cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/46x2m539xc
title: BOLT (Bangla Offensive and Lethal Texts)

description: The widespread dissemination of aggressive content on social media platforms poses significant threats to social cohesion and communal harmony. Social media has emerged as a prevalent venue for discussing diverse topics, which frequently result in debates. These debates often fuel animosity, incite violence, and spread threatening messages that disrupt societal peace and security. To address this challenge, we developed a novel Bengali dataset, BOLT, accompanied by English translations, to identify and classify aggression in texts. 

The dataset was obtained from several online platforms, including Facebook, YouTube, blogs, online news portals, and group discussions. We executed multiple stages for data preprocessing, including the elimination of duplicates, special characters, emoji to improve the coherence of the dataset. Each instance in the dataset was annotated by two of the lists of four annotators with diverse academic backgrounds, with any discrepancies resolved by expert review.

The ALERT dataset is a collection of 4,027 Bangla texts categorized as 
1. Hate speech (995), 
2. Vandalism (909), 
3. Atrocity (1117), 
4. No aggression (1,006). 
The dataset is structured with the following fields:
• Final Annotation
• Text
• English Translation 
Our developed dataset contains a mix of formal and informal Bangla texts, reflecting how people communicate in real life. Instead of simply labeling content as aggressive or not, it offers more detailed categories based on level of aggression, helping with more precise content moderation. The dataset is publicly accessible for research purposes to promote innovation and collaboration within the Bengali NLP community.
DOI: 10.17632/46x2m539xc.2
title: BOLT (Bangla Offensive and Lethal Texts)

description: The widespread dissemination of aggressive content on social media platforms poses significant threats to social cohesion and communal harmony. Social media has emerged as a prevalent venue for discussing diverse topics, which frequently result in debates. These debates often fuel animosity, incite violence, and spread threatening messages that disrupt societal peace and security. To address this challenge, we developed a novel Bengali dataset, BOLT, accompanied by English translations, to identify and classify aggression in texts. 

The dataset was obtained from several online platforms, including Facebook, YouTube, blogs, online news portals, and group discussions. We executed multiple stages for data preprocessing, including the elimination of duplicates, special characters, emoji to improve the coherence of the dataset. Each instance in the dataset was annotated by two of the lists of four annotators with diverse academic backgrounds, with any discrepancies resolved by expert review.

The ALERT dataset is a collection of 4,027 Bangla texts categorized as 
1. Hate speech (995), 
2. Vandalism (909), 
3. Atrocity (1117), 
4. No aggression (1,006). 
The dataset is structured with the following fields:
• Final Annotation
• Text
• English Translation 
Our developed dataset contains a mix of formal and informal Bangla texts, reflecting how people communicate in real life. Instead of simply labeling content as aggressive or not, it offers more detailed categories based on level of aggression, helping with more precise content moderation. The dataset is publicly accessible for research purposes to promote innovation and collaboration within the Bengali NLP community.
DOI: 10.17632/dm94r5sx9c.1
title: Design and fabrication of a raspador for extraction and brushing of sisal fibres for small-scale farmers
DOI: 10.15468/dl.h3fvzh
title: Occurrence Download

description: A dataset containing 2238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra elongata (Blume) Hook.f. & Thomson, 1872"
 ]
}

 The dataset includes 2238 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030117-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dm94r5sx9c
title: Design and fabrication of a raspador for extraction and brushing of sisal fibres for small-scale farmers

description: This project designed, fabricated and evaluated a small-scale raspador for simultaneous extraction and brushing of sisal fibers. This data set was used to optimize the design by determining the set of variables at which the grade of the sisal fibers was of the highest quality.
DOI: 10.17632/dm94r5sx9c.2
title: Design and fabrication of a raspador for extraction and brushing of sisal fibres for small-scale farmers

description: This project designed, fabricated and evaluated a small-scale raspador for simultaneous extraction and brushing of sisal fibers. This data set was used to optimize the design by determining the set of variables at which the grade of the sisal fibers was of the highest quality.
DOI: 10.15468/dl.sywvvn
title: Occurrence Download

description: A dataset containing 836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Carthamus tinctorius L."
 ]
}

 The dataset includes 836 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142000-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebqn74
title: Occurrence Download

description: A dataset containing 571129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 571129 records from 443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141984-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84pm9n
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne ecarinata C.Schweinf."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141999-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymac3w
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne eberhardtii Gagnep."
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141998-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z76jw3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne dulitensis Carr"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141997-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr3cue
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne distans J.J.Sm."
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141996-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5eqmdm
title: Occurrence Download

description: A dataset containing 4228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-150.42688 28.44365,-72.57312 28.44365,-72.57312 59.55635,-150.42688 59.55635,-150.42688 28.44365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus clarkii bouvieri (Jordan & Gilbert, 1883)"
 ]
}

 The dataset includes 4228 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141993-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr7hx2
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne cuprea H.Wendl. & Kraenzl."
 ]
}

 The dataset includes 72 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141990-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r34p6a
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryza sativa L.",
 "Year 1999-2023"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141968-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by4hzk
title: Occurrence Download

description: A dataset containing 2307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichilia claussenii C.DC."
 ]
}

 The dataset includes 2307 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017107-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfyeum
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryza sativa L.",
 "Year 1999-2023"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141966-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5t25r
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne craticulilabris Carr"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141982-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpy859
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Betula delavayi Franch."
 ]
}

 The dataset includes 338 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141981-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbxpr2
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Zambia, Zimbabwe, Mozambique)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 645 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141980-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgwt2b
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne corymbosa Lindl."
 ]
}

 The dataset includes 300 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141978-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xtng8
title: Occurrence Download

description: A dataset containing 229951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brassica L."
 ]
}

 The dataset includes 229951 records from 1347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141957-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chxpwc
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Lobelia laxiflora Kunth",
 "Year 2000-2024"
 ]
}

 The dataset includes 1042 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199827-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76537
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01199

description: Référence : nu_2009_01199<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76536
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01198

description: Référence : nu_2009_01198<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.ta33kc
title: Occurrence Download

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

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103113-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76535
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01197

description: Référence : nu_2009_01197<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.94a8hk
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Berberis koreana Palib."
 ]
}

 The dataset includes 512 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0312609-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvu8fe
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Kretania hesperica (Rambur, 1839)"
 ]
}

 The dataset includes 53 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198668-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76534
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01196

description: Référence : nu_2009_01196<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76533
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01195

description: Référence : nu_2009_01195<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.ukuupm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum foraminiferum J.J.Verm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103136-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jpzhm
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mantidactylus charlotteae Vences & Glaw, 2004"
 ]
}

 The dataset includes 84 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302645-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp5xca
title: Occurrence Download

description: A dataset containing 42479 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Heracleum mantegazzianum Sommier & Levier"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42479 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013553-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76532
title: CACHETTE DE KARNAK - CK_1147_nu_2009_01194

description: Référence : nu_2009_01194<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.e2c6a2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum foetidilabrum Ormerod"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103124-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76531
title: CACHETTE DE KARNAK - CK_1146_nu_2009_01193

description: Référence : nu_2009_01193<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.9ztcm8
title: Occurrence Download

description: A dataset containing 1363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danaus erippus (Cramer, 1775)"
 ]
}

 The dataset includes 1363 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031102-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76530
title: CACHETTE DE KARNAK - CK_1146_nu_2009_01192

description: Référence : nu_2009_01192<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76529
title: CACHETTE DE KARNAK - CK_1146_nu_2009_01191

description: Référence : nu_2009_01191<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76528
title: CACHETTE DE KARNAK - CK_1146_nu_2009_01190

description: Référence : nu_2009_01190<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.kucgkq
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana coreana Okada, 1928"
 ]
}

 The dataset includes 2322 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103122-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76527
title: CACHETTE DE KARNAK - CK_1146_nu_2009_01189

description: Référence : nu_2009_01189<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76526
title: CACHETTE DE KARNAK - CK_1145_nu_2009_01182

description: Référence : nu_2009_01182<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76525
title: CACHETTE DE KARNAK - CK_1145_nu_2009_01181

description: Référence : nu_2009_01181<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.76524
title: CACHETTE DE KARNAK - CK_1145_nu_2009_01180

description: Référence : nu_2009_01180<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.28aj9k
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana coreana Okada, 1928"
 ]
}

 The dataset includes 2322 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103120-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.76523
title: CACHETTE DE KARNAK - CK_1145_nu_2009_01179

description: Référence : nu_2009_01179<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.3vccnx
title: Occurrence Download

description: A dataset containing 23226 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sistemática e historia natural de algunos anfibios y reptiles de México"
 ]
}

 The dataset includes 23226 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263383-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdupx9
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoeocerus unipunctatus (Thunberg, 1783)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 319 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308874-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9ctab
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is MCP-Repteis - Coleção de Répteis",
 "TaxonKey is Oxyrhopus rhombifer Duméril, Bibron & Duméril, 1854"
 ]
}

 The dataset includes 372 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103125-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh8frk
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremomela atricollis Bocage, 1894"
 ]
}

 The dataset includes 330 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394817-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.