cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6044642.v1
title: Dataset for: Ecology shapes the evolutionary trade-off between predator avoidance and defence in coral reef butterflyfishes

description: Antipredator defensive traits are thought to trade-off evolutionarily with traits that facilitate predator avoidance. However, complexity and scale have precluded tests of this prediction in many groups, including fishes. Using a macroevolutionary approach we test this prediction in butterflyfishes, an iconic group of coral reef fishes with diverse social behaviours, foraging strategies and antipredator adaptations. We find that several antipredator traits have evolved adaptively, dependent primarily on foraging strategy. We identify a previously unrecognized axis of diversity in butterflyfishes where species with robust morphological defences have riskier foraging strategies and lack sociality, while species with reduced morphological defences feed in familiar territories, have adaptations for quick escapes, and benefit from the vigilance provided by sociality. Further, we find evidence for the constrained evolution of fin spines among species that graze solely on corals, highlighting the importance of corals, as both prey and structural refuge, in shaping fish morphology.
DOI: 10.6084/m9.figshare.c.3826603_d3.v1
title: Additional file 3: of Can Lokomat therapy with children and adolescents be improved? An adaptive clinical pilot trial comparing Guidance force, Path control, and FreeD

description: Source data sEMG Path Control. (XLSX 27288Â kb)
DOI: 10.17632/mfps3m6rcg
title: VISION trial

description: Protocol and research data of the VISION-trial
DOI: 10.6084/m9.figshare.1613525.v2
title: Paraphrase choice based on user traits

description: PPDB paraphrase pairs and clusters with their associated usage score across three user traits:<br>a. Gender: male or female<br>b. Age: &lt;25 or &gt;30<br>c. Occupational Class: low or high
Contents:<br>frequencies.tar.gz - contains the raw frequency statistics for all phrases and each trait<br>pairs.tar.gz - contains files with pairwise usage scores for each trait<br>clusters.tar.gz - contains files with cluster usage scores for each trait
In pairs and clusters, the negative values are phrases which are more associated with: females, lower occupational class and users over 30 years old.
 If you are using this dataset, please reference our work:
@inproceedings{paraphrase16aaai,<br>author = {Preo\c{t}iuc-Pietro, Daniel and Xu, Wei and Ungar, Lyle},<br>title = {{Discovering user attribute stylistic differences via paraphrasing}},<br>booktitle = {{Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence}},<br>series = {AAAI},<br>year = {2016}<br>}
DOI: 10.6084/m9.figshare.19747450.v2
title: GSE148071

description: 42 primary non-small cell lung cancer tumors.
DOI: 10.17632/f9kkbypsvd
title: Fatty Liver Disease & Liver Cirrhosis Study: Clinical, Metabolic, and Outcomes

description: Fatty Liver Disease, encompassing both Alcoholic Fatty Liver Disease (AFLD) and Non-Alcoholic Fatty Liver Disease (NAFLD), has emerged as a major global health concern. AFLD is directly linked to excessive alcohol consumption, whereas NAFLD is associated with metabolic disorders such as obesity, diabetes, and dyslipidemia. Both conditions can progress to liver fibrosis, cirrhosis, and hepatocellular carcinoma (HCC) if left unmanaged. Cirrhosis, the end-stage of chronic liver disease, contributes significantly to global morbidity and mortality.

The study behind the AFLD dataset aims to explore the long-term health outcomes of individuals diagnosed with fatty liver disease compared to a matched control group. Specifically, the study follows subjects forward to evaluate metabolic conditions, cardiovascular outcomes, and mortality rates. By analyzing this dataset, researchers can identify key risk factors for disease progression and mortality, allowing for better prevention and intervention strategies. Study Design and Data Description

The dataset consists of 18,012 individuals, categorized into two primary groups:
 1. AFLD Cases: Individuals diagnosed with Alcoholic Fatty Liver Disease.
 2. Matched Controls: Individuals without AFLD, but matched on factors such as age, gender, and BMI.

By selecting a control group with similar demographics, the study aims to isolate the effects of AFLD on long-term health outcomes. The inclusion criteria for AFLD cases likely involve diagnostic confirmation via imaging, liver function tests, and clinical assessment. Control subjects were chosen to ensure comparability, minimizing confounding effects.

Data Collection Methodology
The dataset represents a longitudinal cohort study, meaning subjects were tracked over time to observe health outcomes. Follow-up data include:
 • Time to death (futime) or last known contact.
 • Mortality status (status), where 0 = alive at last follow-up and 1 = deceased.

This method allows to investigate the progression of AFLD, the development of metabolic complications, and survival trends.

Dataset Variables and Importance
The AFLD dataset includes 10 key variables, each providing valuable insights:
 1. id: A unique identifier for each subject.
 2. age: Age at study entry, a crucial factor influencing metabolic and liver health.
 3. male: A binary variable (0 = female, 1 = male), allowing gender-based comparisons.
 4. weight (kg): A key metabolic marker, though missing for some participants.
 5. height (cm): Helps in calculating BMI.
 6. bmi (Body Mass Index): Derived from weight and height, it is a major risk factor for metabolic and liver diseases.
 7. case.id: The matched AFLD case ID for each control.
 8. futime: Follow-up duration in days, essential for survival analysis.
 9. status: Survival outcome, distinguishing between deceased and surviving subjects.

Each variable plays a crucial role in understanding disease progression, mortality risks, and comorbid conditions.
DOI: 10.6084/m9.figshare.11286029.v1
title: Experiments on modified HAPT dataset,

description: The dataset represents different human activity, we have just considered six kinds of activities, walk, walk up stairs, walk down stairs, sit, jump, laying. The associated code written in MATLAB 2019b.<br>
DOI: 10.6084/m9.figshare.21940934.v1
title: Supplementary Material for: Centrilobular Emphysema Is Associated with Pectoralis Muscle Reduction in Current Smokers without Airflow Limitation

description: <b><i>Background:</i></b> Physiological and prognostic associations of centrilobular emphysema (CLE) and paraseptal emphysema (PSE) in smokers with and without chronic obstructive pulmonary disease (COPD) have been increasingly recognized, but the associations with extrapulmonary abnormalities, such as muscle wasting, osteoporosis, and cardiovascular diseases, remain unestablished. <b><i>Objectives:</i></b> The aim of the study was to investigate whether CLE was associated with extrapulmonary abnormalities independent of concomitant PSE in smokers without airflow limitation. <b><i>Methods:</i></b> This retrospective study consecutively enrolled current smokers without airflow limitation who underwent lung cancer screening with computed tomography and spirometry. CLE and PSE were visually identified based on the Fleischner Society classification system. Cross-sectional areas of pectoralis muscles (PM) and adjacent subcutaneous adipose tissue (SAT), bone mineral density (BMD), and coronary artery calcification (CAC) were evaluated. <b><i>Results:</i></b> Of 310 current smokers without airflow limitation, 83 (26.8%) had CLE. The PSE prevalence was higher (67.5% vs. 23.3%), and PM area, SAT area, and BMD were lower in smokers with CLE than in those without (PM area (mean), 34.5 versus 38.6 cm<sup>2</sup>; SAT area (mean), 29.3 versus 36.8 cm<sup>2</sup>; BMD (mean), 158.3 versus 178.4 Hounsfield unit), while CAC presence did not differ. In multivariable models, CLE was associated with lower PM area but not with SAT area or BMD, after adjusting for PSE presence, demographics, and forced expiratory volume in 1 s. <b><i>Conclusions:</i></b> The observed association between CLE and lower PM area suggests that susceptibility to skeletal muscle loss could be high in smokers with CLE even without COPD.
DOI: 10.17632/dh67z28gv7
title: Mesoproterozoic molar tooth structure related to increased marine oxygenation

description: This database contains the major and trace element compositions, as well as the carbon and oxygen isotope compositions, of carbonate from the Gaoyuzhuang Formation.
DOI: 10.6084/m9.figshare.14054266.v1
title: Oculocutaneous albinism type 1B associated with a functionally significant tyrosinase gene polymorphism detected with Whole Exome Sequencing

description: <b>Background</b>: Oculocutaneous albinism (OCA) is a Mendelian disorder characterized by hypopigmentation of the skin, hair, and eyes, hypoplastic fovea, and low vision, known to be caused by mutations in the Tyrosinase (TYR) gene. Among the known TYR variants, some reduce but do not completely eliminate tyrosinase activity, allowing residual production of melanin and resulting in a contradictory assignment as either pathogenic or benign, preventing a precise clinical diagnostic. <b>Materials and Methods</b>: In the present work, we performed Whole Exome Sequencing and subsequent Sanger sequencing in a young male clinically diagnosed with OCA. <b>Results</b>: Whole-exome sequencing analysis revealed the identification of two variants in trans in TYR. The first, corresponds to a known pathogenic variant G47D, while the second S192Y, was considered a polymorphism due to its relatively high frequency in the European population. <b>Conclusion</b>: The lack of other pathogenic variants in TYR, the reported reduced enzymatic activity (ca. 40% respect to wt) for S192Y, together with the structural in-silico analysis strongly suggest that both reported variants are jointly disease-causing and that S192Y should be considered as likely pathogenic, especially when it is found in trans with a null variant.
DOI: 10.17632/jygfjf449d
title: Socioeconomic status and economic impact of artificial reefs

description: Survey dataset on socioeconomic status and the economic impact of artificial reefs to the fishing communities in Terengganu coastal waters.
DOI: 10.6084/m9.figshare.20445138.v1
title: VIS-MM Dataset

description: VIS-MM: A vehicle-borne image semantic fusion-based map-matching algorithm for parallel road scenes
DOI: 10.6084/m9.figshare.19761649.v1
title: PCA R code

description: R code template utilised for the PCA analysis. It has no anotations. Article: Tryptophan Levels as a Marker of Auxins and Nitric Oxide signaling Authored by: Pedro López-Gómez; Edward Smith; Pedro Bota; Alfonso Cornejo; Marina Urra; Javier Buezo; Jose F. Moran
DOI: 10.6084/m9.figshare.23994078.v1
title: A Social Network of Characters Appeared in the French Novel Series "La Comédie humaine" and An Interaction Network of Novels in the Series

description: This dataset presents a character social network and a novel interaction network derived from Honoré de Balzac's French novel series "La Comédie humaine", written between 1829 and 1848. This extensive series, which comprises a multi-volume set of interconnected novels, is grouped into eight thematic categories: "Scenes of Private Life," "Scenes of Provincial Life," "Scenes of Parisian Life," "Scenes of Political Life," "Scenes of Military Life," "Scenes of Country Life," "Philosophical Studies," and "Analytical Studies." Out of the 137 combined completed and uncompleted works, we've extracted the core texts of 80 novels. These narratives are interwoven, with characters appearing in several novels. Given Balzac's intention to portray 19th-century French society, particularly during the Restoration (1815-1830) and the July Monarchy (1830-1848), the characters' overlapping journeys across novels offer insights into the social commentary he intended to convey. We first constructed a social network of the characters based on their co-occurrence rates in the novels to delineate their significance and connection to the themes of this series. We then constructed an interaction network of the novels, taking into account the number of shared characters between any two novels. This method allowed us to identify patterns linking Balzac's use of characters with his methods of expressing the themes of his works.
DOI: 10.6084/m9.figshare.25309006.v1
title: Full Apatite Fission Track Count and Length Data, and Apatite Data Sample Location Summary Table from "Thomson, S.N. (2002). Late Cenozoic geomorphic and tectonic evolution of the Patagonian Andes between latitudes 42°S and 46°S: an appraisal based on fission-track results from the transpressional intra-arc Liquiñe-Ofqui fault zone. <b>Geological Society of America, Bulletin</b>, v. 114, p. 1159-1173."

description: Full Apatite Fission Track Count and Length Data, and Apatite Data Sample Location Summary Table from "Thomson, S.N. (2002). Late Cenozoic geomorphic and tectonic evolution of the Patagonian Andes between latitudes 42°S and 46°S: an appraisal based on fission-track results from the transpressional intra-arc Liquiñe-Ofqui fault zone.<b> </b><b>Geological Society of America, Bulletin</b>, v. 114, p. 1159-1173."
DOI: 10.17632/24636wx22f
title: Handover Simulation Data on Video Transmission in Proxy Mobile IPv6

description: In real-time communication, the session continuity is important when wireless devices and modern smartphones come with multiple interfaces to access multiple networks on heterogeneous wireless networks. Seamless mobility between these networks can be achieved by optimizing parameters and mobility model related with horizontal and vertical handover management. A detailed explanation of handover data present in this article to address the horizontal and vertical handover in Proxy Mobile IPv6 protocol on video transmission in homogeneous and heterogeneous wireless networks. Specifically, data compare with existing protocols under network simulation software in the context of handover delay, throughput, jitter, cumulative measured, packet loss rates, and other benefits which are peak signal noise ratio and quality of image. Data are measured based on average performance metrics for both horizontal handover and vertical handover.
DOI: 10.17633/rd.brunel.29098013.v1
title: Dynamics of S-phase kinase protein 1 (Skp1)

description: Secondary structure states of residues 2-159 of human Skp1 protein extracted from 1000.6ns molecular dynamics simulation to identify critical residues for secondary structure transition of helix8 from helix to coil.Simulations were performed using GROMACS2022, CHARMM36m forcefield. As this is an ongoing project awaiting publication, simulation trajectory and further details are available on request.
DOI: 10.6084/m9.figshare.4552822.v1
title: The Cryosphere Sandells et al. 2017 Datafiles

description: JIMoutput_TC_Sandells2017.zip: These are the JIM output files used directly in modified DMRT-ML. Character $ identifies soil temperature, column headers are given for the snow parameters. Note grain diameter is given (in microns), not radius.<br><br><br>TBresults_Processed_TC_Sandells2017.zip: These are the output files from the microwave ensemble. These files contain processed time series from individual model output files, both for the raw (non-scaled) grain diameter, and for the optimal grain scale diameter. For DMRT-ML, the ultimate subfolder 0p1 contains very sticky simulations, and 0p2 the less sticky simulations. For MEMLS, the ultimate subfolder 11 contains empirical MEMLS, and subfolder 12 the IBA MEMLS. For HUT, the ultimate subfolder 0 contains the H87 simulations, subfolder 1 contains the R04 and subfolder 2 the K10 simlations.<br><br>Observations_TC_Sandells2017.zip: These are the .csv radiometric observations file, and MATLAB .mat files with snow pit and IceCube observations.<br><br>NB Scripts to generate, interpret and/or plot these results are available from https://github.com/mjsandells/TC_Sandells_2017<br>
DOI: 10.6084/m9.figshare.7479965.v1
title: Physiological data of experimental animals of the stroke model

description: Core body temperature, body weight and modified DeSimoni neuroscore of experimental animals. <br>
DOI: 10.6084/m9.figshare.8123525.v1
title: House 01 in ENERTALK dataset

description: Zip files enertalk-dataset-{house_number} contain a directory for each houses. Each directory holds a set of subdirectories that contain Parquet files for the daily aggregate and appliance-level data. The naming convention for these subdirectories is “” (e.g. “20161124” for November 24, 2016). The Parquet files are named “\_.parquet.gzip” (e.g. “01\_fridge.parquet.gzip”). In these names, the two-digit integer is uniquely associated with a distinct measuring device in a house. Each Parquet file consists of three columns: “timestamp,” “active\_power,” and “reactive\_power.” The “timestamp” column contains Unix timestamps in milliseconds, such that 1000 corresponds to one second. The “active\_power” column represents active power in watts and the “reactive\_power” column represents reactive power in VAR (volt-ampere reactive) units.
DOI: 10.6084/m9.figshare.6998546.v1
title: tomcat_commit_to_bug_fixed_source

description: This CSV contains: bug_id, commit, source file fixed for tomcat project.
DOI: 10.6084/m9.figshare.28844381.v2
title: Analyzing the Capacity Gap between China and the United States as Trade Powers

description: All datasets used in this study are sourced from publicly available international organization databases. These databases adhere to the principle of open access and have no third-party usage restrictions or special constraints. Therefore, all data can be directly obtained from the official websites of the corresponding databases.The detailed information and links of these databases are as follows: United Nations Conference on Trade and Development (UNCTAD) database： （URL:https://unctad.org/statistics ）,UN Comtrade database：（URL:https://comtrade.un.org/ ）,World Trade Organization (WTO) database：（URL:https://www.wto.org/english/res_e/statis_e/statis_e.htm ）,Trade Remedy Information Network of the Ministry of Commerce of the People’s Republic of China：（URL:https://cacs.mofcom.gov.cn/cacscms/view/statistics/ckajtj ）,Global Database of Events, Language, and Tone（GDELT） database：（URL:https://www.gdeltproject.org/ ）.If researchers encounter any issues during the data acquisition process, they are welcome to contact the corresponding author, Minhua Lu, at the email address lumark@shisu.edu.cn
DOI: 10.6084/m9.figshare.3522293.v1
title: Appendix A. Locations of walleye populations sampled in this study.

description: Locations of walleye populations sampled in this study.
DOI: 10.11583/dtu.13251524.v1
title: Cape Verde Reference Power System Data

description: Author: Daniel Vázquez Pombo (dvapo@elektro.dtu.dk), ORCID: https://orcid.org/0000-0001-5664-9421-------------------------------------------------------------------------------<br><br><b>The version 2.0 of this dataset is available here -&gt;</b>https://doi.org/10.11583/DTU.17430413 <br>-------------------------------------------------------------------------------<br>The first version of this dataset was presented in the paper:"The Islands of Cape Verde as a Reference System for 100 % Renewable Deployment". 2021 IEEE Green Technologies Conference. -&gt; https://ieeegreentech.org/cfp/DOI: https://doi.org/10.1109/GreenTech48523.2021.00077<br>Submmited: Dec 2020Accepted: Feb 2021Published: Apr 2021-------------------------------------------------------------------------------The folder contains all the necessary data to model the Electric Power System of São Vicente and Santiago (Cape Verde) islands. These are in the dozens and hundreds of MW range respectively.<br>The vast majority of the data is provided by Electra and Cabeólica; the TSO and biggest renewable utility in Cape Verde respectively. <br>Do not hesitate on contacting me if you require additional data not yet included, or if you encounter any problem. This repository is suffering ongoing development and thus, the datasets are continuously expanding. Any sort of feedback is welcomed.-------------------------------------------------------------------------------<br>Remember to cite us and recommend it to your peers.<br>Also my email is above if you would like to use the benchmark in your research and are looking for a collaborator.-------------------------------------------------------------------------------<br>
DOI: 10.6084/m9.figshare.9699854.v1
title: Supplementary Material for: Comparison of Hospital Anxiety and Depression Scale (HADS) and Zung Self-Rating Anxiety/Depression Scale (SAS/SDS) in Evaluating Anxiety and Depression in Patients with Psoriatic Arthritis

description: <b><i>Background:</i></b> This study aimed to compare the Hospital Anxiety and Depression Scale (HADS) and the Zung Self-Rating Anxiety/Depression Scale (SAS/SDS) in evaluating anxiety and depression in psoriatic arthritis (PsA) patients. <b><i>Methods:</i></b> A total of 70 PsA patients were enrolled. Demographic and clinical characteristics were collected after enrollment. HADS-A and SAS were used to evaluate the anxiety of PsA patients, while HADS-D and SDS were used to evaluate the depression of PsA patients. <b><i>Results:</i></b> Similar results were observed in detecting the rate of anxiety by HADS-A and SAS (27.1 vs. 21.4%, <i>p</i> = 0.424), and there was no difference in classifying the severity of anxiety by HADS-A and SAS (<i>p</i> = 0.347). The Spearman test also disclosed that HADS-A score was positively associated with SAS score (<i>p &lt;</i>0.001). The rates of depression were similar by HADS-D and SDS (27.1 vs. 40.0%; <i>p</i> = 0.108). However, different results were observed in grading the severity of anxiety by HADS-D and SDS (<i>p</i> = 0.009), and no correlation was observed between HADS-D and SDS scores (<i>p</i> = 0.138). The consumption of time for HADS assessment was shorter than that for SAS/SDS assessment (<i>p</i> &lt; 0.001). In addition, a positive correlation of HADS-A score with patients’ global assessment (PGA) (<i>p</i> = 0.022) and fatigue scores (<i>p</i> = 0.028) was discovered, and HADS-D score was positively associated with PGA score (<i>p</i> = 0.019). SAS or SDS score presented less correlation with clinical features of PsA patients, which illuminated that only SAS score was positively associated with duration of psoriasis (<i>p</i> = 0.030). <b><i>Conclusion:</i></b> HADS seems to be a better option for anxiety and depression assessment than SAS/SDS in PsA patients.
DOI: 10.6084/m9.figshare.16674067.v1
title: PatternNet dataset with 12 classes

description: In total, the dataset has 12 classes common to four original datasets. Since the original datasets are gathered and marked by various specialists, a similar scene might be labeled by different names. New uniform names are utilized to represent the classes of every dataset. Rectangular Farmland and Circular Farmland in RESISC45 are consolidated to shape Farm. Airport and Airplane in RESISC45 are consolidated to shape Airfield. Stadium and Ground Track Field in RESISC45 are joined to form Game Space. Finally, Stadium and Playground in AID are consolidated to form Game Space class. Thus, these are just an adjustment in name but not in the included images. The list of new common class names and their corresponding names in the different datasets are:<br>AirfieldHarborBeachDense residentialFarmOverpassForestGame spaceParking spaceRiverSparse residentialStorage tanks<br>