clustering movie data from imdb issue #153

[Roverbk]

#153
[clustering movie data from imdb issue]

Description
1.We scrape IMDb data including movie titles, ratings, and summaries using BeautifulSoup
2.We use TF-IDF vectorization to convert the movie summaries into numerical feature vectors.
3.We apply K-means clustering to group the movies into clusters based on their summaries.
4.We use PCA for dimensionality reduction to visualize the clusters in a 2D space.

Type of PR

• Bug fix
• Feature enhancement
• Documentation update
• Other (specify): _______________

Checklist:

• I have performed a self-review of my code
• I have read and followed the Contribution Guidelines.
• I have tested the changes thoroughly before submitting this pull request.
• I have provided relevant issue numbers, screenshots, and videos after making the changes.
• I have commented my code, particularly in hard-to-understand areas.

Co-authored-by: Mercia Jeno mercia.jeno@gmail.com
Co-authored-by: Bhakti Kalyankasture kalyankasturebhakti@gmail.com

[Roverbk]

@sanjay-kv Can you merge it.
attaching link: #108