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
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
4.7
23.125
10.125
36.6125
9.9575
48.5
39.12
9
48
Good
2015-09-26
Mumbai
88.08
254.8
66.49
4.6
61.58
29.98
0
5.69
47.29
193.6
204.8
7.1125
76.975
83.1125
5.75
7.495
0
47.29
8
205
Poor
2015-08-24
Bengaluru
22.29
null
4
15.11
10.24
27.77
1.16
1
4.72
37.15
0
1.25
12.8
5
18.8875
6.9425
58
4.72
8
58
Satisfactory
2018-05-09
Patna
82.42
101.87
27.1
89.41
40
15.48
1.57
41.89
68.92
174.733333
101.246667
52.3625
50
33.875
109.41
3.87
78.5
68.92
9
175
Moderate
2015-03-06
Delhi
101.75
163.14
20.56
26.59
34.17
32.04
10.55
5.96
33.67
239.166667
142.093333
7.45
42.7125
25.7
33.2375
8.01
207.857143
33.67
9
239
Poor
2017-11-17
Patna
110.19
220.08
68.93
130.19
75.54
15.71
1.42
22.51
51.18
267.3
180.053333
28.1375
94.425
86.1625
150.19
3.9275
71
51.18
9
267
Poor
2017-05-21
Lucknow
139.19
505.07
7.81
23.7
6.24
13.02
1.21
2.38
14.86
314.761538
493.8375
2.975
7.8
9.7625
29.625
3.255
60.5
14.86
9
494
Severe
2015-08-12
Patna
34.61
87.66
24.37
18.59
42.6
22.52
1.34
5.82
10.11
57.683333
87.66
7.275
53.25
30.4625
23.2375
5.63
67
10.11
9
88
Satisfactory
2017-02-06
Delhi
176.04
414.89
87.2
60.62
54.74
46.21
1.03
17.23
35.21
343.107692
381.1125
21.5375
68.425
107.2
75.775
11.5525
51.5
35.21
9
381
Very Poor
2019-07-27
Bengaluru
23.21
50.99
5.66
20.93
19.66
11.85
0.64
3.87
24.81
38.683333
50.99
4.8375
24.575
7.075
26.1625
2.9625
32
24.81
9
51
Satisfactory
2018-02-11
Hyderabad
50.55
88.76
3.74
28.9
17.89
27.82
0.6
8.55
34.88
84.25
88.76
10.6875
22.3625
4.675
36.125
6.955
30
34.88
9
89
Satisfactory
2020-03-30
Delhi
35.08
64.66
8.29
17.52
16.62
23.21
0.58
12.47
40.26
58.466667
64.66
15.5875
20.775
10.3625
21.9
5.8025
29
40.26
9
65
Satisfactory
2015-09-24
Lucknow
48.54
187.9
2.51
4.55
2.21
24.19
1.44
2.2
31.76
80.9
158.6
2.75
2.7625
3.1375
5.6875
6.0475
72
31.76
9
159
Moderate
2017-04-26
Mumbai
61.48
178.52
2.39
42.65
8.85
34.01
0
3.86
26.72
104.933333
152.346667
4.825
11.0625
2.9875
53.3125
8.5025
0
26.72
8
152
Moderate
2015-11-30
Mumbai
15.34
53.7
4.86
7.9
90.99
21.4
0
8.03
39.11
25.566667
53.7
10.0375
110.99
6.075
9.875
5.35
0
39.11
8
111
Moderate
2017-09-09
Bengaluru
22.63
83.19
17.49
36.31
0
24.34
0.69
4.83
15.06
37.716667
83.19
6.0375
0
21.8625
45.3875
6.085
34.5
15.06
8
83
Satisfactory
2019-03-15
Mumbai
28.02
113.58
43.47
17.95
61.43
32.74
1.73
4.28
85.43
46.7
109.053333
5.35
76.7875
54.3375
22.4375
8.185
86.5
85.43
9
109
Moderate
2015-12-06
Mumbai
371.89
439.01
66.75
25.17
128.17
75.74
0
7.86
122.22
493.761538
411.2625
9.825
148.17
83.4375
31.4625
18.935
0
132.676471
8
494
Severe
2015-02-15
Hyderabad
184.06
497.37
11.16
30.51
41.66
61.89
0.46
6.52
53.2
349.276923
484.2125
8.15
52.075
13.95
38.1375
15.4725
23
53.2
9
484
Severe
2016-09-23
Chennai
18.98
11
8.64
24.09
18.04
120.07
0.03
1.82
16.67
31.633333
11
2.275
22.55
10.8
30.1125
30.0175
1.5
16.67
9
32
Good
2019-11-06
Lucknow
184.59
142.05
19.35
57.36
46.3
11.19
0.93
9.32
24.88
349.684615
128.033333
11.65
57.875
24.1875
71.7
2.7975
46.5
24.88
9
350
Very Poor
2015-05-08
Lucknow
28.56
305.38
1.68
14.08
3.97
30.52
2.43
11.19
42.55
47.6
255.38
13.9875
4.9625
2.1
17.6
7.63
105.375
42.55
9
255
Poor
2020-06-02
Delhi
45.9
98.32
7.25
24.78
19.94
35.78
0.92
12.71
50.06
76.5
98.32
15.8875
24.925
9.0625
30.975
8.945
46
50.06
9
98
Satisfactory
2018-05-14
Chennai
25.14
137.39
12.41
24.3
20.3
29.59
1.15
6.23
34.08
41.9
124.926667
7.7875
25.375
15.5125
30.375
7.3975
57.5
34.08
9
125
Moderate
2015-01-23
Bengaluru
null
null
3.8
12.82
12
10.06
5.04
27.33
17.78
0
0
34.1625
15
4.75
16.025
2.515
138
17.78
7
null
Moderate
2017-08-05
Delhi
53.69
64.87
34.95
42.98
8.68
36.4
0
5.32
38.87
89.483333
64.87
6.65
10.85
43.6875
53.725
9.1
0
38.87
8
89
Satisfactory
2016-01-30
Mumbai
71.42
95.96
9.69
37.09
18.87
20.22
0
6.48
23.31
138.066667
95.96
8.1
23.5875
12.1125
46.3625
5.055
0
23.31
8
138
Moderate
2019-12-12
Chennai
27.78
38.29
6.04
16.54
21.33
104.69
0.54
6.08
24
46.3
38.29
7.6
26.6625
7.55
20.675
26.1725
27
24
9
46
Good
2015-08-14
Patna
20.21
159.75
17.89
16.92
34.59
23.64
0.98
5.86
10.36
33.683333
139.833333
7.325
43.2375
22.3625
21.15
5.91
49
10.36
9
140
Moderate
2016-08-24
Patna
65.56
73.22
18.52
18.47
37.05
40.31
1.25
2.08
14.9
118.533333
73.22
2.6
46.3125
23.15
23.0875
10.0775
62.5
14.9
9
119
Moderate
2017-02-28
Hyderabad
69.06
177.21
13.34
45.33
13.98
40.73
0.23
27.21
64.43
130.2
151.473333
34.0125
17.475
16.675
56.6625
10.1825
11.5
64.43
9
151
Moderate
2020-01-19
Patna
85.47
109.46
57.96
23.75
81.16
21.25
0.76
11.8
25.7
184.9
106.306667
14.75
101.16
72.45
29.6875
5.3125
38
25.7
9
185
Moderate
2015-02-23
Delhi
141.39
157.01
21.95
38.23
42.71
36.38
9.29
9.43
36.86
316.453846
138.006667
11.7875
53.3875
27.4375
47.7875
9.095
191.125
36.86
9
316
Very Poor
2017-01-11
Mumbai
82.34
314.69
5.8
67.72
39.42
19.45
0
7.96
56.92
174.466667
264.69
9.95
49.275
7.25
84.65
4.8625
0
56.92
8
265
Poor
2018-04-18
Chennai
41.36
92.25
14.92
21.77
18.74
27.48
0.87
3.88
24.28
68.933333
92.25
4.85
23.425
18.65
27.2125
6.87
43.5
24.28
9
92
Satisfactory
2016-09-15
Chennai
26.79
41.09
4.36
22.55
17.28
39.83
9.15
2.38
15.46
44.65
41.09
2.975
21.6
5.45
28.1875
9.9575
189.375
15.46
9
189
Moderate
2015-02-05
Bengaluru
null
null
12.17
26.36
20.48
11.11
0.59
7.65
16.06
0
0
9.5625
25.6
15.2125
32.95
2.7775
29.5
16.06
7
null
Moderate
2019-05-26
Bengaluru
22.5
49.25
5.26
26.04
23.18
13.51
0.69
3.85
65.11
37.5
49.25
4.8125
28.975
6.575
32.55
3.3775
34.5
65.11
9
65
Satisfactory
2020-02-23
Lucknow
112.99
140.58
13.93
32.13
28.23
34.77
1.19
7.23
21.28
276.633333
127.053333
9.0375
35.2875
17.4125
40.1625
8.6925
59.5
21.28
9
277
Poor
2015-09-21
Lucknow
28.82
109.7
4.78
6.75
4.22
23.36
1.39
7.41
13.21
48.033333
106.466667
9.2625
5.275
5.975
8.4375
5.84
69.5
13.21
9
106
Moderate
2018-02-05
Lucknow
158.45
94.58
9.48
34.06
24.02
53.55
0.86
10.79
71.31
329.576923
94.58
13.4875
30.025
11.85
42.575
13.3875
43
71.31
9
330
Very Poor
2015-09-12
Mumbai
72.15
178.57
20.95
26.03
53.31
30.49
0
12.68
69.36
140.5
152.38
15.85
66.6375
26.1875
32.5375
7.6225
0
69.36
8
152
Moderate
2019-03-11
Mumbai
23.72
128.8
40.45
9.46
49.92
10.33
1.67
7.23
46.22
39.533333
119.2
9.0375
62.4
50.5625
11.825
2.5825
83.5
46.22
9
119
Moderate
2019-10-15
Chennai
20.33
42.85
10.05
14.28
18.72
26.6
0.68
5.98
42.02
33.883333
42.85
7.475
23.4
12.5625
17.85
6.65
34
42.02
9
43
Good
2015-06-03
Patna
71.26
137.7
14.29
17.16
29.81
2.21
1.69
20.61
12.63
137.533333
125.133333
25.7625
37.2625
17.8625
21.45
0.5525
84.5
12.63
9
138
Moderate
2019-05-18
Lucknow
63.96
106.51
6.06
16.72
10.04
13.47
1.06
5.52
27.47
113.2
104.34
6.9
12.55
7.575
20.9
3.3675
53
27.47
9
113
Moderate
2016-04-19
Bengaluru
34.65
134.47
4.35
12.86
9.5
25.01
1.87
2.71
50.77
57.75
122.98
3.3875
11.875
5.4375
16.075
6.2525
93.5
50.77
9
123
Moderate
2019-08-03
Delhi
38.54
80.35
16.87
31
33.32
35.33
1.07
9.43
27.74
64.233333
80.35
11.7875
41.65
21.0875
38.75
8.8325
53.5
27.74
9
80
Satisfactory
2016-01-21
Chennai
55.45
318.08
5.28
11.1
13.7
188.8
2.63
2.84
33.05
92.416667
268.08
3.55
17.125
6.6
13.875
47.2
107.875
33.05
9
268
Poor
2017-02-01
Hyderabad
44.56
87.45
10.32
35.7
9.92
16.81
0
5.74
74.98
74.266667
87.45
7.175
12.4
12.9
44.625
4.2025
0
74.98
8
87
Satisfactory
2018-11-13
Delhi
265.06
441.43
85.28
74.72
111.18
62.24
2.74
18.72
37.8
411.584615
414.2875
23.4
131.18
105.28
93.4
15.56
109.25
37.8
9
414
Severe
2019-04-19
Patna
43.79
95.76
5.44
13.6
6.83
29.85
1.08
38.93
119.27
72.983333
95.76
48.6625
8.5375
6.8
17
7.4625
54
128.338235
9
128
Moderate
2017-10-12
Chennai
35.8
69.1
5.48
20.18
16.1
126.82
1.06
3.49
33.92
59.666667
69.1
4.3625
20.125
6.85
25.225
31.705
53
33.92
9
69
Satisfactory
2015-09-11
Hyderabad
60.88
51.27
5.15
30.64
24.22
25.86
0.53
5.16
24.11
102.933333
51.27
6.45
30.275
6.4375
38.3
6.465
26.5
24.11
9
103
Moderate
2019-07-06
Bengaluru
16.65
51.06
6.2
21.47
25.96
10.2
0.76
5.32
29
27.75
51.06
6.65
32.45
7.75
26.8375
2.55
38
29
9
51
Satisfactory
2017-11-28
Chennai
42.05
144.06
6.88
24.99
16.62
214.16
0.76
19.09
25.07
70.083333
129.373333
23.8625
20.775
8.6
31.2375
53.54
38
25.07
9
129
Moderate
2019-10-29
Chennai
31.22
46.07
24.12
33.68
56.01
86.42
0.8
8.58
33.76
52.033333
46.07
10.725
70.0125
30.15
42.1
21.605
40
33.76
9
70
Satisfactory
2015-03-08
Lucknow
63.24
80.2
10.8
19.58
4.39
11.83
12.21
167.19
22.09
110.8
80.2
129.063333
5.4875
13.5
24.475
2.9575
231.571429
22.09
9
232
Poor
2019-05-08
Hyderabad
47.23
152.96
5.38
42.65
26.82
20.71
0.78
11.17
39.92
78.716667
135.306667
13.9625
33.525
6.725
53.3125
5.1775
39
39.92
9
135
Moderate
2015-09-23
Lucknow
39.66
101.42
1.77
6.08
2.21
25.1
1.52
1.23
18.51
66.1
100.946667
1.5375
2.7625
2.2125
7.6
6.275
76
18.51
9
101
Moderate
2017-05-12
Hyderabad
34.8
77.97
5
36.6
11.62
23.81
0.15
4.51
53.61
58
77.97
5.6375
14.525
6.25
45.75
5.9525
7.5
53.61
9
78
Satisfactory
2018-07-30
Mumbai
15.45
50.4
14.19
11.65
25.84
22.04
1.15
12.34
21.34
25.75
50.4
15.425
32.3
17.7375
14.5625
5.51
57.5
21.34
9
57
Satisfactory
2019-06-12
Delhi
59.86
240.88
16.55
30.46
30.61
34.98
0.92
11.57
62.12
99.766667
193.92
14.4625
38.2625
20.6875
38.075
8.745
46
62.12
9
194
Moderate
2015-05-20
Chennai
97.96
176.25
5.9
16.44
18.92
52.02
6.45
16.19
24.28
226.533333
150.833333
20.2375
23.65
7.375
20.55
13.005
155.625
24.28
9
227
Poor
2019-09-06
Lucknow
41.64
26.23
8.65
17.35
17.78
29.6
1.09
4.83
29.74
69.4
26.23
6.0375
22.225
10.8125
21.6875
7.4
54.5
29.74
9
69
Satisfactory
2017-04-20
Hyderabad
49.73
155.18
8.94
35.29
10.53
41.98
0.12
15.24
48.24
82.883333
136.786667
19.05
13.1625
11.175
44.1125
10.495
6
48.24
9
137
Moderate
2015-12-04
Delhi
186.64
352.14
64.77
79.52
113.72
43.76
2.28
20.76
88.93
351.261538
302.675
25.95
133.72
80.9625
99.4
10.94
103.5
88.93
9
351
Very Poor
2016-11-23
Chennai
88.08
91.64
4.79
31.32
18.05
48.28
0.07
6.04
56.6
193.6
91.64
7.55
22.5625
5.9875
39.15
12.07
3.5
56.6
9
194
Moderate
2018-06-22
Patna
79.93
45.55
9.04
87.24
28.08
41.11
1.12
37.85
93.57
166.433333
45.55
47.3125
35.1
11.3
107.24
10.2775
56
93.57
9
166
Moderate
2017-02-13
Chennai
54.94
268.92
6.57
13.42
11.96
23.08
0.17
3.6
23.36
91.566667
218.92
4.5
14.95
8.2125
16.775
5.77
8.5
23.36
9
219
Poor
2019-03-19
Lucknow
99.81
74.26
4.76
31.67
24.73
10.09
1.29
11.56
44.18
232.7
74.26
14.45
30.9125
5.95
39.5875
2.5225
64.5
44.18
9
233
Poor
2019-11-08
Delhi
154.14
253.44
51.48
52.79
73.74
38.97
1.68
14.04
32.33
326.261538
203.44
17.55
92.175
64.35
65.9875
9.7425
84
32.33
9
326
Very Poor
2015-06-26
Hyderabad
33.29
182.48
9.28
7.34
16.56
7.5
0.63
8.38
15.3
55.483333
154.986667
10.475
20.7
11.6
9.175
1.875
31.5
15.3
9
155
Moderate
2015-02-27
Mumbai
130.42
163.67
13.85
11.24
26.84
20.09
0
7.77
11.22
308.015385
142.446667
9.7125
33.55
17.3125
14.05
5.0225
0
11.22
8
308
Very Poor
2019-12-06
Chennai
53.68
89.09
5.35
13.29
17.05
207.14
0.55
7.21
33.97
89.466667
89.09
9.0125
21.3125
6.6875
16.6125
51.785
27.5
33.97
9
89
Satisfactory
2018-04-17
Patna
94.45
61.9
10.19
12.72
9.66
30.22
1.41
48.2
70.62
214.833333
61.9
60.25
12.075
12.7375
15.9
7.555
70.5
70.62
9
215
Poor
2018-08-12
Lucknow
33.21
28.35
9.78
41.08
27.27
28.62
0.92
5.97
7.65
55.35
28.35
7.4625
34.0875
12.225
51.35
7.155
46
7.65
9
55
Satisfactory
2017-04-30
Chennai
43.89
71.82
3.13
9.75
8.92
34.42
0
6.4
43.9
73.15
71.82
8
11.15
3.9125
12.1875
8.605
0
43.9
8
73
Satisfactory
2016-01-09
Mumbai
196.61
108.77
47.9
12.75
7.51
10.47
0
7.2
100.54
358.930769
105.846667
9
9.3875
59.875
15.9375
2.6175
0
100.794118
8
359
Very Poor
2015-10-20
Lucknow
188.69
116.14
16.41
7.78
4.22
11.14
1.74
4.39
69.65
352.838462
110.76
5.4875
5.275
20.5125
9.725
2.785
87
69.65
9
353
Very Poor
2017-04-27
Lucknow
119.93
271.06
9.88
36.53
9.24
28.45
1.38
6.98
96.12
299.766667
221.06
8.725
11.55
12.35
45.6625
7.1125
69
96.12
9
300
Poor
2020-01-09
Delhi
89.26
132.06
14.71
32.3
31.03
36.87
0.89
7.28
22
197.533333
121.373333
9.1
38.7875
18.3875
40.375
9.2175
44.5
22
9
198
Moderate
2016-06-27
Bengaluru
16.54
48.92
9.12
26.15
19.61
43.21
3.02
2.1
45.27
27.566667
48.92
2.625
24.5125
11.4
32.6875
10.8025
112.75
45.27
9
113
Moderate
2015-02-09
Hyderabad
134.67
109.86
4.38
16.54
20.91
13.61
0.32
3.67
42.7
311.284615
106.573333
4.5875
26.1375
5.475
20.675
3.4025
16
42.7
9
311
Very Poor
2019-01-09
Patna
162.64
164.93
6.93
24.67
10.59
18.51
1.14
32.73
69.1
332.8
143.286667
40.9125
13.2375
8.6625
30.8375
4.6275
57
69.1
9
333
Very Poor
2017-08-06
Delhi
61.44
80.57
52.38
41.75
10.21
43.5
0
5.32
27.85
104.8
80.57
6.65
12.7625
65.475
52.1875
10.875
0
27.85
8
105
Moderate
2020-05-12
Chennai
8.82
70.53
4.9
5.42
10.02
39.1
0.72
4.63
45.26
14.7
70.53
5.7875
12.525
6.125
6.775
9.775
36
45.26
9
71
Satisfactory
2015-11-16
Delhi
184.02
323.56
81.18
85.03
129.22
60.07
2.26
21.27
94.79
349.246154
273.56
26.5875
149.22
101.18
105.03
15.0175
103.25
94.79
9
349
Very Poor
2017-12-27
Delhi
224.27
317.87
58.71
65.61
9.76
71.71
1.69
23.17
58.98
380.207692
267.87
28.9625
12.2
73.3875
82.0125
17.9275
84.5
58.98
9
380
Very Poor
2019-12-28
Hyderabad
73.73
141.13
10.37
39.62
28.11
13.24
0.72
14.5
31.39
145.766667
127.42
18.125
35.1375
12.9625
49.525
3.31
36
31.39
9
146
Moderate
2019-04-14
Hyderabad
41
102.32
4.6
41.38
25.55
12.37
0.67
8.61
37.66
68.333333
101.546667
10.7625
31.9375
5.75
51.725
3.0925
33.5
37.66
9
102
Moderate
2017-01-22
Hyderabad
60.61
111.85
10.06
49.44
16.53
15.71
0
6.68
53.25
102.033333
107.9
8.35
20.6625
12.575
61.8
3.9275
0
53.25
8
108
Moderate
2018-02-21
Lucknow
228.66
346.46
95.81
50.36
85.51
37.55
1.23
19.24
25.85
383.584615
296.46
24.05
105.51
115.81
62.95
9.3875
61.5
25.85
9
384
Very Poor
2020-02-07
Hyderabad
32.21
85.67
10.06
28.37
21.89
16.24
0.39
4.61
28.54
53.683333
85.67
5.7625
27.3625
12.575
35.4625
4.06
19.5
28.54
9
86
Satisfactory
2018-10-24
Bengaluru
62.67
111.41
19.33
40.4
47.8
14.23
1.01
8.31
24.3
108.9
107.606667
10.3875
59.75
24.1625
50.5
3.5575
50.5
24.3
9
109
Moderate
2015-03-17
Hyderabad
55.55
104.33
7.88
18.99
26.87
39.8
0.37
6.11
42.96
92.583333
102.886667
7.6375
33.5875
9.85
23.7375
9.95
18.5
42.96
9
103
Moderate
2015-03-27
Bengaluru
42.1
null
4.01
25.55
17.37
30.96
2.85
2.46
51.93
70.166667
0
3.075
21.7125
5.0125
31.9375
7.74
110.625
51.93
8
111
Moderate
2017-06-03
Bengaluru
20.98
56.9
7
33.91
0
23.86
0.3
3.08
8.19
34.966667
56.9
3.85
0
8.75
42.3875
5.965
15
8.19
8
57
Satisfactory
2019-10-28
Lucknow
212.66
91.27
31.7
67.87
61.07
33.4
1.42
11.27
28.37
371.276923
91.27
14.0875
76.3375
39.625
84.8375
8.35
71
28.37
9
371
Very Poor
2017-10-29
Mumbai
187.82
147.82
10.52
55.4
21.46
50.6
0
25.08
83.99
352.169231
131.88
31.35
26.825
13.15
69.25
12.65
0
83.99
8
352
Very Poor