Add streamlit web app version of sentiment analysis project

[pragya-manna]

Description

The project currently runs as a Jupyter Notebook, which requires users to execute notebook cells and interact through terminal inputs. Adding a Streamlit interface would make the project more accessible by providing an interactive web application.

Proposed Changes

• Create a new app.py using Streamlit.
• Allow users to enter a movie name through a text input.
• Provide a dropdown to choose the sentiment analysis library (TextBlob, VADER, etc).
• Display movie details, posters, and sentiment analysis results in a user-friendly interface.
• Visualize sentiment distribution using interactive charts.
• Show individual reviews along with their predicted sentiments.
• Add instructions to the README for running the Streamlit application.

Benefits

• Improves user experience with an interactive UI.
• Makes the project easier to demonstrate and use.
• Preserves the existing Jupyter Notebook while providing an alternative interface.
• Encourages wider adoption by users unfamiliar with Jupyter Notebooks.

[pragya-manna]

/assign

[github-actions]

This issue has been assigned to pragya-manna!
It will become unassigned if it is nott closed within 12 days. A maintainer can also add the pinned label to prevent it from being unassigned.

[github-actions]

Found a similar issue #1435. Please explain the differences if you feel the bot made a false positive.

[pragya-manna]

I believe this issue is different from the linked one. This proposal is specifically about adding a Streamlit interface to this project, while the referenced issue focuses on adding a complete new project which is end to end.

[github-actions]

This pull request (#2203) is linked to this issue.