cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6813977
title: Additional file 2 of Gene expression profiles in neurological tissues during West Nile virus infection: a critical meta-analysis

description: Result lists of differential analyses in group 1. The table displays result lists of the differential analyses in group 1. Rows representing those genes, common in the five individual studies of group 1. Two identifiers (‘GeneID’ and ‘Gene Symbol’) are used. Columns 3 to 18 are displaying the outcomes for different analysis variants: Columns, starting with the term ‘early’ are results from the ‘early merging’; same applies for the ‘late merging’. Columns of the individual studies begin with their identifier (see Fig. 2). For each, the p-values (‘.p’) and the adjusted p-values (‘.q’) were calculated. For the early and late merging, the absolute value of the test-statistic was also given out (‘.t.abs’). Columns ‘logFC.min’ and ‘logFC.max’ are showing the gene-wise minimum and maximum values of the logFCs from the individual studies. (XLSX 4787 kb)
DOI: 10.6084/m9.figshare.6813977.v1
title: Additional file 2 of Gene expression profiles in neurological tissues during West Nile virus infection: a critical meta-analysis

description: Result lists of differential analyses in group 1. The table displays result lists of the differential analyses in group 1. Rows representing those genes, common in the five individual studies of group 1. Two identifiers (‘GeneID’ and ‘Gene Symbol’) are used. Columns 3 to 18 are displaying the outcomes for different analysis variants: Columns, starting with the term ‘early’ are results from the ‘early merging’; same applies for the ‘late merging’. Columns of the individual studies begin with their identifier (see Fig. 2). For each, the p-values (‘.p’) and the adjusted p-values (‘.q’) were calculated. For the early and late merging, the absolute value of the test-statistic was also given out (‘.t.abs’). Columns ‘logFC.min’ and ‘logFC.max’ are showing the gene-wise minimum and maximum values of the logFCs from the individual studies. (XLSX 4787 kb)
DOI: 10.6084/m9.figshare.6813965
title: MOESM6 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 6: Table S6. The screening results of the test set with PCAD against training set. The panel selection scores are also given at the rightmost column.
DOI: 10.6084/m9.figshare.6813965.v1
title: MOESM6 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 6: Table S6. The screening results of the test set with PCAD against training set. The panel selection scores are also given at the rightmost column.
DOI: 10.6084/m9.figshare.6813935
title: Additional file 1: of Brain investment under colony-level selection: soldier specialization in Eciton army ants (Formicidae: Dorylinae)

description: Table S1. Brain region volume and head capsule size data for all subjects used in the analysis of caste differences in army ant brain investment. Species and caste for each subject are indicated. (XLSX 40 kb)
DOI: 10.6084/m9.figshare.6813935.v1
title: Additional file 1: of Brain investment under colony-level selection: soldier specialization in Eciton army ants (Formicidae: Dorylinae)

description: Table S1. Brain region volume and head capsule size data for all subjects used in the analysis of caste differences in army ant brain investment. Species and caste for each subject are indicated. (XLSX 40 kb)
DOI: 10.6084/m9.figshare.6813932
title: Additional file 3: of Alternative DNA secondary structure formation affects RNA polymerase II promoter-proximal pausing in human

description: A list of 5959 pausing sites located outside of RefSeq gene bodies. (DAT 234 kb)
DOI: 10.6084/m9.figshare.6813932.v1
title: Additional file 3: of Alternative DNA secondary structure formation affects RNA polymerase II promoter-proximal pausing in human

description: A list of 5959 pausing sites located outside of RefSeq gene bodies. (DAT 234 kb)
DOI: 10.6084/m9.figshare.6813914
title: Additional file 2: of Alternative DNA secondary structure formation affects RNA polymerase II promoter-proximal pausing in human

description: A list of 7972 pausing sites located within RefSeq gene bodies. (DAT 368 kb)
DOI: 10.6084/m9.figshare.6813848
title: MOESM12 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 12. The active molecules from AID 2559 and 2561 were considered as the test set. These were high throughput screened confirmatory bioassay dataset. AID 2559 was consisting of 58 active and 67 inactive molecules whereas, AID 2561 was having 37 actives and 148 inactive molecules. The actives from both were combined to get the test set as ARFF file.
DOI: 10.6084/m9.figshare.6813848.v1
title: MOESM12 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 12. The active molecules from AID 2559 and 2561 were considered as the test set. These were high throughput screened confirmatory bioassay dataset. AID 2559 was consisting of 58 active and 67 inactive molecules whereas, AID 2561 was having 37 actives and 148 inactive molecules. The actives from both were combined to get the test set as ARFF file.
DOI: 10.6084/m9.figshare.6813827
title: MOESM11 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 11. The 14 training sets used for study which is derived from AID 1721, a high throughput screened, confirmatory bioassay dataset on pyruvate kinase protein target of Leishmania mexicana. Training sets are given as ARFF file and have 179 molecular descriptors generated using PowerMV.
DOI: 10.6084/m9.figshare.6813827.v1
title: MOESM11 of Feature optimization in high dimensional chemical space: statistical and data mining solutions

description: Additional file 11. The 14 training sets used for study which is derived from AID 1721, a high throughput screened, confirmatory bioassay dataset on pyruvate kinase protein target of Leishmania mexicana. Training sets are given as ARFF file and have 179 molecular descriptors generated using PowerMV.
DOI: 10.6084/m9.figshare.6813728
title: Additional file 1: of Relationships between the acoustic startle response and prepulse inhibition in C57BL/6J mice: a large-scale meta-analytic study

description: Statistical results of group comparisons of percent PPI in C57BL/6J mice. (XLSX 167 kb)
DOI: 10.6084/m9.figshare.6813728.v1
title: Additional file 1: of Relationships between the acoustic startle response and prepulse inhibition in C57BL/6J mice: a large-scale meta-analytic study

description: Statistical results of group comparisons of percent PPI in C57BL/6J mice. (XLSX 167 kb)
DOI: 10.26180/5b4befa142c40
title: Table of publications, data, sampling & findings.pdf

description: This is a table of the publications in my thesis with information about, data instruments used, sampling procedures used, data analysis techniques, number of participants, research questions & findings.
DOI: 10.6084/m9.figshare.6813413
title: metagen_tut.tar.gz

description: tutorial data
DOI: 10.6084/m9.figshare.6813404
title: icsd_164801.cif

description: structure<br>
DOI: 10.6084/m9.figshare.6813413.v1
title: metagen_tut.tar.gz

description: tutorial data
DOI: 10.6084/m9.figshare.6813401.v2
title: Modul geomorfologi Karangsambung Geologi 2018

description: Modul geomorfologi Karangsambung Geologi 2018. Beberapa hal akan ditambahkan: file versi ppt, odp; penjelasan lebih rinci.<br>
DOI: 10.6084/m9.figshare.12890561
title: RNAseq data from maize lines segregating for two alleles at Inv4m - metadata and SRA accession

description: RNAseq libraries collected to study the effects of the Inv4m inversion on genome-wide gene expression in young maize seedlings. RNA was collected from 9 tissues across 2 time points and in two conditions (warm and cold). Libraries were sequenced on the Illumina HiSeq X Ten. Link to NCBI SRA Bioproject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA640392/
DOI: 10.6084/m9.figshare.12890561.v1
title: RNAseq data from maize lines segregating for two alleles at Inv4m - metadata and SRA accession

description: RNAseq libraries collected to study the effects of the Inv4m inversion on genome-wide gene expression in young maize seedlings. RNA was collected from 9 tissues across 2 time points and in two conditions (warm and cold). Libraries were sequenced on the Illumina HiSeq X Ten. Link to NCBI SRA Bioproject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA640392/
DOI: 10.6084/m9.figshare.6813131
title: Machine learning databases used for Journal of Geophysical Research: Space Physics manuscript: "New capabilities for prediction of high-latitude ionospheric scintillation: A novel approach with machine learning."

description: These data are described by the Journal of Geophysical Research: Space Physics manuscript: "New capabilities for prediction of high-latitude ionospheric scintillation: A novel approach with machine learning."<br>The file is organized as a comma separated values (.csv) file for ease of use with Python Pandas DataFrames. The data included are for observations from the Canadian High Arctic Ionospheric Network (CHAIN). CHAIN data are combined with solar and geomagnetic activity data to form a 'machine learning database' in which input 'features' are provided at a given time and attached to a 'label' that is the ionospheric phase scintillation at a future time (for prediction). The prediction lead time in these files is one hour. Full details of the input features and predictive task are provided in the paper. <br><br>Data are provided in two separate files for the years 2015 and 2016. <br>
DOI: 10.6084/m9.figshare.6813143
title: Jupyter notebook script to demonstrate the use of the machine learning databases and analysis for Journal of Geophysical Research: Space Physics manuscript: "New capabilities for prediction of high-latitude ionospheric scintillation: A novel approach with machine learning."

description: This Jupyter notebook script provides processing details to support the analysis and results of the Journal of Geophysical Research: Space Physics manuscript: "New capabilities for prediction of high-latitude ionospheric scintillation: A novel approach with machine learning."<br>It uses the two machine learning database data sets also provided in this FigShare project. <br>
DOI: 10.6084/m9.figshare.6813029
title: Population Estimates by Census Tract, New York State, by Age and Sex, 1990-2016.

description: This file contains population estimates by age and sex and single year for census tracts in New York State, from 1990-2016.<br>Iterative proportional fitting was used to develop populations that are consistent with official Census Bureau tract-level populations from 1990, 2000, and 2010 and single-year county-level population estimates published by the SEER program of the National Cancer Institute (https://seer.cancer.gov/popdata/). <br>The Longitudinal Tract Database (LTDB) (https://s4.ad.brown.edu/projects/diversity/researcher/bridging.htm) was used to report populations using 2010 census tract boundaries.<br>In effect, the approach assumes that population growth or reduction at the tract level mirrors what is happening at the county level. This is an improvement over linear or geometric interpolation between census years, but is still far from perfect. Census tracts can undergo rapid year-to-year population change, such as when new housing is constructed or, less frequently, demolished. An extreme example is census tract 1.04 in Westchester County, New York, which had a population of 0 in all 3 census years, as it was located entirely within an industrial area. Since 2010, multiple large high-rise condominiums have been constructed here, so that the population in 2018 is probably now in the thousands, though any estimation or projection method tied to the 2010 census will still count 0 people here. <br>It is conceivable that address files from the United States Postal Service or other sources could be used to capture these kinds of changes; I am unaware of any attempts to do this.<br>The file contains data for 4893 census tracts. It has been restricted to census tracts with nonzero populations in at least one of the census years. There are other census tracts consisting entirely of water, parkland, or non-residential areas as in the example above, which have been omitted.<br>These data are used for the calculation of small-area cancer rates in New York State.
DOI: 10.6084/m9.figshare.6813017
title: Effectiveness of wearing a bicycle helmet for impacts against the front of a vehicle and the road surface

description: <b>Objective:</b> To assess the effect of wearing a bicycle helmet using an adult headform in terms of the head injury criterion (HIC) when the frontal and lateral parts of the helmet impact a vehicle body and also when the frontal part of the helmet impacts the road surface. <b>Methods:</b> The adult headform was made to impact the hood, windscreen, roof top, and roof side rail of a vehicle body at an impact velocity of 35 km/h, which is a common head-to-vehicle impact velocity in real-world cyclist–vehicle collisions, in which the vehicle impacts the cyclist at 40 km/h. For the road surface impact experiments, we set a drop height of 1.5 m (impact velocity of 20 km/h). <b>Results:</b> Helmet usage helped to reduce the HIC when the frontal and lateral parts of the helmet impacted vehicle parts other than the hood. The HIC reduction for the frontal impact was greater than that for the lateral impact. Moreover, the higher the stiffness index of the vehicle structure, the greater was the HIC reduction. However, helmet usage was ineffective for reducing skull fracture risk (HIC 2558) when the lateral part of the helmet impacted stiffer parts of the vehicle, such as the roof side rail close to the B-pillar. Helmet usage helped to reduce the HIC by 91% when the frontal part of the helmet impacted the road surface. <b>Conclusions:</b> Wearing a helmet reduces skull fracture risk when the frontal and lateral parts of the helmet impact vehicle parts (excluding the hood) at 35 km/h and the road surface at 20 km/h. However, when the lateral part of the helmet impacts the B-pillar, the helmet cannot effectively reduce the skull fracture risk at these real-world velocities.
DOI: 10.6084/m9.figshare.6813017.v1
title: Effectiveness of wearing a bicycle helmet for impacts against the front of a vehicle and the road surface

description: <b>Objective:</b> To assess the effect of wearing a bicycle helmet using an adult headform in terms of the head injury criterion (HIC) when the frontal and lateral parts of the helmet impact a vehicle body and also when the frontal part of the helmet impacts the road surface. <b>Methods:</b> The adult headform was made to impact the hood, windscreen, roof top, and roof side rail of a vehicle body at an impact velocity of 35 km/h, which is a common head-to-vehicle impact velocity in real-world cyclist–vehicle collisions, in which the vehicle impacts the cyclist at 40 km/h. For the road surface impact experiments, we set a drop height of 1.5 m (impact velocity of 20 km/h). <b>Results:</b> Helmet usage helped to reduce the HIC when the frontal and lateral parts of the helmet impacted vehicle parts other than the hood. The HIC reduction for the frontal impact was greater than that for the lateral impact. Moreover, the higher the stiffness index of the vehicle structure, the greater was the HIC reduction. However, helmet usage was ineffective for reducing skull fracture risk (HIC 2558) when the lateral part of the helmet impacted stiffer parts of the vehicle, such as the roof side rail close to the B-pillar. Helmet usage helped to reduce the HIC by 91% when the frontal part of the helmet impacted the road surface. <b>Conclusions:</b> Wearing a helmet reduces skull fracture risk when the frontal and lateral parts of the helmet impact vehicle parts (excluding the hood) at 35 km/h and the road surface at 20 km/h. However, when the lateral part of the helmet impacts the B-pillar, the helmet cannot effectively reduce the skull fracture risk at these real-world velocities.
DOI: 10.6084/m9.figshare.6812921
title: green city

description: testing figures
DOI: 10.6084/m9.figshare.6812915
title: Supplemental Data for Safety and Pharmacokinetics of Single Dose Novel Oral Androgen 11β-Methyl-19-Nortestosterone-17β-dodecylcarbonate in Men

description: Supplemental Figure 1: Structures and conversion of 11β-MNTDC (prodrug) to 11β-MNT (drug) by endogenous esterases.<br>Supplemental TextMethods: Inclusion and Exclusion CriteriaMethods: Assays<br>Supplemental Table S1List of all adverse events experienced during the study<br>
DOI: 10.6084/m9.figshare.6812921.v2
title: green city

description: testing figures
DOI: 10.6084/m9.figshare.6812915.v1
title: Supplemental Data for Safety and Pharmacokinetics of Single Dose Novel Oral Androgen 11β-Methyl-19-Nortestosterone-17β-dodecylcarbonate in Men

description: Supplemental Figure 1: Structures and conversion of 11β-MNTDC (prodrug) to 11β-MNT (drug) by endogenous esterases.<br>Supplemental TextMethods: Inclusion and Exclusion CriteriaMethods: Assays<br>Supplemental Table S1List of all adverse events experienced during the study<br>
DOI: 10.6084/m9.figshare.6812480
title: ADHD

description: EEG data from ADHD subjects (all healthy boys). Age of the subjects is in the docx file. <br> At the top of each EEG file is the name/position of the electrodes <br><br> Record data is as follows:<br> 256 Hz, a high pass (frequency cut-off: 0.05 Hz), a low pass (frequency cut-off: 80 Hz) and a notch filter (50 Hz).
DOI: 10.6084/m9.figshare.6812474
title: List of Data Journalism University Courses and Programmes

description: A list of data journalism courses and programmes from universities and higher education institutions around the world.<br>Gathered through a combination of desk research, keyword querying, sub-domain searches and suggestions solicited via social media.<br>For suggestions please add an issue on the following repository: https://github.com/jwyg/data-journalism-courses
DOI: 10.6084/m9.figshare.6810707
title: Controls

description: EEG data from control subjects (all healthy boys). Age of the subjects is in the docx file. <br> At the top of each EEG file is the name/position of the electrodes <br><br> Record data is as follows:<br> 256 Hz, a high pass (frequency cut-off: 0.05 Hz), a low pass (frequency cut-off: 80 Hz) and a notch filter (50 Hz).
DOI: 10.6084/m9.figshare.6810029
title: sce_filteredExpr10_SimKumar8hard.rds

description: Simulated scRNA-seq data with 8 highly overlapping cell populations.
DOI: 10.6084/m9.figshare.6810029.v1
title: sce_filteredExpr10_SimKumar8hard.rds

description: Simulated scRNA-seq data with 8 highly overlapping cell populations.
DOI: 10.6084/m9.figshare.6810008
title: Hour data for days 5520-9100 from Radon signals in geological (natural) geogas and in a simultaneous enhanced confined mode simulation experiment

description: Data for Figures
DOI: 10.6084/m9.figshare.6810008.v1
title: Hour data for days 5520-9100 from Radon signals in geological (natural) geogas and in a simultaneous enhanced confined mode simulation experiment

description: Data for Figures
DOI: 10.6084/m9.figshare.6809987
title: FIGURE

description: a test
DOI: 10.6084/m9.figshare.6809987.v1
title: FIGURE

description: a test
DOI: 10.6084/m9.figshare.6809984.v2
title: Supplemental material

description: Supplemental material article: Pasireotide responsiveness in acromegaly is mainly driven by somatostatin receptor subtype 2 expression.<br>
DOI: 10.6084/m9.figshare.6809927
title: fMRIPrep - workflows

description: Supporting figures to paper
DOI: 10.6084/m9.figshare.6809927.v2
title: fMRIPrep - workflows

description: Supporting figures to paper
DOI: 10.6084/m9.figshare.6809927.v1
title: fMRIPrep - workflows

description: Supporting figures to paper
DOI: 10.6084/m9.figshare.6809906
title: Ecosystem services supply in protected mountains of Greece: setting the baseline for conservation management

description: The mapping and assessment of ecosystems and their services, an initiative under the EU Biodiversity Strategy to 2020, sets the basis for national ecosystem assessments in EU Member States, including Greece. The highly diverse and heterogeneous Greek landscape provides multiple ecosystem services (ES) and benefits to society. However, the rich knowledge base corresponds to limited research to support a national ecosystem assessment in Greece. In this paper, we apply a rapid method to map ecosystem types and quantify ES supply provided by mountainous protected areas. Using habitat type level data, we created a detailed ecosystem type map that was used as a baseline to assess the supply of provisioning and regulating and maintenance ES. We also applied a site-oriented approach to record and score the ES supply in each protected area. Summing up individual ES supply resulted in a total ES supply map which was used to identify ES hot spot areas within the Greek Natura 2000 mountainous sites. The results: (1) corroborate the hypothesis that protected areas should be treated as high value bio-physical and social-cultural complexes accounting for a significant part of the national capital; (2) highlight data gaps at the national level and limitations of ES mapping methods under such data restrictions; (3) are intended to provide to stakeholders and decision-makers, baseline information for future applied research and conservation management actions.<b>EDITED BY</b> Matthias Schröter <b>EDITED BY</b> Matthias Schröter
DOI: 10.6084/m9.figshare.6809906.v1
title: Ecosystem services supply in protected mountains of Greece: setting the baseline for conservation management

description: The mapping and assessment of ecosystems and their services, an initiative under the EU Biodiversity Strategy to 2020, sets the basis for national ecosystem assessments in EU Member States, including Greece. The highly diverse and heterogeneous Greek landscape provides multiple ecosystem services (ES) and benefits to society. However, the rich knowledge base corresponds to limited research to support a national ecosystem assessment in Greece. In this paper, we apply a rapid method to map ecosystem types and quantify ES supply provided by mountainous protected areas. Using habitat type level data, we created a detailed ecosystem type map that was used as a baseline to assess the supply of provisioning and regulating and maintenance ES. We also applied a site-oriented approach to record and score the ES supply in each protected area. Summing up individual ES supply resulted in a total ES supply map which was used to identify ES hot spot areas within the Greek Natura 2000 mountainous sites. The results: (1) corroborate the hypothesis that protected areas should be treated as high value bio-physical and social-cultural complexes accounting for a significant part of the national capital; (2) highlight data gaps at the national level and limitations of ES mapping methods under such data restrictions; (3) are intended to provide to stakeholders and decision-makers, baseline information for future applied research and conservation management actions.<b>EDITED BY</b> Matthias Schröter <b>EDITED BY</b> Matthias Schröter
DOI: 10.6084/m9.figshare.6809888
title: Network23_test16_2025

description: HexSim output for final model
DOI: 10.6084/m9.figshare.6809888.v1
title: Network23_test16_2025

description: HexSim output for final model
DOI: 10.6084/m9.figshare.6809819
title: DATABASE Avoidable workload of care for patients living with HIV infection in Abidjan, Côte d'Ivoire: a cross-sectional study

description: Database from "Avoidable workload of care for patients living with HIV infection in Abidjan, Côte d'Ivoire: a cross-sectional study"
DOI: 10.6084/m9.figshare.6809882.v1
title: FIGURE 4. (a)

description: the time course curves of the impact force under single impact