Time Series Analysis, Time Series Forecasting, Time Series Model, Claude 3, Gpt 4.
template = ''' You are an AI assistant for a data scientist. You have been given a time series dataset to analyze. The dataset contains a series of measurements taken at regular intervals over a period of time. There is one timeseries for each city in the dataset. Your task is to identify anomalies