Users can access all of our database by going to our website, in which they could enter a musician, track, or word to locate considerably more details about the lyrics of a song. As a disclaimer, you want to emphasize that there are inaccuracies for the original dataset hence there might occur duplicate track and artist sets into the initial dataset. We wouldn't alter the data but want to admit these discrepancies. Furthermore important to keep in mind that the lyrics provided by musiXmatch have bag-of-word format due to copyright laws restrictions from the original lyrics.Also, stemming associated with words was used to enhance the accuracy of mathematical analysis carried out from the dataset. An example of an appealing figure that an expert could investigate because of the information that we provide is the phase frequency-inverse document volume (tf-idf) property value a word. The tf-idf provides an even more precise depiction on the topic for the tune by weighting the significance of each term by the relevance instead of regularity into the dataset. Such as, your message “I” is the most well-known term in our dataset; subsequently, the relevance is trivial considering the fact that it's very prominent amongst all tracks. a phrase that is not favorite within the dataset, such “meadow” (#4824), could be significant whether it appears multiple times in a song. Determining this importance per song in our database is actually a future goal that individuals plan to apply.