cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/esv-g53-rv8
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wjl-gml-rph
title: Pyralis farinalis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ex7-dwt-77a
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fe9-tn0-1f4
title: Amphipoea lucens Freyer, 1845

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ple-sv3-pmc
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t6x-2hq-ktl
title: Cupido minimus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sqn-z45-dqv
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.ht4r88
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus josei"
 ]
}

 The dataset includes 106 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029510-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/v5d-tz0-4p3
title: Cucullia argentea (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x67-fn1-2hf
title: Paratalanta hyalinalis (Hübner, 1796)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ass-x67-65j
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g59-afc-x2b
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v4f-45f-5fe
title: Plodia interpunctella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vqn-3rp-a6t
title: Scolitantides orion (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/r8h-2xf-8y1
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4j0-6a0-va3
title: Syngrapha interrogationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vhk-46d-fvp
title: Syngrapha interrogationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/csr-m0a-ajd
title: Thalpophila matura (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vcw-5cw-szl
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h5c-pel-2s4
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sy3-3wm-fw0
title: Hydraecia nordstroemi Horke, 1952

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3y1-tks-087
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h86-5x9-rxc
title: Paratalanta hyalinalis (Hübner, 1796)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qqz-aga-t74
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xeq-zlc-bmt
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87f-9e9-8ye
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8et-8zg-are
title: Xestia (Xestia) sexstrigata Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6yc-3cj-5mm
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jan-q48-ejx
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/102-z6w-h8w
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fs2-fw0-hrp
title: Caradrina (Paradrina) clavipalpis (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mlg-mpg-8ax
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wl7-yh2-w4m
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2qz-dlb-9jb
title: Ochlodes venatus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l47-aqn-t4f
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1kj-fdf-xnb
title: Phycitodes maritima Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4s2-jsk-fh4
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/djm-ebj-fyk
title: Paratalanta hyalinalis (Hübner, 1796)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a6b-70l-wq5
title: Celastrina argiolus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z0h-vjg-jpl
title: Phycitodes maritima Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/843-j1b-x4l
title: Celastrina argiolus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b9d-hgd-vhc
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fb3-562-dtd
title: Xestia (Pachnobia) laetabilis Zetterstedt, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mea-799-t4p
title: Lymantria (Porthetria) dispar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m15-yws-wat
title: Orgyia (Telochurus) recens (Hübner, 1819)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yxh-78c-xep
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lrq-k22-2ja
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x7q-5l9-0hs
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fl4-s15-qml
title: Plodia interpunctella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t70-413-6jk
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7vj-9t8-0pa
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hf2-yw1-bsb
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bak-rf6-lns
title: Cucullia umbratica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7ns-0w8-yar
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/meq-hj1-yvg
title: Cucullia umbratica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v5x-m8d-f2f
title: Scolitantides orion (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17820814
title: Побудова композитних індикаторів: Оцінка індексу якості життя

description: Комп'ютерний практикум №3-4: Побудова композитних індикаторів.

Тема: Оцінка індексу якості життя на основі даних 2005-2022 р.

У роботі проведено аналіз та агрегацію 8 соціально-економічних індикаторів (ВВП, тривалість життя, освіта, CO2 та ін.) для країн світу.

Методологія:

Збір даних: World Bank API (WDI), Our World in Data.Обробка пропусків: інтерполяція та медіанне заповнення.Нормалізація: Min-Max метод.Агрегація:     1. Модель середнього геометричного (Initial GM Model).    2. Скоригована модель на основі PCA (Weighted Average), де ваги визначені за внеском у першу головну компоненту.Результати: Файл corrected_PCA_model_data.csv містить фінальний рейтинг країн.
DOI: 10.3535/4qa-s86-wzw
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8nk-map-w5y
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hzr-wna-5nt
title: Plodia interpunctella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/npe-wpn-afs
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tfb-6ds-3rg
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mdq-vpx-avp
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pte-cgd-nw0
title: Phycitodes maritima Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/03y-znd-qk3
title: Xestia (Pachnobia) laetabilis Zetterstedt, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mfv-lqd-342
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a2f-b2p-rm0
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p81-7qb-e5h
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/74a-qv3-6pr
title: Amphipyra (Amphipyra) pyramidea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eqj-9rc-7bg
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c66-646-22c
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xlq-9sm-2ct
title: Sphrageidus similis (Fuessly, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9tn-93l-apv
title: Enargia paleacea (Esper, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xbl-djt-cn0
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c27-0sp-wqd
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l4r-0k6-y1q
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2ts-c26-v6v
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ys1-nyl-2ma
title: Hydriomena furcata (Thunberg, 1784)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vzc-kqd-a7r
title: Hydriomena furcata (Thunberg, 1784)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.wv56b5
title: Occurrence Download

description: A dataset containing 834273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Molothrus ater",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 834273 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029479-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/x2m-5t6-gye
title: Cupido minimus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z4k-5mt-5ef
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fp4-3cn-wyw
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yxf-485-qeg
title: Cucullia argentea (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2jl-3x9-hak
title: Enargia paleacea (Esper, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zkl-yls-h02
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/14f-m0e-084
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b03-1yp-c98
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d83-sxv-fe9
title: Phycitodes maritima Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/90z-ba3-qa8
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kln-vb6-d84
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1h7-10e-3fk
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gsz-14m-bcj
title: Cupido minimus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s75-ck4-64h
title: Colocasia coryli (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/atm-gyr-sab
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cyv-d36-jvg
title: Diarsia florida Schmidt, 1859

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1r9-szz-67g
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q6k-v18-77k
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4ly-2r9-5f3
title: Xestia (Pachnobia) borealis Nordström, 1933

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ty1-r49-ztt
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/973-3wp-mdp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zbz-bfq-sdb
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.30790625
title: <b>Spanish voice command recognition</b>

description: Since voice detection varies by language, recognition algorithms are inherently sensitive to language-specific phonetics. In this context, we introduce a dataset in Spanish for controlling a robotic arm. The dataset consists of 20 folders, one for each worker or speaker. Inside each folder, there are 30 WAV audio files. Each file is identified by four pairs of numbers XX-XX-XX-XX.wav. The first pair designates the worker as 01 through 20, and the second pair denotes the gender, using 01 for male and 02 for female. The third pair specifies the speaker's emotion: 01 for angry, 02 for neutral, and 03 for sad. Finally, the fourth pair identifies the voice command in Spanish used to control a robotic arm with a gripper or End-of-Arm Tooling (EOAT). The commands are: 01 Move up (<i>Desplázate hacia arriba),</i> 02 Move down (<i>Desplázate hacia abajo</i>), 03 Move forward (Muévete hacia adelante), 04 Move backward (<i>Muévete hacia atrás</i>), 05 Turn right (<i>Gira a tu derecha</i>), 06 Turn left (<i>Gira a tu izquierda</i>), 07 Open the gripper (Abre la pinza), 08 Close the gripper (<i>Cierra la pinza</i>), 09 Move to start pose (<i>Muévete al origen</i>), and 10 Wait (<i>Para ahí</i>).
DOI: 10.6084/m9.figshare.30790625.v1
title: <b>Spanish voice command recognition</b>

description: Since voice detection varies by language, recognition algorithms are inherently sensitive to language-specific phonetics. In this context, we introduce a dataset in Spanish for controlling a robotic arm. The dataset consists of 20 folders, one for each worker or speaker. Inside each folder, there are 30 WAV audio files. Each file is identified by four pairs of numbers XX-XX-XX-XX.wav. The first pair designates the worker as 01 through 20, and the second pair denotes the gender, using 01 for male and 02 for female. The third pair specifies the speaker's emotion: 01 for angry, 02 for neutral, and 03 for sad. Finally, the fourth pair identifies the voice command in Spanish used to control a robotic arm with a gripper or End-of-Arm Tooling (EOAT). The commands are: 01 Move up (<i>Desplázate hacia arriba),</i> 02 Move down (<i>Desplázate hacia abajo</i>), 03 Move forward (Muévete hacia adelante), 04 Move backward (<i>Muévete hacia atrás</i>), 05 Turn right (<i>Gira a tu derecha</i>), 06 Turn left (<i>Gira a tu izquierda</i>), 07 Open the gripper (Abre la pinza), 08 Close the gripper (<i>Cierra la pinza</i>), 09 Move to start pose (<i>Muévete al origen</i>), and 10 Wait (<i>Para ahí</i>).
DOI: 10.3535/7jq-lcl-pfm
title: Xestia (Pachnobia) distensa Eversmann, 1851

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d1f-r5j-l30
title: Syngrapha interrogationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6tq-7xd-53x
title: Scolitantides orion (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h2n-mwx-fsv
title: Ephestia kuehniella Zeller, 1879

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/39a-sa6-s7x
title: Eudonia mercurella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j3f-wnj-qvz
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17753140
title: Modelled Topics and Video Metadata from Spanish-Speaking finfluencers on YouTube

description: This dataset contains metadata of 68,455 YouTube videos that are related to Spanish-speaking finfluencers, as well as the top 100 topics modelled following a BERTopic modeling pipeline. It is part of the MATEPS project: https://osf.io/sbr7w

Data collection

The "Video List" module of Youtube Data Tools (Rieder, 2015) was used to perform three queries:  






query 



query translation



videos in API response





“ganar dinero”|“ganar dinero”



make money



32,745 videos





“libertad financiera”



financial freedom



30,905 videos





“ingresos pasivos”



passive income



31,144 videos





The results were later merged in a single dataset based on unique video ids and refined to exclude all the videos that were not in Spanish. This resulted in a consolidated dataset of 68,455 videos.
DOI: 10.5281/zenodo.17753141
title: Modelled Topics and Video Metadata from Spanish-Speaking finfluencers on YouTube

description: This dataset contains metadata of 68,455 YouTube videos that are related to Spanish-speaking finfluencers, as well as the top 100 topics modelled following a BERTopic modeling pipeline. It is part of the MATEPS project: https://osf.io/sbr7w

Data collection

The "Video List" module of Youtube Data Tools (Rieder, 2015) was used to perform three queries:  






query 



query translation



videos in API response





“ganar dinero”|“ganar dinero”



make money



32,745 videos





“libertad financiera”



financial freedom



30,905 videos





“ingresos pasivos”



passive income



31,144 videos





The results were later merged in a single dataset based on unique video ids and refined to exclude all the videos that were not in Spanish. This resulted in a consolidated dataset of 68,455 videos.