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The backtest results indicate that DLTR's earnings beats produce mixed short-term outcomes with limited early gains, but a notable positive return of 4.93% over 30 days and a maximum 7.14% return by day 39. In contrast, the broader Broadline Retail Industry shows minimal impact from earnings beats, with a max return of only 1.45% around day 5. This suggests that while DLTR benefits from earnings surprises over a longer horizon, the industry overall experiences muted responses. Investors may consider a longer-term approach when trading DLTR post-earnings beat for better returns.