: Your Instagram profile must be set to "Public" for the tool to access the story data. Story Link
Bot detection metrics (10 marks) a. Describe three algorithmic approaches commonly used to detect fake or bot followers on social platforms. For each, explain the features used and the statistical or machine learning technique applied. b. One commonly used heuristic flags accounts that perform N follows/unfollows per hour. Given a dataset of follower activity timestamps for an account, describe an algorithm to compute average follow actions per hour and a statistical test to decide whether the behavior significantly exceeds a benign baseline rate λ0 = 2 follows/hour. Include formulas and an example calculation for a sample of 240 follow events recorded over 30 days. igtools enquete
Navigate to igtools.net . While the site is known for followers, its "Story Views" and "Auto Vote" features are used here. : Your Instagram profile must be set to
Using automated responses to "Enquete" stickers to trick the Instagram algorithm into thinking a post is highly viral, which can help it reach the Explore Page . For each, explain the features used and the
Leo looked at his phone. He was at 100k followers now. A brand had already DM’d him about a contract. His dream was sitting in the palm of his hand, vibrating with the pulse of a hundred thousand strangers.
While legitimate marketing platforms (like Hootsuite or Buffer) allow for story scheduling, they do not support "vote bots" because they adhere to Instagram's API rules.
| Risk Type | Description | |-----------|-------------| | | Fake login pages can steal your Instagram password. | | Account Takeover | Scammers may change your password and email, locking you out. | | Malware | Some links lead to malicious downloads. | | Data Harvesting | Your IP address, browser info, and social graph may be collected. |