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

Table 6

Ratio of star reviews when vine = y.

Product	Total review	Review number (vine = y)	Star_rating	Sum	Proportion
Hair_dryer	1615	19	3	2	0.11
			4	8	0.42
			5	9	0.47
Microwave	11470	179	2	3	0.02
			3	20	0.11
			4	51	0.28
Pacifier	18937	148	1	14	0.1
			2	6	0.04
			3	14	0.09
			4	43	0.29
			5	71	0.48