cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc112046762
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.z84d6w
title: Occurrence Download

description: A dataset containing 6187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxycarenus lavaterae (Fabricius, 1787)"
 ]
}

 The dataset includes 6187 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004712-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygdnaw
title: Occurrence Download

description: A dataset containing 2763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhodostethia rosea (W.MacGillivray, 1824)"
 ]
}

 The dataset includes 2763 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020847-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaydhd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Système d'Information sur la Nature et les Paysages d'Ile de France - Données sensibles (ou cachées par les observateurs) de la base de données Île-de-France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218423-230224095556074/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112046939
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.svn5me
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veratrum grandiflorum (Maxim. ex Miq.) O.Loes.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271867-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umk4ta
title: Occurrence Download

description: A dataset containing 10783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Amaranthus spinosus L."
 ]
}

 The dataset includes 10783 records from 576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218430-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rptgcr
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chimonanthus praecox (L.) Link",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 327 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020840-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxethv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllomys unicolor (Wagner, 1842)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348997-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112046673
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.94j3zm
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum cinnamomifolium Rehder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271894-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112046981
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.17632/fyjpjzyv8h.1
title: Enhancing Creativity in Agile Education for Students and Software Practitioners

description: The document ‘Appendix I-Components and elements of educational resources’ shows the comparative tables with the components and elements included in the different educational resources analysed for this study.
On the other hand, the document, ‘Appendix II-Surveys provided to participants’ contains the surveys used in each of the experiments carried out for data collection.
DOI: 10.15468/dl.mpjnd5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Bibliographie de la faune, la flore et la fonge de France métropolitaine et outre-mer-Bibliographique de la faune, la flore et la fonge de France métropolitaine et outre-mer",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218425-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cznvb
title: Occurrence Download

description: A dataset containing 1988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnothorax javanicus (Bleeker, 1859)"
 ]
}

 The dataset includes 1988 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031288-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3whak
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Festuca patzkei Markgr.-Dann."
 ]
}

 The dataset includes 1759 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020858-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112046769
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.vymnxx
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum congestum Rehder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271895-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq4prs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Observations naturalistes indépendantes d'origine privée partagées sur la base de données Kollect Nouvelle-Aquitaine-Observations faunistiques de Jean-François TERRASSE",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218434-230224095556074/datasets/export for details.
DOI: 10.15468/dl.nnbmw6
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colocasia affinis Schott)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065479-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112020587
title: Cuneiform Tablet 1913.14.1501, Spurlock 1913.14.1501

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1501; CDLI P421353 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Grayish Reddish Orange (10R 5/6) Medium Gray (N 6/ 30.0% R) ❧ [Physical Object Note:] 6.8 x 4.8 x 2 cm (61g)
DOI: 10.15468/dl.dq5n3j
title: Occurrence Download

description: A dataset containing 114743 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa rugosa Thunb."
 ]
}

 The dataset includes 114743 records from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378519-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mny9k
title: Occurrence Download

description: A dataset containing 24443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lymantria dispar Linnaeus, 1758"
 ]
}

 The dataset includes 24443 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262570-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2k3pj9
title: Occurrence Download

description: A dataset containing 1566 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia squamulosa (Sm.) Triana"
 ]
}

 The dataset includes 1566 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342573-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khjnvj
title: Occurrence Download

description: A dataset containing 56531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 56531 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spbq97
title: Occurrence Download

description: A dataset containing 52841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Cotula coronopifolia L., Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 52841 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239786-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6n9ja
title: Occurrence Download

description: A dataset containing 54074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 54074 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411088-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p47g2x
title: Occurrence Download

description: A dataset containing 54074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 54074 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0391685-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft8dsg
title: Occurrence Download

description: A dataset containing 776615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((110.74219 -15.96133,175.78735 14.91711,190.19531 72.60712,84.72656 82.58611,38.32031 63.86004,69.25781 7.01367,110.74219 -15.96133))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Anas falcata Georgi, 1775",
 "TaxonKey is Grus monacha Temminck, 1835",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "TaxonKey is Mareca penelope (Linnaeus, 1758)",
 "TaxonKey is Ardea cinerea Linnaeus, 1758",
 "TaxonKey is Aix galericulata (Linnaeus, 1758)",
 "TaxonKey is Anas poecilorhyncha J.R.Forster, 1781",
 "TaxonKey is Anas crecca Linnaeus, 1758",
 "TaxonKey is Anser fabalis (Latham, 1787)",
 "TaxonKey is Anser albifrons (Scopoli, 1769)"
 ]
 }
 ]
}

 The dataset includes 776615 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193962-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jae0fb
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "Year 1850-2019",
 "TaxonKey is Artocarpus altilis (Parkinson) Fosberg"
 ]
}

 The dataset includes 583 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012483-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v84n8j
title: Occurrence Download

description: A dataset containing 3034540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-44.1808 51.75988,-64.55815 72.67935,-113.59117 74.98091,-165.80815 74.13328,-168.99212 65.7361,-174.08645 54.80403,-153.7091 40.32823,-86.20911 -4.25132,-44.1808 51.75988))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidoptera",
 "Year 1024-2021"
 ]
}

 The dataset includes 3034540 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345519-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqgwgy
title: Occurrence Download

description: A dataset containing 682040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium aparine L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 682040 records from 1390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297806-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17321192
title: Dataset and Clustering Procedures of Infant Immunization Coverage in Ponorogo Regency (2022–2023)

description: This repository contains the dataset and clustering procedures used in the study “Implementation of K-Means Algorithm Based on Infant Immunization in Ponorogo Regency”. The purpose of this dataset is to support data mining analysis on immunization coverage and to enable replication of the clustering results.

The files included are:





Infant_Immunization_Dataset.csv – Raw dataset containing immunization coverage data across 21 sub-districts in Ponorogo Regency, including attributes such as BCG, Polio, DPT-HB-Hib, and Measles-Rubella.




Clustering_Procedures_2022.ipynb – Python code implementing the K-Means clustering algorithm for the 2022 dataset.




Clustering_Procedures_2023.ipynb – Python code implementing the K-Means clustering algorithm for the 2023 dataset.



The dataset was obtained from the official publication Profil Kesehatan Kabupaten Ponorogo by the Ponorogo District Health Office. All files are provided for educational and research purposes and may be reused under the stated license.