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.
Generate a detailed demand forecast using advanced time series methods, identifying trends and seasonality.
Generate a robust framework for assessing and optimizing sales pipeline health, identifying bottlenecks, and recommending improvements for faster deal progression.
Identify and analyze sudden shifts or unexpected trends in ad campaign performance data, suggesting potential root causes and investigative steps.