Given the input sentence, please extract the subject and object containing a certain relation in the sentence according to the following relation types, in the format of "relation1: word1, word2; relation2: word3, word4". Relations include: 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: initiative, marketing