cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n8gkww
title: Occurrence Download

description: A dataset containing 1267382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-56.58022 -35.96913,-33.17363 -35.96913,-33.17363 2.66666,-56.58022 2.66666,-56.58022 -35.96913))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-1998"
 ]
}

 The dataset includes 1267382 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016432-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17468843
title: Sentiment Analysis in Financial Social Media: Impact on Market Volatility

description: This dataset accompanies the master's research "Sentiment Analysis in Social Media to Understand the Impact on Stock Market Volatility".
It contains 953,209 Stocktwits messages collected between December 2024 and March 2025, classified by the FinTwitBERT-sentiment model.
The data integrate social media sentiment indicators with market return data for multiple financial assets (NVDA, PLTR, NIO, LCID, EURUSD, CL=F, IRX),
allowing econometric and time-series analysis of investor sentiment and market behavior.
description: If you use this dataset, please cite it as below.
DOI: 10.5281/zenodo.17468842
title: Sentiment Analysis in Financial Social Media: Impact on Market Volatility

description: This dataset accompanies the master's research "Sentiment Analysis in Social Media to Understand the Impact on Stock Market Volatility".
It contains 953,209 Stocktwits messages collected between December 2024 and March 2025, classified by the FinTwitBERT-sentiment model.
The data integrate social media sentiment indicators with market return data for multiple financial assets (NVDA, PLTR, NIO, LCID, EURUSD, CL=F, IRX),
allowing econometric and time-series analysis of investor sentiment and market behavior.
description: If you use this dataset, please cite it as below.
DOI: 10.6084/m9.figshare.29473596
title: On a Notion of Graph Centrality Based on <i>L</i><sub>1</sub> Data Depth

description: A new measure, L1 centrality, is proposed to assess the centrality of vertices in an undirected and connected graph. The proposed measure can adequately handle graphs with weights assigned to vertices and edges. This study provides tools for graphical and multiscale analysis based on the L1 centrality. Specifically, the suggested analysis tools include the target plot, L1 centrality-based neighborhood, and local L1 centrality. Most importantly, our work is closely associated with the concept of data depth for multivariate data, which allows for a wide range of practical applications of the proposed measure. Throughout this article, we demonstrate our tools with two interesting examples: the Marvel Cinematic Universe movie network and the bill cosponsorship network of the 21st National Assembly of South Korea. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29473596.v2
title: On a Notion of Graph Centrality Based on <i>L</i><sub>1</sub> Data Depth

description: A new measure, L1 centrality, is proposed to assess the centrality of vertices in an undirected and connected graph. The proposed measure can adequately handle graphs with weights assigned to vertices and edges. This study provides tools for graphical and multiscale analysis based on the L1 centrality. Specifically, the suggested analysis tools include the target plot, L1 centrality-based neighborhood, and local L1 centrality. Most importantly, our work is closely associated with the concept of data depth for multivariate data, which allows for a wide range of practical applications of the proposed measure. Throughout this article, we demonstrate our tools with two interesting examples: the Marvel Cinematic Universe movie network and the bill cosponsorship network of the 21st National Assembly of South Korea. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29473596.v1
title: On a Notion of Graph Centrality Based on L1 Data Depth

description: A new measure, L1 centrality, is proposed to assess the centrality of vertices in an undirected and connected graph. The proposed measure can adequately handle graphs with weights assigned to vertices and edges. This study provides tools for graphical and multiscale analysis based on the L1 centrality. Specifically, the suggested analysis tools include the target plot, L1 centrality-based neighborhood, and local L1 centrality. Most importantly, our work is closely associated with the concept of data depth for multivariate data, which allows for a wide range of practical applications of the proposed measure. Throughout this paper, we demonstrate our tools with two interesting examples: the Marvel Cinematic Universe movie network and the bill cosponsorship network of the 21st National Assembly of South Korea.
DOI: 10.15468/dl.9xchhq
title: Occurrence Download

description: A dataset containing 2543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ephedra Tourn. ex L."
 ]
}

 The dataset includes 2543 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052142-241126133413365/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.25887479
title: Structured different exercise protocols improve lung function, respiratory muscle strength, and thickness in stroke patients. A randomized controlled trial

description: The effect of core stabilization exercises (CSE) alone, or in combination with neuromuscular electrical stimulation (NMES) and Kinesio taping (KT) on lung function, respiratory muscle strength, and thickness in patients with stroke is not fully known. To compare the efficacy of NMES and KT applied with CSE on lung functions, respiratory muscle strength, and thickness in patients with stroke. A total of 45 stroke patients were randomly assigned to the core stabilization exercises (CSE) group, CSE+KT group or CSE+NMES group, respectively. All groups received the training protocol for 30–45 minutes, 3 days a week, for 6 weeks. Lung functions were measured using portable spirometry. Respiratory muscle strength was assessed using an analog manometer to measure maximal inspiratory pressure (MIP) and maximal expiratory pressure (MEP). Peak cough flow (PCF) was measured with a peak flow meter. Respiratory muscles thickness were determined using ultrasonography. Except for FVC (%pred) (F=4.432, p=0.018, np2=0.174), FEV1(%pred) (F=3.725, p=0.032, np2=0.151), and MEP (F=3.861, p=0.029, np2=0.155), the overall group by time interaction for rmANOVA showed that there was no statistically significant difference between groups (p&gt;0.05). After post hoc analysis, it was determined that there was no statistically significant difference between the groups in terms of FVC (%pred), FEV1(%pred) and MEP (p&gt;0.025). The addition of NMES or KT to core stabilization exercises did not appear to provide additional benefit in improving lung function, respiratory muscle strength, and thickness in stroke patients.
DOI: 10.6084/m9.figshare.25887479.v1
title: Structured different exercise protocols improve lung function, respiratory muscle strength, and thickness in stroke patients. A randomized controlled trial

description: The effect of core stabilization exercises (CSE) alone, or in combination with neuromuscular electrical stimulation (NMES) and Kinesio taping (KT) on lung function, respiratory muscle strength, and thickness in patients with stroke is not fully known. To compare the efficacy of NMES and KT applied with CSE on lung functions, respiratory muscle strength, and thickness in patients with stroke. A total of 45 stroke patients were randomly assigned to the core stabilization exercises (CSE) group, CSE+KT group or CSE+NMES group, respectively. All groups received the training protocol for 30–45 minutes, 3 days a week, for 6 weeks. Lung functions were measured using portable spirometry. Respiratory muscle strength was assessed using an analog manometer to measure maximal inspiratory pressure (MIP) and maximal expiratory pressure (MEP). Peak cough flow (PCF) was measured with a peak flow meter. Respiratory muscles thickness were determined using ultrasonography. Except for FVC (%pred) (F=4.432, p=0.018, np2=0.174), FEV1(%pred) (F=3.725, p=0.032, np2=0.151), and MEP (F=3.861, p=0.029, np2=0.155), the overall group by time interaction for rmANOVA showed that there was no statistically significant difference between groups (p&gt;0.05). After post hoc analysis, it was determined that there was no statistically significant difference between the groups in terms of FVC (%pred), FEV1(%pred) and MEP (p&gt;0.025). The addition of NMES or KT to core stabilization exercises did not appear to provide additional benefit in improving lung function, respiratory muscle strength, and thickness in stroke patients.
DOI: 10.15468/dl.pxjn7z
title: Occurrence Download

description: A dataset containing 20839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is Naturalis Biodiversity Center (NL) - Botany"
 ]
}

 The dataset includes 20839 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052143-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/z6ng-9m25
title: Piezoelectric Signal Dataset for Knee Joint Flexion Process

description: Six flexible piezoelectric sensors were evenly attached around the patella of the knee joint to capture patellar motion signals during the knee flexion process. This dataset includes data from three distinct participant groups categorized by knee joint health status. The healthy group consists of 27 participants with normal knee joints (10 females). The subhealthy group includes 15 participants from Beihang University experiencing mild knee discomfort (8 females). Finally, the unhealthy group comprises 7 participants clinically diagnosed with knee pathologies (5 females). This dataset supports research on knee joint biomechanics and health diagnostics.
DOI: 10.15468/dl.xfdwqc
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is AGO.1.2_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 760 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052144-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br9y5k
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum nipondhii Seidenf."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052146-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk69f7
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052145-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10340131
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.gj78nv
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHN.18.5_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 291 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052147-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34tva6
title: Occurrence Download

description: A dataset containing 18815 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MIR-PIB Research Cruise Database: Predator-Prey Info"
 ]
}

 The dataset includes 18815 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052148-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c5bv7
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHN.11.1_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052149-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/z0j-w28-gyj
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b8-ckz-bml
title: Pheosia gnoma (Fabricius, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsl-kx5-esw
title: Danaus (Salatura) affinis Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbz-bkp-4vs
title: Sphinx ligustri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7km-t3g-jaf
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dmf-yc2-ls8
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/95j-51z-kgd
title: Sphinx ligustri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2na-evm-gax
title: Acherontia atropos Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vw0-w0p-8bf
title: Odontosia carmelita (Esper, 1799)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ahv-4v6-e1s
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpm-c0f-x7w
title: Harpyia milhauseri (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vky-b6f-eqh
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2d-dg0-zb4
title: Notodonta tritophus ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjf-302-30c
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lq-5eq-051
title: Scoparia Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kh-wn5-7rh
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xb0-kdw-2ss
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3zw-bzn-d55
title: Danaus (Anosia) chrysippus chrysipellus (Strand, 1910)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvh-sp7-7nt
title: Danaus (Salatura) melanippus hegesippus (Cramer, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgf-ym9-pby
title: Idaea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sqz-tkx-w01
title: Gastropacha (Gastropacha) quercifolia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mkx-h09-w27
title: Harpyia milhauseri (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0gk-qqh-8l5
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6p-y3h-hwf
title: Gnophos Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n91-lge-w2h
title: Eupithecia extraversaria Herrich-Schäffer, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6kw-md2-3pj
title: Sphinx pinastri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g78-8hg-tl8
title: Sphinx pinastri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/byw-zfg-j67
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xb4-hgd-383
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09w-w90-ce7
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wa-xy9-6ja
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jep-gy7-njc
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54j-ayy-p1m
title: Deilephila elpenor Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7w-6n3-pqx
title: Mimas tiliae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4b-h1k-b5g
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wy-2fc-7qy
title: Euploea algea (Godart, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2rq-fz4-rj1
title: Biston betularia betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zkh-f8y-e4e
title: Macroglossum stellatarum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/60x-xbb-2zj
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1r-3d6-ycv
title: Bryotropha senectella (Zeller, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.37tan4
title: Occurrence Download

description: A dataset containing 1015633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 1015633 records from 1710 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099781-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1189292.10fu
title: SH1189292.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1189294.10fu
title: SH1189294.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.