cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27368385.v1
title: <b>DATA SET </b>(Investigating the Efficacy of Fish-Assisted Activity on College Students’ Mental Health 2024)

description: This is a dataset acquired and analyzed during the study entitled "Investigating the Efficacy of Fish-Assisted Activity on College Students' Mental Health". It includes the total scores of participants on state anxiety, mindfulness, positive and negative affect schedule across three treatment conditions: visual, tactile, and a combination of both.
DOI: 10.17632/kcx3p969bn
title: Journal of Methodology of Social Sciences and Humanities ; No.71

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles.
DOI: 10.6084/m9.figshare.1348793.v1
title: Nature Communications - Constructing Minimal Models for Complex Network Dynamics

description: <strong>Supplementary Software for Nature Communications - Constructing minimal models for complex system dynamics.</strong> <strong>Supplementary Software 1</strong> - reverse engineering sub-cellular dynamics: reproduces all data of Fig. 3 and related supplementary figures. <strong>Supplementary Software 2</strong> - reverse engineering human dynamics: reproduces all data of Fig. 4 and related supplementary figures.
DOI: 10.6084/m9.figshare.7924934.v2
title: DMC_DEMO.R

description: To quantify sampling coverage, we developed a box-counting method, the Dynamic Match Coefficient (DMC), which quantifies how much a set of occurrences of a given species matches with its geographic range or climatic niche. DMC is the area under the curve measuring the match between occurrence data and background reference (geographic range or climatic niche) across grids with variable resolution. High DMC values indicate good sampling coverage.<br>Here we provide the R code for DMC calculation with an application example.Range.dbf contains xy coordinates of occurrences of a example species. Plots.dbf contains xy coordinates of vegetation plots where the given example species occurres in.
DOI: 10.17632/33c5j3jjt9
title: Prevalence and Risk Factors for Chlamydia trachomatis Infection among Women in Southwest Algeria

description: Prevalence and Risk Factors for Chlamydia trachomatis Infection among Women in Southwest Algeria
DOI: 10.6084/m9.figshare.16763947.v1
title: Supplementary Material for: Functional analysis of SCN5A genetic variants associated with Brugada syndrome

description: Medicine
DOI: 10.6084/m9.figshare.22047245.v1
title: The second part of the dataset HKDD_AMC36 of paper "Towards Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification".

description: <strong>https://github.com/yexijoe/HKDD</strong> <br> <strong>@ARTICLE{10042021,</strong> <strong> author={Zheng, Shilian and Zhou, Xiaoyu and Zhang, Luxin and Qi, Peihan and Qiu, Kunfeng and Zhu, Jiawei and Yang, Xiaoniu},</strong> <strong> journal={IEEE Transactions on Cognitive Communications and Networking}, </strong> <strong> title={Towards Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification}, </strong> <strong> year={2023},</strong> <strong> volume={},</strong> <strong> number={},</strong> <strong> pages={1-1},</strong> <strong> doi={10.1109/TCCN.2023.3243899}}</strong> <br> Here we publish the second part of the dataset HKDD_AMC36 used in the paper "<strong>Towards Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification</strong>". Automatic modulation classification (AMC) can generally be divided into knowledge-based methods and data-driven methods. In this paper, we explore combining the knowledgebased method and data-driven technology to take full advantage of both and propose a hybrid knowledge and data-driven deep learning framework (HKDD) for AMC. To make the handcrafted features more discriminative, various traditional features are adopted, including instantaneous features, statistical features, and spectral features. In the HKDD framework, a feature fusion mechanism is proposed to integrate the features learned from the original signal with those processed by a fully connected network from the handcrafted features. Besides, an attention mechanism is implemented on the fused features to neglect immature features and highlight important features. To evaluate the performance of the proposed method, we construct two modulation classification datasets containing both traditional features and raw IQ data. Simulation results show that our proposed method has significant performance gain in both adequate-sample classification scenario and few-shot classification scenario.
DOI: 10.6084/m9.figshare.26946412.v1
title: <b>Trans and non-binary Latin American migrants in London: An intersectional analysis of migration and psychological well-being</b> Summaries, codes, and themes

description: These are the summaries of the interviews and the preliminary codes and themes that were created for this project.
DOI: 10.6084/m9.figshare.3522059.v1
title: Appendix A. Host plant, pathogen, and AM fungus species included in meta-analyses of plant, pathogen, and AM fungus growth and list of data sources.

description: Host plant, pathogen, and AM fungus species included in meta-analyses of plant, pathogen, and AM fungus growth and list of data sources.
DOI: 10.17632/925cgy8bfk
title: Evaluating Financial Inclusion through PMJDY

description: Jan Dhan Yojana (PMJDY ) which was started in the year 2014. The main aim is to make sure that common reach to bank 
services with at least one primary bank account per household. With the offering of zero-balance accounts, PMJDY made 
banking reach even the most backward sections of society: people living in village areas and having low incomes. The scheme is 
significant in terms of bringing millions into the formal banking system, who were earlier financially excluded. Moreover, the 
PMJDY has facilitated the use of government subsidies and benefits that can be deposited directly into the accounts of intended 
beneficiaries, thus reducing leakages and ensuring that the intended recipients have availed the support entitled to them. The 
scheme also propagates a move toward digital payments with the end goal of making people financially literate enough to 
become more inclusive toward participating in the economy. The research has been conducted and tries to discover the success 
rate and awareness level of the inclusion process in Barachh Village, situated in the Shahdol district. The study has collected 
both primary and secondary data concerning the bank accounts opened under the scheme. The financial inclusion process of 
PMJDY and its socio-economic backgrounds are linked through the use of percentage and graphical methods.
DOI: 10.6084/m9.figshare.7550801.v2
title: antigenicity classification of conformational epitopes

description: Data Citation 12---Antigenicity classification of conformational epitopes
DOI: 10.6084/m9.figshare.25649616.v1
title: The fasta sequences for fungi

description: The fasta sequences for fungi
DOI: 10.17632/5hzwnr448r
title: DATASET COLLECTION ON THE RELATIONSHIP OF LEARNING MODELS FOR 21st-CENTURY CITIZENSHIP SKILL DEVELOPMENT

description: this data set is presented to explore the relationship of learning models to the development of 21st century citizenship skills. the variables are the level of understanding of learning models, ability in developing learning models, the relevance of learning models to the development of 21st century citizenship skills, the contribution of learning models to the development of critical thinking skills, contributions learning models to develop collaborative skills, the contribution of learning models to the development of communication skills, the contribution of learning models to the development of creative skills, the relevance of learning models to the development of aspects of spiritual attitudes, the relevance of learning models to the development of aspects of social attitudes, the relevance of learning models to the development of aspects of knowledge, relevance learning model for the development of aspects of factual knowledge, the relevance of the following learning models for development aspects of knowledge, the relevance of learning models to the development of aspects of procedural knowledge, the relevance of learning models to the development of aspects of metacognition knowledge.
DOI: 10.6084/m9.figshare.25393243.v1
title: Szafranskia beskidensis, phylogenetic dataset

description: Alignment.
DOI: 10.6084/m9.figshare.25844296.v1
title: Untitled Item

description: <pre>This dataset is collected from Beibei, an e-commerce platform in China. This dataset contains 21,716 users and 7,977 items with three types of behaviors, including view, cart, and buy within the period from 2017/06/01 to 2017/06/30.</pre>
DOI: 10.17632/5ppw96s76x
title: Supplementary Material for "Clinical and microbiological characteristics of Reactive Infectious Mucocutaneous Eruption:  a case series of five patients."

description: Supplementary Fig 1: Picture of genital lesions in a patient diagnosed with RIME
Supplementary Fig 2: Picture of the skin lesions in a patient diagnosed with RIME
DOI: 10.6084/m9.figshare.26940034.v1
title: Raw Data

description: <br><b>Schoolchildren's</b><b> dietary pattern using the NOVA classification system: its association with excess weight and sociodemographic factor</b><b>s</b>
DOI: 10.17632/49v8576hzd
title: Data for Léger et al., 2024 (JEB)

description: Enzymatic activities for three insect species measured at 6 different temperatures
DOI: 10.17632/4knskwdmpj
title: Data for: Commentary on 'Evaluating methods for measuring daily walking to public transport: Balancing accuracy and data availability'

description: Data aggregated from published 2011 Census: Special Workplace Statistics Table WU03BEW Persons in England and Wales (16+, employees and self-employed) by mode of travel to work, 2011 Shows proportion of persons (by mode of travel to work) removed from analysis at different cell suppression levels Source data: Office for National Statistics, 2011 Census: Special Workplace Statistics (United Kingdom) [computer file]. UK Data Service Census Support. Downloaded from: https://wicid.ukdataservice.ac.uk
DOI: 10.17632/d5jnvgbny9
title: Human staff and production system interaction: the use case of internal logistics systems based on autonomous guided vehicles dataset

description: File dataframes_3s_*.csv:
 0 - start timestamp
 1 - end timestamp
 2 - activity ID 
 3 - device body location ID
 4 - subject ID
 [5 - 304] accelerometer X (300 readings - 3 seconds, 100Hz)
 [305 - 604] accelerometer Y (300 readings - 3 seconds, 100Hz)
 [605 - 904] accelerometer Z (300 readings - 3 seconds, 100Hz)
 [905 - 1204] gyroscope X (300 readings - 3 seconds, 100Hz)
 [1205 - 1504] gyroscope Y (300 readings - 3 seconds, 100Hz)
 [1505 - 1804] gyroscope Z (300 readings - 3 seconds, 100Hz)

File aggregates_*.csv:
 0 - RegisteredTimestamp 
 1 - AggregateID
 2 - AggregateEventID 
 3 - MapID 
 4 - SubjectID

Activity IDs:
 1 - Stand (Standing still).
 2 - Sit (Sitting still).
 3 - Talk-sit (Talking with hand movements while sitting).
 4 - Talk-stand (Talking with hand movements while standing or walking).
 5 - Stand-sit (Repeatedly standing up and sitting down).
 6 - Lay (Laying still).
 7 - Lay-stand (Repeatedly standing up and laying down).
 8 - Pick (Picking up an object from the floor).
 9 - Jump (Jumping repeatedly).
 10 - Push-up (Performing full push-ups).
 11 - Sit-up (Performing sit-ups).
 12 - Walk (Walking at a moderate pace).
 13 - Walk-backward (Walking backward).
 14 - Walk-circle (Walking along a circular path).
 15 - Run (Running at a moderate pace).
 16 - Stair-up (Ascending on a set of stairs).
 17 - Stair-down (Descending from a set of stairs).
 18 - Table-tennis (Playing table tennis).

Body locations IDs:
 1 - Left wrist (A device is worn on the left-hand wrist).
 2 - Right wrist (A device is worn on the right-hand wrist).

Aggregate Event IDs:
 1 - Start (Start of the aggregate)
 2 - Stop (Stop of the aggregate)

Map IDs:
 1 - Default (The default working map)
DOI: 10.17632/z6s7vb8d77
title: Raw immunoblotting images from the article titled "KRAS G12D-driven pentose phosphate pathway remodeling imparts a targetable vulnerability synergizing with MRTX1133 for durable remissions in PDAC"

description: This data consists of raw immunoblotting images from the article titled "KRAS G12D-driven pentose phosphate pathway remodeling imparts a targetable vulnerability synergizing with MRTX1133 for durable remissions in PDAC". The KRAS-G12D inhibitor MRTX1133 shows the potential to revolutionize the treatment paradigm for pancreatic ductal adenocarcinoma (PDAC), yet presents challenges. In this article, we indicate that KRAS-G12D remodels pentose phosphate pathway (PPP)-dominant central carbon metabolism pattern, facilitating malignant progression and resistance to MRTX1133 in PDAC. Mechanistically, KRAS-G12D drives excessive degradation of p53 and G6PD-mediated PPP reprogramming through Rb/E2F1/p53 axis-regulated feedback loops that amplify UBE2T transcription. Genetic ablation or pharmacological inhibition of UBE2T significantly suppresses PDAC progression and potentiates MRTX1133 efficacy. Leveraging structure advantages of the UBE2T inhibitor PGG, we develop a self-assembling nano co-delivery system with F-127, PGG, and MRTX1133. This system enhances the efficacy of PGG and MRTX1133, achieving durable remissions (85% overall response rate) and long-term survival (100% progression-free survival) in patient-derived xenografts and spontaneous PDAC mice. This study reveals the role of KRAS-G12D-prefered PPP reprogramming in MRTX1133 resistance and propose a potentially therapeutic strategy for KRASG12D-mutated PDAC.
DOI: 10.17632/kfzyfrfc7m
title: Mendeley Supplemental Figure 1

description: Supplemental material for reviewers only. Comparison of reduced Psoriasis Area Severity Index (PASI) scores with ixekizumab monoclonal antibody monotherapy, secukinumab monoclonal antibody monotherapy, and tofacitinib combination therapy at various time points.
DOI: 10.6084/m9.figshare.24563119.v4
title: Taxonomic revision of fleshy species of <i>Hydnellum</i>, <i>Neosarcodon </i>and <i>Sarcodon </i>(<i>Thelephorales</i>) from Australasia

description: Stipitate <i>Thelephorales </i>are basidiomycetous, mostly hydnoid, ectomycorrhizal fungi. Some species have declined considerably and some are threat-listed as vulnerable or endangered. These ecological concerns require a well-resolved taxonomy to understand diversity in this group of fungi and facilitate conservation. However, phylogenetic studies have mostly neglected Southern Hemisphere representatives. This study examines the fleshy species of stipitate <i>Thelephorales </i>from native forests in Australia and New Zealand, using morphological analyses and phylogenetic analyses of nuc rDNA ITS1-5.8S-ITS2 (ITS barcode) and D1–D2 domains at the 5’ end of nuc 28S rDNA (28S) sequences amplified from DNA isolated from fungarium collections and environmental DNA (eDNA) sequences from the Australian Microbiome Initiative. Five new species, <i>Sarcodon </i><i>austrofibulatus</i>, <i>Hydnellum </i><i>gatesiae</i>, <i>H. nothofagacearum</i>, <i>H. pseudoioeides</i>, and <i>H. variisporum</i>, are described, <i>Sarcodon carbonarius</i> is transferred to <i>Neosarcodon</i>, and a key is provided for the six named species in the region. <i>Boletopsis </i>and <i>Neosarcodon </i>are reported from Australia for the first time based on detections from eDNA in soil samples taken from native forests. The Australasian species of <i>Hydnellum </i>occupy a highly derived position with the phylogeny of the genus, the members of which are otherwise all from the Northern Hemisphere, suggestive of a long distance dispersal origin for the Australasian species.
DOI: 10.17632/t2phwr39xf
title: Waheed et al., 2023 PNAS Data

description: HIV-1 assembly occurs at the inner leaflet of the plasma membrane in highly ordered membrane microdomains. The size and stability of membrane microdomains is regulated by activity of the sphingomyelin hydrolase neutral sphingomyelinase 2 (nSMase2) that is localized primarily to the inner leaflet of the plasma membrane. In this study, we demonstrate that pharmacological inhibition or depletion of nSMase2 in HIV-1-producer cells results in a block in the processing of the major viral structural polyprotein Gag and the production of morphologically aberrant, immature HIV-1 particles with severely impaired infectivity. We find that disruption of nSMase2 also severely inhibits the maturation and infectivity of other primate lentiviruses HIV-2 and simian immunodeficiency virus, has a modest or no effect on non-primate lentiviruses equine infectious anemia virus and feline immunodeficiency virus, and no effect on the gammaretrovirus murine leukemia virus. These studies demonstrate a key role for nSMase2 in HIV-1 particle morphogenesis and maturation.
DOI: 10.6084/m9.figshare.12949754.v2
title: IJGIS-2019-0251-R1_Data

description: Data and codes used in the experiments conducted for the Manuscript (ID IJGIS-2019-0251) entitled "A method for finding least-cost corridors with reduced distortion in raster space"submitted to IJGIS.
DOI: 10.6084/m9.figshare.14994270.v1
title: Effects of dental factors on fungal sinusitis

description: data of 3 groups of patients
DOI: 10.6084/m9.figshare.19991870.v1
title: Unigram Dictionary

description: Dictionary of far-right term unigrams for text analysis.
DOI: 10.6084/m9.figshare.23659578.v1
title: Tri-axial accelerometer data of European pied flycatcher (<em>Ficedula hypoleuca</em>) with seven behaviour types annotations

description: The tri-axial accelerometer (ACC) datasets from European pied flycatcher (<em>Ficedula hypoleuca</em>) was measured at 100 Hz. Sixty-four tri-axial measurements, totalling 0.64 seconds, were used to form a behaviour segment. The dataset includes 2707 segments each forming a row in the dataset. Each row contains 193 columns. The first 192 columns are ACC measurements from three orthogonal axes, arranged as x, y, z, x, y, z, ...,x, y, z. The final column is of type character containing the corresponding behaviour, including: bill wiping, flying, food shaking, perching, preening, swallowing, and other. The dataset was first used in a journal publication entitled "Accelerometer sampling requirements for animal behaviour classification and estimation of energy expenditure" (https://doi.org/10.1186/s40317-023-00339-w).
DOI: 10.17632/2vd5kjd23h
title: original images of western blotting

description: original images of western blotting
DOI: 10.17632/g88h8vz9kg
title: A brief dataset highlighting online learning test scores of Bangladeshi high-school students

description: Purposive sampling was the method we chose to collect the data. We obtained information from two after-school coaching programs that voluntarily provided their online learning data to us in 2020 during the pandemic.
Batches of 45 and 75 students each were used to organize the data, which were then combined to create a single dataset with 399 entries. Two phases of collection took place: on January 17, 2023, and on February 12, 2023. The initial data recording was done using Google Learning Management System's Google Classroom. The data was then exported to local storage by the classroom faculties and then passed onto the researchers.
Excel was used to organize the data, with rows representing individual students and columns representing different topics. The dataset, which consists of four mock tests and sixteen physics topics, was gathered from grade 10 physics instructors and students. Every pupil was given a unique ID to protect their privacy,
resulting in 399 distinct entries overall. 
The coaching institution standardized the dataset to score it out of 100 for consistency. It is important to note that for students who did not take the majority of the exams, the institutions did not gather or transmit missing data. The dataset displays a spread with a standard deviation of 20.5 and an average score of 69.547.
DOI: 10.17632/nsv4tgvrbj
title: Data for: Age-dependent efficacy of subthalamic nucleus deep brain stimulation in young- and late-onset Parkinson's disease based on a 10-year follow-up

description: This raw data was used statistically in this paper.
DOI: 10.17632/sfbbjrvktj
title: Simulating water dynamics in a thick vadose zone implications for groundwater recharge in the North China Plain

description: This dataset was used to generate figures and tables for the paper entited ”Simulating water dynamics in a thick vadose zone: implications for groundwater recharge in the North China Plain“
DOI: 10.6084/m9.figshare.14208332.v1
title: labeled_data.csv

description: The labeled author profiles on Google Scholar. The value=1 means the profile is reliable, while value=0 means it is mis-configured.
DOI: 10.6084/m9.figshare.19799179.v1
title: DATA PERIPHERAL ARTERIAL DISEASE IN CHILDREN WITH NEPHROTIC SYNDROME (AKINYOSOYE GBENGA).xlsx

description: Data of 100 nephrotic syndrome recruited consecutively. Prevalence of PAD sought in them and age, sex and social class matched controls