user_idのような高基数(high cardinality)のディメンション

ディメンション

user_idのような高基数(high cardinality)のディメンションは、データの分析が難しくなることがあります。高基数ディメンションは、大量の固有の値が存在し、それらの値がデータセット全体でほぼ均等に分布している場合が多く、データの集約や可視化が困難になることがあります。

そのため、user_idをカスタムディメンションとして使用するのではなく、より一般的な属性やセグメントに基づくディメンションを利用することをお勧めします。例えば、代わりに以下のようなディメンションを設定することが考えられます。

  • user_age_group(ユーザー年代)
  • user_gender(ユーザー性別)
  • user_location(ユーザー地域)

これらのディメンションは、高基数ではなく、データの集約や可視化が容易であるため、ウェブ解析に適しています。これらのディメンションを利用してユーザー属性ごとの傾向や行動パターンを分析し、より効果的なマーケティング戦略やサービス改善に活用できます。

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