cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4r8hp2hmb4
title: Electroencephalogram (EEG) dataset with porn addiction and healthy teenagers under rest and executive function task

description: A set of electroencephalogram (EEG) signals data obtained from Yayasan Kita Dan Buah Hati (YKBH), Jakarta, Indonesia. The data was collected using a BrainMaker EEG machine with 19 channels. The sampling rate of the machine is 250Hz. There are 14 participants (girl = 5, boy = 9) join the data collection. A psychologist has verified 7 of them are an addiction, and 7 of them are healthy children. The EEG data were recorded through one protocol with five tasks for 10 minutes. The five tasks are baseline, emotional state, memorize task, executive task, and recall task. The obtained data is used for analyzing the pattern of pornography addiction among children. Further analysis of pre-processing, feature extraction, and classification will be applied to the data.
DOI: 10.17632/sxn6sw4r57
title: Population-level faecal metagenomic profiling as a tool to predict antimicrobial resistance in Enterobacterales isolates causing invasive infections: A study across three settings in Cambodia, Kenya, and the UK

description: Supplementary files include the following output datasets: 1 - "Corrected Gene Counts" (CGCs); 2 - "AB_Matrix_1_or_2"; 3 - "AMR-def"; 4 - "AMR-all"; 5 - "Dataset_For_Bayesian_Model" Files to produce these datasets are also provided (see input files) Supplementary files also comprise the results of the Bayesian modelling (See "Steps to reproduce"): 1 - Bayesian Model Comparisons 2 - Bayesian Model Predictions (best model versus null model)
DOI: 10.6084/m9.figshare.14788857.v1
title: Genome assemblies of 109 Mycobacterium avium subsp. hominissuis Osaka clinical strains

description: Genome assembly data used in "Genome-wide association study reveals putative bacterial risk factors for cavitary Mycobacterium avium complex lung disease" by Hirokazu Yano, Yukiko Nishiuchi, Kentaro Arikawa, Atsushi Ota, Mari Miki, Fumito Maruyama, Hiroshi Kida, Seigo Kitada, Tomotada Iwamoto
DOI: 10.6084/m9.figshare.19137899.v1
title: Gyrase sequences from Archaea and Bacteria

description: Sequence datasets used to study the evolutionary history of DNA gyrase in Archaea.
DOI: 10.6084/m9.figshare.25974934.v1
title: Lebanons_Mental_Health_Struggle.csv

description: This dataset was obtained from IPSOS and managed by IDRAAC. It contains data about PTSD, Depression and Anxiety along with demographic information of a nationally representative sample from Lebanon. Data was collected through telephone interviews.
DOI: 10.6084/m9.figshare.6066572.v1
title: Activity data of Chilean power grid without tap

description: Power grid activity data of 'without tap' network version in CSV format. The unit is MWh and hourly time series data. The values are original as the raw data source. It includes detailed attributes of nodes.
DOI: 10.6084/m9.figshare.21222167.v1
title: sGC cyclase alignment and tree

description: Alignment and tree
DOI: 10.6084/m9.figshare.24993906.v1
title: A Catalog of Transformations to Remove Test Smells in Natural Language Tests - Replication Package

description: Test smells can pose difficulties during testing activities, such as poor maintainability, non-deterministic behavior, and incomplete verification. Existing research has extensively addressed test smells in automated software tests but little attention has been given to smells in natural language tests. While some research has identified and catalogued such smells, there is a lack of systematic approaches for their removal. Consequently, there is also a lack of tools to automatically identify and remove natural language test smells. This paper introduces a catalog of transformations designed to remove seven natural language test smells and a companion tool implemented using Natural Language Processing (NLP) techniques. Our work aims to enhance the quality and reliability of natural language tests during software development. The research employs a two-fold empirical strategy to evaluate its contributions. First, a survey involving 15 software testing professionals assesses the acceptance and usefulness of the catalog’s transformations. Second, an empirical study evaluates our tool to remove natural language test smells by analyzing a sample of real-practice tests from the Ubuntu OS. The results indicate that software testing professionals find the transformations valuable. Additionally, the automated tool demonstrates a good level of precision, as evidenced by a F-Measure rate of 83.70%.
DOI: 10.6084/m9.figshare.7710440.v1
title: The rates and players of denitrification, dissimilatory nitrate reduction to ammonia (DNRA) and anaerobic ammonia oxidation (anammox) in mangrove soils

description: Abstract Mangroves are ecosystems located in the transition zone between land and sea, characterized by periodic flooding that confer to its unique characteristics. Little is known about the transformation of nutrients that occur during the organic matter degradation in this system. In this study, we monitor the nitrogen transformations in soils from three mangroves with distinct levels of contamination using labeled 15NO3-. We also screened the mangroves metagenomes for the presence of genes that encode enzymes involved in denitrification (nirS, nirK, nosZ, norB and narG), anaerobic oxidation of ammonia (anammox) (hh, hao and hzo) and dissimilatory nitrate reduction to ammonium (DNRA) (nrfA). The transformations of 15NO3- indicated the balance of denitrification over anammox and DNRA in all three mangroves, with lower rates of processes in the mangrove affected by oil contamination. The metagenomic analysis detected 56 sequences related to denitrification, 19 with anammox and 6 with DNRA. Genes related with denitrification were phylogenetically distributed among several groups of bacteria (mainly Gammaproteobacteria). Anammox and DNRA related sequences were affiliated with Planctomycetes and Gammaproteobacteria, respectively. Thus, metagenomic and functional approaches supported the description of denitrification, anammox and DNRA rates in mangrove soils, and identified the major bacterial groups involved in these processes.
DOI: 10.6084/m9.figshare.12133578.v1
title: Purohit_CommsBiol2020.txt

description: Western blot data
DOI: 10.6084/m9.figshare.5124343.v1
title: Supplementary Material for: Allgemeine Wirkfaktoren bei der Behandlung chronisch depressiver Patienten – Vergleich zweier Psychotherapieansätze

description: <b><i>Hintergrund:</i></b> Das Ausmaß, in dem allgemeine Wirkfaktoren die Wirksamkeit von Psychotherapie bei chronischer Depression beeinflussen, ist bisher wenig untersucht: Welche allgemeinen Wirkfaktoren unterscheiden erfolgreiche und weniger erfolgreiche Psychotherapien bei chronisch depressiven Patienten? <b><i>Patienten und Methoden:</i></b> Mit Hilfe des Berner Patienten- und Therapeutenstundenbogens (TSTB/PSTB) wurden bei 29 chronisch depressiven Patienten während einer 16-wöchigen Behandlung mit dem Cognitive Behavioral Analysis System of Psychotherapy (CBASP) oder der Interpersonellen Psychotherapie (IPT) wöchentlich die Wirkfaktoren erhoben und mittels Varianzanalyse verglichen. Als primäres Erfolgsmaß diente die 24-Item Hamilton Depressionsskala (HRSD-24). Ergebnisse: Aus Patientensicht zeigten sich signifikante Unterschiede zwischen erfolgreichen (Response-Kriterium definiert als mindestens 50%-Verbesserung im HRSD-24) und weniger erfolgreichen Therapien im Ausmaß «Motivationaler Klärung» (p = 0,02) und «Problembewältigung» (p = 0,01). Es konnten keine bedeutsamen Unterschiede bezüglich allgemeiner Wirkfaktoren von CBASP- versus IPT-Therapien nachgewiesen werden. <b><i>Diskussion:</i></b> Unabhängig von der spezifischen Therapiemethode bestätigt sich aus Patientensicht die Bedeutung intensiver Motivationaler Klärung sowie bewältigender Strategien für eine erfolgreiche Behandlung chronischer Depressionen.
DOI: 10.6084/m9.figshare.21493443.v2
title: Supplementary Tables – Scarsbrook et al. Hoplodactylus Taxonomy ZooTaxa

description: This sheet contains three supplementary figures for the ZooTaxa article "Revision of the New Zealand gecko genus <em>Hoplodactylus</em>, with the description of a new species." Locations of extant natural/translocated populations and historical/subfossil records of <em>Hoplodactylus tohu </em>n. sp. Locations of extant natural/translocated populations and historical/subfossil records of <em>Hoplodactylus duvaucelii</em> (Duméril & Bibron 1836). Individual measurements, scale counts and morphological descriptions for <em>Hoplodactylus duvaucelii</em> and <em>Hoplodactylus tohu </em>n. sp. specimens analysed
DOI: 10.6084/m9.figshare.23779908.v2
title: Microsatellite datasets for Lampsilis cardium and L. siliquoidea (GenAlEx format)

description: Microsatellite genotypes for<em> Lampsilis cardium</em> and <em>L. siliquoidea</em> in GenAlEx format.
DOI: 10.6084/m9.figshare.16529844.v1
title: Kahoot in Immunology Teaching Draw Data

description: This is a dataset which obtain for a Kahoot intervention in Immunology Teachin at Eastern University Sri Lanka
DOI: 10.17632/933w9pr2fm
title: Data for: Influence of elevated ozone concentration on soil N2O emission: A meta-analysis

description: Data for: Influence of elevated ozone concentration on soil N2O emission: A meta-analysis
DOI: 10.6084/m9.figshare.1010159.v1
title: Development of chess expertise. Longitudinal dataset of practice and rating.

description: This dataset contains longitudinal data of 104 chess players. The main variables are hours of individual practice and hours of group practice at each age. Those players with international rating also have the Elo rating from the time they got the rating at each age until the time the dataset was collected.
DOI: 10.6084/m9.figshare.10741196.v1
title: anaonymised_data_DSI from Deconstructing sociality: the types of social connections that predict longevity in a group-living primate

description: Excel file of data that can be used to reconstruct the analysis.
DOI: 10.6084/m9.figshare.18319466.v2
title: Data and code from: A stronger role for long-term moisture change than for CO2 in determining tropical woody vegetation change

description: Data and code related to: <br> Gosling, W.D., Miller, C.S., Shanahan, T.M., Holden, P.B., Overpeck, J.T. & van Langevelde, F. (2022) A stronger role for long-term moisture change than for CO2 in determining tropical woody vegetation change. Science. DOI: 10.1126/science.abg4618 <br> https://doi.org/10.1126/science.abg4618<br> <br> Including: - Chronology for Lake Bosumtwi 5B sediment core raised by the Intercontinental Drilling Program (ICDP) in 2004. - Pollen, charcoal, <em>Spororomiella</em> and nitrogen isotope data from sub-samples extracted from the 5B sediment core. - Model outputs from the GENIE-1 climate-carbon storage model. - Interpolated datasets. - R code used to run structural equation models.
DOI: 10.6084/m9.figshare.20472282.v1
title: HDFS

description: Raw data - HDFS
DOI: 10.17632/rv7hktj86h
title: Network dynamics of the football transfer market in the 10 major European leagues from 1992 to 2022

description: player_trasfers contains all football player transfer between 1992 and 2022 in which at least one of the two teams involved in the transaction participated in one of the main championship of the 10 major European leagues: English Premier League; the Spanish La Liga; the Italian Serie A; the German Bundesliga; the French Ligue 1; the Portuguese Liga Portugal; the Dutch Eredivisie; the Turkish Super Lig; the Belgian Jupiler Pro League and the Russian Premier Liga. The other files are the transfer edgelist described in the paper titled: Network dynamics of the football transfer market in the 10 major European leagues from 1992 to 2022, Massimiliano Alberici, Alfonso Semeraro, Arthur Capozzi
DOI: 10.6084/m9.figshare.20178851.v2
title: IIMPACT World+ Midpoint of 59 gas heating to reverse cycle air conditioning upgrades

description: Weight of each appliance, the operational energy used per heating upgrade and the IMPACT 2002+ results by life cycle stage and impact categorie
DOI: 10.6084/m9.figshare.29134634.v1
title: Polarity table of heat map obatined by conducting sentiment analysis of YouTube comments

description: Sentiment analysis is conducted in the comments of a video uploaded to YouTube.
DOI: 10.17632/9pvcnngdv3
title: Effect of crack on soil damage response induced by wetting

description: Effect of crack on soil damage response induced by wetting
DOI: 10.6084/m9.figshare.22056485.v1
title: CodeData_AlonsoScheer_etal_NatComm_2023

description: Generated data and custom processing/analysis Matlab code.
DOI: 10.6084/m9.figshare.25314841.v2
title: Multi-Region Marketing Mix Modelling (MMM) Dataset for Several eCommerce Brands

description: This dataset contains anonymised, multi-region marketing and purchase data for close to 100 eCommerce brands to support the advancement and benchmarking of Marketing Mix Modelling techniques. This dataset is suitable for modelling customer acquisition costs (CAC) and return on advertising spend (ROAS) for online-only purchases and digital marketing channels (currently limited to Google, Meta, and Tiktok).<br><br>Please review the data dictionary provided for further details. Depending on the level of interest and feedback, there is scope to expand this dataset to more brands and marketing channels in later versions, so please use proper citation!
DOI: 10.6084/m9.figshare.27165054.v1
title: <b>Table </b><b>1</b><b>.1 </b><b>Frequency and percentage distribution</b><b> of </b><b>demographic variables of </b><b>participants</b><b>Table </b><b>1</b><b>.2</b><b> </b><b>Frequency and percentage distribution</b><b> of </b><b>clinical</b><b> </b><b>profile of participants</b><b>Table </b><b>1</b><b>.3</b><b>C</b><b>omparison between efficacy of cryotherapy and normal saline with mucositis grading</b>

description: The distribution of participants according to the different demographic variables and oral care practices is presented in Table 1.1. Majority of the participants were within the age range above 40 years with a share of 54.1%. The distribution of participants by gender was found to be even with 48.6% males and 51.4% females. Maximum proportion of participants were graduate or above with a share of 58.1%. According to the occupational status, 36.5% were daily wage earners. Majority of the participants brushed their teeth once daily (54.1%). About 3/4th participants used commercial toothpaste for oral care and remaining 1/4th used medicated tooth paste. All the demographic variables didn’t have significant association with Cryotherapy and Normal saline groups. The clinical profile of participants are presented in Table 1.2.Overall,only 29.7%,29.7%,50% had history of smoking, alcoholism and chewing tobacco. Among the study participants, maximum proportions i.e. about 20.3% had CA of lungs. The maximum proportion of participants were in stage II of carcinoma (36.5%). More commonly used drugs were Oxaliplatin, irinotel type of Chemo drug followed by Premetaxil, pamor-zuman (20.3%). About 1/3rd of the participants were diagnosed as CA for more than 9 months. None of the variables in the clinical profile didn’t differ significantly between the two groups. Table 1.3 and Fig. 1.1 furnished comparison of mucositis assessment grading with groups in day 1, 7th day, 14th day and 21st day. The review on 21st day revealed that in comparison to 1st, 7th and 14th day, in cryotherapy group there were 70.3% participants with grade 0 mucositis are found, which is a big jump from 48.6% on day 14. On the other hand, in the normal saline group the corresponding increase was from 18.9% to 27.0% only. There is clear evidence that on day 21, the improvement in mucositis grade was much higher in cryotherapy group than the normal saline group. There was significant association of mucositis grading with the group (p=&lt;0.001) on day 21. The analysis shows the efficacy of cryotherapy in reducing alkylating drug induced mucositis.
DOI: 10.6084/m9.figshare.28726604.v1
title: Supplementary data for "Differences between human male and female neutrophils with respect to which RNAs are present in polysomes"

description: <b>Methods</b>Starting with human neutrophils from healthy donors, we used RNA-seq to examine total RNA profiles, RNAs not associated with ribosomes and thus not being translated, RNAs in monosomes, and RNAs in polysomes and thus heavily translated.<b>Results</b>There were sex-based differences in the levels of RNAs across free RNA, monosome, and polysome fractions. Male neutrophils had increased levels of mRNAs encoding mitochondrial proteins in the free RNA fractions, indicating low levels of translation. The polysomes of male neutrophils were enriched for mRNAs encoding cytoskeletal organization, cell motility, and cell activation. The polysomes of female neutrophils were enriched for mRNAs associated the regulation of metabolic processes, cytokine responses, and mitochondrial proteins.
DOI: 10.6084/m9.figshare.21652283.v1
title: Mobile phone addiction, emotion regulation and sleep quality of college student

description: This data set is from 1559 college students in China. The questionnaire of mobile phone addiction, anxiety, emotional regulation and sleep quality was collected.
DOI: 10.6084/m9.figshare.24033399.v1
title: original data

description: <b>Original data for </b><b>Climate risk and higher moments time-frequency connectedness among carbon, energy and metals markets</b><b>.</b>
DOI: 10.6084/m9.figshare.25836550.v6
title: Structure of SAA for C-H dissociation from DFT

description: This collection on Figshare contains the CONTCAR files for over 600 different single-atom alloy (SAA) surfaces, derived from density functional theory (DFT) calculations. These files represent the optimized geometries of various SAA surfaces, crucial for studying C-H bond dissociation energy barriers. Each file corresponds to a specific SAA composition, providing the atomic coordinates and lattice parameters that define the optimized structure of the surface under study. This dataset is fundamental for researchers looking to understand the surface properties and catalytic behaviors of SAAs, offering a robust basis for further computational studies and machine learning model training in catalysis and materials science.
DOI: 10.17632/rvs6gf4sn2
title: Multichannel pulse high-current driver of magnetic actuator

description: Magnetic linear actuators are useful in many areas. Their significant advantage is the ease of control by regulating the current, but on the other hand, high electrical power is required to obtain a large continuous force, acceleration and stroke from a device with small dimensions. In this article, we present a complete open-source system consisting of simple movable iron magnetic actuators, a four-channel controller and dedicated software. The graphical user interface makes it easy to design the sequence of piston strokes, including time of the start, duration of the movement and force for each stroke separately. The controller supplies high intensity impulses, thanks to which it is possible to obtain high force, acceleration and stroke from small-sized coils with a voltage that is safe for use. The system was originally developed as a reagent syringe driver to control the rapid mixing process to study the kinetics of enzymatic reactions. However, this driver may also be useful in a number of other scientific and non-scientific applications.
DOI: 10.6084/m9.figshare.13646753.v7
title: R.Arizou, M.Mohareb (2021), Design Considerations for Distortional Lateral Buckling (Supplemental Data).xlsx

description: This file includes an exhaustive parametric study of lateral torsional buckling of doubly symmetric wide flange beams.Through the study, the gradient moment factor, and the coefficients for distortional factor and load height effect are obtained.<br>
DOI: 10.6084/m9.figshare.24636096.v1
title: bw files for ATAC-seq

description: Through the assay for transposase-accessible chromatin sequencing (ATAC-seq) and RNA-seq analysis, we identified the regulatory network underlying leaf senescence.
DOI: 10.6084/m9.figshare.24982398.v1
title: paper_use_list.Rdata

description: The supplementary data of "4. Optimal_classifier.R"
DOI: 10.6084/m9.figshare.20424582.v2
title: Road Surface Image Dataset with Detailed Annotations for Driving Assistance

description: The preview of the road surface states is essential for improving the safety and the ride comfort of autonomous vehicles. This dataset consists of 1 million (240 x 360 pixels) road surface images captured under a wide range of road and weather conditions in China. The original pictures are acquired with a vehicle-mounted camera and then the patches containing only the road surface area are cropped. The images are classified into 27 categories, containing both the friction level, material, and unevenness properties. The dataset is divided into train-set(~960k samples), validation-set(~20k samples), test-set(~50k samples) . This large-scale dataset is useful for developing vision-based road sensing modules to improve the performance of the driving assistance systems. More details ,please visit Github: ztsrxh/RSCD-Road_Surface_Classification_Dataset: A large-scale road surface image classification dataset for driving assistance applications (github.com)
DOI: 10.17632/pjn7ccp37k
title: bilateral breast cancer excel

description: All 31 patients were recorded and arranged in excel format.
DOI: 10.6084/m9.figshare.14593863.v3
title: PalaeoWISE

description: This is the dataset which supports the publication 'A palaeoclimate proxy database for water security planning in Queensland Australia'
DOI: 10.6084/m9.figshare.15044334.v1
title: Supplemental Data 1-7

description: Supplemental Data 1-7 for the preprint "The high-throughput gene prediction of more than 1,700 eukaryote genomes using the software package EukMetaSanity" by Neely, Hu, Alexander, and Tully, 2021
DOI: 10.6084/m9.figshare.3525512.v1
title: Appendix A. References for the 24 studies included in our meta-analysis database, along with study location and type of litter used.

description: References for the 24 studies included in our meta-analysis database, along with study location and type of litter used.
DOI: 10.6084/m9.figshare.21043309.v1
title: Tomato fruit data with and without insectiside spraying

description: Site – identification of the experimental site Treatment – treatment applied to the block. See text for details. marking_date – date when the flower bud was marked days_after_last_pulverization – number of days after the last pulverization on the marking date weight_g – fruit weight in grams number_of_seeds – number of seeds in the fruit
DOI: 10.17632/77429z5bmx
title: Data for: Optimized Design for Projectile Impact Survivability of a Carbon Fiber Composite Driveshaft

description: Digital Image Correlation z-displacement video during impact and shear strain after impact to failure videos.
DOI: 10.6084/m9.figshare.19601359.v2
title: Bipolar Disorder and psychological trauma

description: Trauma symptoms, clinical characteristics, level of functioning and level of cognitive deterioration in a trauma-exposed sample of patients with Bipolar Disorder