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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. Valuable customer data from these tools is combined, aggregated, and enriched with subscription data from ChartMogul. We used our daily AWS RDS snapshots and loaded them daily to Snowflake tables.

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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.