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

description: A dataset containing 33997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.30379 37.20079,-6.59512 36.63615,-6.25965 36.12441,-5.54457 35.95308,-5.22675 36.11728,-4.97956 36.42334,-5.05019 36.75649,-5.33269 37.17969,-6.30379 37.20079))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33997 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005786-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5y6y8
title: Occurrence Download

description: A dataset containing 5856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus niruri L."
 ]
}

 The dataset includes 5856 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329958-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s1iuyq
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys spenceri Goodwin, 1995"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001431-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7nvts
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset includes 106 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006455-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtzcau
title: Occurrence Download

description: A dataset containing 12577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is DEU.2_1",
 "TaxonKey is Lepidoptera",
 "Year is 2019"
 ]
}

 The dataset includes 12577 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhgszr
title: Occurrence Download

description: A dataset containing 184630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bostrychia hagedash (Latham, 1790)",
 "Country is South Africa"
 ]
}

 The dataset includes 184630 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001431-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfmj7k
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phragmipedium longifolium (Warsz. & Rchb.f.) Rolfe"
 ]
}

 The dataset includes 469 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188978-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe6r5x
title: Occurrence Download

description: A dataset containing 737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleroma arboreum Gardner"
 ]
}

 The dataset includes 737 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188977-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcytkh
title: Occurrence Download

description: A dataset containing 210575 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Myanmar"
 ]
}

 The dataset includes 210575 records from 594 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021289-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxg28r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium pseudotelmatum Duchoslav & Jandová"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026523-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb1olh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antimima excedens (L.Bolus) Klak"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001431-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.km6vfm
title: Occurrence Download

description: A dataset containing 1304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachipterus trachypterus (Gmelin, 1789)"
 ]
}

 The dataset includes 1304 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051690-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfz8sw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamaria palavanensis Inger & Marx, 1965"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016891-191105090559680/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.25632369
title: Endocalyx dataset

description: Dataset
DOI: 10.6084/m9.figshare.25632369.v1
title: Endocalyx dataset

description: Dataset
DOI: 10.15468/dl.dafm0w
title: Occurrence Download

description: A dataset containing 4353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus ponderosa Douglas ex C.Lawson"
 ]
}

 The dataset includes 4353 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001431-171109162308116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmaibo
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "ScientificName is Cycas taitungensis C.F.Shen",
 "ScientificName is K.D.Hill",
 "ScientificName is C.H.Tsou & C.J.Chen"
 ]
 },
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025364-191105090559680/datasets/export for details.
DOI: 10.15468/dl.k3qzmz
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((30 36,50 36,50 44,30 44,30 36))",
 "TaxonKey is Hippophae rhamnoides L."
 ]
}

 The dataset includes 69 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026521-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afvxbi
title: Occurrence Download

description: A dataset listing the 4528 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 },
 "Geometry POLYGON((-106.17737 28.75803,-106.33118 28.51697,-106.29822 28.25601,-106.17737 27.89735,-106.04553 27.5862,-105.25452 27.31321,-104.84802 27.6738,-104.81506 28.08167,-105.24353 28.48801,-105.59509 28.76766,-106.17737 28.75803))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 4528 records were derived from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036384-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gn3whb89fg
title: Vaccine-associated non-scarring immune-mediated alopecia: insights from a pharmacovigilance analysis of the Vaccine Adverse Event Reporting System

description: Supplemental Method
DOI: 10.17632/gn3whb89fg.1
title: Vaccine-associated non-scarring immune-mediated alopecia: insights from a pharmacovigilance analysis of the Vaccine Adverse Event Reporting System

description: Supplemental Method
DOI: 10.3535/jbt-963-z7p
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4rb-mdj-3kx
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c5y-gaw-e46
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9zv-jyj-30g
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d7r-z4r-mhw
title: Rhizedra lutosa Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3ck-pz2-qpn
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tae-ytd-y40
title: Pediasia aridella Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7ej-td5-sb4
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bne-8et-ler
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sjd-425-wlc
title: Eriogaster lanestris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/spf-2y8-eh0
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rf7-1y4-s2n
title: Pyrausta sanguinalis Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wxv-h98-slq
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a67-jye-v4e
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m4t-a7n-39l
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6tm-1wn-hq1
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k4z-g0e-7we
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bvr-4bf-mk3
title: Euxoa (Euxoa) obelisca [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fvm-fxv-61l
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/764-xb8-5zr
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fwy-mxe-mrz
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xrq-ef6-eh2
title: Athetis (Athetis) gluteosa (Treitschke, 1835)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/p2vjjwnmwy
title: Soundscapes composition of neotropical Atlantic Forest avifauna

description: Acoustic monitoring was used to assess soundscapes, avian species richness, and community composition in two high-altitude locations in Brazil. Due to ecosystem and geomorphological differences, it was predicted that bird-soundscape interactions and species richness would differ between locations, and that relationships between soundscapes and bird species richness would be identified via acoustic indices.
DOI: 10.17632/p2vjjwnmwy.1
title: Soundscapes composition of neotropical Atlantic Forest avifauna

description: Acoustic monitoring was used to assess soundscapes, avian species richness, and community composition in two high-altitude locations in Brazil. Due to ecosystem and geomorphological differences, it was predicted that bird-soundscape interactions and species richness would differ between locations, and that relationships between soundscapes and bird species richness would be identified via acoustic indices.
DOI: 10.3535/q36-qbz-w3f
title: Coenonympha iphis [Denis & Schiffermüller], 1776

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xm8-r7w-dev
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bd3-e3z-6ze
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qn7-zts-75e
title: Catocala fraxini Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x2z-7g4-d62
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/37p-nhs-nr6
title: Lateroligia ophiogramma (Esper, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.awfbg6
title: Occurrence Download

description: A dataset containing 35823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "SpeciesKey is one of (Passiflora tarminiana, Rhaphiolepis umbellata, Cotoneaster glaucophyllus, Bomarea multiflora, Biancaea decapetala, Psidium guajava, Acacia baileyana, Actinidia chinensis, Jasminum polyanthum, Senecio glastifolius, Carex pendula, Cestrum nocturnum, Clematis flammula, Olea europaea, Leptospermum laevigatum, Eragrostis curvula, Lantana montevidensis, Pleioblastus viridistriatus, Trachycarpus fortunei, Ugni molinae, Cestrum fasciculatum, Dryopteris filix-mas, Gunnera tinctoria, Koenigia polystachya, Pomaderris aspera, Crassula multicava, Daphne laureola, Eucalyptus delegatensis, Ligustrum lucidum, Pinus contorta, Pinus patula, Pinus strobus, Tecoma capensis, Ehrharta calycina, Rhaphiolepis loquata, Furcraea foetida, Phyllostachys aurea, Prunus serotina, Senna septemtrionalis, Echium candicans, Euonymus europaeus, Pyracantha angustifolia, Acanthus mollis, Erica vagans, Sedum praealtum, Solanum laxum, Tetrapanax papyrifer, Agapanthus praecox, Cotyledon orbiculata, Ligustrum ovalifolium, Roldana petasitis, Spiraea japonica, Rhododendron ponticum, Brugmansia arborea, Cortaderia jubata, Cotoneaster simonsii, Impatiens sodenii, Ipomoea indica, Passiflora caerulea, Plectranthus ciliatus, Carex scoparia, Cestrum aurantiacum, Myoporum insulare, Prunus laurocerasus, Passiflora tripartita, Cotoneaster franchetii, Acacia verticillata, Arum italicum, Asparagus scandens, Berberis darwinii, Buddleja davidii, Buddleja madagascariensis, Carex lurida, Casuarina glauca, Cobaea scandens, Kennedia rubicunda, Ligustrum sinense, Lupinus polyphyllus, Dolichandra unguis-cati, Tropaeolum speciosum, Clinopodium nepeta, Cestrum elegans, Cuscuta campestris, Ehrharta erecta, Kalanchoe pinnata, Moraea flaccida, Persicaria capitata, Chrysojasminum humile, Hieracium levicaule, Rubus echinatus, Akebia quinata, Anredera cordifolia, Eccremocarpus scaber, Elaeagnus reflexa, Erica caffra)",
 "Year 2010-2025"
 ]
}

 The dataset includes 35823 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029845-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/y7n-96w-3sm
title: Photedes extrema Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q13-cn5-wfq
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5bb-p19-9ky
title: Apomyelois bistriatella Hulst, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/wzzwn37gmd
title: CareerCorpus : A Comprehensive Dataset of Annotated Resumes

description: CareerCorpus is a comprehensive dataset of 302 annotated resumes spanning six occupational categories designed for natural language processing research in automated recruitment and human resource analytics.

DATASET COMPOSITION:
- Total resumes: 302
- Categories: Teacher (50), Finance (50), Apparel (50), Accountant (51), Banking (50), Research Assistant (51)
- Format: Single Excel file (.xlsx) containing all six categories
- Annotation: Dual expert annotations preserved for all resumes

DATA SOURCES:
Resumes collected from (1) Kaggle dataset (LiveCareer.com professionally crafted resumes) for five categories, and (2) LinkedIn public profiles for Research Assistant category. HTML-formatted resumes processed via ChatGPT (GPT-5) for text extraction and standardization.

EXPERT ANNOTATION:
Each resume independently annotated by two domain experts:
- Financial categories (Finance, Accountant, Banking): Certified accountants with 5+ years experience and ICMAB certifications
- Apparel: Textile/fashion industry practitioners 
- Academic categories (Teacher, Research Assistant): University lecturers with teaching and research experience

Dual annotations preserved to support soft-label training, annotation confidence modeling, and disagreement-aware evaluation metrics.

DATA PREPROCESSING:
- HTML-to-text conversion via AI-assisted summarization
- PII removal and anonymization (names, emails, phone numbers replaced with placeholders)
- Text normalization and standardization
- Duplicate elimination
- Format standardization across all categories

FILE STRUCTURE:
Single Excel workbook containing:
- All 302 resumes across six occupational categories
- Anonymized resume text
- Dual annotation scores from independent experts
- Category labels
- Resume metadata
- Organized in tabular format for easy access and analysis

INTER-ANNOTATOR AGREEMENT:
Pearson correlations range from 0.35-0.89 across categories (Finance: 0.68, Banking: 0.38, Accountant: 0.35, Apparel: 0.89, Teacher: 0.56, Research Assistant: 0.67). Overall mean correlation: 0.59, mean MAE: 0.106, indicating moderate agreement with low scoring error.

RESEARCH APPLICATIONS:
- Resume classification and categorization models
- Automated recruitment system development
- Skill extraction algorithms
- Job-candidate matching systems
- NLP benchmark evaluation
- Recruitment bias and fairness research
- Annotation quality and human-AI collaboration studies

ASSOCIATED PUBLICATION:
This dataset supports the Data in Brief article "CareerCorpus: A Comprehensive Dataset of Annotated Resumes" by Md Sagor Chowdhury, Adiba Fairooz Chowdhury, Ayesha Banu, and Riad Hossain (2025).

LICENSE:
Released under CC-BY-4.0 for open research use with appropriate citation.

CONTACT:
For questions: riad.h@eastdelta.edu.bd
Institution: Department of Computer Science and Engineering, East Delta University, Chattogram, Bangladesh
DOI: 10.3535/9j6-r0v-ee8
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fdy-1kx-amn
title: Xestia (Xestia) sexstrigata Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eya-wdp-dpm
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.