cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31396944.v1
title: Additional file 2 of Shared genetic architecture of psychoactive substance use and pan-cancer: insights from a large‑scale genome‑wide cross‑trait analysis

description: Additional file 2. Tables S1–S14. Table S1. Data sources. Table S2. Genetic correlation analysis conducted by LDSC and HDL. Table S3. Shared pleiotropic loci identified by PLACO. Table S4. Shared pleiotropic loci among different trait-pairs. Table S5. MAGMA Gene-set analysis. Table S6. MAGMA tissue-specific analysis. Table S7. Tissue-specific pleiotropic genes. Table S8. Hub pleiotropic genes across multiple trait-pairs. Table S9. Causal association analysis by MR method. Table S10. Summary of CAUSE results. Table S11. Two-step Mendelian randomization mediation analysis. Table S12. Phenome-Wide Association Study. Table S13. Drug target analysis by DGIdb database. Table S14. Molecular docking analysis.
DOI: 10.6084/m9.figshare.31396952
title: Additional file 1 of Predicting developmental norms from baseline cortical thickness in longitudinal studies

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.31396952.v1
title: Additional file 1 of Predicting developmental norms from baseline cortical thickness in longitudinal studies

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.31396958
title: Additional file 2 of Predicting developmental norms from baseline cortical thickness in longitudinal studies

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.31396958.v1
title: Additional file 2 of Predicting developmental norms from baseline cortical thickness in longitudinal studies

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.31396962
title: Additional file 1 of Shake and bake: a robust and cost-effective proteomic sample preparation workflow for plasma and cerebrospinal fluid

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.31396962.v1
title: Additional file 1 of Shake and bake: a robust and cost-effective proteomic sample preparation workflow for plasma and cerebrospinal fluid

description: Supplementary Material 1
DOI: 10.15468/dl.rg3p7m
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goniurosaurus luii"
 ]
}

 The dataset includes 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005639-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjd82j
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Buchloe dactyloides",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 355 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005640-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31396992
title: Additional file 3 of Integrative GWAS and transcriptomic analyses identify candidate genes associated with oil content and fatty acid composition in safflower

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.31396992.v1
title: Additional file 3 of Integrative GWAS and transcriptomic analyses identify candidate genes associated with oil content and fatty acid composition in safflower

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.31397000.v1
title: Additional file 2 of Estimating the causal effect of cardiometabolic conditions on socioeconomic and healthcare outcomes: a scoping review of Mendelian randomization studies

description: Additional file 2.
DOI: 10.6084/m9.figshare.31397000
title: Additional file 2 of Estimating the causal effect of cardiometabolic conditions on socioeconomic and healthcare outcomes: a scoping review of Mendelian randomization studies

description: Additional file 2.
DOI: 10.6084/m9.figshare.31397018.v1
title: Additional file 2 of Multi-omics data integration from patients with carotid stenosis illuminates key molecular signatures of atherosclerotic instability

description: Additional file 2. Containing Tables S1-11 in searchable Excel format.
DOI: 10.6084/m9.figshare.31397018
title: Additional file 2 of Multi-omics data integration from patients with carotid stenosis illuminates key molecular signatures of atherosclerotic instability

description: Additional file 2. Containing Tables S1-11 in searchable Excel format.
DOI: 10.15468/dl.e64wzc
title: Occurrence Download

description: A dataset containing 6329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapezia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6329 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005641-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtwjre
title: Occurrence Download

description: A dataset containing 6627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((33.10697 69.01922, 33.11845 69.03102, 33.06111 69.03102, 33.03821 69.00743, 33.0573 69.00743, 33.02302 68.97205, 33.0421 68.97205, 33.00792 68.9367, 33.02697 68.9367, 33.0156 68.92492, 33.03465 68.92492, 33.02328 68.91314, 33.04233 68.91314, 33.03097 68.90136, 33.05001 68.90136, 33.03865 68.88959, 33.07672 68.88959, 33.06536 68.87782, 33.08439 68.87782, 33.14132 68.9367, 33.12226 68.9367, 33.15656 68.97205, 33.13749 68.97205, 33.16041 68.99563, 33.14132 68.99563, 33.15279 69.00743, 33.13369 69.00743, 33.14517 69.01922, 33.10697 69.01922)))"
 ]
}

 The dataset includes 6627 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005642-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31397033
title: Additional file 4 of Diffusing capacity for carbon monoxide is significantly associated with cardiovascular disease-related plasma proteins, independently of obstruction

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.31397033.v1
title: Additional file 4 of Diffusing capacity for carbon monoxide is significantly associated with cardiovascular disease-related plasma proteins, independently of obstruction

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.31397047
title: Additional file 1 of Real-world validation of the SLERPI diagnostic model with concordance and discordance analysis across established SLE classification criteria

description: Supplementary Material 1: Supplementary Figure 1. Patient recruitment flowchart. Supplementary Figure 2. Performance by Disease Duration (Documentation Quality Analysis): The line plot illustrates sensitivity trends across disease duration categories. Supplementary Figure 3. ROC curve analysis of the 4 criteria sets in overall cohort (panel A) and early cohort (panel B).
DOI: 10.6084/m9.figshare.31397047.v1
title: Additional file 1 of Real-world validation of the SLERPI diagnostic model with concordance and discordance analysis across established SLE classification criteria

description: Supplementary Material 1: Supplementary Figure 1. Patient recruitment flowchart. Supplementary Figure 2. Performance by Disease Duration (Documentation Quality Analysis): The line plot illustrates sensitivity trends across disease duration categories. Supplementary Figure 3. ROC curve analysis of the 4 criteria sets in overall cohort (panel A) and early cohort (panel B).
DOI: 10.15468/dl.hd44ee
title: Occurrence Download

description: A dataset containing 9525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((24.75198 42.17471, 24.7542 42.18377, 24.74218 42.18377, 24.73995 42.17471, 24.72793 42.17471, 24.72571 42.16566, 24.71369 42.16566, 24.70705 42.13849, 24.69503 42.13849, 24.69282 42.12943, 24.71685 42.12943, 24.71463 42.12038, 24.72665 42.12038, 24.72444 42.11132, 24.74846 42.11132, 24.74625 42.10227, 24.75826 42.10227, 24.76048 42.11132, 24.7845 42.11132, 24.78672 42.12038, 24.79874 42.12038, 24.80763 42.1566, 24.79561 42.1566, 24.79784 42.16566, 24.76178 42.16566, 24.764 42.17471, 24.75198 42.17471)))"
 ]
}

 The dataset includes 9525 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005644-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31397057
title: Additional file 3 of Axolotls retain fertility throughout lifespan

description: Additional file 3. Table S1. Axolotl colony mating records, including female and male information, date of mating, date of eggs produced, clutch size, and egg quality.
DOI: 10.6084/m9.figshare.31397057.v1
title: Additional file 3 of Axolotls retain fertility throughout lifespan

description: Additional file 3. Table S1. Axolotl colony mating records, including female and male information, date of mating, date of eggs produced, clutch size, and egg quality.
DOI: 10.6084/m9.figshare.31397063
title: Additional file 4 of Axolotls retain fertility throughout lifespan

description: Additional file 4. Table S2. Mating (permanent and not permanent) records of late-life axolotls, including clutch size, fertilised eggs number, embryo number and quality.
DOI: 10.6084/m9.figshare.31397063.v1
title: Additional file 4 of Axolotls retain fertility throughout lifespan

description: Additional file 4. Table S2. Mating (permanent and not permanent) records of late-life axolotls, including clutch size, fertilised eggs number, embryo number and quality.
DOI: 10.15468/dl.yjp3kk
title: Occurrence Download

description: A dataset containing 11614873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico"
 ]
}

 The dataset includes 11614873 records from 2624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005619-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a8e-f0w-nyl
title: Leguminosae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/970-tph-zeq
title: Filipendula ulmaria var. denudata (J. Presl & C. Presl) Maxim.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yp3-mhl-6gw
title: Equisetum telmateia Ehrh.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.r4ents
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poissonia weberbaueri"
 ]
}

 The dataset includes 83 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008815-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdwu5f
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton ruber vioscai)"
 ]
}

 The dataset includes 252 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008816-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szcx63
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exhalimolobos pazense"
 ]
}

 The dataset includes 86 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008813-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/y3e-1sy-h7w
title: Cephalanthera damasonium (Mill.) Druce

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.29565068.v10
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.15468/dl.apmqys
title: Occurrence Download

description: A dataset containing 17086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine enneaphyllos"
 ]
}

 The dataset includes 17086 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008814-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16098461
title: Supplementary material for the paper: "SEM-based approaches for the identification and quantification of anhydrite."

description: This element contains the supplementary material for the paper: "SEM-based approaches for the identification and quantification of anhydrite."

The folder contains:

- In the folder "SEM_images", 407 SEM images acquired at magnifications of 40x, 100x, and 200x in backscattered electron (BSE) mode on 76 samples of anhydrite

- In the folder "ImageJ_threshold_images", the results of ImageJ manual segmentation on 213 of the previous 407 SEM images for the identification of the anhydrite

Each image is named: "CIL_SampleName_PictureNumber"
DOI: 10.5281/zenodo.16098462
title: Supplementary material for the paper: "SEM-based approaches for the identification and quantification of anhydrite."

description: This element contains the supplementary material for the paper: "SEM-based approaches for the identification and quantification of anhydrite."

The folder contains:

- In the folder "SEM_images", 407 SEM images acquired at magnifications of 40x, 100x, and 200x in backscattered electron (BSE) mode on 76 samples of anhydrite

- In the folder "ImageJ_threshold_images", the results of ImageJ manual segmentation on 213 of the previous 407 SEM images for the identification of the anhydrite

Each image is named: "CIL_SampleName_PictureNumber"
DOI: 10.3535/qj5-24b-dj9
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nd2-540-f3q
title: Limodorum abortivum (L.) Sw.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.hungue
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008818-250717081556266/datasets/export for details.
DOI: 10.15468/dl.45b5rj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008817-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/68r-991-7w0
title: Eupatorium cannabinum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.25345/c5d21rx4f
title: MassIVE MSV000098560 - Metabolites from EVs Sporothrix
title: Metabolites analysis of crude extracts from EVs Sporothrix
DOI: 10.3535/4xy-k13-1f2
title: Mentha longifolia (L.) L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.rf53u7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008820-250717081556266/datasets/export for details.
DOI: 10.15468/dl.k6q74k
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulmus parvifolia",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008822-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9xt95
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADW3582"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008819-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zba2z5
title: Occurrence Download

description: A dataset containing 3133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Eurycea neotenes)"
 ]
}

 The dataset includes 3133 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008823-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuwzws
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008824-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15852839
title: Annotated Dataset for User Review Classification in the Privacy Domain for Social Media Applications

description: This labelled dataset contains 16,000 user reviews collected from seven social media applications (Instagram, Facebook, WhatsApp, Snapchat, X (formerly Twitter),Facebook Lite, and Line) on the Google Play Store using the Google-Play-Scraper library.

A total of 78,000 reviews were initially scraped, with 18,000 from Facebook and 10,000 from each of the remaining platforms. We retained reviews with at least five words and filtered potentially privacy-related content using an iteratively refined keyword list grouped under five privacy themes. This process yielded 12,170 candidate reviews. To ensure class diversity, we randomly sampled 3,830 additional privacy-irrelevant reviews, resulting in 16,000 raw reviews.

Each of the 16,000 reviews was manually annotated into one of three categories—privacy-related feature requests, privacy-related bug reports, or privacy-irrelevant—by the first two authors. The annotation process achieved high inter-rater reliability (Cohen’s Kappa = 0.87), with disagreements resolved through discussion. The final annotated dataset consists of 3,627 privacy-related feature requests, 4,221 privacy-related bug reports, and 8,152 privacy-related privacy-irrelevant reviews.

Pre-processing involved lowercasing, contraction expansion, and removal of HTML tags, numbers, usernames, duplicates, and empty entries. The dataset was then split into training (12,756), validation (1,594), and test (1,595) sets. The training set was further augmented using multiple NLP techniques (e.g., synonym replacement, contextual insertion) via the nlpaug library, producing 126,602 reviews.

Post-processing steps included stop-word removal, tokenization, and lemmatization, resulting in a final augmented training set of 121,374 samples.

The dataset contains three columns: Reviews (preprocessed), Processed (postprocessed), and Label (0: feature request, 1: bug report, 2: irrelevant).
DOI: 10.5281/zenodo.15852840
title: Annotated Dataset for User Review Classification in the Privacy Domain for Social Media Applications

description: This labelled dataset contains 16,000 user reviews collected from seven social media applications (Instagram, Facebook, WhatsApp, Snapchat, X (formerly Twitter),Facebook Lite, and Line) on the Google Play Store using the Google-Play-Scraper library.

A total of 78,000 reviews were initially scraped, with 18,000 from Facebook and 10,000 from each of the remaining platforms. We retained reviews with at least five words and filtered potentially privacy-related content using an iteratively refined keyword list grouped under five privacy themes. This process yielded 12,170 candidate reviews. To ensure class diversity, we randomly sampled 3,830 additional privacy-irrelevant reviews, resulting in 16,000 raw reviews.

Each of the 16,000 reviews was manually annotated into one of three categories—privacy-related feature requests, privacy-related bug reports, or privacy-irrelevant—by the first two authors. The annotation process achieved high inter-rater reliability (Cohen’s Kappa = 0.87), with disagreements resolved through discussion. The final annotated dataset consists of 3,627 privacy-related feature requests, 4,221 privacy-related bug reports, and 8,152 privacy-related privacy-irrelevant reviews.

Pre-processing involved lowercasing, contraction expansion, and removal of HTML tags, numbers, usernames, duplicates, and empty entries. The dataset was then split into training (12,756), validation (1,594), and test (1,595) sets. The training set was further augmented using multiple NLP techniques (e.g., synonym replacement, contextual insertion) via the nlpaug library, producing 126,602 reviews.

Post-processing steps included stop-word removal, tokenization, and lemmatization, resulting in a final augmented training set of 121,374 samples.

The dataset contains three columns: Reviews (preprocessed), Processed (postprocessed), and Label (0: feature request, 1: bug report, 2: irrelevant).
DOI: 10.3535/nn2-j28-mmr
title: Leguminosae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/asr-jfd-de1
title: Cirsium oleraceum (L.) Scop.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.28723319
title: Lineage traced human hematopoiesis

description: Dataset of scRNA-seq measurements of human hematopoiesis, including time point and cell state annotation from the original study.Please also cite the original publication: https://doi.org/10.1126/science.aaw3381.