Kentucky Derby winners, 1896-2011. Starters is the number of horses that started the race, NetToWinner is the net winnings in dollars; Time is the winning time in seconds; Speed is the winning average speed, in miles per hour; Track is a categorical variable describing track con- DISPLAY 9.20 ditions, with seven categories: Fast, Good, Dusty, Slow, Heavy, Muddy, and Sloppy: Conditions is a two-category version of Track, with categories Fast (which combines categories Fast and Good from Track) and Slow (which combines all other categories of Track); partial listing. Year Winner Starters NetToWinner Time Speed Track Conditions 1896 Ben Brush 8 4,850 127.75 35.23 Dusty Fast 1897 Typhoon II 6 4,850 132.50 33.96 Heavy Slow 1898 Plaudit 4 4,850 129.00 34.88 Good Fast 1899 Manuel 5 4,850 132.00 34.09 Fast Fast 1900 Lieut. Gibson 7 4,850 126.25 35.64 Fast Fast 2011 Animal Kingdom 20 2,000,000 122.04 36.87 Fast Fast