cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13934495
title: SlangTrack Dataset

description: The SlangTrack (ST) Dataset is a novel, meticulously curated resource aimed at addressing the complexities of slang detection in natural language processing. This dataset uniquely emphasizes words that exhibit both slang and non-slang contexts, enabling a binary classification system to distinguish between these dual senses. By providing comprehensive examples for each usage, the dataset supports fine-grained linguistic and computational analysis, catering to both researchers and practitioners in NLP.

Key Features:



Unique Words: 48,508

Total Tokens: 310,170

Average Post Length: 34.6 words

Average Sentences per Post: 3.74


These features ensure a robust contextual framework for accurate slang detection and semantic analysis.

Target Word Selection:

The target words were carefully chosen to align with the goals of fine-grained analysis. Each word in the dataset:



It coexists in the slang SD wordlist and the Corpus of Historical American English (COHA).

Has between 2 and 8 distinct senses, including both slang and non-slang meanings.

Was cross-referenced using trusted resources such as:



Green's Dictionary of Slang

Urban Dictionary

Online Slang Dictionary

Oxford English Dictionary



Features at least one slang and one dominant non-slang sense.

Excludes proper nouns to maintain linguistic relevance and focus.


Data Sources and Collection:

1. Corpus of Historical American English (COHA):



Historical examples were extracted from the cleaned version of COHA (CCOHA).

Data spans the years 1980–2010, capturing the evolution of target words over time.


2. Twitter:



Twitter was selected for its dynamic, real-time communication, offering rich examples of contemporary slang and informal language.

For each target word, 1,000 examples were collected from tweets posted between 2010–2020, reflecting modern usage.


Dataset Scope:

The final dataset comprises ten target words, meeting strict selection criteria to ensure linguistic and computational relevance. Each word:



Demonstrates semantic diversity, balancing slang and non-slang senses.

Offers robust representation across both historical (COHA) and modern (Twitter) contexts.


The SlangTrack Dataset is a public resource, fostering research in slang detection, semantic evolution, and informal language processing. Combining historical and contemporary sources provides a comprehensive platform for exploring the nuances of slang in natural language.
DOI: 10.15468/dl.zd24zs
title: Occurrence Download

description: A dataset containing 9858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apis cerana Fabricius, 1793"
 ]
}

 The dataset includes 9858 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004576-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ajq3k
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pennahia argentata (Houttuyn, 1782)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 446 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004577-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csysv7
title: Occurrence Download

description: A dataset containing 140292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvelinus alpinus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 140292 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004567-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyxe6j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparus argentatus Houttuyn, 1782",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004578-250123221155621/datasets/export for details.
DOI: 10.15468/dl.3f33kk
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothrocara molle Bean, 1890",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 733 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004580-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njmjwq
title: Occurrence Download

description: A dataset containing 70691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvelinus fontinalis (Mitchill, 1814))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70691 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004579-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2d92m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothrocara nyx Stevenson & Anderson, 2005",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004581-250123221155621/datasets/export for details.
DOI: 10.15468/dl.ju5z87
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta (Walbaum, 1792)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 203 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004583-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55p94n
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagocephalus spadiceus (Richardson, 1845)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004585-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63ypx6
title: Occurrence Download

description: A dataset containing 6590619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Saint Barthélemy, French Guiana, Guadeloupe, Saint Martin (French part), Martinique, New Caledonia, French Polynesia, Saint Pierre and Miquelon, Réunion, French Southern Territories, Wallis and Futuna, Mayotte)",
 {
 "not" : {
 "DatasetKey" : [
 "is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World)"
 ]
 }
 },
 {
 "not" : {
 "PublishingCountry" : [
 "is France"
 ]
 }
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is not null",
 "PhylumKey is not null"
 ]
}

 The dataset includes 6590619 records from 1898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004558-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbqijm
title: Occurrence Download

description: A dataset containing 7421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus odoratus L.",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 7421 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002693-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjhg58
title: Occurrence Download

description: A dataset containing 1291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus tecunumanii Eguiluz & J.P.Perry"
 ]
}

 The dataset includes 1291 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057224-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ueb6j
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "TaxonKey is Saguinus oedipus (Linnaeus, 1758)"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022188-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jabcjh
title: Occurrence Download

description: A dataset containing 3140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abbottina rivularis (Basilewsky, 1855)"
 ]
}

 The dataset includes 3140 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079215-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9fz6u
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella rumbolli (Carrizo, 1992)"
 ]
}

 The dataset includes 48 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003000-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz9nr3
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lentipes Günther, 1861"
 ]
}

 The dataset includes 174 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246671-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvjazu
title: Occurrence Download

description: A dataset containing 18369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitaria ciliaris (Retz.) Koeler"
 ]
}

 The dataset includes 18369 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrjftv
title: Occurrence Download

description: A dataset containing 2979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-70.87555 -33.06885,-71.25458 -33.49182,-71.01288 -34.02466,-70.21637 -34.16748,-70.10101 -33.40393,-70.29327 -33.07983,-70.87555 -33.06885))",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 2979 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003364-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t25vpx
title: Occurrence Download

description: A dataset containing 119276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene latifolia subsp. alba (Mill.) Greuter & Burdet"
 ]
}

 The dataset includes 119276 records from 662 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108021-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74ygfh
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is India",
 "Country is Pakistan",
 "Country is Afghanistan",
 "Country is Maldives",
 "Country is Nepal",
 "Country is Bhutan",
 "Country is Sri Lanka",
 "Country is Bangladesh"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Rattus rattus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1100 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068368-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ieag1b
title: Occurrence Download

description: A dataset containing 26768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth is greater than or equal to 0.0m",
 "Geometry POLYGON((-94.9054 16.01414,-94.86145 16.66777,-94.70764 17.06729,-94.47693 17.76961,-94.35608 17.97873,-94.16931 18.12497,-93.96057 18.30238,-94.07043 18.4275,-94.21326 18.47961,-94.52087 18.41708,-94.69666 18.20848,-94.96033 17.83237,-95.13611 17.46595,-95.25696 16.85712,-95.38879 16.25687,-95.37781 15.90851,-95.14709 15.90851,-94.9054 16.01414))",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26768 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030756-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk8jx8
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola squarrosa subsp. squarrosa)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 103 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040106-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b73wbf
title: Occurrence Download

description: A dataset containing 22127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Celastrina argiolus (Linnaeus, 1758)"
 ]
}

 The dataset includes 22127 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040105-240626123714530/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.26390815.v12
title: 2024/2025 Covenant University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…

description: 2024/2025 Covenant University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…
DOI: 10.15468/dl.fhh55a
title: Occurrence Download

description: A dataset containing 12365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola tragus L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 12365 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040107-240626123714530/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.26390815.v13
title: 2024/2025 Crescent University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…

description: 2024/2025 Crescent University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…
DOI: 10.15468/dl.javpgc
title: Occurrence Download

description: A dataset containing 12365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola tragus L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 12365 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040108-240626123714530/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/9052580
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.urnyht
title: Occurrence Download

description: A dataset containing 12365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola tragus L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 12365 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040111-240626123714530/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.26390815.v14
title: 2024/2025 Edwin Clark University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…

description: 2024/2025 Edwin Clark University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…
DOI: 10.6084/m9.figshare.26390815.v15
title: 2024/2025 Elizade University, Ilara-Mokin Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…

description: 2024/2025 Elizade University, Ilara-Mokin Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…
DOI: 10.6084/m9.figshare.26390815.v16
title: 2024/2025 Evangel University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…

description: 2024/2025 Evangel University Post UTME/Admission form Is Out call 07065086538 DR ANITA,for more details on how to purchase and register online. The Management of the school hereby inform the general public on the sales of the Admission form. And also the sales of direct entry form, pgd, masters and diploma Programme. contact the school Admin. Dr ANITA on 07065086538 for more details on how to purchase the form and also for complaint about admission process…
DOI: 10.15468/dl.ypg5a8
title: Occurrence Download

description: A dataset containing 32556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salsola kali L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 32556 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040112-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.