Distribution of flare events across different temperatures, masses, and spectral types. The top panels present histograms of the number of flares for stars with different effective temperatures (T_eff), masses, and spectral types. The middle panels illustrate the proportion of flare stars across these same parameters. The bottom panels presents a comparison between our results and those of Z. Yang et al. (2023); the red bars represent our results, while the blue bars correspond to the results of Z. Yang et al. (2023).