Prediction of New Media Information Dissemination Speed and Scale Effect Based on Large-Scale Graph Neural Network

Table 1

Dataset information statistics table.

Post–papers edges T	Dataset		Weibo_			HEP-PH
	All		119313			34546
	All		8466858			421578
		1 hour	2 hours	3 hours	3 years	5 years	7 years
Cascades	Train	25145	29515	31780	3458	3467	3478
	Val	5386	6324	6810	837	839	848
	Test	5386	6324	6810	837	839	848
Avg.nodes	Train	28.58	29.3	29.48	5.27_	5.27_	5.27_
	Val	28.71	29.47	29.69	4.32_	4.93_	4.27_
	Test	29.11	29.77	30.21	4.91_	4.27_	4.28_
Avg.nodes	Train	27.78	28.54	28.74	4.27_	4.27_	4.27_
	Val	27.91	28.7	28.94	3.31_	3.93_	3.95_
	Test	28.32	29.01	29.48	3.91_	3.27_	3.28_