Date
stringlengths
10
10
City
stringclasses
7 values
PM2.5
float64
1.72
743
PM10
float64
0.21
797
NO
float64
0.11
221
NO2
float64
0.04
226
NOx
float64
0
378
NH3
float64
0.02
353
CO
float64
0
48.1
SO2
float64
0.36
194
O3
float64
0.02
258
PM2.5_SubIndex
float64
0
779
PM10_SubIndex
float64
0
859
SO2_SubIndex
float64
0.45
138
NOx_SubIndex
float64
0
382
NO_SubIndex
float64
0.14
241
NO2_SubIndex
float64
0.05
246
NH3_SubIndex
float64
0.01
88.2
CO_SubIndex
float64
0
483
O3_SubIndex
float64
0.02
309
Checks
int64
7
9
AQI_calculated
float64
16
859
AQI_bucket_calculated
stringclasses
6 values
2017-10-11
Hyderabad
27.38
51.78
6.99
25.01
4.63
9.16
0.19
4.3
43.76
45.633333
51.78
5.375
5.7875
8.7375
31.2625
2.29
9.5
43.76
9
52
Satisfactory
2019-04-30
Delhi
95.72
284.13
32.91
59.32
57.61
31.91
1.62
26.58
57.54
219.066667
234.13
33.225
72.0125
41.1375
74.15
7.9775
81
57.54
9
234
Poor
2020-04-28
Patna
12.37
39.29
66.2
11.68
58.88
11.3
0.39
8.63
31.79
20.616667
39.29
10.7875
73.6
82.75
14.6
2.825
19.5
31.79
9
83
Satisfactory
2015-11-12
Mumbai
214.09
106.33
30.46
26.9
108.3
47.57
0
2.27
75.26
372.376923
104.22
2.8375
128.3
38.075
33.625
11.8925
0
75.26
8
372
Very Poor
2019-10-31
Hyderabad
21.39
51.57
4.76
19.89
13.88
9.06
0.86
2.8
20.34
35.65
51.57
3.5
17.35
5.95
24.8625
2.265
43
20.34
9
52
Satisfactory
2019-10-17
Lucknow
100.53
126.82
22.35
32.92
34.63
44.14
1.32
4.86
36.99
235.1
117.88
6.075
43.2875
27.9375
41.15
11.035
66
36.99
9
235
Poor
2019-05-11
Bengaluru
40.38
93.84
6.49
27.17
24.4
17.05
0.97
3.64
48.35
67.3
93.84
4.55
30.5
8.1125
33.9625
4.2625
48.5
48.35
9
94
Satisfactory
2016-02-23
Bengaluru
134.69
142.12
4.88
32.14
20.48
30.6
1.12
2.99
42.23
311.3
128.08
3.7375
25.6
6.1
40.175
7.65
56
42.23
9
311
Very Poor
2017-02-10
Chennai
89
108.1
8.11
18.46
15.55
47.34
0
4.36
37.69
196.666667
105.4
5.45
19.4375
10.1375
23.075
11.835
0
37.69
8
197
Moderate
2019-03-26
Chennai
39.29
169.16
20.5
24.94
39.59
25.58
0.87
7.07
36.49
65.483333
146.106667
8.8375
49.4875
25.625
31.175
6.395
43.5
36.49
9
146
Moderate
2017-04-20
Patna
152.99
155.18
8.82
9.96
0
64.48
0.12
15.24
29.14
325.376923
136.786667
19.05
0
11.025
12.45
16.12
6
29.14
8
325
Very Poor
2016-08-19
Bengaluru
41.43
18.46
5.95
18.34
1.75
40.69
0.47
2.87
26.26
69.05
18.46
3.5875
2.1875
7.4375
22.925
10.1725
23.5
26.26
9
69
Satisfactory
2016-06-08
Chennai
64.08
143.88
5.29
9.28
41.79
32.67
1.45
9.38
19.87
113.6
129.253333
11.725
52.2375
6.6125
11.6
8.1675
72.5
19.87
9
129
Moderate
2019-03-20
Hyderabad
41.63
94.54
7.42
30.7
21.63
15.75
0.58
4.37
27.83
69.383333
94.54
5.4625
27.0375
9.275
38.375
3.9375
29
27.83
9
95
Satisfactory
2019-03-20
Chennai
63.83
91.98
11.41
17.29
27.52
32.6
0.71
3.9
28.14
112.766667
91.98
4.875
34.4
14.2625
21.6125
8.15
35.5
28.14
9
113
Moderate
2017-07-31
Patna
17.1
90.24
9.31
18.87
8.75
26.22
0
4.39
10.29
28.5
90.24
5.4875
10.9375
11.6375
23.5875
6.555
0
10.29
8
90
Satisfactory
2016-04-09
Lucknow
103.59
272.67
5.84
52.17
4.56
35.12
1.17
8.8
68.46
245.3
222.67
11
5.7
7.3
65.2125
8.78
58.5
68.46
9
245
Poor
2015-01-29
Delhi
173.13
277
23.14
38.34
48.89
62.03
11.74
5.53
16.29
340.869231
227
6.9125
61.1125
28.925
47.925
15.5075
224.857143
16.29
9
341
Very Poor
2016-11-02
Delhi
537.96
693.21
121.1
149.12
157.33
111.69
2.8
26.66
160.01
621.507692
729.0125
33.325
177.33
141.1
169.12
27.9225
110
188.25
9
729
Severe
2018-07-19
Mumbai
46.76
73.6
4.55
14.7
19.23
9.65
1.2
9.71
24.56
77.933333
73.6
12.1375
24.0375
5.6875
18.375
2.4125
60
24.56
9
78
Satisfactory
2019-03-05
Hyderabad
59.27
160.94
4.66
42.82
26.36
13.75
0.64
14.57
26.83
98.783333
140.626667
18.2125
32.95
5.825
53.525
3.4375
32
26.83
9
141
Moderate
2019-03-22
Hyderabad
36.35
86.97
2.47
28.41
16.94
14.34
0.59
7.76
30.83
60.583333
86.97
9.7
21.175
3.0875
35.5125
3.585
29.5
30.83
9
87
Satisfactory
2015-06-17
Delhi
123.56
271.79
32.84
70.96
82.45
55.88
1.57
6.95
74.01
302.738462
221.79
8.6875
102.45
41.05
88.7
13.97
78.5
74.01
9
303
Very Poor
2016-08-19
Chennai
39.96
18.46
5.51
10.7
12.09
40.69
0.26
3.83
38.19
66.6
18.46
4.7875
15.1125
6.8875
13.375
10.1725
13
38.19
9
67
Satisfactory
2020-01-09
Bengaluru
40.57
85.93
7.15
33.79
32.74
13.74
1.09
6.01
45.49
67.616667
85.93
7.5125
40.925
8.9375
42.2375
3.435
54.5
45.49
9
86
Satisfactory
2018-12-25
Patna
240.54
102.48
6.74
4.75
5.28
12.02
1.82
28.1
43.56
392.723077
101.653333
35.125
6.6
8.425
5.9375
3.005
91
43.56
9
393
Very Poor
2015-04-19
Hyderabad
54.25
308.82
10.01
21.04
31.05
34.39
1
8.83
41.52
90.416667
258.82
11.0375
38.8125
12.5125
26.3
8.5975
50
41.52
9
259
Poor
2019-04-16
Mumbai
27.28
106.52
35.04
24.92
59.96
21.83
1.85
19.95
28.41
45.466667
104.346667
24.9375
74.95
43.8
31.15
5.4575
92.5
28.41
9
104
Moderate
2019-05-10
Patna
81.05
139.05
18.5
13.49
14.72
2.17
2.66
44.18
67.37
170.166667
126.033333
55.225
18.4
23.125
16.8625
0.5425
108.25
67.37
9
170
Moderate
2019-03-12
Lucknow
119.49
129.4
9.55
50.69
39.86
22.07
1.25
12.22
37.18
298.3
119.6
15.275
49.825
11.9375
63.3625
5.5175
62.5
37.18
9
298
Poor
2016-08-10
Lucknow
35.23
54.92
15.91
13.99
4.39
29.55
0
6.92
9.76
58.716667
54.92
8.65
5.4875
19.8875
17.4875
7.3875
0
9.76
8
59
Satisfactory
2017-12-05
Chennai
34.52
63.98
9.81
23.6
14.06
280.86
0.7
10.72
30.04
57.533333
63.98
13.4
17.575
12.2625
29.5
70.215
35
30.04
9
70
Satisfactory
2019-04-05
Lucknow
132.84
60.59
10.29
35.22
26.69
30.81
1.68
7.29
42.04
309.876923
60.59
9.1125
33.3625
12.8625
44.025
7.7025
84
42.04
9
310
Very Poor
2017-07-25
Chennai
94.7
99.2
7.82
12.39
10.62
10.26
0.05
4.67
19.56
215.666667
99.2
5.8375
13.275
9.775
15.4875
2.565
2.5
19.56
9
216
Poor
2015-05-28
Delhi
182.76
436.17
54.87
72.67
100.54
35.74
6.89
14.33
83.33
348.276923
407.7125
17.9125
120.54
68.5875
90.8375
8.935
161.125
83.33
9
408
Severe
2018-10-23
Chennai
73.57
91.46
12.45
20.24
31.36
53.42
0.63
10.54
20.21
145.233333
91.46
13.175
39.2
15.5625
25.3
13.355
31.5
20.21
9
145
Moderate
2018-05-09
Bengaluru
32.46
101.87
3.82
27.7
19.63
15.48
0.69
5.64
52.6
54.1
101.246667
7.05
24.5375
4.775
34.625
3.87
34.5
52.6
9
101
Moderate
2016-04-20
Chennai
60.73
160.06
8.16
16.53
14.37
121.46
0.86
3.2
23.39
102.433333
140.04
4
17.9625
10.2
20.6625
30.365
43
23.39
9
140
Moderate
2018-06-09
Mumbai
19.26
136.75
10.94
22.16
95.53
15.62
1.43
30.11
42.27
32.1
124.5
37.6375
115.53
13.675
27.7
3.905
71.5
42.27
9
124
Moderate
2017-03-21
Bengaluru
36.42
95.55
6.75
30.76
0
26.49
0.48
5.53
42.51
60.7
95.55
6.9125
0
8.4375
38.45
6.6225
24
42.51
8
96
Satisfactory
2018-09-16
Hyderabad
48.98
89.05
8.74
33.93
24.38
21.78
0.5
7.78
22.86
81.633333
89.05
9.725
30.475
10.925
42.4125
5.445
25
22.86
9
89
Satisfactory
2019-12-02
Mumbai
64.67
120.78
17.63
36.01
53.64
17.11
1.02
14.84
29.09
115.566667
113.853333
18.55
67.05
22.0375
45.0125
4.2775
51
29.09
9
116
Moderate
2019-05-07
Bengaluru
42.61
87.52
10.42
23.95
27.32
16.41
0.86
4.63
47.19
71.016667
87.52
5.7875
34.15
13.025
29.9375
4.1025
43
47.19
9
88
Satisfactory
2016-02-25
Mumbai
66.98
232.45
8.1
10.99
19.35
36.07
0
21.19
64.9
123.266667
188.3
26.4875
24.1875
10.125
13.7375
9.0175
0
64.9
8
188
Moderate
2019-05-22
Patna
63.96
45.31
6.41
13.3
7.34
12.62
1.37
37.42
67.5
113.2
45.31
46.775
9.175
8.0125
16.625
3.155
68.5
67.5
9
113
Moderate
2018-02-06
Chennai
44.18
274.72
11.72
23.45
18.16
98.59
0.95
8.16
20.1
73.633333
224.72
10.2
22.7
14.65
29.3125
24.6475
47.5
20.1
9
225
Poor
2020-02-11
Hyderabad
42.7
80
11.16
29.93
23.38
15.85
0.49
4.72
30.41
71.166667
80
5.9
29.225
13.95
37.4125
3.9625
24.5
30.41
9
80
Satisfactory
2015-04-11
Lucknow
63.86
234.65
10.62
31.48
4.22
34.01
2.45
24.19
25.95
112.866667
189.766667
30.2375
5.275
13.275
39.35
8.5025
105.625
25.95
9
190
Moderate
2015-08-23
Hyderabad
51
138.12
13.59
16.72
29.91
23.28
0.74
6.99
15.04
85
125.413333
8.7375
37.3875
16.9875
20.9
5.82
37
15.04
9
125
Moderate
2016-09-06
Chennai
38.5
282.23
5.16
14.8
15.38
40.36
2.94
5.45
23.45
64.166667
232.23
6.8125
19.225
6.45
18.5
10.09
111.75
23.45
9
232
Poor
2015-08-28
Bengaluru
18.96
null
3.22
21.16
12.18
26.37
1.96
1.42
4.19
31.6
0
1.775
15.225
4.025
26.45
6.5925
98
4.19
8
98
Satisfactory
2019-07-19
Chennai
30.57
33.87
6.13
18.13
24.23
41.42
0.74
6.77
26.57
50.95
33.87
8.4625
30.2875
7.6625
22.6625
10.355
37
26.57
9
51
Satisfactory
2018-05-24
Lucknow
225.11
88.41
10.13
40.81
25.63
36.22
0.6
8.21
19.04
380.853846
88.41
10.2625
32.0375
12.6625
51.0125
9.055
30
19.04
9
381
Very Poor
2015-08-01
Bengaluru
18.18
null
4.06
20.21
11.77
10.3
9.97
2.43
3.38
30.3
0
3.0375
14.7125
5.075
25.2625
2.575
199.625
3.38
8
200
Moderate
2017-07-04
Patna
28.2
82.18
20.75
13.45
0
3.57
0.59
4.87
9.67
47
82.18
6.0875
0
25.9375
16.8125
0.8925
29.5
9.67
8
82
Satisfactory
2017-07-25
Hyderabad
14.04
56.61
5.28
10.9
5.85
10.26
0.17
4.66
25.83
23.4
56.61
5.825
7.3125
6.6
13.625
2.565
8.5
25.83
9
57
Satisfactory
2019-08-06
Lucknow
25.74
57.31
7.35
17.34
14.8
7.69
1.21
5.39
24.45
42.9
57.31
6.7375
18.5
9.1875
21.675
1.9225
60.5
24.45
9
60
Satisfactory
2018-09-05
Mumbai
22.67
56.3
13.13
24.62
37.66
17.27
1.23
14.35
46.98
37.783333
56.3
17.9375
47.075
16.4125
30.775
4.3175
61.5
46.98
9
62
Satisfactory
2016-01-14
Mumbai
60.76
339.06
125.48
70.58
12.04
177.66
0
7.1
69.54
102.533333
289.06
8.875
15.05
145.48
88.225
44.415
0
69.54
8
289
Poor
2015-08-15
Lucknow
32.36
91.81
3.76
9.07
6.24
34.65
1.39
15.15
20.69
53.933333
91.81
18.9375
7.8
4.7
11.3375
8.6625
69.5
20.69
9
92
Satisfactory
2016-09-26
Chennai
33.32
71.78
13.8
17.58
18.15
49.59
0.07
2.51
39.31
55.533333
71.78
3.1375
22.6875
17.25
21.975
12.3975
3.5
39.31
9
72
Satisfactory
2017-02-05
Chennai
77.17
286.46
7.25
14.91
13.19
18.65
0.05
4.05
39.5
157.233333
236.46
5.0625
16.4875
9.0625
18.6375
4.6625
2.5
39.5
9
236
Poor
2015-06-07
Hyderabad
43.12
186.2
15.05
20.71
35.47
28
1.14
7.65
22.47
71.866667
157.466667
9.5625
44.3375
18.8125
25.8875
7
57
22.47
9
157
Moderate
2018-12-01
Bengaluru
40.67
83.54
12.57
31.03
34.43
20.42
0.97
5.49
50.45
67.783333
83.54
6.8625
43.0375
15.7125
38.7875
5.105
48.5
50.45
9
84
Satisfactory
2017-09-03
Mumbai
38.19
79.78
20.33
11.05
8.88
25.9
0
4.61
33.41
63.65
79.78
5.7625
11.1
25.4125
13.8125
6.475
0
33.41
8
80
Satisfactory
2019-06-27
Patna
38.19
25.11
10.86
81.67
27.73
12.66
1.7
38.27
68.62
63.65
25.11
47.8375
34.6625
13.575
101.67
3.165
85
68.62
9
102
Moderate
2016-07-12
Mumbai
32
57.16
5.23
7.81
18.72
139.21
0
6.27
11.44
53.333333
57.16
7.8375
23.4
6.5375
9.7625
34.8025
0
11.44
8
57
Satisfactory
2015-12-21
Delhi
135.78
72.52
62.51
78.99
89.78
100.15
29.46
15.59
20.57
312.138462
72.52
19.4875
109.78
78.1375
98.7375
25.0375
373.294118
20.57
9
373
Very Poor
2016-05-27
Mumbai
180.71
39.88
13.66
50.38
4.63
167.96
0
7.31
23.53
346.7
39.88
9.1375
5.7875
17.075
62.975
41.99
0
23.53
8
347
Very Poor
2019-04-02
Chennai
49.42
89.81
6.38
12.07
18.37
1.33
0.93
6.2
21.34
82.366667
89.81
7.75
22.9625
7.975
15.0875
0.3325
46.5
21.34
9
90
Satisfactory
2019-02-07
Hyderabad
58.46
110.45
2.62
35.49
20.66
16.3
0.54
6.17
40.27
97.433333
106.966667
7.7125
25.825
3.275
44.3625
4.075
27
40.27
9
107
Moderate
2015-01-13
Delhi
197.61
301.04
34.28
45.88
62.95
145.48
11.52
5.95
39.54
359.7
251.04
7.4375
78.6875
42.85
57.35
36.37
221.714286
39.54
9
360
Very Poor
2017-10-29
Hyderabad
70.46
147.82
14.32
25.47
4.19
14.16
0.12
7.7
58.83
134.866667
131.88
9.625
5.2375
17.9
31.8375
3.54
6
58.83
9
135
Moderate
2017-04-28
Lucknow
100.51
271.94
8.38
31.68
9.02
33.57
1.2
6.05
103.57
235.033333
221.94
7.5625
11.275
10.475
39.6
8.3925
60
105.25
9
235
Poor
2018-07-31
Hyderabad
19.21
66.84
5.24
25.13
17.24
22.86
0.27
6.8
17.22
32.016667
66.84
8.5
21.55
6.55
31.4125
5.715
13.5
17.22
9
67
Satisfactory
2018-03-19
Chennai
50.29
197.13
12.84
18.55
17.53
20.84
0.99
10.23
24.22
83.816667
164.753333
12.7875
21.9125
16.05
23.1875
5.21
49.5
24.22
9
165
Moderate
2016-01-19
Delhi
278.2
430.74
25.48
61.04
81.75
43.49
3.82
12.59
104.61
421.692308
400.925
15.7375
101.75
31.85
76.3
10.8725
122.75
106.779412
9
422
Severe
2018-02-20
Mumbai
63.29
66.18
56.44
53.98
57.73
42.51
1.18
68.43
66.1
110.966667
66.18
85.5375
72.1625
70.55
67.475
10.6275
59
66.1
9
111
Moderate
2015-11-15
Bengaluru
42.23
59.94
2.83
18.86
16.26
124.02
1.64
2.16
34.8
70.383333
59.94
2.7
20.325
3.5375
23.575
31.005
82
34.8
9
82
Satisfactory
2015-01-16
Hyderabad
174.98
309.99
11.73
19.17
30.9
136.4
0.47
2.82
19.01
342.292308
259.99
3.525
38.625
14.6625
23.9625
34.1
23.5
19.01
9
342
Very Poor
2020-03-18
Delhi
68.93
162.56
29.29
45.86
53.31
32.99
1.07
14.93
41.73
129.766667
141.706667
18.6625
66.6375
36.6125
57.325
8.2475
53.5
41.73
9
142
Moderate
2019-12-28
Patna
164.46
209.11
19.61
32.19
49.18
32.82
1.38
7.62
11.68
334.2
172.74
9.525
61.475
24.5125
40.2375
8.205
69
11.68
9
334
Very Poor
2018-07-16
Hyderabad
11.04
20
5.27
21.19
15.02
17.01
0.37
8.75
16.13
18.4
20
10.9375
18.775
6.5875
26.4875
4.2525
18.5
16.13
9
26
Good
2016-02-03
Lucknow
130.88
193.59
4.1
15.06
4.22
10.51
1.87
4.67
71.66
308.369231
162.393333
5.8375
5.275
5.125
18.825
2.6275
93.5
71.66
9
308
Very Poor
2016-12-06
Mumbai
65.98
497.31
9.11
35.18
0
56.8
0
3
62.06
119.933333
484.1375
3.75
0
11.3875
43.975
14.2
0
62.06
7
484
Severe
2015-07-29
Hyderabad
28.17
56.7
6.04
7.71
13.65
35.66
0.22
5.13
12.75
46.95
56.7
6.4125
17.0625
7.55
9.6375
8.915
11
12.75
9
57
Satisfactory
2016-12-13
Patna
188.93
438.88
18.5
24.18
42.69
40.75
1.96
7.46
13.19
353.023077
411.1
9.325
53.3625
23.125
30.225
10.1875
98
13.19
9
411
Severe
2018-08-14
Bengaluru
13.1
31.87
20.8
17.12
30.21
18.01
0.89
6.34
11.02
21.833333
31.87
7.925
37.7625
26
21.4
4.5025
44.5
11.02
9
44
Good
2019-06-23
Mumbai
18.81
88.85
22.83
13.27
33.94
9.22
0.43
11.77
13.74
31.35
88.85
14.7125
42.425
28.5375
16.5875
2.305
21.5
13.74
9
89
Satisfactory
2017-02-01
Lucknow
175.53
251.31
27.63
40.42
0
46.63
2.36
8.42
66.29
342.715385
201.31
10.525
0
34.5375
50.525
11.6575
104.5
66.29
8
343
Very Poor
2018-04-18
Mumbai
37.19
92.25
9.15
21.77
42.79
27.48
1.44
9.98
45.82
61.983333
92.25
12.475
53.4875
11.4375
27.2125
6.87
72
45.82
9
92
Satisfactory
2019-05-11
Mumbai
12.96
45.38
32.79
19.48
52.27
17.05
1.78
24.31
16.01
21.6
45.38
30.3875
65.3375
40.9875
24.35
4.2625
89
16.01
9
89
Satisfactory
2016-03-17
Mumbai
80.08
77.21
11.98
10.7
9.7
31.57
0
5.6
39.82
166.933333
77.21
7
12.125
14.975
13.375
7.8925
0
39.82
8
167
Moderate
2019-05-12
Chennai
51.8
503.28
29.31
34.91
47.97
40.12
0.92
7.02
18.9
86.333333
491.6
8.775
59.9625
36.6375
43.6375
10.03
46
18.9
9
492
Severe
2015-06-13
Delhi
73.7
158.24
24.38
52.9
64.56
41.36
1.36
5.34
53.02
145.666667
138.826667
6.675
80.7
30.475
66.125
10.34
68
53.02
9
146
Moderate
2020-01-11
Delhi
151.1
245.62
43.83
53.28
69.66
40.97
1.54
11.65
30.98
323.923077
197.08
14.5625
87.075
54.7875
66.6
10.2425
77
30.98
9
324
Very Poor
2015-10-08
Chennai
36.3
291.66
9.39
12.98
16.24
22.45
1.2
10.55
32.23
60.5
241.66
13.1875
20.3
11.7375
16.225
5.6125
60
32.23
9
242
Poor
2018-12-10
Lucknow
269.3
137.41
156.78
80.22
168.23
52.95
3.06
9.42
20.17
414.846154
124.94
11.775
188.23
176.78
100.22
13.2375
113.25
20.17
9
415
Severe
2016-10-26
Chennai
92.64
105.64
6.37
26.51
14.45
48.82
0.27
20.69
49.15
208.8
103.76
25.8625
18.0625
7.9625
33.1375
12.205
13.5
49.15
9
209
Poor
2015-10-22
Chennai
47.68
116
11.51
13.2
16.65
74.89
1.6
9.12
24.82
79.466667
110.666667
11.4
20.8125
14.3875
16.5
18.7225
80
24.82
9
111
Moderate