cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6g3nmc7358
title: Assessing Group-formation Strategies’ Impact Student Performance? A comparative multi-semester statistical analysis

description: The study period covered 4 semesters from Fall 2022 and Fall 2024. Eleven sections of undergraduate Business Analytics course are studied for investigation. Two modalities were included on-ground and online-asynchronous as they are the regular options for students at our institution. The course contents were the same. The projects were exploratory where student teams were provided a dataset with research questions, they were asked to prepare a recorded group presentation to answer the questions with data-driven approaches (data visualization, statistical analysis, modeling, etc.). The project length was 12 weeks in 16-week on ground sections, whereas it was kept 6 weeks in 8-week online-asynchronous section. They were all the same undergraduate course, Business Analytics I either offered on ground or online asynchronous. Seven sections had team-based learning (TBL), where a specific TBL was implemented e.g. service-learning project (SLP), exploratory project (EP), work-based learning (WBL). Group formation methods included team-player survey (TBS), self-assigned groups, and random group formation. Four sections were used as a control group. Moreover, table 3 depicts the variables included in the data collection process (see Table 4). Most of these variables are used to answer the RQ 3, while some of the variables are used to conduct tests for RQ1 and RQ2.

ID Variable Name Variable explanation and its range, features, etc.
1 CourseModality On-ground, Online-Async
2 SemesterLength 16, 8 weeks
3 TBL Length 12, 6 weeks
4 Participation Participation level on Canvas (Low, Medium, High)
5 Page Views Page views on Canvas (Low, Medium, High)
6 MissingNum # of missing assignments 
7 LateNum # of late assignments
8 TP_Type Team player type (Contributor, Collaborator, Communicator, and Challenger)
9 TPS Highest team player tyle score out of 4 types (0-1)
10 StudentComm Number of messages student sent to instructor
11 InstructorComm Number of messages instructor sent to students
12 TPGroupPerf Term project grade (0,1)
13 TPIndPerf Term project reflection HW grade (0,1)
14 ExamPerf Exam performance (0,1)
15 QuizPerf Quiz performance (0,1)
16 HWPerf HW performance (0,1)
17 OverallPerf Course grade (0,1)
DOI: 10.17632/rc63wxj24n
title: Tim-3-CD8+T cell C1/C2 RNA-seq data

description: RNA-seq analysis data of 2 cases of Tim-3-CD8+T cells separated by flow cytometry
DOI: 10.17632/5wzx2gtrm9
title: darkdata

description: Relationship Between Dark Triad Personality Traits and Adult Attachment Styles
DOI: 10.6084/m9.figshare.11389638.v1
title: Comparative Analysis and Gut Bacterial Community Assemblages of Grass Carp and Crucian Carp in New Lineages from Dongting Lake Area

description: This data is suppoting information for the paper "Comparative Analysis and Gut Bacterial Community Assemblages of Grass Carp and Crucian Carp in New Lineages from Dongting Lake Area", which can provide some vital informations to enhance your understand.
DOI: 10.6084/m9.figshare.13120250.v1
title: This contains the data and r scripts necessary to duplicate the analyses of body condition and survival for the manuscript "Survival of an Extinct in the Wild skink from Christmas island is reduced by an invasive centipede: implications for future reintroductions".

description: The blue-tailed skink (<i>Cryptoblepharus egeriae</i>) is endemic to Christmas Island but underwent rapid population declines in the 1990s and 2000s and was listed as Extinct in the Wild in 2017. As invasive giant centipedes (<i>Scolependra subspinipes</i>) were implicated as a cause of a failed reintroduction of captive bred skinks into a fenced enclosure, we undertook a mesocosm experiment to investigate if skink survival and body condition was negatively affected by the presence and density of <i>S. subspinipes</i>. In addition, we used DNA barcoding to determine if wild centipedes consume other reptile species on Christmas Island. In the mesocosm experiments, survival of skinks was reduced by 30% and 44% at low and high centipede densities respectively over 12 weeks, and skink body condition also declined significantly over this period. DNA barcoding confirmed that skinks that were lost during the mesocosm experiment had been consumed by centipedes. Further, we detected DNA of two invasive reptiles (the Common wolf snake <i>Lycodon capucinus </i>and the Asian House gecko <i>Hemidactylus frenatus</i>) in the stomachs of wild-caught centipedes, suggesting that centipedes are a generalist predator of reptiles in this island ecosystem. Based on these results, we recommend that attempts to reintroduce <i>C. egeriae</i> to Christmas Island should include the control of centipedes to increase the likelihood of success.
DOI: 10.6084/m9.figshare.13565222.v3
title: National cohort-component population projection model

description: This workbook illustrates a national cohort-component population projection model using the example of Australia. It accompanies the paper "A brief guide to producing a national population projection" by Tom Wilson and Phil Rees.
DOI: 10.6084/m9.figshare.20137583.v1
title: Questionnaires with English loanwords (translation study).xlsx

description: List of English words used in the study on the strategies employed by Croatian students when translating the most frequent English loanwords in Croatian.
DOI: 10.6084/m9.figshare.29071436.v1
title: Supplementary Material from <i>Glissandra oviformis</i> n. sp.: a novel predatory flagellate illuminates the character evolution within the eukaryotic clade CRuMs

description: TableS3.xlsx
DOI: 10.17632/sxn4b4zccv
title: Long-Term Institutional Investors and Managerial Disclosure Opportunism

description: The sample data comes from the China Stock Market and Accounting Research database which is widely used in studies of China’s capital market and listed firms. We start from 41,577 observations for 4,243 A-share firms in Shanghai and Shenzhen Stock Exchanges from 2004 to 2020. The initial sample year 2004 is the time when the insurance companies are allowed to directly engage in equity investment. We exclude 849 observations in the financial industry and 3,038 observations with missing values for key variables. After the above filtering, the final sample consists of 37,960 firm-year observations for 3,773 unique firms. Sample size changes in the channel and cross-sectional analysis due to the missing value of conditional variables.
DOI: 10.4121/19886434.v1
title: Ping360 sonar data recored at TU DELFT 3me pond [ROS2]

description: Sonar and MAVROS data recored in ros2 bag format using ROS. Recordings were performed using a BlueROV2 robot equipped with Ping360 sonar. ROS setup: - ROS2 Foxy - Ping360 sonar ROS2 package: https://github.com/CentraleNantesRobotics/ping360_sonar/tree/3ade26c7a6f22cc4f50488ae578282b36e150a04 - MAVROS: https://github.com/mavlink/mavros/commit/227b3accf7d16c7f0c468da25125e164de3ff292 <br> Data was recorded at TU Delft 3me pond 25-05-2022. This data will be used in the activities of REMARO (https://remaro.eu/) project.
DOI: 10.6084/m9.figshare.1591493.v1
title: Weight controllability effects on prejudice and self-efficacy (Time 1 and 2)

description: An experiment was conducted to test for the presence of prejudice towards obesity and whether weight controllability information reduces this prejudice and impacts on a person’s own healthy weight management. The experiment randomly allocated 346 participants (49 males) into one of three conditions: controllable contributors toward obesity condition (e.g., information about personal control about diet and exercise); uncontrollable contributors toward obesity condition (e.g., information about genes, factors in society); and a control condition with no information given. Using randomised control trial design and pre- and post-measures, the present study addressed many methodological issues present in previous studies. Prejudice was present in 81% of the sample. Weight controllability information had no significant effect on prejudice levels or exercise or healthy eating self-efficacy levels. A negative relationship was found between prejudice towards obesity and level of exercise and healthy eating self-efficacy. Weight status was negatively related to level of prejudice towards obesity and positively related to exercise and healthy eating self-efficacy. These findings suggest that future studies modelling causal factors in obesity may need to incorporate measures of healthy eating self-efficacy and prejudice. (abstract from from published article https://peerj.com/articles/1764/)
DOI: 10.6084/m9.figshare.26531344.v4
title: segmented RNA virus

description: we can find novel segmented rna virus
DOI: 10.6084/m9.figshare.26937283.v1
title: Cueva de Chufín: cartografías geomorfológicas y tafonómicas

description: Archivos referentes al estudio tafonómico y geomorfológico de la Cueva de Chufín (Cantabria).
DOI: 10.6084/m9.figshare.5436031.v1
title: Music.Popular.Rock.MIDI

description: A collection of pieces of polyphonic music MIDI coded. This group is specifically for Rock music. These files are intended to hear the actual sound of each piece of music. The text files behind these sonic files are analyzed and results are presented in DOI: 10.6084/m9.figshare.5435953 . You won't be able to directly ear music from these files. But you can download and open them with an audio-player software. To see the text representing the music you ear, open the file pretending it is a text-file.
DOI: 10.6084/m9.figshare.14910060.v1
title: Cruise and buoy observation dataset for YS06

description: This is a dataset for buoy station YS06
DOI: 10.6084/m9.figshare.28090769.v3
title: Predictions of oil volume in palm fruit and estimates of their ripeness: A comparative study of machine learning algorithms

description: This dataset was used to compare machine learning algorithms for predicting the oil content from different parts of both ripe and raw oil palm fruits (top, middle, and down). Additionally, we compared algorithms for predicting oil volume in semi-ripe and unripe fruits.
DOI: 10.6084/m9.figshare.3524744.v1
title: Appendix D. A table showing parameter estimates for simulation.

description: A table showing parameter estimates for simulation.
DOI: 10.6084/m9.figshare.7000529.v1
title: SAS Code from Cows are highly motivated to access a grooming substrate

description: Code used for statistical analysis (Kaplan-Meier Survival Analysis). Requires SAS.
DOI: 10.6084/m9.figshare.8227241.v1
title: Factors and mass ratio analyses for Reactive Blue 19 dye decolorization using ozone: an experimental and analytical modelling approach

description: ABSTRACT Dyes highly reduce sunlight penetration into the stream, and consequently affect photosynthesis and oxygen transfer into water bodies. An experimental and analytical modelling approach to Reactive Blue 19 (RB19) removal using ozone was carried out. For this purpose, factors and mass ratio analyses were assessed based on batch assays experiments. Removal efficiency increased from 64 to 94% when the dosage increased from 38.4 to 153.6 mg O3.L-1. Results showed that RB19 is more efficiently removed when initial pH is 7. The rate of RB19 removal decreased as the initial dye concentration increased. Kinetic studies showed that the ozonation of RB19 was a pseudo first-order reaction with respect to the dye, and the apparent rate constant declined logarithmically with the initial dye concentration. Mass ratio studies showed that, for the empirical analysis, the power law equation was adequate to describe mass ratio over time and the analytical analysis suggests that the process is influenced by mass transfer in the liquid film as well as in the bulk fluid.
DOI: 10.17632/b6fftwbr2v
title: FruitNet: Indian Fruits Dataset with quality (Good, Bad & Mixed quality)

description: High quality images of fruits are required to solve fruit classification and recognition problem. To build the machine learning models, neat and clean dataset is the elementary requirement. With this objective we have created the dataset of six popular Indian fruits named as “FruitNet”. This dataset consists of 14700+ high-quality images of 6 different classes of fruits in the processed format. The images are divided into 3 sub-folders 1) Good quality fruits 2) Bad quality fruits and 3) Mixed quality fruits. Each sub-folder contains the 6 fruits images i.e. apple, banana, guava, lime, orange, and pomegranate. Mobile phone with a high-end resolution camera was used to capture the images. The images were taken at the different backgrounds and in different lighting conditions. The proposed dataset can be used for training, testing and validation of fruit classification or reorganization model. 

[The related article is available at: https://www.sciencedirect.com/science/article/pii/S2352340921009616. Cite the article as : V. Meshram, K. Patil, FruitNet: Indian fruits image dataset with quality for machine learning applications, Data in Brief, Volume 40,
2022, 107686, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2021.107686 ]
DOI: 10.17632/fbhc38zzm9
title: ALS Disease patient classification

description: The ALS voice dataset was collected at the Research and Clinical Center of Neurology and Neurosurgery (USC) and is designed to facilitate the study of speech impairments in patients with Amyotrophic Lateral Sclerosis (ALS). The dataset is comprised of 148 sustained vowel phonations, which include both pathological (ALS-affected) and healthy control (HC) voice samples. These phonations are critical in understanding speech degradation in ALS patients, as the disease affects motor neurons responsible for speech production. The collection of this data provides a valuable resource for machine learning models, acoustic analysis, and medical diagnostics related to ALS.

Dataset Composition

The dataset is balanced, containing 52% pathological voices (ALS patients) and 51% healthy voices (HCs). Each individual contributing to the dataset was asked to produce sustained phonation of the vowels /a/ and /i/ at a comfortable pitch and loudness, maintaining their voice as steadily and as long as possible. These vowels were specifically chosen as they provide significant phonetic markers in evaluating voice stability, intensity, and frequency variations, which can be affected by neuromuscular degeneration in ALS.

Challenges and Considerations

While the dataset provides valuable insights, there are some challenges and limitations:
 • Device Variation: Since recordings were collected using different smartphones and headsets, there may be variations in audio quality and background noise.
 • Limited Data Size: While 148 phonations provide a useful starting point, larger datasets are needed for more robust AI training and statistical analysis.
 • Single Vowel Focus: The dataset focuses only on the vowels /a/ and /i/, which are useful but do not capture the full range of speech impairments seen in ALS.
 • Speaker Variability: Individual differences in voice quality, pitch, and speaking habits may introduce variability, requiring careful normalization techniques during analysis.

Future Directions

Expanding and improving this dataset could lead to significant advancements in ALS diagnosis and speech therapy. Future efforts could include:
 • Increasing the number of participants to enhance statistical power
 • Expanding the phonetic range to include consonants and connected speech samples
 • Using standardized recording devices to minimize technical variability
 • Longitudinal data collection to track speech changes over time in ALS patients

This dataset represents an important step forward in ALS research, providing researchers with valuable voice recordings to study neurological speech disorders. With applications in AI, clinical diagnostics, and remote monitoring, this dataset has the potential to improve early detection, patient care, and disease progression tracking for ALS.
DOI: 10.17632/v7skdj677z
title: Calamansi Juice with Camote Leaf Extract: A Product Development

description: Calamansi is an abundant naturally-grown citrus tree and is one of the sources of staple fruit juice in the Philippines. Hence, this research study aimed to develop an acceptable mocktail drink that utilized the extract of Calamansi Juice with Camote Leaves. The conceptual framework utilized was the Product Development framework, which is a systematic, commercially oriented research to examine what constitutes a new developed product that satisfies every consumer. Factors considered in the product testing included the appearance, taste, color, consistency, aroma and general acceptability that distinguished food product development which are the ethical considerations of producing large volume of safe and healthy food product for human consumption. In line with this, a product testing with one product sample was conducted and participated by the three hundred fifty four (354) student respondents, eighty four (84) teacher respondents, and ten (10) entrepreneur respondents. An evaluation sheet using the modified nine-point Hedonic scale was devised for the conduct of product testing that established the overall acceptability of the product from the respondents.
DOI: 10.6084/m9.figshare.28587827.v3
title: single cell RNA sequencing of multiple myeloma pateints

description: single cell RNA sequencing of five relapsed/refractory multiple myeloma pateints
DOI: 10.6084/m9.figshare.29166674.v1
title: test

description: 12345678
DOI: 10.6084/m9.figshare.3856146.v1
title: Arachnida: 14,799 baits targeting 1,120 conserved loci (Arachnida-UCE-1.1K-v1.fasta)

description: A target enrichment probe set designed from 1,120 UCE loci identified among arachnids. This is a ZIP archive of a FASTA file that is ready for submission of the probe set for synthesis.
DOI: 10.17632/s5hx9n2jc3
title: Multi-Weather Pothole Detection (MWPD)

description: The Multi-Weather-Based Pothole Detection Dataset is a comprehensive collection of images designed to aid in developing and evaluating deep learning models for detecting road surface anomalies, particularly potholes, under diverse environmental conditions. Images captured under normal weather, and rainy conditions include variations in lighting, such as daytime, twilight, and nighttime settings. We tried to add high-quality images to ensure the clarity of road surface details. It facilitates the detection of small and partially obscured potholes. In the dataset, potholes are precisely annotated with bounding boxes. This dataset is meticulously curated to reflect weather scenarios, ensuring robust and adaptable pothole detection systems.
DOI: 10.6084/m9.figshare.24847698.v1
title: Tree_mortality_sites_Sourcedata_Fig1.csv

description: 1,303 georeferenced tree mortality sites (https://www.iufro.org/science/task-forces/tree-mortality-patterns)
DOI: 10.6084/m9.figshare.6988997.v4
title: RadISpeC program code (.m files and GUI for Matlab IDE)

description: Radiation: Interface for Matlab Spectroscopy Calculations (RadISpeC) is a program that use HITRAN/HITEMP data to generate Line-by-Line (LBL) spectra at a wanted spectral resolution and environment. These data can be used with Discrete Transfer Methods (DTM), Ray Tracing (RT) etc. solvers to estimate high precision radiation in heated flow problems. It was created as a part of the article "Experimental and theoretical evaluation of spectral radiative transfer in high-pressure flames" by Westly et. al. from 2019 (under review by Journal atm). This article also show how well the program is at simulating heated gas flows for CO2, H2O and CO compared to experimental results. The program contain all setups that was used for the article to use free of charge, as long as the program and article is cited. All functions have descriptions that explain how to use them and contain call methods. If a more detailed description of theory is wanted, check the RadISpeC documentation PDF inside the RadISpeC folder. This PDF also contain the same information as the function descriptions. The program work fully with the Matlab IDE for 2017b. (Checked with 2019b and updated)<br> If the user want to use the created GUI, the Matlab version has to be 2017b or newer. This lies in the function UIFigure that is used, which after an update from 2017a to 2017b made it uncompatible with older Matlab versions. It is possible to request an ".exe" with a standalone version of the program that use the GUI by contacting Anders Ivarsson from DTU MEK <br>
DOI: 10.17632/2bygjnttj5
title: CATENA Manuscript Research Data

description: Research data of an early warning model for desiccation
DOI: 10.17632/cy4vspgn53
title: Defining and Implementing Algorithm Registers: An Organizational Perspective - Technical Report

description: Technical report accompanying the paper: Van Vliet, M., Schuitemaker, N., España, S., van de Weerd, I., Brinkkemper, S.: Defining and Implementing Algorithm Registers: An Organizational Perspective.
DOI: 10.17632/dby7kdtzk8
title: Cutaneous Epstein-Barr Virus-Positive Diffuse Large B-cell Lymphoma, not otherwise specified: A systematic review and comparative analysis with Epstein-Barr Virus-negative, leg type

description: Supplement 1. PRISMA flow diagram of literature search and study selection. EBV+ DLBCL, NOS, Epstein-Barr Virus-positive diffuse large B-cell lymphoma, not otherwise specified; PRISMA, Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Supplement 2. Histopathological features of cutaneous Epstein-Barr Virus-positive diffuse large B-cell lymphoma, not otherwise specified. (A) Pleomorphic atypical large cells in a background rich in reactive cells such as lymphohistiocytes and plasma cells (hematoxylin and eosin, x200). (B) Monotonous sheets of immunoblast-like large cells (hematoxylin and eosin, x200). Atypical large lymphoid cells of cutaneous Epstein-Barr Virus-positive diffuse large B-cell lymphoma, not otherwise specified highlighted by (C) MUM-1 (x200), (D) BCL-2 (x200), and (E) CD30 (x200); Epstein-Barr Virus infection detected by (F) positive Epstein-Barr encoding region in situ hybridization (x200). Supplement 3. Survival analysis of cutaneous Epstein-Barr Virus-positive diffuse large B-cell lymphoma, not otherwise specified (EBV+ DLBCL, NOS). (A) Difference in overall survival between primary cutaneous EBV+ DLBCL, NOS and primary cutaneous Epstein-Barr Virus-negative diffuse large B-cell lymphoma, leg type (EBV- DLBCL, leg type). (B) Comparison in survival between primary cutaneous EBV+ DLBCL, NOS and concurrent cutaneous and extracutaneous EBV+ DLBCL, NOS.
DOI: 10.17632/f65r8nvjmv
title: DVR3D: programs for fully pointwise calculation of vibrational spectra

description: Abstract DVR3D calculates rotationless (J=0) vibrational energy levels and wavefunctions for triatomic systems using scattering (Jacobi) coordinates, or optionally unsymmetrised Radau coordinates, for a given potential energy surface. The program uses a discrete variable representation (DVR) based on Gauss-Legendre and Gauss-Laguerre quadrature for all 3 internal coordinates and thus yields a fully pointwise representation of the wavefunctions. Successive diagonalisation and truncation is implemented ... Title of program: DIPJ0DVR Catalogue Id: ACNF_v1_0 Nature of problem DIPJ0DVR calculates the vibrational band intensities between eigenstates calculated using the DVR method. Versions of this program held in the CPC repository in Mendeley Data acnf_v1_0; DIPJ0DVR; 10.1016/0010-4655(93)90050-M This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/fb4697x84x
title: Data for: Gully-erosion estimation and terrain reconstruction using analyses of microtopographic roughness

description: The files in this folder are: Brecheisen_SvFRD_CCZO.R
DOI: 10.17632/sr4rttnk3v
title: LINF_170022200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.1019859_d7
title: Table1_screening information.xls

description: Cell line information file.