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Building a Data Engineering Stack That Boosts Scalability

Chart Mogul

The challenge The solution Data warehouse ETL processes How we visualize data Future plans, closing thoughts The challenge: why we needed a data engineering team ChartMogul integrates with various billing systems, normalizes and aggregates the received data, and then visualizes SaaS metrics into charts and tables.

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The metrics behind Spotify’s IPO

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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. Average Revenue Per Account (ARPA).