cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2dwydc2r27
title: Polysomnography data with slow-wave sleep suppression during night’s sleep.

description: Raw polysomnography (PSG) data of 23 volunteers participated in two experimental sessions: a session with slow-wave sleep (SWS) suppression (s) during one night’s sleep and a session with a regular night’s sleep as a control (c). The data includes EEG, EOG, EMG and ECG in lead II with 250 Hz sampling rate. Archive 6EEG.rar contains PSG data with 6 EEG channels. Archive 19EEG.rar contains PSG data with 19 EEG channels. Visual scoring of each 30 s epoch of PSG recording as awake, NREM stage 1, 2, 3 (SWS), or REM sleep was performed according to standard AASM criteria. Each PSG contains markers of sleep stages (NREM1, NREM2, NREM3, or REM). In archive 19EEG.rar PSG recorded during sessions with slow-wave sleep suppression (s) contains also markers of sounds (from 0 to 9), which were presented to suppress SWS.
DOI: 10.17632/4nj8n599gh
title: Complementary bidding and cartel detection: Evidence from Nordic asphalt markets

description: This repository includes all data and code that was used to produce the empirical results of the paper Complementary bidding and cartel detection: Evidence from Nordic asphalt markets.
DOI: 10.17632/2ng4648ck6
title: Probe based genotyping method for HSP70 in water buffaloes

description: This data set contains the methodology of conducting probe based genotyping method for HSP70 in water buffaloes. It also contains data set of genotyped water buffaloes and its corresponding breed.
DOI: 10.17632/t39kzfv58m
title: Neural Substrates of the Interplay between Cognitive Loading and Emotional Involvement in Bilingual Decision Making

description: The manuscript presents a fMRI study with which we aimed at assessing at the neural level whether and how the interaction between cognitive loading and emotional involvement is affected by language (native L1 vs. foreign L2).
DOI: 10.17632/vdcjvc3vk4
title: Data for: Exploring plastic-induced satiety in foraging green turtles

description: Dataset on plastic ingestion and diet of green turtles, Chelonia mydas.
DOI: 10.17632/p4zptr98dh
title: Research data supporting "Machine learning in the processing of historical census data"

description: This collection of data contains ground-truth (gold standard) datasets for the employment status reconstruction problem of historical census data. Different machine learning methods can be tested and compared with these datasets as described in the paper "Machine learning in the processing of historical census data" by Montebruno, P., Bennett, R, Smith, H., and van Lieshout, C., an outcome of the ESRC project ES/M010953: Drivers of Entrepreneurship and Small Businesses lead by PI Prof. Robert J. Bennett. The material consists of three raw text files (1. and 2. are random samples). No census identification of individuals variable (RecID) is given so that the datasets are fully anonymised and it is not possible to track the individuals in each of the files. Below the variables descriptors: 1."1891 1000 Ent". 1891 Census of England and Wales economically active individuals: 1,000 labelled Entrepreneurs (500 labelled Employers and 500 labelled Own account business proprietors) and 1,000 labelled workers. Labelling derives from the known employment status reported on the night of the Census, for the later 1891-1911 censuses; using the reported crosses in the columns of the 1891 Census Enumerators' Books (CEBs). 2."1851 1000 Ent". 1851 Census of England and Wales economically active individuals: 1,000 labelled Entrepreneurs (500 labelled Employers and 500 labelled Own accounts) and 1,000 labelled workers. Labelling using clerical control of the occupational strings for the extracted Groups of business proprietors in the 1851 Census. 3."1851 MAX(Extracted)". 1851 Census of England and Wales economically active individuals: 70,872 labelled Entrepreneurs (35,436 labelled Employers and 35,436 labelled Own accounts) and 70,872 labelled workers. A maximum possible balanced dataset, from all the employers and own account identified by extracted Groups (1 for Employers and 3 and 5 for Own account). Labelling using clerical control of the occupation strings for the extracted Groups of the 1851 Census. It is also included the key variable OccString with full occupation strings. A detailed explanation of how these datasets were obtained and how to use them in the context of machine learning reconstruction of the employment status problem of historical census data can be found in the paper "Machine learning in the processing of historical census data" by Montebruno, P., Bennett, R, Smith, H., and van Lieshout, C. (2020) Information Processing & Management. This dataset should be cited as: Montebruno, Piero; Bennett, Robert J.; Smith, Harry J.; van Lieshout, Carry (2020), “Research data supporting "Machine learning in the processing of historical census data" ”, Mendeley Data, http://dx.doi.org/10.17632/p4zptr98dh.1
DOI: 10.6084/m9.figshare.12786302.v1
title: Data COVID

description: Data for 94 countries on 25 macro variables including number of cases and deaths per million inhabitants due to COVID-19. <br><br>The dataset was created for the research article "The Political Risk Factors of COVID-19" by J. Eduardo Vera-Valdés at the International Review of Applied Economics. Please cite the paper if you use this dataset.<br>Complete citation: J. Eduardo Vera-Valdés (2021) The political risk factors of COVID-19, International Review of Applied Economics, 35:2, 269-287, DOI: 10.1080/02692171.2020.1866973 <br>These data were derived from resources freely available in the public domain in 'Our World in Data'.<br>
DOI: 10.15468/dl.86y2r9
title: Occurrence Download

description: A dataset containing 70173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Actinidiaceae"
 ]
}

 The dataset includes 70173 records from 474 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009121-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4dv7jymwkp
title: How Mobile Payment Causes the Plastic Shopping Bags Surge

description: The data is transaction-level data given by a corporation from a city located in the southeast coast region in China. The data spans from 2016 to 2020. It includes the local residents’ plastic bag purchasing records with their payment information, either mobile or cash.
DOI: 10.6084/m9.figshare.19826173.v1
title: 原始数据.xlsx

description: SDF-1
DOI: 10.6084/m9.figshare.27696708.v1
title: <b>Elevated Type I Interferon Signaling Defines the Proliferative Advantage of ARF and p53 Mutant Tumor Cells</b>

description: Figures and datasets from <b>Elevated Type I Interferon Signaling Defines the Proliferative Advantage of ARF and p53 Mutant Tumor Cells</b>
DOI: 10.17632/fkvh3dss72
title: Data on the Influence of soil fertility management technologies on phosphorus fractions, sorption characteristics, and use efficiency in Humic Nitisols of Upper Eastern Kenya

description: The datasets presented were collected from Chuka county on-station experiments in Kenya under maize (Zea Mays L.)-based systems conducted for eleven (11) consecutive cropping seasons. Data on phosphorus (P) fraction and sorption characteristics was collected at the end of the experiment (at the end of the 11th cropping season). The objective of the data collection was to determine how selected soil fertility management technologies influence fractions of P, its sorption characteristics and use efficiencies in Humic Nitisols. Different P fractions were sequentially determined based on the sequestration method. The P concentration in each extract was determined colorimetrically using a spectrophotometer at 882 nm wavelength. Phosphorus sorption characteristics were derived using the linearized Langmuir equation. Phosphorus partial productivity factor (PPF) and agronomic efficiency (PAE) were determined according to equations adopted by Arruda et al. (2019). Both PPF and PAE were determined during the last season of the experiments. Maize was harvested after reaching physiological maturity. The datasets were subjected to analysis of variance (ANOVA) in R software and significantly different means were separated using the Tukey HSD test at p<0.05.
DOI: 10.17632/cg9nppprtc
title: Technology Identification from Patent Texts: A Novel Named Entity Recognition Method

description: Results found by the paper Technology Identification from Patent Texts: A Novel Named Entity Recognition Method (manually_checked_extractions.csv). The csv is structured as follows, the first column (index) contains the entities extracted, the second (is_tech) is a binary column identifying each entity as a technology or not. The remaining columns identify a pair of methodology/patent_ipc and indicate whether each entity was found by the specific extractor in the specific IPC.
DOI: 10.17632/y8wk7bk5xk
title: MACH - a computer code for solution of the poloidal asymmetry eigenvalue problem in tokamaks

description: Abstract Evaluation of the poloidal dependence of the plasma density involves solving the equation for momentum balance along the magnetic field. This is transformed into an eigenvalue equation of the Mathieu type with an extra damping term. The method presented here for determination of the appropriate eigenvalue is much faster than traditional matrix determinant methods. Title of program: MACH Catalogue Id: ACPY_v1_0 Nature of problem The ions in a tokamak plasma gyrate around and stream along magnetic field lines that encircle the torus in both the poloidal (short- circumference) and toroidal (long circumference) directions. In the infinite aspect ratio limit, the geometry is cylindrical and the plasma ion density is poloidally symmetric, but at finite aspect ratios the symmetry is broken. Given a poloidal "Mach number" that is related to the plasma rotation velocity, the poloidal variation of the plasma density is determine ... Versions of this program held in the CPC repository in Mendeley Data ACPY_v1_0; MACH; 10.1016/0010-4655(94)90077-9 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/mj388dcp8j
title: The moderating effect of power distance among high-risk groups of stroke on health literacy and self-management behaviors

description: The sample included 612 outpatient patients from four different community hospitals in the Pudong district of Shanghai. The survey utilized the Stroke Self-Management Behavior Scale (SMB), the Health Literacy Measure for Patients with Chronic Diseases (HeLMES), and the Patients’ Power Distance Scale (PPDS). Using the Johnson-Neyman method and SPSS Process Macro, the moderating effect of power distance and its effective value range were explored.
 The average score for high-risk stroke individuals HLM was 2.15±0.40, in SMB was 2.24±0.39, and in PPD was 3.34±0.23. Power distance had a significant negative moderating effect on the relationship between health literacy and self-management behavior (b = -0.05, p &lt; 0.001, 95% CI [-0.06, -0.04]). When the power distance score was in the range of 40 to 56.9, health literacy had a positive impact on self-management behavior.
DOI: 10.17632/sbfbp5svsb
title: Compare effectiveness of aerobic exercise training, isometric handgrip exercise and yoga therapy to manage primary hypertension

description: The study objective was to compare aerobic training, isometric handgrip exercise, and yoga therapy to manage primary hypertension.
DOI: 10.6084/m9.figshare.25674612.v1
title: <b>Data files (Lin et al. 2024 Communications Biology)</b>

description: This folder contains the measurement data for Lin et al. 2024 in Communications Biology.
DOI: 10.17632/dkpxj9ckkv
title: Frey OR10A6 Data

description: Data file for Frey T, Kwadha CA, Haag F, Pelletier J, Wallin EA, Holgersson E, Hedenström E, Bohman B, Bengtsson M, Becher PG, Krautwurst D, Witzgall P. 2022. The human odorant receptor OR10A6 is tuned to the pheromone of the commensal fruit fly Drosophila melanogaster. iScience (in press)
DOI: 10.17632/k8557sjdn9
title: Data for: Trace-elements and sulfur isotopic compositions for pyrite across the mineralization zones of a sulfide chimney from the East Pacific Rise (1-2°S)

description: supplementary material EPMA AND LA-ICP-MS
DOI: 10.17632/stwdyhsn39
title: The Bidirectional Relationship between Sleep Quality and Job Burnout among Chinese Underground Coal Miners: The Mediating Role of Self-Control 

description: This study employs a prospective design with three time points and utilizes a cross-lagged structural equation model to examine the bidirectional relationship between sleep quality and job burnout among Chinese underground coal miners, with a focus on the mediating role of self-control. The findings highlight the prevalence of sleep quality issues and job burnout among Chinese coal miners, particularly among younger miners. A significant longitudinal impact of sleep quality on job burnout was observed, with self-control playing a crucial mediating role.
DOI: 10.17632/6h8t8m6f9c
title: 2024 supplementary material 1

description: Supplementary Table 1. Four hundred seventy-nine genes downloaded from FerrDb.
DOI: 10.17632/dggs6dmzyb
title: Supplementary data: Oliveira et al., 2023. A new HIV-1 B/C Circulating Recombinant Form (CRF) detected in three Brazilian regions.

description: Supplementary material 1, 2, 3 and 4.
DOI: 10.17632/dxj78tyyhj
title: Data for "Locating the Seventh Cervical Spinous Process: Accuracy of the Thorax-Rib Static Method and the Effects of Clinical Data on Its Performance"

description: Data from 160 participants prospectively included for model development (n=80) and time-split validation stages (n=80) from a study aimed to identify the 7th cervical spinous process (C7SP) by applying a palpation test at the neck. A physiotherapist located the C7SP using the modified thorax-rib static method (MTRSM) and placed a radio-opaque, circular marker over the skin. After palpation, the assessor measured the distance between the vertex of the head to the centre of the marker (DV-C7, in cm). Participants underwent chest radiography as the gold-standard method. A radiologist, blinded to the study aim, examined the images and reported the location of the radio-opaque marker over the spine in the radiography. The continuous test result comprises the DV-C7, whereas the radiologist’s report was regarded as the dichotomous reference test.
DOI: 10.17632/hbhmcgv6tg
title: Sustainable Production of Xylo-Oligosaccharides: A Comparative Environmental Life Cycle and Techno-economic Analysis

description: The Supplemental Data dataset provides an in-depth overview of a biorefinery system that processes 89.45 dry metric tons of oat bran per day into value-added products such as xylo-oligosaccharides (XOS) of varying purities, crystalline and syrup forms of D-xylose, lignin oil, and cellulose microfibers. It also includes an alternative configuration featuring a combined heat and power (CHP) system that generates electricity and steam from residual biomass. The dataset encompasses detailed process descriptions for feedstock handling, pretreatment, enzymatic hydrolysis, purification, and product recovery. It includes life cycle inventory (LCI) data adapted from the Ecoinvent database, techno-economic assumptions, capital and operational costs, and system-wide mass and energy balances. Additionally, it presents comparative environmental impact assessments using TRACI indicators and global warming potential (GWP) values for both the baseline and CHP scenarios. This comprehensive dataset supports both techno-economic analysis (TEA) and life cycle assessment (LCA) of biorefinery pathways for sustainable biochemical production.
DOI: 10.17632/ws43kysvhc
title: Data for: Infants Differentially Update Their Internal Models of a Dynamic Environment

description: Data files of three experiments with infants and adults.
DOI: 10.17632/3cjtkdmdm3
title: LINF_150017800

description: E1-like ubiquitin-activating enzyme | UBA5 Leishmania infantum (strain JPCM5)
DOI: 10.17632/4zs8nwcj6b
title: Railway Signals Passed At Danger: Bibliometric Dataset

description: Railway Signal Passed At Danger: Bibliometric Dataset
DOI: 10.17632/tjtpry4mgh
title: Reactive halogens increase the global methane lifetime and radiative forcing in the 21st century

description: Data used in the manuscript "Reactive halogens increase the global methane lifetime and radiative forcing in the 21st century".
DOI: 10.17632/msbxf4jfwn
title: Urban biodiversity assessment in Kochi city: A pilot study with reference to birds and butterflies (Poster)

description: Biodiversity is usually considered and monitored with a prejudiced notion that it is applicable only for rural or wild habitats. But the present scenario of urbanization demands more emphasis on assessment of biodiversity in urban environments. Urban biodiversity plays a critical role in maintaining the life of urban dwellers. Concurrently, urban species are under severe threat imparted by rapidly expanding urban centres. The present status of urban biodiversity is uncertain in many of the cities especially in India. In an attempt to assess urban biodiversity in Kochi, a fast-moving city in Kerala, a six month long assessment of taxa viz. birds and butterflies was conducted from September 2017 to February 2018. A checklist of observed species was prepared. A three month long quantitative monitoring was also carried out during this period in 100 randomly selected locations in Kochi city by point count method once in a month. Species diversity was assessed from the quantitative data by computing indices of richness, diversity and evenness. 70 species of birds belonging to 56 genera, 37 families and 14 orders and 70 species of butterflies belonging to 51 genera, 14 subfamilies and 5 families were recorded. The present study reveals an appreciable diversity of birds and butterflies in Kochi city. The various diversity indices estimated will serve as a baseline data for evaluation of man-made effects on urban ecosystem particularly on biodiversity. The results suggest that both the taxa can be considered for long term biodiversity monitoring programs because of their adaptability to urban environments and the feasibility of monitoring. Also the current assessment recommends a periodic quantitative monitoring in urban habitats with varying degree of urbanization. Such an assessment will be useful in generating a precise knowledge on the present status and dynamics of species diversity of urban birds and butterflies. Meaningful indicator species also can be proposed from them which can be used as the indicators of the state of overall biodiversity in urban habitats. This will be a suitable tool for sustainable urban planning in order to conserve and enhance the biodiversity of urban environments. 

(In A.B. Kumar, P.N. Krishnan, A.G. Pandurangan, C.K. Peethambaran & C. Sureshkumar (Eds.), Perspectives On Biodiversity Of India - Vol. IV: Proceedings of the International Biodiversity Congress (IBC 2018) (pp. 125-131). Thiruvananthapuram: Centre for Innovation in Science and Social Action (CISSA). ISBN: 978-81-937930-6-0.)
DOI: 10.17632/bmxzbw9hft
title: Google's DNI Fund (2016 to 2020)

description: Dataset containing the total amount of money awarded by Google's DNI Fund from 2016 to 2020 and the number of projects funded (by country).
DOI: 10.17632/tx3sd7f5b6
title: YMCA Branches and Community Locations in NJ

description: This data set provides the name and address of all YMCA branches and community center locations throughout the state of New Jersey.
DOI: 10.17632/fs8p4sxd9d
title: Demographic_Academic_Performance_Biochemistry_Data

description: The dataset comprises novel aspects, specifically in terms of biochemistry student's academic performance prediction at an early stage using academic and demographic features. The dataset may enable other researchers to conduct comparative studies and compare the findings of their local dataset with ours to further extend and understand the depth and breadth of phenomena under research. Researchers can investigate/compare whether demographic or academic features affect students’ performance based on region, country, program, and semester-wise. The datasets offered may provide an opportunity for researchers interested in performing potential experiments to extend their knowledge about the phenomena from different perspectives: 
• For educational research, the question of whether the student’s performance can be predicted by analyzing the demographic and academic (pre-admission) features.
• Students’ performance can be predicted at an early stage for various departments.
• Students’ performance can be predicted at the semester level and degree level.
• Also, the relationship between students’ performance and demographic and academic (pre-admission) features can be further explored.
• These datasets can make an important contribution to the pragmatic policy-related indicators to adjust the admission criteria so far.
DOI: 10.17632/mvrdcfbm3z
title: Data for: Synergistic effects of warming and disease linked to high mortality in cool-adapted terrestrial frogs

description: This data has pathogen (Batrachochytrium dendrobatidis) loads from an experiment comparing temperature to disease. Frogs of three species are allocated to 1 of 3 temperatures, being in either a Bd-exposed treatment or control (unexposed).
DOI: 10.17632/7phzv4835k
title: Data for: Reconstructing oxygen deficiency in the glacial Gulf of Alaska: Combining biomarkers and trace metals as paleo-redox proxies

description: BHT-x biomarker and redox sensitive trace element data related to the article: Zindorf et al., Reconstructing oxygen deficiency in the glacial Gulf of Alaska: Combining biomarkers and trace metals as paleo-redox proxies
DOI: 10.17632/nmng3k4kx6
title: The geochemical data of buried ferromanganese noduels in CCZ

description: The geochemical data of buried ferromanganese noduels in CCZ