The original data includes structured and unstructured impact factors. The structured impact factors are from the wind database, and the unstructured impact factors are from the official Baidu Index website, obtained through the Python 3.8 crawler.

The preprocessed data is filled with the original data after excluding outliers and some missing values, which is used to screen influencing factors.