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Building a Data Engineering Stack That Boosts Scalability

Chart Mogul

In 2021, ChartMogul experienced a transformative shift in data strategy when we introduced a dedicated data engineering team. Updating the data engineering stack streamlined data processing; reducing the time and effort invested in manual data handling.

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The metrics behind Spotify’s IPO

Chart Mogul

Spotify's recent F-1 filing is packed full of metrics and insights into both consumer subscriptions and the streaming music industry. Spotify’s filing gives us a rare look into the metrics of a large-scale consumer subscription business. Spotify Co-Founder & CEO Daniel Ek. ARPA is the lifeblood of any subscription business.