11. Cycle Test Performance Analytics

Total Classes Analysed

Data Source

Focus

Subject-wise

Status

Ready

Recommended Dashboard Structure

Class-wise Subject Average Comparison
Best Performing Subject by Class
Weakest Subject by Class
Students Below Passing Benchmark
Subject Toppers
Intervention Watchlist

Data Loaded from Workbook

Sheet	Status
Class IX	Available
Class X	Available
Class XII SC	Available
Class XII COM	Available

Next Step

The uploaded workbook has non-uniform layouts across sheets. For production-quality analytics, the marks need to be normalized into a single table format (Student, Class, Subject, Marks). Once standardized, charts and intervention trackers can be generated automatically.