cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/623sshkdrz.5
title: Benign and malicious domains based on DNS logs

description: The dataset is meant for supervised machine learning based analysis of malicious and non-malicious domain names. The dataset was created from scratch, using publicly DNS logs of both malicious and non-malicious domain names. Using the domain name as input, 34 features were obtained. Features like the domain name, entropy, number of strange characters and domain name length were obtained directly from the domain name. Other features like, domains name creation date, IP, open ports, geolocation were obtained from data enrichment processes (e.g. OSINT). This dataset consists of data from 90000 domains names and it is balanced between 50% non-malicious and 50% of malicious domain names.
DOI: 10.17632/8zchvckp4h.4
title: Modified low field NMR method for in-depth pore space analysis and Fe-containing minerals influence mitigation in tight siliciclastic and extrusive rocks

description: Precise evaluation of rock filtration and capacity properties is challenging, particularly in unconventional reservoir formations containing para- and ferromagnetic minerals. This data set contains T2 relaxation time data of two different Low-Field Nuclear Magnetic resonance (LF-NMR) approaches, standard and modified differential, along with the Mercury Injection Capillary Pressure (MICP) and X-Ray Diffraction (XRD) data. The modified differential approach employs the subtraction of the dried sample signal from the signal of the 100 % water-saturated sample before taking the Laplace transform, giving a differential distribution devoid of the unwanted signals from rock matrix, closed porosity and clay-bound water. This method skips the background subtraction step characteristic of the standard approach, achieving a higher Signal-to-noise ratio. In the proposed PSD conversion workflow based on the percolation theory, a power function relationship between differential LF-NMR T2 relaxation time and MICP pore-throat diameter can be established, enabling the determination of LF-NMR absolute pore size distribution and pseudo capillary pressure (Pc) curves for samples with Fe-containing minerals.
DOI: 10.17632/g5d274b9pb.1
title: Dataset for 'Region-specific nutritious, environmentally friendly, and affordable diets in India'

description: This dataset provides the data for the manuscript titled 'Region-specific nutritious, environmentally friendly, and affordable diets in India'. Following Tables S1-S6 are provided: Table S1. Ratio of current daily per capita nutrient intake and its recommended daily allowance (RDA) for each state. A ratio higher than one indicates that nutrient intake is sufficient and below one indicates nutrient deficiency. For optimized diet, all ratios are equal to or above one and hence not shown. Table S2. Environmental footprints of daily per capita curent (obs) and optimized (opt) diets of each state (both urban and rural areas). Footprints exceeding daily per capita planetary boundaries are marked in red. Table S3. Required changes in the intake of food items to achieve sustainable diet in each state. Difference between optimum and current intake amounts (in grams per capita per day) are shown for each of the 111 food items. PDS is public distribution system under which an item (rice, wheat, sugar) is sold by government at subsidized rates to poor. Required intake changes in 19 broad food groups are also shown. Table S4. Values of dietary sustainability metrics per state for current (obs) and optimized (opt) diets. The metrics are mean nutrient deficiency (MND, Eq. 2), mean environmental ratio (MER, Eq. 3), % expenditure on food (PEF, Eq. 4) and % departure from current diets (Eq. 5). See equations 2-5 in Experimental procedure section in the main text for details and Figure 1 for visual representation. Table S5. To aid the readers in making inferences from results presented in Figure 3 and Figure S5, we have now added Supplementary Table S5 showing in which quadrant does each of the food item lie for each nutrient-environment domain combination through a color code. For example, the first quadrant food items (which are low on price and environmental footprint) are coded green. The second quadrant food items (low in price but high in environmental footprint) are coded in yellow. The fourth quadrant food items (high in price but low in environmental footprint) are coded in orange. Finally, the third quadrant food items (high in price and high in environmental footprint) are coded in red. This way the reader can easily identify how sustainable is each food item for a particular nutrient-environmental domain combination. Table S6. Yield gaps (in %) of 25 Indian crops gathered from different sources. Filling these gaps would ensure the current cropland extent in India (~1.6 million km2) is enough to feed all citizens with the sustainable diet identified in this study.
DOI: 10.17632/w4dd4fvphr.1
title: Jurnal Ilmiah Kesehatan Sandi Husada Voume 11 Nomor 1  Tahun 2022

description: Jurnal Ilmiah Kesehatan Sandi Husada Voume 11 Nomor 1  Tahun 2022

Terbit Pada Bulan Juni 2022
DOI: 10.17632/mpgvj85rzf.1
title: Patients with PSOriasis and Suppurative Hidradenitis (PSOSH) share genetic risk factors and are at risk of increased morbidity - Supplementary Material

description: Patients with PSOriasis and Suppurative Hidradenitis (PSOSH) share genetic risk factors and are at risk of increased morbidity. 

Antonia Wiala, MD1, Kareem G Elhage, BA2, Albert T. Young, MD, MAS3, Mark Gregory, MS3, Indra Adrianto, PhD3-7, Li Zhou, MD, MS4-7, Qing-Sheng Mi, MD, PhD4-7, Sugandh Kumar, PhD2, Faye Orcales, BS2, Samuel Yeroushalmi, MD2, Kathryn Haran, BS2, Haley B. Naik 2, Wilson Liao, MD2, Christian Posch MD, PhD1,8-10*
1 Clinic Landstrasse, Department of Dermatology, 1030 Vienna, Austria
2 Department of Dermatology, University of California, San Francisco, CA, USA 
3 Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA.
4 Center for Cutaneous Biology and Immunology Research, Department of Dermatology, Henry Ford Health, Detroit, MI, USA.
5 Henry Ford Health + Michigan State University Health Sciences, East Lansing, MI 48824, USA.
6 Immunology Research Program, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI, USA.
7 Department of Medicine, College of Human Medicine, Michigan State University, East Lansing, MI, USA. 
8 School of Medicine, Sigmund Freud University; 1020 Vienna, Austria
9 Clinic Hietzing, Department of Dermatology, 1130 Vienna, Austria 
10 Department of Dermatology and Allergy, School of Medicine, German Cancer Consortium (DKTK), Technical University of Munich, Munich, Germany

Supplemental information
Supplemental Material and Methods

Supplemental Figures
Supplemental Fig. 1 HLA-C*06:02 frequency for healthy, HS-only, PSO-only and PsoSH patients

Supplemental Tables
Supplemental Table 1. Excel Data Sheet, see supplemental Materials and Methods
Supplemental Table 2. Excel Data Sheet, see supplemental Materials and Methods
Supplemental Table 3. Demographics of the All of Us Cohort comparing patients with Hidradenitis suppurativa (HS) only, Psoriasis only and a diagnosis of both HS and psoriasis.
Supplemental Table 4. Multivariate regression analysis of PSO-HS status (versus HS or Pso alone) with comorbidity and quality of life outcomes
Supplemental Table 5. Analyzing patients with high PSO-PRS to patients (upper 50%) compared to those with low PSO-PRS (lower 50%) revealed significant differences regarding disease onset of psoriasis, TNF-alpha response rates and BMI.
DOI: 10.17632/vndpn2wsf9.1
title: 4lang: Open Access Dataset for Cross-Lingual Plagiarism Detection

description: A dataset for cross-lingual plagiarism evaluation. 

4collection.zip: a subset of Wikipedia articles on 4 languages (ru, hy, es, en).

4query.zip: wikipedia documents in each of the four languages with translated sentences with Google Translate API from collection. The archieve contains text documents and XML-markup for them.

For the markup description and evaluation see http://pan.webis.de/clef13/pan13-web/plagiarism-detection.html
DOI: 10.17632/52fz9ypw2v.1
title: Carbon emissions, emission rights, and climate debts (1990-2021)

description: Data estimating carbon emissions, emission rights, and climate debts for the countries with the 25 greatest populations or economies (1990-2021).
DOI: 10.17632/w44srcbncg.1
title: Data for: Speciation of Arsenic and Antimony in Basaltic Magmas: Implications for Mineral/Melt/Fluid Partitioning

description: This dataset includes the processed electron microprobe and LA-ICP-MS datapoints for the manuscript "Speciation of Arsenic and Antimony in Basaltic Magmas: Implications for Mineral/Melt/Fluid Partitioning". This database also includes the raw spectral x-ray absorption files obtained at the Canadian Light Source, and advanced Photon Source.
DOI: 10.17632/fk6rys63h9.1
title: Image dataset for a CNN algorithm development to detect coronary atherosclerosis in coronary CT angiography

description: Coronary artery image sets for 500 patients. Each image represents a Mosaic Projection View (MPV) which consists of 18 different views of a straightened coronary artery stacked vertically. Training-Validation-Test image sets are sub-divided per patient with 3/1/1 ratio (300/100/100), each with 50% normal and 50% diseased cases. Artery images derived from the 300 training cases were augmented 6-fold to create 2,364 (i.e., 394 x 6) images in order to strengthen modeling and dataset balance. However, augmentation was not performed on the: 1. normal component of the training dataset (2,304 images); 2. entire validation dataset; or 3. entire testing dataset. In the validation dataset, only one artery was randomly selected per normal case (50 images) and diseased case (50 images) for balance maintenance.
DOI: 10.17632/2dn3hpbm5m.1
title: StresSense: Dataset for Stress and Boredom-Displaying Activities

description: This dataset is about the stress and boredom-displaying activities. These activities are collected using smartphone device at the wrist position to demonstrate the applicability of wearable devices in the detection of certain behaviors.
DOI: 10.17632/gtyfsryffj.1
title: FOXA1 regulates alternative splicing in prostate cancer

description: Uncropped Western Blot images for panels used in the main manuscript and supplementary figures.
Colony assay plate images.
Gel based splicing PCRs for detection of FLNA plasmid over-expression.
QIAXcel reports for splicing assays used in the manuscript.
Cropping is indicated by red boxes/circles.

Differential splicing results in VCaP and PC3 RNAseq data upon siFOXA1.

Original code related to the publication.
DOI: 10.17632/c582pmpbn5.1
title: Challenges faced by teachers in teaching History and Geography in secondary schools - Dataset from Vietnam

description: Challenges faced by teachers in teaching History and Geography in secondary schools - Dataset from Vietnam
DOI: 10.17632/gm7695cvbs.1
title: Data for: Cultural diversity and economic growth: Evidence from the US during the age of mass migration

description: Abstract of associated article: We exploit the large inflow of immigrants to the US during the 1870–1920 period to examine the effects that within-county changes in the cultural composition of the US population had on output growth. We construct measures of fractionalization and polarization to distinguish between the different effects of cultural diversity. Our main finding is that increases in cultural fractionalization significantly increased output, while increases in cultural polarization significantly decreased output. We address the issue of identifying the causal effects of cultural diversity by using the supply-push component of immigrant inflows as an instrumental variable.
DOI: 10.17632/yx8stwbjhr.1
title: Data for: Minority Stress, Social Integration, and the Mental Health Needs of LGBTQ Asylum Seekers in North America

description: Data set includes de-indentified results of a survey of 308 LGBTQ asylum seekers in North America. Results include demographics, scores on the RHS-15 Refugee Health Screener, LGBTQ community connection, sources of social support, identity disclosure and acceptance, as well as preferences regarding social and mental health interventions. Analysis includes determinants of a positive screening for mental distress on the RHS-15 based on logistic regression.
DOI: 10.17632/24n5dk39t4.2
title: Neonatal EEG Analysis Toolbox (NEAT) Code and Data

description: Many qualitative and quantitative metrics have been developed to analyze the output of limited-channel EEG recordings in neonates. A significant roadblock in the widespread dissemination of these techniques is the device-specific, “black-box” nature of the analytic algorithms, preventing comparison between studies and the obsolescence of old recordings as software is abandoned. We have developed NEAT (Neonatal EEG Analysis Toolbox) as an open-source software platform to overcome these challenges. NEAT runs within MATLAB or GNU Octave and is designed to work with any single-channel EEG input, regardless of source or sampling rate. The experimental GUI is only compatible with MATLAB. This package includes source code for MATLAB and GNU Octave and a sample recording file for testing purposes. System Requirements: MATLAB r2016a or later with the Signal Processing Toolbox or GNU Octave version 4.4.1 or later with the 'signal' package Release Notes: Release 2 - 7/16/2020 -Added GNU Octave variation of aEEG and SEF tools -Changed bandpass filter in SEF algorithm from Butterworth to FIR design for better GNU Octave compatibility Release 1 - 06/21/2017 -Includes two command-line MATLAB functions to generate aEEG signal and calculate spectral edge frequency -Includes experimental GUI, allowing for linked navigation of raw/aEEG signals
DOI: 10.17632/bvvpwb9b85.1
title: BD-Engg-MDD-Predictors

description: The dataset on 803 engineering students from 14 universities of Bangladesh provides a comprehensive insight into various aspects of their lives, encompassing demographic information, lifestyle choices, social media habits, educational concerns, family dynamics, personal relationships, past experiences, and mental health (Major Depressive Disorder) indicators. Here is a breakdown of the key variables:
Demographic Information: 
Age, Gender, Department, Relationship/Marital status, Area of living, Socio-economic status (family), Current living arrangement, Year of study
Lifestyle: 
Religious practices, Exercise habits, Sleep-related issues, Satisfaction with sleep quality, Smoking habits, Drinking (alcohol) habits
Social Media Addiction: 
Eagerness to use social media, Morning routine involving social media, Productivity impact due to social media, Quest for internet connectivity for social media, Purposeless use of social media, Late-night social media activity
Educational Issue: 
Lack of concentration during classes, Worries about academic performance, Concerns about job prospects after graduation, Preoccupation with future after university life, Lack of self-confidence
Family Issue: 
Parental misunderstandings, Belonging to a broken family, Relationship status with family members, Sharing feelings of depression with family
Personal Relationship: 
Current status of the romantic relationship, Relationship-induced stress, Relief when partner isn't around Diminished joy in favorite activities due to the relationship, Consideration of breaking up for mental health preservation
Past Experience: 
History of mental disorder diagnosis, Previous consultation with therapists/psychologists, Childhood problems (abuse, early loss of parent), Past experiences of bullying
Major Depressive Disorder: 
The dataset concludes with a series of questions (following PHQ-9) related to the diagnostic criteria for Major Depressive Disorder, encompassing feelings of sadness, loss of interest, sleep disturbances, fatigue, changes in appetite, negative self-perception, concentration issues, psychomotor changes, and suicidal thoughts.

Overall, this dataset provides a holistic understanding of the students' lives, shedding light on both everyday aspects and potential mental health challenges. Researchers and analysts can use this information to explore correlations, patterns, and potential intervention strategies in the context of engineering students in Bangladesh.
DOI: 10.17632/2xzwppwxrw.3
title: Double-Double Laminate Finder

description: This dataset is supplementary material for the following paper:
Peyman Shabani, Lucy Li, and Jeremy Laliberte. "Low-velocity impact (LVI) and compression after impact (CAI) of Double-Double composite laminates." Composite Structures (2024): 118615. 
https://doi.org/10.1016/j.compstruct.2024.118615

The Double-Double Laminate Finder is a computer tool developed based on Classical Lamination Theory (CLT) to find Double-Double (DD) composite layups that are equivalent in in-plane stiffness [A] or flexural stiffness [D] to conventional quadriaxial (QUAD) layups. This tool can also be used to evaluate material homogenization conditions, determine the optimal DD stacking sequence for homogenization, and indicate the QUAD and DD layups in the in-plane and flexural design range plots.

The code is written in Python and runs on computers using the Windows operating system.

Link to GitHub repository of this tool: 
https://github.com/Lich-NRC/DoubleDoubleCompDesign
DOI: 10.17632/x3vhp8t6hg.7
title: Vibration and Motor Current Dataset of Rolling Element Bearing Under Varying Speed Conditions for Fault Diagnosis: Subset2

description: This dataset discloses vibration and motor current data for bearing faults under varying speed conditions from 680 RPM to 2460 RPM. The bearing conditions include healthy bearing, bearings with inner race faults, and bearings with outer race faults. For each faulty bearing condition, the three-phase induction motor is operated under randomly varying speed conditions. 
Important: Datasets are divided into three parts because of storage limitations (Subset1, Subset2, and Subset3). 


---- Description of vibration file format ----
Vibration data file contains five columns namely ‘Time Stamp’, ‘x_direction_housing_A’, ‘y_direction_housing_A’, ‘x_direction_housing_B’, and ‘y_direction_housing_B’. The unit of the vibration is ‘gravitational constant (g)’. 
vibration_aaaa_bbbb.csv : This file is "bbbb"-th vibration data includes rotating speed data of the condition of "aaaa".

---- Description of motor current file format ----
Motor current data file contains five columns namely ‘Time Stamp’, ‘R_phase’, ‘S_phase’, and ‘T_phase’. The unit of the motor current is ‘Ampare (A)’.

current_aaaa_bbbb.csv : This file is "bbbb"-th motor current data includes rotating speed data of the condition of "aaaa".

---- Description of rotating speed file format ----
Rotating speed data file contains two columns namely ‘Time Stamp’, and ‘speed’. The unit of the acoustic is revolutions per minute (RPM)’.
rpm_aaaa_bbbb.csv : This file is "bbbb"-th speed data includes rotating speed data of the condition of "aaaa".


For more detailed information, check our published paper.
Title: Vibration, Acoustic, Temperature, and Motor Current Dataset of Rotating Machine Under Varying Operating Conditions for Fault Diagnosis
Link: https://www.sciencedirect.com/journal/data-in-brief
DOI: 10.17632/kt25vc4mrv.1
title: Data for: The effect of the Internet on economic Growth: Counter-evidence from cross-country panel data.

description: Data used in Maurseth, P. B. "The effects of the Internet on economic Growth: Counter-evidence from cross-country panel data"
DOI: 10.17632/45v8xcb5mp.2
title: Local and global changes in cell density induce reorganisation of 3D packing in a proliferating epithelium.

description: In this repository, it is published all the data used across the "Local and global changes in cell density induce reorganisation of 3D packing in a proliferating epithelium" article.

The necessary code to reproduce this study is available at: https://github.com/ComplexOrganizationOfLivingMatter/seaStarProcessingSegmentation/releases/tag/scutoidsProliferation2024
DOI: 10.17632/n2zgptvtn2.1
title: Dataset

description: The data provide insight into the current knowledge on the influence on the effect of heat treatments processes on the microstructures and mechanical properties of metals and metal alloys.
DOI: 10.15468/dl.76mkmy
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea mariana (Mill.) Britton et al.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 2111 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009171-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7j43z6n22z.1
title: A survey of current practices in data search services

description: Relevancy ranking is an important component of making a data repository's search system responsive to data seekers’ needs. The Research Data Alliance (RDA) Data Discovery Paradigms Interest Group (https://www.rd-alliance.org/groups/data-discovery-paradigms-ig) is a collaborative activity within our data community which aims to improve data searchability. This survey is intended to gather information about the current practices and lessons learnt by data repositories in implementing relevancy ranking in search systems. We expect that analysis of the survey results will: * Help data repositories choose appropriate technologies when implementing or improving their search functionality; * Provide a means for sharing experiences in improving relevancy ranking; * Capture the aspirations, successes and challenges encountered from research data repository managers; * Help the Data Discovery Paradigms Interest group align future activities on data search improvement with the interests of data search service providers. For the above the purpose, we designed a survey instrument to answer the following topics (the numbers in brackets indicate the number of questions asked per topic): * What are characteristics of each repositories (5)? * What are system configurations (e.g., ranking model, index methods, query methods) (7)? * Evaluation methods and benchmark (10) ** What has been evaluated? ** What evaluation methods have been applied? ** How was the evaluation collection built? ** What is approximate performance range of search systems with certain configuration? * What methods have been used to boost searchability to web search engines (e.g., Google, Bing) (2) * What other technologies or system configurations have been employed (5)? * Wish list for future activities for the RDA relevance task force (2)? This collection consists of survey instrument, survey responses and survey report.