Explore the radiant dynamics of our star with the "Solar Flare Dataset" from NASA research team, a curated collection of solar event data spanning more than a decade, from 2004 to 2016. This dataset is meticulously organized into three key segments for targeted analysis: the complete filtered dataset (df_filter) covering comprehensive records from 2005 to 2016, and two subset intervals highlighting specific biennial snapshots from 2004 to 2005 and 2015 to 2016. Each subset is designed to facilitate comparative studies across different solar cycles and intensities of solar activity. Researchers, astrophysicists, and data enthusiasts can delve into the intricacies of solar flare occurrences, examining patterns, frequencies, and magnitudes. Whether you aim to predict future solar phenomena, analyze the progression of solar cycles, or understand the impact of solar flares on space weather, this dataset provides a robust foundation for your investigative pursuits in the cosmic realm of solar events.