Identified the five oldest users on Instagram who have been with the platform since 2016. These loyal users are ideal candidates for exclusive rewards and retention strategies.

Discovered 26 inactive users who have never posted content. These users represent a significant opportunity for re-engagement campaigns through targeted promotions and content encouragement.

Analysis revealed that Thursday and Sunday are the most popular days for new user registrations (16 each), making them ideal for launching new ad campaigns to maximize reach and engagement.

Identified Zack_Kemmer93 as the contest winner with 48 likes on a single photo. Recognizing such high-performing content helps drive engagement and encourages participation in future campaigns.

The most popular hashtags were identified, with #smile leading at 59 uses. These trending hashtags are valuable for brand partnerships to increase content visibility.

The average user posts 2.57 photos, with a total of 257 photos across 100 users. This indicates a healthy level of user engagement and content creation.

Identified 13 potential bot accounts that liked every single photo on the platform (257 likes each). These accounts should be reviewed to maintain platform integrity.

1. Implement a loyalty program targeting the oldest users to increase retention
2. Launch re-engagement campaigns for inactive users with content creation incentives
3. Schedule major marketing campaigns for Thursdays and Sundays when user activity peaks

1. Promote trending hashtags to brands for sponsored content opportunities
2. Highlight high-performing content like the contest winner to encourage participation
3. Develop content creation guides focusing on popular themes (smiles, beaches, parties)

1. Review and potentially remove identified bot accounts to maintain authentic engagement
2. Implement safeguards to detect and prevent future bot activity
3. Monitor average posts per user as a key health metric