cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rnxwhynjhd.2
title: Data and codes for News, sovereign debt maturity, and default risk

description: Leading into a debt crisis, interest rate spreads on sovereign debt rise before the economy experiences a decline in productivity, suggesting that news about future economic developments may play an important role in these episodes. An empirical VAR estimation shows that a news shock has a larger contemporaneous impact on sovereign credit spreads than a comparable shock to labor productivity. A quantitative model of news and sovereign debt default with endogenous maturity choice generates impulse responses and a variance decomposition similar to the empirical VAR estimates. The dynamics of the economy after a bad news shock share some features of a productivity shock and some features of sudden stop events. However, unlike during sudden stop episodes, long-term debt does not shield the country from bad news shocks, and it may even exacerbate default risk. Finally, an increase in the precision of news allows the government to improve its debt maturity management, especially during periods of high stress in credit markets, and thus face lower yield spreads while increasing the amount of debt.
DOI: 10.17632/96g5pgfnfw.1
title: BDWaste: A comprehensive image dataset of digestible and indigestible waste in Bangladesh

description: The dataset describes about two significant classes of waste, which are defined as “waste management." Two classes include biodegradable and non-biodegradable, which contain a total of 21 distinct classes of waste. Biodegradable contains potato peel, lemon peel, rice, paper, fish scale, malt shell, banana peel, coffee cup, sugarcane husk, and egg shell. Non-biodegradable materials include polythene, plastic, wire, glass, gloves, chip packets, empty medicine packets, masks, and bottles. The dataset holds an overall total of 2625 real images of waste. Each image, both outdoor and indoor, used natural light to avoid shadows with an appropriate background. The device used to capture the images is an Android. The whole dataset practices the primary concepts of waste management, gives an overview of improper waste management, provides guidance on recycling, and also serves as valuable resources on waste management for future development purposes.
DOI: 10.17632/pcbz53x967.1
title: Smart Citizen Kit 2.1

description: The Smart Citizen Kit is aimed at providing a low-cost environmental sensor solution non-technical users can quickly deploy. The design developed for the project is a complete reiteration of the Smart Smart Citizen Kit, a piece of hardware for citizen sensing already tested in other projects for more than five years. On this iteration, new sensors had been added, and all the electronic design has been redone from the ground up to improve the data accuracy and reduce the manufacturing costs. The design is built around two boards the Smart Citizen Data Board and the Smart Citizen Urban Sensor Board. The first board contains the data acquisition, power management, and the communication unit. The second contains a set of sensors aimed at the outdoor urban environment including Particulate Matter, Air Temperature, Relative Humidity, Noise Level, Ambient Light and Barometric Pressure. This work is led by IAAC Fab Lab Barcelona team under the framework of iSCAPE (Improving Smart Control of Air Pollution in Europe) project, which is funded by the European Community’s H2020 Programme (H2020-SC5-04-2015) under the Grant Agreement No. 689954. All the authors acknowledge the funding received via the iSCAPE project.
DOI: 10.17632/355y629ynj.1
title: Sugarcane Leaf Dataset

description: “Sugarcane Leaf Dataset" consisting of 6748 high-resolution leaf images classified into nine disease categories.  It also includes dried and healthy leaves images of sugar cane leaves.
DOI: 10.17632/gp8hvxgdpn.2
title: Base de datos condiciones de confort en las viviendas barrio Cavivir-Villavicencio

description: Base datos sobre las condiciones de confort para las viviendas del barrio Cavivir-Villavicencio. Es importante describir que el confort en una vivienda es fundamental para nuestra calidad de vida. Por tanto, aspectos como temperatura, iluminación, ruido, espacialidad, entre otros, es una combinación de factores físicos, emocionales y psicológicos que influyen en nuestra sensación de bienestar en un espacio determinado. Además, este Dataset no solo se observa el bienestar, sino también la productividad y creatividad del barrio Cavivir.
DOI: 10.17632/27m65n9mk7.1
title: Bioimpedance System

description: In this paper is presented the prototype of a portable and low cost 2D bioimpedance estimation system with eight electrodes, mainly based on the AD5933 high speed impedance converter configured by means of an Arduino Mega 2560 board. These data contain the description of the components used in the design of the bioimpedance prototype and also the data acquisition software, signal-to-noise ratio and image reconstruction to obtain the impedance distribution maps.
DOI: 10.17632/p88gtz8wdz.3
title: ECOCAPTURE Dataset - Behavioral coding from video - 20 bvFTD and 18 HC - 21.03.2022

description: This dataset is obtained by behavioral coding from 7-minute video footage for each individual in a group of 20 patients with bvFTD and a group of 18 healthy controls.

Behavioral coding data were collected through the continuous sampling method (all occurrences of behaviors and their duration were recorded) using NOLDUS The Observer XT (Version 14.0) [1].

Behavioral coding was conducted based on two ethograms (the ECOCAPTURE apathy ethogram, the ECOCAPTURE disinhibition ethogram) [2].

This dataset provides two files : 
1) the events log; 
2) a table containing for each individual: the demographic characteristics, the neuropsychological features, the ECOCAPTURE metrics (number of occurrences and/or duration of behavior).

V3 - Adding MATTIS score in the database

[1]  Behavioral coding - Event logging software | The Observer XT. Accessed April 10, 2022. https://www.noldus.com/observer-xt
[2] Batrancourt, Bénédicte; Migliaccio, Raffaella (Lara); Tanguy, Delphine; Sezer, Idil; Godefroy, Valerie; Bouzigues, Arabella (2022), “The ECOCAPTURE ethograms: apathy ethogram and disinhibition ethogram”, Mendeley Data, V2, doi: 10.17632/mv8hndcd95.2
DOI: 10.17632/dkpnfn7294.1
title: Dataset on the effect of extracurricular activities on positive youth development

description: The dataset reflects the perception of extracurricular activities and positive development among youth at 12 schools in Vietnam. In addition, the dataset also explores the relationship between extracurricular activities and positive youth development in Vietnam context. The dataset was collected from adolescents living in three provinces in Vietnam, including: Ha Noi, Nam Dinh, Nghe An and took place in March 2021. The final dataset included 416 fulfilled responses and was used for quantitative analysis through three steps, including: test coefficient alpha and exploratory factors analysis; confirming factors analysis; structural equation modelling. The dataset was obtained as a reference source for future research on positive youth development
DOI: 10.17632/csvhpkt8tm.10
title: Global Inventory of Commercial Spyware & Digital Forensics 

description: Global inventory of commercial spyware & digital forensics technology procured by governments. Focuses on three overarching questions: Which governments show evidence of procuring and using commercial spyware? Which commercial firms are selling targeted surveillance technology and what are their countries of origin? What types of activities are government agencies using the technology for?

This version includes several important changes: 
--Incorporates two categories of targeted surveillance technologies: spyware and digital forensics (physical tools used to breach digital devices in order to extract and analyze stored data). It does not include other types of targeted surveillance, such as network monitoring/lawful interception technologies.
--Organizes the dataset by event type in separate entries rather than aggregating spyware firms by country.
--Takes advantage of the wider scrutiny of the spyware industry in the past two years, which has generated more details and sourcing about new vendors and operators.

Source material derives from the Citizen Lab, Freedom House, Privacy International, the Council on Foreign Relations’ Cyber Operations Tracker, the Electronic Frontier Foundation, Article 19, Access Now, and an assortment of related research organizations. The inventory also includes data from major print and news media outlets (e.g., The New York Times, Reuters, Haaretz, Financial Times, The Wall Street Journal). The inventory focuses on incidents occurring between 2011 and 2023. Updated March 2023.
DOI: 10.17632/rw3ndtwkgt.1
title: Data files associated with the study: "Rapid fault healing after seismic slip"

description: Mechanical data files from high-velocity slide-hold-slide (SHS) experiments on granite and gabbro fault gouge samples.
All experiments were run under room humidity conditions at a constant normal stress of 1.5 MPa.
The gouge layers were sheared in a rotary-shear geometry; the sample diameter was 25 mm.
The samples were sheared for 15 m displacement during each sliding event in the SHS experiments. The sliding velocity was 0.57 m/s.
The hold time was varied between the different experiments (hold time in the file name).
DOI: 10.17632/cb22t5225n.1
title: Data for: Employing Partial Least Squares Regression with Discriminant Analysis for Bug Prediction
DOI: 10.17632/d9z82r8j2c.1
title: Arabic stemmer and root permutations

description: – Arabic stemming for 7,243 words in the test set by 10 different stemmers.
– 51,476 word records with valid root character permutations
DOI: 10.17632/8zz3krw26s.1
title: Architect role models in professional practice: A systematic literature review

description: A systematic literature review has been conducted to obtain a summary of content and gaps on the topic of architect role models in professional practice.
DOI: 10.17632/2ysyhzww6t.1
title: Green/WeakCoupling: Implementation of fully self-consistent finite-temperature many-body perturbation theory for molecules and solids

description: The accurate ab-initio simulation of molecules and periodic solids with diagrammatic perturbation theory is an important task in quantum chemistry, condensed matter physics, and materials science. In this article, we present the WeakCoupling module of the open-source software package Green, which implements fully self-consistent diagrammatic weak coupling simulations, capable of dealing with real materials in the finite-temperature formalism. The code is licensed under the permissive MIT license. We provide self-consistent GW (scGW) and self-consistent second-order Green's function perturbation theory (GF2) solvers, analysis tools, and post-processing methods. This paper summarizes the theoretical methods implemented and provides background, tutorials and practical instructions for running simulations.
DOI: 10.17632/vcpz47r3sv.2
title: Borehole log Collection

description: For peer review reference only
DOI: 10.17632/g73pbyprm5.1
title: Towards autonomous public transportation: Attitudes and intentions of the local population

description: A stated preference survey has been employed, in order to better understand customers’ sentiments and willingness to use driverless buses. We designed the survey to give insights into the perceptions and expectations of inhabitants of a medium sized town in Germany’s Lower Rhine Region, which is on the brink of establishing an autonomous bus line. Like most survey studies on AV acceptance, we rely on a convenience sample. Due to the Covid-19 Pandemic, the questionnaire was administered online only. In total, 435 people participated. 

Attached you will find the survey, the codebook plus the raw data.
DOI: 10.17632/xdnvb84htb.1
title: Scopus Indexed Digital Market Study Dataset (1976-2019)

description: The digital market study or reseach dataset, which was indexed by Scopus from 1976 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/dsnppntnp6.1
title: Data for: SISRSet: Single Image Super-Resolution Subjective Evaluation Test and Objective Quality Assessment

description: This SISRSet database is established for single image super-resolution quality assessment study. For the subjective evaluation tests, there are 15 pictures chosen from Set5, Set14 and BSD100 as the ground-truth images. The corresponding LR images are obtained by Bicubic method with downscaling factors of 2, 3 and 4. There are 360 SR images generated by 8 SR algorithms with three scaling factors in total. The 8 SR algorithms include the traditional methods: Bicubic, A+, ANR, SelfExSR and the deep learning based SR methods: CSCN, SRCNN, DRCN, VDSR. We chosed the pairwise comparison method to conduct the subjective evaluation test. There are 16 participants without knowledge of the ground-truth and SR images. The setting of the viewing environment and the test condition follow the ITU-R BT.500-11 standard. All original images and the SR images are in the file package. Their MOS values and deviation are also included. The codes of several IQA metrics are introduced in the file. Meanwhile, some experimental results are shown in the file.
DOI: 10.17632/z53hvmtsg6.1
title: Proteomic analysis of "Defects in a liver-bone axis contribute to hepatic osteodystrophy disease"

description: LC-MS/MS Analysis and data analysis. 
Data acquisition was performed with a Triple TOF 5600 System (AB SCIEX, Concord, ON). Samples were chromatographed using a 90 min gradient from 2-30% (mobile phase A 0.1% (v/v) formic acid, 5% (v/v) acetonitrile; mobile phase B 0.1% (v/v) formic acid, 95% (v/v) acetonitrile) after direct injection onto a 20 μm PicoFrit emitter (New Objective) packed to 12 cm with Magic C18 AQ 3 μm 120 Å stationary phase. MS1 spectra were collected in the range 350-1,500 m/z for 250 ms. The 20 most intense precursors with charge state 2-5 were selected for fragmentation, and MS2 spectra were collected in the range 50-2,000 m/z for 100 ms; precursor ions were excluded from reselection for 15s.
The original MS/MS file data were submitted to ProteinPilot Software (version 4.5, AB Sciex) for data analysis. MS/MS data were searched against Mus musculus UniProt database (April 9, 2016, containing 50,943 sequences http://www.uniprot.org/proteomes/UP000000589). / Tandem mass spectra were searched against Homo Sapiens UniProt database (April 9, 2016, containing 160,566 sequences, http://www.uniprot.org/proteomes/UP000005640) concatenated with reverse decoy database.
The following search parameters were used: the instrument was TripleTOF 5600, iTRAQ quantification, cysteine modified with MMTS; biological modifications were selected as ID focus, the Quantitate, trypsin digestion, Bias Correction and Background Correction was checked for protein quantification and normalization. For false discovery rate (FDR) calculation, an automatic decoy database search strategy was used to estimate FDR using the PSPEP (Proteomics System Performance Evaluation Pipeline Software) algorithm. Only proteins with at least two unique peptides were considered for further analysis. For protein abundance ratios measured using iTRAQ after normalization, we specifically used ratios with p value < 0.05, and only fold changes > 1.5 or < 0.667 were considered significant.
DOI: 10.17632/9xjx8twk8p.1
title: Bangla Online Comments Dataset

description: The total amount of collected comments is 44001. The dataset aims to differentiate whether a comment is a bully expression or not with the help of Natural Language Processing and to what extent it is improper if it is an inappropriate comment. The comments are labeled with different categories of harassment with the help of experts and consensus.
DOI: 10.17632/vkv4rn4dzm.1
title: Exploring the Relationship Between Gaming Disorder and Player Motivation

description: The dataset comprises responses from a study designed to explore the relationship between gaming addiction and motivational factors among Polish gamers. It includes various data points gathered from a diverse sample of participants.

1. Instruments and Validation:
Gaming Addiction Test (GAT): This dataset includes scores from an adapted version of the Internet Addiction Test (IAT) by K. Young, tailored specifically for gaming addiction. The adaptation aligns with Griffiths' Gaming Addiction Criteria, ICD-11 Criteria, and DSM-V criteria. The reliability of this test was assessed using Cronbach's Alpha and McDonald's Omega indicators, ensuring its robustness and consistency in measuring gaming addiction. Motivation to Play Online Games Test: The dataset also contains scores from a modified version of Nick Yee's (2007) Motivation to Play Online Games test. This adaptation measures various motivational factors for gaming, such as escapism, social interaction, and immersion. The reliability of this test was similarly confirmed using Cronbach's Alpha and McDonald's Omega indicators.

2. Participants:
Sample Size: The dataset includes data from 520 Polish participants.
Data Collection Method: Data was collected using an online surveying tool. The survey was distributed through community channels of popular online games, including World of Warcraft, League of Legends, Dota 2, CS:GO, Apex Legends, and Diablo III and IV.

3. Data Points:
Scores: The dataset includes the sums of raw scores and standardized scores (Standard Ten and Z-value) for both the Gaming Addiction Test and the Motivation to Play Online Games test.
Descriptive Statistics: Required demographic information is provided, including participants' age, gender, and gaming habits (online vs. offline gaming). Gender was self-identified within four categories: man, woman, other (specify), and prefer not to tell. However, for this study, the descriptors were consolidated to Male and Female, as none of the 520 participants selected 'other' or 'prefer not to tell'.

4. Reliability Indicators:
Cronbach's Alpha and McDonald's Omega: These indicators are included in the dataset to validate the internal consistency and reliability of the adapted psychometric tests.

5. Survey Distribution:
Community Channels: The survey was disseminated through various online platforms and community channels associated with popular games.
DOI: 10.17632/7b8z7fgz4t.1
title: Replication Package for "The Diversification and Welfare Effects of Robo-advising"

description: Replication Files for 
“The Diversification and Welfare Effects of Robo-advising”


CODES:
- 01_Figures_Final.do: produces Figures 1 through 4 and Figures 7 through 8. 
- 02_Tables_Final.do: produces Tables 1 through 6, except for Column 1 in Table 4.
- 03_Table_4_Col_1_Figures_5_and_6.R: produces Column 1 of Table 4, Figure 5, and Figure 6.


RUNTIME:
The codes were run on Vanguard’s server with Stata 18 and 32GB of RAM memory and R 
version 3.6.1. Runtime is 6-7 hours on real data and below 10 minutes on pseudo data.

DATA SETS:

The folder 02_data contains pseudo data with the same structure as the original data needed to run the “.do” and “.R” files for all tables and figures but contains however many rows are needed to execute the code. The original data sets are not available since they use proprietary information from Vanguard.
DOI: 10.17632/pyjkvgjmfz.2
title: Data-POS-ITS

description: This data contains digital data collected from employees in the electronics industry in Vietnam. This file is organized in a manner conducive to statistical evaluation and theoretical modeling, containing 604 responses related to Perceived Organizational Support (POS), Job Satisfaction (JS), Work-life balance (WLB) and Employee Intention to Stay (ITS).
DOI: 10.17632/7dn4g8rgzc.1
title: Data for: Site-Specific Quasi In Situ Investigation of Primary Static Recrystallization in a Low Carbon Steel

description: Scanning Data (*.osc), TSL OIM files, and ang files (where applicable) for Sample 3, 4, and 5 *.osc and *.oim are compatible/created with EDAX OIM 7.3.1. *.oim files contain all evaluations. *.ang can be opened by most EBSD softwares. They are not included for sample 5 due to file size limitations.
DOI: 10.17632/v9dkw64s6c.3
title: Immune dysregulation and autoreactivity correlate with disease severity in SARS-CoV-2-associated multisystem inflammatory syndrome in children. Ramaswamy et al. 2021 Supplementary Tables

description: Multisystem inflammatory syndrome in children (MIS-C) is a life-threatening post-infectious complication occurring unpredictably weeks after mild or asymptomatic SARS-CoV2 infection in otherwise healthy children. Here, we define immune abnormalities in MIS-C compared to adult COVID-19 and pediatric/adult healthy controls using single-cell RNA sequencing, antigen receptor repertoire analysis, unbiased serum proteomics, and in vitro assays. Despite no evidence of active infection, we uncover elevated S100A-family alarmins in myeloid cells and marked enrichment of serum proteins that map to myeloid cells and pathways including cytokines, complement/coagulation, and fluid shear stress in MIS-C patients. Moreover, NK and CD8 T cell cytotoxicity genes are elevated, and plasmablasts harboring IgG1 and IgG3 are expanded. Consistently, we detect elevated binding of serum IgG from severe MIS-C patients to activated human cardiac microvascular endothelial cells in culture. Thus, we define immunopathology features of MIS-C with implications for predicting and managing this SARS-CoV2-induced critical illness in children.
DOI: 10.17632/g6gsfn9k9j.1
title: SNP markers located in the confidence intervals of mapped QTLs for grain protein content (GPC), yield per spike (YPS) and thousand-kernel wheight (TKW) in 135 durum RILs derived by the inter-specific cross “02-5B-318 × Saragolla”.

description: Supplementary Table 1 lists SNP markers located in the confidence intervals of mapped QTLs for GPC, which were searched for a putative function related to wheat seed quality and quantity (storage protein synthesis/accumulation). Each SNP is annotated with the corresponding marker name, identification code, SNP type, nucleotide sequence/length, and chromosomal position on the durum wheat genetic linkage map developed by Giancaspro et al (2016).

Supplementary Table 2 lists SNP markers located in the confidence intervals of mapped QTLs for GYS, which were searched for a putative function related to wheat productivity (grain yield components). Each SNP is annotated with the corresponding marker name, identification code, SNP type, nucleotide sequence/length and chromosomal position on the durum wheat genetic linkage map developed by Giancaspro et al (2016).

Supplementary Table 3 lists SNP markers located in the confidence intervals of mapped QTLs for TKW, which were searched for a putative function related to wheat productivity (grain yield components). Each SNP is annotated with the corresponding marker name, identification code, SNP type, nucleotide sequence/length and chromosomal position on the durum wheat linkage genetic map developed by Giancaspro et al (2016).
DOI: 10.17632/hwrdzw26vk.1
title: Covid-19 and vaccine news dataset

description: This dataset contains the latest world news related to Covid-19 and Covid vaccine with the news article's available metadata.
DOI: 10.17632/ms9xg8cb9g.1
title: Supplementary Material - ECZTEND Interim Analysis Manuscript (2 years tralokinumab treatment)

description: Supplementary Information to accompany and support the manuscript: Long-term 2-Year Safety and Efficacy of Tralokinumab in Adults with Moderate-to-severe Atopic Dermatitis: Interim Analysis of the ECZTEND Open-label Extension Trial.