cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15411678
title: Assamese Speech Labeled Dataset

description: The Assamese Speech Emotion Dataset  is a labeled speech corpus comprising 500 audio samples in the Assamese language, specifically designed for speech emotion recognition tasks. It features recordings from 10 male native speakers, each uttering 5 distinct sentences with 5 different emotions—Neutral, Angry, Happy, Fear, and Sad. For every sentence-emotion pair, each speaker recorded two utterances, resulting in consistent and well-distributed emotional speech data.

Directory structure :

The dataset is organized by speaker, with each speaker's recordings stored in a separate folder named Actor1 through Actor10. Inside each folder, there are 50 .wav files corresponding to all combinations of 5 sentences, 5 emotions, and 2 repetitions per pair.

where each file is named using the following format<sentenceNumber><emotionLabel><repetitionNumber>.wav

For example, 2happy1.wav in folder Actor1 represents the first repitition of second sentence spoken with happy emotion.

 

Direction of Use:

To extract the label from the dataset one can use the following code sample :

labels=[]

paths=[]

base_path=base path of the dataset folder

for actor_folder in os.listdir(base_path):            actor_path = os.path.join(base_path, actor_folder)            if os.path.isdir(actor_path):                for filename in os.listdir(actor_path):                    file_path = os.path.join(actor_path, filename)                    paths.append(file_path)                    base_name = filename.split('.')[0]                    label = ''.join([char for char in base_name if char.isalpha()])                    labels.append(label.lower())
DOI: 10.5281/zenodo.15411679
title: Assamese Speech Labeled Dataset

description: The Assamese Speech Emotion Dataset  is a labeled speech corpus comprising 500 audio samples in the Assamese language, specifically designed for speech emotion recognition tasks. It features recordings from 10 male native speakers, each uttering 5 distinct sentences with 5 different emotions—Neutral, Angry, Happy, Fear, and Sad. For every sentence-emotion pair, each speaker recorded two utterances, resulting in consistent and well-distributed emotional speech data.

Directory structure :

The dataset is organized by speaker, with each speaker's recordings stored in a separate folder named Actor1 through Actor10. Inside each folder, there are 50 .wav files corresponding to all combinations of 5 sentences, 5 emotions, and 2 repetitions per pair.

where each file is named using the following format<sentenceNumber><emotionLabel><repetitionNumber>.wav

For example, 2happy1.wav in folder Actor1 represents the first repitition of second sentence spoken with happy emotion.

 

Direction of Use:

To extract the label from the dataset one can use the following code sample :

labels=[]

paths=[]

base_path=base path of the dataset folder

for actor_folder in os.listdir(base_path):            actor_path = os.path.join(base_path, actor_folder)            if os.path.isdir(actor_path):                for filename in os.listdir(actor_path):                    file_path = os.path.join(actor_path, filename)                    paths.append(file_path)                    base_name = filename.split('.')[0]                    label = ''.join([char for char in base_name if char.isalpha()])                    labels.append(label.lower())
DOI: 10.7939/r37659w49
title: Relationships 2015

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.6ws8ff
title: Occurrence Download

description: A dataset containing 1817469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lycorma delicatula (White, 1845), Halyomorpha halys (Stål, 1855), Agrilus planipennis Fairmaire, 1888, Anoplophora glabripennis (Motschulsky, 1854), Lymantria dispar Linnaeus, 1758, Solenopsis invicta Buren, 1972, Adelges tsugae Annand, 1924, Diaphorina citri Kuwayama, 1908, Drosophila suzukii (Matsumura, 1931), Apis mellifera scutellata Lepeletier, 1836, Halyomorpha G.Mayr, 1864, Aedes albopictus (Skuse, 1894), Harmonia axyridis (Pallas, 1773), Bactrocera dorsalis (Hendel, 1912), Linepithema humile (Mayr, 1868), Xyleborus glabratus Eichhoff, 1877, Solenopsis richteri Forel, 1909, Coptotermes formosanus Shiraki, 1909, Bagrada hilaris (Burmeister, 1835), Anthonomus grandis Boheman, 1843, Leptinotarsa decemlineata (Say, 1824), Polistes dominula (Christ, 1791), Tenodera sinensis Saussure, 1871, Aphis glycines Matsumura, 1917, Blattella asahinai Mizukubo, 1981, Monomorium pharaonis (Linnaeus, 1758), Aedes aegypti (Linnaeus, 1762), Adelges piceae (Ratzeburg, 1844), Cydalima perspectalis (Walker, 1859), Popillia japonica Newman, 1838, Megacopta cribraria (Fabricius, 1798), Epiphyas postvittana (Walker, 1863), Ceratitis capitata (Wiedemann, 1824), Anastrepha ludens (Loew, 1873), Sirex noctilio Fabricius, 1773)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1817469 records from 2293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030913-250426092105405/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.28212446
title: Structural Basis of Type 1 Pilus Assembly and Termination in Uropathogenic E. coli

description: Maps and models presented in "Structural Basis of Type 1 Pilus Assembly and Termination in Uropathogenic E. coli"
DOI: 10.6084/m9.figshare.28212446.v1
title: Structural Basis of Type 1 Pilus Assembly and Termination in Uropathogenic E. coli

description: Maps and models presented in "Structural Basis of Type 1 Pilus Assembly and Termination in Uropathogenic E. coli"
DOI: 10.3535/9q1-vdk-08q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vb4-2mr-x0t
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.57837/actris-ares/gm07-0k98
title: ACTRIS-EARLINET 2025 particle depolarization ratio profiles at 532nm over POT Potenza-Italy

description: ACTRIS-EARLINET 2025 particle depolarization ratio profiles at 532nm over POT Potenza-Italy.
This dataset collects all the particle depolarization ratio profiles at 532nm collected in 2025 at the aerosol remote sensing POT station (Potenza – Italy). Related files also contain volume depolarization ratio profiles at the same wavelength. This dataset is incremental: data collected in 2025 are added as soon as a new observation is collected in 2025 and added to the ACTRIS/EARLINET database.
DOI: 10.3535/emt-eza-7z5
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwt-0g8-4gc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/322-bh8-rkt
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5n9-145-3ah
title: †Smoutina cruysi Drooger, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/56w-5rp-t1l
title: †Praealveolina cretacea (d'Archiac, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/glw-dmn-c38
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cac-qmy-p2h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fy1-8vj-wb0
title: Heteroschismoides Ludbrook, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcg-rdz-vxg
title: Discorbis Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8k5-rse-rcn
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xh6-t5l-y7e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ypk-8mc-243
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wlq-exm-9mc
title: †Stilostomella Guppy, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c60-hje-1g9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dn1-8t5-hmp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j42-56l-y5j
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r59-1k9-t2l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8f-54r-7en
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1bb-tkc-3j2
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xlz-q2k-7r5
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3zz-20q-9p7
title: Ovalipes elongatus Stephenson & Rees, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g77-1e8-bzz
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6y-ndr-9k7
title: Heteroschismoides Ludbrook, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shd-3y3-lp8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5l-cyt-19q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cm4-ykz-hh7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ax-fck-zsa
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rv9-5vn-rsd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pcv-tfl-84b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thv-92l-f61
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4x-1w8-dgd
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tgq-h1a-kqa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65v-qp1-5kh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hyf-mj2-kq7
title: †Kurnubia jurassica (Henson, 1948)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5zm-h8g-1jv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fgb-34n-x1p
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzn-ybq-lsc
title: Heteroschismoides Ludbrook, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awt-g62-zdy
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e2h-1xt-bwv
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.35b2ax
title: Occurrence Download

description: A dataset containing 10225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe, North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coffea L."
 ]
}

 The dataset includes 10225 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012934-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bu3hv
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sargassum sinclairii Hook.f. & Harv."
 ]
}

 The dataset includes 702 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006161-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4ykuw
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.2188 30.74913, -113.0688 30.74913, -113.0688 30.89913, -113.2188 30.89913, -113.2188 30.74913))"
 ]
}

 The dataset includes 232 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037176-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qynk75
title: Occurrence Download

description: A dataset containing 47538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinaceae, Cupressaceae, Taxaceae, Podocarpaceae, Fagaceae, Betulaceae, Juglandaceae, Prunus, Malus, Crataegus, Sorbus, Amelanchier, Ulmaceae, Moraceae, Rhamnaceae, Sapindaceae, Simaroubaceae, Anacardiaceae, Malvaceae, Magnoliaceae, Lauraceae, Salicaceae, Platanaceae, Oleaceae, Bignoniaceae, Cornaceae, Hamamelidaceae, Oxydendrum, Arbutus, Robinia, Cercis, Gleditsia, Gymnocladus, Cladrastis, Albizia, Rutaceae, Aquifoliaceae, Nyssaceae, Araliaceae, Caprifoliaceae, Tamaricaceae, Elaeagnaceae)",
 {
 "or" : [
 "Geometry POLYGON ((-81.22694891682785 35.86841431426672, -81.26927624630405 35.9143974923428, -81.26886026146343 35.8608035372427, -81.22694891682785 35.86841431426672))",
 "Geometry POLYGON ((-80.46300533656496 36.33407514376557, -80.46057153583125 36.35201444366319, -80.49789552329362 36.344761601784896, -80.46300533656496 36.33407514376557))",
 "Geometry POLYGON ((-80.37192341237973 36.39218926327551, -80.39019127880583 36.34600532349389, -80.22040493265855 36.36843720713676, -80.37192341237973 36.39218926327551))",
 "Geometry POLYGON ((-81.08074614476632 36.92524272061821, -81.13421755254299 36.86192516349297, -81.03724194701009 36.87151161775477, -81.08074614476632 36.92524272061821))",
 "Geometry POLYGON ((-79.92134467001112 37.20396409658326, -84.08443252250866 35.585055891404856, -84.75254943925593 34.09977191255748, -81.73760031671546 35.412350078682906, -79.92134467001112 37.20396409658326))",
 "Geometry POLYGON ((-79.19506666243673 37.62166325411621, -79.22601435237057 37.528350347335156, -79.09252231326401 37.6031661858806, -79.19506666243673 37.62166325411621))",
 "Geometry POLYGON ((-78.67693487163103 37.99789752496248, -78.82899103384348 37.90724763235567, -78.76498503097132 37.8296135328709, -78.67693487163103 37.99789752496248))",
 "Geometry POLYGON ((-77.53604295998488 39.96624079163164, -79.91041650745217 37.32174973886062, -78.77682083629442 37.77996921821699, -77.53604295998488 39.96624079163164))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 1980",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 47538 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037168-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rj7sd
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Todarodes pacificus",
 "Year 1985-2025"
 ]
}

 The dataset includes 392 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037177-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j673ht
title: Occurrence Download

description: A dataset containing 15281 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.8688 30.89913, -114.7188 30.89913, -114.7188 31.04913, -114.8688 31.04913, -114.8688 30.89913))"
 ]
}

 The dataset includes 15281 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037178-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmdwu4
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.7188 30.89913, -114.5688 30.89913, -114.5688 31.04913, -114.7188 31.04913, -114.7188 30.89913))"
 ]
}

 The dataset includes 387 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037179-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13749835
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jr7tcy
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.5688 30.89913, -114.4188 30.89913, -114.4188 31.04913, -114.5688 31.04913, -114.5688 30.89913))"
 ]
}

 The dataset includes 137 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037180-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcfs2a
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.4188 30.89913, -114.2688 30.89913, -114.2688 31.04913, -114.4188 31.04913, -114.4188 30.89913))"
 ]
}

 The dataset includes 124 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037181-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17590037
title: Survey Dataset and Questionnaire for the Evaluation of Attendance Application Implementation Success Using the DeLone and McLean Model at a Mining Contractor Services Company

description: This dataset contains survey responses and questionnaire items used in the undergraduate thesis titled “Evaluation of Attendance Application Implementation Success Using the DeLone and McLean Model at a Mining Contractor Services Company.”

The questionnaire was designed based on the DeLone and McLean Information System Success Model, which includes six dimensions: System Quality, Information Quality, Service Quality, Use, User Satisfaction, and Net Benefits.

The dataset consists of two main files:





Survey_Responses_AttendanceApp (.xlsx) — containing data from 39 respondents who evaluated the Attendance application implemented in a mining contractor services company.




Questionnaire_Instrument_AttendanceApp (.xlsx) — listing all questionnaire items and measurement indicators used in the study.



This dataset can support further research in areas such as information system evaluation, usability analysis, and technology adoption in enterprise environments.
DOI: 10.5281/zenodo.17590038
title: Survey Dataset and Questionnaire for the Evaluation of Attendance Application Implementation Success Using the DeLone and McLean Model at a Mining Contractor Services Company

description: This dataset contains survey responses and questionnaire items used in the undergraduate thesis titled “Evaluation of Attendance Application Implementation Success Using the DeLone and McLean Model at a Mining Contractor Services Company.”

The questionnaire was designed based on the DeLone and McLean Information System Success Model, which includes six dimensions: System Quality, Information Quality, Service Quality, Use, User Satisfaction, and Net Benefits.

The dataset consists of two main files:





Survey_Responses_AttendanceApp (.xlsx) — containing data from 39 respondents who evaluated the Attendance application implemented in a mining contractor services company.




Questionnaire_Instrument_AttendanceApp (.xlsx) — listing all questionnaire items and measurement indicators used in the study.



This dataset can support further research in areas such as information system evaluation, usability analysis, and technology adoption in enterprise environments.
DOI: 10.15468/dl.hz8a3r
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.2688 30.89913, -114.1188 30.89913, -114.1188 31.04913, -114.2688 31.04913, -114.2688 30.89913))"
 ]
}

 The dataset includes 65 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037182-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s36tcp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "GadmGid is PER.3_1",
 "TaxonKey is Knowltonia"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037183-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69qu32
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.1188 30.89913, -113.9688 30.89913, -113.9688 31.04913, -114.1188 31.04913, -114.1188 30.89913))"
 ]
}

 The dataset includes 366 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037184-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.