cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6fp2ytmmhr
title: Dissolution and capillary trapping CO$_{2}$ in heterogeneous storage reservoirs dataset

description: CO2 sequestration in deep saline storage reservoir has been modeled using a finite element heat and mass transfer solver (FEHM). We solved two-phase flow and solute transport equations to simulate the dissolution and local capillary trapping in heterogeneous reservoirs with permeability and capillary entry pressure heterogeneities. In this dataset, we have provided some samples of input files and output files. The names of the files are self-explanatory. There are two parts to this dataset. In the Input_files folder, permeability (k) and permeability-capillary entry pressure (k_pc0) input files for given. In the Output_files permeability (k) and permeability-capillary entry pressure (k_pc0) output files for variance 0.1, 0.3, 1 and 3, and correlation lengths 2 m, 5 m and 10 m at time 20 years (end of the injection period) are given.
DOI: 10.17632/9nprb674b5
title: Raw dataset for optimization of bio-oil production from microwave co-pyrolysis of food waste and low-density polyethylene

description: The dataset represents the images of collected food waste for 7-days from a residential area. The collected food waste was characterized, and based on its properties, simulated food waste was prepared to optimize the operating conditions to generate a high yield of bio-oil from microwave co-pyrolysis of food waste and low-density polyethylene. Thermogravimetric analysis of feedstock under optimized conditions was done. Effect of low-density polyethylene and microwave susceptor addition on temperature of feedstock, bio-oil yield and total acid number (TAN)  were evaluated with heating rate and single-factor ANOVA, respectively.
DOI: 10.17632/9wh7gvzxmj
title: Supplementary material for Interferon-α biological activity is associated with disease activity and risk of flare in cutaneous lupus erythematosus: a monocentric study of 184 patients.

description: Supplementary Tables 1-2 and supplementary Figures 1-6
DOI: 10.17632/cvcc4g9c2h
title: Data Analysis SEM-PLS Critical Thinking, Collaborative Skill on Learning Outcomes (Cognitive, Phsycomotor, Affective)

description: This data is the result of processing critical thinking instruments, collaborative skills on learning outcomes in the cognitive, psychomotor, and affective domains.
DOI: 10.17632/tttwv52w4j
title: Safety of dermatologic medications in pregnancy and lactation: An Update - Part I: Pregnancy

description: Supplemental Table 1: International Grading Classifications for Pregnancy and Lactation
DOI: 10.17632/j8z5cfcn33
title: Predictive Structural Risk Evaluation Through Crack Imaging and Environmental Condition Metrics

description: This dataset contains annotated images of structural cracks in real-world buildings, captured under various environmental conditions. Each image is paired with detailed metadata including crack type (vertical/horizontal), dimensions (length, width, depth), structure type (wall, column, pillar), material type, age of the structure, humidity, moisture level, temperature, crack location, load-bearing status, and environmental context (urban/rural). The images were collected from diverse residential and commercial structures using standard smartphone cameras, and all measurements were manually recorded using digital tools.
DOI: 10.17632/wj56knmnrg
title: CCDEF - A simplified coupled-channel code for fusion cross sections including static nuclear deformations

description: Abstract Cross sections for heavy-ion fusion and the corresponding spin-distributions for the compound nuclei can be strongly affected by the presence of static deformations, as well as by couplings to collective vibrations and other reaction channels. Fusion cross sections and spin distributions for deformed, interacting nuclei are constructed in the sudden limit by averaging the coupled-channel results over all relative orientations of the nuclear shapes. Title of program: CCDEF Catalogue Id: ABFM_v1_0 Nature of problem Cross sections for heavy-ion fusion and the corresponding spin- distributions for the compound nuclei can be strongly affected by the presence of static deformations, as well as by couplings to collective vibrations and other reaction channels. Versions of this program held in the CPC repository in Mendeley Data ABFM_v1_0; CCDEF; 10.1016/0010-4655(89)90100-8 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.11539197.v1
title: Stroke effort and relative lung volume influence heart rate in diving sea lions

description: This dataset is associated with a manuscript submitted to Journal of Experimental Biology investigating factors that influence the diving heart rate of wild California sea lions. There are 3 files. The first file includes the definitions of the spreading headers (CSL_JEB2020_HeaderDefinitions.xlsx). The second file has the heart rate, activity and dive summary data for all dives analyzed (CSL_Dive_HeartRateActivity_JEB2020.csv). The third file has the heart rate, activity and dive summary data for the dive data in 10-s intervals (CSL_Interval_HeartRateActivity_JEB2020.csv).
DOI: 10.6084/m9.figshare.16826071.v1
title: testing.datasets.2k.rds

description: Collection of four sampled scRNA-seq datasets derived from blood an tumor samples, used for testing purposes on scGate tool (Hao et. al 2021, Zilionis et. al. 2019, Jerby-Arnon 2018, Yost et. al. 2019). All datasets were sampled with 2000 randomly selected cells.
DOI: 10.17632/9rj6h3p5zp
title: A Qualitative Study on Understanding Parental Perspectives on Physiotherapy for Children with Down Syndrome

description: Background: Down syndrome is one of the most common genetic conditions associated with intellectual and developmental disabilities, often necessitating ongoing care and therapeutic support. Parents and caregivers are central to addressing the social, emotional, and physical challenges involved in raising a child with Down syndrome. This study aimed to explore the expectations and lived experiences of 13 parents of children aged 3 to 17 years with Down syndrome, from recognized special schools. An inductive thematic analysis was carried out using verbatim transcripts of the audio recordings. To enhance the study’s trustworthiness, aspects such as credibility, transferability, dependability, and confirmability were emphasized. Overall, parents reported improvements in their children's motor function following physiotherapy. However, they faced challenges in initiating and continuing therapy.
DOI: 10.17632/g4tjf7pvkc
title: ASI mechanism research

description: Data from the first session of the research, from 3 weeks follow-up and from the second session.
DOI: 10.17632/nnyv8n3wdf
title: Effectiveness of Non-Invasive Intervention on Anterior Uterocervical Angle in Primary Dysmenorrhea Patients: A Randomized Controlled Trial.

description: Total n=46 in both group (n=23 in each group) samples are collected according to inclusion and exclusion criteria of study, patients are randomly allocated by lottery system with SNOSE method. Experimental group received Osteopathy visceral uterus manipulation and cranial electrotherapy stimulation with conventional treatment + home program, control group receive only conventional treatment +home program. Data was collected before and after the intervention, employing parametric and non-parametric tests, including Pair t-test, independent t-tests, Wilcoxon signed–rank test, and Mann Whitney U test. Baseline data comparison ensured unbiased participant distribution. The study utilized continuous scales for UCA and Visual Analogue Scale (VAS), and discrete scales for Depression, Anxiety, and Stress Scale (DASS21) and International Physical Activity Questionnaire (IPAQ).
DOI: 10.17632/4fx8cjprxm
title: Turnigy Graphene 5000mAh 65C Li-ion Battery Data

description: The included tests were performed at McMaster University in Hamilton, Ontario, Canada by Dr. Phillip Kollmeyer (phillip.kollmeyer@gmail.com). If this data is utilized for any purpose, it should be appropriately referenced. A new 5Ah Turnigy cell (Turnigy Graphene 5000mAh 65C cell) was tested in an 8 cu.ft. thermal chamber with a 75amp, 5 volt Digatron Firing Circuits Universal Battery Tester channel with a voltage and current accuracy of 0.1% of full scale. The test methodology and files are described in detail in the readme file. /*************************************************/ A series of tests were performed at six different temperatures, and the battery was charged after each test at 1C rate to 4.2V, 5mA cut off for charge current, at battery temperature of 25degC The tests were performed as follows: 1. Four pulse discharge HPPC test (1, 2, 5, and 10C discharge and 1, 2, 5, and 10C charge, with reduced values at lower temperatures) performed at 100, 95, 90, 80, 70..., 20, 15, 10, 5, 2.5 % SOC. ("..._HPPC.mat") 2. C/20 Discharge and Charge test. ("..._C20DisCh.mat") 3. 0.5C ("..._Dis_0p5C.mat"), 2C ("..._Dis_2C.mat"), and two 1C ("..._Cap_1C.mat") discharge tests. The first 1C discharge test is performed before the UDDS cycle, and the second is performed before the Mix3 cycle. 4. Series of four drive cycles performed, in following order: UDDS(..._UDDS.mat), HWFET(..._HWFET.mat), LA92 (..._LA92.mat), US06 (..._US06.mat). 5. A series of eight drive cycles (mix 1-8) (..._Mixed#.mat) consist of random mix of UDDS, HWFET, LA92, US06. The drive cycle power profile is calculated for a single Turnigy cell in a compact electric vehicle. 6. The previous tests are repeated for ambient temperatures of 40degC, 25degC, 10degC, 0degC, -10degC, and -20degC, in that order. For tests with ambient temperature below 10degC, a reduced regen current limit is set to prevent premature aging of the cells. The drive cycle power profiles are repeated until 95% of the 1C discharge capacity at the respective temperature has been discharged from the cell 7. A series of 16 charges (charge 1-16) (..._Charge##.mat) store the cell charging before and after every drive cycle starting with an inital top up before doing the Cap_1C test
DOI: 10.17632/bmxm4vvxdp
title: High Resolution Melting profiles of 364 genotypes of Salvia rosmarinus in 16 microsatellite loci

description: Normalized High resolution melting profiles of 16 microsatellite loci in 364 rosemary genotypes.
DOI: 10.17632/fm5vwks592
title: Data and code for Fourier Transform Temporal Diffusion Spectroscopy

description: This data set contains raw data from a Bruker micro-MRI system running ParaVision360.3.3 software (data), the measurement method code for this system (method), and matlab code used to generate plots for the figures 3 and 4 of the paper (matlab). The latter includes the reconstruction of images and calculation of FTDS spectra for selected image regions and for all pixels, respectively.
DOI: 10.17632/k4pd47db5s
title: Urdu Sarcastic Tweets Dataset

description: This dataset is part of the research "Towards Computational Sarcastic Tweets identification: An open-Source Dataset and Developmental Framework"

It contains 19955 rows and columns (features), namely "urdu_tweets" and "is_sarcastic' (labels with 0 and 1, where 1 denotes a sarcastic tweet ). This dataset can be used for sentiment analysis, specifically for sarcasm detection in Urdu tweets
DOI: 10.17632/s7zh769rsc
title: Dietary Data

description: The Excel sheet 1 provides information on the frequency and the amount of food items consumed, daily intakes of macro and micronutrients, phytochemicals, dietary fibre, servings of food groups (vegetables, fruits, grains, dairy, meat/beans, dairy and fat/sugar/sweets) and health indices (glycaemic index, glycaemic load and healthy eating index). The frequency of consumption of food items is presented as the following codes; 1=never, 2=a few times per year, 3=once per month, 4=2-3 times per month, 5=once per week, 6=2 times per week, 7=3-4times per week, 8=5-6 times per week, 9=every day. To be consistent, we have converted the frequency of consumption of food items to per week. As shown in Excel sheet 1, the amount of food consumed is coded as 1, 2, 3, 4 referring to the serving sizes from small to large and M referring to missing data. Excel sheet 2 provides the codes based on the number of servings from 1-4 or missing data as “M” for each food item or a group of similar items. Excel sheet 3 provides the data dictionary for demographic and lifestyle variables, indicators of EBW, and food items provided in the excel sheet 1.
DOI: 10.6084/m9.figshare.23684169.v1
title: Supplementary Material for: A Rare Case of Direct Spontaneous Carotid-Cavernous Fistula In a 6-month-old Infant and Review of literature

description: Direct or Type A CCFs are the direct connection between the cavernous segment of the Internal carotid artery and the cavernous sinus. While most direct CCFs are caused by trauma, spontaneous direct CCFs are extremely rare in infants. We herein report a case of a 6-month-old child who came to our OPD with bulging in the right eye since 20 days after birth. On examination, there was right eye abduction limitation with no deviation, associated with proptosis. Bruit was present on auscultation. CEMRI showed an enlarged right cavernous sinus with dilatation of the superior ophthalmic vein suggestive of a carotid-cavernous fistula. The patient was referred to advance center where he was advised patch therapy to prevent amblyopia was kept under observation by neurosurgeon until the age of 3 years, after which he was scheduled to undergo trans arterial coiling.
DOI: 10.6084/m9.figshare.28143431.v1
title: Inferences in Multinomial Dynamic Mixed Logit Models

description: In this article we propose a general multinomial dynamic mixed logits model which explains how a multinomial/categorical response at a given time can be affected by (a) an individual’s categorical fixed covariates, (b) certain category prone random effects, and (c) an individual’s past multinomial responses. This model may be considered as a generalization of the (a) existing multinomial dynamic fixed models to the mixed model setup with category prone random effects; or (b) existing standard random effects based multinomial dynamic mixed models involving past binary responses to the complete multinomial dynamic (depending on past multinomial) setup, or (c) existing multinomial mixed models to the multinomial longitudinal mixed model setup. We use a conditional fixed effects based likelihood approach for estimation of the parameters. An intensive simulation study is carried out to examine the finite sample performance of the estimators under the general dynamic mixed models, as well as under various specialized models. The proposed model and estimation methodology is also illustrated with a real life longitudinal survey data on health, aging and retirement in Europe. Asymptotic properties such as consistency of the conditional fixed effects based likelihood estimators of the main fixed effects based regression parameters are studied in details. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.7751309.v1
title: New approach to investigate Common Variable Immunodeficiency Disorder using Spectrochemical analysis of blood

description: ATR-FTIR spectroscopy was used for the analysis of blood serum and blood plasma to investigate samples from patients with common variable immune deficiency. The uploaded files contain raw data (classed) and pre-processed data from the recruited cohort of patients and healthy controls. For each study subject, blood spots of both serum and plasma were produced in duplicate; 10 spectra were collected per 50 µL dried blood spot (total of 20 spectra per biofluid). The spectra files were pre-processed using the IRootLab toolbox (trevisanj.github.io/irootlab/), within MATLAB R2017a software (MathWorks). Initially, the 20 replica spectra per sample were averaged in order to work with a sample-based classification. Two pre-processing techniques were independently tested: 1) rubber-band baseline correction followed by vector normalisation and 2) by Savitzky-Golay (SG) smoothing (second-order polynomial and nine filter coefficients). Once the spectra had been pre-processed, two regions of interest were extracted from the spectra; the Fingerprint region, which covers the area between wavenumbers 1800-900 cm<sup>-1</sup>; and the High region, which covers wavenumbers 3700-2800 cm<sup>-1</sup>.<br>
DOI: 10.17632/wp7h98956m
title: Data for: Detecting Explosive Trace Dataset using CNN

description: The dataset was originally numerical dataset for Detecting Explosives by PGNAA using KNN. Due to the need to train the data for trace element detection using CNN, it was important to modify the data by converting them to 2D images. CNN performs better with images than numerical values. 
Out of 65, 000 data samples, 1000 points were used. Each data point had only two features, explosive and non-explosive.
DOI: 10.17632/dw6k9vkxzh
title: Data for: Dataset on the scale validation of Islamic Piety

description: Data set on the scale validation of Islamic piety
DOI: 10.17632/jppdw94y4f
title: Raw data on the deformation of low carbon steel and tungsten steel

description: This data set includes 16 raw data of triaxial compression deformation experiment of low carbon steel and tungsten steel (one types of tungsten alloys) under temperatures of 25-900 °C, pressures of ~100-300 MPa, and strain rates of 10-6-10-3 s-1 in a Paterson gas-medium deformation apparatus.
DOI: 10.6084/m9.figshare.26213639.v3
title: <b>XXXtest</b>

description: Dataset for Test
DOI: 10.17632/2nnxg4w39s
title: de Paz et al., 2023. Effects of Traditional Orchard Abandonment and Landscape Context on the Beneficial Arthropod Community in a Mediterranean Agroecosystem. Insects 14(3), 277

description: Full data from our manuscript "Effects of Traditional Orchard Abandonment and Landscape Context on the Beneficial Arthropod Community in a Mediterranean Agroecosystem" recently published in Insects https://doi.org/10.3390/insects14030277.
DOI: 10.17632/8jpzxzzmmr
title: Dataset on Determinants of Human Resource Analytics Adoption and Operational Performance in Malaysia

description: This dataset contains information collected from 154 Malaysian firms between July 2024 and October 2024, specifically targeting organizations that have adopted Human Resource (HR) Analytics.

The unit of analysis is at the firm level, with one response per firm. The dataset aims to investigate the key facilitators and inhibitors of HR analytics adoption, and how adoption influences talent management practices and operational performance.

Key Variables:
1. Facilitators of HR Analytics Adoption
1.1 Compatibility
1.2 Top Management Support
1.3 Competitive Pressure
2. Inhibitors of HR Analytics Adoption
2.1Complexity
2.2 Perceived Cost
2.3 Perceived Risk
3. HR Analytics Adoption Level
4. Talent Management Dimensions
4.1 Talent Acquisition
4.2 Talent Development
4.3 Talent Retention
5. Operational Performance

This dataset offers meaningful insights for academics, HR professionals, and business leaders interested in understanding the organizational factors influencing HR analytics adoption and its strategic impact on talent and performance outcomes in the Malaysian context.
DOI: 10.17632/fpmk9zmjmm
title: Crane Gesture Detector

description: Project Objectives In the field of construction there are some operators called crane helpers which indicate to the crane operator through some hand signals what he has to do and of course there are some other operators that work on other activities But they have to be aware about the crane activities so they constantly must see the signals performed by the crane helpers. And all these activities represent an imminent risk and not only for the crane operator but also for the people close to him The main point of our project is create an application based on activity recognition through smartphone sensors to detect the signal performed by a human operator or a crane helper through a machine learning algorithm. Sensors used: Two cell phones are used, of which the accelerometer and the gyroscope are used. Location of the sensors: The sensors are located in the hands and one at the height of the bicep Collection mechanism: For the collection of the data, five series were made, in each of the series 6 signals were made defined for the experiment, for the exercise 5 people were used.
DOI: 10.17632/8ym35td9ft
title: ActionDataset

description: Action Dataset


Prepared by:
Haoran Xu (haoran.x@gmail.com)
Desimone Lab, McGovern Institute for Brain Research, MIT

If you use this dataset, please cite:

Rajimehr R., Xu H., Farahani A., Kornblith S., Duncan J., Desimone R. Functional architecture of cerebral cortex during naturalistic movie-watching. 
bioRxiv: https://www.biorxiv.org/content/10.1101/2022.03.14.483878v1
doi: https://doi.org/10.1101/2022.03.14.483878

The dataset includes 5 action categories:

H: human action
HH: human-human interaction
HO: human-object interaction
O: object motion
OO: object-object interaction

Each category contains 10 subcategories, and each subcategory contains 6 example stimuli (300 stimuli in total). The duration of all video clips is 4.96 seconds (124 frames at a frame rate of 25 fps).

Some of the action videos were originally from the UCF101 dataset (https://www.crcv.ucf.edu/data/UCF101.php), and the remaining videos were obtained from YouTube.
DOI: 10.17632/bm2jgksh68
title: supplementary materials for GCA

description: supplementary materials for GCA
DOI: 10.6084/m9.figshare.28738190.v39
title: Syllogistic reasoning pdf v1-2-3-4.rar

description: Logic and being
DOI: 10.17632/8zy6pr47mr
title: Collection of sequences of Rhodococcus genetic parts

description: Collection of sequences of Rhodococcus genetic parts consists of the following items:
Table S1. Replicons used for Rhodococcus plasmid vector construction 
Table S2. Selectable markers used in Rhodococcus 
Table S3. Promoter regions used in Rhodococcus
Table S4. Elements for transcription termination used in Rhodococcus
Table S5. Reporter proteins used in Rhodococcus
Genetic parts are supplied with short description of their properties and references to original reports.
Detailed description of the properties will be provided in the coming soon review article.
Please, visit https://www.researchgate.net/project/Genetic-parts-for-Rhodococcus-at-your-fingertips-curated-collection-of-sequences-and-properties
for updates.
DOI: 10.17632/mdpm629scx
title: Data for: Does the CHOP Modification Improve Fistula Rate in Furlow Double-Opposing Z-Plasty?

description: subject gender, repair stage, fistula, age at repair