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

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphoglossum angustatum (Schrad.) Hieron."
 ]
}

 The dataset includes 239 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037089-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjtkjl
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "DatasetKey is SANT-Algae",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is NHMD Phycology Herbarium",
 "DatasetKey is Algae specimens of Kanagawa Prefectural Museum of Natural History",
 "DatasetKey is Algae Herbarium (KMN) UiA",
 "DatasetKey is Algae collection of Museum of Natural and Environmental History, Shizuoka"
 ]
 },
 "TaxonKey is Dasysiphonia japonica (Yendo) H.-S.Kim"
 ]
}

 The dataset includes 279 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008842-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab9fef
title: Occurrence Download

description: A dataset containing 89 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 Afropavo congensis Chapin, 1936"
 ]
}

 The dataset includes 89 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054085-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p4865
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus afghanicus (Melderis) G.Singh"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037090-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89mawi
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex leucoclada Boiss."
 ]
}

 The dataset includes 534 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008882-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwudap
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Biscutella maritima Ten."
 ]
}

 The dataset includes 214 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054125-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc3bs4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disperis disiformis Schltr."
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037232-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tivvpa
title: Occurrence Download

description: A dataset containing 22056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.51514 32.80574,-91.2085 32.80574,-91.2085 36.03133,-95.51514 36.03133,-95.51514 32.80574))",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is The New York Botanical Garden Herbarium (NY)",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is Tropicos MO Specimen Data",
 "DatasetKey is R. L. McGregor Herbarium Vascular Plants Collection",
 "DatasetKey is University of North Carolina at Chapel Hill Herbarium: Vascular Plants",
 "DatasetKey is Field Museum of Natural History (Botany) Seed Plant Collection",
 "DatasetKey is H.A. Stephens Herbarium",
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "DatasetKey is Louisiana State University, Shirley C. Tucker Herbarium - Vascular Plants",
 "DatasetKey is University of Tennessee Bryophyte Herbarium"
 ]
 },
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22056 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008896-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.antefq
title: Occurrence Download

description: A dataset containing 171 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 Occidozyga sumatrana (Peters, 1877)"
 ]
}

 The dataset includes 171 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047391-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3fy2h
title: Occurrence Download

description: A dataset containing 105 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 Gorsachius magnificus (Ogilvie-Grant, 1899)"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037075-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hynhm
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.12878 14.74849,-88.87122 14.74849,-88.87122 25.25151,-115.12878 25.25151,-115.12878 14.74849))",
 "HasCoordinate is true",
 "TaxonKey is Ambystoma dumerilii (Dugès, 1870)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008899-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aymkrd
title: Occurrence Download

description: A dataset containing 195 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 Aglaiocercus berlepschi (Hartert, 1898)"
 ]
}

 The dataset includes 195 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036961-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9sxn4
title: Occurrence Download

description: A dataset containing 60 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 Microhyla borneensis Parker, 1928"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047373-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d83drn
title: Occurrence Download

description: A dataset containing 1696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus grandifolia Ehrh.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 1696 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270301-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywvhtp
title: Occurrence Download

description: A dataset containing 1027728 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded",
 "Issue is Country derived from coordinates"
 ]
 },
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Zygophyllaceae",
 "TaxonKey is Zamiaceae",
 "TaxonKey is Setchellanthaceae",
 "TaxonKey is Orchidaceae",
 "TaxonKey is Lamiaceae"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1027728 records from 739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008897-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgvsmy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berteroa gintlii Rohlena"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047366-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6b4uz
title: Occurrence Download

description: A dataset containing 2037 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracaena fragrans (L.) Ker Gawl."
 ]
}

 The dataset includes 2037 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037023-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8onuah
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.30296 21.30592,-88.00152 21.30592,-88.00152 21.62521,-88.30296 21.62521,-88.30296 21.30592))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 458 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008895-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tywe8n
title: Occurrence Download

description: A dataset containing 4 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 Pristimantis padiali Moravec, Lehr, Perez-Peña, Lopez, Gagliardi-Urrutia & Arista-Tuanama, 2010"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047417-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdwnwt
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disparago laxifolia DC."
 ]
}

 The dataset includes 112 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036971-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.icvlac
title: Occurrence Download

description: A dataset containing 293608 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird tracking - GPS tracking of Western Marsh Harriers breeding near the Belgium-Netherlands border"
 ]
}

 The dataset includes 293608 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008859-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w73anr
title: Occurrence Download

description: A dataset containing 5 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 Pseudophilautus tanu (Meegaskumbura, Manamendra-Arachchi & Pethiyagoda, 2009)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047424-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh4hq8
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus alienus (Keng) S.L.Chen"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037108-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kgmpo
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.12878 14.74849,-88.87122 14.74849,-88.87122 25.25151,-115.12878 25.25151,-115.12878 14.74849))",
 "HasCoordinate is true",
 "TaxonKey is Ambystoma dumerilii (Dugès, 1870)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 513 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008891-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsqxga
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia teysmanniana (Miq.) Miq. ex B.D.Jacks."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047409-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc5kxk
title: Occurrence Download

description: A dataset containing 1632 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 Henicopernis longicauda (Lesson & Garnot, 1828)"
 ]
}

 The dataset includes 1632 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036979-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fruhw2
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.30296 21.30592,-88.00152 21.30592,-88.00152 21.62521,-88.30296 21.62521,-88.30296 21.30592))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 458 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008905-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb4r57
title: Occurrence Download

description: A dataset containing 683 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 Polyplectron napoleonis R.Lesson, 1831"
 ]
}

 The dataset includes 683 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054063-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4yjhn
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elwendia stewartiana (Nasir) Pimenov & Kljuykov"
 ]
}

 The dataset includes 74 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036967-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gudqzd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosophila grimshawi Oldenberg, 1914"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008918-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecmy8f
title: Occurrence Download

description: A dataset containing 6750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flueggea suffruticosa (Pall.) Baill."
 ]
}

 The dataset includes 6750 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054054-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jyczas
title: Occurrence Download

description: A dataset containing 22640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Commelina communis L., Commelina communis f. aureostriata MacKeever, Commelina vulgaris DC., Commelina communis f. alba TiChen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 22640 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022522-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3v423
title: Occurrence Download

description: A dataset containing 2299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laminaria ochroleuca Bachelot de la Pylaie, 1824"
 ]
}

 The dataset includes 2299 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022523-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14841121
title: Maps of Woody Landscape Elements in rural areas of Limburg (2012, 2018,2021), Rivierenland (2011,2015,2021) and Zeeland (2014,2020)

description: Maps of Woody Landscape Elements in rural areas of Limburg (2012, 2018,2021), Rivierenland (2011,2015,2021) and Zeeland (2014,2020) derived from LiDAR data. Methodology is described in Grondard et al. (submitted).

References:Grondard N., van Bussel L. and Hein L. (submitted). Monitoring landscape elements: state and recent trends of woody landscape elements in Dutch rural landscapes.
DOI: 10.5281/zenodo.13316827
title: National Checklists 2019: Serbia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Serbia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13317938
title: National Checklists 2019: Réunion Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Réunion collected using effechecka and geonames polygons
DOI: 10.25345/c52805b0f
title: MassIVE MSV000097087 - SDF2 and SDF2L1 are essential co-factors of DNAJB11 for Polycystin-1 processing
title: Mutations in the ER-resident chaperone DNAJB11 have been shown to cause a form of Polycystic Kidney Disease. The molecular mechanism underlying Dnajb11-related kidney disease involves an impairment in the processing of Polycystin-1, which is the protein most often mutated in Autosomal Dominant Polycystic Kidney Disease (ADPKD). Whether additional co-factors are necessary for DNAJB11-dependent PC-1 processing has so far remained unclear. In this study, we perform an unbiased interaction proteomics screen for DNAJB11 interacting proteins. We identify two highly homologous proteins, SDF2 and SDF2L1, as strong interaction partners of DNAJB11. Using newly established knockout cell lines we demonstrate a profound interdependence of DNAJB11 and SDF2/SDF2L1. Furthermore, we show that concomitant loss of SDF2 and SDF2L1 impairs PC-1 processing and that SDF2 or SDF2L1 are elementary subunits of the DNAJB11 complex required for normal PC-1 processing.
DOI: 10.15468/dl.dvst7y
title: Occurrence Download

description: A dataset containing 29417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Asplenium trichomanes L."
 ]
}

 The dataset includes 29417 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022524-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14843352
title: The impact of EITC on education, labor market trajectories, and inequalities

description: These replication files accompany the article titled "The impact of EITC on education, labor market trajectories, and inequalities", by Julien Albertini, Arthur Poirier and Anthony Terriau, to be published in the Review of Economic Studies. Their purpose is to enable the full reproduction of the empirical results and simulations presented in the study. The files include the data, code scripts, and detailed instructions necessary to run the analyses. We have ensured that each step of the analysis is clearly documented (Read_me.pdf) to facilitate the reproducibility of the results.