FinSight
Earnings Intelligence
GICS Sectors · Walk-forward 2021–2024

Sector Analysis

Does the NLP signal vary across sectors? Short answer: dramatically. Energy IC = +0.31 vs Technology IC ≈ 0. Consistent with efficient market theory by sector.

+0.311
Energy IC
83× stronger signal than Technology (IC ≈ 0.004)
Consistent with efficient market hypothesis by sector
IC by Sector
Error bars = ±1 standard deviation across test years
Full Sector Ranking
RankSectorIC MeanIC StdAUCAvg NSignal
Why Each Sector Behaves This Way