre Tkatchenko, Andrew E. Clark, Jan-Emmanuel De Neve and Conchita D'Ambrosio

This repository contains the list of variables that are used in the Extended Set analysis for the German Socio-Economic Panel (SOEP.csv), the UK Household Longitudinal Study (UKHLS.csv), and the American Gallup Daily Poll (Gallup.csv). We use the 2013 Wave of Gallup and SOEP, and Wave 3 of the UKHLS (which covers 2011-2012). Our dataset includes all of the available variables, apart from direct measures of subjective wellbeing (such as domain satisfaction, happiness, or subjective health) or mental health. We also exclude variables with more than 50% missing values.

The presented lists include the variables before processing. For the analysis, we convert categorical variables into a set of dummies, one for each category. We then drop all perfectly collinear variables.
DOI: 10.17632/v7kjs729bm.1
title: Raw dataset of mental health problems in female university students in Bangladesh

description: Dataset regarding the mental health of poor and developing countries are limited. This raw data is about the prevalence and associated factors for poor mental health of university students in Bangladesh. We believe this data would help the policymakers of government and non-government organizations to analyze and develop interventions to support the mental health of students.
DOI: 10.17632/v7kjs729bm.2
title: Raw dataset of mental health problems in female university students in Bangladesh

description: Dataset regarding the mental health of poor and developing countries are limited. This raw data is about the prevalence and associated factors for poor mental health of university students in Bangladesh. We believe this data would help the policymakers of government and non-government organizations to analyze and develop interventions to support the mental health of students.
DOI: 10.17632/v7kjs729bm.3
title: Raw dataset of mental health problems in female university students in Bangladesh

description: Dataset regarding the mental health of poor and developing countries are limited. This raw data is about the prevalence and associated factors for poor mental health of university students in Bangladesh. We believe this data would help the policymakers of government and non-government organizations to analyze and develop interventions to support the mental health of students.
DOI: 10.17632/rnjt3rkpk5.1
title: Quasi-static Biot

description: These data contain the 2D layered model of poroelatic media used to estimate the effective velocities and attenuation of seismic waves if they propagate in such media. Additionally, the results of quasistatic loading simulations for different frequencies are provided. Finally, it contains the MatLab script that reads the model and the simulation results and constructs an estimation of the frequency-dependent velocity and attenuation. A detailed description of the data structure is provided in the readme.txt file.
DOI: 10.17632/rnjt3rkpk5.2
title: Quasi-static Biot

description: These data contain the 2D layered model of poroelatic media used to estimate the effective velocities and attenuation of seismic waves if they propagate in such media. Additionally, the results of quasistatic loading simulations for different frequencies are provided. Finally, it contains the MatLab script that reads the model and the simulation results and constructs an estimation of the frequency-dependent velocity and attenuation. A detailed description of the data structure is provided in the readme.txt file.
DOI: 10.17632/bp7f6gn8ks.1
title: Supplemental File: Tumor-infiltrating lymphocytes as a predictive biomarker of cutaneous immune-related adverse events after immune checkpoint blockade in patients with advanced melanoma

description: This file contains additional details on study design and statistical methodology.
DOI: 10.17632/dcyzxx3cdb.1
title: Eine Meditation über die Metamorphose des "Lebenswelt" zur "Lebenskrise"

description: Wie verhindert der Bündnis von Vertreter von Wissenschaft und Politik, mit der Erschaffung einer Kluft zwischen Wissenschaft und Denken, die zu der Krise des modernen Menschen geführt hat, nun die Entstehung einer Denkweise der Zukunft?
DOI: 10.17632/md5w4f5fyr.1
title: Light Detection and Ranging (LiDAR) measuring wave profiles in a wave flume laboratory

description: Experimental data of paper "Light Detection and Ranging (LiDAR) measuring wave profiles in a wave flume laboratory".
Please address all correspondence concerning this file to me at zhanglipeng@hhu.edu.cn.
DOI: 10.17632/md5w4f5fyr.2
title: An Experimental Study on Monitoring Wave Profiles with LiDAR Remote Sensing

description: Experimental data of paper "An Experimental Study on Monitoring Wave Profiles with LiDAR Remote Sensing".
Please address all correspondence concerning this file to me at zhanglipeng@hhu.edu.cn.