cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25381/cput.14611452.v1
title: An evaluation of the use of social media in the enhancement of stakeholder engagement in a public institution.

description: This study investigates the use of social media for public engagement purposes by South Africa’s parliament. While the use of social media by corporations and individuals for business and activism purposes has received an extensive scholarship, there remains a gap when it comes to an understanding of its uses by arms of the state in promoting public engagement. Therefore, this study becomes one of the seminal works on how South Africa’s state components are appropriating social media for public engagement purposes. This qualitative study used a Twitter sample of six months between November 2018 and April 2019 to understand this developing trend. Critically, this qualitative study sought to understand three things: the uses, effect, and nature of public engagement mediated via South Africa’s parliament Twitter handle. The researcher sought to test the effect, if at all, of integrating social media by the parliament in its public engagement exercise. The preferred design for this study was netnography as it allowed the researcher to harvest social media data with no ethical dilemmas. Social media handles of public officials and governments are considered public property; hence the researcher was within the acceptable norms by harvesting data for this study. Public relations’ stakeholder models were employed as preferred theoretical lenses. The study found that there existed some inconsistency with regards to messaging when it comes to the use of social media. This inconsistency was further bolstered by the fact that the parliament, though using interactive technology, still operated in a top-down monologue approach as there was no engagement in the real sense. The parliament Twitter handle acts in the same way traditional television or newspaper operated by passing information without necessarily engaging with the audience.
DOI: 10.17632/4t8vs4dr4v
title: Visual Lip Reading Dataset in Turkish

description: This dataset consists of words and phrases commonly used in Turkish, “merhaba” (hello), “selam” (hi), “başla” (start), “bitir” (finish), “günaydın” (good morning), “teşekkür ederim” (thank you), “hoş geldiniz” (welcome), “görüşmek üzere” (see you), “özür dilerim” (sorry) and “afiyet olsun” (enjoy your meal). The dataset contains a total of 2335 instances from different resources like Turkish series, movies, songs, and vlogs. Care was taken to ensure that the word groups were evenly distributed in the dataset. 

The collected full dataset contains 225 samples for the word "basla", 244 for "bitir", 268 for "merhaba", 232 for "gunaydin", 235 for "selam", 226 for "hosgeldiniz", 209 for "ozurdilerim", 224 for "gorusmekuzere", 235 for "afiyetolsun" and 237 for "tesekkurederim".

The sample dataset directory contains one instance for each class.
DOI: 10.17632/994227m9zy
title: Characteristics, treatment patterns, healthcare resource utilization and costs in patients with bullous pemphigoid: A retrospective analysis of US health insurance claims data

description: Supplementary material
DOI: 10.6084/m9.figshare.13242435.v1
title: Gaining Outlier Resistance with Progressive Quantiles: Fast Algorithms and Theoretical Studies

description: Outliers widely occur in big-data applications and may severely affect statistical estimation and inference. In this paper, a framework of outlier-resistant estimation is introduced to robustify an arbitrarily given loss function. It has a close connection to the method of trimming and includes explicit outlyingness parameters for all samples, which in turn facilitates computation, theory, and parameter tuning. To tackle the issues of nonconvexity and nonsmoothness, we develop scalable algorithms with implementation ease and guaranteed fast convergence. In particular, a new technique is proposed to alleviate the requirement on the starting point such that on regular datasets, the number of data resamplings can be substantially reduced. Based on combined statistical and computational treatments, we are able to perform nonasymptotic analysis beyond M-estimation. The obtained resistant estimators, though not necessarily globally or even locally optimal, enjoy minimax rate optimality in both low dimensions and high dimensions. Experiments in regression, classification, and neural networks show excellent performance of the proposed methodology at the occurrence of gross outliers.
DOI: 10.6084/m9.figshare.7579937.v1
title: Why the World Reads Wikipedia

description: This project contains data for the paper: <br><i><br></i>Lemmerich, Florian, Diego Sáez-Trumper, Robert West, and Leila Zia. "Why the World Reads Wikipedia: Beyond English Speakers." <i>Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining (WSDM)</i>. ACM, 2019.<br>From the abstract:<br>As one of the Web's primary multilingual knowledge sources, Wikipedia is read by millions of people across the globe every day. Despite this global readership, little is known about why users read Wikipedia's various language editions. To bridge this gap, we conduct a comparative study by combining a large-scale survey of Wikipedia readers across 14 language editions with a log-based analysis of user activity. We proceed in three steps. First, we analyze the survey results to compare the prevalence of Wikipedia use cases across languages, discovering commonalities, but also substantial differences, among Wikipedia languages with respect to their usage. Second, we match survey responses to the respondents' traces in Wikipedia's server logs to characterize behavioral patterns associated with specific use cases, finding that distinctive patterns consistently mark certain use cases across language editions. Third, we show that certain Wikipedia use cases are more common in countries with certain socio-economic characteristics; e.g., in-depth reading of Wikipedia articles is substantially more common in countries with a low Human Development Index. These findings advance our understanding of reader motivations and behaviors across Wikipedia languages and have implications for Wikipedia editors and developers of Wikipedia and other Web technologies. <br>The data is described in the README as well as here on this meta page.<br><br>For more information, see the:* wiki page* blogpost* paper
DOI: 10.17632/34bhbrt887
title: A GLIMPSE INTO AFGHANISTAN THROUGH SYED MUJTABA ALI’S ‘DESHE BIDESHE’: AN INDIAN VOYAGER'S INSIGHTFUL LENS

description: Abstract: Syed Mujtaba Ali's Deshe Bideshe, first released in 1948, is a well acclaimed travel narrative that chronicles his encounters in Afghanistan from 1927 to 1929. In this reading, I will focus on the unique characteristic that differentiates it from the conventional travel literature of the era generated via the colonial interaction. Mujtaba Ali's firsthand encounter with colonialism in India, along with his deep understanding of history, endows him with a unique ability to provide insights into Afghanistan's social and cultural metamorphosis at a certain era. The depiction of the Afghan identity in the face of foreign colonial forces and internal turmoil is both stimulating and demanding, since it does not seek to demystify or categorise like colonial works that strive to understand the Oriental. The individual's colonised awareness finds a reason to rejoice in the autonomous Afghan, enabling us to examine his work as a postcolonial piece of literature. Justine D. Edwards and Rune Graulund argue that postcolonial travel writing challenges both the authority of colonial powers in shaping reality and the connection between travel and dominance. They assert this in their book "Postcolonial Travel Writing: Critical Explorations" (3). Hence, although Robert Byron's travelogue "The Road to Oxiana" (1937), which was written a few years after Ali's visit, presents Afghanistan as a historical artefact in need of British safeguarding, an account of Afghanistan by a colonised Indian criticises the connection between travel and domination and aims to foster a dialogue between southern regions, driven by the aspiration for regional cooperation.
DOI: 10.17632/swnbym4ty5
title: The temperature of the refrigerator

description: The datas originate from our study
DOI: 10.6084/m9.figshare.14854161.v2
title: Supplementary Material-Detail Enhancement Algorithm for Microscopy Images of Diatom Based on Multi-exposure Image Fusion.

description: The multi-exposure image fusion results of five "Aqualitas" image data sets. Multi-exposure microscopy images are fused for detail enhancement. <br>
DOI: 10.17632/32gcjgxvbs
title: Data for: Factors in the sea ports-of-entry and road ports-of-entry cross-border logistics route choice

description: Appendix A. Table. The transportation time, distance, cost and ratio of toll roads Appendix B. Table. The freight sharing rate of highway, railway and water transportation Appendix C. Table. Port type, connectivity and scale Appendix D. Table. The export amount of the city of origin
DOI: 10.17632/hm8g4ysrym
title: Magnetic parameters of the surface sediments from the Pearl River Estuary, China

description: Magnetic parameters (χlf, SIRM, HIRM, XARM, XARM/SIRM, S-300) of the surface sediments from the Pearl River Estuary, China
DOI: 10.17632/9j52mtm737
title: Data For: Optimization of the Stochastic Home Health Care Routing and Scheduling Problem with Multiple Hard Time Windows

description: The test instances have been randomly generated using the benchmark instances from Mankowska et al. (2014).  Two sets of instances are generated: single time window STW and multiple time windows MTW, each one contains 3 subsets with different sizes.
DOI: 10.17632/9zr6sgnph5
title: Alleviating UV-induced photoaging with oral hyaluronic acid: insights from a hairless mouse model

description: The dataset comprises comprehensive lipidomic profiles obtained from skin and plasma samples of hairless mice subjected to UV-induced photoaging and treated with oral hyaluronic acid (HA). Lipid extracts were analyzed using high-resolution mass spectrometry to quantify alterations in lipid composition across experimental groups. The dataset includes key lipid classes such as ceramides, sphingomyelins, phospholipids, and free fatty acids, providing insights into the protective effects of HA against UV-induced lipid perturbations. Data preprocessing involved normalization and statistical analysis to identify significant changes associated with HA supplementation.
DOI: 10.17632/bdvfj9btd8
title: Data for: Improved modelling and critical analysis of future electrification pathways: the case of Tanzania

description: Supplementary material accompanying the paper: Improved modelling and critical analysis of future electrification pathways: the case of Tanzania Matteo V. Rocco, Elena Fumagalli, Chiara Vigone, Ambrogio Miserocchi, Emanuela Colombo Department of Energy, Politecnico di Milano Copernicus Institute of Sustainable Development, Utrecht University Corresponding author: Via Lambruschini 4, 21056 Milan, Italy. E-mail: matteovincenzo.rocco@polimi.it
DOI: 10.6084/m9.figshare.21300198.v1
title: Underlying datasets (Fig. 6) for Publication "Bioprinted 3D Outer Retina Barrier Uncovers RPE-dependent Choroidal Phenotype in Advanced Macular Degeneration" in Nature Methods

description: Raw data files and underlying datasets (Fig.6) that are linked to the accepted Nature Methods Paper: Bioprinted 3D Outer Retina Barrier Uncovers RPE-dependent Choroidal Phenotype in Advanced Macular Degeneration
DOI: 10.17632/6yp9csd9wn
title: Media Coverage of Organ Donor Trafficking in Hürriyet (1954-2024)
DOI: 10.17632/g76gstcyzh
title: Supplementary data of "Regulatory mechanism of plnC of Lactiplantibacillus plantarum on Plantaricin biosynthesis"

description: The Supplementary charts and the DEPs information of proteomics.
DOI: 10.6084/m9.figshare.25213781.v1
title: Datasets contributed to the Brain Image Library by technique and species (Figure 5) from The Brain Image Library: A Community-Contributed Microscopy Resource for Neuroscientists

description: This dataset contains the R script and CSV file needed to recreate Figure 5 from The Brain Image Library: A Community-Contributed Microscopy Resource for Neuroscientists. There, we introduce the Brain Image Library (BIL), a public resource serving the neuroscience community that provides a persistent centralized repository for brain microscopy data. BIL currently holds thousands of brain datasets and provides an integrated analysis ecosystem, allowing for exploration, visualization, and data access without the need to download, thus encouraging scientific discovery and data reuse.<br>
DOI: 10.6084/m9.figshare.26304481.v1
title: Serial histology of 2 male and 2 female fetal human hearts

description: Four sections each of two male hearts at 8.7 (HEF_DN_F0000406) or 11.9 (HEF_DN_F0000399) post-conceptional weeks (pcw), respectively.Five sections each of two female hearts at 9.7 (HEF_DN_F0000409) or 10.9 (HEF_DN_F0000408) pcw, respectively.
DOI: 10.6084/m9.figshare.3543932.v1
title: Appendix A. List of plant functional traits considered in this study with their surrogate functions.

description: List of plant functional traits considered in this study with their surrogate functions.
DOI: 10.17632/36jwtxtg2f
title: Supplementary files for the article "Autologous Free Nail Unit Transplantation for Improving Nail Unit Deformities or Loss Caused by Nail Matrix and Nail Bed Injuries: A Case Series and Literature Review"

description: Pengfei Wen✝, Simin He✝, HongJie Liu，Siliang Xue*
*Corresponding author 
✝Authors Pengfei Wen and Simin He contributed equally to this work and share first authorship.
Department of Dermatology, West China Hospital, Sichuanc University, 610041
Supplementary Figure 1 shows the surgical procedure. 
Supplementary Figures 2, 3, and 4 are the pre-operative and post-operative comparison diagrams of Patients 2, 3, and 4. 
Videos 1 and 2 are the videos of the surgical procedure.
DOI: 10.17632/ckrvmzbwh8
title: LINF_190018100

description: SF3A1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/n94n2zcxdr
title: PyHTStack2D: A Python package for high-throughput homo/hetero stacking of 2D materials

description: Two-dimensional (2D) van der Waals (vdWs) structures are the subject of extensive research in materials science, celebrated for their unique physical properties and potential technological applications. However, the diversity of stacking modes in 2D vdWs structures poses a challenge for research. In response to the complexity of the stacking process for these layered structures, we have developed a Python package, PyHTStack2D, specifically designed to support High-Throughput Stacking of 2D materials research. The package provides two primary functionalities: Firstly, it facilitates the batch stacking of homo- and heterostructures, with careful consideration of specific sequences and patterns, such as those observed in the 1T/2H phase transitions of transition metal dichalcogenides; Secondly, it aids in the efficient creation of computational directories and the generation of requisite shell scripts for the batch computation submissions of the stacked structures. By employing this package, we performed high-throughput computational simulations of properties such as electronic energy band structures and magnetic ground states of bilayers composed of 2H-TMDHs. These results have enabled us to identify the types of electronic band structures within these systems, providing critical insights into their potential applications in optoelectronics and photocatalysis. Furthermore, preliminary findings indicate the potential feasibility of generating bipolar magnetic semiconductors via the stacking of magnetic monolayers. The PyHTStack2D package provides an opportunity to perform efficient high-throughput calculations of 2D vdWs homo/heterostructures.
DOI: 10.6084/m9.figshare.10069703.v1
title: Metabolomics dataset of heat-shock response in the yeast RNA binding protein Mip6

description: NMR metabolomics data of yeast WT and mip6delta strains. Cultures were maintained at 30 C, or at 39 C for either 20 and 120 minutes.
DOI: 10.6084/m9.figshare.14977899.v1
title: MS Gradient

description: Cortical parcellations were defined using the Desikan-Killiany (DK) atlas with 1,533 sub-regions, which had approximately equal surface areas. The template was mapped onto an individual surface to extract the morphological features in each parcellation. Morphometric features included surface area, cortical thickness, gray matter, gauss curvature, and mean curvature.
DOI: 10.6084/m9.figshare.12402410.v1
title: Fish consumption and risk of non-Hodgkin lymphoma: A meta-analysis of observational studies

description: <b>Objectives:</b> Whether a relationship between fish consumption and non-Hodgkin lymphoma (NHL) risk exists is an open issue. We carried out a meta-analysis to explore this association according to the published observational studies. <b>Methods:</b> We performed a search of databases in MEDLINE and EMBASE to identify relevant studies. We derived meta-analytic estimates using random-effects models, and assessed between-study heterogeneity using the Cochran's <i>Q</i> and <i>I</i><sup>2</sup> statistics. <b>Results:</b> We identified a total of seven case–control and two prospective cohort studies, including 7696 subjects with NHL. The summary relative risks (SRRs) estimated for NHL were 0.80 (95% confidence intervals (CIs): 0.68–0.94) for those in the highest fish consumption category compared with those in the lowest consumption category. There was evidence of significant heterogeneity across studies (<i>Q</i> = 26.72, <i>P</i><sub>heterogeneity</sub> = 0.002, <i>I</i><sup>2</sup> = 66.3%). Stratified analysis by study design indicated that a significant risk association between fish consumption and NHL was observed in case–control studies, but not in cohort studies. Based on the dose–response meta-analysis, the SRRs of NHL were 0.85 (95% CIs: 0.71–1.01) for three servings increased per week of fish consumed with evidence of significant heterogeneity (<i>P</i><sub>heterogeneity</sub> = 0.007, <i>I</i><sup>2</sup> = 63.9%). <b>Conclusions:</b> Findings from our meta-analysis indicate that consumption of fish may be not related to NHL risk.
DOI: 10.17632/mfhvdv4b8z
title: Database for Steels Classification

description: Database for steels classification. Each entry includes: steel trademark, composition, heat treatment parameters and steel class: austenitic, ferritic, pearlitic etc.
DOI: 10.6084/m9.figshare.1481270.v3
title: Zemax (optical design) files of microscope objectives, tube lenses, and Fourier imaging setups

description: This fileset contains Zemax files related to the manuscript entitled “Comparative analysis of imaging configurations and objectives for Fourier microscopy” by Jonathan A. Kurvits, Mingming Jiang, and Rashid Zia. Specifically, it includes multi-configuration Zemax files that allow for the comparison of different Fourier microscopy imaging configurations as well as Zemax lens files and lens catalogs for microscope objectives and tube lenses, as inferred from the following published patents: 1) U.S. Patent # 5,517,360; assignee: Olympus; objective description: 60x, 1.4 NA Plan Apo. 2) U.S. Patent # 5,659,425; assignee: Olympus; objective description: 100x, 1.65 NA Apo. 3) U.S. Patent # 6,504,563; assignee: Zeiss; objective description: 100x, 1.45 NA TIRF. 4) U.S. Patent # 6,519,092; assignee: Nikon; objective description: 60x, 1.4 NA Plan Apo. 5) U.S. Patent # 6,519,092; assignee: Nikon; objective description: 100x, 1.4 NA Plan Apo. 6) U.S. Patent # 7,046,451; assignee: Nikon; objective description: 60x, 1.5 NA TIRF (modeled as 1.49 NA to match possible commercial realization). 7) U.S. Patent # 7,046,451; assignee: Nikon; objective description: 100x, 1.5 NA TIRF (modeled as 1.49 NA to match possible commercial realization). 8) U.S. Patent # 7,889,433; assignee: Nikon; objective description: 60x, 1.25 water immersion. <strong>Update</strong> <strong>(9/14/2015, Version 2, filenames annotated with "_v2" suffix):</strong> For all objectives files and the objective catalog, the immersion oil layer semi-diameter has been changed to float so as to prevent unrealistic vignetting that may otherwise occur. Additionally, for all multiconfiguration files, the "before image plane" configuration has been modified. Specifically, the position of the Bertrand Lens has been modified so that it correctly images the BFP image onto the real image plane. In all cases, this required a shift in the position of the Bertrand Lens of ~1cm further from the tube lens. <strong>Update (10/19/2015, Description only):</strong> The related paper on “Comparative analysis of imaging configurations and objectives for Fourier microscopy” by Jonathan A. Kurvits, Mingming Jiang, and Rashid Zia has been published in the Journal of the Optical Society of America A [J. Opt. Soc. Am. A 32, 2082-2092 (2015)]. This paper provides a detailed description of how these Zemax models were produced and analyzed. If you use the Zemax models provided here, we would appreciate it if you could cite this paper as well as the figshare fileset. Here is a link to the paper: http://dx.doi.org/10.1364/JOSAA.32.002082
DOI: 10.6084/m9.figshare.5120668.v1
title: Supplementary Material for: Skin Biopsies Demonstrate Site-Specific Endothelial Activation in Mouse Models of Sepsis

description: <i>Background/Aims:</i> Skin biopsies allow for direct phenotyping of the endothelium in clinical settings. <i>Objectives:</i> We hypothesize that in murine sepsis endothelial activation is manifested by changes in protein and mRNA expression in skin biopsies, and that such alterations differ from other organs. <i>Methods:</i> In two mouse models of sepsis [endotoxemia and cecal ligation puncture (CLP)], we measured circulating levels of endothelial biomarkers, quantitated mRNA expression of activation markers and assayed for protein expression using immunohistochemistry. <i>Results:</i> Endotoxemic mice demonstrated increased circulating levels of sE-selectin, sICAM-1, sVCAM-1 and sP-selectin at 24 h, while CLP was associated with increased levels of sE-selectin alone. In real-time PCR, mRNA levels for P-selectin, ICAM-1 and PAI-1 were increased in skin from endotoxemic mice. In CLP, mRNA levels for P-selectin, ICAM-1, E-selectin and PAI-1 were elevated, while VCAM-1 expression was reduced in skin. Most, but not all of these changes correlated with alterations in immunohistochemical staining. Expression patterns in skin differed from those in brain, heart, and lung. <i>Conclusions:</i> Skin biopsies demonstrated endothelial cell activation during sepsis. The expression patterns differed by type of sepsis model and between vascular beds of skin, brain, heart, and lung, providing a foundation for identifying skin microvascular-bed-specific molecule signatures.
DOI: 10.6084/m9.figshare.26827411.v1
title: Simulation program for evaluating the power of the proposed statistic

description: This is a program that evaluates the statistical power of the proposed method.