cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.97r4u6
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Appias lyncida",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 782 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020623-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddn6ut
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Programa de erradicación de los roedores introducidos en la Isla Rasa, Baja California: un plan de restructuración ecológica"
 ]
}

 The dataset includes 77 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020624-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17210813
title: Sentiment Analysis of User Reviews in Online Stores Using Natural Language Processing and Machine Learning

description: Users' opinions and perspectives, as the cornerstone of many human activities and decisionmaking processes, play a crucial role in analyzing customer behavior and preferences. Nowadays, user reviews recorded on e-commerce websites have become a valuable source for identifying users’ needs and interests. Through sentiment analysis, these insights can be effectively extracted. In this study, sentence-level opinion mining techniques were employed to analyze user reviews collected from two popular Persian websites. Several models, including XGBoost, Naive Bayes, KNearest Neighbors (KNN), Logistic Regression, Random Forest, and Support Vector Machine (SVM), were utilized to classify sentiments into positive and negative categories. The results indicate that the XGBoost, Logistic Regression, and Random Forest models demonstrated outstanding performance on the Digikala dataset, achieving perfect scores of 1 in all evaluation metrics, including accuracy, precision, recall, and F1-score. The SVM model also showed very strong performance with an accuracy of 0.97 and an F1-score of 0.98. In contrast, the KNN and Naive Bayes models achieved accuracies of 0.85 and 0.76, respectively, indicating weaker performance compared to the other models. Similar results were obtained on the Fidiboo dataset, where the XGBoost, Logistic Regression, and Random Forest models again achieved perfect scores of 1 across all metrics, delivering flawless performance. These findings suggest that advanced models such as XGBoost and Random Forest, due to their complex and flexible structures, possess a high capability in identifying patterns within Persian data and accurately classifying them.
DOI: 10.5281/zenodo.17210814
title: Sentiment Analysis of User Reviews in Online Stores Using Natural Language Processing and Machine Learning

description: Users' opinions and perspectives, as the cornerstone of many human activities and decisionmaking processes, play a crucial role in analyzing customer behavior and preferences. Nowadays, user reviews recorded on e-commerce websites have become a valuable source for identifying users’ needs and interests. Through sentiment analysis, these insights can be effectively extracted. In this study, sentence-level opinion mining techniques were employed to analyze user reviews collected from two popular Persian websites. Several models, including XGBoost, Naive Bayes, KNearest Neighbors (KNN), Logistic Regression, Random Forest, and Support Vector Machine (SVM), were utilized to classify sentiments into positive and negative categories. The results indicate that the XGBoost, Logistic Regression, and Random Forest models demonstrated outstanding performance on the Digikala dataset, achieving perfect scores of 1 in all evaluation metrics, including accuracy, precision, recall, and F1-score. The SVM model also showed very strong performance with an accuracy of 0.97 and an F1-score of 0.98. In contrast, the KNN and Naive Bayes models achieved accuracies of 0.85 and 0.76, respectively, indicating weaker performance compared to the other models. Similar results were obtained on the Fidiboo dataset, where the XGBoost, Logistic Regression, and Random Forest models again achieved perfect scores of 1 across all metrics, delivering flawless performance. These findings suggest that advanced models such as XGBoost and Random Forest, due to their complex and flexible structures, possess a high capability in identifying patterns within Persian data and accurately classifying them.
DOI: 10.15468/dl.ak6xum
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosophila hydei",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020627-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spk67m
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo participativo de tucanes y mariposas en Acacías, Meta - Proyecto FIBRAS"
 ]
}

 The dataset includes 153 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020628-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17210695
title: Human–Tiger Interactions in Tadoba Buffer Zone, 2024–2025

description: The dataset underpins the manuscript “Living with Tigers: Perceptions of Risk, Equity, and Cultural Change Amidst Tiger Attacks in a Reserve’s Buffer Zone” submitted to People and Nature. It contains anonymized interview data and metadata from a mixed-methods study on human–tiger interactions conducted in villages within the buffer zone of Tadoba-Andhari Tiger Reserve, Maharashtra, India, between November 2024 and April 2025. The data include household demographic characteristics, livelihood information, and perceptions of risk, cultural practices (including Waghoba worship), and experiences of tiger attacks. All personal identifiers have been removed to ensure confidentiality.
DOI: 10.5281/zenodo.17210696
title: Human–Tiger Interactions in Tadoba Buffer Zone, 2024–2025

description: The dataset underpins the manuscript “Living with Tigers: Perceptions of Risk, Equity, and Cultural Change Amidst Tiger Attacks in a Reserve’s Buffer Zone” submitted to People and Nature. It contains anonymized interview data and metadata from a mixed-methods study on human–tiger interactions conducted in villages within the buffer zone of Tadoba-Andhari Tiger Reserve, Maharashtra, India, between November 2024 and April 2025. The data include household demographic characteristics, livelihood information, and perceptions of risk, cultural practices (including Waghoba worship), and experiences of tiger attacks. All personal identifiers have been removed to ensure confidentiality.
DOI: 10.15468/dl.nak77n
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphanius fasciatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 565 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020630-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5wxu2
title: Occurrence Download

description: A dataset containing 4888 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Deutzia scabra)"
 ]
}

 The dataset includes 4888 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020629-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m967pz
title: Occurrence Download

description: A dataset containing 1526 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes persulcatus"
 ]
}

 The dataset includes 1526 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020631-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbsvtp
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Appias olferna",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020633-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbtd2b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosophila immigrans",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020634-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj9wx7
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hampea stipitata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 412 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020632-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4z79h
title: Occurrence Download

description: A dataset containing 21515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes ricinus"
 ]
}

 The dataset includes 21515 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020636-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znxbwb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosophila immigrans",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020635-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8yzun
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosophila immigrans",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020637-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt8mr9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclospermum uruguayense (Mathias & Constance) Constance"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155655-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcpo9u
title: Occurrence Download

description: A dataset containing 1391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodactylus xanti Cope, 1863"
 ]
}

 The dataset includes 1391 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005668-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajsxy9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclospermum nodiflorum Koch"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155654-230224095556074/datasets/export for details.
DOI: 10.15468/dl.fwlg4h
title: Occurrence Download

description: A dataset containing 52575 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Somalia"
 ]
}

 The dataset includes 52575 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005668-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sueqtz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclotrichium glabrescens (Boiss. ex Rech.f.) Leblebici"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155658-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtnnr8
title: Occurrence Download

description: A dataset containing 3333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptomeria japonica (Thunb. ex L.f.) D.Don"
 ]
}

 The dataset includes 3333 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005669-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ahmzy
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Congo, Democratic Republic of the, Rwanda, Uganda)",
 "TaxonKey is Gorilla beringei Matschie, 1903",
 "Year 2000-2019"
 ]
}

 The dataset includes 246 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155649-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sarvz5
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asterropteryx bipunctata Allen & Munday, 1995"
 ]
}

 The dataset includes 88 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005669-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt6dsb
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclotrichium origanifolium (Labill.) Manden. & Scheng."
 ]
}

 The dataset includes 92 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155663-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzrwoz
title: Occurrence Download

description: A dataset containing 3375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium piliferum Hoppe"
 ]
}

 The dataset includes 3375 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005669-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4pmjn
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclorhiza peucedanifolia (Franch.) Constance"
 ]
}

 The dataset includes 46 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155650-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eak6k7
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclotrichium leucotrichum (Stapf ex Rech.f.) Leblebici"
 ]
}

 The dataset includes 30 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155660-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyutoz
title: Occurrence Download

description: A dataset containing 323088 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deschampsia flexuosa (L.) Trin."
 ]
}

 The dataset includes 323088 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005669-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivrsk4
title: Occurrence Download

description: A dataset containing 1590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmia coloradensis Cresson, 1878",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1590 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005670-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5z3sm
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclotrichium stamineum (Boiss. & Hohen.) Manden. & Scheng."
 ]
}

 The dataset includes 42 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155664-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2ashm
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycniopsis humifusa (Forssk.) Engl."
 ]
}

 The dataset includes 60 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155666-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmivde
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalia physalis (Linnaeus, 1758)",
 "Geometry POLYGON((140.27 -82.19,140.27 77.50,-138.87 77.50,-138.87 -82.19,140.27 -82.19))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 210 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005670-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gtg6m
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia hebdingii L.B.Sm."
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005670-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n937w
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclotrichium niveum (Boiss.) Manden. & Scheng."
 ]
}

 The dataset includes 19 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155662-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugpjth
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycnium ajugifolium Engl."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155668-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v03xpe
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitis vinifera subsp. sylvestris (Willd.) Hegi"
 ]
}

 The dataset includes 944 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005670-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5put9u
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycnium herzfeldianum (Vatke) Engl."
 ]
}

 The dataset includes 221 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155673-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqcmyy
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Faunal assemblage of sediment core GS7603-9"
 ]
}

 The dataset includes 75 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005671-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.