Please use this identifier to cite or link to this item:
http://hdl.handle.net/10609/138932
Title: | Análisis de la depresión y la ansiedad causadas por un aborto usando datos de Twitter |
Author: | Planas Simón, Laura |
Tutor: | Subirats, Laia Cirillo, Davide |
Others: | Prados Carrasco, Ferran |
Abstract: | The generalized lack of support from healthcare professionals in the posterior weeks after a woman has suffered a miscarriage has caused women to seek the needed support and information in the online community. For this reason, an increase in activity on social networks has been observed, where women have begun to share their experiences after having suffered a miscarriage. The aim of this project has been to extract data from Twitter related to the psychological effects that a miscarriage may have caused a woman, to then apply sentiment analysis and topic extraction. With around 19,000 extracted tweets it has been possible to determine if a relationship between having an abortion and suffering a negative impact on mental health, such as anxiety or depression, exists. In addition, the results have allowed an in-depth comprehension of the conversation around pregnancy loss. Finally, the results have been represented in a suitable visualization for easy comprehension and divulgation. |
Keywords: | Twitter mental health abortion |
Document type: | info:eu-repo/semantics/masterThesis |
Issue Date: | 25-Jan-2022 |
Publication license: | http://creativecommons.org/licenses/by-nc-nd/3.0/es |
Appears in Collections: | Trabajos finales de carrera, trabajos de investigación, etc. |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
lplanassTFM0122presentacion.pdf | Presentación del TFM | 971,36 kB | Adobe PDF | View/Open |
lplanassTFM0122memoria.pdf | Memoria del TFM | 2,21 MB | Adobe PDF | View/Open |
Share:
This item is licensed under a Creative Commons License