MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
Is your feature request related to a problem? Please describe.
Create a solution for analyzing tweets to gain insights and understand public sentiments on a specific topic or brand.
Describe the solution you'd like
Collect tweets related to the target topic or brand using Twitter API or web scraping. Preprocess the tweet data by removing noise, hashtags, and mentions. Apply sentiment analysis and topic modeling techniques to extract sentiments and identify prevalent themes in the tweets. Use the results to understand public opinions, identify potential issues, and improve the brand's reputation and services.
Describe alternatives you've considered
Use different models and check which one is efficient.
Exploring the ways to consider tweets in Local Languages.
Detecting bots account by analyzing their tweets.
Additional context
No response
Code of Conduct
[X] I agree to follow this project's Code of Conduct
Is your feature request related to a problem? Please describe.
Create a solution for analyzing tweets to gain insights and understand public sentiments on a specific topic or brand.
Describe the solution you'd like
Collect tweets related to the target topic or brand using Twitter API or web scraping. Preprocess the tweet data by removing noise, hashtags, and mentions. Apply sentiment analysis and topic modeling techniques to extract sentiments and identify prevalent themes in the tweets. Use the results to understand public opinions, identify potential issues, and improve the brand's reputation and services.
Describe alternatives you've considered
Additional context
No response
Code of Conduct