cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zjddtdsbjn.1
title: The epidemiology of acne vulgaris in a multi-ethnic adolescent population from Rotterdam, the Netherlands: a cross-sectional study

description: This is the supplementary material from the original research article: "The epidemiology of acne vulgaris in a multi-ethnic adolescent population from Rotterdam, the Netherlands: a cross-sectional study". We refer to the manuscript for the method and interpretation of these supplementary results.
DOI: 10.17632/rnn78wj7j9.1
title: Focal HIFU in localized prostate cancer

description: We prospectively enrolled in the study all men diagnosed with localized prostate cancer who accepted FT as an alternative of whole gland treatment (radical prostatectomy or external beam radiotherapy) or declined active surveillance protocol. Inclusion criteria were a histologically biopsy-proven PC, clinically stage ≤T2, age ≥45 years, ≥5 years of life expectancy, grading groups ≤3, and subtotal gland ablation. Exclusion criteria were non-adenocarcinoma histology, grading group ≥4, metastatic/nodal disease or extracapsular extension or seminal vesicle invasion at imaging, active rectal diseases, radio-recurrent PC, whole gland ablation, and hormonal treatment. Patients with lesions located out of the anterior-posterior distance of the device (&gt;40 mm) were also excluded because an efficient treatment could not be achieved.
DOI: 10.17632/tthhd9w8bs.1
title: FoMO, SPA, Phubbing and Being Phubbed on Friendship Satisfaction

description: Understanding the causes of individual behaviors that change with the widespread use of digital devices and their consequences for social relationships is critical to strengthening social ties and maintaining social interactions. The present study surveyed 811 university students and explored the relationships between fear of missing out (FoMO), smartphone addiction (SPA), phubbing, and friendship satisfaction (FS), while also assessing the impact of being phubbed (BP) on these dynamics.
DOI: 10.17632/9p6swzbncs.1
title: Data for: Fully Decentralized Robust Backstepping Voltage Control of Photovoltaic Systems for DC Islanded Microgrids Based on Disturbance Observer Method

description: The STM32f407 codes which can be generated with WAIJUNG toolbox in Matlab/Simulinkis included as well as Psim simulations are included.
DOI: 10.17632/4c5z833m6m.2
title: Dataset Of Central Asia vehicle number plate with Annotations

description: The Vehicle Licence Plate Dataset is an essential tool for different sectors providing important data for law enforcement, traffic management, Urban planning, etc. The ability to identify vehicles accurately and efficiently plays a vital role in ensuring public safety, optimizing transport systems and improving overall safety.

For our sets we have divided it into 5 classes. These classes include numbers in the format
Kazakhstan: Five digits and three letters. First three digits: registration number, three letters - series, last two letters - region

Kyrgyzstan: four letters and four digits. The first two letters - «KG» (early version - «KS»), the third - region code, the fourth - alternating («H», «P», «M» or «K»),

Uzbekistan: three letters and five digits. First two digits - region code, three letters - series, average three digits - registration number

Tajikistan: six digits and two letters. First four digits - registration number, two letters - series, last two digits - region code

Turkmenistan: four digits and three letters. First letter - series, four digits - registration number, Last two letters - region code

The data set includes images taken from different cameras and under different conditions. This includes different lighting conditions, different angles. We collected 500 data, which we divided into 5 classes (KZ, KG, TM, TJ, UZ).The data are presented in jpg type and size 964px width and height 964px. We also carefully annotated images and saved them in a JSON file. 

The dataset is partitioned into "Training" and "Validation" subsets, adhering to a 80:20 ratio, thereby ensuring thorough model training and effective evaluation. The purpose of our data collection is to help develop reliable license plate recognition systems capable of accurately detecting and identifying license plates from different countries and environments.
DOI: 10.17632/687vv29wsk.1
title: Survey Responses from Chinese Tourists: Mindful Consumption and Green Purchase Intention

description: Description:
This dataset contains raw survey data collected from Chinese tourists to assess the impact of mindful consumption on their green purchase intentions. The survey was conducted online across different regions in China, covering participants from various backgrounds. The data includes responses regarding mindful consumption, ethical self-identity, environmental consciousness, and health consciousness, analyzing their relationships with green purchase intention. This dataset is part of a study that explores how these factors influence tourists' green purchase intention, while also examining the mediating roles of health consciousness, ethical self-identity, and environmental consciousness.

Key Variables:
Mindful consumption (including awareness, caring, and temperance)
Green purchase intention
Ethical self-identity
Environmental consciousness
Health consciousness
This dataset provides valuable insights for researchers and industry professionals interested in sustainable tourism, consumer behavior, and environmental studies.
DOI: 10.17632/65nbxg9pr3.1
title: ABAQUS-concrete hidden defects thermal simulation

description: The ABAQUS dataset consists of 12,018 greyscale images of heat transfer analysis simulation in ABAQUS. The dataset is equally split between not cracked and cracked concrete specimens, where there is a hollow void inside the specimen to represent hidden defects. Each simulation is of varying specimen dimensions, void dimensions, and heat at rear temperature. The concrete specimen begins with an initial temperature of 0 degrees celsius, then a uniform heat flux load of magnitude 60 degrees celsius is applied to the rear surface of the specimen and video frames are captured at the front of each specimen to create this dataset.
for more details read the data description attached.
DOI: 10.15468/dl.f62ayk
title: Occurrence Download

description: A dataset containing 19985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus ponderosa Douglas ex C.Lawson",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 19985 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/38hzsd55yc.1
title: Test data for the assesment of joint day-ahad energy-reserve allocation

description: This dataset is constructed to demonstrate and evaluate the joint day-ahed trading of electrical energy and network reserves on European-type power exchanges. The corresponding optimization models and the results of the simulation are presented in the manuscript entitled "Algorithm design for European electricity market clearing with implicit procurement of control reserves". The dataset contains 3 files: 1) journal18-base_N101-N102-N103-N104_180227_coopt.dat: General market settings, bid and network parameters used in the joint allocation scenario. 2) journal18-base_N101-N102-N103-N104_180227_sep.dat: General market settings, bid and network parameters used for the energy market in the separated allocation scenario. 3) notations.pdf: Explanation of the parameter notations (in the other two files) using the concepts presented in the manuscript.
DOI: 10.17632/6pf936739y.1
title: Annual salaries of the athletes from 11 professional sports

description: The data on the annual salaries of the athletes from 11 professional sports are in 2019 or the latest. The 11 professional sports are the Women's National Basketball Association (WNBA), the English Premier League (EPL), the National Football League (NFL), the National Hockey League (NHL), the Major League Baseball (MLB), the National Basketball Association (NBA), the Professional Golfers' Association of America (PGA), the Ladies Professional Golf Association (LPGA), the Major League Soccer (MLS), the Association of Tennis Professionals (ATP), and the Women's Tennis Association (WTA).
DOI: 10.17632/wg4bpm33hj.2
title: CCAgT: Images of Cervical Cells with AgNOR Stain Technique

description: Contains 9339 images with resolution of 1600×1200 where each pixel is 0.111µmX0.111µm from 15 different slides stained with AgNOR technique, having at least one label per image. Have more than sixty-three thousand annotations. The images from patients of Gynecology and Colonoscopy Outpatient Clinic of the Polydoro Ernani de São Thiago University Hospital of the Universidade Federal de Santa Catarina (HU-UFSC). This research was approved by the UFSC Research Ethics Committee (CEPSH), protocol number 57423616.3.0000.0121. First, all patients involved were informed about the objectives of the study, and those who agreed to participate signed an informed consent form.
DOI: 10.17632/zrxmphb3c9.1
title: Chapter 12: Data Preparation for Fraud Analytics: Final Capstone: Credit Card Fraud

description: In this project, we will analyze a credit card transaction dataset and apply machine learning techniques to detect fraudulent transactions. Credit card fraud is a pervasive issue that impacts both cardholders and financial institutions. Swift detection of fraudulent transactions can mitigate financial losses and bolster customer confidence. The dataset, named "creditcardfraud.csv", is an extensive collection of credit card transactions. It contains 5,050 transactions, of which 50 are fraudulent and 5,000 are legitimate. Each transaction is characterized by 30 features (V1–V28, Amount, and Class), where V1–V28 are anonymized features derived from a PCA transformation, 'Amount' represents the transaction amount, and 'Class' indicates if the transaction is fraudulent (1) or not (0).
DOI: 10.17632/vwcy56z5jh.1
title: Data for: A systematic approach to quantitative Western blot analysis

description: Raw Image files to be opened with ImageStudio software for protein detection.
DOI: 10.17632/d573xfd9fg.6
title: GigaSSL-TCGA_embeddings-Models

description: You will find here the models needed to compute the Giga-SSL embeddings of WSIs.
You will also find the Giga-SSL embeddings of the full TCGA-FFPE WSI dataset, computed with 5 models: one using a MoCo encoder, the second using the CTransPath tile-encoder, the Phikon encoder, the GigaPath encoder or the H-Optimus-0 encoder.

To load the embeddings:

"""python
import numpy as np
dico_embeddings = np.load('./Embeddings/TCGA-gigassl_moco.npy', allow_pickle=True).item()
"""
DOI: 10.17632/ydwm6n4422.1
title: AA Severity Scale - Supplementary Information

description: Supplementary Information for Development of the Alopecia Areata Scale for Clinical Use: Results of an Academic-Industry Collaborative Effort.
DOI: 10.17632/vgdth6ytk5.1
title: A customizable and low-cost 3D-printed transwell device coupled with 3D cell culture for permeability assay

description: Abstract 

The permeability-based assay is commonly used to assess intestinal barrier function, and it relies on using a transwell insert as an essential compartment. The device consists of a semipermeable membrane that is attached at the bottom of the insert and splits the system into the apical and basolateral compartments. However, commercial inserts are standardized with different pore sizes based on the application and offer only a flat plane of two-dimensional cell culture. Herein, we present a simple, low-cost 3D-printed transwell device and a robust method to functionalize the inserts for paper-based 3D cell culture. This 3D-printed device was fabricated from a polylactic acid (PLA) filament, and a paper membrane used to support HT-29 cells for intestinal permeability assessment. A device showed good biocompatibility when culturing HT-29 cells for 48 and 72 h with 97% and 98% of cell viability, respectively. Together with fluorescent images, cells were attached directly to the microfiber networks of a Matrigel-functionalized paper, indicating that the functionalized paper is biocompatible and bioactive. Furthermore, in a more appropriate culture microenvironment, SEM analyses revealed cellular features differentiating into mucus secreting cells by the formation of microvilli on the cell surface. To demonstrate the usability of the 3D printed transwell device, intestinal permeability was assessed using both chemical and biological stimulation treatments. The permeability results employing FITC-dextran validated the association between a different level of relative fluorescence intensity unit (RFU) and the orange color of live cells by CellTrackerTM. As a result, this 3D-printed transwell device provides a straightforward and cost-effective method for manufacturing a device for customization in many laboratory settings, making it a feasible alternative to marketed transwell devices that do not allow for customization.
DOI: 10.17632/4zswfxtbvh.1
title: “生育登记取消婚姻限制”政策会影响公众的婚育观念吗？一项来自中国的在线调查

description: 本研究参考Salomon等人的一项多中心研究，结合研究目的和中国国情，自行设计《非婚生育政策调查问卷》，了解社会大众对生育登记取消结婚限制及单身女性未婚生育的认知与态度。问卷内容包括三个部分：（1）社会人口学特征：包括受访者性别、年龄、学历、出生地等20个条目。（2）对婚育的认知与看法：包括对婚姻的看法、最佳生育年龄、理想孩子数量、婚姻与生育的关系等9项条目；（3）对非婚生育的认知与看法：包括对非婚生育的了解程度（3项条目）、对非婚生育政策的态度（5项条目）、对非婚生育影响的态度（5项条目）、对单身女性选择非婚生育的态度（4项条目）。本次调查共发放1091份问卷，其86份因回答时间过短（&lt;3min）、未回答所有问题、在指令性问题中未选择正确选项等而被视为无效问卷，共收集有效问卷1005份，有效应答率为92.12%。
DOI: 10.17632/mz7bfjrdxn.1
title: Data for: A modified formula of thermal focal length for lamp pumping Cr,Er:YSGG crystal with high performance 2.79 μm laser
DOI: 10.17632/dm6y3njwwn.1
title: Dataset of Customer Review or Influencer Endorsement: which one influences purchase intention more?

description: Electronic word-of-mouth (eWOM) is considered a reliable source of information. Customer reviews and influencer reviews can be considered eWOM. They represent customers’ sharing of experience and evaluation of a product or service with other potential shoppers. To understand the influence of customer review and influencer endorsement to intention to purchase an survey using a questionnaire as the instrument was conducted. Using experimental design (2x1), 200 respondents from3 cities in Greater Jakarta were approached. They were divided into two groups, Customer Review Group and Influencer Group. They were asked to self-rate their opinion on customer review, influencer review, trust and purchase intention. The results are important because we identified the different level of influence of customer review and influencer endorsement. A more comprehensive analysis of this data may be obtained from article “Customer Review or Influencer Endorsement: which one influences purchase intention more?” in the Heliyon Journal.
DOI: 10.17632/8j3tf5zfd9.3
title: First time Offender Data

description: This is the raw data gathered from different prisons of Jharkhand India. The data consists of Behavior data analysis of  Criminals who got convicted once. A detailed description is given in the manuscript related to it.
DOI: 10.17632/8whszkhk6b.3
title: Gene Ontology functional annotation of tomato

description: Functional annotation based on Gene Ontology for tomato (Solanum lycopersicum) SL3.0 genome assembly / ITAG3.2 annotation and SL4.0 genome assembly / ITAG 4.0 annotation.
The folder "Tomato funtional annotation" contains the files "gene_association.itag3.2.nr" for the ITAG3.2 genome annotation and "gene_association.itag4.0.nr" for the ITAG4.0 genome annotation
DOI: 10.17632/hx5kkkbr3j.1
title: Dataset for Toothbrushing Activity Using Brush-Attached and Wearable Sensors

description: This is the dataset for the paper 'Dataset for Toothbrushing Activity Using Brush-Attached and Wearable Sensors'. This dataset consists of toothbrushing data for 120 sessions performed by 22 participants (11 males, 11 females). The data was collected using two IMU devices from Mbientlab Inc. One device was attached to the brush handle while the other device was used as wearable (wristwatch on the brushing hand). The participants brush their teeth for around two minutes in each session following a pre-given sequence and the data was logged onto the device memory which was then transferred to the laptop via Bluetooth. The experiments are performed in two settings; setting-1 and setting-2. In setting-1, the data is collected from two sensors; a 3-axis accelerometer and a 3-axis gyroscope. Also, there were no pauses during the brushing sessions and the participants brush all the regions in a back-to-back manner. In setting-2, the data is collected from three sensors; a 3-axis accelerometer, a 3-axis gyroscope, and a 3-axis magnetometer. The participants were asked to pause for a few seconds in between different regions and bring the brush to a reference point. For further details about the data, readers are encouraged to read the related paper. The naming convention details are given in the Read Me.txt file
DOI: 10.17632/ykwnrjm7f7.2
title: Kentucky Drug and Sex Crimes

description: Three crime data sources were collected and merged for this study. All three crime sources were either only reporting on the U.S. state of Kentucky (KOOL and Louisville Open Data), or filtered to only contain results for the U.S. state of Kentucky (FBI). Each data source contains unique features such as crime classifications, and unique challenges in collection and cleaning.

The United States Federal Bureau of Investigation (FBI) issues a variety of query-able crime related data on their website. This data is sourced from law enforcement agencies across the U.S. as part of their National Incident-Based Reporting System (NIBRS) and its standards. The goal of gathering, standardizing, and providing this information is to facilitate research into crime and law enforcement patterns. The information is provided as a collection of CSV files with instructions and code for importing into a SQL database. For the purposes of this research, we utilized the the crime databases for the years 2017, 2018 and 2019, containing a total of 1,939,990 unique incidents. The NIBRS_code property denotes the type of crime as assigned by the reporting agency. The human trafficking codes are 40A (Prostitution), 40B (Assisting or Promoting Prostitution), and 370 (Pornography/Obscene Material). The drug incidents were found using codes 35A (Drug/Narcotic Violations) and 35B (Drug Equipment Violations).

The Kentucky Department of Corrections, as a service to the public, provides an online lookup of people currently in its custody called Kentucky Offender Online Lookup (KOOL). This web application offers users tools to search for sets of inmates based on features such as name, crime date, crime name, race, and gender. The data that KOOL searches contains only people who are currently under supervision of the state of Kentucky (or should be under supervision in the case of escape).

The Louisville Open Data Initiative (LOD)  is a program from the city of Louisville, Kentucky, U.S.A. to increase the transparency of the city government and promote technological innovation. As part of LOD, a dataset of crime reports is made available online. The records contained within the LOD dataset represent any call for police service where a police incident report was generated. This does not necessarily mean a crime was committed, as an incident report can be generated before an investigation has taken place.
DOI: 10.17632/9cjbkr75jt.1
title: Replication Files for the paper "Independent Regulators and Financial Stability Evidence from Gubernatorial Election Campaigns in the Progressive Era"

description: Replication Files for the paper "Independent Regulators and Financial Stability Evidence from Gubernatorial Election Campaigns in the Progressive Era"
DOI: 10.17632/d3xvxwkzjg.1
title: The Socioeconomic-Driven Academic Achievement Gap

description: Measurement data used to investigate sources of risk and protection in the context of the social ecology of academic resilience. Thirteen variables were measured using separate free to use surveys taken from the APA PsycnNET database. 

Sample taken from a mid sized public university in the mountain west.
DOI: 10.17632/js3kt73z6p.1
title: Regeneración por medio de la NANOTECNOLOGÍA

description: Regeneración de tejidos por medio de células madre
DOI: 10.17632/23fwv4gk2s.1
title: Database Woman Gait Speed

description: This is a database about a research that analyzed gait speed, frailty and sarcopenia in elderly woman.
DOI: 10.17632/btv6yrdbmv.1
title: Data for: Improved accuracy in OCT diagnosis of rare retinal disease using few-shot learning with generative adversarial networks

description: The retinal OCT images ofr rare diseases were extracted by using the Google image and Google dataset search that included English keywords including central serous chorioretinopathy, macular telangiectasia, macular hole, Stargadt’s disease, retinitis pigmentosa. These rare diseases were selected according to a previous review article about OCT diagnosis. The images possessing rare diseases were manually classified by two board-certified ophthalmologists, and ambiguous images were removed to clarify the image domains. Additional file "Segmentation_manual.zip" offers manually segmentedOCT images for pathologic lesions.
DOI: 10.17632/yz4pttm73n.2
title: Lithium-ion battery degradation dataset based on a realistic forklift operation profile

description: The dataset contains ageing data from three prismatic Lithium-ion (Li-ion) battery cells. The three cells were aged using a realistic forklift operations profile, with a length of approximately two weeks, which was distilled from a four-month forklift field operation. In order to accelerate the aging of the battery cells they were aged at higher temperatures (45, 40, and 35 degC for cells 1, 2, and 3, respectively) and all idling periods found in the forklift field operation were removed. Furthermore, to match the specifications of the battery test stations, the charging/discharging current during the aging with the realistic forklift load profile was limited to 50 A. The SOC profile of the battery cells aged using the realistic forklift load profile was identical to the SOC profile of the forklift field-operated batteries. A round of ageing consists of two steps: (1) the ageing (using the realistic forklift profile), and (2) a reference performance test. These two steps were repeated 58 times for 'Cell 1' and 'Cell 2', and 53 times for 'Cell 3'. The periodic reference performance test can be used to extract exact health information allowing for the tracking of the degradation of each cell.
DOI: 10.17632/482j54dndk.1
title: Peer Influence and the Value of Cash Holdings

description: These data files include the raw data that we used to do empirical analyses. The dataset “ccm” includes accounting data of firms in CRSP-Compustat merged dataset from 1980 to 2017. The dataset “tnic3” includes the Text-based Network Industry Classification (TNIC) downloaded from Hoberg and Phillips Data Library. The dataset “factors_daily” includes Fama-French 3 factors and momentum factor. The datasets “msenames”, “crspmsf_from1975”, and “crspdsf_data” include various stock characteristics downloaded from CRSP. The dataset “25portfolios_vwret_month” includes the value-weighted monthly returns of 25 Fama and French portfolios formed on size and book-to-market ratio. “BM_breakpoints_NYSE” and “ME_breakpoints_NYSE” include the data of BE/ME breakpoints and ME breakpoints, respectively. The dataset “io_all” includes data related to institutional ownership. The “price_comp_frombeg” includes all the stock prices that can be downloaded from Compustat.
DOI: 10.17632/2xdcftm53n.1
title: The effectiveness of the rhycoding strategy in teaching rhythm dictation to undergraduate music students

description: 1-SPSS Raw Dataset
2-SPSS Output File
3-Excel worksheets (error types)