SF

  1. SF1: Posts with #AI on Instagram receive 23% more likes than Twitter, but Reddit shares are higher.

    • Data: Instagram avg. likes = 245.3 vs. Twitter’s 215.7 (Sheet4).

  2. SF2: Negative sentiment posts about #MachineLearning get 15% fewer shares than positive ones.

    • Filter: Compare sentiment-based shares in Sheet1.

  3. SF3: #Python is the most frequent hashtag (128 posts), but #DataScience has the highest avg. shares (105.8).

    • Data: Sheet3 totals and Sheet4 hashtag performance.

  4. SF4: Reddit dominates discussions on #DataScience, with 40% more posts than Instagram.

    • Compare: Platform-specific counts in Sheet4.

  5. SF5: Posts asking for resources (e.g., "Can anyone recommend...") have 30% more engagement than opinion posts.

    • Method: Categorize "Post Content" in Sheet1 and calculate avg. likes/shares.