Generate a detailed methodology for detecting anomalies in time series sales data, including statistical methods and visualization techniques.
Task: generate a summary of a video. Input: [video title], [video transcript], [length of summary: e.g., 100 words, 200 words] Instruction: summarize the video transcript, focusing on the main topics and key takeaways. The summary should be concise and informative, providing a clear overview of the video's content. Adhere to the specified length constraint.
Analyze provided data to identify potential seasonal patterns or cyclical trends.
Utilize this prompt to analyze historical sales data, identify key trends, seasonality, and growth patterns for strategic sales planning and future predictions.
Perform a systematic root cause analysis for identified data anomalies, pinpointing contributing factors and suggesting corrective actions to prevent recurrence.
