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The Shooting Star was obtainable in Season 22. "Visiting America" by being in the top 2% when the season ended.
Shooting Star while being a somewhat recent drift, is already starting to become rarer to find as compared to before. Being pretty similar in rarity to other items at common such as Aquatic or Glacier.