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

Table 1

Head of the dataset.

	From date	To date	PM2.5	PM10	WS	WD	AT
0	01-01-2017 00:00	01-01-2017 01:00	162	227	0.93	127.25	14.5
1	01-01-2017 01:00	01-01-2017 02:00	165.17	226.17	0.51	103.5	13.66
2	01-01-2017 02:00	01-01-2017 03:00	176.67	215.33	0.79	96.92	13.31
3	01-01-2017 03:00	01-01-2017 04:00	150.67	177.5	1.13	106.75	13.54
4	01-01-2017 04:00	01-01-2017 05:00	129.5	174.5	0.31	197.25	12.91
5	01-01-2017 05:00	01-01-2017 06:00	145	286	0.3	155.33	12.29