Optimizing Metro Passenger Flow Prediction: Integrating Machine Learning and Time-Series Analysis with Multimodal Data Fusion

Table 2

Correlation analysis of workday and nonworkday data.

Correlation sequence	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday	Sunday
Monday	1	0.9941	0.9936	0.9923	0.9887	0.5418	0.4932
Tuesday	0.9941	1	0.9936	0.9949	0.9911	0.5537	0.5279
Wednesday	0.9936	0.9936	1	0.9938	0.9907	0.5665	0.5193
Thursday	0.9923	0.9949	0.9938	1	0.9922	0.5631	0.5209
Friday	0.9887	0.9911	0.9907	0.9922	1	0.6208	0.5837
Saturday	0.5418	0.5537	0.5665	0.5631	0.6208	1	0.9235
Sunday	0.4932	0.5279	0.5193	0.5209	0.5837	0.9235	1