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

description: A dataset containing 3371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium neapolitanum Cirillo"
 ]
}

 The dataset includes 3371 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026872-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbd92y
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriophorum comosum (Wall.) Nees"
 ]
}

 The dataset includes 686 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004474-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnahcp
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisyrinchium striatum Sm.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 634 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038428-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b92wvr
title: Occurrence Download

description: A dataset containing 40 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 Macaca hecki (Matschie, 1901)"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069819-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgt5an
title: Occurrence Download

description: A dataset containing 152175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla anguilla (Linnaeus, 1758)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 152175 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026873-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yd8mr
title: Occurrence Download

description: A dataset containing 8009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus nigra subsp. laricio (Poir.) Maire)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364, 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862, 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982, 25.280527 74.385866))"
 ]
}

 The dataset includes 8009 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010916-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzy8ma
title: Occurrence Download

description: A dataset containing 77 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 Eptesicus hottentotus (A.Smith, 1833)"
 ]
}

 The dataset includes 77 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069810-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15228891
title: Datasets for plots in Symmetry-Protected Topological Haldane Phase on a Qudit Quantum Processor

description: Data for the four figures in "Symmetry-Protected Topological Haldane Phase on a Qudit Quantum Processor" that contain experimental or theoretical data.
DOI: 10.5281/zenodo.15228892
title: Datasets for plots in Symmetry-Protected Topological Haldane Phase on a Qudit Quantum Processor

description: Data for the four figures in "Symmetry-Protected Topological Haldane Phase on a Qudit Quantum Processor" that contain experimental or theoretical data.
DOI: 10.13130/rd_unimi/cpqdte/aakumx
title: Gennaio_1929_Pagina_071.jpg

description: Bulletin of 1929/01/18
DOI: 10.13130/rd_unimi/cpqdte/kzvbex
title: Gennaio_1929_Pagina_072.jpg

description: Bulletin of 1929/01/18
DOI: 10.13130/rd_unimi/d1g35i/qk1iex
title: Gennaio_1932_Pagina_077.jpg

description: Bulletin of 1932/01/20
DOI: 10.13130/rd_unimi/cpqdte/wcpccf
title: Gennaio_1929_Pagina_073.jpg

description: Bulletin of 1929/01/19
DOI: 10.13130/rd_unimi/d1g35i/7ngbgl
title: Gennaio_1932_Pagina_078.jpg

description: Bulletin of 1932/01/20
DOI: 10.17632/dss4t3gy5v.1
title: Replication Folder for Paper "Generalized Impulse Response Analysis for Time-Varying VAR Models"

description: Matlab codes and datasets for the paper "Generalized Impulse Response Analysis for Time-varying VAR Models"
DOI: 10.13130/rd_unimi/cpqdte/pmewol
title: Gennaio_1929_Pagina_074.jpg

description: Bulletin of 1929/01/19
DOI: 10.13130/rd_unimi/d1g35i/2hlwy8
title: Gennaio_1932_Pagina_080.jpg

description: Bulletin of 1932/01/20
DOI: 10.13130/rd_unimi/d1g35i/qvk0or
title: Gennaio_1932_Pagina_079.jpg

description: Bulletin of 1932/01/20
DOI: 10.13130/rd_unimi/cpqdte/7e35td
title: Gennaio_1929_Pagina_075.jpg

description: Bulletin of 1929/01/19
DOI: 10.13130/rd_unimi/d1g35i/sqreyt
title: Gennaio_1932_Pagina_081.jpg

description: Bulletin of 1932/01/21
DOI: 10.13130/rd_unimi/cpqdte/g5ksmk
title: Gennaio_1929_Pagina_076.jpg

description: Bulletin of 1929/01/19
DOI: 10.13130/rd_unimi/d1g35i/0mkjx9
title: Gennaio_1932_Pagina_082.jpg

description: Bulletin of 1932/01/21
DOI: 10.17632/kjc6y487wj
title: Dataset from an inventory of slime moulds (Eumycetozoa) in two forest nature reserves of the Masurian Lakeland, north‑eastern Poland

description: This dataset compiles statistical summaries from an inventory of slime moulds (Eumycetozoa) on tree-linked and litter-type substrates in two forest nature reserves of the Masurian Lakeland (north-eastern Poland). It includes substrate-level diversity metrics and species incidence totals, summaries by ecological substrate class, a richness–pH model, NMDS ordination scores, combined taxon–substrate records across both reserves, and soaking-water pH values from moist chamber cultures.

Supplementary Material 1.1 provides substrate‑level alpha‑diversity metrics and species incidence totals. For each substrate code it reports species richness, Shannon diversity, the Gini–Simpson index and Pielou’s evenness, together with associated metadata on host tree, substrate material, ecological substrate class and, where available, mean pH of moist‑chamber soaking water. A second table lists every recorded taxon and its total number of collections across both reserves and all substrates.

Supplementary Material 1.2 summarises richness and diversity by ecological substrate class and documents an exploratory non‑parametric comparison between lignicolous and non‑lignicolous substrates. One table gives, for each substrate class, the number of substrate codes and the mean and standard deviation of richness, Shannon diversity, Gini–Simpson index and evenness. A second table reports the Wilcoxon rank‑sum statistic, p‑value and test specification for the comparison of richness between substrates.

Supplementary Material 1.3 contains parameter estimates from a univariate Gaussian linear model describing species richness as a function of mean substrate pH. Mean pH is represented as a categorical predictor with levels corresponding to the distinct pH values measured in moist‑chamber soaking water. The table lists, for the intercept and each pH level, the estimated coefficient, standard error, test statistic and p‑value.

Supplementary Material 1.4 provides ordination scores for all substrate codes from a two‑dimensional non‑metric multidimensional scaling analysis based on Bray–Curtis dissimilarities of presence–absence data. For each substrate code the table reports NMDS coordinates on two axes together with metadata on host tree, substrate description, mean pH, tree and material codes and ecological substrate class, allowing reconstruction and ecological interpretation of the ordination.

Supplementary Material 1.5 presents combined records of slime moulds (Eumycetozoa) from Dębowo and Gązwa by host tree and substrate type. For each taxon, it lists the number of collections on bark, wood, twigs, leaves/needles and seeds/cupules, plus BRY, FOL, HER and TER, providing the observed substrate associations.

Supplementary Material 1.6 reports mean soaking-water pH from moist chamber cultures for substrates. 

Supplementary Material 1.7. records moist chamber cultures established from tree-linked substrates in Gązwa and Dębowo Nature Reserves
DOI: 10.13130/rd_unimi/cpqdte/hvoiyz
title: Gennaio_1929_Pagina_077.jpg

description: Bulletin of 1929/01/20
DOI: 10.13130/rd_unimi/cpqdte/nabkrk
title: Gennaio_1929_Pagina_078.jpg

description: Bulletin of 1929/01/20
DOI: 10.13130/rd_unimi/d1g35i/xuszzx
title: Gennaio_1932_Pagina_083.jpg

description: Bulletin of 1932/01/21
DOI: 10.17632/kjc6y487wj.1
title: Dataset from an inventory of slime moulds (Eumycetozoa) in two forest nature reserves of the Masurian Lakeland, north‑eastern Poland

description: This dataset compiles statistical summaries from an inventory of slime moulds (Eumycetozoa) on tree-linked and litter-type substrates in two forest nature reserves of the Masurian Lakeland (north-eastern Poland). It includes substrate-level diversity metrics and species incidence totals, summaries by ecological substrate class, a richness–pH model, NMDS ordination scores, combined taxon–substrate records across both reserves, and soaking-water pH values from moist chamber cultures.

Supplementary Material 1.1 provides substrate‑level alpha‑diversity metrics and species incidence totals. For each substrate code it reports species richness, Shannon diversity, the Gini–Simpson index and Pielou’s evenness, together with associated metadata on host tree, substrate material, ecological substrate class and, where available, mean pH of moist‑chamber soaking water. A second table lists every recorded taxon and its total number of collections across both reserves and all substrates.

Supplementary Material 1.2 summarises richness and diversity by ecological substrate class and documents an exploratory non‑parametric comparison between lignicolous and non‑lignicolous substrates. One table gives, for each substrate class, the number of substrate codes and the mean and standard deviation of richness, Shannon diversity, Gini–Simpson index and evenness. A second table reports the Wilcoxon rank‑sum statistic, p‑value and test specification for the comparison of richness between substrates.

Supplementary Material 1.3 contains parameter estimates from a univariate Gaussian linear model describing species richness as a function of mean substrate pH. Mean pH is represented as a categorical predictor with levels corresponding to the distinct pH values measured in moist‑chamber soaking water. The table lists, for the intercept and each pH level, the estimated coefficient, standard error, test statistic and p‑value.

Supplementary Material 1.4 provides ordination scores for all substrate codes from a two‑dimensional non‑metric multidimensional scaling analysis based on Bray–Curtis dissimilarities of presence–absence data. For each substrate code the table reports NMDS coordinates on two axes together with metadata on host tree, substrate description, mean pH, tree and material codes and ecological substrate class, allowing reconstruction and ecological interpretation of the ordination.

Supplementary Material 1.5 presents combined records of slime moulds (Eumycetozoa) from Dębowo and Gązwa by host tree and substrate type. For each taxon, it lists the number of collections on bark, wood, twigs, leaves/needles and seeds/cupules, plus BRY, FOL, HER and TER, providing the observed substrate associations.

Supplementary Material 1.6 reports mean soaking-water pH from moist chamber cultures for substrates. 

Supplementary Material 1.7. records moist chamber cultures established from tree-linked substrates in Gązwa and Dębowo Nature Reserves
DOI: 10.13130/rd_unimi/cpqdte/wlvkp2
title: Gennaio_1929_Pagina_079.jpg

description: Bulletin of 1929/01/20
DOI: 10.13130/rd_unimi/d1g35i/df1gr3
title: Gennaio_1932_Pagina_084.jpg

description: Bulletin of 1932/01/21
DOI: 10.13130/rd_unimi/d1g35i/nx9gza
title: Gennaio_1932_Pagina_085.jpg

description: Bulletin of 1932/01/22
DOI: 10.13130/rd_unimi/cpqdte/ehf3qh
title: Gennaio_1929_Pagina_080.jpg

description: Bulletin of 1929/01/20
DOI: 10.13130/rd_unimi/cpqdte/geyni9
title: Gennaio_1929_Pagina_081.jpg

description: Bulletin of 1929/01/21
DOI: 10.13130/rd_unimi/d1g35i/kb5eah
title: Gennaio_1932_Pagina_086.jpg

description: Bulletin of 1932/01/22
DOI: 10.13130/rd_unimi/cpqdte/g0bhtj
title: Gennaio_1929_Pagina_082.jpg

description: Bulletin of 1929/01/21
DOI: 10.13130/rd_unimi/d1g35i/o31brn
title: Gennaio_1932_Pagina_087.jpg

description: Bulletin of 1932/01/22
DOI: 10.13130/rd_unimi/cpqdte/n4hh2a
title: Gennaio_1929_Pagina_083.jpg

description: Bulletin of 1929/01/21
DOI: 10.13130/rd_unimi/d1g35i/9exncp
title: Gennaio_1932_Pagina_088.jpg

description: Bulletin of 1932/01/22
DOI: 10.13130/rd_unimi/cpqdte/sppklr
title: Gennaio_1929_Pagina_084.jpg

description: Bulletin of 1929/01/21
DOI: 10.13130/rd_unimi/d1g35i/7lzx12
title: Gennaio_1932_Pagina_089.jpg

description: Bulletin of 1932/01/23
DOI: 10.13130/rd_unimi/d1g35i/no8sue
title: Gennaio_1932_Pagina_090.jpg

description: Bulletin of 1932/01/23
DOI: 10.13130/rd_unimi/cpqdte/hflwwp
title: Gennaio_1929_Pagina_085.jpg

description: Bulletin of 1929/01/22
DOI: 10.13130/rd_unimi/d1g35i/eanrwn
title: Gennaio_1932_Pagina_091.jpg

description: Bulletin of 1932/01/23
DOI: 10.13130/rd_unimi/cpqdte/3ksgf4
title: Gennaio_1929_Pagina_086.jpg

description: Bulletin of 1929/01/22
DOI: 10.13130/rd_unimi/d1g35i/240tk3
title: Gennaio_1932_Pagina_092.jpg

description: Bulletin of 1932/01/23
DOI: 10.13130/rd_unimi/cpqdte/i4un7q
title: Gennaio_1929_Pagina_087.jpg

description: Bulletin of 1929/01/22
DOI: 10.13130/rd_unimi/cpqdte/iw23pg
title: Gennaio_1929_Pagina_088.jpg

description: Bulletin of 1929/01/22
DOI: 10.13130/rd_unimi/d1g35i/8vtwwx
title: Gennaio_1932_Pagina_093.jpg

description: Bulletin of 1932/01/24
DOI: 10.13130/rd_unimi/cpqdte/sncliw
title: Gennaio_1929_Pagina_089.jpg

description: Bulletin of 1929/01/23
DOI: 10.13130/rd_unimi/d1g35i/z56yhp
title: Gennaio_1932_Pagina_094.jpg

description: Bulletin of 1932/01/24
DOI: 10.17605/osf.io/eagyc
title: Dataset of neutral and emotional scene stimuli for cognitive research

description: Dataset of neutral and emotional scene stimuli for cognitive research, and python script for simple experiment with demonstration of neutral and emotional scenes and estimation scale for it evaluation.
DOI: 10.13130/rd_unimi/cpqdte/pcv4va
title: Gennaio_1929_Pagina_090.jpg

description: Bulletin of 1929/01/23
DOI: 10.13130/rd_unimi/d1g35i/tyoclc
title: Gennaio_1932_Pagina_095.jpg

description: Bulletin of 1932/01/24
DOI: 10.3886/e241266
title: Community-Centric Business Ecosystem (CCBE) Theory

description: The integration of business
management principles into nonprofit and community-centered organizations has
become increasingly critical in the United States, particularly in urban
contexts where socioeconomic inequalities persist. While existing frameworks
such as stakeholder theory, resource-based view (RBV), and transformational
leadership provide insights into organizational effectiveness, none adequately
capture the hybrid nature of community centers that function simultaneously as
social service providers, nonprofit entities, and economic actors. This article
introduces the Community-Centric Business Ecosystem (CCBE) Theory, a novel
conceptual framework that positions community centers as hybrid business
ecosystems whose sustainability relies on the interplay between leadership
practices, economic viability, social impact, and community empowerment. Using
APNA Brooklyn Community Center, COPO (Council of Peoples Organization), and
Humanitarian Relief Organization in Brooklyn, NY, as exploratory case contexts,
the CCBE framework highlights how community-based leadership can balance
financial sustainability with long-term social value creation.

 

The article makes three contributions. First, it
conceptualizes community centers as hybrid ecosystems, filling a gap in
management theory where nonprofit institutions are rarely analyzed as business
actors. Second, it develops the CCBE pyramid and ecosystem maps, which
demonstrate the causal linkages between leadership practices, economic
sustainability, social impact, and empowerment outcomes. Third, it formulates
empirically testable hypotheses that extend leadership and management
scholarship into the domain of community-based organizations in the United
States. The implications for theory, practice, and policy suggest that CCBE can
serve as a replicable model for sustainable community development both within
Brooklyn and across diverse urban contexts.
DOI: 10.13130/rd_unimi/cpqdte/hjehad
title: Gennaio_1929_Pagina_091.jpg

description: Bulletin of 1929/01/23
DOI: 10.13130/rd_unimi/cpqdte/y9qmba
title: Gennaio_1929_Pagina_092.jpg

description: Bulletin of 1929/01/23
DOI: 10.13130/rd_unimi/d1g35i/brldys
title: Gennaio_1932_Pagina_096.jpg

description: Bulletin of 1932/01/24
DOI: 10.13130/rd_unimi/cpqdte/eqzlpa
title: Gennaio_1929_Pagina_093.jpg

description: Bulletin of 1929/01/24
DOI: 10.13130/rd_unimi/d1g35i/0c1vzc
title: Gennaio_1932_Pagina_098.jpg

description: Bulletin of 1932/01/25
DOI: 10.13130/rd_unimi/d1g35i/ggjkzt
title: Gennaio_1932_Pagina_097.jpg

description: Bulletin of 1932/01/25
DOI: 10.3886/e241266v1
title: Community-Centric Business Ecosystem (CCBE) Theory

description: The integration of business
management principles into nonprofit and community-centered organizations has
become increasingly critical in the United States, particularly in urban
contexts where socioeconomic inequalities persist. While existing frameworks
such as stakeholder theory, resource-based view (RBV), and transformational
leadership provide insights into organizational effectiveness, none adequately
capture the hybrid nature of community centers that function simultaneously as
social service providers, nonprofit entities, and economic actors. This article
introduces the Community-Centric Business Ecosystem (CCBE) Theory, a novel
conceptual framework that positions community centers as hybrid business
ecosystems whose sustainability relies on the interplay between leadership
practices, economic viability, social impact, and community empowerment. Using
APNA Brooklyn Community Center, COPO (Council of Peoples Organization), and
Humanitarian Relief Organization in Brooklyn, NY, as exploratory case contexts,
the CCBE framework highlights how community-based leadership can balance
financial sustainability with long-term social value creation.

 

The article makes three contributions. First, it
conceptualizes community centers as hybrid ecosystems, filling a gap in
management theory where nonprofit institutions are rarely analyzed as business
actors. Second, it develops the CCBE pyramid and ecosystem maps, which
demonstrate the causal linkages between leadership practices, economic
sustainability, social impact, and empowerment outcomes. Third, it formulates
empirically testable hypotheses that extend leadership and management
scholarship into the domain of community-based organizations in the United
States. The implications for theory, practice, and policy suggest that CCBE can
serve as a replicable model for sustainable community development both within
Brooklyn and across diverse urban contexts.
DOI: 10.13130/rd_unimi/cpqdte/ei5krm
title: Gennaio_1929_Pagina_094.jpg

description: Bulletin of 1929/01/24
DOI: 10.13130/rd_unimi/d1g35i/adfgwv
title: Gennaio_1932_Pagina_099.jpg

description: Bulletin of 1932/01/25
DOI: 10.13130/rd_unimi/cpqdte/fec9vb
title: Gennaio_1929_Pagina_095.jpg

description: Bulletin of 1929/01/24
DOI: 10.13130/rd_unimi/d1g35i/9tx4te
title: Gennaio_1932_Pagina_100.jpg

description: Bulletin of 1932/01/25
DOI: 10.13130/rd_unimi/cpqdte/itdv4h
title: Gennaio_1929_Pagina_096.jpg

description: Bulletin of 1929/01/24
DOI: 10.13130/rd_unimi/cpqdte/kzfzk8
title: Gennaio_1929_Pagina_097.jpg

description: Bulletin of 1929/01/25
DOI: 10.13130/rd_unimi/d1g35i/teh67d
title: Gennaio_1932_Pagina_101.jpg

description: Bulletin of 1932/01/26
DOI: 10.13130/rd_unimi/cpqdte/n0buee
title: Gennaio_1929_Pagina_098.jpg

description: Bulletin of 1929/01/25
DOI: 10.13130/rd_unimi/d1g35i/6wui7k
title: Gennaio_1932_Pagina_103.jpg

description: Bulletin of 1932/01/26
DOI: 10.13130/rd_unimi/d1g35i/xdccbq
title: Gennaio_1932_Pagina_102.jpg

description: Bulletin of 1932/01/26
DOI: 10.13130/rd_unimi/cpqdte/5w4eds
title: Gennaio_1929_Pagina_099.jpg

description: Bulletin of 1929/01/25
DOI: 10.13130/rd_unimi/d1g35i/dvv662
title: Gennaio_1932_Pagina_104.jpg

description: Bulletin of 1932/01/26
DOI: 10.13130/rd_unimi/cpqdte/e7cudj
title: Gennaio_1929_Pagina_100.jpg

description: Bulletin of 1929/01/25
DOI: 10.13130/rd_unimi/cpqdte/vo7lpe
title: Gennaio_1929_Pagina_101.jpg

description: Bulletin of 1929/01/26
DOI: 10.13130/rd_unimi/d1g35i/ijsnyp
title: Gennaio_1932_Pagina_105.jpg

description: Bulletin of 1932/01/27
DOI: 10.13130/rd_unimi/cpqdte/tzcjim
title: Gennaio_1929_Pagina_102.jpg

description: Bulletin of 1929/01/26
DOI: 10.13130/rd_unimi/d1g35i/17nxwu
title: Gennaio_1932_Pagina_106.jpg

description: Bulletin of 1932/01/27
DOI: 10.13130/rd_unimi/d1g35i/uwgz0a
title: Gennaio_1932_Pagina_107.jpg

description: Bulletin of 1932/01/27
DOI: 10.17632/4vppbvfhgn
title: Neo-Luddite Concerns about Artificial Intelligence

description: Data Description
The dataset comprises quantitative survey data collected from 354 12th-grade high school students enrolled in six different types of public high schools located in the city center of Eskişehir, Türkiye. The data were gathered during the 2024–2025 academic year from students who were actively preparing for the 2025 Higher Education Institutions Examination (YKS). The dataset was generated using a structured 70-item questionnaire administered in person after obtaining official permission from the Provincial Directorate of National Education.
The survey includes two main sections. The first section contains 20 items capturing students’ socio-demographic characteristics, such as school type and background variables relevant to career decision-making. The second section consists of 50 five-point Likert-type items designed to measure students’ perceptions of artificial intelligence, levels of Neo-Luddite fear related to AI-driven technological change, and the perceived influence of these factors on their career choice decisions.
Sampling was conducted using a combination of simple random sampling and criterion sampling, with the primary inclusion criterion being enrollment in the 12th grade. The resulting dataset provides a cross-sectional snapshot of students’ attitudes and perceptions at a single point in time. Preliminary analysis indicated that the data were normally distributed based on the Kolmogorov–Smirnov test. The dataset is suitable for descriptive and inferential statistical analyses, including frequency distributions, means, independent samples t-tests, and one-way ANOVA, all of which were conducted using SPSS version 27.0. The data are available from the authors upon reasonable request.