cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cptx336tt5
title: Project FeederWatch Raw Data

description: Project FeederWatch is a citizen science project operated by the Cornell Lab of Ornithology and Birds Canada. Since November 1988, "FeederWatchers" (members of the public) have been following a standardized protocol for observing and reporting birds that visit supplemental feeding stations (bird feeders) in the US and Canada. This dataset contains raw data submitted to Project FeederWatch. The data are intended to be completely open access. The "FeederWatch Data Dictionary" file included with this dataset is critical for understanding fields and their contents. The dataset contains millions of records from &gt; 60,000 count locations. Note that, due to the large file sizes, we have divided the dataset into multiple clusters of years. The FeederWatch season runs from November 1 through April each winter/spring (in the northern hemisphere). As such, the “2025” FeederWatch season includes data from November 1, 2024 – April 30, 2025, and the ‘PFW_birdobs_2021_2025’ file includes data from November 1, 2020 – April 30, 2025. 

For meaningful use of the data, please consult the data paper describing the FeederWatch dataset: 
Bonter, D.N. and E.I. Greig. 2021. Over 30 years of standardized bird counts at supplementary feeding stations in North America: A citizen science data report for Project FeederWatch. Frontiers in Ecology and Evolution 9: Article 619682 doi.org/10.3389/fevo.2021.619682

The dataset is scheduled for updates annually on or about June 1. 

Details about Project FeederWatch can be found on the project website: www.feederwatch.org. Data files are on the FeederWatch web site here: https://feederwatch.org/explore/raw-dataset-requests/ 
See documentation at https://feederwatch.org/explore/raw-dataset-requests/ for the latest details.
DOI: 10.15468/dl.k3anba
title: Occurrence Download

description: A dataset listing the 29 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.91691 20.02111,-98.67687 19.98983,-98.64141 19.95974,-98.45901 19.93423,-98.36664 19.9784,-98.32969 20.08924,-98.39957 20.229,-98.51919 20.30556,-98.88137 20.35816,-99.00789 20.31592,-98.91691 20.02111))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 29 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003019-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cptx336tt5.4
title: Project FeederWatch Raw Data

description: Project FeederWatch is a citizen science project operated by the Cornell Lab of Ornithology and Birds Canada. Since November 1988, "FeederWatchers" (members of the public) have been following a standardized protocol for observing and reporting birds that visit supplemental feeding stations (bird feeders) in the US and Canada. This dataset contains raw data submitted to Project FeederWatch. The data are intended to be completely open access. The "FeederWatch Data Dictionary" file included with this dataset is critical for understanding fields and their contents. The dataset contains millions of records from &gt; 60,000 count locations. Note that, due to the large file sizes, we have divided the dataset into multiple clusters of years. The FeederWatch season runs from November 1 through April each winter/spring (in the northern hemisphere). As such, the “2025” FeederWatch season includes data from November 1, 2024 – April 30, 2025, and the ‘PFW_birdobs_2021_2025’ file includes data from November 1, 2020 – April 30, 2025. 

For meaningful use of the data, please consult the data paper describing the FeederWatch dataset: 
Bonter, D.N. and E.I. Greig. 2021. Over 30 years of standardized bird counts at supplementary feeding stations in North America: A citizen science data report for Project FeederWatch. Frontiers in Ecology and Evolution 9: Article 619682 doi.org/10.3389/fevo.2021.619682

The dataset is scheduled for updates annually on or about June 1. 

Details about Project FeederWatch can be found on the project website: www.feederwatch.org. Data files are on the FeederWatch web site here: https://feederwatch.org/explore/raw-dataset-requests/ 
See documentation at https://feederwatch.org/explore/raw-dataset-requests/ for the latest details.
DOI: 10.17632/9dm8knkdgz
title: Entrepreneurial intention

description: What Drives Entrepreneurial Intentions in Colombian Female University Students? Evidence from Self-Efficacy, Resilience, and University Environment
DOI: 10.17632/9dm8knkdgz.1
title: Entrepreneurial intention

description: What Drives Entrepreneurial Intentions in Colombian Female University Students? Evidence from Self-Efficacy, Resilience, and University Environment
DOI: 10.17632/m2jd63rkj3
title: Dataset on Online User-Generated Content, Tourist Engagement, Revisit Intention, and Destination Brand Evangelism in Vietnam (2025–2026)

description: This dataset contains survey data examining the influence of online user-generated content (UGC) characteristics on tourist engagement, self-congruity, revisit intention, and destination brand evangelism in Vietnam. The study investigates how perceived informativeness, authenticity, vividness, and relevance of UGC affect engagement behavior and subsequent loyalty-related outcomes, while also incorporating travel constraints as a contextual factor.
Data were collected from domestic and international tourists at major tourism destinations across Northern, Central, and Southern Vietnam between December 2025 and February 2026. A structured questionnaire using five-point Likert scales was administered on-site with the support of trained research assistants. A total of 1,500 tourists were approached, resulting in 1,347 valid responses after screening.
The dataset includes raw survey responses, recoded variables, and processed outputs used for Partial Least Squares Structural Equation Modeling (PLS-SEM). The data can be used for replication studies, comparative tourism research, and further investigation into digital engagement, destination branding, and behavioral intention models in emerging tourism markets
DOI: 10.17632/m2jd63rkj3.1
title: Dataset on Online User-Generated Content, Tourist Engagement, Revisit Intention, and Destination Brand Evangelism in Vietnam (2025–2026)

description: This dataset contains survey data examining the influence of online user-generated content (UGC) characteristics on tourist engagement, self-congruity, revisit intention, and destination brand evangelism in Vietnam. The study investigates how perceived informativeness, authenticity, vividness, and relevance of UGC affect engagement behavior and subsequent loyalty-related outcomes, while also incorporating travel constraints as a contextual factor.
Data were collected from domestic and international tourists at major tourism destinations across Northern, Central, and Southern Vietnam between December 2025 and February 2026. A structured questionnaire using five-point Likert scales was administered on-site with the support of trained research assistants. A total of 1,500 tourists were approached, resulting in 1,347 valid responses after screening.
The dataset includes raw survey responses, recoded variables, and processed outputs used for Partial Least Squares Structural Equation Modeling (PLS-SEM). The data can be used for replication studies, comparative tourism research, and further investigation into digital engagement, destination branding, and behavioral intention models in emerging tourism markets
DOI: 10.25549/satjrnl-ouc112739005
title: Shut, vol. 29, no. 33 (1907)

description: [description (english with transliteration)] Shut, vol. 29, no. 33, 1907. Published by Vera Yazykova. Edited by Vera Yazykova. St. Petersburg. Weekly journal of satire and humor. This issue contains poetry, prose, pictures and illustrations by artists and writers.
DOI: 10.17605/osf.io/t9265
title: Assessment and Ranking of Difluoromethane (R32) and Pentafluoroethane (R125) Interatomic Potentials Using Several Thermophysical and Transport Properties Across Multiple State Points

description: This project contains thermodynamic and transport properties obtained from
classical Molecular Dynamics (MD) simulations of difluoromethane (R32) and
pentafluoroethane (R125) using several force fields (FFs). These FFs were previously obtained using a
Machine Learning Directed (MLD) methodology to tune the FF parameters to match vapor-liquid (VLE) equilibrium properties.

The properties included in this dataset are thermal conductivity, viscosity, self-diffusivity, liquid density, isobaric heat capacity, isochoric heat capacity,
thermal expansivity, thermal pressure coefficient, isothermal compressibility, speed of sound,
Joule-Thomson coefficient and radial distribution functions. Experiments were used
as a reference to recommend an overall best FF for each of these molecules.
DOI: 10.17632/4zsnph29sy
title: Percolative Core Formation in Oxidized Planetesimals - I: Experiments on Melt Migration in Olivine Aggregates

description: Major element compositions of Olivine and Fe-O-S melt (in wt%)
DOI: 10.17632/4zsnph29sy.2
title: Percolative Core Formation in Oxidized Planetesimals - I: Experiments on Melt Migration in Olivine Aggregates

description: Major element compositions of Olivine and Fe-O-S melt (in wt%)
DOI: 10.17632/ks4h7293zp
title: Dataset for: AI-Driven Personalization of Gamification in Education: A Systematic Literature Review (2020–2025)

description: This dataset supports the systematic literature review titled "AI-Driven Personalization of Gamification in Education: A Systematic Literature Review." It contains the complete data extraction, quality assessment scores, and coded analysis for all 75 included studies published between 2020 and 2025, retrieved from Scopus, Web of Science, and IEEE Xplore. The workbook includes: (1) search and screening records following PRISMA 2020 guidelines, (2) quality assessment scores across six criteria for each study, (3) full data extraction covering bibliographic information, AI techniques, gamification elements, learning outcomes, educational contexts, challenges, and proposed frameworks, and (4) coded summaries for each of the six research questions (RQ1–RQ6). This dataset enables full reproducibility of the review findings and supports secondary analyses by other researchers.
DOI: 10.17632/ks4h7293zp.1
title: Dataset for: AI-Driven Personalization of Gamification in Education: A Systematic Literature Review (2020–2025)

description: This dataset supports the systematic literature review titled "AI-Driven Personalization of Gamification in Education: A Systematic Literature Review." It contains the complete data extraction, quality assessment scores, and coded analysis for all 75 included studies published between 2020 and 2025, retrieved from Scopus, Web of Science, and IEEE Xplore. The workbook includes: (1) search and screening records following PRISMA 2020 guidelines, (2) quality assessment scores across six criteria for each study, (3) full data extraction covering bibliographic information, AI techniques, gamification elements, learning outcomes, educational contexts, challenges, and proposed frameworks, and (4) coded summaries for each of the six research questions (RQ1–RQ6). This dataset enables full reproducibility of the review findings and supports secondary analyses by other researchers.
DOI: 10.15468/dl.r8fgdr
title: Occurrence Download

description: A dataset containing 97 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 (Colchicum antepense, Nicotiana exigua, Antirrhinum chavannesii, Delosperma zoeae, Achillea feliciana, Euphrasia ruptura, Achillea abscondita, Colchicum macedonicum, Achillea correvoniana, Delosperma erectum, Euphrasia pinifolia, Achillea goniocephala, Achillea oligocephala, Delosperma uniflorum, Watsonia longifolia, Phacelia amabilis, Delosperma appressum, Delosperma minimum, Linanthus graciosus, Achillea boissieri, Achillea pseudodorata, Colchicum fharii, Achillea cunoraea, Traganopsis glomerata, Leucheria apiifolia, Achillea membranacea, Colchicum imperatoris-friderici, Plectranthus brevimentum, Plectranthus praetermissus, Achillea albinea, Colchicum asteranthum, Colchicum minutum, Achillea conferta, Oxytropis lupinoides, Peucedanum akaliniae, Euphrasia favratii, Colchicum gracile, Limosella tenella, Achillea hausmanniana, Nicotiana stenocarpa, Achillea cucullata, Peucedanum guvenianum, Oxytropis tomoriensis, Achillea alimeana, Achillea vandasii, Achillea kerneri, Cleretum patersonjonesii, Achillea kotschyi, Sesbania brevipeduncula, Achillea rupestris, Peucedanum gabrielae, Leucheria meladensis, Achillea magnifica, Colchicum sanguicolle, Colchicum sieheanum, Plectranthus mzimvubuensis, Leucheria graui, Achillea absinthoides, Oxytropis szovitsii, Peucedanum vogelianum, Colchicum maraschicum, Colchicum dolichantherum, Achillea conrathii, Achillea intermedia, Delosperma truteri, Achillea sieheana, Peucedanum ozhatayiorum, Colchicum hirsutum, Colchicum inundatum, Colchicum micaceum, Colchicum chlorobasis, Cystopteris vidae, Oxytropis aucheri, Achillea milliana, Achillea monocephala, Achillea sivasica, Euphrasia flava, Delosperma sawdahense, Euphrasia achibuenoensis, Oxytropis kotschyana, Achillea kirschneri, Polypsecadium zoellneri, Spilanthes costata, Colchicum antilibanoticum, Colchicum davisii, Cistanthe neonominata, Orchis serraniana, Hereroa incurva, Westringia lurida, Hymenocallis araniflora, Orchis ehdenica, Scrophularia capillaris, Scrophularia gracilis)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 97 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003039-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/satjrnl-ouc112739025
title: Shut, vol. 29, no. 44 (1907)

description: [description (english with transliteration)] Shut, vol. 29, no. 44, 1907. Published by Vera Yazykova. Edited by Vera Yazykova. St. Petersburg. Weekly journal of satire and humor. This issue contains poetry, prose, pictures and illustrations by artists and writers.
DOI: 10.15468/dl.6frcse
title: Occurrence Download

description: A dataset containing 238 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 (Orchis caesii, Epipactis garganica, Crucianella chlorostachys, Scrophularia spinulescens, Aconitum cochleare, Epipactis odemensis, Rhinephyllum obliquum, Epipactis flaminia, Orchis fitzii, Scrophularia hyssopifolia, Aconitum superbum, Indigofera rivularis, Scrophularia carduchorum, Orchis palanchonii, Indigofera maritima, Scrophularia kollakii, Orchis willingiorum, Melica poecilantha, Scrophularia scariosa, Aconitum vitosanum, Epipactis majellensis, Centaurium cicekii, Indigofera streyana, Glaucium cuneatum, Galeopsis carinthiaca, Aconitum pentheri, Armeria neglecta, Armeria trojana, Symphytum bornmuelleri, Scrophularia pindicola, Leontodon hellenicus, Hereroa teretifolia, Armeria seticeps, Orchis kretzschmariorum, Indigofera brachyphylla, Prunus cerasia, Symphytum longisetum, Scrophularia pumilio, Nemacladus glandulifer, Armeria garganica, Anisodontea pseudocapensis, Glaucium aleppicum, Orchis buelii, Armeria apollinaris, Armeria tingitana, Indigofera tsiangiana, Epipactis gerbaudiorum, Scrophularia serratifolia, Aconitum ronnigeri, Armeria vandasii, Scrophularia fatmae, Melica trebinjensis, Ledebouria bladeniana, Rosularia davisii, Armeria arcuata, Scrophularia lucidaifolia, Puschkinia kurdistanica, Epipactis barreana, Armeria spinulosa, Epipactis hyblaea, Pavetta longiflora, Melica haussknechtii, Epipactis reinekei, Crucianella arabica, Melica mollis, Argemone crassifolia, Nemophila hoplandensis, Polhillia fortunata, Orchis klopfensteiniae, Scrophularia paphlagonica, Indigofera pauciflora, Centaurium barrelieroides, Melica longiflora, Scrophularia subaphylla, Orchis schebestae, Scrophularia gypsicola, Pterothrix perotrichoides, Puschkinia peshmenii, Aconitum teppneri, Pteropyrum naufelum, Epipactis torqueta, Centaurium malzacianum, Melica paulsenii, Cistanthe subspeciosa, Armeria cintrana, Calocephalus globosus, Indigofera lotononoides, Epipactis cardonneae, Orchis deuterodelamainii, Centaurium mairei, Crucianella disticha, Melica capillaris, Leontodon pinetorum, Echiochilon simonneaui)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 238 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003040-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d9ftxvxbbk
title: Single-Session Anodal tDCS Over the Left DLPFC Improves Working Memory but Not Other Executive Functions in Elite Athletes

description: This dataset contains the anonymised raw data used in the study examining the effects of a single-session anodal tDCS over the left DLPFC on executive functions in elite badminton players.
DOI: 10.17632/d9ftxvxbbk.1
title: Single-Session Anodal tDCS Over the Left DLPFC Improves Working Memory but Not Other Executive Functions in Elite Athletes

description: This dataset contains the anonymised raw data used in the study examining the effects of a single-session anodal tDCS over the left DLPFC on executive functions in elite badminton players.
DOI: 10.15468/dl.cu999c
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus gibertianus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 249 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003041-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/59nzv433jk
title: Atole Agrio as a Functional Beverage: High Soluble Fiber, Antioxidant Activity, and Consumer Acceptance of a Traditional Fermented Purple Maize Product.

description: This dataset contains the raw data supporting the research on the functional, nutritional, and chemical properties of Atole Agrio, a traditional Mexican fermented beverage made from purple corn (Zea mays L.). The data includes the physicochemical characterization, nutritional content, identification of bioactive compounds (total polyphenol content and monomeric anthocyanin content), antioxidant capacity (DPPH, ABTS assays), volatile compounds analysis, rheological properties, and sensory evaluation.
DOI: 10.17632/59nzv433jk.1
title: Atole Agrio as a Functional Beverage: High Soluble Fiber, Antioxidant Activity, and Consumer Acceptance of a Traditional Fermented Purple Maize Product.

description: This dataset contains the raw data supporting the research on the functional, nutritional, and chemical properties of Atole Agrio, a traditional Mexican fermented beverage made from purple corn (Zea mays L.). The data includes the physicochemical characterization, nutritional content, identification of bioactive compounds (total polyphenol content and monomeric anthocyanin content), antioxidant capacity (DPPH, ABTS assays), volatile compounds analysis, rheological properties, and sensory evaluation.
DOI: 10.25549/satjrnl-ouc112739028
title: Shut, vol. 29, no. 45 (1907)

description: [description (english with transliteration)] Shut, vol. 29, no. 45, 1907. Published by Vera Yazykova. Edited by Vera Yazykova. St. Petersburg. Weekly journal of satire and humor. This issue contains poetry, prose, pictures and illustrations by artists and writers.
DOI: 10.17632/zsw3g7c799
title: Part II 3 tables final 2.26

description: Part II
DOI: 10.17632/zsw3g7c799.1
title: Part II 3 tables final 2.26

description: Part II
DOI: 10.15468/dl.ygq6x6
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tliltocatl epicureanus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 560 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003043-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc6ew3
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Montatheris hindii"
 ]
}

 The dataset includes 63 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003044-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31043578
title: Taxonomic associations with time, diet, and sex

description: - `metaphlan4_associations.rds` (list of three tables)Tables:• [[1]] pre/on-diet DIET vs Control at each timepoint (PRE_POST_REVERSAL = ON DIET or pre).• [[2]] post-reversal DIET vs Control within reversal arms (dietstatus POST 4MR or POST 9MR).• [[3]] post-reversal within-diet contrasts (PRE_POST_REVERSAL within each diet at post timepoints).All models used log transformed MetaPhlAn4 abundances with a psuedocount of 0.5.
DOI: 10.6084/m9.figshare.31043578.v2
title: Taxonomic associations with time, diet, and sex

description: - `metaphlan4_associations.rds` (list of three tables)Tables:• [[1]] pre/on-diet DIET vs Control at each timepoint (PRE_POST_REVERSAL = ON DIET or pre).• [[2]] post-reversal DIET vs Control within reversal arms (dietstatus POST 4MR or POST 9MR).• [[3]] post-reversal within-diet contrasts (PRE_POST_REVERSAL within each diet at post timepoints).All models used log transformed MetaPhlAn4 abundances with a psuedocount of 0.5.
DOI: 10.6084/m9.figshare.31043578.v1
title: Taxonomic associations with time, diet, and sex

description: <br>Association output used for plotting main figures:- `metaphlan4_merged_cohort_regression_output_SEX_AUG23.csv` Model: species abundance ~ Sex + Diet + (Sex×Diet); GLM per species; BH/BY in file. Cohorts: non-reversal .- `metaphlan4_merged_cohort_regression_output_LONGTAX_AUG23.csv` Model: species abundance ~ Time (TIME_RECODE_OVERALL) + Diet + (Time×Diet); GLM per species; BH/BY in file. Non-reversal .- `metaphlan4_reversal_associations.rds` (list of three tables) Tables: • [[1]] pre/on-diet DIET vs Control at each timepoint (PRE_POST_REVERSAL = ON DIET or pre). • [[2]] post-reversal DIET vs Control within reversal arms (dietstatus POST 4MR or POST 9MR). • [[3]] post-reversal within-diet contrasts (PRE_POST_REVERSAL within each diet at post timepoints). All models used log transformed MetaPhlAn4 abundances with a psuedocount of 0.5.
DOI: 10.17605/osf.io/bfdxz
title: Using Raster-Based Point Density Calculations to Assess and Evaluate the Availability of Food Sources

description: In this study, this raster-based metric was calculated for a 6-county region in central North Carolina and compared to six other availability metrics utilized in food security research. A novel Python-based tool to compute the Jaccard Index between these various availability metrics and a matrix to compare these pairwise Jaccard Index calculations was created for this raster-based metric, which is very easy to derive.