cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mn5czx4v3f
title: Social Media Metrics for E-Commerce Companies in the United Arab Emirates (UAE)

description: A dataset of the top 10,000 e-commerce Companies in the United Arab Emirates (UAE) and their social media metrics, obtained on November 2023. 
Both the full source dataset (Dataset A.zip) and the augmented dataset (Dataset B.xlsx) are provided.
Furthermore, the file "Decision Support Systems.xlsx" in the repository is the developed Decision Support System (DSS). 

The DSS enables the benchmarking of e-commerce companies with the 10,000 e-commerce companies in the UAE, with respect to social media performance.

The Full Supplement zip file contains the full source dataset, the augmented dataset, the DSS, a presentation of the research, the source graphml model for the Methodology workflow, and a Supplement document file that contains detailed Literature Review and additional analysis.
DOI: 10.17632/xskt8cj82b
title: Data for: A self-consistent model to describe the temperature dependence of the bulk modulus, thermal expansion and molar volume compatible with 3rd generation CALPHAD databases

description: The present data are associated with a research article in which a model to describe the bulk modulus, thermal expansion coefficient and molar volume at atmospheric pressure is proposed. The model is applied to 3 phases: α-Sn, β-Sn and CaO. For each of these phases, one can find in this folder: 1. A tabulation of all the bulk modulus, thermal expansion coefficient and molar volume data reviewed from the literature. Regarding the data processing, a detailed description is provided in the article associated with this dataset. 2. Thermodynamic database files, plus a demonstration file for α-Sn that can be used to set-up the present model in the Thermo-Calc software package (J.-O. Andersson, T. Helander, L. Höglund, P. Shi, B. Sundman, Thermo-Calc & DICTRA, computational tools for materials science, Calphad. 26 (2002) 273–312. https://doi.org/10.1016/S0364-5916(02)00037-8.) 3. A tabulation of the bulk modulus, thermal expansion coefficient and molar volume data as modeled using the proposed description 4. A comparison between the literature heat capacity data and the data calculated using the thermodynamic descriptions from which some parameters were accepted in this work. Only the relatively low temperature range that is relevant to assess the parameters of the multi-Einstein model was considered in this analysis.
DOI: 10.6084/m9.figshare.26236490.v1
title: Data from: "<b>Where to refine spatial data to improve accuracy in crop disease modelling: an analytical approach with examples for cassava</b>"

description: Individual based model simulation data and host landscape data for figures in the paper.The zip file Data.zip contains the following directories:_dispersal kernel b(x)/_host landscapes/_initial location of infected/H/H2f50/H2f100/Hpinplus20/Hplus20/Hpoutplus20/
DOI: 10.6084/m9.figshare.3523082.v1
title: Appendix A. An image of Black-throated Sparrows at a watering unit.

description: An image of Black-throated Sparrows at a watering unit.
DOI: 10.6084/m9.figshare.5120530.v1
title: Supplementary Material for: Health-Related Direct-to-Consumer Genetic Tests: A Public Health Assessment and Analysis of Practices Related to Internet-Based Tests for Risk of Thrombosis

description: <i>Background:</i> Recent years have seen increased concern about direct-to-consumer (DTC) genetic testing (i.e., the sale and use of genetic tests without involving a health care provider). Numerous professional organizations have developed policies in this area. However, little systematic evidence exists to inform public policy about these tests. <i>Methods:</i> We conducted a systematic search to identify genetic tests that are sold DTC without involving a health care provider. We evaluated the practices of companies offering DTC genetic tests for risk of thrombosis using criteria from multiple sources and a minimal set of key practices. <i>Results:</i> We identified 84 instances of currently available health-related DTC genetic tests sold on 27 Web sites; the most common were for pharmacogenomics (12), risk of thrombosis (10), and nutrigenomics (10). For the DTC genetic tests for risk of thrombosis, we found low adherence to recommendations. Online information was frequently incomplete and had low agreement with professional recommendations. <i>Conclusion:</i> Our findings document the rapid growth in the availability of health-related DTC genetic tests and highlight the need to improve the delivery of DTC genetic tests. A major implication of this study is the need for the scientific and medical community to develop consistent recommendations to increase their impact.
DOI: 10.17632/hh4svmhhjv
title: Innovative Pedagogy Dataset

description: This data set describes five variables which are innovative pedagogies praxis in the classroom. These innovative pedagogies include pedagogy, andragogy, heutagogy, cybergogy, and peeragogy approaches. Three steps of data purification were applied on data set: instrument development, survey and confirmatory factor analysis (CFA). The data is composed of demographic data, pedagogy, andragogy, heutagogy, cybergogy, peeragogy, and self-regulated learning. The dataset is useful for teacher to promote classroom practices that may encourage student’s self-regulated learning. Researchers in developing countries with similar characteristics in their sample may use this dataset to perform more thorough statistical analysis.
DOI: 10.17632/p8n7nbxyw3
title: WasteInsight: Dataset for Detection and Volume Estimation of Municipal Solid Waste

description: This dataset consists of images of residential trash bags captured in domestic environments. The main objective of this dataset is to provide a labeled database to train object detection algorithms capable of identifying trash bags and estimating their volumes based on their dimensions. The dataset contains 447 images, divided into 60% for training, 20% for validation and 20% for testing. The images were collected in homes, using mobile device cameras, capturing garbage bags in different environments and lighting conditions. Each image in the dataset is accompanied by labels that indicate the coordinates of the bounding boxes around the trash bags.
DOI: 10.17632/zk5s7vwwxp
title: Sustainable Infrastructure

description: Data of systematic review on sustainable infrastructure for disaster resilience
DOI: 10.17632/dv2cf9dfv5
title: Replication Codes for The International Dimension of Trend Inflation, G. Ascari, L. Fosso.

description: Replication files for the paper The International Dimension of Trend Inflation, forthcoming on the Journal of International Economics.
DOI: 10.17632/nnrb73xzwh
title: DR_CommunityCollege_MotivatorsSucess

description: This research examined how community college students perceive faculty behaviors, their relationship with classroom motivators, and how these perceptions predict student persistence and academic success. A quantitative non-experimental design was used with an online survey administered to 352 students from the only community college in the Dominican Republic. Data were analyzed using independent T-tests, ANOVA, Canonical Correlation Analysis, and regression models.
The results showed that faculty qualities and behaviors explained 48.5% of the variance in students’ classroom motivation. Rapport, Time Spent with Students Outside Class, Course Preparation and Delivery, Encouragement, and Fairness had the highest canonical loadings. Encouragement-related behaviors were a significant predictor of students’ intention to persist in college. In predicting GPA, success, usefulness, and interest explained 17%, 10%, and 6% of the variance, respectively.
These findings confirm the crucial role faculty play in supporting students in a Dominican community college modeled after U.S. institutions. Recognizing that specific faculty behaviors influence student motivation, persistence, and success, higher education leaders should develop programs that raise faculty awareness and implementation of essential behaviors.
DOI: 10.6084/m9.figshare.19589524.v2
title: The genome annotation information of pakchoi

description: Compared with other <em>B. rapa</em> varieties, green petiole type pakchoi shows high-temperature resistance, which is partially derived from the rich epicuticular wax. Here we sequenced a high-quality genome of green petiole type pakchoi, which has been widely used as the parent in breeding.
DOI: 10.17632/d9vn7ygf3z
title: Data pertaining to aberrant intracellular calcium handling during androgen deprivation therapy in prostate cancer 

description: The data generated here in relates to the research article “CaV1.3 enhanced store operated calcium promotes resistance to androgen deprivation in prostate cancer”. A model of prostate cancer (PCa) progression to castration resistance was employed, with untreated androgen sensitive LNCaP cell line alongside two androgens deprived (bicalutamide) sublines, either 10 days (LNCaP-ADT) or 2 years (LNCaP-ABL) treatment, in addition to androgen insensitive PC3. With this PCa model, qPCR was used to examined fold change markers linked to androgen resistance, androgen receptor (AR) and neuron specific enolase (NSE), observing an increase under ADT. In addition, the gene expression of a range of calcium channels was measured, with the L-type Voltage gated calcium channel, CaV1.3, demonstrating the largest increase during ADT compared to DMSO control. No effect of CaV1.3 on the gene expression of calcium channels Orai and STIM1 was found using CaV1.3 siRNA knockdown, which was validated at a gene and protein level. Protein fractionation and subsequent CaV1.3 western blot noted the presence of CaV1.3 c-terminus in the nucleus which was lost in LNCaP-ABL. The calcium channel blocker (CCB), nifedipine, was employed to determine the impact of CaV1.3 on store release and calcium entry measured with Fura-2AM ratiometric dye. In both the presence and absence ADT, nifedipine was found to have no impact on store release induced by thapsigargin (Tg) in 0mM Ca2+ nor store operated calcium entry (SOCE) following the addition of 2mM Ca2. However, CaV1.3 siRNA knockdown was able to reduce SOCE in PC3 cells. The effect of nifedipine on CaV1.3 in PCa biology was measured through cell survival colony formation assay, with no observed change in the presence of CCB. While siCaV1.3 reduced PC3 cell proliferation. This data can be reused to inform new studies investigating altered calcium handling in androgen resistant prostate cancer. It provides insight into the mechanism of CaV1.3 and its functional properties in altered calcium in cancer, which can be of use to researchers investigating this channel in disease. Furthermore, it could be helpful in interpreting studies investigating CCB’s as a therapeutic and in the development of future drugs targeting CaV1.3.
DOI: 10.6084/m9.figshare.20786032.v1
title: Biodiversity loss indicators.rar

description: Four indicators describing future vertebrate biodiversity losses driven by increased global aridity.
DOI: 10.6084/m9.figshare.25669755.v1
title: Data-model intercomparison of EucFACE observations

description: This data repository contains the model simulation output for the EucFACE observational period of 2012-2019.
DOI: 10.6084/m9.figshare.29178863.v1
title: <i>Brasenia schreberi</i>

description: <b>The T2T genome assembly and annotation</b><b> of </b><b>watershield (</b><b><i>Brasenia schreberi</i></b><b>)</b>
DOI: 10.17632/rs3f6trdvw
title: A dataset of detailed 3D representations of Scots pine, Norway spruce needle shoots from Järvselja RAdiation transfer Model Intercomparison (RAMI) pine stand in Estonia

description: The collection and preprocessing of this dataset has been reported in detail in Pisek J., Borysenko, A., Janoutová, R., Homolová, L. 2023. Estimation of coniferous shoot structure by high precision blue light 3D photogrammetry scanning. Remote Sensing of Environment, https://doi.org/10.1016/j.rse.2023.113568.

This dataset contains ten detailed representations of needle shoots of two species (five shoots per species) - Scots pine (Pinus sylvestris L.) and Norway spruce (Picea abies L. Karst.) - collected from trees in the Järvselja RAdiation transfer Model Intercomparison (RAMI) pine stand (58° 18′ 47.13″ N 27° 17′ 48.23″ E) in Estonia on 26th July 2022. The high resolution point clouds (in .stl format) were obtained with blue light 3D photogrammetry scanning approach. The scans can be found in the compressed file (Jarvselja_RAMIpinestand_20220726_shoot_GOMScans.zip). The other file (Jarvselja_RAMIpinestand_20220726_shoot_photos.zip) contains the reference photos of the scanned needle shoots.

The data were collected as a part of project supported from Estonian Research Council Grant PRG1405.

If using the data, please cite the above publication by Pisek et al. (2023) and this Mendeley Dataset: Pisek, Jan; Borysenko, Oleksandr (2023), “A dataset of detailed 3D representations of Scots pine, Norway spruce needle shoots from Järvselja RAdiation transfer Model Intercomparison (RAMI) pine stand in Estonia”, Mendeley Data, V1, doi: 10.17632/rs3f6trdvw.1

Detailed 3D representations of needle shoots bring many opportunities for further improvements of measurement methods in the up-scaling of optical properties for coniferous canopies. Detailed 3D representation of needle shoot in combination with radiative transfer modeling can provide a way to compensate for inaccuracies in needle optical properties measurements and improve measurements of shoot scattering properties.
DOI: 10.6084/m9.figshare.5873358.v1
title: Supplementary Material for: Elevated Global DNA Methylation Is Not Exclusive to Amyotrophic Lateral Sclerosis and Is Also Observed in Spinocerebellar Ataxia Types 1 and 2

description: Adult-onset neurological disorders are caused and influenced by a multitude of different factors, including epigenetic modifications. Here, using an ELISA kit selected upon careful testing, we investigated global 5-methylcytosine (5-mC) levels in sporadic and familial amyotrophic lateral sclerosis (sALS and fALS), spinocerebellar ataxia types 1 and 2 (SCA1 and SCA2), Huntington’s disease, Friedreich’s ataxia, and myotonic dystrophy type 1. We report a significant elevation in global 5-mC levels of about 2–7% on average for sALS (<i>p</i> &lt; 0.01 [F(1, 243) = 9.159, <i>p</i> = 0.0027]) and various forms of fALS along with SCA1 (<i>p</i> &lt; 0.01 [F(1, 83) = 11.285], <i>p</i> = 0.0012) and SCA2 (<i>p</i> &lt; 0.001 [F(1, 122) = 29.996, <i>p</i> = 0.0001]) when compared to age- and sex-matched healthy controls. <i>C9orf72</i> expansion carrier ALS patients exhibit the highest global 5-mC levels along with <i>C9orf72</i> promoter hypermethylation. We failed to measure global 5-hydroxymethylcytosine (5-hmC) levels in blood, probably due to the very low levels of 5-hmC and the limitations of the commercially available ELISA kits. Our results point towards a role for epigenetics modification in ALS, SCA1, and SCA2, and help conclude a dispute on the global 5-mC levels in sALS blood.
DOI: 10.17632/g7pgycypjr
title: A Novel Approach of Biomineralization for Improving the Frost Resistance and Mechanical Properties of Soil Solidification Rock Concrete with Recycled Aggregate

description: Compressive and flexural strengths at 7d, 14d, 28d, and 60d for each group of concrete specimens; mass loss rate, relative dynamic elastic modulus, compressive strength before and after freeze-thaw cycles, and DF values for freeze-thaw cycle tests; chemical composition content of soil condensate rock and cements; and XRD test data for soil condensate rock and cements.
DOI: 10.6084/m9.figshare.10079039.v1
title: Source data for fig2&fig3.xlsx

description: source data for Fig2 and Fig3
DOI: 10.6084/m9.figshare.29189927.v1
title: <b>Estimating Age and Comparing Techniques for Estimating Surface Area of Freshwater Mussel (Unionidae) Shells"</b> publicly available dataset

description: Our study considers regressions of age and surface area from shell length measurements and compares different measurement methods of unionid surface area. Using shells (<i>n </i>= 62) of five different species from the Great Lakes region, regression equations for 5 unionid species were created between length and age as well as length and surface area calculated using four different methods. Shells had their length, height, and width measured via calipers. Shells additionally had their average, maximum, and minimum age estimated from external annuli as well as surface area measured using the ellipsoid surface area calculation, foil wrapping, and photogrammetry methods.
DOI: 10.6084/m9.figshare.28636448.v1
title: Table S1-2

description: Differentially expressed genes after exercise in cool or hot condition in equine skeletal muscle (false discovery rate: 0.05, minimal fold change: 1.5).
DOI: 10.17632/5rxxwfbk5x
title: Comparison of sensory quality perceptions of gluten-free cookies evaluated by celiac and non-celiac people

description: This dataset contains raw sensory profiling data collected in May 2024 for three types of gluten-free cookies:
(1) cookies made from a gluten-free flour mix,
(2) cookies made from buckwheat flour, and
(3) cookies made from grated coconut.

The data were collected using a standardized sensory profiling form. The panel consisted of untrained participants from three distinct groups: individuals diagnosed with celiac disease, individuals with non-celiac gluten sensitivity, and individuals without any dietary restrictions.

Each participant evaluated the cookies based on multiple sensory attributes, including taste, aroma, texture, and appearance.

The dataset is provided in Excel format and is in English.
It may be useful for analyzing sensory preferences among different consumer groups and comparing gluten-free cookie formulations, as well as for methodological reference in inclusive sensory testing.
DOI: 10.17632/gbv6pcws7g
title: Simple, accurate, and efficient implementation of 1-electron atomic time-dependent Schrödinger equation in spherical coordinates

description: Abstract Modelling atomic processes in intense laser fields often relies on solving the time-dependent Schrödinger equation (TDSE). For processes involving ionisation, such as above-threshold ionisation (ATI) and high-harmonic generation (HHG), this is a formidable task even if only one electron is active. Several powerful ideas for efficient implementation of atomic TDSE were introduced by H.G. Muller some time ago (Muller, 1999), including: separation of Hamiltonian terms into tri-diagonal parts; im... Title of program: SCID-TDSE: Time-dependent solution of 1-electron atomic Schrödinger equation in strong laser fields. Catalogue Id: AEYM_v1_0 Nature of problem Time propagation of non-relativistic 1-electron Schrödinger equation for a central potential, under the influence of a long-wavelength laser field treated in the velocity-gauge dipole approximation. Versions of this program held in the CPC repository in Mendeley Data AEYM_v1_0; SCID-TDSE: Time-dependent solution of 1-electron atomic Schrödinger equation in strong laser fields.; 10.1016/j.cpc.2015.10.014 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.28817987.v1
title: Database Florian Berghea AI.xlsx

description: Risk appetite and aversion among GenAI.
DOI: 10.17632/7ttxcjxsc8
title: Replication Files for Trade and Technology Adoption in Distorted Economies

description: Replication files for "Trade and Technology Adoption in Distorted Economies" by Farid Farrokhi, Ahmad Lashkaripour, and Heitor Pellegrina for the publication in Journal of International Economics. The file "Guideline.pdf" describes the details of the replication process.
DOI: 10.17632/b39x2kfbj4
title: Data for: The mineral diversity of Jezero crater: Evidence for possible lacustrine carbonates on Mars

description: All CRISM spectra from plots are stored in an Excel worksheet. Includes ratio spectra as shown in figures as well as original reflectance spectra and alternative ratio spectra. Mosaics of Jezero CRISM RGB combinations over CTX basemaps are included at various zooms and resolutions, as used in figures.
DOI: 10.6084/m9.figshare.16829032.v1
title: Supplementary Table 1

description: Cluster expressed genes. Expression levels represented as tags per million (TPM).
DOI: 10.17632/5hdh6b4ngv
title: Environment noise

description: Tables, graphs and statistics from the article "Evaluation and modeling of environmental noise in the urban area of the district of Huaraz, Ancash – 2022"
DOI: 10.17632/7wpcv7kp6f
title: Multiple Myeloma Dataset (MM-dataset)

description: The Multiple Myeloma dataset (MM-dataset) is a new multi-class database with 59 features for 203 patient records categorized into 9 labels stage of MM cancer which are classified by specialists on Hematology. It is made public, in order to allow comparative experiments with other research works. The Multiple Myeloma (MM) is a type of blood cancer that affects the plasma cells in bone morrow. Its diagnosis is difficult in the early stage and depends on several medical exams and tests, thus its process is very long and can discourage patients. This may be the principal problem. In the litereture, all the proposed reasearches to the assistance with the medical diagnosis in multiple myeloma (MM) disease, are based on genetic databases. So, we proposed our new dataset which contains the results of different MM diagnosis exams, and which can be used to detect clinical and para-clinical factors for the diagnosis of MM.
DOI: 10.17632/c4jc7k5ptx
title: Earlydrain

description: The EARLYDRAIN trial investigated whether prophylactic lumbar cerebrospinal fluid drainage improves clinical outcome measured by the modified Rankin Scale score among patients with aneurysmal subarachnoid hemorrhage. 287 patients were randomized to receive either standard of care only or additionally a lumbar drain for the first 8 days after treatment of the aneurysm. Findings indicate that among patients with aneurysmal subarachnoid hemorrhage, lumbar drainage additional to standard of care improves clinical neurological outcomes at 6 months.
DOI: 10.17632/cz27ndz7ky
title: Association between Q angle and gait speed in college going students - a cross-sectional study

description: The biomechanics of the lower limb majorly depends on the Q angle. The aim of the study is to find about the association between Q angle and gait speed in healthy college going students. 200 participants are recruited in the study. The study is conducted by measuring the Q angle by universal 360° goniometer and the gait speed is calculated using the usual 4 meter gait speed test. On analysis it is recorded that there is a significant correlation between Q angle and gait speed.