As one of the most severe and high-impact weather phenomena, tornadoes their long-term frequency trends have received lots attention from both scientific community public. Here, we show that over last six decades (1954–2018), U.S. (E)F1 a statistically significant upward trend but (E)F2–E)F4 downward based on solid analyses three independent methods robust verifications reported tornado data us...