cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14166028
title: Disinformation on YouTube: A dataset of YouTube comments on videos related to claims made by Trump and Vance on Haitian immigrants

description: The corpus contains three files. First, the youtube_haitian_disinformation_videos_meta.csv file includes comments and YouTube video metadata. Data is organized around per video information. The columnar values are: 










video_id 

 




date (video publication date) 

 




title 

 




description 

 




channel_title 

 




transcript 

 




transcript_str (Video transcript without timestamps) 

 




views 

 




likes 

 




comments (all comments per video) 










Second, the youtube_haitian_disinformation_comment_reply_metadata.csv file includes comments, replies, and comment metadata. Each comment occupies its own row in the spreadsheet. The columnar field are: 










video_id 

 




comment 

 




comment_date 

 




comment_like_count 

 




author 

 




comment_id 

 




in_reply_to 

 




neg, neu, pos, compound (VADER polarity scores) 

 




named_entities (spaCy named entity tags with tokens) 

 




emoji (spaCy Emojis and token spans) 













Comments and associated metadata are represented in individual rows. 




The third file contains the results of the TFIDF analysis described herein. The TFIDF analysis features the top 5000 terms weights for the comments to each video in a .csv file. 










youtube_disinfo_comments_tfidf_results_per_video.csv
DOI: 10.5281/zenodo.14578885
title: 1945-1960-YILLARDA O'ZBEKISTONDA MAKTABGACHA TARBIYA MUASSASALARINING KO'PAYIB BORISHI

description: Ushbu maqolada 1945-1960-yillarda O‘zbekistonda maktabgacha tarbiya muassasalarining Ko‘payib borishi, ularning moddiy-texnik bazasi, maktabgacha yoshdagi bolalarni ta’lim muassasalariga qamrab olish darajasi ilmiy, tarixiy adabiyotlar va arxiv manbalari asosida yoritilgan. Oʻzbekiston SSRda bolalarni bogʻchalarga qamrab olish uchun sovet hukumati tomonidan joylardagi tashkilotlarga rejalar berilgan boʻlsa-da, oblast, rayon, shahar xalq taʼlimi boshqarmalari, koʻpincha, hukumat tomonidan belgilangan rejaga masʼuliyatsizlik bilan yondashganligini aniqlangan. Tadqiqotlar natijasida, respublika qishloq joylaridagi maktabgacha tarbiya muassasalarini kengaytirish masalalari ham eʼtibordan chetda qolmaganligi,  bu nafaqat oʻsib kelayotgan yosh avlodning taʼlim-tarbiya manfaatlari uchun, balki mehnat kuchiga talab ancha kuchli boʻlgan qishloq xoʻjaligini rivojlantirish uchun zarur boʻlganligini tahlil qilindi. Shuningdek, shahar va qishloq bolalar bog‘chalariga bolalar qatnovi va demografik ko‘rsatkichlari ham tadqiqot doirasiga tortilgan.
DOI: 10.5281/zenodo.14578886
title: 1945-1960-YILLARDA O'ZBEKISTONDA MAKTABGACHA TARBIYA MUASSASALARINING KO'PAYIB BORISHI

description: Ushbu maqolada 1945-1960-yillarda O‘zbekistonda maktabgacha tarbiya muassasalarining Ko‘payib borishi, ularning moddiy-texnik bazasi, maktabgacha yoshdagi bolalarni ta’lim muassasalariga qamrab olish darajasi ilmiy, tarixiy adabiyotlar va arxiv manbalari asosida yoritilgan. Oʻzbekiston SSRda bolalarni bogʻchalarga qamrab olish uchun sovet hukumati tomonidan joylardagi tashkilotlarga rejalar berilgan boʻlsa-da, oblast, rayon, shahar xalq taʼlimi boshqarmalari, koʻpincha, hukumat tomonidan belgilangan rejaga masʼuliyatsizlik bilan yondashganligini aniqlangan. Tadqiqotlar natijasida, respublika qishloq joylaridagi maktabgacha tarbiya muassasalarini kengaytirish masalalari ham eʼtibordan chetda qolmaganligi,  bu nafaqat oʻsib kelayotgan yosh avlodning taʼlim-tarbiya manfaatlari uchun, balki mehnat kuchiga talab ancha kuchli boʻlgan qishloq xoʻjaligini rivojlantirish uchun zarur boʻlganligini tahlil qilindi. Shuningdek, shahar va qishloq bolalar bog‘chalariga bolalar qatnovi va demografik ko‘rsatkichlari ham tadqiqot doirasiga tortilgan.
DOI: 10.15468/dl.wd25x8
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula rotundifolia L., Carex laxiculmis Schwein., Circaea lutetiana L., Sanicula marilandica L., Tragia urens L.)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 250",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 390 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051844-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j98yfq
title: Occurrence Download

description: A dataset containing 411070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-11-04",
 "EventDate is less than or equal to 2024-12-04",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 411070 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051842-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5bg2hp0c
title: MassIVE MSV000096745 - Mineralocorticoid Receptor Phase Separation Modulates Cardiac Preservation - Metabolomic Data
title: Human and swine cardiac tissue samples collected from healthy controls treated with popular transplant organ preservative (Histidine-tryptophan-ketoglutarate, HTK) OR an experimental transplant organ preservative (cocktail of HTK and canrenone) to compare preservative effectiveness. Includes both positive and negative data collection for each of the metabolomic and lipidomic datasets.
DOI: 10.15472/5wncx1
title: Registros de Mauritia flexuosa (Moriche) en los departamentos de Casanare, Arauca y Vichada

description: Como parte de los objetivos de conservación y aporte al desarrollo socioeconómico de las comunidades, Corporinoquia, en asocio con la Unión Temporal Conservación Moriche, adelantaron el estudio para la formulación del Plan de Conservación y Manejo de Mauritia flexuosa (Moriche o Cananguche), el cual incluye la construcción de una línea base sólida, concisa y actualizada en relación con el estado de las poblaciones, distribución, usos y principales amenazas que tienen los ecosistemas dominados por la palma de moriche en los departamentos de Casanare, Arauca y Vichada, en jurisdicción de Corporinoquia.
description: Para la obtención de la información se adaptó la metodología acorde a lo descrito por (Galeano et al., 2010). Se realizó un muestreo mediante el montaje de puntos ubicados aleatoriamente dentro de las ventanas de estudio que contuvieran las poblaciones de Moriche previamente identificadas. De igual forma, se siguió también la metodología planteada por (Gentry, 1982) y (Villareal et al., 2006),donde por punto de muestreo, se estableció un transecto de 10 x 100m, subdividido por 10 parcelas de 10 x 10m.
DOI: 10.15468/dl.2tzjnv
title: Occurrence Download

description: A dataset containing 42191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-12-05",
 "EventDate is less than or equal to 2025-01-04",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 42191 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051845-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12751782
title: Central Amazon Basin water masks

description: Water masks generated using a fixed threshold approach and Sentinel-1 images. More information could be obtained in the paper.
DOI: 10.5281/zenodo.12751783
title: Central Amazon Basin water masks

description: Water masks generated using a fixed threshold approach and Sentinel-1 images. More information could be obtained in the paper.
DOI: 10.5281/zenodo.14575641
title: Central Amazon Basin water masks

description: Water masks generated using a fixed threshold approach and Sentinel-1 images. More information could be obtained in the paper.
DOI: 10.5281/zenodo.14578921
title: EDUCATING YOUNG PEOPLE IN THE SPIRIT OF MILITARY PATRIOTISM AS A SOCIO-PSYCHOLOGICAL PROBLEM

description: the homeland is a sacred dargah where the blood of the navel of a person and his descendants is woven. Homeland is the ancestral home of el yurt, a land where the people grew up, whose language, history, culture, customs, values are truly worked and matured.  By Fatherland we always come to see the land where we were born and raised, where we were raised, where education was brought up, where several ancestors lived, where their intelligence and labor were spent. The motherland is as dear and holy as the mother. The fatherland I the ground that give a person happiness. A.As Avloni put it: "the city and country where everyone was born and raised will be called the homeland of a shul man. Anyone who was born, grew up more than his soul... As soon as we Turkestan people have lost our homeland, they will increase Arab Arabia, the sandy hot deserts, the Eskimos to the North, the coldest snow and glacial lands and other lands. If they had not relied, they would have fled their homeland to the easy lands with good air.”
DOI: 10.5281/zenodo.14578922
title: EDUCATING YOUNG PEOPLE IN THE SPIRIT OF MILITARY PATRIOTISM AS A SOCIO-PSYCHOLOGICAL PROBLEM

description: the homeland is a sacred dargah where the blood of the navel of a person and his descendants is woven. Homeland is the ancestral home of el yurt, a land where the people grew up, whose language, history, culture, customs, values are truly worked and matured.  By Fatherland we always come to see the land where we were born and raised, where we were raised, where education was brought up, where several ancestors lived, where their intelligence and labor were spent. The motherland is as dear and holy as the mother. The fatherland I the ground that give a person happiness. A.As Avloni put it: "the city and country where everyone was born and raised will be called the homeland of a shul man. Anyone who was born, grew up more than his soul... As soon as we Turkestan people have lost our homeland, they will increase Arab Arabia, the sandy hot deserts, the Eskimos to the North, the coldest snow and glacial lands and other lands. If they had not relied, they would have fled their homeland to the easy lands with good air.”
DOI: 10.5281/zenodo.8256885
title: MLA and MJA Anthropometric angular measurements on the foot

description: DATASET DESCRIPTION  

These datasets contain a collection of dynamic measurements of the Medial Longitudinal Arch (MLA) angle and the Metatarsophalangeal Joint Angle (MJA), as well as coordinates of the centroid pixel of the landmarks placed on anthropometric points of the foot. The measurements are performed using the proposed system and Kinovea software during the cycle gait in eight subjects with an average age of 33 years and size foot of 8 inches. 

The dataset "Anthropometric Vision System" contains 1002 measurements using the proposed system based on the dot product method and landmark detection algorithm, while the dataset "Kinovea" has 1002 measurements using the Kinovea software. In addition, the videos Subject1.mp4 to Subject8.mp4 are utilized to generate datasets through the Anthropometric Vision System and Kinovea software. The columns of the 'Anthropometric Vision System' and 'Kinovea' datasets are derived from these videos.

A demonstration of the anthropometric angular measurements using both systems is shown in the following videos. 

Anthropometric Vision Systemhttps://youtu.be/dmCLftekLLw

Kinoveahttps://youtu.be/P86oO90Q8bE

 

COLUMNS ACRONYMS

Subject: Subjects 1 - 8MJA: Metatarsophalangeal Joint Angle (degrees)MLA: Medial Longitudinal Arch  (degrees)L1X: X Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal jointL1Y: Y Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal jointL2X: X Coordinates of the centroid pixel for the landmark positioned on the sesamoidL2Y: Y Coordinates of the centroid pixel for the landmark positioned on the sesamoidL3X: X Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosityL3Y: Y Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosityL4X: X Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneusL4Y: Y Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneus

 

IF YOU USE THIS DATASET, PLEASE CITE OUR ARTICLE

Title: "Anthropometric Vision System for measuring the Windlass mechanism during the gait cycle,"Journal: Biomedical Signal Processing and ControlVolume: 103Year: 2025,ISSN: 1746-8094,DOI: https://doi.org/10.1016/j.bspc.2024.107405
DOI: 10.5281/zenodo.8256886
title: MLA and MJA Anthropometric angular measurements on the foot

description: <strong>DATASET DESCRIPTION </strong> These datasets contain a collection of dynamic measurements of the Medial Longitudinal Arch (MLA) angle and the Metatarsophalangeal Joint Angle (MJA), as well as coordinates of the centroid pixel of the landmarks placed on anthropometric points of the foot. The measurements are performed using the proposed system and Kinovea software during the cycle gait in eight subjects with an average age of 33 years and size foot of 8 inches. The dataset "Anthropometric Vision System" contains 950 measurements using the proposed system based on the dot product method and landmark detection algorithm, while the dataset "Kinovea" has 950 measurements using the Kinovea software. In addition, the videos Subject1.mp4 to Subject8.mp4 are utilized to generate datasets through the Anthropometric Vision System and Kinovea software. The columns of the 'Anthropometric Vision System' and 'Kinovea' datasets are derived from these videos. <br> A demonstration of the anthropometric angular measurements using both systems is shown in <br> the following videos. <strong>Anthropometric Vision System</strong><br> https://youtu.be/_lazLNw-LVE <strong>Kinovea</strong><br> https://youtu.be/_uA2wSwUz_8 <strong>COLUMNS ACRONYMS</strong> Subject: Subjects 1 - 8<br> MJA: Metatarsophalangeal Joint Angle (degrees)<br> MLA: Medial Longitudinal Arch (degrees)<br> L1X: X Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal joint<br> L1Y: Y Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal joint<br> L2X: X Coordinates of the centroid pixel for the landmark positioned on the sesamoid<br> L2Y: Y Coordinates of the centroid pixel for the landmark positioned on the sesamoid<br> L3X: X Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosity<br> L3Y: Y Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosity<br> L4X: X Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneus<br> L4Y: Y Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneus
DOI: 10.5281/zenodo.10278796
title: MLA and MJA Anthropometric angular measurements on the foot

description: DATASET DESCRIPTION  

These datasets contain a collection of dynamic measurements of the Medial Longitudinal Arch (MLA) angle and the Metatarsophalangeal Joint Angle (MJA), as well as coordinates of the centroid pixel of the landmarks placed on anthropometric points of the foot. The measurements are performed using the proposed system and Kinovea software during the cycle gait in eight subjects with an average age of 33 years and size foot of 8 inches. 

The dataset "Anthropometric Vision System" contains 1002 measurements using the proposed system based on the dot product method and landmark detection algorithm, while the dataset "Kinovea" has 1002 measurements using the Kinovea software. In addition, the videos Subject1.mp4 to Subject8.mp4 are utilized to generate datasets through the Anthropometric Vision System and Kinovea software. The columns of the 'Anthropometric Vision System' and 'Kinovea' datasets are derived from these videos.

A demonstration of the anthropometric angular measurements using both systems is shown in the following videos. 

Anthropometric Vision Systemhttps://youtu.be/dmCLftekLLw

Kinoveahttps://youtu.be/P86oO90Q8bE

 

COLUMNS ACRONYMS

Subject: Subjects 1 - 8MJA: Metatarsophalangeal Joint Angle (degrees)MLA: Medial Longitudinal Arch  (degrees)L1X: X Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal jointL1Y: Y Coordinates of the centroid pixel for the landmark positioned on the proximal interphalangeal jointL2X: X Coordinates of the centroid pixel for the landmark positioned on the sesamoidL2Y: Y Coordinates of the centroid pixel for the landmark positioned on the sesamoidL3X: X Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosityL3Y: Y Coordinates of the centroid pixel for the landmark positioned on the navicular tuberosityL4X: X Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneusL4Y: Y Coordinates of the centroid pixel for the landmark positioned on the posterior calcaneus

 

IF YOU USE THIS DATASET, PLEASE CITE OUR ARTICLE

Title: "Anthropometric Vision System for measuring the Windlass mechanism during the gait cycle,"Journal: Biomedical Signal Processing and ControlVolume: 103Year: 2025,ISSN: 1746-8094,DOI: https://doi.org/10.1016/j.bspc.2024.107405
DOI: 10.15468/dl.axwupg
title: Occurrence Download

description: A dataset containing 4728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona xantholora (G.R.Gray, 1859)"
 ]
}

 The dataset includes 4728 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213319-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq5rxt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Puya vestita André"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014052-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qarfup
title: Occurrence Download

description: A dataset containing 116772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant Specimen from Herbarium (IBK) in China, Guangxi Institute of Botany, Chinese Academy of Sciences"
 ]
}

 The dataset includes 116772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265701-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgza8u
title: Occurrence Download

description: A dataset containing 180733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astacidae, Cambaridae, Parastacidae)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180733 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257140-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.moyq4w
title: Occurrence Download

description: A dataset containing 118525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 118525 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014052-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cbtrk
title: Occurrence Download

description: A dataset containing 13559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 13559 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc5xc5
title: Occurrence Download

description: A dataset containing 3693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoetes longissima Bory & Durieu"
 ]
}

 The dataset includes 3693 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226591-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scnkqd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is Institut Botanic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), BC-Plantae",
 "DatasetKey is FloraCAT: Banco de datos de los cormófitos de Cataluña"
 ]
 },
 "TaxonKey is Reseda jacquinii Rchb."
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014052-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x47ynp
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina gentryi Standl."
 ]
}

 The dataset includes 9 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028237-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qugao2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurydema arcuata Heer, 1853"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002263-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.