American Ninja Warrior Obstacles

Description: list of all American Ninja Warrior Obstacles in Seasons 1-10


Processing: data was already in a clean format, a few column titles were changed


  • Season (numerical): what season the obstacle appeared in
  • Location (string): city or region of the season
  • Round/Stage (string): round or stage that the obstacle appeared in
  • Obstacle Name (string): official name of the obstacle
  • Order (numerical): the order the obstacle appeared in during the challenge

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