The Amazon Biome in Messages: Topic Explorer
The "Amazon Biome in Messages: Topic Explorer" presents results from a multilingual topic modeling analysis of Telegram messages about the Amazon Biome. The dashboard is part of the research project The Amazon Biome in Messages, which aims to investigate how debates concerning the Amazon Biome are f...
| Autores principales: | , |
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| Formato: | Website |
| Lenguaje: | Inglés Portugués Español |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/179847 |
| _version_ | 1855542640906338304 |
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| author | Ruscica, Giosue Carneiro, Bia |
| author_browse | Carneiro, Bia Ruscica, Giosue |
| author_facet | Ruscica, Giosue Carneiro, Bia |
| author_sort | Ruscica, Giosue |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | The "Amazon Biome in Messages: Topic Explorer" presents results from a multilingual topic modeling analysis of Telegram messages about the Amazon Biome. The dashboard is part of the research project The Amazon Biome in Messages, which aims to investigate how debates concerning the Amazon Biome are framed and disseminated within public Telegram channels in English, Portuguese, and Spanish.
The datasets were created with TeleCatch, filtered with the terms amazon and amazonian, and analyzed with BERTopic. The dashboard presents multilingual analyses in three separate tabs (English, Portuguese, Spanish). The current version of the dashboard is exploratory and still a work in progress. Future research will refine the analysis and develop comparative models across languages. |
| format | Website |
| id | CGSpace179847 |
| institution | CGIAR Consortium |
| language | Inglés Portugués Español |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | CGSpace1798472026-01-14T19:32:55Z The Amazon Biome in Messages: Topic Explorer Ruscica, Giosue Carneiro, Bia climate climate change social media natural language processing The "Amazon Biome in Messages: Topic Explorer" presents results from a multilingual topic modeling analysis of Telegram messages about the Amazon Biome. The dashboard is part of the research project The Amazon Biome in Messages, which aims to investigate how debates concerning the Amazon Biome are framed and disseminated within public Telegram channels in English, Portuguese, and Spanish. The datasets were created with TeleCatch, filtered with the terms amazon and amazonian, and analyzed with BERTopic. The dashboard presents multilingual analyses in three separate tabs (English, Portuguese, Spanish). The current version of the dashboard is exploratory and still a work in progress. Future research will refine the analysis and develop comparative models across languages. 2025-11-10 2026-01-14T19:32:54Z 2026-01-14T19:32:54Z Website https://hdl.handle.net/10568/179847 en pt es Open Access Ruscica, G.; Carneiro, B. (2025) The Amazon Biome in Messages: Topic Explorer. https://huggingface.co/spaces/labaffa/bertip |
| spellingShingle | climate climate change social media natural language processing Ruscica, Giosue Carneiro, Bia The Amazon Biome in Messages: Topic Explorer |
| title | The Amazon Biome in Messages: Topic Explorer |
| title_full | The Amazon Biome in Messages: Topic Explorer |
| title_fullStr | The Amazon Biome in Messages: Topic Explorer |
| title_full_unstemmed | The Amazon Biome in Messages: Topic Explorer |
| title_short | The Amazon Biome in Messages: Topic Explorer |
| title_sort | amazon biome in messages topic explorer |
| topic | climate climate change social media natural language processing |
| url | https://hdl.handle.net/10568/179847 |
| work_keys_str_mv | AT ruscicagiosue theamazonbiomeinmessagestopicexplorer AT carneirobia theamazonbiomeinmessagestopicexplorer AT ruscicagiosue amazonbiomeinmessagestopicexplorer AT carneirobia amazonbiomeinmessagestopicexplorer |