Papers/Projects
This section is a curated collection of scholarly projects and research papers that utilize Voyant Tools for text analysis. This resource is intended to showcase how researchers from various disciplines have applied Voyant in their work, illustrating the versatility of the tool across multiple languages and contexts. You can explore projects written in English, Spanish, Korean, Mandarin, and other languages. Each entry in the collection includes key details such as the author(s) name, project or paper title, year of publication, and a link to the full text or project. Kindly contribute to this by submitting your publications or project details via this link: https://forms.gle/Ycy4Ra6EfsXdqtbA9
| Author(s) Name | Project/Paper Title | Year | Link | Language |
|---|---|---|---|---|
| MJ Mercado | Voyant Tools, una herramienta gratuita para la minería de texto | 2020 | https://udearroba.udea.edu.co/home/voyant-tools-una-herramienta-gratuita-para-la-mineria-de-texto/ | Spanish |
| Enrique Napoleón Urteaga Araujo | Análisis preliminar de la composición de los ejércitos españoles durante la Batalla de Chupas según la narración de José de la Riva Agüero en Paisajes Peruanos con Voyant Tools | 2021 | https://revistas.unlp.edu.ar/publicaahd/article/view/13750 | Spanish |
| G Jiyeon | A Study on the Content Analysis Capabilities of Voyant Tools – Targeting the Letters of the Southern Presbyterian Missionary W. Junkin | 2021 | https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002795505 | Korean |
| Bruna Lessa | Análisis con Voyant Tools del primer número de la Revista de Humanidades Digitales | 2020 | https://sedici.unlp.edu.ar/handle/10915/139846 | Spanish |
| SMQ Yan | Voyant: 分析文本中的”大数据” [Voyant: Analyzing “Big Data” in Text] | 2018 | https://xueshu.baidu.com/usercenter/paper/show?paperid=1n2y0p107t3n00p0ns540g50pn510200 | Mandarin (Chinese) |
| Garrido R.L., Comino A., Flores P.M. | Women in the Monumental Catalogue of Spain: archaeological discourses on Prehistory and Iron Age for the provinces of Ávila, Soria and Burgos | 2022 | https://dx.doi.org/10.5209/cmpl.80895 | Spanish |
| Datakuben | Playlist of Voyant Tutorials in English | https://www.youtube.com/playlist?list=PLzmqDzBWP43RDUE6St-51PnXBG2J7shbN | English | |
| M Dickerson | A gentle introduction to text analysis with Voyant tools | 2018 | https://escholarship.org/content/qt6jz712sf/supp/Dickerson_TextAnalysisVoyantTools_112018.pdf | English |
| Randa El Khatib, Shawna Ross | A Beginner’s Guide to Using Voyant for Digital Theme Analysis | 2022 | https://hcommons.org/deposits/item/hc:49487/ | English |
| Khan, M. Laeeq, et al. | Public Engagement Model to Analyze Digital Diplomacy on Twitter: A Social Media Analytics Framework | 2021 | https://go.gale.com/ps/i.do?p=AONE&u=googlescholar&id=GALE%7CA659292912&v=2.1&it=r&sid=googleScholar&asid=fb67705a | English |
| Roy D, Das M, Deshbandhu A. | Postcolonial pandemic publics: examining social media health promotion in India during the COVID-19 crisis | 2022 | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344559/ | English |
| Mukhopadhyay, P., & Dutta, A. | Language Analysis in Library OPAC designing an Open Source Software based Framework for Bibliographic Records in Mainstream and Tribal Languages | 2020 | https://publications.drdo.gov.in/ojs/index.php/djlit/article/view/16034/7450 | English |
| Aiden Yeh | A corpus-assisted discourse analysis of Taiwanese students’ sentiments toward Asianphobia on the news amid Covid-19 | 2021 | https://www.castledown.com/journals/ajal/article/view/ajal.v4n2.492 | English |
| Julián David Cortés Sánchez | Mission statements of universities worldwide: Text mining and visualization | 2018 | https://www.intangiblecapital.org/index.php/ic/article/view/1258 | English |
| Allie Whitacre | Narratives of Palestinians in Israeli and Palestinian Print News Media | 2020 | https://idah.indiana.edu/news-events/_symposia/spring-2020/whitacre-symposium-2020.html | English |
| Kate Appel | The Viral Virus: Analyzing the Twitter Conversation Surrounding COVID-19 | 2020 | https://storymaps.arcgis.com/stories/816472ff4486409da34a5c28ab87524d | English |
| Purcell, Darren and Cayton Moore | Selling Southern Places: An Examination of Delta’s Sky Magazine City Profiles | 2019 | https://doi.org/10.1353/sgo.2019.0022 | English |
| Agnieszka Chwieduk | ‘External Limbo’ – ‘Internal Limbo’: On the Detention of Immigrants in Polish Guarded Centres for Foreigners | 2022 | https://www.ejournals.eu/Studia-Migracyjne/2022/4(186)/art/23144/ | English |
| Anthony Wheeler | Text Mining Using Voyant Tools – A Comparison of Barack Obama & Donald Trump’s Respective Inauguration Speeches | 2018 | https://dhintro18.commons.gc.cuny.edu/2018/10/04/text-mining-using-voyant-tools-a-comparison-of-barack-obama-donald-trumps-respective-inauguration-speeches/ | English |
| Oanca, A. | ‘Security’ and ‘Crisis’ in Populist Discourse – a brief exploratory study | 2022 | https://www.proquest.com/scholarly-journals/security-crisis-populist-discourse-brief/docview/2769610842/se-2 | English |
| A Peslak, DS Hunsinger | What is cybersecurity and what cybersecurity skills are employers seeking? | 2019 | https://iacis.org/iis/2019/2_iis_2019_62-72.pdf | English |
| E Ahman | A content analysis: the vision statements of higher education institutions in Indonesia | 2020 | https://doi.org/10.31933/dijemss.v1i3.167 | English |
| Ella Alhudithi | Review of Voyant Tools: See Through Your Text | 2021 | https://scholarspace.manoa.hawaii.edu/items/786061e3-39bf-4839-9cc4-748854259ce3 | English |
| Jocelyn Wright | Researchers, Teachers, and Learners Seeing New Possibilities with Voyant Tools | 2020 | https://tesl-ej.org/wordpress/issues/volume24/ej94/ej94m1/ | English |
| Holly Hendrigan | Mixing Digital Humanities and Applied Science Librarianship: Using Voyant Tools to Reveal Word Patterns in Faculty Research | 2019 | https://journals.library.ualberta.ca/istl/index.php/istl/article/view/3 | English |
| Ashley Miller | Text Mining Digital Humanities Projects: Assessing Content Analysis Capabilities of Voyant Tools | 2018 | https://www.tandfonline.com/doi/full/10.1080/19322909.2018.1479673 | English |
| Gabor Hetenyi, Attila Lengyel, Magdolna Szilasi | Quantitative Analysis of Qualitative Data: Using Voyant Tools to Investigate the Sales-Marketing Interface | 2019 | http://www.jiem.org/index.php/jiem/article/view/2929 | English |
| E. Corvo & W. De Caro | COVID-19 and Newspapers: A Content & Text Mining Analysis | 2020 | https://pmc.ncbi.nlm.nih.gov/articles/PMC7543454/ | English |
| Saba Zaidi & Shaista Allahdad | Analyzing Recent (2019) Kashmir Socio-Political Issue: A Voyant Sentiment Analysis of Tweets | 2023 | https://journals.umt.edu.pk/index.php/llr/article/view/4018 | English |
| Fred R. Schumann | Using Voyant Tools for Data Mining Social Media Comments about a Study | 2022 | https://johat.org/wp-content/uploads/2022/12/6.pdf | English |
| Laurie J. Sampsel | Voyant Tools [review – Music Reference Services Quarterly] | 2018 | https://www.tandfonline.com/doi/full/10.1080/10588167.2018.1496754 | English |
| Maor Weinberger & Dan Bouhnik | Using Textual Analysis Tools to Identify Trends in Privacy Concern Research | 2022 | https://asistdl.onlinelibrary.wiley.com/doi/10.1002/pra2.741 | English |
| Maor Weinberger & Dan Bouhnik | Identifying Trends in Information Security and Privacy Concern Research | 2023 | https://journals.sagepub.com/doi/abs/10.1177/03400352231172805 | English |
| Aušra Kairaitytė-Užupė, Egidija Ramanauskaitė, Vytautas Evaldas Rudžionis | Scientific Information Analysis Using Text Analysis Tool “Voyant Tools” | 2023 | https://www.journals.vu.lt/IM/article/view/29024 | English |
| Preston Salisbury | Voyant Tools and Descriptive Metadata: A Case Study in How Automation Can Compliment Expertise Knowledge | 2022 | https://www.tandfonline.com/doi/abs/10.1080/19386389.2022.2030635 | English |
| Maja Ivanović & Kristina Kocijan | Corpus-Based Exploration of Defense-Related Political Speeches | 2025 | https://link.springer.com/chapter/10.1007/978-3-031-89810-5_8 | English |
| Costa et al. | Populist Leaders as Gatekeepers: André Ventura Uses News to Legitimize the Discourse | 2024 | https://www.mdpi.com/2673-5172/5/3/84 | English |
| Bedia Göktepe & Muhammed Nurullah Parlakoğlu | The Role of Digital Tools in Historical Research: A Study on the Intellectual Network of Gerbert of Aurillac | 2024 | https://dergipark.org.tr/en/pub/oad/issue/89041/1475270 | Turkish |
| Referson S. Macapagal et al. | Extrapolating Presidential State of the Nation Addresses on Sports and Physical Education: An Analysis Using Voyant Tools | 2023 | https://stepacademic.net/ijcsr/article/view/429 | English |
| Cliford C. Novela, Jaypee F. Custodio, Ronnie Mar G. Moreno et al. | Filipino Students’ Perceptions on the Implementation of K-to-12 Program: Qualitative Text Analysis | 2024 | https://malque.pub/ojs/index.php/mr/article/view/6404 | English |
| Thanawut Sreejak | Beyond Criminality: Unveiling the Untold Kathoey Narratives in Thai-Language News Headlines | 2025 | https://link.springer.com/article/10.1007/s12119-025-10421-5 | English |
| Alexandra Corey | Voyant Tools and Riffaterrian Analysis: A Digital Close Reading | 2018 | https://www.academia.edu/37558059/Voyant_Tools_and_Riffaterrian_Analysis_A_Digital_Close_Reading | English |
| Naveen Kumar Yadav & Akhilesh K.S. Yadav | Tapping Twitter Data for Analyzing and Visualizing Public Sentiments on Censorship | 2020 | https://digitalcommons.unl.edu/libphilprac/4468/ | English |
| Eville Gorham & Jon Kelly | A History of Ecological Research Derived from Titles of Articles in the Journal “Ecology,” 1925–2015 | 2018 | https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/bes2.1380 | English |
| Christoph Barmeyer, Madeleine Bausch, Daniel Moncayo | Cross-cultural management research: Topics, paradigms, and methods — A journal-based longitudinal analysis between 2001 and 2018 | 2019 | https://journals.sagepub.com/doi/full/10.1177/1470595819859603 | English |
| Nicole Basaraba | The emergence of creative and digital place-making: A scoping review across disciplines | 2021 | https://journals.sagepub.com/doi/10.1177/14614448211044942 | English |
| Aleasa Kermode & Louise Gwenneth Phillips | Becoming Un/Silenced: Whose Voices Are Heard in Media Coverage of Gender-Diversity in Australian Schools and Drag Story Time? | 2025 | https://journals.sagepub.com/doi/10.1177/20436106241310455 | English |
| Darren Purcell & Boštjan Rogelj | Constructing the U.S. in Slovenian news media | 2024 | https://link.springer.com/article/10.1007/s10708-024-11269-2 | English |
| Theodora Istoriou & Georgia Pozoukidou | Understanding placemaking in spatial planning using a text analysis tool | 2025 | https://link.springer.com/article/10.1007/s44327-025-00097-9 | English |
| W. De Caro et al. | Textual Analysis and Data Mining: An Interpreting Research on Nursing | 2016 | https://pubmed.ncbi.nlm.nih.gov/27332424/ | English |
| Yiming Wang | Pure love and shadow desire: Navigating censorship, queer fantasy and ressentiment in Chinese Boys’ Love (BL) erotica | 2026 | https://journals.sagepub.com/doi/10.1177/13675494261421517 | English |
| Wachyudi, K. | Penggunaan Voyant Tools Dalam Pembelajaran Bahasa Inggris [Use of Voyant Tools in English Language Learning] | 2022 | https://ejournal.unma.ac.id/index.php/educatio/article/view/3427 | Indonesian |
| Tuğçe Elif Taşdan Doğan | ‘Voyant-Tools’: A New Technological Tool for the Analysis of Translated Texts | 2021 | https://www.researchgate.net/publication/357450141 | Turkish |
| Tuğçe Elif Taşdan Doğan | Translation as a Tool for Promoting Tourism in Samsun: Analysis of Original and Translated Touristic Texts through ‘Voyant Tools’ Software | 2021 | https://www.researchgate.net/publication/357449936 | Turkish |
| Geoffrey Rockwell, Kaylin Land, Andrew MacDonald | Social Analytics Through Spyral | 2021 | https://popjournal.ca/issue03/rockwell | English |
| Lu Wang | The Changing Role of Textile Making: Text Analysis of Digitized ‘Lienü zhuan’ with Voyant Tools (Part I) | 2021 | https://digitalorientalist.com/2021/03/30/the-changing-role-of-textile-making-text-analysis-of-digitized-lienu-zhuan-with-voyant-tools-part-i/ | Chinese (Classical) |
| Lu Wang | The Changing Role of Textile Making: Text Analysis of Digitized ‘Lienü zhuan’ with Voyant Tools (Part II) | 2021 | https://digitalorientalist.com/2021/06/11/the-changing-role-of-textile-making-text-analysis-of-digitized-lienu-zhuan-with-voyant-tools-part-ii/ | Chinese (Classical) |
| LIU Yurong, ZHENG Yurong | Review and Prospect of Research on English Translation of China’s Scientific and Technological Classics in Digital Humanities Perspective (2000–2023) | 2024 | https://www.term.org.cn/EN/10.12339/j.issn.1673-8578.2024.03.009 | Mandarin (Chinese) |
| James Harry Morris | Using Voyant Tools with Historical Japanese Texts | 2021 | https://digitalorientalist.com/2021/06/18/using-voyant-tools-with-historical-japanese-texts/ | Japanese |
| James Harry Morris | On Voyant Tools, Stopword Lists, and Japanese Textual Analysis and Visualisation | 2025 | https://digitalorientalist.com/2025/04/08/on-voyant-tools-stopword-lists-and-japanese-textual-analysis-and-visualization/ | Japanese |
| Nancy Sánchez-Tarragó | Descubriendo críticas al acceso abierto mediante la visualización de textos con Voyant Tools | 2021 | http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2307-21132021000100012 | Spanish |
| Goldsmidt, Julieta Yasmín | Voyant Tools en el análisis de letras de canciones: El tango y el rock en Argentina | 2021 | https://revistas.unlp.edu.ar/publicaahd/article/view/13752 | Spanish |
| Moreno Nava, Ignacio | Análisis cuantitativo de un corpus textual de historia oral utilizando Voyant Tools | 2020 | https://revistas.unlp.edu.ar/publicaahd/article/view/13847 | Spanish |
| Timoszko, Irene | Tomar distancia de los medios: El aporte de Voyant Tools en el Análisis Discursivo de la Representación de los Jóvenes del Conurbano Bonaerense | 2023 | https://revistas.unlp.edu.ar/publicaahd/article/view/14216 | Spanish |
| Lell, Helga María | ¿Aparece dignidad? Experiencia de lectura distante con Voyant Tools aplicada a sentencias | 2020 | https://revistas.unlp.edu.ar/publicaahd/article/view/13848 | Spanish |
| Spinelli, Julián | La represión del bandolerismo en Andalucía: un análisis preliminar con lectura distante | 2023 | https://revistas.unlp.edu.ar/publicaahd/article/view/15163 | Spanish |
| Canabarro, Ronald | História Transviada em leitura distante nas palavras-chaves: usando o Voyant Tools para um estudo de caso | 2021 | https://revistas.unlp.edu.ar/publicaahd/article/view/13751 | Portuguese |
| Filipigh Mencia, M.T. | Explorando la narrativa de Baldomero Lillo con Voyant Tools | 2024 | https://revistas.unlp.edu.ar/publicaahd/article/download/17229/18194/82754 | Spanish |
| Acevedo-Villada, Yimi | La gestión documental en Colombia: un análisis lexicométrico del marco jurídico entre los períodos 1913-1989 y 1990-2017 | 2018 | https://www.redalyc.org/journal/5343/534367759009/html/ | Spanish |
| Martínez Musiño, Celso | La producción documental de la Inteligencia Artificial y la Ciencia de la Información en Scopus – Análisis informétrico | 2021 | https://www.redalyc.org/journal/4768/476872370011/html/ | Spanish |
| Pesce, Gabriela et al. | Opciones exóticas: conceptualización y evolución en la literatura a partir de una revisión sistemática | 2021 | https://www.redalyc.org/journal/1552/155269044009/ | Spanish |
| Alarcón Martínez, Maximiliano Abner | Palabras de fidelidad: las cartas del obispo González del Campillo en la insurgencia novohispana. Un análisis con Voyant Tools | 2026 | https://sillares.uanl.mx/index.php/s/article/view/178 | Spanish |
| Gutiérrez De la Torre, Silvia | Análisis de corpus con Voyant Tools (Programming Historian lesson) | 2019 | https://programminghistorian.org/es/lecciones/analisis-voyant-tools | Spanish |
| Camino Plaza, Laura | Voyant Tools en su aplicación al estudio de las novelas de Rosalía de Castro (1859-1881) | 2021 | https://investigacion.usc.gal/documentos/644d5909f254f320d66aa2c4 | Spanish |
| Battaner Moro, Elena; Segovia Gordillo, Ana; Herranz Llácer, Cristina V. | Corpus y herramientas digitales para el estudio de la historiografía lingüística hispánica | 2022 | https://dialnet.unirioja.es/servlet/articulo?codigo=8842407 | Spanish |
| Tierno Barrios, Selena; Carrizo González-Castell, Adán | Aplicaciones de Voyant Tools como recurso didáctico digital en la enseñanza del Derecho Procesal: el análisis de la interseccionalidad | 2025 | https://gredos.usal.es/handle/10366/167401 | Spanish |
| Joel Victor Reis Lisboa & Guilherme Fromm | How to Introduce Students to Linguistic Research Using Voyant Tools / Como apresentar a pesquisa lingüística aos alunos usando o Voyant Tools | 2024 | https://www.scielo.br/j/tla/a/Gb9hfMBFZJcN4tzRzkJP93h/ | Portuguese |
| Nascimento, Francisco Arrais et al. | Autodenominación y autoclasificación de la homosexualidad masculina y las sexualidades alternativas en Brasil | 2020 | https://www.scielo.org.mx/scielo.php?pid=S0187-358X2020000300151&script=sci_abstract | Portuguese |
| Giménez, Diego | Voyant Tools e R na Análise Literária à Distância em Língua Portuguesa | 2026 | https://periodicos.ifg.edu.br/cehd/article/view/2103 | Portuguese |
| Paulo, Lucas dos Santos de & Rabello, Rodrigo | Livro, documento e intencionalidades: visualização temática em periódicos brasileiros em Ciência da Informação | 2023 | https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8674821 | Portuguese |
| Amorim, Ana Karolina Alves & Rabello, Rodrigo | Materialidade do livro: mapeamento e visualização temática na literatura em Ciência da Informação | 2022 | https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8670863 | Portuguese |
| Simões, Lincon Rodrigues Dias & Ciasca, Maria Isabel | Um Estudo Sobre a Declaração de Missão das Universidades Federais Brasileiras | 2023 | https://seer.ufrgs.br/index.php/rbpae/article/view/123018 | Portuguese |
| Mpouli, Suzanne | Visualiser des textes en humanités numériques [workshop – Université Paris-Nanterre] | 2021 | https://hal.science/hal-03479616v1 | French |
| Rachele Sprugnoli | Analisi dei corpora testuali con Voyant Tools | 2022 | https://www.researchgate.net/publication/359090995_Analisi_dei_corpora_testuali_con_Voyant_Tools | Italian |
| Wachyudi, K. | Penggunaan Voyant Tools Dalam Analisis Bahasa Inggris Akademik | 2022 | https://jurnal.uhn.ac.id/index.php/jetal/article/download/1951/828 | Indonesian |
| Goldsmidt, Julieta Yasmín | Voyant Tools en el análisis de letras de canciones (Academia.edu version) | 2021 | https://www.academia.edu/88939339/Voyant_Tools_en_el_an%C3%A1lisis_de_letras_de_canciones | Spanish |
| Elias Malete | Ideational Analysis and Integration of African Folktale in Science, Technology, and Education | 2025 | https://doi.org/10.55492/dhasa.v6i02.6748 | English |
| Author(s) Name | Project/Paper Title | Year | Link | Language |
| Gianluca Coeli, Pere Soler-Masó, Anna Planas-Lladó | Tracing neoliberal discourse in school documentation: The analysis of educational projects in Barcelona state schools | 2024 | https://journals.sagepub.com/doi/10.1177/14782103241280569 | English |
| Djemil Yasmina | Digital Textual Analysis in Historical Research: Unveiling Interest Group Influence on United States Foreign Policy with Voyant Tools | 2024 | https://drive.google.com/file/d/1qsr3w54kfdqhkwdXQ685J5w9dc0lK-0Q/view?usp=sharing | English |
| Stéfan Sinclair & Stephanie Posthumus | Reading environment(s): digital humanities meets ecocriticism | 2014 | https://doi.org/10.1080/14688417.2014.966737 | English |
| Laura Estill | Digital Text Analysis and Early Shakespeare Bibliography: Using Voyant Tools with Bad OCR | 2025 | https://doi.org/10.16995/dscn.18897 | English |
| Dahlia Davis | Study on Impact of International Society’s Humanitarian Aid on North Korea’s Rights for Persons with Disabilities | 2025 | https://dcollection.yonsei.ac.kr/srch/srchDetail/000000560186 | Korean |
| Nausica Marcos Miguel | Using Voyant-Tools to enhance learners’ reflections on their writing | 2022 | https://www.researchgate.net/publication/364304418_Using_Voyant_Tools_to_enhance_learners’_reflections_on_their_writing | English |