cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gj92qb
title: Occurrence Download

description: A dataset containing 10730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onthophagus taurus (Schreber, 1759)"
 ]
}

 The dataset includes 10730 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109253-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj89zy
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanoides tuberculata (O.F.Müller, 1774)"
 ]
}

 The dataset includes 540 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130704-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf6umq
title: Occurrence Download

description: A dataset containing 16946 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((5.241862535476685 43.294803095683314,5.241862535476685 43.25493380778211,5.340739488601685 43.25493380778211,5.340739488601685 43.294803095683314,5.241862535476685 43.294803095683314)))"
 ]
}

 The dataset includes 16946 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084627-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvt462
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Embelia grandifolia H.R.Fletcher"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038561-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwphb2
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Ornitológica de la Universidad de Nariño"
 ]
}

 The dataset includes 1249 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0343614-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjcvtg
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is World distribution of the aquatic Oligochaeta",
 "TaxonKey is Branchiobdellida"
 ]
}

 The dataset includes 285 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008489-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywbe3z
title: Occurrence Download

description: A dataset containing 1 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 Letheobia pembana Broadley & Wallach, 2007"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038547-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b7ufe
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus bungeana Zucc. ex Endl."
 ]
}

 The dataset includes 423 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126981-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjfhdn
title: Occurrence Download

description: A dataset containing 9907 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucurbita moschata (Duchesne) Duchesne ex Poir."
 ]
}

 The dataset includes 9907 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008489-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hnkkr
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Auckland Museum Botany Collection",
 "Geometry POLYGON((172.83966 -34.1922,173.4494 -34.52179,174.46564 -35.13153,175.7016 -35.88959,176.55304 -36.5213,179.67316 -36.05988,179.20624 -34.10431,177.37152 -33.32977,174.67026 -33.4465,175.48187 -33.2309,174.87213 -32.96173,172.25464 -32.55249,172.83966 -34.1922))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 239 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023113-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sebkpp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Moschus chrysogaster (Hodgson, 1839)"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198878-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkj2h7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.08011 47.15400,17.85722 47.15400,17.85722 61.82688,-3.08011 61.82688,-3.08011 47.15400))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laonome xeprovala Bick & Bastrop, 2018"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135842-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m67unr
title: Occurrence Download

description: A dataset containing 50496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Thamnophilus caerulescens",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 50496 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087174-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmqfgx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microsporea",
 "HasCoordinate is true",
 "Country is one of (Austria)",
 "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/0212348-210914110416597/datasets/export for details.
DOI: 10.15468/dl.acej9t
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiloglottis truncata D.L.Jones & M.A.Clem."
 ]
}

 The dataset includes 38 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135829-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdsc5o
title: Occurrence Download

description: A dataset containing 2834 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis dulcis (Burm.f.) Trin. ex Hensch."
 ]
}

 The dataset includes 2834 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045995-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjdhbq
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.9707 30.49805,-106.61133 30.49805,-106.61133 43.74023,-119.9707 43.74023,-119.9707 30.49805))",
 "TaxonKey is Cynomys parvidens J.A.Allen, 1905"
 ]
}

 The dataset includes 267 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212361-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn9djj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guinea",
 "TaxonKey is Ipomoea argentaurata Hallier fil."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135835-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlyh0d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melaleuca oldfieldii F.Muell.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045998-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m4try
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guinea",
 "TaxonKey is Ipomoea barteri Baker"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135845-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zy5jb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrelaphis underwoodi Van Rooijen & Vogel, 2008"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275900-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3qs34
title: Occurrence Download

description: A dataset containing 34647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Albania",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 34647 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011092-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y4k4k
title: Occurrence Download

description: A dataset containing 998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meroles squamulosus (Peters, 1854)"
 ]
}

 The dataset includes 998 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279666-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ajvy5
title: Occurrence Download

description: A dataset containing 234595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-98.34152 15.38615,-95.20175 15.38615,-95.20175 18.23239,-98.34152 18.23239,-98.34152 15.38615))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 234595 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135869-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae7kta
title: Occurrence Download

description: A dataset containing 6098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((37.05057 -3.18137,37.63065 -3.3154,37.53397 -2.8287,36.99344 -2.87814,37.05057 -3.18137))",
 "TaxonKey is Plantae",
 "Year 1975-2021"
 ]
}

 The dataset includes 6098 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021690-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6rx5h
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astreopora incrustans Bernard, 1896"
 ]
}

 The dataset includes 23 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037402-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kugyac
title: Occurrence Download

description: A dataset containing 1209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atractus crassicaudatus (Duméril, Bibron & Duméril, 1854)"
 ]
}

 The dataset includes 1209 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281044-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtdqer
title: Occurrence Download

description: A dataset containing 6768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aix galericulata (Linnaeus, 1758)"
 ]
}

 The dataset includes 6768 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198879-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2gmuu
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "TaxonKey is Remijia DC."
 ]
}

 The dataset includes 140 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068674-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5njb4
title: Occurrence Download

description: A dataset containing 1215754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (COL.16_2, COL.17_2, COL.32_2, COL.1_2, COL.9_2, COL.24_2)",
 "OccurrenceStatus is Present",
 "Year 2000-2023"
 ]
}

 The dataset includes 1215754 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205819-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgfzrb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mediophyceae",
 "HasCoordinate is true",
 "Country is one of (Austria)",
 "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/0212347-210914110416597/datasets/export for details.
DOI: 10.15468/dl.ybm7xz
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymodon waymouthii (R.Br.bis) R.H.Zander"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037404-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnpmh6
title: Occurrence Download

description: A dataset containing 4011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melaleuca nodosa (Gaertn.) Sm.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4011 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045996-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfyzu5
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bell Museum plants",
 "TaxonKey is Anemone canadensis L."
 ]
}

 The dataset includes 401 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135822-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgyhyn
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetracme quadricornis (Stephan) Bunge"
 ]
}

 The dataset includes 214 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212350-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn0q4i
title: Occurrence Download

description: A dataset containing 4832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchospora rugosa (Vahl) Gale"
 ]
}

 The dataset includes 4832 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046002-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u86y6n
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tauscheria lasiocarpa Fisch. ex DC."
 ]
}

 The dataset includes 135 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212362-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz5ygr
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiloglottis trapeziformis Fitzg."
 ]
}

 The dataset includes 734 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135823-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t0hxnd
title: Occurrence Download

description: A dataset containing 775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melaleuca pauperiflora subsp. mutica Barlow",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 775 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046015-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6b3bp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedinophyceae",
 "HasCoordinate is true",
 "Country is one of (Austria)",
 "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/0212356-210914110416597/datasets/export for details.
DOI: 10.15468/dl.js2ek7
title: Occurrence Download

description: A dataset containing 2209381 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-105.23727 20.62085,-105.72847 20.41911,-105.60567 20.24369,-105.46533 20.0244,-105.13202 19.55952,-104.8601 19.29638,-104.30751 19.02447,-103.7286 18.60344,-103.2988 18.20873,-102.21115 17.90173,-101.96555 17.94559,-101.81644 18.0947,-101.50067 18.4017,-101.2463 18.69993,-100.87791 19.25252,-100.79019 19.62969,-100.56214 20.15597,-100.35162 20.5156,-100.24637 20.89277,-100.82528 21.23485,-101.26385 21.02434,-101.74627 20.86645,-101.9831 20.43666,-102.51815 20.50683,-102.65849 20.68225,-102.62341 21.05942,-102.50938 21.56816,-102.64095 21.66465,-103.02689 21.77867,-103.19354 21.41905,-103.55317 21.07696,-103.59703 20.44543,-104.68468 20.48928,-105.23727 20.62085))"
 ]
}

 The dataset includes 2209381 records from 1020 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022644-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11197340
title: Synthetic data 0.1

description: Synthetic data generated with stable diffution. Consists of 6,390 images. Real dataset used for generating: https://zenodo.org/records/10203721. stable diffusiton model (img2img) used for generating: https://github.com/AUTOMATIC1111/stable-diffusion-webui.  denoising strength 0.1

Project (practical wotk for Bachelor's paper) where data is used for model training: https://github.com/rkalvitis/Bakalaurs.
DOI: 10.5281/zenodo.11197341
title: Synthetic data 0.1

description: Synthetic data generated with stable diffution. Consists of 6,390 images. Real dataset used for generating: https://zenodo.org/records/10203721. stable diffusiton model (img2img) used for generating: https://github.com/AUTOMATIC1111/stable-diffusion-webui.  denoising strength 0.1

Project (practical wotk for Bachelor's paper) where data is used for model training: https://github.com/rkalvitis/Bakalaurs.