Christine Hung, Head of Data Solutions at Spotify, shares performance metrics from using machine learning algorithms to identify gamers for marketing campaign targeting.
“So we saw a significant increase in cross-device usage, which is what you always want. We saw a much higher engagement rate, and we were able to dramatically reduce the email opt-out rates as well, because the messaging was really relevant.”
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More from Christine Hung
AssertionSupported
Spotify listening data can accurately predict user personality traits
“We actually had some sort of collaborations with academic institutions, and, you know, we can actually pretty accurately predict people's personality just based on the data, right?”
Christine HungOct 26, 2017▶ 16:58You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
PredictionNot checkable as stated
Spotify views AI taking over music composition as years away
“We have Internal discussions about, like, what happens when machines take over, but I would say our view is that that's probably still years away.”
Christine HungOct 26, 2017▶ 19:48You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
Insight
Music streaming doesn't compete directly with social media for user attention
“The interesting thing about music is that we're actually not competing as much as you think, and that's because music is complimentary.”
Christine HungOct 26, 2017▶ 1:40You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
AssertionNot checkable as stated
Hung: Spotify streaming data enables mapping of critical user life moments
“As we start to capture different types of user behavior, we are able to start mapping out critical moments of your life.”
Christine HungOct 26, 2017▶ 7:22You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
AssertionSupported
Christine Hung: Spotify has 150M monthly active users across 60+ countries
“At Spotify alone, we now have a hundred and a hundred and fifty million active monthly users streaming from more than 60 countries.”
Christine HungOct 26, 2017▶ 1:02You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
AssertionNot checkable as stated
Spotify listeners consistently return to music from their teenage years
“Regardless of how old you are, at least on Spotify, people keep going back to the music that they came out during their high school, during their teenage years”
Christine HungOct 26, 2017▶ 12:48You Are What You Stream // Christine Hung, Spotify (FirstMark's Data Driven)
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