cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gg27rr
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 193 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064453-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2gsjv8m7ch.1
title: Stress Indicators Dataset for Mental Health Classification

description: This dataset captures responses from 2,000 students regarding their experiences with stress, health, academics, and emotional well-being. The original dataset was collected via Google Forms survey and later expanded to ensure sufficient sample size for machine learning research. The survey items used a five-point Likert scale (1 = Not at all to 5 = Extremely). All responses have been anonymized to protect participants’ privacy.

The dataset is suitable for:

Stress detection and classification (Eustress vs. Distress).

Analyzing correlations between psychological, academic, and social stressors.

Developing machine learning models for student mental health monitoring.

🔑 Key Features
👤 Demographics

gender: 0 = Male, 1 = Female

age: Numeric (18–22)

🧠 Emotional & Stress Indicators

stress_experience

heartbeat_palpitations

anxiety_tension

sleep_problems

restlessness

irritability

sadness_low_mood

loneliness_isolation

concentration_problems

🩺 Physical & Health Indicators

headaches

health_issues

weight_changes

📚 Academic & Environment Stressors

academic_overload

peer_competition

low_academic_confidence

subject_confidence

academic_conflicts

class_attendance

professor_difficulties

work_environment

home_environment

💬 Social & Relationship Factors

relationship_stress

lack_relaxation_time

🎯 Target Variable

stress_type (encoded):

0 = Distress (Negative Stress)

1 = Eustress (Positive Stress)

2 = Other / Mixed Stress

📂 Dataset File

File: Stress_Dataset_Polished_Encoded.csv

Rows: 2,000

Columns: 26

Missing Values: None

Duplicates: None

Target Variable: stress_type (3 classes)
DOI: 10.6084/m9.figshare.30128374
title: Non parametric asymptotic distributions of Pianka’s and MacArthur-Levins measures

description: This article studies the asymptotic behaviors of non parametric estimators of two overlapping measures, namely Pianka’s and MacArthur-Levins measures. The plug-in principle and the method of kernel density estimation are used to estimate such measures. The limiting theory of the functional of stochastic processes is used to study limiting behaviors of these estimators. It is shown that both limiting distributions are normal under suitable assumptions. The results are obtained in more general conditions on density functions and their kernel estimators. These conditions are suitable to deal with various applications. A small simulation study is also conducted to support the theoretical findings. Finally, a real data set has been analyzed for illustrative purposes.
DOI: 10.6084/m9.figshare.30128374.v1
title: Non parametric asymptotic distributions of Pianka’s and MacArthur-Levins measures

description: This article studies the asymptotic behaviors of non parametric estimators of two overlapping measures, namely Pianka’s and MacArthur-Levins measures. The plug-in principle and the method of kernel density estimation are used to estimate such measures. The limiting theory of the functional of stochastic processes is used to study limiting behaviors of these estimators. It is shown that both limiting distributions are normal under suitable assumptions. The results are obtained in more general conditions on density functions and their kernel estimators. These conditions are suitable to deal with various applications. A small simulation study is also conducted to support the theoretical findings. Finally, a real data set has been analyzed for illustrative purposes.
DOI: 10.15468/dl.bksfey
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phocoderma velutina"
 ]
}

 The dataset includes 130 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003846-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txecj6
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cuon alpinus (Pallas, 1811)"
 ]
}

 The dataset includes 544 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064460-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr73xv
title: Occurrence Download

description: A dataset containing 6906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Acinonyx jubatus (Schreber, 1775)"
 ]
}

 The dataset includes 6906 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064452-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb2mjw
title: Occurrence Download

description: A dataset containing 19652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ursus arctos Linnaeus, 1758"
 ]
}

 The dataset includes 19652 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064395-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug5evq
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Parahyaena brunnea (Thunberg, 1820)"
 ]
}

 The dataset includes 364 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064397-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qa8te
title: Occurrence Download

description: A dataset containing 1646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Larus ichthyaetus"
 ]
}

 The dataset includes 1646 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003850-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnxkyf
title: Occurrence Download

description: A dataset containing 1361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 1361 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064379-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9nwbx
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Neofelis nebulosa (Griffith, 1821)"
 ]
}

 The dataset includes 163 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064343-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhx4e9
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Neofelis diardi (G.Cuvier, 1823)"
 ]
}

 The dataset includes 68 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032878-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pju24w
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Canis simensis Rüppell, 1840"
 ]
}

 The dataset includes 97 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030543-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k29vjr7m78.1
title: Cycling and EIS Data

description: Battery CC-CV Cycling data, EIS Data, Battery Self-discharge data
DOI: 10.15468/dl.q22wdr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Canis dingo Blumenbach, 1780"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030402-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dv5dfh
title: Occurrence Download

description: A dataset containing 128536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ameiva ameiva, Ameivula confusioniba, Ameivula ocellifera, Ameivula xacriaba, Anolis meridionalis, Anolis brasiliensis, Brasiliscincus caissara, Brasiliscincus heathi, Calyptommatus confusionibus, Coleodactylus brachystoma, Coleodactylus meridionalis, Colobosaura modesta, Colobosauroides cearensis, Copeoglossum arajara, Copeoglossum nigropunctatum, Enyalius bibronii, Glaucomastix venetacauda, Gonatodes humeralis, Gymnodactylus amarali, Gymnodactylus geckoides, Hemidactylus agrius, Hemidactylus brasilianus, Hemidactylus mabouia, Hoplocercus spinosus, Iguana iguana, Kentropyx calcarata, Lygodactylus klugei, Micrablepharus maximiliani, Nothobachia ablephara, Notomabuya frenata, Phyllopezus pollicaris, Polychrus acutirostris, Procellosaurinus erythrocercus, Salvator merianae, Stenocercus squarrosus, Tropidurus helenae, Tropidurus hispidus, Tropidurus jaguaribanus, Tropidurus oreadicus, Tropidurus semitaeniatus, Tupinambis quadrilineatus, Tupinambis teguixin, Vanzosaura multiscutata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation, Material sample, Fossil, Observation, Living Specimen)"
 ]
}

 The dataset includes 128536 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003810-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h8jxb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria peruviana (Muschl.) Molinari"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099030-230530130749713/datasets/export for details.
DOI: 10.15468/dl.bmq3ek
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Macrofaunal composition and zonation on sandy beaches at Gazi, Kanamai and Malindi Bay Kenya between April and December 1986",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203717-210914110416597/datasets/export for details.
DOI: 10.15468/dl.yjag7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-76.4708239405132 3.22751036726298,-76.4691760601762 3.22751036726298,-76.4691760601762 3.22915563247664,-76.4708239405132 3.22915563247664,-76.4708239405132 3.22751036726298))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094016-230530130749713/datasets/export for details.
DOI: 10.15468/dl.a5c85v
title: Occurrence Download

description: A dataset containing 2668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zelotes electus (C.L.Koch, 1839), Zelotes exiguus (Müller & Schenkel, 1895))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2668 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzozox
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juniperus durangensis Martínez"
 ]
}

 The dataset includes 98 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030598-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehv4ta
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argentina peduncularis (D.Don) Soják"
 ]
}

 The dataset includes 272 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094008-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu2wr9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ktedonobacteria",
 "HasCoordinate is true",
 "Country is one of (Bulgaria)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215613-210914110416597/datasets/export for details.
DOI: 10.15468/dl.w8s5bz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermoflexia",
 "HasCoordinate is true",
 "Country is one of (Bulgaria)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215614-210914110416597/datasets/export for details.
DOI: 10.15468/dl.q42rzd
title: Occurrence Download

description: A dataset listing the 124 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scandentia"
 ]
}

 The dataset's 124 records were derived from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178426-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2hbrg
title: Occurrence Download

description: A dataset containing 977887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Annelida"
 ]
}

 The dataset includes 977887 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104581-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nmkvj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fish community in Gazi Creek sampled between November 1990 and April 1991",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203723-210914110416597/datasets/export for details.
DOI: 10.15468/dl.sadprm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myxococcia",
 "HasCoordinate is true",
 "Country is one of (Bulgaria)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215632-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gwvrx
title: Occurrence Download

description: A dataset containing 719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis dioscoridis L."
 ]
}

 The dataset includes 719 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103717-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgh37s
title: Occurrence Download

description: A dataset containing 23836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celosia argentea L."
 ]
}

 The dataset includes 23836 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173428-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk4qjw
title: Occurrence Download

description: A dataset containing 13817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GRC",
 "OccurrenceStatus is Present",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 13817 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215677-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2pd72
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Zooplankton respiration data from Fort Jesus and measurements of dry weight and length of copepods collected at Tudor Creek between August 1985 and June 1986",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203710-210914110416597/datasets/export for details.
DOI: 10.15468/dl.5hhswk
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romulea arnaudii Moret"
 ]
}

 The dataset includes 243 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104573-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5efv5
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mecranium acuminatum (DC.) Skean"
 ]
}

 The dataset includes 163 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215686-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvsb3h
title: Occurrence Download

description: A dataset containing 94905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Basidiomycota",
 "Country is one of (Canada)",
 "MediaType is Image"
 ]
}

 The dataset includes 94905 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0421182-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3abjg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleus centraliafricanus A.J.Paton"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099055-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.