cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17389906
title: Ambient Influence: Digital Nomads as Unintentional Brand Intermediaries — Supplementary Materials

description: These files accompany the manuscript and provide instruments, sampling/procedures statements, reflexivity details, and item-level descriptive statistics for Studies 1–3.

Contents (files and one-line summaries)





Research Paradigm and Reflexivity Statement for Study 3.pdfOutlines the qualitative research stance for Study 3 and the researchers’ positionality/reflexivity considerations.




Sample Size Adequacy and Data Collection Procedures for Study 1.pdfJustifies Study 1’s sample size and details participant recruitment, inclusion criteria, and data collection steps.




Sample Size Adequacy and Data Collection Procedures for Study 2.pdfJustifies Study 2’s sample size and documents the experimental sampling frame and data collection workflow.




Sampling Adequacy and Data Collection Procedures – Study 3.pdfDescribes sampling rationale and field procedures for the qualitative component in Study 3.




Survey Instrument and Measures – Study 1.pdfComplete survey for Study 1, including constructs, item wording, and response formats.




Survey Instrument and Measures – Study 2.pdfComplete instrument for Study 2 (experimental study), including manipulations, measures, and response formats.




Study1_ScaleItem_Descriptives- means, standard deviations, skew and kurtosis.xlsxItem-level descriptive statistics for Study 1 (mean, SD, skew, kurtosis) to support scale evaluation and screening.




Study2_ScaleItem_Descriptives- means, standard deviations, skew and kurtosis.xlsxItem-level descriptive statistics for Study 2 (mean, SD, skew, kurtosis) for transparency and reproducibility.
DOI: 10.5281/zenodo.17389907
title: Ambient Influence: Digital Nomads as Unintentional Brand Intermediaries — Supplementary Materials

description: These files accompany the manuscript and provide instruments, sampling/procedures statements, reflexivity details, and item-level descriptive statistics for Studies 1–3.

Contents (files and one-line summaries)





Research Paradigm and Reflexivity Statement for Study 3.pdfOutlines the qualitative research stance for Study 3 and the researchers’ positionality/reflexivity considerations.




Sample Size Adequacy and Data Collection Procedures for Study 1.pdfJustifies Study 1’s sample size and details participant recruitment, inclusion criteria, and data collection steps.




Sample Size Adequacy and Data Collection Procedures for Study 2.pdfJustifies Study 2’s sample size and documents the experimental sampling frame and data collection workflow.




Sampling Adequacy and Data Collection Procedures – Study 3.pdfDescribes sampling rationale and field procedures for the qualitative component in Study 3.




Survey Instrument and Measures – Study 1.pdfComplete survey for Study 1, including constructs, item wording, and response formats.




Survey Instrument and Measures – Study 2.pdfComplete instrument for Study 2 (experimental study), including manipulations, measures, and response formats.




Study1_ScaleItem_Descriptives- means, standard deviations, skew and kurtosis.xlsxItem-level descriptive statistics for Study 1 (mean, SD, skew, kurtosis) to support scale evaluation and screening.




Study2_ScaleItem_Descriptives- means, standard deviations, skew and kurtosis.xlsxItem-level descriptive statistics for Study 2 (mean, SD, skew, kurtosis) for transparency and reproducibility.
DOI: 10.15468/dl.56b4zd
title: Occurrence Download

description: A dataset containing 518610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year is 2023",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 518610 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037578-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm2t2n
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Sandoricum koetjape"
 ]
}

 The dataset includes 270 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037609-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3t8rp
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico)",
 "TaxonKey is Thamnophis marcianus marcianus"
 ]
}

 The dataset includes 539 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037610-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4ypgv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium polymorphum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037611-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjdt7t
title: Occurrence Download

description: A dataset containing 6364 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Candidula unifasciata"
 ]
}

 The dataset includes 6364 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037613-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15487745
title: Data and code for Jimenez et al. "Experimental evidence that reputation-based partner choice facilitates information sharing in humans"

description: Data, code and experimental protocols for the paper "Experimental evidence that reputation-based partner choice facilitates information sharing in humans" by Ángel Jiménez, Lei Chang, Keith Jensen, Hui Jing Lu & Alex Mesoudi. 

jimenez_etal_2025_analysis_code.Rmd is an RMarkdown file containing all analyses for the paper, both R code and description of the code. Each code snippet can be run separately, or the whole file can be knit together.

jimenez_etal_2025_figure_code.R is an R script with all code for generating the figures in the paper. You need to load data and custom functions from jimenez_etal_2025_analysis_code.Rmd first.

data.zip contains all data in csv format. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd and jimenez_etal_2025_figure_code.R

stanfiles.zip contains required stan files. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd

stanfits.zip contains pre-run stan models to save having to run the stan models each time, which take a while to run. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd

oTree Code.zip contains all o-Tree code that was used to program the experimental tasks. See included readme files for details.
DOI: 10.5281/zenodo.17389903
title: Data and code for Jimenez et al. "Experimental evidence that reputation-based partner choice facilitates information sharing in humans"

description: Data, code and experimental protocols for the paper "Experimental evidence that reputation-based partner choice facilitates information sharing in humans" by Ángel Jiménez, Lei Chang, Keith Jensen, Hui Jing Lu & Alex Mesoudi. 

jimenez_etal_2025_analysis_code.Rmd is an RMarkdown file containing all analyses for the paper, both R code and description of the code. Each code snippet can be run separately, or the whole file can be knit together.

jimenez_etal_2025_figure_code.R is an R script with all code for generating the figures in the paper. You need to load data and custom functions from jimenez_etal_2025_analysis_code.Rmd first.

data.zip contains all data in csv format. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd and jimenez_etal_2025_figure_code.R

stanfiles.zip contains required stan files. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd

stanfits.zip contains pre-run stan models to save having to run the stan models each time, which take a while to run. This should be unzipped and placed in the same folder as jimenez_etal_2025_analysis_code.Rmd

oTree Code.zip contains all o-Tree code that was used to program the experimental tasks. See included readme files for details.
DOI: 10.25345/c5z02zn8x
title: MassIVE MSV000099534 - RAW data for untargeted metabolomics of rice shoot and root treated with PPE
title: In this study, shoot and root tissues from two-week-old rice plants, treated with peach peel extract (PPE) or mock solution, were harvested 24 hours post-treatment. Metabolites were extracted using 80% methanol with 0.1% formic acid, followed by sonication, centrifugation, and filtration. The extracts were analyzed using LC-MS on a Q Exactive Orbitrap system. Data were acquired in negative ion mode and processed using MS-DIAL software. Feature detection, deconvolution, and alignment were performed, and metabolites were annotated using public MSP spectral libraries. Quality control included pooled QC samples, solvent blanks, and mock-treated controls. This untargeted approach enabled the identification of metabolic shifts associated with PPE-induced systemic resistance in rice, providing insights into the biochemical pathways activated during defense responses.
DOI: 10.15468/dl.je4gdj
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera reineckii"
 ]
}

 The dataset includes 99 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037615-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34664q
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vigna adenantha",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037616-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccuhku
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elysia chlorotica"
 ]
}

 The dataset includes 240 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037617-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3js2tq
title: Occurrence Download

description: A dataset containing 397212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((22.5 30,30 30,30 37.5,22.5 37.5,22.5 30))"
 ]
}

 The dataset includes 397212 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037572-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8nqrz
title: Occurrence Download

description: A dataset containing 440128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-52.5 -7.5,-45 -7.5,-45 0,-52.5 0,-52.5 -7.5))"
 ]
}

 The dataset includes 440128 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037567-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6whxv
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.17693 43.40169,6.67957 42.52917,3.65932 43.25577,0.31256 45.01313,-7.60539 44.8976,-7.60539 40.89318,-3.44234 38.69839,0.52376 38.6458,10.49095 40.8092,12.71488 35.14961,18.81371 37.6044,22.97201 43.59643,26.9917 46.53251,22.97201 48.95529,16.9761 50.16761,13.40257 49.80482,12.11705 48.26539,11.06635 46.26938,9.96312 45.79524,8.38707 44.61079,8.17693 43.40169))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hipparchia fagi",
 "Year 2025-2025"
 ]
}

 The dataset includes 304 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037618-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5vaf5
title: Occurrence Download

description: A dataset containing 23443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Honduras, Costa Rica, Nicaragua, Belize, Guatemala, El Salvador)",
 "TaxonKey is Thamnophis proximus"
 ]
}

 The dataset includes 23443 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037619-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yed23q
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula platyphylla",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037620-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cde7t5
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinolittorina malaccana"
 ]
}

 The dataset includes 234 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037621-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws2fsf
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Acacia"
 ]
}

 The dataset includes 134 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037625-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxe7p6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpinus coreana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037627-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z3aqr
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvinia cucullata"
 ]
}

 The dataset includes 107 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037626-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e113777v1-189524
title: Replication data for: Caste as an Impediment to Trade

description: We compare outcomes across two types of villages in rural India. Villages vary by which caste is dominant (owns the majority of land): either a low or high caste. The key finding is that income is substantially higher for low-caste households residing in villages dominated by a low caste. This seems to be due to a trade breakdown in irrigation water across caste groups. All else equal, lower caste water buyers
have agricultural yields which are 45 percent higher if they reside in a village where water sellers are of the same caste compared to one where they are not. (JEL O12, O13, O17, O18, Q15, R23, Z13)
DOI: 10.15468/dl.zuxp35
title: Occurrence Download

description: A dataset containing 5828 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinolittorina radiata"
 ]
}

 The dataset includes 5828 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037628-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb2gt3
title: Occurrence Download

description: A dataset containing 1516361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Malaysia",
 "Geometry POLYGON((100.5 -2.5,102.5 -2.5,102.5 6.5,100.5 6.5,100.5 -2.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1516361 records from 578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037585-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajynb6
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.90389 44.15986,9.06173 45.43763,10.92499 46.30251,10.23489 47.99195,5.9563 49.08847,0.84959 48.68006,-1.70377 46.91878,-0.73763 44.3129,3.40294 43.26679,6.37036 42.81285,7.90389 44.15986))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hipparchia genava",
 "Year 2025-2025"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037630-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc9fx9x
title: CCDC 281489: Experimental Crystal Structure Determination

description: Related Article: Qiyun Shao, Chunbao Li|2008|Synlett|2008|2412|doi:10.1055/s-2008-1078262
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqkdm8
title: CCDC 672130: Experimental Crystal Structure Determination

description: Related Article: Lufang Mu, Shuhui Chen, Liya Wang, Hongwei Hou|2008|Struct.Chem.|19|603|doi:10.1007/s11224-008-9330-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccq7wyr
title: CCDC 662995: Experimental Crystal Structure Determination

description: Related Article: Xian-Wen Wang, Ying Chen, Jing-Zhong Chen, Jian-Hong Liu, Lei Han|2008|Z.Naturforsch.,B:Chem.Sci.|63|129|doi:10.1515/znb-2008-0203
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccr2lft
title: CCDC 687686: Experimental Crystal Structure Determination

description: Related Article: K.R.Prasad, A.B.Pawar|2008|Synthesis|2008|3155|doi:10.1055/s-2008-1067261
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqvsht
title: CCDC 681147: Experimental Crystal Structure Determination

description: Related Article: E.J.Schelter, J.M.Veauthier, C.R.Graves, K.D.John, B.L.Scott, J.D.Thompson, J.A.Pool-Davis-Tournear, D.E.Morris, J.L.Kiplinger|2008|Chem.-Eur.J.|14|7782|doi:10.1002/chem.200800585
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqvsjv
title: CCDC 681148: Experimental Crystal Structure Determination

description: Related Article: E.J.Schelter, J.M.Veauthier, C.R.Graves, K.D.John, B.L.Scott, J.D.Thompson, J.A.Pool-Davis-Tournear, D.E.Morris, J.L.Kiplinger|2008|Chem.-Eur.J.|14|7782|doi:10.1002/chem.200800585
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqvskw
title: CCDC 681149: Experimental Crystal Structure Determination

description: Related Article: E.J.Schelter, J.M.Veauthier, C.R.Graves, K.D.John, B.L.Scott, J.D.Thompson, J.A.Pool-Davis-Tournear, D.E.Morris, J.L.Kiplinger|2008|Chem.-Eur.J.|14|7782|doi:10.1002/chem.200800585
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.