Time Series Analysis, Time Series Forecasting, Time Series Model, Claude 3, Gpt 4.
random noise, ranging from 20–30% of the data range, to simulate real-world scenarios. The LLMs were tasked with detecting these movements above a specific percentage threshold and identifying the city and date where the anomaly was detected. The data was included in this prompt template: basic