cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21908634.v1
title: all tweets prof cyclists

description:   
On a daily basis over a period of 33 days, from February 21st , 2021 till  March 27th , 2021, data was collected for all professional cyclists; i.e., all riders under contract to a UCI WorldTeam or a UCI ProTeam having a Twitter profile in the period under consideration. Data was collected for 795 Twitter profiles. In addition, the results (CQ points) of all races in that period were collected for those riders. An observation is a cyclist-day. During these 33 days 25,409 observations were collected. The CQ points obtained were collected via the website cq-ranking.com. 
The program NodeXL was used to take a snapshot of relevant data from Twitter for the complete list of cyclists each day at 5 AM. The number of followers, number of follows and total number of favorites per rider were retrieved. In addition, all posted tweets and retweets of the last 24 hours were collected. By collecting these tweets and retweets daily rather than only at the end of the entire period, we minimize the chance of missing a deleted tweet; i.e., all tweets that are not deleted within 24 hours are included in our analysis.
DOI: 10.6084/m9.figshare.25323112.v1
title: <i>Anemone</i> flower image dataset

description: This is an image dataset of <i>Anemone</i> species. The dataset was used to develop and evaluate a tepal arrangement estimation method. The dataset consists of flower images of <i>A. flaccida</i>, <i>A. hepatica</i>, <i>A. x hybrida</i>, <i>A. nikoensis</i>, <i>A.pulsatilla</i>, and <i>A. soyensis</i>. These images were taken at locations in Shiga, Kyoto, Hyogo, Okayama, and Hiroshima prefectures, using an Olympus TG-5 digital camera and a Nikon D5200 SLR camera. All images were recorded in PNG format. The images were normalized to 1,000 × 662 pixels.
DOI: 10.15468/dl.3pg9ec
title: Occurrence Download

description: A dataset containing 3159166525 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 3159166525 records from 72824 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009228-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.21379404.v1
title: Comparing Avg Foraging Time of Birds in an Urban Setting.pages

description: The data set being examined is the raw data collected over two separate days to observe for foraging patterns of birds in an urban region. It was specifically observed which birds were seen above foraging compared to ground foraging and how long each bird set had been foraging for. This raw data was collected and observed through setting up two different kinds of bird feeders on two separate days, one that was on the ground (to observe time for ground foragers) and one that was set up 6ft directly above where the ground feeder was on the first day to observe time spent above foraging. Birds found within the radius of the backyard of study were also observed for behaviours to understand how different birds interact in this sort of environment and how it may affect foraging as well. The meta data depicted here shows the steps involved in retrieving the raw data for replication purposes.
DOI: 10.6084/m9.figshare.23507037.v1
title: Supplementary Material for: Endotyping Difficult-to-Treat Chronic Rhinosinusitis with Nasal Polyps by Structured Histopathology

description: <b><i>Introduction:</i></b> This study aimed to identify the histopathologic characteristics associated with difficult-to-treat chronic rhinosinusitis with nasal polyps (CRSwNPs), enabling physicians to predict the risk of poor outcome after endoscopic sinus surgery (ESS). <b><i>Methods:</i></b> A prospective cohort study performed at the First Affiliated Hospital of Sun Yat-sen University between January 2015 and December 2018 with CRSwNP patients who underwent ESS. Polyp specimens were collected during surgery and were subjected to structured histopathological evaluation. Difficult-to-treat CRSwNPs were determined at 12–15 months post-operation according to the European Position Paper. Multiple logistic regression model was used to assess the association between histopathological parameters and the difficult-to-treat CRSwNP. <b><i>Results:</i></b> Among 174 subjects included in the analysis, 49 (28.2%) were classified with difficult-to-treat CRSwNP, which had higher numbers of total inflammatory cells, tissue eosinophils, and percentages of eosinophil aggregates and Charcot-Leyden crystals (CLC) formation but a lower number of interstitial glands than the nondifficult-to-treat CRSwNP. Inflammatory cell infiltration (adjusted OR: 1.017), tissue eosinophilia (adjusted OR: 1.005), eosinophil aggregation (adjusted OR: 3.536), and CLC formation (adjusted OR: 6.972) were independently associated with the difficult-to-treat outcome. Furthermore, patients with tissue eosinophil aggregation and CLC formation had an increasingly higher likelihood of uncontrolled disease versus those with tissue eosinophilia. <b><i>Conclusion:</i></b> The difficult-to-treat CRSwNP appears to be characterized by increased total inflammatory infiltrates, tissue eosinophilia, eosinophil aggregation, and CLC formation in structured histopathology.
DOI: 10.17632/4hxsj8rw86
title: Scaling laws for mixed-heated stagnant-lid convection and application to Europa

description: Data for figures of Deschamps, F., & Vilella, K., Scaling laws for mixed-heated stagnant-lid convection and application to Europa, submitted to Journal of Geophysical Research Planets
DOI: 10.6084/m9.figshare.757683.v5
title: AvoPlot - graphical plotting tool based on matplotlib

description: Built on top of Python's excellent matplotlib plotting library, AvoPlot is a graphical plotting tool designed for visualising and analysing scientific data. In addition to providing a user-friendly interface to many of the capabilities of matplotlib, it also provides a plug-in framework, allowing users to easily extend its standard feature set to meet their specific requirements. Plug-ins can be written both to import different data sets (e.g. binary data), and to provide analysis tools for working with them (e.g. fitting routines, background subtraction etc.). Full documentation and examples can be found in the source distribution (the .tar.gz files), or on the project home page (see links below). <strong>Latest Version: 14.01</strong> This version features a much improved installer, which fixes the installation issues that some users experienced with the 13.11 release. There is also a 64bit installer available for Windows for this release. More plot editing features have been added including tick label and gridline editing. Behind the scenes, there have been many performance improvements. This release also includes a *very* limited and highly experimental scripting interface (which mimics matplotlib's pylab interface). See the project home page (linked below) for details.
DOI: 10.6084/m9.figshare.16592105.v1
title: Supplementary Material for: Retinal Pigment Epithelium Tears after Anti-Vascular Endothelial Growth Factor Therapy for Neovascular Age-Related Macular Degeneration

description: <b><i>Purpose:</i></b> The aim of this study was to assess the visual prognostic factors of retinal pigment epithelium (RPE) tears and describe their clinical features. <b><i>Methods:</i></b> The medical records of treatment-naive neovascular age-related macular degeneration patients who received intravitreal anti-vascular endothelial growth factor (VEGF) injections were retrospectively reviewed. <b><i>Results:</i></b> The incidence of RPE tears was 1.36% (10 out of 733 eyes). The type of anti-VEGF agent administered did not affect the incidence (<i>p</i> = 0.985). The median best-corrected visual acuity (BCVA) of 10 patients decreased after an RPE tear (0.4–0.6 logarithm of the minimum angle of resolution [logMAR]); however, subsequent injections restored the BCVA to a level similar to that before the RPE tear (0.4 logMAR, <i>p</i> = 0.436). Central macular thickness improved significantly during the study (794.4–491.9 μm, <i>p</i> = 0.013). The final BCVA was positively correlated with the BCVA before and immediately after the RPE tear (<i>p</i> = 0.025 and 0.002, respectively) and was weakly correlated with foveal involvement of the RPE tear (<i>p</i> = 0.061). <b><i>Conclusion:</i></b> The incidence of RPE tears did not differ according to the type of anti-VEGF agent. The final BCVA was proportional to the BCVA before and after RPE tears. Continuous treatment with anti-VEGF after the occurrence of RPE tears can benefit the final visual acuity and macular anatomy.
DOI: 10.17632/j7r4p9mpkb
title: Data for: Physical and Emotional Support of the Neighborhood for Older Adults: A Comparison of the United States and Germany

description: The living environment plays a critical role in healthy aging. As older adults’ physical abilities decrease, they are less likely to compensate for physical barriers and their action radius decreases. Therefore, older adults strongly depend on the neighborhood to meet their needs. In addition to coping with the physical environment, older adults’ fulfillment of emotional needs plays a key role in supporting successful aging in place. Further, historical differences in the built environment in the United States vs. Europe may lead to different expectations of need-fulfillment in different countries. The aim of this study was to shed light on older adults’ (N = 577, ages 70+) living situations and their demands on the neighborhood in two countries, the United States (n = 350) and Germany (n = 227). Differences between countries were more pronounced than differences between age groups or living areas, indicating that cultural influence is a key aspect of needs assessment for neighborhood design. In line with the literature in environmental gerontology, participants’ needs spanned across various dimensions related to the physical, social and psychological environment, which we categorized into global, local, and social needs. As opposed to Americans, Germans had higher expectations of their immediate neighborhood to fulfill their local (e.g., public transportation) and social needs (e.g., family nearby), but countries did not differ regarding global needs such as safety. Our findings suggest that successful aging in place can be supported by a neighborhood that meets people’s needs, but also takes their cultural background into consideration.
DOI: 10.17632/yhhp6wtcy6
title: Data for: Fluid assimilation-fractional crystallization drives heavy zinc isotope enrichment in Himalayan leucogranites: Implications for continental crust differentiation

description: Raw data for all figures in the manuscript "Fluid assimilation-fractional crystallization drives heavy zinc isotope enrichment in Himalayan leucogranites: Implications for continental crust differentiation".
DOI: 10.6084/m9.figshare.3505871.v1
title: Reinforced go/no-go task DATA

description: Includes raw data from the main experiment (SubIDCBexp.mat), raw data from the practice (LOGS_Crockett_Practice.dat), function to transform .dat to .mat file for the practice data (dat2mat.m), function to extract mean and sd from the practice data (CBpracticeMeanSD.m, creates a file named CBpractice_Data, which is included here) and preprocessing script of raw data (ExtractionScriptReinforcedGNG.m) and the processed data for each subject in an excel file (Pav-InsPaper_ReinforcedGoNoGo).<br><br><br>
DOI: 10.17632/3p6bvgb5ys
title: Efficient pre-mRNA cleavage prevents replication stress-associated genome instability. Teloni et al.
DOI: 10.17632/s3jtgf6p5g
title: Detection of BRP3 peptide in human plasma

description: Raw LC-MS data (raw.d files) generated on an Agilent 6470 Triple Quadrupole LC-MS instrument to provide evidence for BRP3 peptide detection in pooled human plasma. Synthesized human BRP3 was used as an authentic standard.
DOI: 10.17632/vfbt267hm9
title: Nail cSCC eSupplemental Table 2

description: Supplemental File of Reconstruction Methods
DOI: 10.6084/m9.figshare.28696358.v1
title: Appendix 1

description: This article looks at the public communication of mayors and their leadership styles beyond city hall. The research takes the public communication of Ahmed Aboutaleb, mayor of Rotterdam, as a qualitative case study, looking at the narratives, roles, and rhetoric over his 12 years in office.Aboutaleb’s public communication on migrant integration, radicalization, and terrorism takes a strong visionary approach that deviates from the non-political and less partisan Dutch way of leadership. Aboutaleb combines this approach with ‘democratic guardianship’, using the law and the constitution as the criteria that decide who does (or doesn’t) belong to Dutch society. His communication style is robust and expressive, while still maintaining a typically Dutch binding-and-bonding approach to leadership. This combination of local leadership styles does not receive much attention in the literature on mayoral and local leadership, which doesn’t go much beyond the often-emphasized dichotomy of non-decisive and process-orientated leaders versus directive and strong expressions of leadership.
DOI: 10.17632/syv5mxvtz7
title: The role of digital leisure in family context with adolescent: a systematic review

description: Database with all the reviewed articles (n=7292) with the exclusion criteria applied for the elaboration of the paper entitled "The role of digital leisure in family context with adolescent: a Systematic Review" according to the PRISMA 2020 Protocol.

- The research questions are:

RQ1. What are the references that have analysed the role of digital leisure in family relationships with adolescent children as the main research objective?
RQ2. What methodology has been used for the study of digital leisure in family relationships with adolescent children?
RQ3. What are the theories underlying the research on digital leisure in family relationships with adolescent children?
RQ4. What are the most relevant results of research on digital leisure in family relationships with adolescent children?

- Information sources: WoS, Scopus, ERIC, APA PsycARTICLE and Sociological abstract (final search 10/01/2022). 

- Exclusion criteria: 

1. Individual actions.
2. Actions without technological mediation.
3. Theoretical contributions, other reviews, and meta-analyses. Moreover, any contribution that is not a scientific article will be rejected.
4. Joint digital leisure actions in regulated environments or interventions from schools or health system for example.

- Inclusion criteria: 

1. The research considers the leisure activity as a joint action between parents or grandparents and adolescents. 
2. The shared activity is significantly mediated by digital technology devices or services 
3. It is a quantitative, qualitative, or mixed research. 
4. The joint action takes place within the family context itself and does not correspond to projects promoted form the school or health centres.   
                                                                                                                                
- Studies included in review n=14.
DOI: 10.17632/dwkh4yfm7f
title: Evaluation of Online Inquiry Competences of Chilean Elementary School Students

description: In 2022, a cross-sectional study was conducted to assess elementary students' online inquiry competences (OCI) within a quasi-realistic context. Our diagnostic framework encompasses a spectrum of information challenges within the natural sciences, stratified by grade level (i.e., 4th, 6th, and 8th grades), question category (i.e., closed-ended, descriptive, causal explanation, verification, prediction, difficulty (i.e., easy, intermediate, difficult), and generalization), and challenge type (i.e., open-ended response and source evaluation). To engage students in the diagnostic process while maintaining control over the information resources accessed during the search sessions, we used the Trivia game [1], powered by the NEURONE ecosystem [2]. Accordingly, both the challenges and the repository of information resources (e.g., web pages, images, and videos) were loaded onto the Trivia platform. This facilitated an experiential learning environment for students, simulating search experiences similar to those provided by contemporary search engines such as Google and Bing.
The diagnostic was administered to 169 students from three public schools and 110 students from a private educational institution within the metropolitan area of Chile. This work presents the resulting dataset, which encompasses behavioral, affective, and cognitive data derived from 1055 search sessions.

REFERENCES
1. González-Ibáñez R, Chourio-Acevedo L, Gacitúa D, Márquez C, Mellado J, Villarreal F, et al. Let’s Play: Toward an Effective Approach to Assess Online Inquiry Competences at School Level. In: 2021 40th International Conference of the Chilean Computer Science Society (SCCC). 2021. p. 1–8.
2. González-Ibáñez R, Gacitúa D, Sormunen E, Kiili C. Neurone: oNlinE inqUiRy experimentatiON systEm. Proc Assoc Inf Sci Technol. 2017;54(1):687–9.
DOI: 10.17632/3t63dm739n
title: COLASE — A CO-N2-He laser kinetics code

description: Title of program: COLASE Catalogue Id: ABVF_v1_0 Nature of problem From a knowledge of the rates of the various kinetic processes which occur in e-beam CO-N2-He gas lasers, the code COLASE predicts the time history or alternatively, the steady state values of the population inversion and hence the gain coefficients and output intensities for all lasing lines which are predicted to be above the lasing threshold. Versions of this program held in the CPC repository in Mendeley Data ABVF_v1_0; COLASE; 10.1016/0010-4655(80)90017-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/zsffy3j9y6
title: ITC-Net-MingledApp: A comprehensive dataset of mixed mobile application traffic for robust network traffic classification, domain adaptation, and generalization in diverse environments - Iraq Dataset

description: This repository is part of the ITC-NetMingledApp dataset, which includes network traffic data from 36 Android applications, with each capture featuring concurrent traffic from multiple applications and smartphones.
This repository contains data related to the Iraq-Baghdad scenario and contain traffic data from 23 Android applications. Each capture is stored in a compressed file containing the relevant PCAP files of the associated applications. 
The PCAP files are named according to a convention: {TimeStamp}_{Application Name}{Download-Upload Speed}.pcap
DOI: 10.17632/n3xr8nmggd
title: Morphospace analysis for lingulid brachiopods through the Phanerozoic. Liang et al.

description: Original and unprocessed data
DOI: 10.17632/pjgtkhmgr5
title: Increasing livestock grazing intensity reduces soil organic carbon and infiltration capacity in Miombo woodlands of Tanzania.

description: The intensity of livestock grazing has been increasing in Miombo woodlands as a result of rising livestock numbers and limited grazing resources in alternative vegetation types. This study investigated the effect of light, medium, and high grazing intensities (GI) on soil organic carbon (SOC) and field-saturated soil hydraulic conductivity (Kfs) across nine Miombo woodlands spanning three districts in Tanzania with diverse climates and landforms. We hypothesize that high grazing intensities will negatively affect SOC and soil infiltration capacity. Grazing intensities were classified using two methods; stocking rate method based on official livestock population records and scoring method based on field observations. Data for this study was collected from nine Miombo woodlands found in villages performing livestock grazing in Miombo woodlands of Tanzania. We collected 188 soil samples for SOC and Bulk Density (BD) determination and 117 sample plots for soil infiltration measurements. Our results indicate that medium and high grazing intensities substantially reduced SOC content and Kfs compared to light grazing intensity. These findings suggest that Miombo woodland soil is degraded under medium and high grazing intensities. Efforts should be directed towards promoting management practices that reduce the number and frequency of livestock grazing in Miombo woodlands for biodiversity and water conservation.
DOI: 10.17632/9k52rxs3ys
title: Interview responses on the perspectives of healthcare workers on the risk factors for comorbidities among HIV/AIDS outpatients in Meru County, Kenya

description: Interview responses from clinical providers and community health promoters serving HIV/AIDS outpatients in Meru County on the reasons for the high prevalence of comorbidities among their patients
DOI: 10.6084/m9.figshare.26055985.v1
title: The Impact of Bonding with Companion Animals on Quality of Life: The Mediating Effect of Depression and the Moderated Mediating Effect of Attachment to Companion Animals

description: This study examines the impact of bonding with companion animals on quality of life, focusing on the mediating role of depression and the moderated mediating effect of pet attachment. Data from 396 pet owners showed that strong pet bonds enhance quality of life by reducing depressive symptoms. High pet attachment mitigates depression's negative effects, highlighting pets' protective role in mental health. The findings support pet-assisted therapy and responsible pet ownership, suggesting companion animals be included in mental health strategies to improve overall well-being.
DOI: 10.6084/m9.figshare.24145227.v1
title: Retirement Resources Data.xlsx

description: RETIREMENT RESOURCES DATA
DOI: 10.17632/zdhtrs3yjf
title: An image processing approach for fatigue crack identification in cellulose acetate replicas - research data

description: The data set contains the original microscopic images of cellulose acetate replicas, images showing steps of a detection algorithm, and final results of cracks identification.
DOI: 10.17632/f59mfcsm9j
title: Performance Evaluation of ChatGPT-4o in Dermatological Diagnoses Across Fitzpatrick Skin Types: Supplementary Data

description: Supplementary Table 1a: Top 3 differential metrics across lesion and Fitzpatrick Skin Types (FSTs) as determined by ChatGPT-4o. 1b: Performance metrics for lesion classification as benign vs malignant within the top 1 and 3 differential diagnoses
DOI: 10.6084/m9.figshare.25679787.v1
title: w3c validation results

description: w3c validation results
DOI: 10.5061/dryad.7tg41
title: Data from: Characterising a hybrid zone between a cryptic species pair of freshwater snails
DOI: 10.17632/7fpccm8y9j
title: Semi-regular Interpolatory RBF-based Subdivision Schemes

description: We present a MATLAB function to compute the subdivision matrices of semi-regular univariate interpolatory RBF-based binary subdivision schemes. The construction is the adaptation of the one presented in "Stationary binary subdivision schemes using radial basis function interpolation", B.-G. Lee, Y. J. Lee, J. Yoon (Adv. Comput. Math, 2006) and "Analysis of stationary subdivision schemes for curve design based on radial basis function interpolation", Y. J. Lee, J. Yoon (Appl. Math. Comput., 2010), to the semi-regular case, i.e. when the starting mesh is formed by two different uniform mesh that meet eachother at 0. The main function, RBFs_semi.m, given the stepsizes of the two uniform mesh, the family of radial basis function, the number of points used for the local computation, the required polynomial reproduction and, eventually, further parameters, determines the subdivision matrix of the scheme in the form of the regular mask on the left, the regular mask on the right and the irregular part of the matrix around 0. The supported families of RBFs are (inverse) multi-quadric, Gaussian, Wendland's functions, Wu's functions, Buhmann's functions, polyharmonic functions and Euclid's hat functions (see e.g. "Meshfree approximation methods with MATLAB", G. E. Fasshauer). For further information about how to choose the parameters for each family see the files in the Aux folder.