cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12961829.v5
title: Figure 3-source data 2

description: Raw image data and intermediate analysis results supporting Figure 3 and related figure supplements, from the manuscript "Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy".<br><br>The intermediate analysis results contain imagej ROI (regions of interest) files, Matlab data files (.mat) and Matlab scripts (.m).
DOI: 10.6084/m9.figshare.12961829.v4
title: Figure 3, 4, 5 and Rebuttal Figure 1 data supporting manuscript Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy.

description: Raw image data in ome.tiff format, supporting Figure 3, 4 and 5a of the manuscript Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy.<br>Furthermore, a Matlab analysis script for panel 3d, the numerical data and analysis parameters supporting the plots in panel 3c-e, 4b, 4d, 4e, 5a, Supplementary figure panel 2b and Rebuttal Figure 1 are given. The .opju analysis data file can be opened with OriginPro2020, or with the freely distributed Origin viewer (https://www.originlab.com/viewer/).
DOI: 10.6084/m9.figshare.12961823
title: Figure 2-source data 2

description: Raw image data and intermediate analysis results supporting Figure 2 and related figure supplements, from the manuscript "Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy".<br><br>The intermediate analysis results contain image files, imagej ROI (regions of interest) files, imagej macro's (.ijm), Matlab data files (.mat), Matlab scripts (.m) and tab delimited data files (Results ... .txt).
DOI: 10.6084/m9.figshare.12961823.v3
title: Figure 2 and Supplementary Figure 5 data supporting manuscript Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy.

description: Raw image data in ome.tiff format, supporting Figure 2 and Supplementary Figure 5 of the manuscript Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy. <br>Furthermore, the imagej analysis scripts, numerical data and analysis parameters supporting the plots in panel 2c and 2d are given. The .opju analysis data file can be opened with OriginPro2020, or with the freely distributed Origin viewer (https://www.originlab.com/viewer/).
DOI: 10.6084/m9.figshare.12961817.v4
title: Figure 1-source data 2

description: Raw image data supporting Figure 1 and related figure supplements, from the manuscript "Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy".
DOI: 10.6084/m9.figshare.12961817
title: Figure 1-source data 2

description: Raw image data supporting Figure 1 and related figure supplements, from the manuscript "Intravital Deep-Tumor Single-Beam 3-Photon, 4-Photon and Harmonic Microscopy".
DOI: 10.20372/aau_rdr/fxwp6x
title: Transformational Geometry

description: Transformational Geometry
DOI: 10.5281/zenodo.5751341
title: Host cell maturation modulates parasite invasion and sexual differentiation in Plasmodium.

description: Raw expression counts data is provided along with code needed to analyse the scRNA-seq data presented in the publication "Host cell maturation modulates parasite invasion and sexual differentiation in Plasmodium."
DOI: 10.5281/zenodo.5751340
title: Host cell maturation modulates parasite invasion and sexual differentiation in Plasmodium.

description: Raw expression counts data is provided along with code needed to analyse the scRNA-seq data presented in the publication "Host cell maturation modulates parasite invasion and sexual differentiation in Plasmodium."
DOI: 10.6084/m9.figshare.17121203
title: Impact of Education 4.0 among Engineering Students for Learning English Language

description: The methodology of the study has applied quantitative research. The study has employed pre-tested, close-ended questionnaires and post-assessment to gather data from the respondents to understand students’ performance in English language learning after implying Education 4.0. The five-point Likert scale has been used to analyse the collected data and to get mean values of responses. The total number of respondents is 145 students who pursue their engineering degrees in the select region. Among the collected data, most of them were from urban. The data obtained from the respondents proved that there is a direct correlation between the students’ perception and implementation of Education 4.0 in learning the English language. This study indicated that the respondents upheld Education 4.0 to improve English language learning in Hyderabad, India.
DOI: 10.6084/m9.figshare.17121203.v1
title: Impact of Education 4.0 among Engineering Students for Learning English Language

description: The methodology of the study has applied quantitative research. The study has employed pre-tested, close-ended questionnaires and post-assessment to gather data from the respondents to understand students’ performance in English language learning after implying Education 4.0. The five-point Likert scale has been used to analyse the collected data and to get mean values of responses. The total number of respondents is 145 students who pursue their engineering degrees in the select region. Among the collected data, most of them were from urban. The data obtained from the respondents proved that there is a direct correlation between the students’ perception and implementation of Education 4.0 in learning the English language. This study indicated that the respondents upheld Education 4.0 to improve English language learning in Hyderabad, India.
DOI: 10.6084/m9.figshare.14829273
title: Biogeographical patterns of grasses (Poaceae) indigenous to South Africa, Lesotho and Eswatini

description: The ecological and economical importance of African grasses in sustaining animal production prompted studies to quantify the wealth of grass genetic resources indigenous to southern Africa. Plant collection and occurrence data were extracted from two southern African datasets, BODATSA and PHYTOBAS, and analysed to establish biogeographical patterns in the grass flora indigenous to South Africa, Lesotho and Eswatini. A total of 1 648 quarter degree grid cells, representing 674 grass species, were used in an agglomerative hierarchical clustering to determine biogeographical units being referred to as grasschoria. Six distinct groups formed, mainly following existing biome vegetation units, termed the Grassland, Indian Ocean Coastal Belt, Fynbos, Savanna, Central Arid Region and Succulent Karoo grasschoria. The description focuses on associated phytochoria, floristic links, key species, climate and soil properties. The main gradient distinguishing grasschoria was a rainfall-temperature gradient. The collection, conservation and breeding of pasture grass species adapted to especially arid and semi-arid environments, could be managed more efficiently by using these results, but also calling on the need to describe and label infraspecific genetic variants, including ecotypes.
DOI: 10.6084/m9.figshare.14829273.v1
title: Biogeographical patterns of grasses (Poaceae) indigenous to South Africa, Lesotho and Eswatini

description: The ecological and economical importance of African grasses in sustaining animal production prompted studies to quantify the wealth of grass genetic resources indigenous to southern Africa. Plant collection and occurrence data were extracted from two southern African datasets, BODATSA and PHYTOBAS, and analysed to establish biogeographical patterns in the grass flora indigenous to South Africa, Lesotho and Eswatini. A total of 1 648 quarter degree grid cells, representing 674 grass species, were used in an agglomerative hierarchical clustering to determine biogeographical units being referred to as grasschoria. Six distinct groups formed, mainly following existing biome vegetation units, termed the Grassland, Indian Ocean Coastal Belt, Fynbos, Savanna, Central Arid Region and Succulent Karoo grasschoria. The description focuses on associated phytochoria, floristic links, key species, climate and soil properties. The main gradient distinguishing grasschoria was a rainfall-temperature gradient. The collection, conservation and breeding of pasture grass species adapted to especially arid and semi-arid environments, could be managed more efficiently by using these results, but also calling on the need to describe and label infraspecific genetic variants, including ecotypes.
DOI: 10.6084/m9.figshare.16810885.v2
title: Raw data Paper 1 .xlsx

description: The first document (Raw data) includes the raw data used in the following study: The effect of eight-week functional core training on core sta-bility in young Rhythmic gymnasts: A randomized clinical trial.<br>There is a first part of data corresponding to group, level, cronological age, weight and height of the gymnasts (Columns B,C, D, E, I, J, K and L). The following data represents the gymnast's peak high velocity and the mature factor (G and H columns). Then the data from the antropometric study of the gymnasts (from column M to AD column). Data from pressure bieofeedback unit tests (PBU) and pelvic tilt test (Columns fro AE to AX).<br>The second document (Raw data PHV) includes the data to calculate the peak hight velocity and the maturation factor of the gymanasts usig the anthropometric measures methodology. (Mirwarld et al. 2002)<br>
DOI: 10.34740/kaggle/dsv/2881620
title: AutoXGB
DOI: 10.6084/m9.figshare.17121308
title: Impact of Education 4.0 among Engineering Students for Learning English Language

description: The methodology of the study has applied quantitative research. The study has employed pre-tested, close-ended questionnaires and post-assessment to gather data from the respondents to understand students’ performance in English language learning after implying Education 4.0. The five-point Likert scale has been used to analyse the collected data and to get mean values of responses. The total number of respondents is 145 students who pursue their engineering degrees in the select region. Among the collected data, most of them were from urban. The data obtained from the respondents proved that there is a direct correlation between the students’ perception and implementation of Education 4.0 in learning the English language. This study indicated that the respondents upheld Education 4.0 to improve English language learning in Hyderabad, India.
DOI: 10.6084/m9.figshare.17121308.v1
title: Impact of Education 4.0 among Engineering Students for Learning English Language

description: The methodology of the study has applied quantitative research. The study has employed pre-tested, close-ended questionnaires and post-assessment to gather data from the respondents to understand students’ performance in English language learning after implying Education 4.0. The five-point Likert scale has been used to analyse the collected data and to get mean values of responses. The total number of respondents is 145 students who pursue their engineering degrees in the select region. Among the collected data, most of them were from urban. The data obtained from the respondents proved that there is a direct correlation between the students’ perception and implementation of Education 4.0 in learning the English language. This study indicated that the respondents upheld Education 4.0 to improve English language learning in Hyderabad, India.
DOI: 10.20372/aau_rdr/vyyolt/enbstb
title: Mulugeta Abie.pdf

description: :unav
DOI: 10.20372/aau_rdr/3jed5k/axxn4i
title: 778-2005_አዎጅ.pdf

description: :unav
DOI: 10.20372/aau_rdr/vyyolt
title: Challenges of Building Developmental States in Africa

description: Challenges of Building Developmental States in Africa
DOI: 10.20372/aau_rdr/szfqrn/gmmtzi
title: spacing-1.json

description: :unav
DOI: 10.20372/aau_rdr/3jed5k
title: Social Anthropology

description: Social Anthropology
DOI: 10.20372/aau_rdr/szfqrn/tgl5rd
title: text-styles-2.json

description: :unav
DOI: 10.20372/aau_rdr/szfqrn/twtnur
title: spacing.json

description: :unav
DOI: 10.20372/aau_rdr/f8p8fn/9dmren
title: Computer class report.docx

description: :unav
DOI: 10.20372/aau_rdr/szfqrn/elpij6
title: text-styles-1.json

description: :unav
DOI: 10.20372/aau_rdr/f8p8fn
title: CDS dataset

description: data type, atributes
DOI: 10.20372/aau_rdr/szfqrn/9zkabk
title: colors-1.json

description: :unav
DOI: 10.20372/aau_rdr/szfqrn/jmzsue
title: spacing-2.json

description: :unav
DOI: 10.20372/aau_rdr/szfqrn/g9xut9
title: colors.json

description: :unav
DOI: 10.20372/aau_rdr/7o2okj/xqbare
title: 179.pdf

description: :unav
DOI: 10.20372/aau_rdr/7o2okj
title: Electrical materials workflow

description: Electrical and Computer Engineering
DOI: 10.20372/aau_rdr/szfqrn/nofawl
title: text-styles.json

description: :unav
DOI: 10.20372/aau_rdr/szfqrn/pjkbp0
title: colors-2.json

description: :unav
DOI: 10.20372/aau_rdr/szfqrn
title: Milk Data

description: Milk Production Data
DOI: 10.20372/aau_rdr/gnir0m
title: Land Use Fragmentation

description: Research Data
DOI: 10.20372/aau_rdr/rjfypu
title: school management

description: research data
DOI: 10.20372/aau_rdr/rjf9dt/b20xr3
title: SID-0000000749678.pdf

description: :unav
DOI: 10.20372/aau_rdr/rjf9dt/mjntk5
title: sample.pdf

description: :unav
DOI: 10.20372/aau_rdr/rjf9dt
title: Survey Data

description: This data contain the population distribution in the area of small business.
DOI: 10.20372/aau_rdr/tvukry/wm9yyp
title: dddddd.pdf

description: :unav
DOI: 10.20372/aau_rdr/tvukry
title: federal governor

description: this data set is talk about federal government
DOI: 10.20372/aau_rdr/0knm0n/bwn8cn
title: web content.docx

description: :unav
DOI: 10.20372/aau_rdr/0knm0n
title: fine art

description: fine art document.
DOI: 10.20372/aau_rdr/cndgfi/0hclnz
title: Library Rules.docx

description: :unav
DOI: 10.20372/aau_rdr/fyirgl/5pzlpx
title: Current Status And Development Opportunities Of Bamboo Industry In Ethiopia

description: :unav
DOI: 10.20372/aau_rdr/cndgfi
title: Business policy

description: this document is policy and implementation for business
DOI: 10.20372/aau_rdr/fyirgl
title: Test Peace and Security in Ethiopia

description: This is just a test dateset for Peace and Security
DOI: 10.6084/m9.figshare.17121326.v1
title: Data files for analysis reported in M&C manuscript

description: Data files for analysis reported in M&C manuscript
DOI: 10.6084/m9.figshare.17121326
title: Data files for analysis reported in M&C manuscript

description: Data files for analysis reported in M&C manuscript
DOI: 10.20372/aau_rdr/trjmzc
title: baiology

description: sal baiology
DOI: 10.20372/aau_rdr/mg9i7n/f6a6hz
title: staff background new 2013.xlsx

description: :unav
DOI: 10.20372/aau_rdr/mg9i7n/5ava92
title: README.md

description: :unav
DOI: 10.20372/aau_rdr/mg9i7n/vjq6uh
title: 1-s2.0-S0923753420381473-main.pdf

description: :unav
DOI: 10.20372/aau_rdr/mg9i7n
title: Role of Leadership

description: About leadership role
DOI: 10.20372/aau_rdr/6mu5e6/xqskpr
title: 775-2005_አዎጅ.pdf

description: :unav
DOI: 10.20372/aau_rdr/6mu5e6/hc3uky
title: 774-2005_አዎጅ.pdf

description: :unav
DOI: 10.20372/aau_rdr/6mu5e6
title: Morpheme Based Bi Directional Ge'ez-Amharic STM Dataset

description: It Dataset for conducting word-based, and morpheme-based experiments
DOI: 10.20372/aau_rdr/mzii4i/lapv3l
title: Feb 2020 PhD thesis (2).docx

description: :unav
DOI: 10.20372/aau_rdr/mzii4i/xtelwx
title: README.md

description: :unav
DOI: 10.20372/aau_rdr/mzii4i
title: International relation

description: This is international relation
DOI: 10.5281/zenodo.5751501
title: SAHWA Youth Survey 2016 Dataset (2021)

description: This dataset contains the opinion of 9,860 young people from Algeria, Egypt, Lebanon, Morocco, and Tunisia on issues related to education, employment and social inclusion, political engagement, culture and values, gender issues, migration and international mobility, and public policies and international cooperation. The data were collected through face-to-face interviews with youngsters aged 15 to 29 from the five countries of study – Algeria, Egypt, Lebanon, Morocco, and Tunisia – in 2015 and 2016 in the framework of SAHWA Youth Survey. SAHWA Youth Survey is a cross-national survey carried out within the framework of FP-7 EU funded project "SAHWA: Researching Arab Mediterranean Youth. Towards a New Social Contract" (SAHWA, www.sahwa.eu and https://www.cidob.org/es/proyectos/finalizado/sahwa). The Barcelona Centre for International Affairs (CIDOB, www.cidob.org) developed the survey with the assistance of the Barcelona-based Research and Expertise Centre for Survey Methodology (RECSM, Pompeu Fabra University). Apart from the dataset, the following documents can be found on this page: SAHWA Codebook SAHWA Documentation Report SAHWA National Methodological reports (for each country of study) SAHWA questionnaires (Source questionnaire and national questionnaires including country-specific questions)
DOI: 10.5281/zenodo.5751500
title: SAHWA Youth Survey 2016 Dataset (2021)

description: This dataset contains the opinion of 9,860 young people from Algeria, Egypt, Lebanon, Morocco, and Tunisia on issues related to education, employment and social inclusion, political engagement, culture and values, gender issues, migration and international mobility, and public policies and international cooperation. The data were collected through face-to-face interviews with youngsters aged 15 to 29 from the five countries of study – Algeria, Egypt, Lebanon, Morocco, and Tunisia – in 2015 and 2016 in the framework of SAHWA Youth Survey. SAHWA Youth Survey is a cross-national survey carried out within the framework of FP-7 EU funded project "SAHWA: Researching Arab Mediterranean Youth. Towards a New Social Contract" (SAHWA, www.sahwa.eu and https://www.cidob.org/es/proyectos/finalizado/sahwa). The Barcelona Centre for International Affairs (CIDOB, www.cidob.org) developed the survey with the assistance of the Barcelona-based Research and Expertise Centre for Survey Methodology (RECSM, Pompeu Fabra University). Apart from the dataset, the following documents can be found on this page: SAHWA Codebook SAHWA Documentation Report SAHWA National Methodological reports (for each country of study) SAHWA questionnaires (Source questionnaire and national questionnaires including country-specific questions)
DOI: 10.5281/zenodo.5646467
title: Selected articles from the scoping review of biomarker discovery studies for the EU project on "Personalised Medicine Trials" (PERMIT)

description: This dataset provides the data extracted for the scoping review of the literature on biomarker discovery studies for patient stratification using machine learning analysis of omics data, as part of the EU project on “Personalised Medicine Trials” (PERMIT). It covers the references for all articles selected as part of the scoping review, as well as information on the study type and methodology, the outcome measures, the validation type, and representative sentences extracted from each article on the main results and key findings of the corresponding biomarker study.
DOI: 10.5281/zenodo.5646466
title: Selected articles from the scoping review of biomarker discovery studies for the EU project on "Personalised Medicine Trials" (PERMIT)

description: This dataset provides the data extracted for the scoping review of the literature on biomarker discovery studies for patient stratification using machine learning analysis of omics data, as part of the EU project on “Personalised Medicine Trials” (PERMIT). It covers the references for all articles selected as part of the scoping review, as well as information on the study type and methodology, the outcome measures, the validation type, and representative sentences extracted from each article on the main results and key findings of the corresponding biomarker study.
DOI: 10.25721/fpq9-9r95
title: Dans l'omnibus de la Bastille
DOI: 10.25721/xnpt-ee43
title: Ne dansez pas tant
DOI: 10.25721/v0ap-y370
title: Un jour une jeune fille voulait se marier
DOI: 10.25721/39r2-xa52
title: Son tu Pierrou
DOI: 10.6084/m9.figshare.14376479.v2
title: Sleep-related traits and attention-deficit/hyperactivity disorder comorbidity: Shared genetic risk factors, molecular mechanisms, and causal effects

description: To evaluate the shared genetic components, common pathways and causal relationship between ADHD and sleep-related phenotypes We used the largest genome-wide association summary statistics available for attention-deficit/hyperactivity disorder (ADHD) and various sleep-related phenotypes (insomnia, napping, daytime dozing, snoring, ease getting up, daytime sleepiness, sleep duration and chronotype). We estimated the genomic correlation using cross-trait linkage disequilibrium score regression (LDSR) and investigated the potential common mechanisms using gene-based cross-trait metanalyses and functional enrichment analyses. The causal effect was estimated using two-sample Mendelian randomisation (TSMR), using the inverse variance weighted method as the main estimator. A positive genomic correlation between insomnia, daytime napping, daytime dozing, snoring, daytime sleepiness, short and long sleep duration, and ADHD was observed. Insomnia, daytime sleepiness, and snoring shared genes with ADHD, that are involved in neurobiological functions and regulatory signalling pathways. The TSMR supported a causal effect of insomnia, daytime napping, and short sleep duration on ADHD, and of ADHD on long sleep duration and chronotype. Comorbidity between sleep phenotypes and ADHD may be mediated by common genetic factors that play an important role in neuronal signalling pathways. A causal effect of sleep disturbances and short sleep duration on ADHD reinforced their role as predictors of ADHD.
DOI: 10.6084/m9.figshare.14376521
title: Polygenic risk for traumatic loss-related PTSD in US military veterans: Protective effect of secure attachment style

description: To examine whether attachment style moderates the relationship between polygenic risk scores (PRS) for posttraumatic stress disorder (PTSD) re-experiencing (PTSD<sub>REX</sub>) symptoms and the severity of and positive screen for traumatic loss-related PTSD. Data were analysed from 631 US veterans who endorsed ‘unexpected death of a loved one’ as their ‘worst’ traumatic event. Multivariable models evaluated the association between PRS for PTSD<sub>REX,</sub> attachment style, and their interaction in predicting severity and positive screen for PTSD. A gene enrichment analysis was conducted to identify possible molecular mechanisms underlying the association between PTSD<sub>REX</sub> PRS and PTSD. PTSD<sub>REX</sub> PRS (<i>β</i> = 0.17; odds ratio [OR] = 1.85), attachment style (<i>β</i>= −0.33; OR = 0.14), and PTSD<sub>REX</sub> PRS × attachment style interaction (<i>β</i>= −0.12; OR = 0.53) were significant predictors of the severity and positive screen for PTSD. The most significant gene set detected was the gene ontology (GO) cellular component podosome set (GO:0002102, <i>p</i> −5). Having a secure attachment style may help mitigate polygenic risk for developing traumatic loss-related PTSD in US veterans. Podosomes, which are implicated in inflammatory and neuroplasticity processes, may contribute to the genetic liability to developing loss-related PTSD. Psychological treatments targeting attachment security may help mitigate increased polygenic risk for loss-related PTSD in this population.