Date
stringlengths
10
10
City
stringclasses
7 values
PM2.5
float64
1.72
743
PM10
float64
8.22
797
NO
float64
0.11
221
NO2
float64
0.04
266
NOx
float64
0
468
NH3
float64
0.02
353
CO
float64
0
47.9
SO2
float64
0.36
194
O3
float64
0.02
258
PM2.5_SubIndex
float64
2.87
779
PM10_SubIndex
float64
8.22
859
NO_SubIndex
float64
0.14
241
NO2_SubIndex
float64
0.05
286
NOx_SubIndex
float64
0
456
NH3_SubIndex
float64
0.01
88.2
CO_SubIndex
float64
0
482
SO2_SubIndex
float64
0.45
138
O3_SubIndex
float64
0.02
309
Checks
int64
7
9
AQI_calculated
float64
25
859
AQI_bucket_calculated
stringclasses
6 values
2016-09-02
Bengaluru
23.25
72.41
4.13
21.96
0.67
40.36
0.48
4.45
22.36
38.75
72.41
5.1625
27.45
0.8375
10.09
24
5.5625
22.36
9
72
Satisfactory
2016-09-03
Bengaluru
31.08
74.7
4.38
19.42
4.38
40.4
0.51
2.9
24.83
51.8
74.7
5.475
24.275
5.475
10.1
25.5
3.625
24.83
9
75
Satisfactory
2016-09-04
Bengaluru
37.35
59.38
3.16
20.08
1.91
40.42
0.38
2.33
22.29
62.25
59.38
3.95
25.1
2.3875
10.105
19
2.9125
22.29
9
62
Satisfactory
2016-09-05
Bengaluru
22.49
51.96
2.72
25.1
1.07
40.48
0.3
2.78
23.62
37.483333
51.96
3.4
31.375
1.3375
10.12
15
3.475
23.62
9
52
Satisfactory
2016-09-06
Bengaluru
37.14
64.32
4.29
32.8
2.76
40.36
0.43
2.93
22.96
61.9
64.32
5.3625
41
3.45
10.09
21.5
3.6625
22.96
9
64
Satisfactory
2016-09-07
Bengaluru
28.89
53.47
3.55
40.9
4.13
40.83
0.53
2.85
24.81
48.15
53.47
4.4375
51.125
5.1625
10.2075
26.5
3.5625
24.81
9
53
Satisfactory
2016-09-08
Bengaluru
28.25
65.4
12.9
59.8
2.51
40.73
0.5
2.61
29.82
47.083333
65.4
16.125
74.75
3.1375
10.1825
25
3.2625
29.82
9
75
Satisfactory
2016-09-09
Bengaluru
67.75
55.92
8.49
40.18
0
27.06
0.4
3.09
22.77
125.833333
55.92
10.6125
50.225
0
6.765
20
3.8625
22.77
8
126
Moderate
2016-09-10
Bengaluru
43.95
68.24
4.78
19.99
1.38
104.81
0.57
3.55
28.99
73.25
68.24
5.975
24.9875
1.725
26.2025
28.5
4.4375
28.99
9
73
Satisfactory
2016-09-11
Bengaluru
24.72
57.37
4.12
21.18
0
43.84
0.36
3.77
22.02
41.2
57.37
5.15
26.475
0
10.96
18
4.7125
22.02
8
57
Satisfactory
2016-09-12
Bengaluru
30.49
62.86
5.69
16.07
0
21.52
0.36
5.42
31.99
50.816667
62.86
7.1125
20.0875
0
5.38
18
6.775
31.99
8
63
Satisfactory
2016-09-13
Bengaluru
23.04
48.92
5.23
12.98
1.43
43.25
0.41
9.3
44.94
38.4
48.92
6.5375
16.225
1.7875
10.8125
20.5
11.625
44.94
9
49
Good
2016-09-14
Bengaluru
13.59
45.66
3.62
21.47
2.35
43.42
0.52
2.96
36.66
22.65
45.66
4.525
26.8375
2.9375
10.855
26
3.7
36.66
9
46
Good
2016-09-15
Bengaluru
11.1
41.09
8.1
29.29
18.5
39.83
0.97
3.76
39.12
18.5
41.09
10.125
36.6125
23.125
9.9575
48.5
4.7
39.12
9
48
Good
2016-09-16
Bengaluru
32.23
57.94
10.28
32.53
65.31
13.14
0.89
7.68
22.05
53.716667
57.94
12.85
40.6625
81.6375
3.285
44.5
9.6
22.05
9
82
Satisfactory
2016-09-17
Bengaluru
41.01
79.93
8.32
25.42
5.5
5.14
0.8
4.59
36.26
68.35
79.93
10.4
31.775
6.875
1.285
40
5.7375
36.26
9
80
Satisfactory
2016-09-18
Bengaluru
30.9
80.19
7.57
33.55
0
29.26
0.51
4.13
16.27
51.5
80.19
9.4625
41.9375
0
7.315
25.5
5.1625
16.27
8
80
Satisfactory
2016-09-19
Bengaluru
26.31
49.89
4.44
30
12.86
24.8
0.25
3.38
19.1
43.85
49.89
5.55
37.5
16.075
6.2
12.5
4.225
19.1
9
50
Good
2016-09-20
Bengaluru
32.98
44.55
4.23
26.31
12.71
30.77
0.2
4.3
16.09
54.966667
44.55
5.2875
32.8875
15.8875
7.6925
10
5.375
16.09
9
55
Satisfactory
2016-09-21
Bengaluru
43.4
33.79
4.89
26.08
8.49
55.78
0.38
5.07
17.18
72.333333
33.79
6.1125
32.6
10.6125
13.945
19
6.3375
17.18
9
72
Satisfactory
2016-09-22
Bengaluru
32.46
52.66
4.99
23.58
11.01
35.92
0.52
4.53
22.04
54.1
52.66
6.2375
29.475
13.7625
8.98
26
5.6625
22.04
9
54
Satisfactory
2016-09-23
Bengaluru
26.6
103.69
6.32
21.48
8.74
120.07
0.46
5.37
16.37
44.333333
102.46
7.9
26.85
10.925
30.0175
23
6.7125
16.37
9
102
Moderate
2016-09-24
Bengaluru
39.41
102.24
7.88
29
10.48
84.68
0.52
3.87
10.98
65.683333
101.493333
9.85
36.25
13.1
21.17
26
4.8375
10.98
9
101
Moderate
2016-09-25
Bengaluru
10.22
131.33
5.23
33.14
0
27.69
0.43
4.44
10.45
17.033333
120.886667
6.5375
41.425
0
6.9225
21.5
5.55
10.45
8
121
Moderate
2016-09-26
Bengaluru
16.88
116.82
4.73
33.42
2.93
49.59
0.71
4.02
13.28
28.133333
111.213333
5.9125
41.775
3.6625
12.3975
35.5
5.025
13.28
9
111
Moderate
2016-09-27
Bengaluru
17.1
105.03
4.98
30.5
0
18.67
0.64
4.07
14.12
28.5
103.353333
6.225
38.125
0
4.6675
32
5.0875
14.12
8
103
Moderate
2016-09-28
Bengaluru
46.14
95.12
5.1
26.83
18.81
28.28
1.08
5.66
14.51
76.9
95.12
6.375
33.5375
23.5125
7.07
54
7.075
14.51
9
95
Satisfactory
2016-09-29
Bengaluru
55.24
71
5.51
26.2
25.54
36.38
1.13
4.08
15.05
92.066667
71
6.8875
32.75
31.925
9.095
56.5
5.1
15.05
9
92
Satisfactory
2016-09-30
Bengaluru
75.42
121.03
3.75
17.34
6.51
55.12
0.46
4.5
31.09
151.4
114.02
4.6875
21.675
8.1375
13.78
23
5.625
31.09
9
151
Moderate
2016-10-01
Bengaluru
65.16
100.91
8.31
22.49
4.41
55.14
0.51
4.53
12.68
117.2
100.606667
10.3875
28.1125
5.5125
13.785
25.5
5.6625
12.68
9
117
Moderate
2016-10-02
Bengaluru
296.42
102.73
14.91
30.02
0
19.43
0.61
4.77
75.58
435.707692
101.82
18.6375
37.525
0
4.8575
30.5
5.9625
75.58
8
436
Severe
2016-10-03
Bengaluru
121.02
122.73
12.34
29.19
0
17.95
0.51
4.42
15.11
300.784615
115.153333
15.425
36.4875
0
4.4875
25.5
5.525
15.11
8
301
Very Poor
2016-10-04
Bengaluru
70.57
112.72
7.54
24.24
6.39
55.41
0.49
4.57
23.06
135.233333
108.48
9.425
30.3
7.9875
13.8525
24.5
5.7125
23.06
9
135
Moderate
2016-10-05
Bengaluru
69.14
94.23
10.26
20.54
4.73
56.1
1.45
8.5
35.81
130.466667
94.23
12.825
25.675
5.9125
14.025
72.5
10.625
35.81
9
130
Moderate
2016-10-06
Bengaluru
54.75
81.36
8.6
20.33
7.29
55.42
0.55
10.84
43.57
91.25
81.36
10.75
25.4125
9.1125
13.855
27.5
13.55
43.57
9
91
Satisfactory
2016-10-07
Bengaluru
41.7
139.73
11.37
24.67
5.86
55.17
0.73
4.57
97.13
69.5
126.486667
14.2125
30.8375
7.325
13.7925
36.5
5.7125
97.13
9
126
Moderate
2016-10-08
Bengaluru
27.31
91.1
10.57
25.65
5.49
38.9
0.56
4.59
23
45.516667
91.1
13.2125
32.0625
6.8625
9.725
28
5.7375
23
9
91
Satisfactory
2016-10-09
Bengaluru
13.51
85.18
7.51
27.68
3.9
15.05
1.11
4.26
15.26
22.516667
85.18
9.3875
34.6
4.875
3.7625
55.5
5.325
15.26
9
85
Satisfactory
2016-10-10
Bengaluru
18.96
72.83
6.87
26.66
4.02
15.09
0.85
4.12
14.68
31.6
72.83
8.5875
33.325
5.025
3.7725
42.5
5.15
14.68
9
73
Satisfactory
2016-10-11
Bengaluru
14.61
70.21
6.43
24.16
5.29
15.11
0.73
3.97
15.67
24.35
70.21
8.0375
30.2
6.6125
3.7775
36.5
4.9625
15.67
9
70
Satisfactory
2016-10-12
Bengaluru
21.3
74.85
9.64
28
4.89
15.12
1.08
4.5
15.17
35.5
74.85
12.05
35
6.1125
3.78
54
5.625
15.17
9
75
Satisfactory
2016-10-13
Bengaluru
25.15
66.38
14.37
31.42
4.02
15.12
1.97
3.65
12.04
41.916667
66.38
17.9625
39.275
5.025
3.78
98.5
4.5625
12.04
9
98
Satisfactory
2016-10-14
Bengaluru
24.23
303.27
9
25.35
6.19
15.13
0.51
4.65
13.14
40.383333
253.27
11.25
31.6875
7.7375
3.7825
25.5
5.8125
13.14
9
253
Poor
2016-10-15
Bengaluru
35.18
154.1
18.71
39.16
3.44
15.02
0.2
4.22
21.95
58.633333
136.066667
23.3875
48.95
4.3
3.755
10
5.275
21.95
9
136
Moderate
2016-10-16
Bengaluru
32.41
155.04
20.35
47.09
0
31.41
0
7.07
23.11
54.016667
136.693333
25.4375
58.8625
0
7.8525
0
8.8375
23.11
7
137
Moderate
2016-10-17
Bengaluru
56.36
182.16
16.27
38.07
6.79
14.45
0.52
6.24
4.68
93.933333
154.773333
20.3375
47.5875
8.4875
3.6125
26
7.8
4.68
9
155
Moderate
2016-10-18
Bengaluru
53.43
180.64
15.26
33.94
7.55
14.91
0.73
7.21
25.99
89.05
153.76
19.075
42.425
9.4375
3.7275
36.5
9.0125
25.99
9
154
Moderate
2016-10-19
Bengaluru
44.05
191.47
17.12
35.85
0
39.26
0
6.02
41.74
73.416667
160.98
21.4
44.8125
0
9.815
0
7.525
41.74
7
161
Moderate
2016-10-20
Bengaluru
62.36
181.92
16.5
38.24
3.31
15.14
0.37
6.46
23.58
107.866667
154.613333
20.625
47.8
4.1375
3.785
18.5
8.075
23.58
9
155
Moderate
2016-10-21
Bengaluru
62.74
191.9
16.25
35.42
9.55
19.99
1.12
8.07
23.86
109.133333
161.266667
20.3125
44.275
11.9375
4.9975
56
10.0875
23.86
9
161
Moderate
2016-10-22
Bengaluru
97.17
195.61
15.42
33.75
9.13
39.56
0.75
10.52
10.54
223.9
163.74
19.275
42.1875
11.4125
9.89
37.5
13.15
10.54
9
224
Poor
2016-10-23
Bengaluru
67.85
184.81
17.7
38.05
8.52
24.4
1.2
7.36
31.08
126.166667
156.54
22.125
47.5625
10.65
6.1
60
9.2
31.08
9
157
Moderate
2016-10-24
Bengaluru
58.78
179.79
17.97
41.96
6.73
23.24
1.18
9.87
22.16
97.966667
153.193333
22.4625
52.45
8.4125
5.81
59
12.3375
22.16
9
153
Moderate
2016-10-25
Bengaluru
80.99
224.1
14.17
36.1
11.88
33.13
1.64
8.46
22.28
169.966667
182.733333
17.7125
45.125
14.85
8.2825
82
10.575
22.28
9
183
Moderate
2016-10-26
Bengaluru
68.17
116.92
8.27
44.78
18.86
40.67
1.16
4.9
25.13
127.233333
111.28
10.3375
55.975
23.575
10.1675
58
6.125
25.13
9
127
Moderate
2016-10-27
Bengaluru
59.61
137.68
8.04
46.57
16.72
37.52
0.83
4.28
29.54
99.35
125.12
10.05
58.2125
20.9
9.38
41.5
5.35
29.54
9
125
Moderate
2016-10-28
Bengaluru
62.38
123.91
12.29
46.43
15.06
34.9
0.8
9.04
44.86
107.933333
115.94
15.3625
58.0375
18.825
8.725
40
11.3
44.86
9
116
Moderate
2016-10-29
Bengaluru
78.74
130.99
10.07
44.4
13.2
35.3
3.1
4.31
45.04
162.466667
120.66
12.5875
55.5
16.5
8.825
113.75
5.3875
45.04
9
162
Moderate
2016-10-30
Bengaluru
60.79
130.15
9.82
38.53
10.08
41.04
2.97
3.75
23.8
102.633333
120.1
12.275
48.1625
12.6
10.26
112.125
4.6875
23.8
9
120
Moderate
2016-10-31
Bengaluru
36.92
95.71
13.39
34.8
6.17
38.42
0.55
4.92
21.69
61.533333
95.71
16.7375
43.5
7.7125
9.605
27.5
6.15
21.69
9
96
Satisfactory
2016-11-01
Bengaluru
21.2
537.51
3.94
30.89
4.5
37.58
0.28
5.34
16.2
35.333333
534.3875
4.925
38.6125
5.625
9.395
14
6.675
16.2
9
534
Severe
2016-11-02
Bengaluru
31.26
142.2
16.42
39.54
3.64
36.28
0.42
3.29
26.39
52.1
128.133333
20.525
49.425
4.55
9.07
21
4.1125
26.39
9
128
Moderate
2016-11-03
Bengaluru
34.79
111.6
22.62
41.17
7.45
37.76
1.37
2.49
25.26
57.983333
107.733333
28.275
51.4625
9.3125
9.44
68.5
3.1125
25.26
9
108
Moderate
2016-11-04
Bengaluru
55.92
118.8
12.26
37.52
14.38
36.05
0.85
4.84
30.68
93.2
112.533333
15.325
46.9
17.975
9.0125
42.5
6.05
30.68
9
113
Moderate
2016-11-05
Bengaluru
55.03
117.02
8.25
29.98
0
28.78
1.16
4.69
34.67
91.716667
111.346667
10.3125
37.475
0
7.195
58
5.8625
34.67
8
111
Moderate
2016-11-06
Bengaluru
41.23
69.46
2.8
27.4
0
27.28
0.7
3.85
37.6
68.716667
69.46
3.5
34.25
0
6.82
35
4.8125
37.6
8
69
Satisfactory
2016-11-07
Bengaluru
43.91
100.27
3.56
31.23
0
29.92
0.83
2.83
36.94
73.183333
100.18
4.45
39.0375
0
7.48
41.5
3.5375
36.94
8
100
Satisfactory
2016-11-08
Bengaluru
52.08
109.02
8.9
32.63
6.48
29.57
0.83
6.29
37.14
86.8
106.013333
11.125
40.7875
8.1
7.3925
41.5
7.8625
37.14
9
106
Moderate
2016-11-09
Bengaluru
46.94
120.41
7.62
28.38
0
28.86
0.62
5.16
46.92
78.233333
113.606667
9.525
35.475
0
7.215
31
6.45
46.92
8
114
Moderate
2016-11-10
Bengaluru
49.03
130.54
8.22
30.8
0
27.67
0.76
6.34
62.56
81.716667
120.36
10.275
38.5
0
6.9175
38
7.925
62.56
8
120
Moderate
2016-11-11
Bengaluru
57.78
150.94
10.46
41.03
0
29.6
0.73
7.64
71.14
96.3
133.96
13.075
51.2875
0
7.4
36.5
9.55
71.14
8
134
Moderate
2016-11-12
Bengaluru
52.72
127.44
7.61
37.57
0
30.49
0.72
8.28
77.53
87.866667
118.293333
9.5125
46.9625
0
7.6225
36
10.35
77.53
8
118
Moderate
2016-11-13
Bengaluru
38.42
121.18
10.83
38.81
0
39.82
0.63
4.93
57.77
64.033333
114.12
13.5375
48.5125
0
9.955
31.5
6.1625
57.77
8
114
Moderate
2016-11-14
Bengaluru
29.96
82.83
10.55
36.67
0
31.52
0.37
5.26
14.2
49.933333
82.83
13.1875
45.8375
0
7.88
18.5
6.575
14.2
8
83
Satisfactory
2016-11-15
Bengaluru
27.64
56.85
7.72
25.66
0
14.03
0.91
5.02
15.65
46.066667
56.85
9.65
32.075
0
3.5075
45.5
6.275
15.65
8
57
Satisfactory
2016-11-16
Bengaluru
35.8
130.25
10.26
25.46
0
24.15
1.9
5.08
22.33
59.666667
120.166667
12.825
31.825
0
6.0375
95
6.35
22.33
8
120
Moderate
2016-11-17
Bengaluru
40.13
133.97
11.92
34.52
0
34.63
0.99
2.97
48.83
66.883333
122.646667
14.9
43.15
0
8.6575
49.5
3.7125
48.83
8
123
Moderate
2016-11-18
Bengaluru
43.6
135.71
8.35
30.86
0
24.55
0.57
2.5
56.67
72.666667
123.806667
10.4375
38.575
0
6.1375
28.5
3.125
56.67
8
124
Moderate
2016-11-19
Bengaluru
48.93
98.96
3.22
26.23
0
24.89
0.62
2.78
45.24
81.55
98.96
4.025
32.7875
0
6.2225
31
3.475
45.24
8
99
Satisfactory
2016-11-20
Bengaluru
42.21
350.18
4.16
38.1
0
80.15
0.46
2.34
49.29
70.35
300.225
5.2
47.625
0
20.0375
23
2.925
49.29
8
300
Poor
2016-11-21
Bengaluru
102.01
182.79
14.76
44.31
0
31.02
0.69
3.9
44.48
240.033333
155.193333
18.45
55.3875
0
7.755
34.5
4.875
44.48
8
240
Poor
2016-11-22
Bengaluru
91.6
141.03
9.41
31.76
0
39.39
3
7.56
16.37
205.333333
127.353333
11.7625
39.7
0
9.8475
112.5
9.45
16.37
8
205
Poor
2016-11-23
Bengaluru
47.76
173.09
10.82
39.92
0
39.88
2.6
6.66
33.28
79.6
148.726667
13.525
49.9
0
9.97
107.5
8.325
33.28
8
149
Moderate
2016-11-24
Bengaluru
86.62
152.15
9.06
32.55
0
19.16
1.05
4.88
46.95
188.733333
134.766667
11.325
40.6875
0
4.79
52.5
6.1
46.95
8
189
Moderate
2016-11-25
Bengaluru
46.12
158.04
12.75
33.94
0
17.7
1.22
4.01
43.76
76.866667
138.693333
15.9375
42.425
0
4.425
61
5.0125
43.76
8
139
Moderate
2016-11-26
Bengaluru
46.87
164.12
14.9
36.46
0
17.32
0.89
3.63
38.04
78.116667
142.746667
18.625
45.575
0
4.33
44.5
4.5375
38.04
8
143
Moderate
2016-11-27
Bengaluru
53.71
171.52
17.18
37.49
0
17.2
0.85
3.52
35.33
89.516667
147.68
21.475
46.8625
0
4.3
42.5
4.4
35.33
8
148
Moderate
2016-11-28
Bengaluru
49.9
176.99
15.78
38.97
0
27.25
0.67
6.79
26.27
83.166667
151.326667
19.725
48.7125
0
6.8125
33.5
8.4875
26.27
8
151
Moderate
2016-11-29
Bengaluru
59.3
194.37
11.64
37.55
0
27.55
0.81
11.63
31.34
98.833333
162.913333
14.55
46.9375
0
6.8875
40.5
14.5375
31.34
8
163
Moderate
2016-11-30
Bengaluru
49.69
170.26
9.74
31.49
0
26.58
1.88
5.34
28.52
82.816667
146.84
12.175
39.3625
0
6.645
94
6.675
28.52
8
147
Moderate
2016-12-01
Bengaluru
45.84
137.86
12.77
26.72
0
27.97
0.87
4.93
39.83
76.4
125.24
15.9625
33.4
0
6.9925
43.5
6.1625
39.83
8
125
Moderate
2016-12-02
Bengaluru
22.14
78.55
10.95
26.06
0
30
0.72
3.55
20.83
36.9
78.55
13.6875
32.575
0
7.5
36
4.4375
20.83
8
79
Satisfactory
2016-12-03
Bengaluru
18.3
102.86
14.52
30.35
0
37.49
0.82
4.06
11.42
30.5
101.906667
18.15
37.9375
0
9.3725
41
5.075
11.42
8
102
Moderate
2016-12-04
Bengaluru
24.44
136.05
10.4
23.2
0
28.44
1.66
3.15
8.61
40.733333
124.033333
13
29
0
7.11
83
3.9375
8.61
8
124
Moderate
2016-12-05
Bengaluru
23.63
124.78
14.4
30.2
0
29.23
2.95
4.43
9.8
39.383333
116.52
18
37.75
0
7.3075
111.875
5.5375
9.8
8
117
Moderate
2016-12-06
Bengaluru
36.97
155.51
14.79
44.45
0
27.6
1.7
3
15.37
61.616667
137.006667
18.4875
55.5625
0
6.9
85
3.75
15.37
8
137
Moderate
2016-12-07
Bengaluru
40.72
132.73
14.55
44.74
0
26.04
0.65
3.63
20.32
67.866667
121.82
18.1875
55.925
0
6.51
32.5
4.5375
20.32
8
122
Moderate
2016-12-08
Bengaluru
32.59
128.54
15.8
43.67
0
26.6
0.69
5.58
16.42
54.316667
119.026667
19.75
54.5875
0
6.65
34.5
6.975
16.42
8
119
Moderate
2016-12-09
Bengaluru
44.96
135
10.65
40.56
0
24.42
1.19
6.68
13.5
74.933333
123.333333
13.3125
50.7
0
6.105
59.5
8.35
13.5
8
123
Moderate
2016-12-10
Bengaluru
30.37
124.8
7.35
37.24
0
24
0.46
3.47
6.73
50.616667
116.533333
9.1875
46.55
0
6
23
4.3375
6.73
8
117
Moderate