cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17014983
title: Salary Askk & Estimate throughout transparency condittions, Within suject Anchoring Experiment (Austria, Consulting Students) –  Dataset

description: his dataset contains anonymized responses (N = 99) from a within-subject Qualtrics experiment on the effect of salary transparency in Austrian job advertisements. Respondents evaluated four anonymized consulting job postings (identical except for company name and minor wording changes) under three experimental conditions:





T1_ND – No salary disclosure: “Salary: For this position, an attractive salary is envisaged.”




T2_MD – Minimum salary disclosure: “Salary: In accordance with the collective bargaining agreement, a minimum gross salary of EUR 3,069.98 per month is envisaged for this position. Willingness to excess payment depending on qualifications and experience.”




T3_RD – Range disclosure: “Salary: For this position, a gross salary between EUR 3,000.00 and EUR 3,900.00 per month is envisaged, depending on qualification and experience.”



For each condition, participants answered the following prompts:





“What monthly gross salary do you expect for this position?” (Tx_estimate)




“What monthly gross salary do you ask for in the negotiation?” (Tx_ask)




Likert (1–7) scale evaluations of the ad:





I feel confident in my estimate (Tx_confidence)




The salary seems fair (Tx_fairness)




The salary is negotiable (Tx_negotiability)




The salary information is reliable (Tx_reliability)




This role is attractive (Tx_attractiveness)




I am qualified for this role (Tx_qualified)





Demographics include:





Age (“How old are you?”)




Gender (“What best describes you?”: Male, Female, Non-binary, Rather not say, Other)




Residence (“In which country do you currently reside?”; collapsed in public data into EU vs. Rest of World)




Years living in Austria




Enrollment/graduation status in past 3 years




Education status (Bachelor current/degree, Master current/degree, Other)




Field of study (Econ/Business, Other)




GPA (Austrian scale, inverted for regression)




Years of work experience (overall and relevant)




Employment status (Employed, Maternity leave, Job seeking, Study)




Attitudes (Likert 1–7): “I am career driven”, “I am confident in my negotiation skills”




Sources of salary information (multiple choice: Family/Partner, Acquaintances, Chamber of Labor, Trade Union, AMS, Collective Agreements, Job Ads, Online Job Portals, Other)



All identifiers, free-text fields, GPS, and timing/paradata were removed. The dataset is suitable for replication and secondary analysis of the bachelor thesis by Kos (2025).
DOI: 10.5281/zenodo.17014984
title: Salary Askk & Estimate throughout transparency condittions, Within suject Anchoring Experiment (Austria, Consulting Students) –  Dataset

description: his dataset contains anonymized responses (N = 99) from a within-subject Qualtrics experiment on the effect of salary transparency in Austrian job advertisements. Respondents evaluated four anonymized consulting job postings (identical except for company name and minor wording changes) under three experimental conditions:





T1_ND – No salary disclosure: “Salary: For this position, an attractive salary is envisaged.”




T2_MD – Minimum salary disclosure: “Salary: In accordance with the collective bargaining agreement, a minimum gross salary of EUR 3,069.98 per month is envisaged for this position. Willingness to excess payment depending on qualifications and experience.”




T3_RD – Range disclosure: “Salary: For this position, a gross salary between EUR 3,000.00 and EUR 3,900.00 per month is envisaged, depending on qualification and experience.”



For each condition, participants answered the following prompts:





“What monthly gross salary do you expect for this position?” (Tx_estimate)




“What monthly gross salary do you ask for in the negotiation?” (Tx_ask)




Likert (1–7) scale evaluations of the ad:





I feel confident in my estimate (Tx_confidence)




The salary seems fair (Tx_fairness)




The salary is negotiable (Tx_negotiability)




The salary information is reliable (Tx_reliability)




This role is attractive (Tx_attractiveness)




I am qualified for this role (Tx_qualified)





Demographics include:





Age (“How old are you?”)




Gender (“What best describes you?”: Male, Female, Non-binary, Rather not say, Other)




Residence (“In which country do you currently reside?”; collapsed in public data into EU vs. Rest of World)




Years living in Austria




Enrollment/graduation status in past 3 years




Education status (Bachelor current/degree, Master current/degree, Other)




Field of study (Econ/Business, Other)




GPA (Austrian scale, inverted for regression)




Years of work experience (overall and relevant)




Employment status (Employed, Maternity leave, Job seeking, Study)




Attitudes (Likert 1–7): “I am career driven”, “I am confident in my negotiation skills”




Sources of salary information (multiple choice: Family/Partner, Acquaintances, Chamber of Labor, Trade Union, AMS, Collective Agreements, Job Ads, Online Job Portals, Other)



All identifiers, free-text fields, GPS, and timing/paradata were removed. The dataset is suitable for replication and secondary analysis of the bachelor thesis by Kos (2025).
DOI: 10.15468/dl.ak2zs8
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torilis arvensis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014907-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2fva5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio bicolor"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014909-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cu66m
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crocodylus rhombifer (Cuvier, 1807)"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245042-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnpq0i
title: Occurrence Download

description: A dataset containing 23452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazilia cyanocephala (Bourcier & Mulsant, 1846)"
 ]
}

 The dataset includes 23452 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009872-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b538k8
title: Occurrence Download

description: A dataset containing 28529 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachemys scripta elegans (Wied, 1838)"
 ]
}

 The dataset includes 28529 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059735-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az4v9n
title: Occurrence Download

description: A dataset containing 3384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Suivi Temporel des Rhopalocères de France (STERF)",
 "GadmGid is FRA.8.6_1"
 ]
}

 The dataset includes 3384 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299122-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm5nwc
title: Occurrence Download

description: A dataset containing 121515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((114 29,120 29,120 35,114 35,114 29))",
 "Year 1990-2019"
 ]
}

 The dataset includes 121515 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245068-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbnn8m
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lutzomyia panamensis (Shannon, 1926)",
 "Country is Mexico"
 ]
}

 The dataset includes 614 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009873-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3avwx
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia dolomitica Codd"
 ]
}

 The dataset includes 65 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065589-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp5u9f
title: Occurrence Download

description: A dataset listing the 41 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bats of Northern Peninsular Malaysia"
 ]
}

 The dataset's 41 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299131-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.326q95
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aulacorhynchus huallagae Carriker, 1933"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249957-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2sywm
title: Occurrence Download

description: A dataset containing 1327 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Appendix) Abundances of benthic foraminifera in ODP Hole 105-646B"
 ]
}

 The dataset includes 1327 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009873-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4nj3v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Juniperus",
 "HasGeospatialIssue is FALSE",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319158-200613084148143/datasets/export for details.
DOI: 10.15468/dl.pt4jpd
title: Occurrence Download

description: A dataset containing 75693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium multiflorum Lam."
 ]
}

 The dataset includes 75693 records from 687 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050015-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4khu5e
title: Occurrence Download

description: A dataset containing 1115 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Escallonia myrtilloides L.fil."
 ]
}

 The dataset includes 1115 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016421-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krhaxv
title: Occurrence Download

description: A dataset containing 1642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-129.23133 45.98827,-105.81086 12.67929,-87.31773 7.29081,-86.00247 17.7904,-94.9403 24.16435,-94.25621 45.47814,-129.23133 45.98827))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Selasphorus platycercus (Swainson, 1827)"
 ]
}

 The dataset includes 1642 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044061-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpapnf
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drymophila rubricollis (W.Bertoni, 1901)"
 ]
}

 The dataset includes 1056 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009873-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uyxd7
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "Country is India",
 "Country is Sri Lanka"
 ]
 },
 "Year 1900-2018",
 "Geometry POLYGON((66.37939 24.14795,76.35498 5.25146,85.03418 5.05371,99.33838 28.80615,75.65186 36.62842,68.57666 29.06982,66.37939 24.14795))",
 "HasCoordinate is true",
 "TaxonKey is Calotes Cuvier, 1817",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 347 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007126-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57m9ha
title: Occurrence Download

description: A dataset containing 128566 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Huila"
 ]
}

 The dataset includes 128566 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242267-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msc4h8
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Nepal",
 "Country is Bhutan",
 "Country is India"
 ]
 },
 "TaxonKey is Carpesium scapiforme F.H.Chen & C.M.Hu"
 ]
}

 The dataset includes 116 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044063-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rmsyl
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax tepuiensis subsp. guaiquinimae Maguire & Steyerm."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007126-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wszwyx
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tisonia baronii Danguy"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009873-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esqwnm
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 253 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014213-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frs9pt
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalbergia miscolobium Benth."
 ]
}

 The dataset includes 1478 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004558-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjcfov
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera bulbigena Morr."
 ]
}

 The dataset includes 46 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007126-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4au60
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Tlacuatzin canescens (J.A.Allen, 1893)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 209 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008106-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4olp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"3860971","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"HUMANOBSERVATION","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009873-200221144449610/datasets/export for details.
DOI: 10.15468/dl.zs82qy
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boswellia dalzielii Hutch."
 ]
}

 The dataset includes 331 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nngxu
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diatraea saccharalis Guenée, 1862"
 ]
}

 The dataset includes 409 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247358-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w53w8j
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Erebia cassioides (Esper, 1790)"
 ]
}

 The dataset includes 393 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059738-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae35he
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotis mexicana (Coues, 1877)"
 ]
}

 The dataset includes 670 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009874-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuavaa
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platyctenida",
 "Year 2012-2024"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198385-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3ltjz
title: Occurrence Download

description: A dataset containing 1441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mucuna pruriens (L.) DC.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1441 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001937-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.una6qv
title: Occurrence Download

description: A dataset containing 3448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium scariosum Nutt."
 ]
}

 The dataset includes 3448 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138665-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.