Civil Services intelligence
UPSC
Union Public Service Commission CSE
PYQ theme clustering across GS papers with current-affairs linkage and optional-subject pattern previews.
Demo preview
This exam pipeline is not uploaded yet, so the page uses demo previews until local outputs are added.
GS Paper IGS Paper IIGS Paper IIIGS Paper IV
PYQs
2,680
Topics
110
Years
2011-2024
Polity and Governance89%
89%
Modern History76%
76%
Environment and Ecology82%
82%
Trend cards
Recent signal preview
Demo preview metadata demonstrates how Statstrive will communicate topic shifts after this pipeline is uploaded.
High-probability topic preview
Polity and Governance is currently the highest demo preview signal.
Topic frequency mini chart
Frequency shifts are shown as transparent weighted signals.
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UPSC topic frequency
Synthetic trend chart
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