This project aims to delve into people's sentiments regarding the use of AI for therapy. To accomplish this, I gathered posts and comments pertaining to this subject from Reddit-Chatgpt, spanning from November 2022 to July 2023. In total, I acquired 227 submissions related to therapy chatbots, along with a total of 16,814 comments.
For the overall sentiment analysis, I employed the Twitter-roberta model from HuggingFace, which can be accessed here: <https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment-latest>.
In this project, I utilized PyABSA for aspect-based sentiment analysis, a valuable tool available at this GitHub repository: https://github.com/yangheng95/PyABSA
Below, you'll find the results of my analysis:
![Screenshot 2023-09-14 at 23 44 55](https://private-user-images.githubusercontent.com/124171401/268118603-08e9709f-a11a-42ae-a333-401b5add7706.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjQ0MjE2MTUsIm5iZiI6MTcyNDQyMTMxNSwicGF0aCI6Ii8xMjQxNzE0MDEvMjY4MTE4NjAzLTA4ZTk3MDlmLWExMWEtNDJhZS1hMzMzLTQwMWI1YWRkNzcwNi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODIzJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgyM1QxMzU1MTVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0yMmI1MDM0OTM0MjEwYmExN2Q5NTlmYTE4MGNhOGEzNTY1NDBhMDc1MThkOWRkMGM0ZTI3ZmMxMzE1YjgzMTYzJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.I_XO2208ywwJyoFeRHoUnNcGPfDnt9wFFXOkHSR1yfY)