Data-Driven Flowchart
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This template system outlines a data-driven process that runs throughout the entire business decision-making process, aiming to help data analysts, product managers, and business operations personnel clearly understand the complete data journey from acquisition to value transformation. The template uses "data flow" as its main theme, breaking down the process into several key stages, including data acquisition and access, data cleaning and preprocessing, data storage and management, data analysis and mining, data visualization, and insight-based business actions and feedback loops. Each stage covers core elements such as inputs and outputs, key nodes, technical tools, decision-making, and anomaly handling. Through a standardized flowchart structure, it ensures a clear path for understanding the data-driven logic, traceable nodes, and verifiable loops, avoiding breakpoints or information silos, and providing systematic guidance for building data pipelines, designing analytical products, and optimizing operational strategies.
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Initialization failed
Hardware layer: STM32F407 main control
Ultrasonic median filtering
Task scheduling and execution
Rudder angle mapping control
Application layer FreeRTOS multitasking
Software driver layer: peripheral initialization
System output
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Successful
Begin
Peripheral initialization Success?
Incremental PID closed loop speed regulation
Core algorithm layer
MQTT data package
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