Can you suggest some interesting and unique data analysis projects for beginners?

Analyze public datasets like Netflix viewership or Spotify streaming stats. Or scrape social media for sentiment analysis on trending topics.

Definitely analyze some public datasets to start - the Netflix and Spotify ideas are great. You could look at which shows/songs are most popular in different regions. Twitter is awesome for sentiment analysis too - maybe track how people are feeling about current events or big product launches over time. Just find a topic you're interested in and dive into the data!

Definitely check out Kaggle for a huge collection of public datasets on all kinds of topics. You could analyze NYC taxi trip data to find interesting patterns, or maybe look at Amazon review datasets for sentiment analysis. The key is to find a dataset on a topic you're genuinely interested in exploring!