carbon price prediction

Citation Author(s):
Shuping
Wang
Submitted by:
Shuping Wang
Last updated:
Thu, 06/20/2024 - 07:43
DOI:
10.21227/7m8g-cn91
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Abstract 

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.

The multi-source influencing factors are the fusion of structured and unstructured influencing factors after screening, which is used for time delay estimation.

Time-delay data is the data after time delay estimation and is used for prediction.

Instructions: 

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.

The multi-source influencing factors are the fusion of structured and unstructured influencing factors after screening, which is used for time delay estimation.

Time-delay data is the data after time delay estimation and is used for prediction.