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
2018-12-02
Delhi
164.63
331.5
131.08
67.18
152.89
45.3
2.77
16.62
39.35
334.330769
281.5
20.775
172.89
151.08
83.975
11.325
109.625
39.35
9
334
Very Poor
2020-05-20
Bengaluru
17.9
64
4.3
13.77
15.4
8.9
0.72
6.05
26.03
29.833333
64
7.5625
19.25
5.375
17.2125
2.225
36
26.03
9
64
Satisfactory
2017-06-25
Chennai
41.41
325.29
10.3
17.67
14.27
31.68
0
7.74
20.75
69.016667
275.29
9.675
17.8375
12.875
22.0875
7.92
0
20.75
8
275
Poor
2018-09-05
Delhi
39.77
101.8
21.85
30.63
37.55
29.56
1.04
9.62
20.64
66.283333
101.2
12.025
46.9375
27.3125
38.2875
7.39
52
20.64
9
101
Moderate
2018-04-19
Delhi
89.49
282.24
27.08
51.78
62.47
35.35
1.19
16.76
53.3
198.3
232.24
20.95
78.0875
33.85
64.725
8.8375
59.5
53.3
9
232
Poor
2017-01-27
Lucknow
70.65
87.39
22.23
30.22
9.11
31.84
1.92
7.84
59.01
135.5
87.39
9.8
11.3875
27.7875
37.775
7.96
96
59.01
9
136
Moderate
2016-03-05
Patna
247.52
129.37
67.39
25.74
93.13
31.6
1.67
5.76
15.35
398.092308
119.58
7.2
113.13
84.2375
32.175
7.9
83.5
15.35
9
398
Very Poor
2015-02-19
Lucknow
159.97
193.78
4.5
29.61
4.47
19.81
16.37
113.63
25.96
330.746154
162.52
111.21
5.5875
5.625
37.0125
4.9525
291
25.96
9
331
Very Poor
2016-04-20
Lucknow
90.36
160.06
8.88
58.03
4.3
25.14
1.8
5.47
68.63
201.2
140.04
6.8375
5.375
11.1
72.5375
6.285
90
68.63
9
201
Poor
2018-12-27
Mumbai
67.26
133.78
43.87
50.21
93.15
56.6
1.81
22.18
33.39
124.2
122.52
27.725
113.15
54.8375
62.7625
14.15
90.5
33.39
9
124
Moderate
2015-11-28
Mumbai
327.45
294.29
4.52
8.91
92.86
32.75
0
17.09
44.59
459.576923
244.29
21.3625
112.86
5.65
11.1375
8.1875
0
44.59
8
460
Severe
2018-07-13
Hyderabad
13.21
26.26
4.5
20.22
14.07
10.32
0.27
6.21
15.7
22.016667
26.26
7.7625
17.5875
5.625
25.275
2.58
13.5
15.7
9
26
Good
2016-11-09
Delhi
307.08
415.79
111.51
103.26
67.31
58.89
1.38
21.52
33.89
443.907692
382.2375
26.9
84.1375
131.51
123.26
14.7225
69
33.89
9
444
Severe
2017-08-05
Hyderabad
20.34
64.87
8.67
20.12
8.91
7.81
0.18
6.57
27.34
33.9
64.87
8.2125
11.1375
10.8375
25.15
1.9525
9
27.34
9
65
Satisfactory
2019-11-04
Mumbai
28.41
66.83
21.88
26.02
47.57
13.52
0.84
13.21
16.42
47.35
66.83
16.5125
59.4625
27.35
32.525
3.38
42
16.42
9
67
Satisfactory
2018-06-29
Patna
48.51
44.86
24.65
96
46.82
40.02
1.1
39.94
54.45
80.85
44.86
49.925
58.525
30.8125
116
10.005
55
54.45
9
116
Moderate
2016-07-10
Patna
39.08
27.9
15.29
13.49
28.78
37.92
1.3
6.3
12.8
65.133333
27.9
7.875
35.975
19.1125
16.8625
9.48
65
12.8
9
65
Satisfactory
2018-12-07
Delhi
193.81
353.86
85.29
54.83
105.05
49.16
2.09
14.11
32.45
356.776923
304.825
17.6375
125.05
105.29
68.5375
12.29
101.125
32.45
9
357
Very Poor
2017-03-24
Hyderabad
54.59
135.47
10.5
42.79
11.92
19.77
0.17
11.49
64.9
90.983333
123.646667
14.3625
14.9
13.125
53.4875
4.9425
8.5
64.9
9
124
Moderate
2018-04-05
Mumbai
83.45
114.6
5.13
36.55
62.54
49.53
1.23
50.91
86.72
178.166667
109.733333
63.6375
78.175
6.4125
45.6875
12.3825
61.5
86.72
9
178
Moderate
2015-01-17
Chennai
196.46
356.2
9.57
17.4
12.93
3.77
1.7
10.44
26.34
358.815385
307.75
13.05
16.1625
11.9625
21.75
0.9425
85
26.34
9
359
Very Poor
2016-09-30
Chennai
38.14
101.49
13.75
17.9
18.39
11.83
0.17
2.9
33.94
63.566667
100.993333
3.625
22.9875
17.1875
22.375
2.9575
8.5
33.94
9
101
Moderate
2018-10-02
Mumbai
49.52
116.69
44.32
36.92
81.23
35.08
2
15.18
49.69
82.533333
111.126667
18.975
101.23
55.4
46.15
8.77
100
49.69
9
111
Moderate
2019-11-09
Lucknow
161.6
230.5
33.33
60.77
59.48
29.8
1.18
10.19
31.36
332
187
12.7375
74.35
41.6625
75.9625
7.45
59
31.36
9
332
Very Poor
2020-04-27
Bengaluru
19.25
50.33
3.17
11.69
14.32
9.21
0.76
5.55
33.06
32.083333
50.33
6.9375
17.9
3.9625
14.6125
2.3025
38
33.06
9
50
Good
2016-07-01
Delhi
58.21
113.1
12.65
29.28
40.04
42.08
2.23
7.97
37.35
97.016667
108.733333
9.9625
50.05
15.8125
36.6
10.52
102.875
37.35
9
109
Moderate
2019-01-21
Hyderabad
66.4
129.97
4.63
46.24
28.09
19.07
0.68
6.44
33.19
121.333333
119.98
8.05
35.1125
5.7875
57.8
4.7675
34
33.19
9
121
Moderate
2015-02-20
Lucknow
144.12
162.2
4.33
18.41
5.14
31.1
5.26
4.12
16.19
318.553846
141.466667
5.15
6.425
5.4125
23.0125
7.775
140.75
16.19
9
319
Very Poor
2017-04-10
Lucknow
77.6
90.64
9.12
36.26
0
22.74
1.39
7.52
112.79
158.666667
90.64
9.4
0
11.4
45.325
5.685
69.5
118.808824
8
159
Moderate
2020-01-27
Lucknow
150.69
119.51
36.21
84.52
72.79
6.5
2.12
11.15
23.99
323.607692
113.006667
13.9375
90.9875
45.2625
104.52
1.625
101.5
23.99
9
324
Very Poor
2019-05-21
Hyderabad
43.6
114.83
2.23
20.39
12.46
13.28
0.5
5.97
53.16
72.666667
109.886667
7.4625
15.575
2.7875
25.4875
3.32
25
53.16
9
110
Moderate
2019-05-12
Lucknow
78.3
503.28
7.48
23.23
18.11
17.9
1.4
6.72
47.31
161
491.6
8.4
22.6375
9.35
29.0375
4.475
70
47.31
9
492
Severe
2020-02-28
Bengaluru
42.58
95.58
5.36
26.77
29.54
12.35
1.06
6.75
46.4
70.966667
95.58
8.4375
36.925
6.7
33.4625
3.0875
53
46.4
9
96
Satisfactory
2016-04-10
Lucknow
111.2
154.18
8.08
53.1
4.22
62.62
1.31
5.2
69.38
270.666667
136.12
6.5
5.275
10.1
66.375
15.655
65.5
69.38
9
271
Poor
2016-03-02
Delhi
175.63
244.58
123.21
102.23
181.1
41.75
1.94
25.53
157.07
342.792308
196.386667
31.9125
201.1
143.21
122.23
10.4375
97
183.926471
9
343
Very Poor
2016-10-04
Hyderabad
11.98
35.51
9.57
42.12
13.8
9
0.03
6.74
22.95
19.966667
35.51
8.425
17.25
11.9625
52.65
2.25
1.5
22.95
9
53
Satisfactory
2016-01-25
Mumbai
238.8
121.42
7.99
66.89
40.69
19.55
0
9.03
103.53
391.384615
114.28
11.2875
50.8625
9.9875
83.6125
4.8875
0
105.191176
8
391
Very Poor
2018-03-21
Lucknow
115.04
280.94
28.28
56.86
50.38
30.25
0.58
13.27
24.86
283.466667
230.94
16.5875
62.975
35.35
71.075
7.5625
29
24.86
9
283
Poor
2015-02-12
Hyderabad
177.98
394.97
6.82
26.48
33.3
26.22
0.72
1.67
0.02
344.6
356.2125
2.0875
41.625
8.525
33.1
6.555
36
0.02
9
356
Very Poor
2017-04-27
Patna
119.93
271.06
9.88
45.42
9.24
28.45
0
5.61
27.84
299.766667
221.06
7.0125
11.55
12.35
56.775
7.1125
0
27.84
8
300
Poor
2016-10-11
Lucknow
111.37
70.21
3.19
42.49
0
15.11
1.43
5.8
23.73
271.233333
70.21
7.25
0
3.9875
53.1125
3.7775
71.5
23.73
8
271
Poor
2020-02-02
Bengaluru
35.27
84.84
4.24
24.1
23.37
13.05
0.81
6.12
39.98
58.783333
84.84
7.65
29.2125
5.3
30.125
3.2625
40.5
39.98
9
85
Satisfactory
2018-07-11
Lucknow
32.77
53.13
10.77
25.75
22.32
25.53
0.85
6.62
57.39
54.616667
53.13
8.275
27.9
13.4625
32.1875
6.3825
42.5
57.39
9
57
Satisfactory
2018-10-07
Mumbai
54.76
118.68
30.75
31.68
62.43
14.74
1.89
22.58
52.25
91.266667
112.453333
28.225
78.0375
38.4375
39.6
3.685
94.5
52.25
9
112
Moderate
2016-05-24
Delhi
57.35
103.26
12.6
43.57
53.77
36.69
0.89
13.46
75.38
95.583333
102.173333
16.825
67.2125
15.75
54.4625
9.1725
44.5
75.38
9
102
Moderate
2018-01-19
Delhi
253.7
398.16
41.26
49.45
81.11
63.31
1.82
22.27
73.6
402.846154
360.2
27.8375
101.11
51.575
61.8125
15.8275
91
73.6
9
403
Severe
2017-07-06
Mumbai
42.38
45.03
9.65
20.71
0
3.63
0
3.82
29.56
70.633333
45.03
4.775
0
12.0625
25.8875
0.9075
0
29.56
7
71
Satisfactory
2016-06-22
Hyderabad
24.56
23.86
7.98
11.26
19.25
31.53
1.18
6.34
18.23
40.933333
23.86
7.925
24.0625
9.975
14.075
7.8825
59
18.23
9
59
Satisfactory
2019-05-11
Lucknow
82.16
136.64
7.72
32.83
23.28
16.54
1.61
9.18
31.5
173.866667
124.426667
11.475
29.1
9.65
41.0375
4.135
80.5
31.5
9
174
Moderate
2019-05-05
Bengaluru
54.62
110.84
6.9
26.36
25.65
16.93
0.8
4.21
61.04
91.033333
107.226667
5.2625
32.0625
8.625
32.95
4.2325
40
61.04
9
107
Moderate
2018-05-26
Chennai
38.2
43.62
12.09
20.58
18.25
59.67
0.88
6.46
38.06
63.666667
43.62
8.075
22.8125
15.1125
25.725
14.9175
44
38.06
9
64
Satisfactory
2017-08-01
Patna
32.39
91.01
10.17
17.62
8.51
24.62
0
4.47
10.84
53.983333
91.01
5.5875
10.6375
12.7125
22.025
6.155
0
10.84
8
91
Satisfactory
2019-01-29
Delhi
142
235.85
33.51
51.47
58.67
36.19
1.24
18.56
33.83
316.923077
190.566667
23.2
73.3375
41.8875
64.3375
9.0475
62
33.83
9
317
Very Poor
2020-04-14
Delhi
58.22
144.7
8.83
25.71
22.96
28.76
0.93
17.38
40.74
97.033333
129.8
21.725
28.7
11.0375
32.1375
7.19
46.5
40.74
9
130
Moderate
2019-10-19
Bengaluru
19.25
37.64
9.17
23.99
27.14
13.73
0.72
4.63
20.61
32.083333
37.64
5.7875
33.925
11.4625
29.9875
3.4325
36
20.61
9
38
Good
2018-06-22
Hyderabad
21.26
45.55
2.2
28.03
16.4
13.37
0.49
6.19
25.78
35.433333
45.55
7.7375
20.5
2.75
35.0375
3.3425
24.5
25.78
9
46
Good
2018-08-15
Patna
44
68.81
22.18
53.17
27.22
19.41
1.25
23.49
32.29
73.333333
68.81
29.3625
34.025
27.725
66.4625
4.8525
62.5
32.29
9
73
Satisfactory
2017-05-08
Delhi
183.82
392.34
78.17
94.19
68.74
50.62
1.34
52.99
39.49
349.092308
352.925
66.2375
85.925
97.7125
114.19
12.655
67
39.49
9
353
Very Poor
2019-07-25
Hyderabad
12.86
34.31
3.65
12.51
9.19
8.83
0.42
7.48
18.8
21.433333
34.31
9.35
11.4875
4.5625
15.6375
2.2075
21
18.8
9
34
Good
2018-02-15
Mumbai
30.19
59.31
5.47
21.91
40.8
44.48
1.01
11.47
40.81
50.316667
59.31
14.3375
51
6.8375
27.3875
11.12
50.5
40.81
9
59
Satisfactory
2017-01-17
Delhi
177.67
206.63
39.9
51.44
35.24
33.13
0.63
18.44
36.21
344.361538
171.086667
23.05
44.05
49.875
64.3
8.2825
31.5
36.21
9
344
Very Poor
2019-02-15
Mumbai
47.74
119.49
43.85
30.95
74.8
35.25
1.86
15.42
68.09
79.566667
112.993333
19.275
93.5
54.8125
38.6875
8.8125
93
68.09
9
113
Moderate
2017-07-12
Lucknow
21.53
76.48
9.11
14.36
4.81
27.31
1.21
3.01
13.23
35.883333
76.48
3.7625
6.0125
11.3875
17.95
6.8275
60.5
13.23
9
76
Satisfactory
2018-04-14
Chennai
22.23
235.01
14.1
20.28
17.46
54.65
0.86
4.51
23.02
37.05
190.006667
5.6375
21.825
17.625
25.35
13.6625
43
23.02
9
190
Moderate
2017-08-13
Lucknow
46.39
116.59
6.52
24.96
8.55
6.28
1.16
6.86
8.89
77.316667
111.06
8.575
10.6875
8.15
31.2
1.57
58
8.89
9
111
Moderate
2017-07-12
Hyderabad
14.29
47.25
7.8
15.3
7.23
5.08
0.15
5.86
29.41
23.816667
47.25
7.325
9.0375
9.75
19.125
1.27
7.5
29.41
9
47
Good
2018-10-22
Bengaluru
37.81
132.8
20.84
41.15
51.26
11.84
1.04
7.54
29.12
63.016667
121.866667
9.425
64.075
26.05
51.4375
2.96
52
29.12
9
122
Moderate
2015-12-20
Hyderabad
45.87
98.28
5.3
8.87
12.6
10.49
0.88
7.81
27.92
76.45
98.28
9.7625
15.75
6.625
11.0875
2.6225
44
27.92
9
98
Satisfactory
2018-09-14
Hyderabad
42.24
85.86
5.8
36.56
23.67
13.25
0.53
7.04
30.31
70.4
85.86
8.8
29.5875
7.25
45.7
3.3125
26.5
30.31
9
86
Satisfactory
2019-11-22
Bengaluru
44.17
78.49
11.39
32.14
36.86
15.81
1.06
6.26
32.59
73.616667
78.49
7.825
46.075
14.2375
40.175
3.9525
53
32.59
9
78
Satisfactory
2018-02-25
Mumbai
183.9
222.46
195.15
14.46
185.01
50.57
1.71
7.54
94.71
349.153846
181.64
9.425
205.01
215.15
18.075
12.6425
85.5
94.71
9
349
Very Poor
2018-07-04
Patna
44.58
52.86
10.65
64.3
23.11
10.13
0.73
34.38
59.27
74.3
52.86
42.975
28.8875
13.3125
80.375
2.5325
36.5
59.27
9
80
Satisfactory
2018-01-31
Delhi
123.48
205.56
22.07
45.46
48.06
39.32
2.52
11.35
53.7
302.676923
170.373333
14.1875
60.075
27.5875
56.825
9.83
106.5
53.7
9
303
Very Poor
2018-06-08
Lucknow
62.91
196.34
2.03
13.02
22.24
29.8
0.58
9.92
9.48
109.7
164.226667
12.4
27.8
2.5375
16.275
7.45
29
9.48
9
164
Moderate
2015-08-02
Hyderabad
28.96
123.24
9.09
9.68
18.53
44
0.65
9.04
23.61
48.266667
115.493333
11.3
23.1625
11.3625
12.1
11
32.5
23.61
9
115
Moderate
2016-03-04
Bengaluru
54.04
137.04
9.52
38.09
25.03
21.95
0.62
2.45
42.21
90.066667
124.693333
3.0625
31.2875
11.9
47.6125
5.4875
31
42.21
9
125
Moderate
2018-08-25
Bengaluru
22.36
75.89
24.38
19.62
36.32
25.09
0.92
7.61
12.01
37.266667
75.89
9.5125
45.4
30.475
24.525
6.2725
46
12.01
9
76
Satisfactory
2017-01-24
Patna
218.21
148.62
60.44
50.27
110.68
23.95
2.18
1.41
10.86
375.546154
132.413333
1.7625
130.68
75.55
62.8375
5.9875
102.25
10.86
9
376
Very Poor
2018-12-16
Mumbai
56.54
155.32
30.17
36.6
66.74
24.23
1.8
33.29
43.55
94.233333
136.88
41.6125
83.425
37.7125
45.75
6.0575
90
43.55
9
137
Moderate
2018-05-13
Delhi
80.64
236.35
17.22
31.22
44.1
59.34
2.1
11.48
67.88
168.8
190.9
14.35
55.125
21.525
39.025
14.835
101.25
67.88
9
191
Moderate
2016-05-28
Chennai
50.64
36.26
4.53
17.49
14.35
164.84
1.84
3.96
55.38
84.4
36.26
4.95
17.9375
5.6625
21.8625
41.21
92
55.38
9
92
Satisfactory
2017-04-21
Chennai
89
146.01
2.52
10.87
9.01
35.77
0.03
6.35
45.42
196.666667
130.673333
7.9375
11.2625
3.15
13.5875
8.9425
1.5
45.42
9
197
Moderate
2020-02-08
Bengaluru
45.3
106.63
5.64
30.49
30.83
13.5
0.95
7.2
38.36
75.5
104.42
9
38.5375
7.05
38.1125
3.375
47.5
38.36
9
104
Moderate
2015-09-06
Bengaluru
18.38
null
2.41
11.7
7.72
26.75
22.81
1.35
26.32
30.633333
0
1.6875
9.65
3.0125
14.625
6.6875
334.176471
26.32
8
334
Very Poor
2016-04-03
Chennai
63.65
157.92
4.99
5.76
8.7
190.4
0.81
3.97
20.87
112.166667
138.613333
4.9625
10.875
6.2375
7.2
47.6
40.5
20.87
9
139
Moderate
2018-12-05
Mumbai
72.91
201.08
81.97
68.46
150.46
18.26
3.26
15.46
75.06
143.033333
167.386667
19.325
170.46
101.97
85.575
4.565
115.75
75.06
9
170
Moderate
2015-06-22
Patna
66.78
139.2
30.72
12.45
42.94
27.31
2.1
8.39
17.44
122.6
126.133333
10.4875
53.675
38.4
15.5625
6.8275
101.25
17.44
9
126
Moderate
2015-10-16
Mumbai
49.23
301.61
60.16
51.64
109.07
7.46
0
7.59
11.33
82.05
251.61
9.4875
129.07
75.2
64.55
1.865
0
11.33
8
252
Poor
2018-03-25
Delhi
85.34
190.95
11.77
34.66
41.31
37.35
0.96
15.57
54.47
184.466667
160.633333
19.4625
51.6375
14.7125
43.325
9.3375
48
54.47
9
184
Moderate
2017-04-21
Patna
130.13
146.01
4.21
10.87
9.01
35.77
0
4.71
54.16
307.792308
130.673333
5.8875
11.2625
5.2625
13.5875
8.9425
0
54.16
8
308
Very Poor
2015-07-24
Mumbai
46.13
94.49
4.39
43.99
19.92
37.38
0
16.01
47.11
76.883333
94.49
20.0125
24.9
5.4875
54.9875
9.345
0
47.11
8
94
Satisfactory
2019-01-22
Mumbai
34.26
109.43
36.32
35.26
71.55
39.73
1.94
22.76
25.59
57.1
106.286667
28.45
89.4375
45.4
44.075
9.9325
97
25.59
9
106
Moderate
2020-05-24
Chennai
22.78
106.32
7.5
9.37
16.33
41.49
1.12
6.79
49.94
37.966667
104.213333
8.4875
20.4125
9.375
11.7125
10.3725
56
49.94
9
104
Moderate
2019-08-01
Bengaluru
19.87
51.46
5.12
19.76
18.94
11.1
0.69
3.68
23.76
33.116667
51.46
4.6
23.675
6.4
24.7
2.775
34.5
23.76
9
51
Satisfactory
2016-12-26
Mumbai
294.09
307.64
31.48
55.26
19.56
36.57
0
22.82
3.24
433.915385
257.64
28.525
24.45
39.35
69.075
9.1425
0
3.24
8
434
Severe
2016-12-20
Chennai
60.03
94.81
6.35
68.35
45.61
45.61
0
10.33
34.48
100.1
94.81
12.9125
57.0125
7.9375
85.4375
11.4025
0
34.48
8
100
Satisfactory
2016-11-28
Hyderabad
63.92
103.2
7.48
5.31
3.59
4.08
0.49
42.29
57.06
113.066667
102.133333
52.8625
4.4875
9.35
6.6375
1.02
24.5
57.06
9
113
Moderate
2019-08-03
Hyderabad
6.75
12.53
2.95
11.92
8.49
4.52
0.33
4.24
14.61
11.25
12.53
5.3
10.6125
3.6875
14.9
1.13
16.5
14.61
9
16
Good
2015-03-21
Lucknow
518.1
172.91
8.47
25.91
4.22
11.76
2.05
10.99
59.02
606.230769
148.606667
13.7375
5.275
10.5875
32.3875
2.94
100.625
59.02
9
606
Severe
2018-11-08
Mumbai
130.47
276.46
75.54
67.3
142.85
44.2
2.81
40.57
48.41
308.053846
226.46
50.7125
162.85
94.425
84.125
11.05
110.125
48.41
9
308
Very Poor