A Machine Learning Approach for Environmental Assessment on Air Quality and Mitigation Strategy

Table 3

Statistical information of the dataset.

	PM2.5	PM10	WS	WD	AT
Count	32413.000000	32413.000000	32413.000000	32413.000000	32413.000000
Mean	144.382056	305.896467	0.925494	194.098125	26.235772
Std	132.115717	208.465311	0.901458	77.963890	8.575732
Min	0.200000	1.000000	0.120000	9.000000	1.300000
25%	54.750000	155.750000	0.300000	113.750000	19.520000
50%	100.000000	257.500000	0.500000	216.750000	26.910000
75%	189.526316	403.500000	1.250000	267.000000	32.950000
Max	985.000000	1000.000000	8.360000	338.250000	47.240000