cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57967/hf/6023
title: quora-duplicates_single_neg_marathi
DOI: 10.15468/dl.hcnfh3
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix pendulina",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006336-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q8kns
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ammodramus savannarum)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006338-250717081556266/datasets/export for details.
DOI: 10.15468/dl.9ksgdm
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthozona Townsend, 1908"
 ]
}

 The dataset includes 54 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073302-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc59ut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ammodramus savannarum)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006337-250717081556266/datasets/export for details.
DOI: 10.15468/dl.s67kqw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica nigra",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006339-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb3wu5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is South Sudan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006340-250717081556266/datasets/export for details.
DOI: 10.15468/dl.48trf7
title: Occurrence Download

description: A dataset listing the 820 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Picea sitchensis, Pinus sylvestris, Pinus contorta, Betula pubescens, Betula pendula x pubescens, Larix kaempferi, Picea abies, Larix marschlinsii, Pseudotsuga menziesii, Larix decidua, Quercus robur, Quercus petraea, Pinus nigra, Fagus sylvatica, Alnus glutinosa, Platanus occidentalis, Fraxinus excelsior, Tsuga heterophylla, Populus tremuloides, Corylus avellana, Sorbus aucuparia, Salix caprea)"
 ]
}

 The dataset's 820 records were derived from 5849 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006325-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xm2-yfy-d22
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/714-p3m-rk3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t9d-5k4-aj5
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.rzx78f
title: Occurrence Download

description: A dataset containing 19485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.51623 50.21429,3.03985 49.94477,3.58843 49.73508,4.11164 49.66835,4.38884 49.86957,4.30226 50.00089,4.2511 50.06793,4.19885 50.14317,4.15846 50.14152,4.17 50.205,4.20132 50.21324,4.23512 50.27012,4.18465 50.29969,4.117 50.31768,4.07807 50.32863,4.0507 50.3481,4.02768 50.36688,3.97523 50.35549,3.90472 50.34019,3.85168 50.36993,3.72768 50.3574,3.71103 50.32411,3.68191 50.34741,3.68191 50.42064,3.67775 50.45476,3.64779 50.47557,3.59705 50.5113,3.54377 50.5205,3.4955 50.55046,3.45472 50.54214,3.38623 50.50631,3.34605 50.52003,3.29606 50.5318,3.29214 50.5808,3.27646 50.62588,3.25875 50.65722,3.27338 50.66209,3.26644 50.71337,3.22461 50.72744,3.16518 50.81301,2.92702 50.77608,2.90088 50.71997,2.8207 50.73847,2.72818 50.83099,2.648 50.84579,2.64553 50.94324,2.54316 51.15314,2.54316 51.15314,2.23306 51.06983,2.06135 51.01088,2.13128 50.78457,2.26427 50.59947,2.51623 50.21429))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 19485 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019315-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hpz-set-z1x
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1d-vlv-0zc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8u2fxe
title: Occurrence Download

description: A dataset containing 14896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-121.79636339731084 42.25501554128409, -121.79980199084956 42.25442672557936, -121.80301977156553 42.253350757321115, -121.80589301770146 42.25182901551821, -121.80831128043386 42.24992001793277, -121.81018163316483 42.24769716647565, -121.81143224173505 42.24524592028974, -121.81201511849643 42.242660506090544, -121.81190795539752 42.24004029302261, -121.81111496732245 42.23748597196323, -121.80966671539969 42.235095686402786, -121.80761891931084 42.23296126353227, -121.80505030625577 42.23116468996576, -121.80205958071868 42.229774966834256, -121.79876163221198 42.228845464226325, -121.79528312659183 42.22841187571291, -121.79175764938562 42.22849085072471, -121.78832058609417 42.22907935672194, -121.78510393410004 42.23015479536413, -121.78223124332274 42.23167586827164, -121.77981287803752 42.233584159515615, -121.777941780455 42.23580637471932, -121.7766898981315 42.238257151603605, -121.77610541263248 42.24084233489997, -121.77621087692502 42.243462590616666, -121.77700233475285 42.24601722138349, -121.7784494579538 42.24840803656001, -121.78049669868386 42.25054312832589, -121.78306541429158 42.25234040823384, -121.78605688468008 42.25373076761881, -121.78935610694005 42.254660739528354, -121.79283622129806 42.255094558944656, -121.79636339731084 42.25501554128409))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 14896 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019317-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8sv-lv1-lqd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccp-yd1-1j0
title: Kayserops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ea0-6gy-l02
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1l-42l-20k
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3w-w1f-cdl
title: Scutellum

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g27-mtt-q0y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9s1-gx6-6cf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nht-qy3-glw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1vl-z6v-fyk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pvg-m1j-eek
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3dz-94w-3y3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kn7-d7a-n15
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/br0-hqk-cw8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1dh-zsq-82r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3e8-pbj-hpd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbv-vkk-24r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nad-ew5-mf1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j3-33v-gg3
title: Galemys Kaup, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk2-hv4-xxl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfp-qqc-ws3
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gkm-dfr-txn
title: Neocomites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n62-490-92v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8m-1gh-7ah
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpj-a3h-m2r
title: Spitidiscus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xv-e63-0r0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44q-57j-chs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47l-cg8-z5p
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qc-3rs-13p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4c2ygg
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-25.85923 44.33028,34.14269 44.33028,34.14269 68.37191,-25.85923 68.37191,-25.85923 44.33028))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cestopagurus timidus"
 ]
}

 The dataset includes 96 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019319-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3my-2s3-kjm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywg-0c2-nhm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03x-gck-08h
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50v-whk-w92
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a20-f6r-226
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lj3-c08-42s
title: †Cyrtospirifer Nalivkin in Fredericks, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84v-488-p8k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47r-zfm-hqz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mns-xhw-t8f
title: Ogygiocaris

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qf-ga1-bma
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xam-9jh-2tn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/frp-pe5-8x9
title: Coleoptera

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txz-652-4nz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b77-vx3-v0e
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h90-tnm-m39
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xsp-4y3-jmc
title: Hypophylloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9t-mw9-w39
title: †Spiticeras obliquelobatus (Uhlig, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vek-xs2-xd1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ndmqba
title: Occurrence Download

description: A dataset containing 4278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "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((-80 10,-70 10,-70 20,-80 20,-80 10))"
 ]
}

 The dataset includes 4278 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016906-251009101135966/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.30351861
title: Additional file 1 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 1. Selection of the genotypes used in this study
DOI: 10.6084/m9.figshare.30351861.v1
title: Additional file 1 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 1. Selection of the genotypes used in this study
DOI: 10.6084/m9.figshare.30351870
title: Additional file 4 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 4. Continuation strategy of watering regimes after transfer from phenotyping facility
DOI: 10.6084/m9.figshare.30351870.v1
title: Additional file 4 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 4. Continuation strategy of watering regimes after transfer from phenotyping facility
DOI: 10.6084/m9.figshare.30351876
title: Additional file 6 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 6. Complete raw phenotype data of the study
DOI: 10.6084/m9.figshare.30351876.v1
title: Additional file 6 of Tillering plasticity of drought-stressed barley genotypes under different re-watering regimes

description: Additional file 6. Complete raw phenotype data of the study
DOI: 10.6084/m9.figshare.30351877
title: Additional file 3 of Effect of specific and sensitive interventions for the social protection of people affected by tuberculosis: a meta-analysis

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.30351877.v1
title: Additional file 3 of Effect of specific and sensitive interventions for the social protection of people affected by tuberculosis: a meta-analysis

description: Supplementary Material 3
DOI: 10.15468/dl.akv328
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheiformes)",
 "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((-20 40,-10 40,-10 50,-20 50,-20 40))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016909-251009101135966/datasets/export for details.
DOI: 10.15468/dl.5emmu4
title: Occurrence Download

description: A dataset containing 3581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-64.42338 -21.10714,-64.48199 -21.68026,-64.19323 -21.67188,-64.16891 -21.37037,-64.16155 -21.15241,-64.21157 -21.14281,-64.28364 -21.13458,-64.33071 -21.14556,-64.42338 -21.10714))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3581 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016910-251009101135966/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.30351889
title: Additional file 2 of Trifluoroacetate leaching potential from fluorinated pesticides: an emission estimation and FOCUS modelling approach

description: Supplementary material 2.
DOI: 10.6084/m9.figshare.30351889.v1
title: Additional file 2 of Trifluoroacetate leaching potential from fluorinated pesticides: an emission estimation and FOCUS modelling approach

description: Supplementary material 2.
DOI: 10.6084/m9.figshare.30335017
title: Additional file 2 of Influence of creatine pyruvate on newly received cattle: insights from metagenomics and metabolomics

description: Supplementary material 2.
DOI: 10.6084/m9.figshare.30335017.v1
title: Additional file 2 of Influence of creatine pyruvate on newly received cattle: insights from metagenomics and metabolomics

description: Supplementary material 2.
DOI: 10.21227/c3e8-vp22
title: "Survey-Based Dataset Exploring Attitudes Toward Women\u2019s Employment in the Education Sector of Jaipur District"

description: "The current dataset presents an empirical record of gender perception and workplace attitudes within educational institutions. Data were collected from 100 participants representing both rural and urban areas of Jaipur, India, including teachers, principals, administrators, and academic professionals. The survey sought to quantify attitudes toward working women in education through six thematic dimensions: Females\u2019 Attitude Toward Working Women (FAT), Gender Stereotypes (GS), Socio-Cultural Factors (SC), Workplace Policies and Procedures (WPP), Workplace Discrimination (WD), and Working Women Empowerment (WWE). Each section contains six carefully designed Likert-scale items (1\u20135), resulting in a total of 36 variables that capture both perceptual and behavioral aspects of gender attitudes. Along with attitudinal data, comprehensive demographic variables\u2014including age range, marital status, education level, occupation, institution type, and residential and institutional location\u2014provide a multidimensional framework for analysis. The dataset thus enables comparative assessment across professional hierarchies and socio-spatial contexts (urban versus rural).Data collection was performed through structured questionnaires administered between June and August 2025 in private and government-affiliated educational institutes across Jaipur. Each participant\u2019s response was anonymized and coded to maintain confidentiality. The dataset is provided in CSV and XLSX formats, ensuring compatibility with statistical and machine learning environments such as SPSS, R, and Python. Present dataset is intended to support quantitative and mixed-method research on gender equality, workplace inclusivity, educational sociology, and policy design. It serves as a reference point for analyzing gender dynamics in regional education systems of emerging economies and can also contribute to cross-cultural benchmarking studies on women\u2019s participation and empowerment in academia. "