今天分享一個很有趣的數據可視化項目，圖中顯示的是美國歌星Taylor Swift每張專輯和每首歌曲中詞匯的使用頻率。左側Album列是各個專輯，右側Word則是歌詞中的各個詞匯，將鼠標停留在該列可以逐一顯示每個詞匯。最上方是5個高頻詞的統計，不同的顏色代表不同的專輯。
Today I’d like to share an interesting data visualization project that shows how often American singer Taylor Swift uses words from each album and each song. The left Album column shows each album, while the right Word column shows each word in the lyrics. At the top is a count of 5 high frequency words, with different colors for different albums.

可以看到，Taylor Swift在她的歌曲歌詞中使用了近500次 "愛 "這個詞，單獨在《1989》這張專輯里就用了超過150次；其次是time，wanna，baby，stay。相信常聽她的歌的歌迷一定能隨口唱出幾句包含這些詞匯的歌詞。
As you can see, Taylor Swift uses the word “love” nearly 500 times in the lyrics of her songs, and over 150 times on the album 1989 alone; followed by “time”, “wanna”, “baby”, and “stay”. Fans who listen to her regularly will be able to sing a few lines containing these words.

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