cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/wsa-djw-n14
title: Dicranella lindigiana (Hampe) Mitt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.8fyw32
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acalypha indica",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073134-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8m2-3zq-wmz
title: Potamogeton epihydrus Raf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tbj-wj6-s8q
title: Thyrea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3d3-myr-7r7
title: Cyrtocymura scorpioides (Lam.) H. Rob.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q0m-l42-1ce
title: Noccaea ochroleuca (Boiss. & Heldr.) F. K. Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g73-lkx-h7b
title: Thyrsanthemum goldianum D.R.Hunt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jqc-e7r-jfh
title: Loudetia simplex (Nees) C.E.Hubb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kgz-v84-yys
title: Verbascum reeseanum Hub.-Mor.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ezv-79h-6s1
title: Dolichandra unguis-cati (L.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hgc-qbm-b1s
title: Ectropothecium manii Broth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e8c-pgb-apd
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kjx-j20-9n0
title: Achnatherum calamagrostis (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8b0-z4h-j7w
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xf3-lqg-039
title: Solanum villosum Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/87l-lry-z2t
title: Swietenia humilis Zucc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3bv-s9q-nk8
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6fv-wt8-28r
title: Calymperes erosum Müll. Hal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ytd-5mk-3w2
title: Handroanthus serratifolius (Vahl) S. O. Grose

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zk8-fgk-355
title: Chaenorhinum reticulatum Speta

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9x7-gnm-ss6
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/13z-gvw-nmh
title: Alyssum alyssoides (L.) L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2e8-r5h-gv5
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h2s-7cf-gje
title: Muhlenbergia setarioides E.Fourn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hpe-ljt-lf4
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/95v-0y0-z82
title: Croton argyratus Blume

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gvk-wy0-64d
title: Barbula pringlei Cardot

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1mt-q0q-5vj
title: Tecomaria nyassae (Oliv.) Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p5q-e0t-0j7
title: Linaria venosa Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3qc-mlk-vs3
title: Rosa rubiginosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xd0-a4w-9n9
title: Linaria venosa Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r7m-hag-8b9
title: Muhlenbergia peruviana (P.Beauv.) Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wn7-ebe-e0r
title: Alyssum hirsutum M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vrl-aw3-y0d
title: Agrostis tenuis Sibth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ewf-0ar-ty5
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k32-lb8-93n
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.226w7m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Necrosyrtes monachus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073132-250717081556266/datasets/export for details.
DOI: 10.3535/8tv-p9p-fmw
title: Koeleria macrantha (Ledeb.) Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bjq-n72-d6g
title: Anthodiscus peruanus Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gbj-0y3-lel
title: Alopecurus aequalis Sobol.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ad5-sec-f9e
title: Hyophila Brid.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l1s-2ks-8sl
title: Poa badensis Haenke ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fgh-hq7-0ya
title: Santolina virens Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jly-bjj-cdw
title: Petunia axillaris (Lam.) Britton, Sterns & Poggenb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jzg-t2z-tw1
title: Cherleria laricifolia subsp. laricifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z1w-chb-e2p
title: Lepidaploa chrysotricha (Alexander) H. Rob.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jpp-w9f-hy4
title: Dolomiaea souliei (Franch.) C. Shih

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nrk-wc7-a3c
title: Phelipanche arenaria (Borkh.) Pomel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xjq-1ek-2yp
title: Swietenia macrophylla G. King

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yak-g1h-vx1
title: Lamium persepolitanum (Boiss.) Jamzad

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lj6-3f1-86g
title: Atrichum tenellum (Röhl.) Bruch & Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/msy-736-xrh
title: Scrophularia canina subsp. canina

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8n3-6ex-bvt
title: Fridericia lauta (Bureau & K. Schum.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mne-hvb-e82
title: Koeleria macrantha (Ledeb.) Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ewf-rpb-4lk
title: Aegilops neglecta Req. ex Bertol.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v4f-l47-m6x
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9n4-ttx-m30
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kcd-jkf-jkr
title: Hormathophylla lapeyrouseana (Jord.) P. Küpfer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pj4-x31-da4
title: Aegilops triuncialis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4t6-g99-2wr
title: Mitracarpus frigidus (Willd.) K.Schum.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mwk-j9h-9kh
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6m3-h9l-qwl
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6m8-0dn-enk
title: Agrostis subspicata (Willd.) Raspail

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6jk-x5k-n4f
title: Fridericia patellifera (Schltdl.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l0m-0be-mbs
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ldm-24e-jzx
title: Handroanthus serratifolius (Vahl) S. O. Grose

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qly-08e-azw
title: Aegilops mutica Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zed-27w-j16
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p55-vbr-vbw
title: Astragalus mesogitanus Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sts-png-c9n
title: Inga subnuda Salzm. ex Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9pe-crm-1zv
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0em-aag-ar3
title: Bambusa blumeana Schult.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x9h-5vy-0s1
title: Saussurea brachylepis Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b35-k7b-xpf
title: Potamogeton perfoliatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t17-x5k-wtk
title: Molendoa sendtneriana (Bruch & Schimp.) Limpr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gdx-ccw-r36
title: Santolina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/khq-11z-0zg
title: Santolina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/37w-n5c-jhp
title: Agrostis gigantea Roth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6an-7j8-fns
title: Bignonia corymbosa (Vent.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9mw-1qn-119
title: Jacobaea carniolica (Willd.) Schrank

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0j5-az9-87w
title: Elymus macrourus (Turcz. ex Steud.) Tzvelev

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mv0-j01-wj5
title: Tamarix canariensis Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mfn-5jt-4e9
title: Parietaria judaica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pwt-6ck-j51
title: Tragopogon porphyrocephalus Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rwz-ar1-lhk
title: Aegilops triuncialis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3jg-hrp-n4h
title: Saussurea epilobioides Maxim.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ba2-ymv-yfk
title: Allium fibriferum Wendelbo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a2c-a3x-cdx
title: Eriochloa grandiflora (Trin.) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m6a-ref-f5s
title: Hieracium pallescens subsp. neilreichii (Beck) Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4de-1l3-jtd
title: Potamogeton nodosus Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/et7-eay-bjp
title: Salix alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bjw-m5l-dz3
title: Salix alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rt8-as2-xlt
title: Trichopteryx elegantula (Hook.f.) Stapf

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5qz-mel-xm2
title: Potamogeton natans L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f4d-vp5-prk
title: Agrostis gigantea Roth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4r0-v85-rtb
title: Koeleria macrantha (Ledeb.) Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ry1-bvx-qc2
title: Inga vera Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c99-hhv-k9d
title: Hypnum Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tzn-y67-2ll
title: Poa badensis Haenke ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0el-hdp-rv7
title: Chorispora persica Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6jb-hxr-zp2
title: Muhlenbergia speciosa Vasey

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/crb-yac-659
title: Hypnaceae Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tyq-vyg-lst
title: Primulina pinnatifida (Hand.-Mazz.) Yin Z. Wang

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x3s-zzm-nxe
title: Croton zambalensis Merr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5b2-yqx-jl7
title: Aethionema carneum (Banks & Sol.) B. Fedtsch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mdk-pzl-xgx
title: Catapodium hemipoa (Delile ex Spreng.) Laínz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n9h-tv8-gjh
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b12-ea3-4kg
title: Alcea L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.qqq5d6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parrya runcinata"
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005293-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tsb-gfe-qnw
title: Rumex angustifolius subsp. macranthus (Meisn.) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.gv9wxd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium acutangulum, Allium acutangulum pratense, Allium acutangulum fallax, Allium acutangulum senescens, Allium angulare, Allium angulatum, Allium angulosum, Allium angulosum latifolium, Allium angulosum albiflorum, Allium angulosum calcareum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005292-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16079770
title: World Happiness Report 2015: Exploratory Data Analysis

description: This project presents an Exploratory Data Analysis (EDA) of the World Happiness Report 2015, using data published by the Gallup World Poll. The dataset captures global happiness indicators from over 150 countries and provides insights into the socio-economic and cultural factors that influence happiness.

With the goals of: Understand global distribution of happiness scores, explore the relationship between GDP and happiness, identify top contributing factors to a country’s happiness, analyze regional patterns and trends, and address missing data, duplicates, and outliers

Tools used:





Python 




Pandas, NumPy




Seaborn, Matplotlib



This project is ideal for those who want to learn data cleaning, visual exploration, and statistical insights using a real-world dataset related to global well-being.
DOI: 10.5281/zenodo.16079771
title: World Happiness Report 2015: Exploratory Data Analysis

description: This project presents an Exploratory Data Analysis (EDA) of the World Happiness Report 2015, using data published by the Gallup World Poll. The dataset captures global happiness indicators from over 150 countries and provides insights into the socio-economic and cultural factors that influence happiness.

With the goals of: Understand global distribution of happiness scores, explore the relationship between GDP and happiness, identify top contributing factors to a country’s happiness, analyze regional patterns and trends, and address missing data, duplicates, and outliers

Tools used:





Python 




Pandas, NumPy




Seaborn, Matplotlib



This project is ideal for those who want to learn data cleaning, visual exploration, and statistical insights using a real-world dataset related to global well-being.
DOI: 10.15468/dl.jr8k9m
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba magellanica"
 ]
}

 The dataset includes 505 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gjnpz
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria cephalophora"
 ]
}

 The dataset includes 206 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.