cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mdz2cg
title: Occurrence Download

description: A dataset containing 33679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Nicole Salgado, Niko White Bear, Nils Helstrom, Nina, nmonroe13, nms12, Noah Ganson, Noah Meyer, Noam Markus, noelhefele, Nolan Casimir, Noland Aull, Nora Penhollow, Norah Tempus, nsgilmore, o1liver, octobertraveler, Oldqingwa, Oliver Stringham, oliviemae, Olivier Barden, Ollie, oly19, oneloafcat, opos5um, ornitholarocque, Otto Seydel, Ouin Arndt, Owen Clarkin, Owen J., oxydoras, P. Rhodes, packardr90, paige1317, paigejes_, palamander, Pam Curtin, Pamela Moore, Pamela Weston, panfriedeggs, panickedpopcorn, parksisters, partinm, Pat Deacon, Pat Sutton, pat_p, Pat_Treece, Patrice Dupont, Patricia Butter, PatriciaPearlGreenberg)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009315-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c85jcz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zoothera dauma"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009316-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18508539
title: Data and code: Effects of agricultural diversification practices on bird abundance, richness, and community intactness

description: Zip folder conaining the data and code that support the findings of Effects of agricultural diversification practices on bird abundance, richness, and community intactness

The Data_code.zip folder contains four subfolders with the following files:



data-raw



AgriDiv_birds_data.rds

AgriDiv_birds_metadata.docx

species_data.csv

species_metadata.docx



data_derived



MSA_effect_sizes.rds

RIA_effect_sizes.rds

RSR_effect_sizes.rds



R



01_Effect_size_calculation_and_final_preparations.R

02_Model_selection.R

03_Model_analysis.R

04_Response_estimation.R

05_Figures_and_data_statistics.R
DOI: 10.5281/zenodo.18508540
title: Data and code: Effects of agricultural diversification practices on bird abundance, richness, and community intactness

description: Zip folder conaining the data and code that support the findings of Effects of agricultural diversification practices on bird abundance, richness, and community intactness

The Data_code.zip folder contains four subfolders with the following files:



data-raw



AgriDiv_birds_data.rds

AgriDiv_birds_metadata.docx

species_data.csv

species_metadata.docx



data_derived



MSA_effect_sizes.rds

RIA_effect_sizes.rds

RSR_effect_sizes.rds



R



01_Effect_size_calculation_and_final_preparations.R

02_Model_selection.R

03_Model_analysis.R

04_Response_estimation.R

05_Figures_and_data_statistics.R
DOI: 10.15468/dl.ugnz4a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipinia occidentalis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009318-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9cd7w
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipinia rabori"
 ]
}

 The dataset includes 188 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009319-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/fiuy1z
title: Groningen Zooarchaeological Collections 2020: Vertebrates and Invertebrates

description: The dataset includes the complete information on the vertebrate and invertebrate specimens present in the Zooarchaeological Collections of the Groningen Institute of Archaeology, located in Groningen, the Netherlands. The collection dates back to the late 19th century and consists mainly of recent individuals. Special archaeological specimens (for example aurochs) are also present. The collection is open to Dutch and international researchers, students, and commercial users. The dataset is meant as an aid to prepare work and study visits. Short-term loans for exhibition, teaching, and analysis are possible. Currently, the dataset includes 4907 vertebrate and 250 invertebrate specimens and include fish, reptiles, amphibians, birds, mammals, and molluscs. The majority of the specimens consist of complete skeletons.
Most taxa are endemic to Europe and the Near East. Information in the dataset vary from taxonomic identification (down to species, subspecies, even breed level), age, sex, origin, skeletal parts present. The dataset is in English, with minimal use of abbreviations and phrases in Dutch. Summary information about the collections’ properties (e.g. how many different species, from which countries etc) are provided here: https://rug.academia.edu/CananCakirlar All specimens have a “GIA number”, which must be provided to the collection managers in all correspondence.

New data was added September 2020.
description: Version Date: 2016 Version Text: 1
Version Date: 2019: Updated files added
Version Date: 2020. Molluscs data added
DOI: 10.15468/dl.camp3v
title: Occurrence Download

description: A dataset containing 37482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Patrick, Patrick Hanly, Patrick Jackson, Patrick Strzalkowski, Paul, Paul D. Smith, Paul Lewis, Paul Mackenzie, Paul MacLean, Paul Marcum, Paul Messing, Paul Norwood, paul_dennehy, Paula Dreeszen, Pauline Catling, Paweł Pieluszyński, pbergstrom37, peakaytea, peggyo, peppinella, peregny73, pes_c515, Peter Kikic, Peter M Martin, Peter Meisenheimer, Peter Zika, peytato_chip21, pgkaestner, pgwamsley, Philippe Gravel, Philippe Hénault, phineasss, phinsaum, photolith, phusiologos, Pierre Hendricks, pilar007, pilaramleon, pinemartyn, pixbob, plantfan_tlr, plantmandrew, pluvialispunk, pmckenna1, pmjohnson, pnwmax, pollinatee, potatoad, powejx, powers33)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 37482 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009320-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5akn4s
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zoothera monticola"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009321-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18703339
title: Revisión sistemática PRISMA del proyecto SIGMA-Bajío: Metodologías de mejora continua en manufactura (62 estudios, 2019-2026)

description: Conjunto de datos completo de la revisión sistemática de literatura realizada bajo protocolo PRISMA 2020 para el proyecto SIGMA-Bajío. Incluye 62 estudios empíricos sobre implementación de metodologías de mejora continua en contextos manufactureros, publicados entre 2019 y 2026.

CONTENIDO DEL DATASET:- Estrategias de búsqueda detalladas para Scopus, Web of Science y ScienceDirect- Diagrama de flujo PRISMA con resultados de cribado (registros identificados: 165, incluidos: 62)- Tablas de extracción de datos con metodologías analizadas (DMAIC, AMFE, CEP, SMED)- Distribución geográfica de estudios (Asia 41.9%, Europa 35.5%, EE.UU. 22.6%, América Latina 0%)- Rangos de efectividad documentados por metodología- Factores críticos de éxito y barreras identificadas- Síntesis conceptual de 30 estudios seleccionados

PRINCIPALES HALLAZGOS:1. Ausencia total de estudios en América Latina (0%)2. Subrepresentación de SMED como metodología independiente (11.3%)3. Inexistencia de frameworks secuenciales de 4+ metodologías (83.9% estudia una sola)

Este dataset fundamenta el desarrollo del Modelo SIGMA-Bajío y responde a los vacíos de conocimiento identificados en la literatura internacional.

DOI del proyecto relacionado: 10.5281/zenodo.18687826 (Base de datos) y 10.5281/zenodo.18689676 (Modelo)
DOI: 10.5281/zenodo.18691456
title: Revisión sistemática PRISMA del proyecto SIGMA-Bajío: Metodologías de mejora continua en manufactura (62 estudios, 2019-2026)

description: Conjunto de datos completo de la revisión sistemática de literatura realizada bajo protocolo PRISMA 2020 para el proyecto SIGMA-Bajío. Incluye 62 estudios empíricos sobre implementación de metodologías de mejora continua en contextos manufactureros, publicados entre 2019 y 2026.

CONTENIDO DEL DATASET:- Estrategias de búsqueda detalladas para Scopus, Web of Science y ScienceDirect- Diagrama de flujo PRISMA con resultados de cribado (registros identificados: 165, incluidos: 62)- Tablas de extracción de datos con metodologías analizadas (DMAIC, AMFE, CEP, SMED)- Distribución geográfica de estudios (Asia 41.9%, Europa 35.5%, EE.UU. 22.6%, América Latina 0%)- Rangos de efectividad documentados por metodología- Factores críticos de éxito y barreras identificadas- Síntesis conceptual de 30 estudios seleccionados

PRINCIPALES HALLAZGOS:1. Ausencia total de estudios en América Latina (0%)2. Subrepresentación de SMED como metodología independiente (11.3%)3. Inexistencia de frameworks secuenciales de 4+ metodologías (83.9% estudia una sola)

Este dataset fundamenta el desarrollo del Modelo SIGMA-Bajío y responde a los vacíos de conocimiento identificados en la literatura internacional.

DOI del proyecto relacionado: 10.5281/zenodo.18687826 (Base de datos) y 10.5281/zenodo.18689676 (Modelo)
DOI: 10.15468/dl.aubdrr
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Gentiana veitchiorum"
 ]
}

 The dataset includes 616 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009322-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15783611
title: Supplementary Data for the manuscript "UV Index from ERA5 reanalysis"

description: File uvspec_datset.csv: uvspec simulations described in the section “Simulations and analysis”

1st column (Dataset): ‘A’ indicates the first set of simulations, ‘B’ the second set of simulations.

2nd to 7th columns: uvspec   setup parameters described in Table 1.

8th and 9th columns: simulated  and .

 File Ground_stations_datset.csv:  Dataset used for the comparison between observed UVI at six ground stations and UVI obtained using ERA5 data (section “UVI measurements, ERA5 and CAMS data”).

1st column: Ground station label (Table 2).

2nd to 5th columns: measured , , , and .

 Files UVI_ERA5_MAX.py, Solar_elevation.py, 202407_DAY.nc, and 202407_MONTH.nc: Python scripts and outputs (netcdf) used to produce the example presented in Appendix A.

 202307_DAY.nc: Daily grids of maximum  (variable: 'uvi_max_day')

 202407_MONTH.nc: Grid of the monthly 95th percentile of the daily maximum  (variable: 'uvi_95_month')
DOI: 10.5281/zenodo.15783610
title: Supplementary Data for the manuscript "UV Index from ERA5 reanalysis"

description: File uvspec_datset.csv: uvspec simulations described in the section “Simulations and analysis”

1st column (Dataset): ‘A’ indicates the first set of simulations, ‘B’ the second set of simulations.

2nd to 7th columns: uvspec   setup parameters described in Table 1.

8th and 9th columns: simulated  and .

 File Ground_stations_datset.csv:  Dataset used for the comparison between observed UVI at six ground stations and UVI obtained using ERA5 data (section “UVI measurements, ERA5 and CAMS data”).

1st column: Ground station label (Table 2).

2nd to 5th columns: measured , , , and .

 Files UVI_ERA5_MAX.py, Solar_elevation.py, 202407_DAY.nc, and 202407_MONTH.nc: Python scripts and outputs (netcdf) used to produce the example presented in Appendix A.

 202307_DAY.nc: Daily grids of maximum  (variable: 'uvi_max_day')

 202407_MONTH.nc: Grid of the monthly 95th percentile of the daily maximum  (variable: 'uvi_95_month')
DOI: 10.15468/dl.ktt3uz
title: Occurrence Download

description: A dataset containing 20530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Priscilla Munevar-Pelton, privacyadvocateforwomenssafety, prorenatura, psg43, psmac, psmithholly, psyconaut, pumpkins33d, puppyy, QC Invasive Species, qtowery, quattrocchid, quinnh, Quinten Wiegersma, quyksilver, Rachel Fae Kruger, Rachel Hackett, racheljward, rachelneedham, radicalxdame, Rafael Enrique Baez Segui, rakelmaria, ramisinno, Randall H., randyzwirn, ratonvoleur, rauvbbj, ravenbonnefoy, Ray G. Cama, raymondgilbert, rayrob, rbaumbach, rchin261, Rdl Qmd, realbi, Rebecca Reader-Lee, Rebecca Turner, rebeggy, Rebekah Whiteman, redbarn6886, Regina Alvarez, renaetaylor, renag, reneetmorneau, retired307, retrorhondaj, Reuven Martin, reverenddoctorjoshua, Rex Outtrahis, Rich Russell)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 20530 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009323-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9grev
title: Occurrence Download

description: A dataset containing 52119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saltator atripennis",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52119 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009272-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqynjr
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia auriculata",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 143 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009325-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fyjja
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is Asia",
 "Country is Malaysia",
 "GadmGid is MYS",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, bb646dff-a905-4403-a49b-6d378c2cf0d9)",
 "TaxonKey is Oryctes rhinoceros",
 "Year 2000-2026"
 ]
}

 The dataset includes 182 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009326-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynjj7n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Turdus dissimilis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009328-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cftype
title: Occurrence Download

description: A dataset containing 40247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Richard Guillet, Richard Stromberg, richardkallen, Rick Fox, Rick Gray, Riley Jauniaux, Riley-Brendan Walsh, rileyghostie, Rishona Vemulapalli, River Turner, rjaffrey, rkluzco, rlar, rmaecpl, rmburke, rmfinl1, rmkowalski, Rob Curtis, Robert Allie, Robert Ferraro, Robert Hoard, Robert Kahl, Robert Levy, Robert Rodefeld, robert_thibault, robertellis0585, Robin, RobMes, robobin, rocky, Rodney Haynes, Roldy Clark, rollinbresson, Ron Frumkin, Ron Payne, rosie1975, roydria, rruschman, rsl18, rsthom, rubyblake, rubycanterbury, ruhshona22, rumonster01, runcator, rusto70, Ruth M., ryaho, ryaldrich, ryan)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 40247 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009327-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp3nus
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Gentiana prostrata karelinii"
 ]
}

 The dataset includes 89 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009329-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nwgwc
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipinia semperi"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009330-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k7ecs
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipinia subvittata"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009331-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18707957
title: कामेद Kamed (Madhya Pradesh). Kamed Pillar Inscription of the Time of Udayāditya

description: कामेद Kamed (Madhya Pradesh). Kamed Pillar Inscription of the Time of Udayāditya
description: कामेद Kamed (Madhya Pradesh)

Getty ATT ID: 300027253 Land grantCoordinates: 23.2825798 75.2768721
DOI: 10.5281/zenodo.18707958
title: कामेद Kamed (Madhya Pradesh). Kamed Pillar Inscription of the Time of Udayāditya

description: कामेद Kamed (Madhya Pradesh). Kamed Pillar Inscription of the Time of Udayāditya
description: कामेद Kamed (Madhya Pradesh)

Getty ATT ID: 300027253 Land grantCoordinates: 23.2825798 75.2768721
DOI: 10.34740/kaggle/dsv/14955115
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pz7emv
title: Occurrence Download

description: A dataset containing 2529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapindus saponaria",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2529 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009332-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fhc4v
title: Occurrence Download

description: A dataset containing 256024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IND.30_1",
 "Geometry POLYGON((88.24632 28.16778,87.88448 28.05828,87.58336 27.15936,88.49168 26.84505,89.23446 27.2131,88.92218 28.17224,88.24632 28.16778))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1000-2026"
 ]
}

 The dataset includes 256024 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009279-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/a73m6k
title: Campus flora of the College of Natural Resources, Lobesa, Bhutan

description: A survey was conducted to enumerate the flora of the College of Natural resources as an assignment for the Module “Systematic Botany and Ethnobotany”. This survey covered the boys hostel area and the agriculture field above the village covering 3.15 hectares. The survey showed that there is slightly a greater number of introduced plants than native plants in the study area. Largest number of plants were in family Asteraceae. Herbs represent the dominant type of plant. This checklist has some plants encountered from the above mentioned place within the college campus along with occurrence data but it does not represent the overall campus flora.
DOI: 10.5281/zenodo.18698768
title: Dataset y Análisis Multivariado: Madurez Organizacional en Mejora Continua - Sector Metalmecánico del Bajío, México (Datos, n=48)

description: Dataset anonimizado de diagnóstico organizacional aplicado a 48 profesionales del sector metalmecánico del Bajío, México (octubre-diciembre 2025). Incluye: (1) respuestas del cuestionario de 49 ítems, (2) 9 índices compuestos construidos, (3) resultados de PCA (PC1=25.61%, PC2=24.14%), (4) clustering jerárquico (3 clusters), y (5) documentación metodológica completa. Datos reales, reproducibles, con KMO=0.517 y Alfa de Cronbach (5S)=0.837.
DOI: 10.5281/zenodo.18702665
title: Dataset y Análisis Multivariado: Madurez Organizacional en Mejora Continua - Sector Metalmecánico del Bajío, México (Datos, n=48)

description: Dataset anonimizado de diagnóstico organizacional aplicado a 48 profesionales del sector metalmecánico del Bajío, México (octubre-diciembre 2025). Incluye: (1) respuestas del cuestionario de 49 ítems, (2) 9 índices compuestos construidos, (3) resultados de PCA (PC1=25.61%, PC2=24.14%), (4) clustering jerárquico (3 clusters), y (5) documentación metodológica completa. Datos reales, reproducibles, con KMO=0.517 y Alfa de Cronbach (5S)=0.837.