cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12302165.v1
title: Porto taxi trajectories

description: A CSV dataset containing 1710671 taxi trajectories recorded over one year (from 2013/07/01 to 2014/06/30) in the city of Porto, in Portugal.<br>The dataset is derived from the <i> "Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015 Data Set".</i><i><br></i>Each CSV row contains:<br>- <b>taxi_id</b>: numeric value identifying an involved taxi;- <b>trajectory_id</b>: numeric value identifying a trajectory in the original dataset;- <b>timestamp</b>: a timestamp corresponding to the starting time of the taxi ride;- <b>source_point</b>: GPS point representing the origin of the taxi ride;<br>- <b>target_point</b>: GPS point representing the destination of the taxi ride;<i> </i><i><br></i><i><br></i>Coordinates are given in POINT(longitude latitude) format using the EPSG:4326 Geodetic coordinate system.
DOI: 10.6084/m9.figshare.28027853.v1
title: detailedjobposting_table

description: Data and Dofiles/Jupyter Notebook for the Detailed Job Posting Table.
DOI: 10.6084/m9.figshare.28928096.v1
title: Leaf_EWT_Reflectance

description: Leaf EWT Measurements and Reflectance (<i>ASD FieldSpec4</i>)
DOI: 10.6084/m9.figshare.29094206.v1
title: contig_igpc.fa.gz

description: An integrated gut phage catalogue of NHPs
DOI: 10.15468/dl.7yqy6a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-0.0352 19.8496,-9.0352 19.8496,-9.0352 10.8496,-0.0352 10.8496,-0.0352 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013057-250525065834625/datasets/export for details.
DOI: 10.17632/f9spk7wv4s
title: Data for: Pleistocene geomorphology and geology of the Hrazdan Valley, Central Armenia: linking volcanism and the Palaeolithic record

description: Supplementary Information 1. Zip file contain shapefiles of mapped volcanic and sediment strata in the Hrazdan valley, Central Armenia.
DOI: 10.6084/m9.figshare.14272886.v1
title: SampleData

description: Sample DataAll and points <br>Investigating the use of pretrained convolutional neural network on cross-subject and cross-dataset EEG emotion recognition<br>
DOI: 10.17632/zvk4wby72y
title: Intervenciones para prevenir la obesidad en los primeros 1000 días: Scoping Review

description: Introducción: La prevalencia mundial de la obesidad infantil plantea un desafío para la salud pública. Para prevenir este problema de salud, es crucial intervenir tempranamente, incluso durante el embarazo. Objetivo: Identificar y caracterizar intervenciones realizadas durante los primeros 1000 días de vida que prevengan de manera efectiva el sobrepeso y la obesidad. Materiales y métodos: Se realizó una revisión de alcance siguiendo la metodología propuesta por Arksey y O'Malley. Se realizaron búsquedas en las bases de datos SCOPUS, EBSCOHost y PubMed para seleccionar artículos relevantes. El análisis se centró en artículos publicados entre enero de 2017 y diciembre de 2022. Resultados: Se incluyeron 14 artículos que integraban 10 intervenciones. Estas fueron implementadas en países de altos ingresos y con grupos raciales/étnicos. Tres intervenciones, conformadas por 1013 mujeres y sus hijos, reportaron efectos significativos en la prevención sobrepeso y obesidad a 18 meses y 24 meses de edad del niño. Discusión: Las intervenciones se caracterizaron por ser multicomponentes, educativas, basadas en teorías de cambio de comportamiento, crianza de los hijos y alimentación perceptiva. Abordaron factores de riesgo como la lactancia materna, alimentación complementaria, actividad física y el sueño. Existe una creciente incorporación de tecnología digital en su implementación. Conclusión: Se han observado resultados prometedores para la prevención de la obesidad en los primeros años de vida. Implementar intervenciones en países de bajos y medianos ingresos resulta primordial.
DOI: 10.6084/m9.figshare.13019126.v1
title: Data Assimilated Global Ionosphere Specification (GIS) - raw 3-D electron densities from DOY 221 to 365 in 2019 and DOY 001 to 009 in 2020

description: The ionospheric data (electron density) used in this study are from GIS (Lin et al., 2015, 2017), which is an observational product based on the Gauss‐Markov Kalman filter to assimilate the slant TECs from ground‐based GPS receivers and space‐based radio occultation receivers onboard recently launched FORMOSAT-7/COSMIC-2 mission (Lin et al., 2020).<br><br>The global 3-D ionospheric electron density data are stored in NetCDF format.<br>Each tar file contains a folder named as ("YYYY.DOY") for a specified day. There are 24 ("*.nc") files inside the folder.<br>[YYYY is the year][DOY is the day of year]<br>For each day, the data files are named as "GIS_Ne_RO_GPS_YYYY_DOY_XX.nc"<br><br>[XX is Universal Time in hour]<br>Each file consists the global 3-D electron densities of 5° × 2.5° × 20 (km) grid in geographic longitude, latitude and altitude (from 100-1000 km).<br>References:Lin, C. Y., Matsuo, T., Liu, J. Y., Lin, C. H., Tsai, H. F., & Araujo‐Pradere, E. A. (2015). Ionospheric assimilation of radio occultation and ground‐based GPS data using non‐stationary background model error covariance. Atmospheric Measurement Techniques, 8(1), 171–182. https://doi.org/10.5194/amt-8-171-2015Lin, C. Y., Matsuo, T., Liu, J. Y., Lin, C. H., Huba, J. D., Tsai, H. F., & Chen, C. Y. (2017). Data assimilation of ground-based GPS and radio occultation total electron content for global ionospheric specification. Journal of Geophysical Research: Space Physics, 122, 10,876–10,886. https://doi.org/10.1002/2017JA024185Lin, C. Y., C. H. Lin, J. Y. Liu, P. K. Rajesh, T. Matsuo, M. Y. Chou, H. F. Tsai, W. H. Yeh, and Bodo Reinisch (2020), The Early Results and Validation of FORMOSAT-7/COSMIC-2 Space Weather Products: Global Ionospheric Specification and Ne-Aided Abel Electron Density Profile, accepted by J. Geophys. Res. Space Physics<br><br>
DOI: 10.6084/m9.figshare.14554173.v1
title: Supplementary Material for: Chronological Skin Changes Through Postmastectomy Radiotherapy Based on Radiotherapy Techniques: Using Quantitative Dermatological Measurements

description: <b><i>Background:</i></b> There has been few research on how to measure skin status quantitatively throughout the course of radiotherapy (RT). We evaluated the changes in the skin induced by 2 different RT techniques using objective measurements in breast cancer patients. <b><i>Methods:</i></b> In this prospective study, between August 2015 and March 2019, serial measurements of the dermatological factors during and after postmastectomy radiotherapy (PMRT) were made in 40 breast cancer patients. PMRT was performed using the conventional photon tangential technique (PTT) or patient-tailored bolus technique (PTB). We analyzed these measurements using a mixed effect model and compared the clinically evaluated radiation dermatitis and patient-reported outcomes (PROs). <b><i>Results:</i></b> The trend of changes in melanin and erythema was significantly different between the PTB and PTT groups (<i>p</i> = 0.045 and 0.016, respectively). At the 3-month follow-up erythema intensity and melanin were higher in the PTB group than in PTT group (both <i>p</i> &lt; 0.001). Eight patients (40% in the PTB group) reported grade 2 radiation dermatitis and 1 patient (5% in the PTB group) reported grade 3 radiation dermatitis. No grade 2 or higher radiation dermatitis was found in the PTT group. Ten patients (50%) in the PTB group and 3 patients (15%) in the PTT group reported severe erythema likely due to questionable clinical evaluation, but hyperpigmentation was rarely reported at the follow-up visits. <b><i>Conclusion:</i></b> The PTB group showed higher intensity of erythema at the end of RT than the PTT group and the increase in melanin lasted until the 3-month follow-up visits in the PTB group. Moreover, patients subjectively appealed more severe symptoms following PTB in PROs.
DOI: 10.6084/m9.figshare.22650961.v2
title: STROBE Check list

description: STROBE checklist of items reported in a cross-sectional study.
DOI: 10.6084/m9.figshare.27208785.v5
title: 欧盟碳边境调整机制对中国金属行业的省份出口成本影响

description: 我们构建了一个建模框架，将嵌入中国省份的全球多区域投入产出 （GMRIO） 表与嵌入中国省份的综合评估模型 （IAM） （GCAM-China） 联系起来。2017 年全球多区域投入产出 （GMRIO） 表嵌入了中国各省，中国各省能源清单来自 CEAD，钢铁和铝及其产品各省的出口数据以开放获取方式提供。
DOI: 10.6084/m9.figshare.28868705.v1
title: Genderr and Neuropsychological Profiles Using Graphological Analysis_ Beck Anxiety Inventory, Beck Depression Inventory, International Trauma Questionnaire, NEO FFI 5

description: Beck Anxiety Inventory, Beck Depression Inventory, International Trauma Questionnaire, NEO FFI 5 are used in this study.
DOI: 10.6084/m9.figshare.7659161.v1
title: Additional file 13: of Conserved regulation of RNA processing in somatic cell reprogramming

description: Top ranked alternative splicing events for human and mouse reprogramming. The file contains an XLSX spreadsheet with information on the 100 top ranked alternative splicing events derived from Ensembl gene annotations (release 84) [70], as identified in a set of endpoint-to-endpoint comparisons of human (first tab) or mouse (second tab) somatic cell reprogramming experiments. Splice sites were ranked according to mean z-scores. The unique shorthand event identifiers (Figure S9), as well as the corresponding SUPPA event identifiers, Ensembl gene identifiers, gene symbols and SUPPA event types are indicated. (XLSX 17 kb)
DOI: 10.17632/37jnjbt454
title: Chinese Food Life Cycle Assessment Database

description: In the Chinese Food Life Cycle Assessment Database (CFLCAD), Greenhouse Gas Emissions (GHGE) for 80 food items, Water Use (WU) for 93 food items and Land Use (LU) for 50 food items are collected through a literature review. The CFLCAD applies conversion factors for the edible portion of food, food loss ratio and processing, storage, packaging, transportation, and food preparation stages to estimate the environmental footprints of food from production to consumption. Similar food groups and recipes are used to match those food items without LCA value in the Chinese food composition table, resulting in a total of 17 food groups in the database.
DOI: 10.17632/8wykpctk5c
title: Dataset for "Investigation of the impact of transition metal (TM) doping on the electronic and optical properties of tin dioxide SnO2: A DFT calculation"

description: # Research Data for "Investigation of the impact of transition metal (TM) doping on the electronic and optical properties of tin dioxide SnO2: A DFT calculation"

## Authors:
- Jaouad Mhalla (Ibn Tofail University Faculty of Sciences)
- Ismail Benaicha (Ibn Tofail University Faculty of Sciences)
- Youssef Qachaou (Ibn Tofail University Faculty of Sciences)
- Amal Yousfi (Ibn Tofail University Faculty of Sciences)
- Elarbi Laghchim (Ibn Tofail University Faculty of Sciences)
- Atika Fahmi (Ibn Tofail University Faculty of Sciences)
- Mohamed Lharch (Ibn Tofail University Faculty of Sciences)
- Khalid Nouneh (Ibn Tofail University Faculty of Sciences)
- Ahmed Qachaou (Ibn Tofail University Faculty of Sciences)
- Mounir Fahoume (Ibn Tofail University Faculty of Sciences)

## Description:
This data set contains the raw and processed data used in the article "Investigation of the impact of transition metal (TM) doping on the electronic and optical properties of tin dioxide SnO2: A DFT calculation"
The data consists of input files, XML files, and result files in DAT format, detailing the effects of transition metal doping on SnO₂.

## Folders:
- SnO2 Folder: This folder contains the files and data related to the pure, undoped tin dioxide (SnO2). It includes input files for setting up simulations, as well as output files like XML and DAT files.
- Fe-doped SnO2 Folder: This folder includes the data and files specific to tin dioxide doped with iron (Fe). It contains input files for setting up simulations with Fe dopants, and output files.
- Co-doped SnO2 Folder: This folder is dedicated to the study of cobalt (Co) doped SnO2. It contains simulation setup files and result files.
- Ni-doped SnO2 Folder: This folder holds the files related to nickel (Ni) doped SnO2. It includes input files for simulations with Ni dopants, as well as output files that analyze the impact of Ni doping on the material’s properties.

## Files:
- *.in: Contains the input files.
- *.xml: Contains the raw data.
- *.dat: Contains the results of the DFT simulations.

## How to Use:
- *.in: Use this file to set up the simulation parameters and initial conditions for analyzing the effect of transition metal doping on SnO₂ and to launch the simulation with Quantum ESPRESSO.
- *.xml: contains detailed information about the simulation results, such as the system's final atomic coordinates, electronic structure, and other relevant data. This file is crucial for analyzing the outcomes of the simulation and for further processing or visualization of the results.
- *.dat: contains specific data extracted from the simulation results, such as calculated properties (e.g., electronic, optical, or magnetic properties) or processed information that can be used for further analysis. These files are often used to store numerical results in a structured format, making them easy to read and analyze with other software tools or scripts.
DOI: 10.6084/m9.figshare.12547535.v1
title: TRANSIT_masterdatabase_datashare.xls

description: TRANSIT DATABASE: 1. Baseline characteristics2. Metabolic outcomes3. Immunological outcomes
DOI: 10.17632/946jzttn7n
title: Clip #13

description: Road footage recorded using Logitech C525 webcam on Perodua Kancil 660 EX. The recorded steering wheel angle and vehicle speed are in degree and km/h, respectively. For synchronization, road footage, steering wheel angle, and vehicle speed data are recorded in 1/30 second step size.
DOI: 10.17632/f36x42z42n
title: Climate Change in South Asia

description: Aim of the Study: This research investigates how the South Asian media covers climate-related issues. Countries in this region are highly vulnerable to climate risks, many are ranked among the top ten most climate-vulnerable nations, the study focuses on three South Asian countries—Pakistan, India, and Bangladesh—by analyzing the climate change coverage in leading English-language newspaper. It explores media coverage patterns, climate framing, and the influence of international reports publication on climate reporting.
Three South Asian countries i.e. Pakistan, India, and Bangladesh were selected in the current study with one leading English newspaper, i.e. Dawn, Time of India, and The Daily Star.
Over a two-year period (April 4, 2021 – April 3, 2023), all news stories and editorials from three leading South Asian English-language newspapers—Dawn (Pakistan), The Times of India (India), and The Daily Star (Bangladesh)—were collected and analyzed, with a total sample size of N = 1238.
In the present study, three South Asian newspapers were selected for content analysis. The sole access to these international newspapers was LexisNexis, which was reached through the US embassy in Islamabad. The selection criteria for the data pool LexisNexis contains all news items and editorials containing the term/ word ―climate change‖ from the three selected South Asian newspapers for a two-year time 2021-2023 (before and after one year of publishing of AR 6 (April 4, 2021 – April 3, 2023) and the keyword was ―Climate Change‖.
Data was analyzed using Statistical Package for Social Sciences (SPSS). With the help of SPSS, collected data was analyzed, explained, and interpreted. Different tests were used including frequencies, percentages, crosstabulation, and Chi-Square.
DOI: 10.6084/m9.figshare.22310827.v1
title: Sanitation and Wastewater Management Data.xlsx

description: <sub> </sub> <sub>------------------------------------------------------------------------------------------</sub> <sub>Attributes Levels Definitions code</sub> <sub>-------------------------------------------------------------------------------------------------------------------------------------------water Minimizing the fecal</sub> <sub>Contamination (CO) contamination in Groundwater 1</sub> <sub>Ground water Contamination ----------------------------------------------------------------------------------------------- </sub> <sub>No Change No change in the groundwater -1</sub> <sub>quality</sub> <sub>------------------------------------------------------------------------------------------------------------------------------------------ </sub> <sub>Low – Maintenance Reduction in the effort or money to</sub> <sub>(MA) maintain 1</sub> <sub>Maintenance ------------------------------------------------------------------------------------------------</sub> <sub>No Change Maintain the current sanitation -1</sub> <sub>system</sub> <sub>------------------------------------------------------------------------------------------------------------------------------------------- </sub> <sub>Increase in space availability Provide enough space for the</sub> <sub>(SP) households 1</sub> <sub>Space availability -----------------------------------------------------------------------------------------------</sub> <sub>No change Maintain the current sanitation </sub> <sub>system -1</sub> <sub>------------------------------------------------------------------------------------------------------------------------------------------ </sub> <sub>Improvement in environmental Increase in the quality of</sub> <sub>quality (EN) environment in neighborhood 1</sub> <sub>Environmental quality ----------------------------------------------------------------------------------------------- </sub> <sub>No change Maintain the current sanitation </sub> <sub>system -1</sub> <sub>------------------------------------------------------------------------------------------------------------------------------------------- </sub> <sub>Household sewerage charge 250: 500: 750: 1000 LKR Monthly payment to local</sub> <sub> government authority (Municipal</sub> <sub>Council)</sub> <sub>-------------------------------------------------------------------------------------------------------------------------------------------</sub> <br> Variables <br> Descriptions <br> Unit Age1 <br> Age <br> 1 if household’s age is ≤ 40 years Otherwise 0 Income1 <br> Income level <br> 1 if monthly income is greater than LKR 25,0000 0 if monthly income is LKR 25,000 and less Education 1 <br> Education level <br> 1 if household’s education &lt; 10th grade Otherwise 0 Gender <br> Gender type <br> 1 if household is male 0 if household is female Area1 <br> Land extent <br> 1 if household’s land area is &lt; 7.5 perch 0 if household’s land area is 7.5 perch and more DS1 <br> DS division <br> 1 if household lives in Nallur Ds division 0 if household lives in Jaffna Ds division <br>
DOI: 10.6084/m9.figshare.5272453.v2
title: Price-per-unit_data_and_analysis

description: Data and analysis for price-per-unit
DOI: 10.17632/f4nf3wng4d
title: Supplementary Data for the Scientometric Analysis on Asset Management of Offshore Facilities

description: This dataset on the scientometrics on asset management of offshore facilities is presented. It shows supplementary Data that includes keywords, word clouds and retrieved data from SCOPUS and Web of Science databases. This dataset was used for the paper by applying Scientometric science, which is based on bibliometric analysis. VOS viewer was used for establishing research patterns, visualising maps and identifying transcendental issues on asset management of offshore facilities. The data shows developments on the oil and gas industry, and application of asset management with themes studied from the keywords. The dataset included on asset management of offshore facilities were subjected to a scientometric study which looked at different parameters like publication authors, and publication's geographical location by country to investigate the research pattern. See the full paper in: Amaechi, C.V.; et al. (2022). Scientometric analysis and Systematic review for the research trends on asset management of offshore facilities. JPSE 2022, under review.
DOI: 10.17632/fyv5gddfxj
title: ERPSAS - Validation of the Emotional Reasoning in Public Speaking Anxiety Scale

description: Emotional reasoning (ER) is the process of forming judgments based on emotions rather than objective information. To assess ER specifically in individuals with public speaking anxiety (PSA), we developed the Emotional Reasoning in Public Speaking Anxiety Scale (ERPSAS). This scale aims to quantify the extent to which emotions influence reasoning processes in the context of PSA. In our study, we administered the ERPSAS to a sample drawn from the general population. To establish the validity of the scale, we conducted two types of analyses: convergent validity, comparing it with existing measures of ASP, and divergent validity, comparing it with measures of anxiety and depression. For convergent validity, we assessed the ERPSAS together with established measures of ASP, including the Spanish version of the Public Speaking Anxiety Scale (PSAS-S; Bartholomay & Houlihan, 2016; Dueñas et al., 2018), the validated Spanish version of the Fear of Negative Evaluation Scale (BFNE; Gallego et al., 2007; Leary, 1983), and the Positive and Negative Self-Affirmations in Public Speaking Scale (SSPS; Hofmann & DiBartolo, 2000; Rivero et al., 2010). This approach allowed us to determine the degree of alignment of the SSPSAS with other instruments designed to measure similar constructs.
In terms of divergent validity, we compared the ERPSAS with measures of anxiety and depression, namely the Patient Health Questionnaire (PHQ-9; Diez-Quevedo et al., 2001; Kroenke et al., 2001) and the short version of the State-Trait Anxiety Inventory (STAI-T; Buela-Casal & Guillén-Riquelme, 2017; Spielberger et al., 1970). By examining the relationship of the ERPSAS to these constructs, we were able to ensure that it measured PSA-specific emotional reasoning and not general emotional distress. Through our analyses, we identified an optimal cut-off point for the ERPSAS, resulting in a four-stage scale reflecting PSA severity. Notably, people with severe PSA tended to rate scenarios with negative emotional valence as more threatening, even when presented with safe factual information (p&lt;0.001).
DOI: 10.17632/jnd2xv2mw7
title: Salud mental

description: Datos de Diagnóstico de Salud mental
DOI: 10.17632/z8t75v585b
title: Berg Data

description: Data from MEMS
DOI: 10.6084/m9.figshare.13108136.v1
title: Smilansky Perkinsea tadpole MSAs

description: Full and masked alignments of sequences used to calculate the Perkinsea 18S rRNA phylogeny and tadpole 16S rRNA phylogeny respectively presented in Figure 1 and Figure 2 of the manuscript "Expanded host and geographic range of tadpole associations with the Severe Perkinsea Infection group".<br><br>
DOI: 10.17632/jhv73gj2d2
title: fNIRS DATA

description: The data included stroke patients and normal subjects. When they performed motions of hand, the prefrontal hemodynamic data were recorded.
DOI: 10.17632/m2hc298jjd
title: Dataset on UTAUT model in digital rural banking

description: Data for rural banking
DOI: 10.6084/m9.figshare.1056245.v1
title: Squid fatty acids and Stable Isotope data

description: This is data from Stowasser et al. 2006 (JEMBE 333: 97–114) used to illustrate the fastinR package in the accompanying manuscript (Neubaer & Jensen 2014).
DOI: 10.6084/m9.figshare.13308602.v1
title: CFA Master.sav

description: CFA Master is the data set Todd Gilson used to analyze the CRAVE data with the confirmatory factor analysis. "data from January 2015 used for the CFA analysis". Data sent back to us from Todd Gilson on 11/30/2020.