rating_distribution.show()n = 25

6001000 · silver1200 · gold1400 · platinum1600 · diamond1800 · master2200

roster.head(30)9 rows · global

rankplayerelo30d Δacc

# 1·James Rivera @apex_sec242,000·89%# 2·Quinn Osei @quantum_quinn207,000·90%# 3·Sam Kowalski @full_stack_sec197,200·88%# 4·Dr. Raj Gupta @dr_adversarial155,000·87%# 5·Zara Hassan @zero_day_zara153,400·86%# 6·Elena Volkov @ciso_elena117,600·87%# 7·Jordan Lee @threat_intel_j37,400·85%# 8·Li Wei @ml_security_li37,400·85%# 9·Aisha Patel @aisha.gov37,400·85%