cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14805693
title: Speedtest broadband performance by AUS Federal Electorate

description: This dataset analyses Speedtest Open Data by Australian Federal Electorate. Original dataset was Q1, 2020. Now updated (v.3) with Q1, 2021. <br> Analysis of GPS coordinates to Federal Electorate, thanks to E Helderop. <br> Jupyter analysis by Ferrers. <br> NB: There are a number of locations that don't match to an electorate. This is about 5% of the data. For 2020, 4195 rows (from total 87k rows). For 2021, 3875 rows (from total 79k rows). Rows are described in missingElectorate.csv file. See link to Google Map, showing missing Electorate points - they look like they are all in the water. <br> Errata: noted missing data, when lowercase letters in electorate name, did not match with Electorate file eg Eden-Monaro, McPherson, McEwen, McMahon, O'Connor. Reload csv files updated with revised capitalisation. <br> To do: Plot Rural datapoints Q120 - add to figshare. <br> Changelog: v4. Analysing Q120 Rural electorates. Extract from main table and export as CSV and geojson (37k rows). Plotted - shows widely across AU (img not loaded). Looks like whole dataset. Updated code in v1.3.1, and v1.4 ipynb. (Aug '22). v3.1 Update testing code in v3.1 ipynb. v3. Upload csv with capitals added per Errata. Affects about 4000 rows, approx 5% of file. Revise Regional Type 21 image v2. v2. Upload missingElectorate.csv file. v1.4. Added graph for 2021 analysis, overall uplift, plus analysis by Regional Type. (v1.2 ipynb) v1.3. Added data for Q1-2021. Source: Helderop. v1.2. Added pics by Electorate type; rural/provincial/inner-outerUrban (source: AEC link below), added four sample electorates comparison graph - like four cities comparison. Added updated Jupyter v1.1. v1 Initial load, data, pics and jupyter. <br> Speedtest data is CC-BY-NC-SA, so this derived dataset is too. (Link below) <br>
DOI: 10.6084/m9.figshare.14805693.v4
title: Speedtest broadband performance by AUS Federal Electorate

description: This dataset analyses Speedtest Open Data by Australian Federal Electorate. Original dataset was Q1, 2020. Now updated (v.3) with Q1, 2021.<br>Analysis of GPS coordinates to Federal Electorate, thanks to E Helderop.<br>Jupyter analysis by Ferrers.<br>NB: There are a number of locations that don't match to an electorate. This is about 5% of the data. For 2020, 4195 rows (from total 87k rows). For 2021, 3875 rows (from total 79k rows). Rows are described in missingElectorate.csv file.See link to Google Map, showing missing Electorate points - they look like they are all in the water.<br>Errata: noted missing data, when lowercase letters in electorate name, did not match with Electorate file eg Eden-Monaro, McPherson, McEwen, McMahon, O'Connor. Reload csv files updated with revised capitalisation. <br>Changelog:v3.1 Update testing code in v3.1 ipynb.v3. Upload csv with capitals added per Errata. Affects about 4000 rows, approx 5% of file. Revise Regional Type 21 image v2.v2. Upload missingElectorate.csv file.v1.4. Added graph for 2021 analysis, overall uplift, plus analysis by Regional Type. (v1.2 ipynb)v1.3. Added data for Q1-2021. Source: Helderop.v1.2. Added pics by Electorate type; rural/provincial/inner-outerUrban (source: AEC link below), added four sample electorates comparison graph - like four cities comparison. Added updated Jupyter v1.1.v1 Initial load, data, pics and jupyter.<br>Speedtest data is CC-BY-NC-SA, so this derived dataset is too. (Link below)<br>
DOI: 10.6084/m9.figshare.14805693.v5
title: Speedtest broadband performance by AUS Federal Electorate

description: This dataset analyses Speedtest Open Data by Australian Federal Electorate. Original dataset was Q1, 2020. Now updated (v.3) with Q1, 2021. <br> Analysis of GPS coordinates to Federal Electorate, thanks to E Helderop. <br> Jupyter analysis by Ferrers. <br> NB: There are a number of locations that don't match to an electorate. This is about 5% of the data. For 2020, 4195 rows (from total 87k rows). For 2021, 3875 rows (from total 79k rows). Rows are described in missingElectorate.csv file. See link to Google Map, showing missing Electorate points - they look like they are all in the water. <br> Errata: noted missing data, when lowercase letters in electorate name, did not match with Electorate file eg Eden-Monaro, McPherson, McEwen, McMahon, O'Connor. Reload csv files updated with revised capitalisation. <br> To do: Plot Rural datapoints Q120 - add to figshare. <br> Changelog: v4. Analysing Q120 Rural electorates. Extract from main table and export as CSV and geojson (37k rows). Plotted - shows widely across AU (img not loaded). Looks like whole dataset. Updated code in v1.3.1, and v1.4 ipynb. (Aug '22). v3.1 Update testing code in v3.1 ipynb. v3. Upload csv with capitals added per Errata. Affects about 4000 rows, approx 5% of file. Revise Regional Type 21 image v2. v2. Upload missingElectorate.csv file. v1.4. Added graph for 2021 analysis, overall uplift, plus analysis by Regional Type. (v1.2 ipynb) v1.3. Added data for Q1-2021. Source: Helderop. v1.2. Added pics by Electorate type; rural/provincial/inner-outerUrban (source: AEC link below), added four sample electorates comparison graph - like four cities comparison. Added updated Jupyter v1.1. v1 Initial load, data, pics and jupyter. <br> Speedtest data is CC-BY-NC-SA, so this derived dataset is too. (Link below) <br>
DOI: 10.6084/m9.figshare.20703727
title: nisaetus_floris_zanfona_1.fasta.gz

description: ......
DOI: 10.6084/m9.figshare.20703727.v1
title: nisaetus_floris_zanfona_1.fasta.gz

description: ......
DOI: 10.6084/m9.figshare.20703874
title: pandion_haliaetus_zanfona_1.fasta.gz

description: .......
DOI: 10.6084/m9.figshare.20703874.v1
title: pandion_haliaetus_zanfona_1.fasta.gz

description: .......
DOI: 10.6084/m9.figshare.20704035.v1
title: Data for Fig 3 from <i>Tubulator</i>: an automated approach to analysis of t-tubule and dyadic organization in cardiomyocytes

description: During cardiac disease, t-tubules and dyads are remodelled and disrupted within cardiomyocytes, thereby reducing cardiac performance. Given the pathological implications of such dyadic remodelling, robust and versatile tools for characterizing these sub-cellular structures are needed. While analysis programs for continuous and regular structures such as rodent ventricular t-tubules are available, at least in two dimensions, these approaches are less appropriate for assessment of more irregular structures, such as dyadic proteins and non-rodent t-tubules. Here, we demonstrate versatile, easy-to-use software that performs such analyses. This software, called <i>Tubulator</i>, enables automated analysis of t-tubules and dyadic proteins alike, in both tissue sections and isolated myocytes. The program measures densities of subcellular structures and proteins in individual cells, quantifies their distribution into transversely and longitudinally oriented elements, and supports detailed co-localization analyses. Importantly, <i>Tubulator</i> provides tools for three-dimensional assessment and rendering of image stacks, extending examinations from the single plane to the whole-myocyte level. To provide insight into the consequences of dyadic organization for synchrony of Ca<sup>2+</sup> handling, <i>Tubulator</i> also creates ‘distance maps', by calculating the distance from all cytosolic positions to the nearest t-tubule and/or dyad. In conclusion, this freely accessible program provides detailed automated analysis of the three-dimensional nature of dyadic and t-tubular structures.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20704035
title: Data for Fig 3 from <i>Tubulator</i>: an automated approach to analysis of t-tubule and dyadic organization in cardiomyocytes

description: During cardiac disease, t-tubules and dyads are remodelled and disrupted within cardiomyocytes, thereby reducing cardiac performance. Given the pathological implications of such dyadic remodelling, robust and versatile tools for characterizing these sub-cellular structures are needed. While analysis programs for continuous and regular structures such as rodent ventricular t-tubules are available, at least in two dimensions, these approaches are less appropriate for assessment of more irregular structures, such as dyadic proteins and non-rodent t-tubules. Here, we demonstrate versatile, easy-to-use software that performs such analyses. This software, called <i>Tubulator</i>, enables automated analysis of t-tubules and dyadic proteins alike, in both tissue sections and isolated myocytes. The program measures densities of subcellular structures and proteins in individual cells, quantifies their distribution into transversely and longitudinally oriented elements, and supports detailed co-localization analyses. Importantly, <i>Tubulator</i> provides tools for three-dimensional assessment and rendering of image stacks, extending examinations from the single plane to the whole-myocyte level. To provide insight into the consequences of dyadic organization for synchrony of Ca<sup>2+</sup> handling, <i>Tubulator</i> also creates ‘distance maps', by calculating the distance from all cytosolic positions to the nearest t-tubule and/or dyad. In conclusion, this freely accessible program provides detailed automated analysis of the three-dimensional nature of dyadic and t-tubular structures.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20703829
title: nisaetus_nipalensis_zanfona_1.fasta.gz

description: .......
DOI: 10.6084/m9.figshare.20703829.v1
title: nisaetus_nipalensis_zanfona_1.fasta.gz

description: .......
DOI: 10.34740/kaggle/dsv/4133063
title: OntoUML/UFO Catalog
DOI: 10.6084/m9.figshare.20704152
title: Fischer_3D_models.zip from Ecological signal in the size and shape of marine amniote teeth

description: 3D models of all tooth crowns in .ply format
DOI: 10.6084/m9.figshare.20704152.v1
title: Fischer_3D_models.zip from Ecological signal in the size and shape of marine amniote teeth

description: 3D models of all tooth crowns in .ply format
DOI: 10.6084/m9.figshare.20704155
title: Fischer_SUPP_PCA_axes.csv from Ecological signal in the size and shape of marine amniote teeth

description: Eigenvalues of all PCA axes
DOI: 10.6084/m9.figshare.20704155.v1
title: Fischer_SUPP_PCA_axes.csv from Ecological signal in the size and shape of marine amniote teeth

description: Eigenvalues of all PCA axes
DOI: 10.6084/m9.figshare.20704158
title: Fischer_Fixed_LM.zip from Ecological signal in the size and shape of marine amniote teeth

description: Coordinates of 3D fixed landmarks
DOI: 10.6084/m9.figshare.20704158.v1
title: Fischer_Fixed_LM.zip from Ecological signal in the size and shape of marine amniote teeth

description: Coordinates of 3D fixed landmarks
DOI: 10.25919/e2yw-cj98
title: Parkes observations for project P1156 semester 2022APRS_08

description: The discovery of a repeating fast radio burst (FRB) 20200120E localized to a globular cluster (GC) of the nearby (~3.6 Mpc) M81 galaxy challenged our current understanding of FRBs. Its location in an old stellar system and proximity to the Earth (40 times closer than any other extragalactic FRB detected) have profound implications on the origin of FRBs and the number density and luminosity of this type of source. Motivated by this discovery, we propose to search for FRBs targeting at another nearby elliptical galaxy, Centaurus A. Its relative proximity (~3.5 Mpc), combined with its richness in GCs (&gt;1200), makes Centaurus A the best target in the sky for detecting new FRB sources in GCs. Such a targeted survey will allow us to constrain the event rate and luminosity of FRBs from GCs and hence understand their contribution to the cosmological FRB rate and shed new light on the formation of neutron stars in GCs.
DOI: 10.6084/m9.figshare.20704063
title: Concepts and Metrics

description: Concepts and metrics used to build inferences in the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil. https://doi.org/10.1145/3559712.3559719
DOI: 10.6084/m9.figshare.20704063.v1
title: Concepts and Metrics

description: Concepts and metrics used to build inferences in the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil. https://doi.org/10.1145/3559712.3559719
DOI: 10.6084/m9.figshare.19794907
title: Complementary Information for the Practitioners-Evidence Study

description: Complementary Information for the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil. https://doi.org/10.1145/3559712.3559719
DOI: 10.6084/m9.figshare.19794907.v1
title: Complementary Information for the Practitioners-Evidence Study

description: Complementary Information for the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil. https://doi.org/10.1145/3559712.3559719
DOI: 10.5281/zenodo.7030355
title: Galaxiid_quantitative_review_DATASET_2022

description: Database of papers published on amphidromous galxiids from 1968-2020.
DOI: 10.5281/zenodo.7030354
title: Galaxiid_quantitative_review_DATASET_2022

description: Database of papers published on amphidromous galxiids from 1968-2020.
DOI: 10.34740/kaggle/dsv/4133120
title: BBC News
DOI: 10.34740/kaggle/dsv/4133146
title: Polish-Ukrainian translations from Tatoeba
DOI: 10.6084/m9.figshare.18665686
title: Genomics of Salmonella Typhi from Samoa

description: This item contains the draft and complete assemblies used in the manuscript, "Persistence of rare <em>Salmonella</em> Typhi genotypes susceptible to first-line antibiotics in the remote islands of Samoa," by Sikorski et al., 2022, mBio.
DOI: 10.5281/zenodo.7030347
title: Data for 'Vast ecosystem disturbance in a warming climate may jeopardize our climate goal of reducing CO2: a case study for the megafires in Australian 'Black Summer''

description: These data support the manuscript 'Vast ecosystem disturbance in a warming climate may jeopardize our climate goal of reducing CO2 a case study for the megafires in Australian ‘Black Summer'', including megafire CO2 emissions in Australian 'Black Summer' estimated by BBM model and a top-down method. The delta RF simulations by GEOS-Chem RRTMG are also contained. In each separate folder there is a README.txt file as a user's guide. The methodology for deriving the datasets and more information can be found in the manuscript and SI.
DOI: 10.5281/zenodo.7030346
title: Data for 'Vast ecosystem disturbance in a warming climate may jeopardize our climate goal of reducing CO2: a case study for the megafires in Australian 'Black Summer''

description: These data support the manuscript 'Vast ecosystem disturbance in a warming climate may jeopardize our climate goal of reducing CO2 a case study for the megafires in Australian ‘Black Summer'', including megafire CO2 emissions in Australian 'Black Summer' estimated by BBM model and a top-down method. The delta RF simulations by GEOS-Chem RRTMG are also contained. In each separate folder there is a README.txt file as a user's guide. The methodology for deriving the datasets and more information can be found in the manuscript and SI.
DOI: 10.6084/m9.figshare.20704438
title: Single-cell transcriptome data from skin-differentiated macrophages

description: Single-cell transcriptome data from three key time points of skin-differentiated macrophagesiptome data from skin-differentiated macrophages
DOI: 10.6084/m9.figshare.20704438.v1
title: Single-cell transcriptome data from skin-differentiated macrophages

description: Single-cell transcriptome data from three key time points of skin-differentiated macrophagesiptome data from skin-differentiated macrophages
DOI: 10.6084/m9.figshare.20704459
title: Epidemiological characteristics and molecular features of carbapenem-resistant Enterobacter strains in China: A multicenter genomic study

description: Study on carbapenem-resistant <em>Enterobacter</em>
DOI: 10.5281/zenodo.7030377
title: Spatial Repellency Effects of Taiwanese Plant Oils on the Biting Midge Forcipomyia taiwana

description: Raw data for journal. S1=GCMS top 20. S2=Y-tube olfactometer raw data. RawData.zip = Raw GCMS data, all of it.
DOI: 10.5281/zenodo.7030376
title: Spatial Repellency Effects of Taiwanese Plant Oils on the Biting Midge Forcipomyia taiwana

description: Raw data for journal. S1=GCMS top 20. S2=Y-tube olfactometer raw data. RawData.zip = Raw GCMS data, all of it.
DOI: 10.6084/m9.figshare.20704930
title: Rationale for Health Indicators

description: Rationale inferred from the excerpt of texts in the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil.https://doi.org/10.1145/3559712.3559719 <br>
DOI: 10.6084/m9.figshare.20704930.v1
title: Rationale for Health Indicators

description: Rationale inferred from the excerpt of texts in the Practitioners-Evidence Study. <br> Paper: Connecting Non-Functional Requirements to Open Source Ecosystems Health. <br> Published at 16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS 2022), October 3–4, 2022, Uberlandia, Brazil.https://doi.org/10.1145/3559712.3559719 <br>
DOI: 10.25442/hku.20261184
title: Capturing the moments of living in Hong Kong’s public housing

description: This database is one of the project outcomes of "Capturing the moments of living in Hong Kong’s public housing: A record and analysis of the use of home space with three-dimensional techniques", carried out in 2021-2022. The project team assisted 10 households living in public rental housing estates in Hong Kong to capture the 3D images of their homes, by 3D scanning devices with Lidar function. This project recorded and analyzed the use of home space in public housing, empowered residents to make the record on their own, and encouraged the public's further reflections on the formation of home space. <br> This database includes the original polygon mesh files of the 3D image scanning exercises. The public housing estates visited include: Ap Lei Chau Estate (1 unit), Kai Ching Estate (1 unit), Lei Muk Shue Estate (1 unit), Lei Tung Estate (1 unit), and Wah Fu Estate (5 units). <br> More information here: <sub>https://www.home3d.hku.hk/</sub> <br> Please contact us at home3d@hku.hk or wahfuhku@gmail.com if you need further information.
DOI: 10.34740/kaggle/dsv/4133376
title: Russian Invasion of Ukraine
DOI: 10.6084/m9.figshare.20705107.v1
title: Pprgenome.fa

description: Populus pruinosa, owing high tolerant ability to arid, saline and alkaline desert, is an attractive model for studying ecological adaptation and speciation in extreme environments. Here, a chromosome-level reference genome of P. pruinosa (v2.0) with 521.09 Mb and a contig N50 of 21.06 Mb by combining PacBio sequencing with Hi-C technologies were reported. Our aim was to (i) build a chromosome-level reference genome; and (ii) investigate the population structure and geographic distribution model of P. pruinosa. Our study would facilitate future genomics-assisted genetic improvement and conservation efforts for the endangered species.
DOI: 10.6084/m9.figshare.20705363
title: Additional file 2 of Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease

description: Additional file 2: Table S1. Comparison of proportion of neutrophils, B cells, and NLR between AD/MCI and NC with adjusting for age and sex. Table S2. Top enriched pathways for each PPI module cluster identified in neutrophils. Table S3. The complete list of enriched terms in AD compared with NC across different data cohorts. Table S4. The complete list of enriched terms in MCI compared with NC across different data cohorts.
DOI: 10.6084/m9.figshare.20705363.v1
title: Additional file 2 of Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease

description: Additional file 2: Table S1. Comparison of proportion of neutrophils, B cells, and NLR between AD/MCI and NC with adjusting for age and sex. Table S2. Top enriched pathways for each PPI module cluster identified in neutrophils. Table S3. The complete list of enriched terms in AD compared with NC across different data cohorts. Table S4. The complete list of enriched terms in MCI compared with NC across different data cohorts.
DOI: 10.6084/m9.figshare.20705371
title: Additional file 1 of Clustering of Cryptosporidium species infections among sheep and cattle but not children in remote highland communities of Madagascar

description: Additional file 1: Table S1. Study data file.
DOI: 10.6084/m9.figshare.20705371.v1
title: Additional file 1 of Clustering of Cryptosporidium species infections among sheep and cattle but not children in remote highland communities of Madagascar

description: Additional file 1: Table S1. Study data file.
DOI: 10.6084/m9.figshare.20705392
title: Additional file 2 of The genomic analysis brings a new piece to the molecular jigsaw of idiopathic erythrocytosis

description: Additional file 2: Table S1. Biological and clinical characteristics of cases analyzed in the present study.
DOI: 10.6084/m9.figshare.20705392.v1
title: Additional file 2 of The genomic analysis brings a new piece to the molecular jigsaw of idiopathic erythrocytosis

description: Additional file 2: Table S1. Biological and clinical characteristics of cases analyzed in the present study.
DOI: 10.6084/m9.figshare.20705395
title: Additional file 3 of The genomic analysis brings a new piece to the molecular jigsaw of idiopathic erythrocytosis

description: Additional file 3: Table S2. Variants identified by NGS analysis in 44 erythrocytosis cases.
DOI: 10.6084/m9.figshare.20705395.v1
title: Additional file 3 of The genomic analysis brings a new piece to the molecular jigsaw of idiopathic erythrocytosis

description: Additional file 3: Table S2. Variants identified by NGS analysis in 44 erythrocytosis cases.
DOI: 10.6084/m9.figshare.20705056
title: PprTF.gff3

description: Populus pruinosa Genome Structural Annotation File
DOI: 10.6084/m9.figshare.20705056.v2
title: PprTF.gff3

description: Populus pruinosa Genome Structural Annotation File
DOI: 10.6084/m9.figshare.20705056.v1
title: PprTF.gff3

description: Populus pruinosa Genome Structural Annotation File
DOI: 10.5281/zenodo.6459693
title: Dataset for JGR-Atmospheres manuscript 2021JD036393

description: Dataset for JGR-Atmospheres manuscript 2021JD036393
DOI: 10.5281/zenodo.6459692
title: Dataset for JGR-Atmospheres manuscript 2021JD036393

description: Dataset for JGR-Atmospheres manuscript 2021JD036393
DOI: 10.6084/m9.figshare.20704645
title: Dataset related to article "Characterizing vertical stratification of the cloud thermodynamic phase with a combined use of CALIPSO lidar and MODIS SWIR measurements"

description: This record contains raw data related to the article “Characterizing vertical stratification of the cloud thermodynamic phase with a combined use of CALIPSO lidar and MODIS SWIR measurements".
DOI: 10.6084/m9.figshare.20705764
title: Data & Souce Code for General-Purpose and Domain-Specific Comparison study

description: Data & Souce Code for General-Purpose and Domain-Specific Comparison study