cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9wyjpnwghk.5
title: Porosity, openness, and exposure: Identification of underlying factors associated with semi-outdoor spaces’ thermal performance and clustering in tropical high-density Singapore: Supplementary Materials

description: The following data is Supplementary Material of the manuscript: "Porosity, openness, and exposure: Identification of underlying factors associated with semi-outdoor spaces’ thermal performance and clustering in tropical high-density Singapore". 

This repository includes: 
1. The code in R used for performing statistical methods mentioned in the paper (i.e. Exploratory Factor Analysis, multivariate regression analysis and hierarchical clustering analysis).
2. Word file with supplementary data mentioned in the paper (Figures S1 – S3 and Tables S1 – S17).
DOI: 10.17632/2ywfprtpcp.1
title: Differences in mindfulness and other coping outcomes among college students during the COVID-19 pandemic: A multi-modeling approach 

description: Young adults are at significant risk for increased substance abuse, worsening mental health issues, and elevated suicidal behaviors. These risks have increased since the beginning of the COVID -19 pandemic. Self-help interventions (e.g., mindfulness meditation) are available to counteract these negative effects on mental health. Mindfulness meditation has become popular as a tool for stress reduction and emotional regulation. There are significant health benefits to mindfulness-based interventions, such as increased awareness. This study’s purpose was to gain greater understanding of whether mindfulness is helpful to mental health among young adults during COVID-19. Quantitative analyses found: (1) Current employment predicted greater adherence to formal mindful practice and trait mindfulness; (2) formal practice was associated with trait mindfulness; (3) adherence to informal practice yielded a significant inverse association with trait anxiety; and (4) avoidance coping acted as mediator between both employment status and college experience (as exogenous variables), and trait anxiety, generalized anxiety/depression, and COVID-19 stress (as endogenous variables).
DOI: 10.17632/d2fxjcxsb3.1
title: COVID-19 Urine H NMR spectra

description: NMR DATA in BRUKER format:
The "25-11-2021" folder contains data from healthy individuals.
The "14-12-2021" folder contains data from COVID-19 patients.
The "16-12-2021" folder contains data of healthy persons.
The "21-12-2021" folder contains data of healthy persons.
The "18-03-2022" folder contains data from HIV persons (folders 10 to 140) and COVID-19 patients (folders 150 to 230).
DOI: 10.17632/xcfrv2f32v.1
title: BioPsychoNutritional Intervention in Cancer Patients

description: This data set has originated from a multi-professional integrated approach for the recognition and management of the nutritional and psychological needs of cancer patients. In particular, patients undertake a multi-professional, multistep process that includes the collection of both personal and clinical data, the evaluation of anthropometric measures, nutritional status and psychometric indices, and an ensuing personalized nutritional prescription along with psychological support, ultimately leading to combining nutritional and psychological interventions, to control their adherence to the nutritional program, and to consolidate motivation to change. Overall, 120 patients were recruited for the study. The majority (84.2%) were females. Breast cancer was by far the most frequent malignancy (52.5%), followed by colorectal (17.5%), pancreatic (9.2%), ovarian (9.2%), and lung (5.0%) cancer. Results of nutritional and psychological screening at baseline indicate that only 35% of patients had a normal BMI, whilst a relatively high proportion (nearly 32%) was overweight or obese (25%). The INRAN and MEDI-LITE questionnaires, respectively used to assess the eating habits and adherence to the Mediterranean diet, revealed a mixed prevalence of cereals/cereal-based, fresh/processed meat, and fish or fishery food, with a medium-low adherence to the Mediterranean diet in nearly 38% of patients. The BUT, HADS, and SF-36 tests, used to assess psychological disturbances, showed that 37.5% of patients had disorders of body image, 29.2% abnormal anxiety, and 20.0% a depression state, while no significant association was observed between the SF-36 PCS and MCS and patients’ characteristics.
DOI: 10.5281/zenodo.6903342
title: Melanotaenia mubiensis decontaminated gx

description: .
DOI: 10.5281/zenodo.6903341
title: Melanotaenia mubiensis decontaminated gx

description: .
DOI: 10.17632/w5655jrmmm.1
title: MOOC on educational web content accessibility: learning outcomes dataset

description: English
The dataset contains the learning outcomes of students (491 persons in total) enrolled in massive open online course (MOOC) "Web accessibility in e-learning" (https://stepik.org/course/64025/) in 2020. The sheet "Learning Outcomes" contains the results of passing tests (31 current, 15 final); the sheet "Course content_tests" contains a list of tests by course sections, hyperlinks to tests, values of tests’ complexity and distinctiveness. The dataset is presented in two languages: English (MOOC_in_E-Learning_Accessibility_EN.xlsx) and Russian (MOOC_in_E-Learning_Accessibility_RU.xlsx).

Русский
Набор данных содержит результаты обучения студентов (всего 491 человек), зачисленных на массовый открытый онлайн-курс (МООК) «Веб-доступность в электронном обучении» (https://stepik.org/course/64025/) в 2020 году. Лист "Результаты обучения" содержит результаты прохождения тестов (31 текущих, 15 итоговых); лист "Содержание курса_тесты" содержит перечень тестов по разделам курса, гиперссылки на тесты, значения сложности и дискриминативности тестов. Набор данных представлен на английском (MOOC_in_E-Learning_Accessibility_EN.xlsx) и русском (MOOC_in_E-Learning_Accessibility_RU.xlsx) языках.
DOI: 10.17632/n4259kw9y7.1
title: Trinidad English Creole to English Dataset

description: This dataset contains a combination of a custom dataset and the creolized version of the JFLEG dataset. This dataset was used to create the first Trinidad English Creole to English Translator.
DOI: 10.17632/tk4ws5ckzv.1
title: SeNTE

description: Data and files for the SeNTE device for the article on HardwareX
DOI: 10.17632/r38mjyvfgr.1
title: Process Development of Polyhydroxyalkanoates Production by Halophiles Valorizing Municipal Food Waste with Spent Salts Recycling: Datasets and Supplemental Materials

description: This is an online dataset of a study entitled 'Process Development of Polyhydroxyalkanoates Production by Halophiles Valorizing Municipal Food Waste with Spent Salts Recycling'.
DOI: 10.17632/byfh2jmz84.1
title: Gender Differences in Black Patients with Melanoma: A Retrospective Cohort Analysis of 2,464 Cases from the National Cancer Database

description: Supplemental material for publication.
DOI: 10.17632/s6pswx23yx.6
title: Spreadsheet Implementations for Linking Multi-Level Contribution Margin Accounting with Multi-Level Fixed-Charge Problems

description: This site provides the data and spreadsheet implementations for linking multi-level contribution margin accounting as a subsystem in cost accounting with several versions of a multi-level fixed-charge problem (MLFCP), the latter based on the optimization approach in operations research. For the data, plausible fictitious values have been assumed taking into consideration the calculation principles in cost accounting where applicable. They include resource-related data, market-related data, and data from cost accounting. The deterministic version of the data represents the starting point. On this basis, the stochastic/robust versions assume probability distributions and rank correlations for part of the data.

Spreadsheets

The data and the above-mentioned linkage are implemented in three spreadsheet files, including versions for deterministic optimization, stochastic optimization, and robust optimization:

- MLFCP deterministic (V5).xlsx
- MLFCP stochastic (V5).xlsx
- MLFCP robust (V6).xlsx

For a detailed description of the spreadsheet implementations and information on the software required to use them, see the associated data article published in Data in Brief. For the conceptual framework, mathematical formulation of the optimization model (MLFCP), findings, and discussion, see the associated research article published in Heliyon. (The links to both articles can be found on this page).

Big Picture

Furthermore, an overview (“big picture”) of the data flows between the various worksheets is provided in three versions which correspond to the deterministic, stochastic, and robust versions of the MLFCP:

- Overview of data flows - deterministic (V5)
- Overview of data flows - stochastic (V5)
- Overview of data flows - robust (V6)

Within each version of the overview, two file formats (PDF and PNG) are available.

(Remark on version numbers: The version numbers reported in the file names and files might be lower than the version number of the entire dataset in case particular files remain unchanged in an update.)
DOI: 10.17632/t66f8swg6w.1
title: Data for: Experimental investigation on entrainment in two-phase free jets

description: Methods:
In the present research, the influence of atomization on the mixing ratio in the gas phase of a free jet is investigated under ambient conditions. Experimental data of the mixing ratio, representing entrainment in the gas phase of a two-phase free jet under ambient conditions is provided in order to validate computational fluid dynamic (CFD) models. The local mixing ratio is determined from the tracer gas (helium) concentration in the gas phase. Radial profiles of the mixing ratio are measured at 5 different axial distances for 3 different nozzles applying 5 different gas-to-liquid ratios (GLR) for the two-phase free jet as well as a single-phase free jet. 
Each dataset in the zip-File (data.zip) includes one radial profile. The filename includes information about the number of the nozzle, the gas-to-liquid ratio (GLR) and axial distance z. The data is given in comma-separated values. In the first row of each dataset, the radial distance from the centerline is given in mm. In the second row, the mixing ratio is given. The mixing ratio X is the mass fraction of gas, which origins from the nozzle. (1-X) is the mass fraction of gas, which is entrained from the surrounding environment of the free jet. Methods, data and results are described in detail in the related paper: Hotz et al., 2022, Experimental investigation on entrainment in two-phase free jets. DOI number will be added as soon as the paper is accepted. 

Description of the data:
For each nozzle, the gas mass flow at the nozzle is kept constant, in order to keep the momentum flow of the gas phase constant. The liquid mass flow is varied according to the gas-to-liquid ratio (GLR) of 1.50, 1.25, 1.00, 0.75 and 0.50 (see dataset with filename e.g. “…GLR_150…”) for each nozzle as well as a single-phase free jet, with no liquid mass flow. GLR--> infinity (see dataset with filename "...GLR_inf"). 
Nozzle dimensions and operating conditions are given in the file: "nozzles_operating_conditions.xlsx".
The axial positions z of the radial profiles are given in the filename in mm (e.g. "...z_65.txt" --> z = 65 mm).
DOI: 10.17632/k52c5p5t3b.1
title: Ukraine-Russia war related Tweets and Comments

description: We used Twitter and Reddit to collect public opinion/sentiment about the Ukraine-Russia war from January 2022 to July 2022. On Twitter, there are several hashtags, with Ukraine-Russia posts receiving millions of tweets. Some of the popular hashtags on this issue include #russiantroops #ukrainerussiawar, #ukraine #russia #ukrainewar. We collected data from Twitter and Reddit using their respective APIs. The total number of distinct tweets and comments in the dataset is 1025839. The information may be utilized for sentiment analysis and other NLP projects.
DOI: 10.17632/fxbk3kms6y.1
title: Impacts of Omicron Associated Restrictions on Vertical Distributions of Air Pollution at a Suburb Site in Shanghai

description: MAX-DOAS and lidar datasets
DOI: 10.17632/gbw8hn3np7.1
title: Modular environmental sensor

description: A variety of sensors are readily available, whether to calibrate environmental emission models or monitor pollutants in the vicinity of traffic or other emission sources in your neighbourhood. This data set supports the HardwareX paper where we present a modular design based on the popular Arduino platform. The data includes the circuit layout, the required coding to let the device communicate the sensor readings via GSM/GPRS to a Linux server, as well as the designs to generate the radiation shield, which acts as the housing for all the electronics. The use case is to deploy the affordable sensors over a large metropolitan area and build up an extensive data set of environmental and traffic pollutants along main transport routes. Since many locations are remote, the proposed device is self-powered using a solar-charged LiPo battery.
DOI: 10.17632/jn4sxxhxzk.1
title: Black_eared_rice_rat

description: Dataset with pictures of individuals captured and a base with information of captures
DOI: 10.17632/b32w8b488z.1
title: Intra-individual Escherichia coli diversity in Australian pinniped pups

description: This file details the Escherichia coli phylotypes and corresponding B2 sub-types for E. coli isolates collected from free-ranging Australian fur seal (Arctocephalus pusillus doriferus), Australian sea lion (Neophoca cinerea) and long-nosed fur seal (Arctocephalus forsteri). Faecal samples were collected from ten pups from each species and subsequently cultured on selective media. Ten isolates of E. coli were sub-cultured from the original culture and analysed using quadruplex phylotyping and multiplex sub-typing PCRs to assign isolates to E. coli phylotypes and sub-types. The relationship between host factors (species, sex, body weight [kg] and standard length [cm]) was also investigated. This study found low intra-individual variation, suggesting that a single isolate of E. coli can provide an idea of the general abundance of E. coli phylotypes in free-ranging pinniped populations, and can be used as an efficient and cost-effective tool for monitoring the presence and abundance of human-associated phylotypes of E. coli.
DOI: 10.17632/vs49n3t5pv.1
title: Supplemental Materials "HS and Malignancy"

description: Supplemental Materials for referenced manuscript.
DOI: 10.17632/859n2whwnx.1
title: chemical analyses and qPCR

description: (1) Production of 15N-labeled N2 (i.e., 29N2 and 30N2), reduction of As(V) to As(III) and abundances of arrA and hzsB genes in soil slurry cultures amended with urea+As(V), urea or urea+As(V)+C2H2. (2) Proportions of hzsB genes in the fractions obtained in DNA-SIP. (3) Nucleic acid reads based on Prokar_16S and AMX_16S amplicons.
DOI: 10.17632/gnvs8msh9k.1
title: STATIC TESTING

description: C-KFRPCs were tested under quasi-static mechanical loading conditions-tensile, compressive, and flexural loading.
DOI: 10.17632/ngb4j8sbmk.1
title: LINF_300033400

description: mitoribosomal protein mL84
Leishmania infantum (strain JPCM5)
DOI: 10.17632/xmcg82mx9k.3
title: MonkeyPox2022Tweets: The First Public Twitter Dataset on the 2022 MonkeyPox Outbreak

description: Please cite the following paper when using this dataset:
N. Thakur, “MonkeyPox2022Tweets: The first public Twitter dataset on the 2022 MonkeyPox outbreak,” Preprints, 2022, DOI: 10.20944/preprints202206.0172.v2

Abstract
The world is currently facing an outbreak of the monkeypox virus, and confirmed cases have been reported from 28 countries. Following a recent “emergency meeting”, the World Health Organization just declared monkeypox a global health emergency. As a result, people from all over the world are using social media platforms, such as Twitter, for information seeking and sharing related to the outbreak, as well as for familiarizing themselves with the guidelines and protocols that are being recommended by various policy-making bodies to reduce the spread of the virus. This is resulting in the generation of tremendous amounts of Big Data related to such paradigms of social media behavior. Mining this Big Data and compiling it in the form of a dataset can serve a wide range of use-cases and applications such as analysis of public opinions, interests, views, perspectives, attitudes, and sentiment towards this outbreak. Therefore, this work presents MonkeyPox2022Tweets, an open-access dataset of Tweets related to the 2022 monkeypox outbreak that were posted on Twitter since the first detected case of this outbreak on May 7, 2022. The dataset is compliant with the privacy policy, developer agreement, and guidelines for content redistribution of Twitter, as well as with the FAIR principles (Findability, Accessibility, Interoperability, and Reusability) principles for scientific data management.

Data Description
The dataset consists of a total of 255,363 Tweet IDs of the same number of tweets about monkeypox that were posted on Twitter from 7th May 2022 to 23rd July 2022 (the most recent date at the time of dataset upload). The Tweet IDs are presented in 6 different .txt files based on the timelines of the associated tweets. The following provides the details of these dataset files.
•	Filename: TweetIDs_Part1.txt (No. of Tweet IDs: 13926, Date Range of the Tweet IDs: May 7, 2022 to May 21, 2022)
•	Filename: TweetIDs_Part2.txt (No. of Tweet IDs: 17705, Date Range of the Tweet IDs: May 21, 2022 to May 27, 2022)
•	Filename: TweetIDs_Part3.txt (No. of Tweet IDs: 17585, Date Range of the Tweet IDs: May 27, 2022 to June 5, 2022)
•	 Filename: TweetIDs_Part4.txt (No. of Tweet IDs: 19718, Date Range of the Tweet IDs: June 5, 2022 to June 11, 2022)
•	Filename: TweetIDs_Part5.txt (No. of Tweet IDs: 47718, Date Range of the Tweet IDs: June 12, 2022 to June 30, 2022)
•	Filename: TweetIDs_Part6.txt (No. of Tweet IDs: 138711, Date Range of the Tweet IDs: July 1, 2022 to July 23, 2022)

The dataset contains only Tweet IDs in compliance with the terms and conditions mentioned in the privacy policy, developer agreement, and guidelines for content redistribution of Twitter. The Tweet IDs need to be hydrated to be used.
DOI: 10.17632/xkwvjdzxsk.1
title: LINF_300033000

description: mitoribosomal protein mS42
Leishmania infantum (strain JPCM5)
DOI: 10.17632/g4cs4w674b.1
title: LINF_300032800

description: Translation machinery associated TMA7
Leishmania infantum (strain JPCM5)
DOI: 10.17632/cjjmg9rp76.1
title: LINF_300032700

description: mitoribosomal protein bL28m
Leishmania infantum (strain JPCM5)
DOI: 10.17632/zb8jptj6tv.1
title: Metabolic effects of exhaustive single leg exercise in relation to the ACE-I/D gene polymorphism

description: The data reports the physiological characteristics of healthy subjects, aerobic fitness and the insertion/deletion polymorphism of the angiotensin converting enzyme gene, as well as data for blood metabolites before and after exhaustive one-legged exercise.
DOI: 10.17632/csx49c78c6.1
title: Quantitative, multiplexed, targeted proteomics for ascertaining variant specific SARS-CoV-2 antibody response. Doykov et al

description: This data relates to the paper 'Quantitative, multiplexed, targeted proteomics for ascertaining variant specific SARS-CoV-2 antibody response by I Doykov et al. Determining the protection an individual has to SARS-CoV-2 variants of concern (VoC) is crucial for future immune surveillance, vaccine development and understanding the changing immune response. We devised a more informative assay to current ELISA based serology using  multiplexed, baited, targeted-proteomics for direct detection of multiple proteins in the SARS-CoV-2 anti-spike antibody immunocomplex. 
Serum from individuals collected after infection, or first and second dose vaccination demonstrate this approach shows concordance with existing serology and neutralisation. Our assays show altered responses of both immunoglobulins and complement to the Alpha (B.1.1.7), Beta (B.1.351) and Delta (B.1.617.1) VoC. and a reduced response to Omicron (B1.1.1529). We were able to identify individuals who had prior infection, and observed that C1q is closely associated with IgG1 (r>0.82) and may better reflect neutralisation to VoC. Analysing  additional immunoproteins beyond IgG, provides important information about our understanding of the response to infection and vaccination.  
The data set includes the ratio measurements of each protein measured in the immunocomplex assay used on samples from healthcare workers vaccinated and or infected to SARS-CoV2. Quality control assay data are also provided for each peptide/protein in a separate tab.
DOI: 10.17632/yrz3p2zwb9.1
title: Pedraforca Experience

description: This project aims to evaluate the effects of the guiding experience during the ascent of Pedraforca. It is hypothesized that visitors to Pedraforca who use guide services will have less exposure to risk, improvement in indicators of personal well-being and environmental assessment, as well as greater use of tourist resources in the region.
DOI: 10.17632/dv2ymdrdrs.1
title: Molnupiravir  outpatient  treatment  for  adults  with  COVID-19

description: This  was  a  prospective  single  centre  study.  Non-hospitalized  patients  with  laboratory-confirmed  mild-to-moderate  SARS-CoV-2  infection,  COVID-19  symptom  with  onset  of  up  to  5  days  and  at  high  risk  of  severe  COVID-19  illness  received  molnupiravir  treatment  for  5  consecutive  days  (800mg)  in  12  hours  intervals.  Of  107  enrolled  patients.  About  90%  of  participants  had  at  least  two  risk  factors  for  severe  COVID-19  illness.  Adverse  events  were  reported  in  28.0%  of  patients  with  nausea  and  abdominal  pain  being  the  most  commonly  observed.  The  majority  of  AEs  were  mild.  No  treatment-emergent  AEs  resulted  in  therapy  discontinuation.  Overall,  15  patients  required  hospitalization.  None  of  the  patients  admitted  to  the  hospital  was  intubated  or  placed  on  mechanical  ventilation.  During  the  observation,  the  2.8%  (n=3)  of  patients  subsequently  died.  All  deaths  were  considered  to  be  COVID-19  complications-related.  Age  over  65  years,  heart  failure,  and  ischemic  heart  disease  showed  a  significant  correlation  with  the  severe  course  of  COVID-19
Molnupiravir  may  be  perceived  as  an  alternative  treatment  for  patients  on  immunosuppression  and  advanced  chronic  kidney  disease.  Nevertheless,  further  studies  are  needed  to  conclusively  establish  a  role  for  molnupiravir  in  future  COVID-19  treatment  recommendations.
DOI: 10.17632/5ccwt5fv7y.8
title: UMAT/VUMAT for linear, bilinear and piecewise Drucker-Prager models

description: These are the user material subroutines (UMAT/VUMAT) in Abaqus for linear, bilinear, and piecewise Drucker-Prager models, where strain hardening can be considered. The UMAT/VUMAT are created separately for each case where the finite element model is two-dimensional and three-dimensional.
DOI: 10.17632/gwmyt2kmw3.1
title: Dissolved (< 0.45 µm) element concentrations in the Taz River (Western Siberia) and daily discharges at the Tazovsky gauging station

description: Primary concentrations of dissolved (< 0.45 µm) element concentrations in the Taz River (Western Siberia) and discharges at the Tazovsky gauging station, 2015-2020.
DOI: 10.6084/m9.figshare.20369325.v1
title: S_tragus_fastQ137

description: fastQ files for individuals at site 137, 3 fastQ per individual. Larger two are the paired end reads and the smaller one is reads that could not be assigned to an end.