cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hv9332cy7g
title: Uvod u deformaciona merenja i analizu - Numerički primer

description: Ovaj numerički primer kreiran je u svrhu primene Pelcerove, Karlsrue, IWST i Velšove metode deformacione analize geodetskih mreža, koje su obrađene u udžbeniku Uvod u deformaciona merenja i analizu čiji je izdavač Fakultet tehničkih nauka Univerziteta u Novom Sadu. Pomenuti udžbenik namenjen je prvenstveno studentima osnovnih akademskih studija studijskog programa Geodezija i geoinformatika. Za potrebe primene navedenih metoda koncipirana je dvodimenzionalna geodetska mreža za monitoring pomeranja i deformacija mostovske konstrukcije, koja se sastoji od 5 referentnih tačaka mreže i 24 tačke na objektu. U mreži su simulirane dve epohe merenja, a svaka od njih sastoji se od 66 horizontalnih pravaca i 66 horizontalnih dužina. Opažanja su u obe epohe merenja simulirana sa slučajnim greškama merenja koje slede normalnu raspodelu sa srednjom vrednošću nula i standardnom devijacijom od 1” za horizontalne pravce i 1 mm + 1.5 ppm za horizontalne dužine. Na pojedinim tačkama mreže simulirana su pomeranja sa intenzitetima u rasponu od 7 do 20 mm. Numerički primer čine sledeći podaci: približne koordinate tačaka mreže, simulirani vektori pomeranja tačaka mreže, skica mreže, simulirana opažanja u dve epohe merenja, izveštaji o izravnanju geodetske mreže u dve epohe merenja i izveštaji o deformacionoj analizi geodetske mreže primenom Pelcerove, Karlsrue, IWST i Velšove metode.

This numerical example was created for the purpose of applying Pelzer, Karlsruhe, IWST, and Welsch methods of deformation analysis of geodetic networks, which are discussed in the book "Introduction to Deformation Measurements and Analysis" published by the Faculty of Technical Sciences, University of Novi Sad. The mentioned book is primarily intended for undergraduate students of the study program in Geodesy and Geoinformatics. For the application of the mentioned methods, a two-dimensional geodetic network for monitoring the displacements and deformations of a bridge structure was designed. The network consists of 5 reference points and 24 points on the structure. In the network, two measurement epochs were simulated, each consisting of 66 horizontal directions and 66 horizontal lengths. Observations in both measurement epochs were simulated with random measurement errors that follow a normal distribution with a mean of zero and a standard deviation of 1” for horizontal directions and 1 mm + 1.5 ppm for horizontal distances. Displacements with intensities ranging from 7 to 20 mm were simulated at some network points. The numerical example consists of the following data: approximate coordinates of the network points, simulated displacement vectors of the network points, network sketch, simulated observations in two measurement epochs, reports on the adjustment of the geodetic network in two measurement epochs, and reports on the deformation analysis of the geodetic network using the Pelzer, Karlsruhe, IWST, and Welsch methods.
DOI: 10.17632/th7b2c9j2v
title: Data for: A Neoproterozoic low-δ18O magmatic ring around South China

description: This contribution presents new in-situ zircon U-Pb dating, in-situ Hf and O isotopic, whole-rocks analyses studies for samples of volcanic rocks from the Suxiong Formation, and granitic rocks from the Shimian and Guaziping granites in South China.
DOI: 10.17632/wf8568hxb7
title: Student grade prediction dataset

description: The dataset provides a collection of 160 instances belonging to two classes (`pass' = 136 and `fail' = 24). The data is an anonymised, statistically sound and reliable representation of the original data collected from students studying computer science modules at a UK University. Each instance is made up of 19 features plus the class label. Eight of the features represent students' online behaviour including bio information retrieved from Virtual Learning Environment. Eleven of the features represent students' neighbourhood influence retrieved from Office for Students database. The data has been compiled and made available in de-facto/de-jure standard open formats (CSV and JSON).

This data was collected and used in a research study undertaken by academics and researchers at Computer Science Department, Edge Hill University, United Kingdom. To encourage reproducibility of the experiments and results reported, the data is provided in the exact training-validation-testing splits used in the experiments.
DOI: 10.6084/m9.figshare.11839692.v1
title: Weed Vegetation Structure in an Area of Organic Acerola Cultivation, Parnaíba, Piauí, Brazil

description: ABSTRACT: This study aimed to identify and quantify the weed species in an area of organic acerola cultivation in the Distrito de Irrigação dos Tabuleiros Litorâneos do Piauí (DITALPI) in Parnaíba, Piauí, Brazil. Phytosociological sampling was completed in the rainy season, before the farmers adopted management techniques for the plants. Thirty plots of 0.25 m2 were sampled. The plots were located between crop rows, which consisted of herbaceous-subshrub plants. The absolute and relative covers and the absolute and relative frequencies of each species were calculated based on the occurrence and cover of each species. In total, 25 species comprising 13 families were registered, among which the Poaceae family that presented the largest number of species. Commelina benghalensis occurred the most frequently overall. Shannon’s diversity index (H’) and evenness were calculated as 2.30 nats ind-1 and 0.69, respectively. Five species accounted for 79.33% of absolute cover at DITALPI. The species were distributed heterogeneously within the field, and Commelina benghalensis, Urochloa plantaginea, Panicum maximum, Amaranthus spinosus, Cynodonsp., and Cyperus aggregatus were the species most likely to infest the acerola crop. As DITALPI is an area of organic cultivation, understanding these species is essential to help farmers select the best form of control.
DOI: 10.6084/m9.figshare.14378819.v2
title: Tables and Data for SpliZ Manuscript

description: Tables and data corresponding to the manuscript "The SpliZ generalizes “Percent Spliced In” to reveal regulated splicing at single-cell resolution" (https://www.biorxiv.org/content/10.1101/2020.11.10.377572v2.full.pdf)<br>spliz_scores.xlsx: Separate tables with the SpliZ and SpliZVD score for each cell and gene for both individuals 1 and 2 and both 10x and Smart-seq2 technologies. The cell, gene, cell type, SpliZ, and SpliZVD are given by the "cell", "geneR1A", "ontology", "scZ", and "svd_z0" columns, respectively. A: individual 1 10x; B: individual 2 10x; C: individual 1 Smart-seq2; D: individual 2 Smart-seq2.<br><br>leafcutter_calls.xlsx: To call significant splicing events for Leafcutter, the “p” column was required to be &lt; 10e-10 and the “max\_logef” value was required to be &gt; 1.5. The “called” column is True if the splicing event was called by Leafcutter using these cutoffs and False otherwise. For the SpliZ, genes were called as differentially alternatively spliced if perm_pval_adj_scZ &lt; 0.05. A: Leafcutter results for individual 1. B: Leafcutter results for individual 2. C: Leafcutter results for channel P3_2_S10 from individual 2. D: SpliZ results for channel P3_2_S10 from individual 2.<br>The HLCA*.pq files are the input data for the pipeline (both individuals, 10x and Smart-seq2 data) required to reproduce these results.<br>
DOI: 10.6084/m9.figshare.21441375.v3
title: Beckman Coulter Life Sciences - ISEVxTech rEV Dataset

description: rEV Dataset from Beckman Coulter Life Sciences calibrated using FCMpass
DOI: 10.6084/m9.figshare.26248838.v1
title: Data for Exploring the Mechanism of Path-Creating Strategy for Latecomers: A Combined Approach of Econometrics and Causal Machine Learning

description: <b>Data and code for Exploring the Mechanism of Path-Creating Strategy for Latecomers: A Combined Approach of Econometrics and Causal Machine Learning</b>1. feature_data.csv is the original feature data and used in section 4.1 and 4.2 for regression 2. TechCatchup-selected_features.xlsx is the selected features from section 4.1 and used in both section 4.2 and section 4.33. TechCatchup-selected_features.xlsx is further processed data meet the requirements of binary classification and algorithm in the research. This data is used in section 4.3
DOI: 10.6084/m9.figshare.27642333.v1
title: Data and Code for Niche construction through an optimal host brood size is supported in brown-headed cowbirds: A response to M. Soler

description: This data was collected in response to a critique by Soler (2023) of Antonson et al. (2022). In the response paper for which the data was used, we respond to Soler's critique with data on cowbird host identity and natural patterns of host brood reduction and parasite mortality from early papers Kilner (2003) and Hauber (2003).
DOI: 10.6084/m9.figshare.29098985.v1
title: <b>Cross Cultural Adaptation of Leibowitz Social Anxiety Scale into Arabic Language through Translation Validation</b>

description: The aim of this project is to translate the LSAS-SR into Arabic and validate the translated version. This will involve translating the LSAS items into Arabic and then rigorously validating the translated questionnaire according to established protocols. The validated LSAS-SR will then be used to assess social anxiety in the local population of the Eastern Province of Saudi Arabia, contributing to a better understanding of mental health in this context.
DOI: 10.6084/m9.figshare.4595920.v1
title: FTIR and EDS data

description: Datasets (Excel file and Word document)- see paper
DOI: 10.17632/459f33wxf6
title: PEN-Method: Predictor model and Validation Data

description: This Data contains the PEN-Predictor-Keras-Model as well as the 100 validation data sets.
DOI: 10.17632/twncnj4338
title: ADSORPTION AND ION EXCHANGE

description: Adsorption is a process by which a substance dissolves in a solution
surface of the absorbent material which allows the material to penetrate and accumulate inside the absorbent material (Giyatmi, 2008). Adsorption is a series of accumulation processes of a substance (adsorbate) on the surface of another substance (adsorbent) (Sardi, 2023). This process can occur in several phases such as liquid-liquid, gas-liquid, gas-solid, or liquid-solid (Cecen & Ozgur, 2011). Both often occur together with the process some call absorption. Adsorption presents what is called an adsorbent and to adsorb Adsorbent is an absorbent substance whereas adsorbate is a substance which is adsorbed. Adsorbents are solid substances that can adsorb certain components of the liquid phase. Adsorbents usually use materials that have pores, so the adsorption process takes place in the pores or at certain locations within the particles. The pores normally present in the adsorbent are usually very small, so that the increased internal surface area is larger than the outer surface. Segregation occurs due to differences in molecular weight or polarity, causing some molecules to adhere more tightly to the surface than others (Saragih, 2008).
DOI: 10.6084/m9.figshare.28113503.v1
title: Supplementary Material for: Validation of an Application-based Cognitive Screening Test for Older Thai Adults

description: Introduction
The cognitive screening usually requires a face-to-face format, which might limit its use in many circumstances. We aimed to develop a new application-based cognitive screening test (ACST) to serve as an accessible and valid tool in the community.
Methods
The ACST was developed by using paired association and digit span tests. This test was administered to 70 cognitively normal participants, 62 participants with MCI and 64 participants with dementia. The 2nd edition of the Mini-Mental State Examination (MMSE-2), and the Montreal Cognitive Assessment (MoCA) were collected by certified psychologists. The ACST was performed by a clinician. The diagnosis was made according to DSM-V criteria by an experienced geriatric neurologist blinded to the application score. Content validity, test-retest reliability, interrater reliability, and correlations between application scores and MMSE-2 and MoCA scores were analyzed.
Results
The sensitivity and specificity for distinguishing cognitively normal participants from nonnormal participants was 92.9% and 70%, respectively (cutoff point ≤ 7). The sensitivity and specificity for distinguishing between the cognitively normal group and the MCI group was 87.1% and 70%, respectively (cut point ≤ 7). The sensitivity and specificity for distinguishing cognitively normal participants from participants with dementia was 93.8% and 82.9%, respectively (cut point ≤ 6). A cutoff point ≤ 6 was considered suitable for participants aged 75 years or older or with 6 or fewer years of education.
Discussion
The ACST is an easy-to-use and valid tool for cognitive screening in older Thai adults in clinical practice. Patients with an application score ≤ 7 are considered to be at risk of cognitive impairment and to require further evaluation.
DOI: 10.6084/m9.figshare.5142988.v1
title: Protein half-life predictor data sets

description: These data sets contain invivo and invitro murine protein half-lives. These files have been collected from the online<br>repository of the corresponding journals. Here are the lists of the files and their corresponding journals:<br><br>Filename: AnalChem_72_p367_Brain.csv and AnalChem_72_p367_Liver.csv<br> Journal:Guan S, Price JC, Ghaemmaghami S, Prusiner SB, <br>Burlingame AL. Compartment modeling for mammalian <br>protein turnover studies by stable isotope metabolic labeling. <br>Anal Chem. 2012;84(9):4014-21.<br>Filename:Nature_2011_Cell.csvJournal: Schwanhausser B, Busse D, Li N, Dittmar G, Schuchhardt <br>J, Wolf J, et al. Global quantification of mammalian gene <br>expression control. Nature. 2011;473(7347):337-42. <br><br>Filename: MolSysBio_2013_Cell.csv<br>Journal:<br>Kristensen AR, Gsponer J, Foster LJ. Protein synthesis rate is the predominant regulator of protein expression during differentiation. Mol Syst Biol. 2013;9. doi: ARTN 689 <br><br>Filename: Science_2016_Heart.csv<br>Journal: Lau E, Cao Q, Ng DC, Bleakley BJ, Dincer TU, Bot BM, et <br>al. A large dataset of protein dynamics in the mammalian <br>heart proteome. Sci Data. 2016;3:160015. doi: <br>10.1038/sdata.2016.15. PubMed PMID: 26977904; PubMed <br>Central PMCID: PMCPMC4792174.
DOI: 10.17632/j2pnx2mwwk
title: Dataset of traditional desserts originating from Bangladesh

description: Dataset Description: This is a dataset for the comprehensive collection of structured information encompassing a wide array of traditional desserts originating from Bangladesh. This dataset includes details such as the names of desserts. In this dataset, there is a comprehensive compilation of high-quality images capturing the rich diversity of traditional desserts from Bangladesh. The dataset includes a diverse range of traditional Bangladeshi desserts, showcasing the richness and variety of the country's culinary heritage. This may encompass sweets made from ingredients like milk, rice flour, semolina, coconut, and various fruits. The dataset undergoes curation and quality control processes to ensure its reliability and usefulness. This involves removing duplicates, irrelevant or low-quality images, and ensuring proper labeling and categorization of the images. The dataset is typically organized in a structured format for easy access and usage. This may involve categorizing images into folders or directories based on the dessert name. Additionally, the dataset may be provided in a standardized file format ( “jpg” ) with accompanying metadata files for each image. 

Usage: The usage of this dataset can be diverse and beneficial in several fields. Researchers in the field of computer vision can utilize the dataset for training and evaluating machine learning models. By leveraging deep learning techniques, these models can be trained to recognize and classify Bangladeshi desserts in images. This can have applications in automated food recognition, dietary analysis, and food recommendation systems. Researchers interested in dietary habits and nutritional analysis can use the dataset to study the nutritional content of Bangladeshi desserts and their impact on health. 

Data Sources: Some data has been collected from different sweet shops in Dhaka. The rest were collected from Brahmanbaria. These are the homemade desserts of Brahmanbaria. 

Dataset Size: There are 27 folders with 27 different images of Bangladeshi desserts. Each folder has a minimum of 100 images. There are a total of 4,118 images.
DOI: 10.6084/m9.figshare.25852939.v1
title: Libraries in Diff posts <i>(2009–August 2023</i>)

description: Diff (https://diff.wikimedia.org/) is the collaborative, multilingual and multimedia platform for news, updates, and discussions related to the Wikimedia movement, and libraries appear many times within their posts.This dataset is an attempt to gather for the first time, in one place, all those entries that tell the vibrant stories of libraries, librarians and library enthusiasts who contribute to Open Knowledge through Wikimedia projects.<br><br>It was derived from another, larger dataset called Diff posts' titles, authors, full-text, dates, and tags (from 2008-04-11 to 2023-08-31). The rationale behind the three curated library sub-datasets that were derived is described below:<br>1. diff_lib_full-text_lang_data.csv has 134 posts that were identified as related to libraries from the complete dataset, by searching in titles, excerpts and tags<br>2. diff_lib_full-text_lang_false-positives.csv contains those posts that had terms related to libraries but were actually talking about something different (like "libraries" in the sense it is used in computing, a collection of pre-written code to perform specific tasks or "The Wikipedia Library" which is a digital library for active Wikipedia editors). The criteria with which they were filtered out is in the column notes, but they are shared here as well, as many might be considered by other researchers as relevant. 3. diff_lib_full-text_lang_traslations.csv any time an English version of a post was published in Diff, it was added to the first CSV collection (diff_lib_full-text_lang_data.csv) as it is easier for some analysis. However, when a post had a version in another language, this was added to this third dataset. All posts have a language code column as well as another column with the ID of the post to which they are related.
DOI: 10.6084/m9.figshare.25940956.v11
title: RAGProbe: An Automated Approach for Evaluating RAG Pipelines

description: This contains the dataset of the manual execution results of evaluation scenarios, the list of RAG repositories, the automatic generation of question answer pairs and execution of evaluation scenarios across 5 open-source RAG pipelines using our approach and RAGAS approach, and automation scripts for generating question-answer pairs and execution of generated questions across the selected RAG pipelines.
DOI: 10.6084/m9.figshare.28029140.v1
title: Quantification of sand trucks entering Accra, Ghana

description: Quantification of sand trucks entering Accra, Ghana
DOI: 10.6084/m9.figshare.28815200.v1
title: Supplementary Material for: Increasing Contribution of Adolescent Type 1 Diabetes Drives Incidence Rates in Poland - a 40-year-long Observational Study

description: Introduction: The incidence of childhood type 1 diabetes (T1D) has increased globally in recent decades. Analyzing incidence trends can elucidate patterns and predict future healthcare burdens. We aim to assess changes in the incidence and prevalence of pediatric type 1 diabetes over 40 years in Central Poland.

Methods: This prospective observational study in Lodz Province registered all new-onset type 1 diabetes cases in children 0-14 years old admitted from 1983 to 2022 to reference centres for pediatric diabetes. Diagnoses were based on established guidelines, and other types of diabetes were excluded. Population data were obtained from Poland's General Statistical Office. 

Results: The incidence rate of type 1 diabetes increased tenfold, from 3.29/100,000 (95%CI: 1.85-4.73) in 1983 to 32.43 (26.42-38.44) in 2022, with an annual percentage change of 5.73% (4.99%-6.44%) and two distinct increase periods: rapid in 1983-2005 (7.38% [6.30-10.52%]) and slower in 2005-2022 (3.65% [-0.86-5.13%]). Incidence rates in 0-4-year-olds were significantly lower than in 5-9 and 10-14-year-olds. (p&lt;0.0001). While incidence plateaued in the 0-4-year-olds after 2007, it consistently increased in older children. Most new cases were diagnosed in winter (December-February, a mean difference from the remaining seasons of 29±11.6% points, p&lt;0.0001). The prevalence of type 1 diabetes increased, reaching 177.21/100,000 (163.18-191.24) in 2022.

Conclusions: Over the past 40 years, the incidence of pediatric type 1 diabetes in Central Poland has increased significantly, though the rate is slowing. Most new cases occur in children 10 years old and older, so healthcare systems should adapt to young adults who are extensive users of new diabetes technologies.
DOI: 10.6084/m9.figshare.4231364.v1
title: Critical care nephrology chapter 65 Acid--Base physiology

description: R-code to illustrate methods used in chapter 65 of critical care nephrology
DOI: 10.6084/m9.figshare.6340547.v3
title: Raw Data for 'Microscopic structure of the polymer-induced liquid precursor for calcium carbonate'

description: The data in the archive file are labelled in the following levels: <br>1st: polymer systems (ds-DNA, pAsp, pAH, pAA or no polymer) <br>2nd: characterization methods<br>3rd: detailed experimental conditions<br><br>The Matlab script used for morphological analysis of the Tomo results could be found in the "code folder", together with the scripts for reading and writting the Tomo stacks.<br>Please feel free to contact us if you need any further information about the data.
DOI: 10.6084/m9.figshare.11391108.v1
title: Interfaces of vulnerability dimensions in violence against children

description: ABSTRACT Objective: present and discuss the potential use of the concept of vulnerability for the development of practices to address violence against children. Method: this is a theoretical study that presents the characteristics of the phenomenon of violence against children, to which the concept of vulnerability is applied. Results: proposal of a framework for the analysis of violence against children in the perspective of vulnerability, creating individual and collective dimensions. Violence against children, when analyzed in the perspective of this concept, broadens the understanding of this phenomenon, as it exposes aspects and conditions from outside the family that are co-responsible for the occurrence of this phenomenon. Conclusion: developing studies to identify the vulnerability of children to violence is essential for the development of practices to address this issue.
DOI: 10.6084/m9.figshare.19328762.v1
title: Facebook_comments_dataset_IDs.csv

description: This dataset features Facebook comments on news articles about COVID-19 vaccination posted by the four Dutch news outlets NOS, NU.nl, Telegraaf and NRC on their public Facebook pages between 01.12.2020 and 08.06.2021.<br><br>Facebook comments are shared as comment IDs and can be used to query the complete comment texts from Facebook. <br>
DOI: 10.6084/m9.figshare.20226309.v1
title: Normalized Remote Sensing Agricultural GPP Monsoon 2013

description: agricultural gross primary productivity
DOI: 10.6084/m9.figshare.21547309.v1
title: Additional file 9 of Tissue dissociation for single-cell and single-nuclei RNA sequencing for low amounts of input material

description: Additional file 9: Table S9. Top 3000 variable genes and GO enrichment results for scRNAseq, snRNAseq and shared.