cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30353589.v1
title: Intranasal administration of thermoresponsive pterostilbene loaded nanoemulgel confers neuroprotection in a rat model of ischemic stroke

description: To develop and characterize Pterostilbene (PT)-loaded nanoemulgel (PNEG) and to evaluate its effect in rat model of ischemic stroke. PT-loaded nanoemulsion (PNE) was developed and further coated with chitosan and poloxamer-407 to obtain PNEG. It was characterized for particle size, zeta potential, morphology, entrapment efficiency, viscosity, stability, and ex-vivo mucoadhesive strength. Safety was assessed via in-vitro cytotoxicity assays and ex-vivo nasal mucosal compatibility. The therapeutic efficacy of PNEG was evaluated in a rat model of ischemic stroke, with assessments including neurobehavioral performances, oxidative stress, mitochondrial ultrastructure and complex activity, and pro-inflammatory cytokine levels. PNEG exhibited particle size of 65.68 ± 0.66 nm with a zeta potential of 9.77 ± 1.2. The formulation demonstrated enhanced mucoadhesive strength and thermoresponsive viscosity, promoting prolonged nasal residence time. In-vitro and ex-vivo assessments confirmed the formulation’s biocompatibility and non-toxicity. In-vivo, PNEG significantly enhanced neurological performance, including motor coordination, muscle strength, and cognition, while concurrently reducing oxidative stress, preserving mitochondrial integrity, and suppressing neuroinflammation in hippocampus and cortex of ischemic rats. Intranasal PNEG enabled sustained PT delivery with robust neuroprotection in ischemic stroke, highlighting its promise as a clinically translatable strategy for targeted brain therapy.
DOI: 10.25318/3310106101-eng
title: Most challenging obstacle expected by the business or organization over the next three months, fourth quarter of 2025

description: Most challenging obstacle expected by the business or organization over the next three months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, fourth quarter of 2025.
DOI: 10.60893/figshare.adv.30561419
title: Supplementary

description: Supplementary Figures and Data
DOI: 10.60893/figshare.adv.30561419.v1
title: Supplementary

description: Supplementary Figures and Data
DOI: 10.17026/ar/zpr6nz
title: PAN-00172629 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172629&lt;/p&gt;
description: Modified: 2025-04-25T12:54:31+02:00
DOI: 10.15468/dl.ddw44v
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pararge aegeria",
 "HasCoordinate is true",
 "Country is Netherlands",
 "Year is 2020,2022",
 "CoordinateUncertaintyInMeters is less than 5000"
 ]
}

 The dataset includes 830 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57701/suf.rtzn.2024.1-0
title: Versichertenrentenzugang 2023
title: SUF
title: RTZN

description: Scientific Use File Versichertenrentenzugang (SUF.RTZN): Grundlage des Querschnittsdatensatzes SUF.RTZN ist die Rentenzugangsstatistik (§ 6 RSVwV, SK90). Die Grundgesamtheit des SUF.RTZN bilden Alters- und Erwerbsminderungsrenten, deren Rentenbeginn im Berichtjahr liegt. Die Größe der Zufallsstichprobe beträgt 20 Prozent. Berichtet wird neben demographischen Angaben über wichtige rentenrechtliche Sachverhalte wie beispielsweise Rentenhöhe, Komponenten des Rentenzahlbetrages, Entgeltpunkte sowie angerechnete versicherungsrechtliche Zeiten.
DOI: 10.15468/dl.kauk5b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-114.906 35.39453, -114.9056 35.39428, -114.9053 35.39404, -114.9049 35.39381, -114.9045 35.39361, -114.9041 35.39341, -114.9037 35.39324, -114.9033 35.39308, -114.9028 35.39295, -114.9024 35.39283, -114.9019 35.39272, -114.9015 35.39264, -114.901 35.39258, -114.9006 35.39254, -114.9 35.3925, -114.8996 35.39247, -114.8991 35.39247, -114.8986 35.39248, -114.8982 35.39252, -114.8977 35.39258, -114.8973 35.39265, -114.8968 35.39274, -114.8964 35.39286, -114.8959 35.39299, -114.8955 35.39314, -114.8951 35.39331, -114.8947 35.39349, -114.8943 35.3937, -114.8939 35.39392, -114.8935 35.39415, -114.8932 35.3944, -114.8928 35.39467, -114.8925 35.39495, -114.8922 35.39524, -114.8919 35.39554, -114.8917 35.39586, -114.8914 35.39619, -114.8912 35.39652, -114.891 35.39687, -114.8908 35.39722, -114.8907 35.39758, -114.8905 35.39795, -114.8904 35.39832, -114.8904 35.39869, -114.8903 35.39907, -114.8903 35.39945, -114.8903 35.39983, -114.8903 35.40039, -114.8903 35.40077, -114.8903 35.40115, -114.8904 35.40153, -114.8905 35.4019, -114.8906 35.40227, -114.8907 35.40263, -114.8909 35.40299, -114.891 35.40334, -114.8912 35.40368, -114.8915 35.40401, -114.8917 35.40434, -114.892 35.40465, -114.8923 35.40495, -114.8926 35.40524, -114.8929 35.40552, -114.8932 35.40578, -114.8936 35.40603, -114.8939 35.40626, -114.8943 35.40647, -114.8947 35.40667, -114.8951 35.40686, -114.8955 35.40702, -114.896 35.40717, -114.8964 35.4073, -114.8969 35.40741, -114.8973 35.4075, -114.8978 35.40757, -114.8982 35.40763, -114.8987 35.40766, -114.8991 35.40767, -114.9003 35.40768, -114.9008 35.40768, -114.9012 35.40765, -114.9017 35.40761, -114.9022 35.40754, -114.9026 35.40746, -114.9031 35.40736, -114.9035 35.40723, -114.9039 35.40709, -114.9044 35.40693, -114.9048 35.40676, -114.9052 35.40656, -114.9056 35.40635, -114.9059 35.40613, -114.9063 35.40588, -114.9066 35.40563, -114.907 35.40535, -114.9073 35.40507, -114.9076 35.40477, -114.9078 35.40446, -114.9081 35.40414, -114.9083 35.40381, -114.9085 35.40347, -114.9087 35.40312, -114.9089 35.40277, -114.909 35.4024, -114.9091 35.40203, -114.9092 35.40166, -114.9093 35.40129, -114.9094 35.40091, -114.9094 35.40053, -114.9094 35.40015, -114.9093 35.39977, -114.9093 35.39939, -114.9092 35.39901, -114.9091 35.39864, -114.909 35.39827, -114.9089 35.39791, -114.9087 35.39756, -114.9085 35.39721, -114.9083 35.39687, -114.9081 35.39654, -114.9078 35.39622, -114.9075 35.39591, -114.9072 35.39562, -114.9069 35.39533, -114.9063 35.3948, -114.906 35.39453))",
 "Year is greater than or equal to 2001",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020411-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17778247
title: YouTube modelling labelled data

description: This repository contains the YouTube data used in the project CLINT (https://clint-project.github.io/) during the task that developed prediction models for content classification, link generation, and analysis of polarization evolution.

Summary

This repository contains a labelled dataset derived from the Recfluence project (https://recfluence.net/), where YouTube channels have been annotated according to their political bias (Left / Center / Right) and content type tags, such as Mainstream News or Conspiracy.

We focused on two subnetworks with opposing tags:





Partisan Network: Videos from channels tagged as either partisan left or partisan right.




Content-Type Network: Videos from channels tagged as mainstream news or conspiracy.



Data for both networks was collected using the YouTube Data API, following the official documentation and adhering to quota limitations. We queried videos from the available channels related to climate change and labelled each video according to the channel’s evaluation.

Data description

The dataset (data/video_data.csv) contains the following columns:





network: Indicates which subnetwork the video belongs to. There are two subnetworks in this dataset:





Partisan Network – videos from channels tagged as either partisan left or partisan right.




Content-Type Network – videos from channels tagged as mainstream news or conspiracy.






video_id: The unique identifier for the YouTube video, as provided by the YouTube platform. This can be used to access the video directly on YouTube.




node_label: The label assigned to the video based on the channel it belongs to. For the partisan network, this is either left or right. For the content-type network, this is either mainstream or conspiracy.




publishedAt: The publication date and time of the video, as reported by YouTube. The format follows the standard ISO 8601 timestamp.



Statistics overview








network
mean_viewCount
mean_likeCount
mean_commentCount
videoCount




ideology
164695
4174
972
484


news
112120
2013
367
373
DOI: 10.5281/zenodo.17778246
title: YouTube modelling labelled data

description: This repository contains the YouTube data used in the project CLINT (https://clint-project.github.io/) during the task that developed prediction models for content classification, link generation, and analysis of polarization evolution.

Summary

This repository contains a labelled dataset derived from the Recfluence project (https://recfluence.net/), where YouTube channels have been annotated according to their political bias (Left / Center / Right) and content type tags, such as Mainstream News or Conspiracy.

We focused on two subnetworks with opposing tags:





Partisan Network: Videos from channels tagged as either partisan left or partisan right.




Content-Type Network: Videos from channels tagged as mainstream news or conspiracy.



Data for both networks was collected using the YouTube Data API, following the official documentation and adhering to quota limitations. We queried videos from the available channels related to climate change and labelled each video according to the channel’s evaluation.

Data description

The dataset (data/video_data.csv) contains the following columns:





network: Indicates which subnetwork the video belongs to. There are two subnetworks in this dataset:





Partisan Network – videos from channels tagged as either partisan left or partisan right.




Content-Type Network – videos from channels tagged as mainstream news or conspiracy.






video_id: The unique identifier for the YouTube video, as provided by the YouTube platform. This can be used to access the video directly on YouTube.




node_label: The label assigned to the video based on the channel it belongs to. For the partisan network, this is either left or right. For the content-type network, this is either mainstream or conspiracy.




publishedAt: The publication date and time of the video, as reported by YouTube. The format follows the standard ISO 8601 timestamp.



Statistics overview








network
mean_viewCount
mean_likeCount
mean_commentCount
videoCount




ideology
164695
4174
972
484


news
112120
2013
367
373
DOI: 10.17026/ar/zwfrog
title: PAN-00092190 - closed finger ring with D-shaped cross-section

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00092190&lt;/p&gt;
description: Modified: 2025-04-30T16:04:17+02:00
DOI: 10.25318/3310106101-fra
title: Obstacle le plus difficile auquel l’entreprise ou l’organisme s’attend au cours des trois prochains mois, quatrième trimestre de 2025

description: Obstacle le plus difficile auquel l’entreprise ou l’organisme s’attend au cours des trois prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, quatrième trimestre de 2025.
DOI: 10.6084/m9.figshare.29518838.v1
title: DATA manuscript Terahertz Emission Beyond the Optical–Spintronic Coupling Limit via Core–Shell Plasmonic Nanoparticles

description: This dataset contains all the processed data required to reproduce the figures presented in the main manuscript, “Terahertz Emission Beyond the Optical–Spintronic Coupling Limit via Core–Shell Plasmonic Nanoparticles.” All files are provided in GNU Octave-compatible .mat format, ensuring accessibility for users of both GNU Octave and MATLAB. The data include derived numerical results, processed experimental measurements, and all relevant arrays and parameters for figure generation.
DOI: 10.17026/ar/egn5an
title: PAN-00061909 - Thebal ring

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00061909&lt;/p&gt;
description: Modified: 2025-04-30T15:49:42+02:00
DOI: 10.15468/dl.nfmgk9
title: Occurrence Download

description: A dataset containing 11355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Dialium divaricatum (Willd.) Vahl, Dialium guianense (Aubl.) Sandwith, Dialium guianense Steud., Dialium guineense Willd.)"
 ]
}

 The dataset includes 11355 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212967-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y65a8r
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropaeolum deckerianum Moritzi & Karst."
 ]
}

 The dataset includes 174 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023933-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ask7vx
title: Occurrence Download

description: A dataset containing 207448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipactis helleborine (L.) Crantz",
 "Geometry POLYGON((-9.43 36, 31 36, 31 61, -9.43 61, -9.43 36))"
 ]
}

 The dataset includes 207448 records from 489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210345-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzurxf
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argopleura Eigenmann, 1913"
 ]
}

 The dataset includes 728 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cr8959
title: Occurrence Download

description: A dataset containing 3773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Actualización del catálogo de los Equinodermos Recientes de México (Fase III)",
 "Geometry POLYGON((-98.13035 17.91328,-85.60254 17.91328,-85.60254 26.20311,-98.13035 26.20311,-98.13035 17.91328))"
 ]
}

 The dataset includes 3773 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000300-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfruwr
title: Occurrence Download

description: A dataset containing 61129 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos de mamíferos de México depositados en colecciones de Estados Unidos y Canadá"
 ]
}

 The dataset includes 61129 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210349-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buurja
title: Occurrence Download

description: A dataset containing 12811851 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Waarnemingen.be - Bird occurrences in Flanders and the Brussels Capital Region, Belgium"
 ]
}

 The dataset includes 12811851 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019881-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7agym6
title: Occurrence Download

description: A dataset containing 4076781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anas clypeata Linnaeus, 1758"
 ]
}

 The dataset includes 4076781 records from 940 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210332-210914110416597/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.25734168
title: terceira unidade tecnologia da informação

description: fala sobre tecnologia da informacao
DOI: 10.6084/m9.figshare.25734168.v1
title: tecnologia da informação

description: fala sobre tecnologia da informacao
DOI: 10.6084/m9.figshare.25734168.v2
title: terceira unidade tecnologia da informação

description: fala sobre tecnologia da informacao
DOI: 10.15468/dl.9t6fra
title: Occurrence Download

description: A dataset containing 1674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protonibea diacanthus (Lacepède, 1802)"
 ]
}

 The dataset includes 1674 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111449-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvdb2t
title: Occurrence Download

description: A dataset containing 10394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenella longirostris (Gray, 1828)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10394 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258399-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fqpkt
title: Occurrence Download

description: A dataset containing 221742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Echinops exaltatus Schrad., Echium vulgare L., Ectinus aterrimus (Linnaeus, 1760))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 221742 records from 692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317466-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqc4sb
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophuromys luteogaster Hatt, 1934)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079200-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khdjt4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus rudolffii N.Ulziykh."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079197-230224095556074/datasets/export for details.
DOI: 10.15468/dl.9wt2zs
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllachora graminis (Pers.) Fuckel, Phyllactinia fraxini (DC.) Fuss)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 810 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249130-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je6zzj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyomys goliath (Milne-Edwards, 1900))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079191-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.