Time series analysis in pandas requires datetime objects. Using pd.to_datetime converts date strings or object columns into datetime format, allowing resampling, aggregation, and filtering, which improves accuracy and efficiency in Python data processing. https://docs.vultr.com/python/third-party/pandas/to_datetime