cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/szwnbvch8f
title: The effects of positive and negative verbal feedback on repeated force production

description: Raw data
DOI: 10.17632/vrt7gnpft4
title: Hans and Karavanserais in the Late Ottoman Vilayets of Selanik, Yanya, and Manastir

description: This dataset is based on a review of a combination of primary and secondary along with ethnographic and archaeological fieldwork in the area under study to record hans and caravanserais’ locations in the Late Ottoman vilayets of Thessaloniki (Selanik), Ioannina (Yanya), and Manastir. The dataset then presents the review of 13 primary sources, mainly travel accounts, that cover a period from the middle 17th century to the first quarter of 20th, and 21 secondary published research accounts. The fieldwork presented here, covers five fieldwork seasons in Thessaly, Southern Albania, and Greek Macedonia that took place between 2018 and 2023. A total of 514 hans were recorded alongside their locations, architectural type, century of construction, ownership status, and state of preservation. This is the largest dataset to date of any han network across the Ottoman Empire, and not only on the Ottoman Europe. The earliest hans located have been established in the 16th century (n=10), while the majority of the hans have been developed during the 19th century (n=429). 
The dataset contains the hans names, locations, ownership, revenue beneficiary, century of construction, state of preservation, sources that refer that han, and modern day area that the han is located. All coordinates are in decimal degrees in WGS84. The dataset is enhanced with two maps showing the locations of the hans, alongside the main road networks of the era.
DOI: 10.17632/95k6mmrxvg
title: Code for "A NEW METHOD FOR IDENTIFYING WHAT CUPID'S INVISIBLE HAND IS DOING. IS IT SPREADING COLOR BLINDNESS WHILE TURNING US MORE "PICKY" ABOUT SPOUSAL EDUCATION?"

description: Naszodi, Anna and Francisco Mendonca (2023) A new method for identifying what Cupid's invisible hand is doing. Is it spreading color blindness while turning us more picky about spousal education? Arxiv.org, first version (single authored): March 2021, latest version: February 2023, doi: https://arxiv.org/abs/2103.06991

Naszodi and Mendonca (2021) develop a new method, the Generalized Naszodi-Mendonca method (henceforth GNM-method, see Wikipedia) for analyzing marital sorting along multiple traits. (The GNM-method is the generalized version of the NM-method) 

They apply the GNM-method to construct a set of counterfactual contingency tables for decomposing changes in the prevalence of educational homogamy and racial endogamy in the US between 1960 and 2015. The decompositions alow one to study changes in aggregate marital preferences over spousal education and race from one generation to another. 
 
New data points will be added to the counterfactual series as new census data are released (see WWWW.IDIL.LI the webpage of the International Demographic Inequality Lab). 

The uploaded files allow one to replicate all the calculations in the paper and to apply the GNM-method in other empirical settings as well. 

The GNM-method is fully implemented in Matlab, and R, while the Stata code implements the NM-method.
DOI: 10.6084/m9.figshare.25649508.v1
title: The taxonomy data for bacteria

description: The taxonomy data for bacteria
DOI: 10.17632/mcr2jwk5bp
title: FPVCrosswalk2025: A dataset for first-person view crosswalk segmentation in adverse weather and lighting conditions

description: This dataset supports crosswalk segmentation for use in assistive navigation technologies for the visually impaired. It includes 3000 synthetic and 300 real-world first-person view (FPV) images, each paired with a binary segmentation mask. The synthetic set was generated using a fine-tuned Stable Diffusion model, with prompts covering general and varied environmental conditions (sunny, cloudy, rainy, and night). The real-world images are distributed across the same environmental conditions and extracted from video recordings of pedestrians approaching crosswalks. Each crosswalk appears in no more than two images from different directions to ensure diversity. All images were manually annotated using a custom tool that defines crosswalks as quadrilateral regions. The dataset is organized by source (synthetic/real) and environmental conditions, with matching folder structures for images and masks. It can be used for training and evaluating computer vision models, exploring synthetic data augmentation, and improving assistive systems for visually impaired pedestrians.
DOI: 10.6084/m9.figshare.22849559.v1
title: Data of high-speed scanless entire bandwidth mid-infrared chemical imaging

description: The data file name corresponds to the graph or image given in the paper. The file "Fig2d_1_FROG_RawData" contains a data cube of FROG measurements. In this cube, each column represents a delay step with an interval of 6.6 fs. Each row corresponds to a specific wavelength, and the wavelength data is provided in the file "Fig2d_2_lamb.txt". The files "Fig2f.sis, Fig3.sis, Fig5.sis, and Fig6.sis" with the .sis extension are hyperspectral image data cubes. Each data cube consists of 640 × 480 pixels and 1069 wavelength points. It is important to mention that all the .sis files provided are after retrieval data. Please note that the recorded wavelength in these files represents the wavelength of the sum frequency signal, and it is recorded as a value with a unit of 10<sup>-7</sup> m. The file "Fig4.zip" contains individual images extracted from the high-speed imaging video. Each image corresponds to a frame, and the time interval between consecutive frames is 0.2 ms.<br> <br> <br>
DOI: 10.6084/m9.figshare.27957240.v1
title: Vulnerability Prevalence, Documentation Delays, and Fix Analysis in the Maven Ecosystem

description: Following query gives the total number of releases who have vulnerabilities (one at least)MATCH (r)-[e:addedValues]-&gt;(av) WHERE av.type = 'CVE' AND av.value CONTAINS 'cwe’ RETURN COUNT(r)Then I saved that into a csv file. From that, I find unique artifacts and saved that in unique_artifacts.csv file.<br><br>LOAD CSV WITH HEADERS FROM 'file:///unique_artifacts.csv' AS rowMATCH (a:Artifact)-[:relationship_AR]-&gt;(r:Release) WHERE a.id = row.artifact_id MATCH (r)-[:addedValues]- (av:AddedValue), (r)-[:addedValues]-&gt;(av1:AddedValue), (r)-[:addedValues]-&gt;(av2:AddedValue) WHERE av.type='CVE' AND av1.type='FRESHNESS' AND av2.type='POPULARITY_1_YEAR' RETURN a.id AS ArtifactID, r.id AS ReleaseID, r.timestamp AS ReleaseTime, av.value AS CVE, av1.value AS Freshness, av2.value AS Popularity ORDER BY a.id, r.timestamp ASC;The above query gives release info details from unique artifacts and I saved that into unique_artifacts_detailed_info.csv file.<br>The .ipynb files contain the scripts used to find the results, the .csv files are required in the .ipynb files for analysis, and the .pdf files show the outcomes.
DOI: 10.60893/figshare.apl.28378556.v1
title: SUPPLEMENTARY MATERIAL

description: Experimental method
DOI: 10.17632/k6v3w8zz94
title: Attitude of Non-Disabled Students toward Students with Disabilities

description: Attitude of Non-Disabled Students toward Students with Disabilities
DOI: 10.6084/m9.figshare.28823159.v4
title: CODERData2.1.0

description: Cancer Organoid Data
DOI: 10.6084/m9.figshare.28054862.v1
title: Oxygen desaturation and lung ultrasonography as markers of diffuse parenchymal lung diseases severity

description: The current file is the dataset under consideration for publication in PLOS One journal
DOI: 10.6084/m9.figshare.24850551.v1
title: ­Compromise or choose: Shared movement decisions in wild vulturine guineafowl

description: Shared-decision making is beneficial for the maintenance of group-living. However, little is known about whether consensus decision-making follows similar processes across different species. Addressing this question requires robust quantification of how individuals move relative to each other. Here we use high-resolution GPS-tracking of two vulturine guineafowl (<i>Acryllium vulturinum</i>) groups to test the predictions from a classic theoretical model of collective motion. We show that, in both groups, all individuals can successfully initiate directional movements, although males are more likely to be followed than females. When multiple group members initiate simultaneously, follower decisions depend on directional agreement, with followers compromising directions if the difference between them is small or choosing the majority direction if the difference is large. By aligning with model predictions and replicating the findings of a previous field study on olive baboons (<i>Papio anubis</i>), our results suggest that a common process governs collective decision-making in moving animal groups.We used the adjusted code from Strandburg-Peshkin et al. 2015 Science.
DOI: 10.17632/b7x55v2knk
title: Data of compressible multi-material flow simulations utilizing an efficient bimaterial Riemann problem solver

description: The data set is associated with two test cases in the research article:

W. Ma, X. Zhao, S. Islam, A. Narkhede, K. Wang, Efficient solution of bimaterial Riemann problems for compressible multi-material flow simulations, Journal of Computational Physics, Volume 493, 2023, 112474,

which develops an efficient bimaterial Riemann problem solver that significantly accelerates multi-material flow simulations featuring arbitrary complex equations of state (EOS) and strong discontinuity across a material interface. The first test case is a one-dimensional benchmark problem and the second one is about the nucleation and expansion of a pear-shaped bubble induced by a long-pulse laser. The simulations are performed using the M2C solver, which is a three-dimensional finite volume Navier-Stokes computational fluid dynamics code, utilizing the accelerated bimaterial Riemann solver at material interfaces. Source codes provided in this data set include the M2C solver and a standalone version of the accelerated bimaterial Riemann problem solver. Simulation data provided include fluid pressure, velocity, density, laser radiance and bubble dynamics. The input files to perform the simulations are also provided. Researchers can replicate these simulations and use them as a foundation for exploring a range of related topics, such as laser-induced cavitation, bubble dynamics, and multiphase flow in general.
DOI: 10.17608/k6.auckland.2000913.v5
title: ISSP1992: Social Inequality II

description: The second of 20 years of International Social Survey Programme (ISSP) surveys within New Zealand by Professor Philip Gendall, Department of Marketing, Massey University. A verbose rundown on topics covered follows.Judgement on social justice and social differences in the country. Social prestige of respondents and selected occupations. Most important prerequisites for personal success in society (scale); attitude to the welfare state and social differences (scale); chances to increase personal standard of living; importance of differentiated payment; higher payment with acceptance of increased responsibility; higher payment as incentive for additional qualification of workers.Avoidability of inequality of society; increased income expectation as motive for taking up studies; good profits for entrepreneurs as best prerequisite for increase in general standard of living; insufficient solidarity of the normal population as reason for the persistence of social inequalities; estimate of average annual income of selected occupational groups and information on a justified income for the members of these occupational groups from the point of view of the respondent.Judgement on the income differences in the country; reduction of income differences, employment guarantee, guaranteed minimum income and equal opportunities for children of poorer families in university admission as government task; attitude to a reduction of government tasks for those of low income; approval of government support for unemployed; judgement on total taxation for recipients of high, middle and low income.Perceived social conflicts in the country; self-classification on a top-bottom scale; social mobility; social origins; education status, responsibility accepted, span of control, family responsibility, good work performance or hard work as most important criteria for establishing work pay; income increase or income reduction of individual income in case of a hypothetical equalization of the total income of the population; personal self-employment and occupation at start of employment.Description of current condition of social pyramid as well as assessment of the situation 30 years ago as well as in 30 years; self-classification on a social prestige scale as well as classification of selected occupations; hours worked each week; employment in private or public sector; span of control; company size; personal union membership and membership of spouse; religiousness; self-classification of social class affiliation; party preference; party inclination; residential status; self-classification on a left-right scale; regional origins.
DOI: 10.6084/m9.figshare.12613223.v1
title: Supplementary Material for: Three-Dimensional Primary Cell Culture: A Novel Preclinical Model for Pancreatic Neuroendocrine Tumors

description: Molecular mechanisms underlying the development and progression of pancreatic neuroendocrine tumors (PanNETs) are still insufficiently understood. Efficacy of currently approved PanNET therapies is limited. While novel treatment options are being developed, patient stratification permitting more personalized treatment selection in PanNET is yet not feasible since no predictive markers are established. The lack of representative in vitro and in vivo models as well as the rarity and heterogeneity of PanNET are prevailing reasons for this. In this study, we describe an in vitro 3-dimensional (3-D) human primary PanNET culture system as a novel preclinical model for more personalized therapy selection. We present a screening platform allowing multicenter sample collection and drug screening in 3-D cultures of human primary PanNET cells. We demonstrate that primary cells isolated from PanNET patients and cultured in vitro form islet-like tumoroids. Islet-like tumoroids retain a neuroendocrine phenotype and are viable for at least 2 weeks in culture with a high success rate (86%). Viability can be monitored continuously allowing for a per-well normalization. In a proof-of-concept study, islet-like tumoroids were screened with three clinically approved therapies for PanNET: sunitinib, everolimus and temozolomide. Islet-like tumoroids display varying in vitro response profiles to <i>distinct therapeutic regimes</i>. Treatment response of islet-like tumoroids differs also <i>between patient</i> samples. We believe that the presented human PanNET screening platform is suitable for personalized drug testing in a larger patient cohort, and a broader application will help in identifying novel markers predicting treatment response and in refining PanNET therapy.
DOI: 10.6084/m9.figshare.5605612.v3
title: 3D surface scan of Xenoposeidon proneneukos NHMUK R2095

description: Three-dimensional surface model (11 million polygons) of NHMUK R2095, the holotype and only vertebra of <i>Xenoposeidon proneneukos.</i> A 3D polygon mesh file was created by Heinrich Mallison (Palaeo3D) in Agisoft Photoscan Pro version 1.3.0 (agisoft.com), from 95 high resolution digital photographs by the author. All 95 images aligned, and resulted in a dense point cloud at maximum resolution of 20,900,043 points and 44,871,128 polygons. Scaling was based on a single 10 cm scale bar created from a high quality scale bar placed in the pictures with the specimen.
DOI: 10.17632/93f6sbhjy6
title: Data for: Numerical study of single bubble rising dynamics for the variability of moderate Reynolds and sidewalls influence: A bi-phase SPH approach

description: Supplementary information (data and figures) for the paper "Numerical study of single bubble rising dynamics for the variability of moderate Reynolds and sidewalls influence: A bi-phase SPH approach" The files contain the main results, organizer by sections, such as: 4.1. Numerical validation - 4.1.1. The ∆x effects in the bubble and its streamlines shedding - 4.1.2. The effects of sidewalls boundary conditions in the bubble formation - 4.1.3. Density rate dependence 4.2. Bubble rising formation with a high effect of sidewalls - 4.2.1. Zone I - 4.2.2. Zone II 4.3. Bubble rising formation with a low effect of sidewalls - 4.3.1. Zone II - 4.3.2. Zone III SUPPLEMENTAL DOCUMENT - A. Momentum equations validation with case 1 - B. The influence of β ≤ 2 - C. Density rates validation with case 2
DOI: 10.17632/smnkk87d6x
title: Supplementary Material For “Clinicopathologic Attributes and Downstream Outcomes of Mucosal Melanomas: A Multi-Hospital Cohort Study”

description: Supplemental Methods, Tables, and Figures for “Clinicopathologic Attributes and Downstream Outcomes of Mucosal Melanomas: A Multi-Hospital Cohort Study”
DOI: 10.17632/4533pwtg7v
title: Vegetation data on South Nandi Forest collected in 2016

description: Five sample plots (30m X 20m) along each transect at intervals of 200m were established to facilitate forest species counts to enable generation of information on species representation in the specific forest areas. For the whole forest, seven 1-km transects were done adjacent to the villages. For each plot, there was a main plot A(30m X20m), where all trees with over 10cm DBH were measured using a diameter tape and height also measured; two Sub-plots of B (10m X 5m) – where all saplings, lianas and shrubs, DBH = 2 cm - 9.99 cm, at least 1.5 m height were assessed and two Sub-plots of C (1m X 2m) - seedlings counted. The population structure of the species was analysed across ten DBH classes whereas the status of regeneration was determined based on the population size of seedlings, saplings and adults (Gebrehiwot & Hundera, 2014). The identification of the plants was done by at least two local scouts with wide knowledge of the species in vernacular names and by referring to flora books (Dale & Greenway, 1961; Beentje, 1994; KFS, 2015). Finally, three Focused group discussions (FGD) based on the procedure by Krueger & Casey (2009) was done to document uses of plants in South Nandi forest. For each plant species, all its known uses were mentioned and consensus reached among members of the group before recording them. Focused group discussions per site were done per site were done separately in the three different locations in September 2016. Quantitative analysis was done using either Excel 2010, SPSS version 21 or Genstat version 19 depending of the type of analysis, for example, Genstat was used in doing Principal Component Analysis (PCA). PCA is a multivariate analysis which is widely used in biology where high-dimensional data are very common. In this study, PCA was used to analyze tree/shrub species diversity trends in the forest based on the method described in Lever et al. (2017). Forest data was first subjected to Kolmogorov-Smirnov and Shapiro-Wilk normality tests in SPSS Version 21 and if data was not normally distributed, it was transformed Log (x + 4) then a two-way ANOVA done. Descriptive statistics and homogeneity test (Levene’s test) were generated; where the results indicated a significant difference (p&lt;0.05), Post Hoc test (Tukey’s test) were done to find out which means were significantly different, and for qualitative analysis, descriptive statistics was used. Forest plot data were summarized according to standard protocols; the stems for seedlings, saplings, and trees were expressed as the number of stems per hectare (density). Basal area (BA), which is the cross-sectional area of a tree, was calculated from dbh and presented for various size classes as m2ha-1.
DOI: 10.17632/phjtr4hjwk
title: JAAD SPM Letter

description: Supplemental Material for a letter accepted for publication in JAAD.
DOI: 10.4121/uuid:c2c3b154-ab26-4b31-a0e8-8f2350ddac11
title: BPI Challenge 2013, closed problems

description: Log of Volvo IT problem management (closed problems) Parent item: BPI Challenge 2013 Logs of Volvo IT incident and problem management
DOI: 10.17632/8n64rh442z
title: Integration of heterogeneous photocatalysis (TiO2/UV) and activated sludge system operated in Air Lift reactor for the treatment of industrial effluent Red Water

description: In the industrial production of the explosive 2,4,6-trinitrotoluene (TNT), purification steps are required to ensure the quality of the product, procedures that generate wastewater of a complex nature and with eco-toxicological potential, called red water, which consists of soluble sulfonates, TNT isomers, and other typical nitro aromatic compounds. The present work aimed to study the effects of integrating heterogeneous photocatalysis based on commercial TiO2, with a biological process, based on activated sludge, for red water treatment. For the photocatalytic treatment, a 72% reduction in the typical absorption of nitro aromatic compounds (the region between 195 - 275 nm), a 36% reduction in chemical oxygen demand (COD), and a 68% reduction in total phenols were obtained. In the biological treatment, there was a 60% reduction in absorbance in the typical nitro aromatics region (NA), 10% reduction in COD, and 36% reduction in total phenols (FT). The integration of photocatalytic and biological treatments showed promising results compared to the individual processes. Having 94% reduction in NA absorbance, 72% reduction in FT, and 89% reduction in COD with an association of photocatalytic pre-treatment followed by biological, and reductions of 88% in NA absorbance, 62% in FT, and 87% in COD for a biological pre-treatment followed by the photocatalytic process. In general, when comparing the chemical and biological processes, isolated and integrated, both types of integration showed significantly superior results. They were able to remove the main nitro aromatic constituents of the Red Water effluent.
DOI: 10.21233/3qnm-w922
title: RUBM19 pollen surface sample dataset

description: Raw data for the RUBM19 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28827599.v1
title: <b>Molecular Study of </b><b>Candiduria in Pediatric Patients Relation to Biofilm Formation and </b><b>Fluconazole Tolerance</b>

description: <b>Molecular Study of </b><b>Candiduria in Pediatric Patients Relation to Biofilm Formation and </b><b>Fluconazole Tolerance</b>
DOI: 10.17632/bbc5ynn2bm
title: Dataset of study on the individual difference of sense of agency and learnability in sensorimotor adaptation

description: This is the raw data of the study on the individual difference in the sense of agency and learnability in sensorimotor adaptation. The excel file contains three tabs. The first tab contains participants' age and gender information, along with the exclusion. The second and third tabs contain the raw data of each trial of each participants in the control detection task and the reaching task. This dataset also contains the results from the six excluded participants (please see the main paper). All the statistical analyses were based on this dataset.