Preference Analysis
Insights into Avani's likes and dislikes based on question analysis, with privacy protection
Sentiment Distribution
Key Insight:
Avani's questions show predominantly positive sentiment (65%), indicating strong engagement and curiosity.
Topic Distribution
Key Insight:
Science topics dominate Avani's questions (35%), followed by animals (20%) and space (15%).
Top Preferences Summary
Top Likes
Top Dislikes
Keyword Extraction
We analyze each question to identify key topics, subjects, and themes using natural language processing.
Frequency Analysis
Topics that appear frequently in questions are tracked and ranked to identify patterns of interest.
Sentiment Analysis
We evaluate the emotional tone of questions to determine if Avani has positive, negative, or neutral feelings about topics.
Privacy Note: All analysis is performed on-device and no raw question data is stored long-term. Only aggregated insights are saved to protect Avani's privacy while providing valuable insights.For privacy protection, we never display the actual questions asked by your child.