What is the relationship between initiative and marketing in the context of the input sentence. Choose an answer from: product/material produced; manufacturer; distributed by; industry; position held; original broadcaster; owned by; founded by; distribution format; headquarters location; stock exchange; currency; parent organization; chief executive officer; director/manager; owner of; operator; member of; employer; chairperson; platform; subsidiary; legal form; publisher; developer; brand; business division; location of formation; creator.

Revenue from marketing services was $47.2 million in the first half of 2020, an increase of 3.3% from $45.7 million in the corresponding period of 2019, mainly due to the growth of the company’s new initiative such as live broadcastings, etcetera.

Answer: industry