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And any specific areas of the business to call out that were impacted more so than others? And as people's music taste becoming more personalized, you're seeing two things happening. Gross margin of 25.3% was above guidance by 80 basis points due primarily to lower podcast content spend, along with broad-based favorability in our core music business led by strength in Marketplace. The major player in podcasting had been doing it for 20 years and was considered the sort of unassailable leader. We're going to continue to see Marketplace growth, which will help our music gross margin. So, we do expect that Q1 will be the low point for gross margin, and we do expect for it to improve throughout the year, with hopefully a nice trajectory heading out of 2023. Overall, Q3 involved more of the same for Spotify. We feel really good about the ad stack we're building. Heres who they are and what the highest paid make, Police: Stay away from MN State Fairgrounds during emergency response training. When combined with our increased focus on speed and efficiency, we are confident in our ability to continue our double-digit top line trajectory in conjunction with improvements in profitability. Spotify Ward 1 convention ends in walk-out, no endorsement after grueling 9 1/2 hours, After six decades of arts education, founder of St. Paul-based ArtStart to retire, Reporter who fled Taliban now writes for fellow refugees in St. Paul, make St. Pauls city leadership more racially and ethnically reflective, Jason Sole director of the mayors Community-First Public Safety Initiative said he was forced to resign, Why hemp farmers worry about MN legalizing cannabis, Five questions Wild must answer this offseason, Minnesota Senate passes bill to legalize recreational marijuana, For sale: A green thumb's house on Summit Avenue (with a conservatory! It's time for Spotify management to begin to "walk the walk" rather than "talk the talk".
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