Most used names in song titles

This campaign utilised a data set that contained the title and artist of over two milllion songs from spotify. After removing 'Ft.' and 'Feat' and subsequent text we used NLP (Natural Language Processing) and tokenized each word before analysing the frequency of each word and using Named Entity Recognition to label the proper nouns. From this we were able to rank the top male and female names mentioned in song titles.