Potential Trend for Online Shopping Data Based on the Linear Regression and Sentiment Analysis

Table 7

Ratio of star reviews when vine = n.

Product	Total review	Review number (vine = y)	Star_rating	Sum	Proportion
Hair_dryer	1615	1596	1	402	0.25
			2	112	0.07
			3	132	0.08
			4	292	0.19
			5	658	0.41
Microwave	11470	11291	1	1032	0.09
			2	636	0.06
			3	979	0.09
			4	2045	0.18
			5	6599	0.58
Pacifier	18937	18744	1	1182	0.06
			2	939	0.05
			3	1410	0.08
			4	2664	0.14
			5	12549	0.67