cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nh4x2u
title: Occurrence Download

description: A dataset containing 60176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis purpurea (Trin.) Trin."
 ]
}

 The dataset includes 60176 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009291-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk334f
title: Occurrence Download

description: A dataset containing 567 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 Lalage melanoleuca (Blyth, 1861)"
 ]
}

 The dataset includes 567 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035050-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umky9m
title: Occurrence Download

description: A dataset containing 4287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela frenata Lichtenstein, 1831"
 ]
}

 The dataset includes 4287 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075513-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm657q
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryopteris macrolepidota Copel."
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035044-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.80ucu5
title: Occurrence Download

description: A dataset containing 26456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tadarida brasiliensis (I.Geoffroy, 1824)"
 ]
}

 The dataset includes 26456 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009936-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tzvew
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canthium glaucum Hiern"
 ]
}

 The dataset includes 92 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075541-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndh9qx
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Modulatrix stictigula (Reichenow, 1906)"
 ]
}

 The dataset includes 214 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009936-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgdnpz
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Oceania",
 "Country is one of (Papua New Guinea, Solomon Islands)",
 "TaxonKey is Ornithuroscincus Slavenko, Tamar, Tallowin, Kraus, Allison, Carranza & Meiri, 2021"
 ]
}

 The dataset includes 368 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035076-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rc4pp
title: Occurrence Download

description: A dataset containing 9130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bufo calamita Laurenti, 1768",
 "Country is Spain"
 ]
}

 The dataset includes 9130 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009280-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaxkut
title: Occurrence Download

description: A dataset containing 5667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chone duneri Malmgren, 1867",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5667 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046140-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23708/tyfn5u
title: Replication Data for Distribution of Quercus ilex subsp. rotundifolia in Tunisia and intraspecific variation of seed morphophysiological traits along climatic gradients

description: This dataset gathers geographical information for the distribution sites of Quercus ilex subsp. rotundifolia in Tunisia in 2020, as well as climatic data and seed morpho-physiological traits associated with the 18 main populations identified. In order to identify adaptations to local environments that may reflect ecological strategies for stress avoidance and seed survival, we tested whether seed functional traits vary, in Quercus ilex subsp. rotundifolia, along climatic gradient within its southern range of distribution, at the edge of arid areas, in Tunisia. An updated survey on the distribution of Q. ilex in Tunisia allowed to characterize the bioclimates of the main populations. We have measured variations for seed morphological traits, desiccation sensitivity level, germination and shoot emergence rates under controlled conditions, among 18 populations of Q. ilex sampled over the entire Tunisian distribution of the species. We have explored the relationships between observed variations in seed traits and climate factors. Contents The Excel file "Data_Quercus_ilex_Tunisia_2020.xls" used in Amimi et al. includes 5 sheets: Sheet 1 ("Info_legend"): description of the variables used; sheet 2 ("Quercus ilex coordinates"): geographical coordinates, elevation of Quercus ilex subsp. rotundifolia distribution sites in Tunisia; sheet 3 ("Measured_data"): Locations of the 18 source populations for Quercus ilex in Northern Tunisia, and their main associated climate characteristics, as well as variation in morphological and physiological traits of seeds and acorns among the 18 Tunisian Holm oak populations studied ; sheet 4 ("Analyzed_data1"): Cross-correlation matrix between seed morphophysiological traits; sheet 5 ("Analyzed_data2"): Correlation matrix between seed morphophysiological traits and climatic variables at the site of harvest. The file "Quercus_ilex_Tunisia_Info_legend.tsv" (text format, tabulated data) describes the variables used. The file "Quercus_ilex_Tunisia_Quercus_ilex_coordinates.tsv" includes geographical coordinates, elevation of Quercus ilex subsp. rotundifolia distribution sites in Tunisia. The file "Quercus_ilex_Tunisia_Measured_data.tsv" includes locations of the 18 source populations for Quercus ilex in Northern Tunisia, and their main associated climate characteristics, as well as variation in morphological and physiological traits of seeds and acorns among the 18 Tunisian Holm oak populations studied. The file "Quercus_ilex_Tunisia_Analyzed_data1.tsv" includes correlation matrix between seed morphophysiological traits and climatic variables at the site of harvest. The file "Quercus_ilex_Tunisia_Analyzed_data2.tsv" includes Cross-correlation matrix between seed morphophysiological traits.
DOI: 10.15468/dl.gzqr95
title: Occurrence Download

description: A dataset containing 336507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Tyrannus melancholicus Vieillot, 1819"
 ]
}

 The dataset includes 336507 records from 494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016571-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aytaa
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.76389 11.26535,-73.76309 11.22233,-73.68362 11.22168,-73.68556 11.26555,-73.76389 11.26535))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 542 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016627-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycqn72
title: Occurrence Download

description: A dataset listing the 389 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, SANBI: Rare and Threatened Plants (Cape Floristic Region, 1864-2008), Southern African Bird Atlas Project 2, Botanical Database of Southern Africa (BODATSA): Botanical Collections)",
 "Geometry POLYGON((28.91921 -26.55784,29.18159 -26.55905,29.18828 -26.30277,28.91495 -26.30216,28.91921 -26.55784))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 389 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016618-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nau8pq
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.14.14_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 299 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016628-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpahhu
title: Occurrence Download

description: A dataset containing 647161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata Linnaeus, Hypochaeris radicata Linnaeus, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., 161215823, Hypochaeris radicata L., 1753, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., 201116310, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., 201116312, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Ixia paniculata D.Delaroche, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., 163318635, Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L., Hypochaeris radicata L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 647161 records from 2611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016620-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zenjf
title: Occurrence Download

description: A dataset listing the 207 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.45506 4.57205,-74.44286 4.57205,-74.44286 4.58576,-74.45506 4.58576,-74.45506 4.57205))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 207 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004813-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwcwrq
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3339 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000055-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdrxwj
title: Occurrence Download

description: A dataset containing 288132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fungi",
 "TypeStatus is one of (Unspecified type, Type species, Type genus, Allolectotype, Alloneotype, Allotype, Cotype, Epitype, Exepitype, Exholotype, Exhisotype, Exlectotype, Exneotype, Exparatype, Exsyntype, Extype, Hapantotype, Holotype, Iconotype, Isolectotype, Isoparatype, Isoneotype, Isosyntype, Isotype, Lectotype, Neotype, Paralectotype, Praneotype, Paratype, Plastoholotype, Plastoisotype, Plastolectotype, Plastoneotype, Plastoparatype, Plastosyntype, Plastotype, Secondary type, Supplementary type, Syntype, Topotype, Original material)"
 ]
}

 The dataset includes 288132 records from 734 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056732-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh7syj
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porzana pusilla obscura Neumann, 1897",
 "Country is South Africa"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004746-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysrxxj
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3339 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000049-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.667jhp
title: Occurrence Download

description: A dataset containing 5923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ardea intermedia Wagler, 1829"
 ]
}

 The dataset includes 5923 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000065-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfnbfz
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3339 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000044-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa5o6k
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Nepal",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 125 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004746-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqp46f
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3339 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000043-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv3e9r
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3339 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000046-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpxxz2
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Nototriche Turcz."
 ]
}

 The dataset includes 334 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021733-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nds222
title: Occurrence Download

description: A dataset containing 53876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tortrix viridana (Linnaeus, 1758))",
 "OccurrenceStatus is one of (Present)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 53876 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021732-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnd26a
title: Occurrence Download

description: A dataset containing 43266776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Austria, Ecuador, China, Chile)",
 "MediaType is null"
 ]
}

 The dataset includes 43266776 records from 6590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021718-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uwxsr
title: Occurrence Download

description: A dataset containing 18 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 one of (Drosera nidiformis)"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029636-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cuy5r
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetoceros constrictus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029637-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2t95t
title: Occurrence Download

description: A dataset containing 26157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Grampus griseus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 26157 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029638-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v2w6z6rjny
title: Claim Data

description: The dataset contains two primary components: (i) Hemodialysis claims and (ii)a Chemotherapy claims. Each dataset includes monthly records of hospital tariffs and insurance claim reimbursements. The period spans January 2021 through May 2024.