The table named Spotify Million Song Dataset has 57,650 rows and 4 columns, with column names 'artist', 'song', 'link', and 'text', all of which are of string type. It provides a comprehensive collection of data that can be analyzed to gain insights into various aspects of the songs in the Spotify library.