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Running Totals & Moving Averages: Real-World

Module: Window Functions

Running totals and moving averages are the backbone of financial reporting and trend analysis. Every bank statement shows running balances, every stock chart displays moving average trend lines, and every business dashboard includes cumulative metrics. Tesla uses running totals to track production milestones, Netflix uses moving averages to smooth viewership data for trend analysis, and Amazon uses both for inventory planning and sales forecasting. These calculations transform raw daily data into meaningful business insights - turning "noisy" day-to-day fluctuations into clear trends that executives can understand and act upon.