Instagram Comment Toxicity Analysis

Analysis based on 5 comments from Instagram post

Overall Toxicity Score

65/100

High concern - Requires immediate moderation

Individual Comment Analysis

"You're such a pathetic loser, nobody cares about your stupid posts"

Score: 85

Flagged Content:

pathetic loser stupid

Context: Direct insult with no humorous or sarcastic indicators

"This is amazing! Great work as always 🙌"

Score: 0

Flagged Content:

No toxic content detected

Context: Positive engagement and encouragement

"I hate how you always try to show off. Get a real job!"

Score: 60

Flagged Content:

hate show off

Context: Negative personal criticism with aggressive tone

Detailed Findings

Types of Toxicity Detected

Hate Speech:
Insults:
Aggression:
Bullying:

False Positive Considerations

2 comments were flagged with low confidence (20-35%) and may be false positives due to:

Use of slang terminology
Ambiguous context
Cultural expressions

Moderation Recommendation

Action Needed: Remove

Priority Level: High

Reasoning:

The comment thread contains multiple instances of targeted harassment, with 60% of analyzed comments containing high-toxicity language directed at the post creator. The highest-scoring comment (85/100) includes derogatory name-calling and dismissive language that violates community guidelines around respectful communication.

Summary Report

Total Comments

5

Flagged Comments

3

High Severity

2

Most Problematic Elements:

Direct personal insults targeting the creator's character
Aggressive language encouraging negative self-image
Dismissive comments designed to devalue content

Overall Assessment:

This post is experiencing a moderate-to-high level of toxic engagement that requires prompt moderation. 60% of comments contain harmful language, with particular focus on personal attacks. Recommend removing the two highest-severity comments and monitoring the thread for further escalation.

Analysis performed using advanced NLP techniques • Sensitivity Level: High

Instagram Comment Toxicity Checker