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
2019-08-06
Patna
35.82
57.31
31.65
73.18
38.16
12.25
2.22
47.05
57.34
59.7
57.31
58.8125
47.7
39.5625
91.475
3.0625
102.75
57.34
9
103
Moderate
2016-03-12
Lucknow
85.74
109.62
6.04
39.66
5.75
26.04
1.28
5.13
47.69
185.8
106.413333
6.4125
7.1875
7.55
49.575
6.51
64
47.69
9
186
Moderate
2019-10-17
Bengaluru
19.3
48.38
17.76
27.52
35.63
17.01
0.85
3.74
20.66
32.166667
48.38
4.675
44.5375
22.2
34.4
4.2525
42.5
20.66
9
48
Good
2018-04-03
Bengaluru
27.82
100.63
9.49
40.15
49.37
45.56
1.15
3.91
38.27
46.366667
100.42
4.8875
61.7125
11.8625
50.1875
11.39
57.5
38.27
9
100
Satisfactory
2018-02-10
Bengaluru
30.34
84.89
8.37
39.51
25.66
90.65
0.99
6.63
25.27
50.566667
84.89
8.2875
32.075
10.4625
49.3875
22.6625
49.5
25.27
9
85
Satisfactory
2019-01-27
Hyderabad
51.29
74.22
6.08
32.05
21.7
21.41
0.55
9.21
13.14
85.483333
74.22
11.5125
27.125
7.6
40.0625
5.3525
27.5
13.14
9
85
Satisfactory
2016-03-12
Mumbai
60.17
109.62
5.27
13.84
23.02
26.04
0
6.19
47.69
100.566667
106.413333
7.7375
28.775
6.5875
17.3
6.51
0
47.69
8
106
Moderate
2017-03-16
Hyderabad
27.44
44.62
9.18
24.38
8.05
12.84
0.11
7.14
42.8
45.733333
44.62
8.925
10.0625
11.475
30.475
3.21
5.5
42.8
9
46
Good
2015-01-11
Lucknow
205.41
393.2
3.53
18.77
4.22
131.1
15.69
178.93
27.51
365.7
354
132.976667
5.275
4.4125
23.4625
32.775
281.285714
27.51
9
366
Very Poor
2017-04-22
Lucknow
112.19
263.66
11.6
11.9
20.08
39.46
1.42
5.68
84.75
273.966667
213.66
7.1
25.1
14.5
14.875
9.865
71
84.75
9
274
Poor
2018-03-08
Mumbai
118.69
114.59
60.76
44.32
104.37
29.09
1.73
9.39
45.08
295.633333
109.726667
11.7375
124.37
75.95
55.4
7.2725
86.5
45.08
9
296
Poor
2020-02-17
Hyderabad
59.75
138.05
18.42
44.99
35.83
24.82
0.63
10.93
29.88
99.583333
125.366667
13.6625
44.7875
23.025
56.2375
6.205
31.5
29.88
9
125
Moderate
2019-02-15
Hyderabad
38.84
86.91
3.95
38.74
23.07
13.93
0.54
3.41
28.5
64.733333
86.91
4.2625
28.8375
4.9375
48.425
3.4825
27
28.5
9
87
Satisfactory
2020-06-03
Delhi
50.62
114.01
7.07
28.02
21.64
36.05
0.9
15.91
52.16
84.366667
109.34
19.8875
27.05
8.8375
35.025
9.0125
45
52.16
9
109
Moderate
2017-11-21
Chennai
18.44
87.99
11.55
22.22
16.24
301.28
0.8
12.9
9.64
30.733333
87.99
16.125
20.3
14.4375
27.775
75.32
40
9.64
9
88
Satisfactory
2017-01-20
Patna
136.57
207.03
31.87
54.87
86.74
24.05
1.15
4.28
21.18
312.746154
171.353333
5.35
106.74
39.8375
68.5875
6.0125
57.5
21.18
9
313
Very Poor
2018-03-13
Mumbai
102.13
245.66
4.21
12.19
63.2
18.14
1.34
5.62
34.42
240.433333
197.106667
7.025
79
5.2625
15.2375
4.535
67
34.42
9
240
Poor
2016-10-01
Mumbai
52.04
100.91
8.31
22.49
4.41
40.08
0
24.55
12.68
86.733333
100.606667
30.6875
5.5125
10.3875
28.1125
10.02
0
12.68
8
101
Moderate
2016-05-31
Mumbai
81.11
32.09
8.49
49.41
5.38
56.94
0
2.46
19.68
170.366667
32.09
3.075
6.725
10.6125
61.7625
14.235
0
19.68
8
170
Moderate
2020-06-05
Mumbai
11.26
33.01
16.89
16.35
33.24
13.01
0.31
11.64
23.29
18.766667
33.01
14.55
41.55
21.1125
20.4375
3.2525
15.5
23.29
9
42
Good
2019-02-03
Patna
202.97
257.39
9.5
27.64
12.92
64.87
2.07
42.02
67.5
363.823077
207.39
52.525
16.15
11.875
34.55
16.2175
100.875
67.5
9
364
Very Poor
2016-01-28
Hyderabad
66.76
103.98
5.41
2.59
5.3
10.45
1.24
12.97
0.1
122.533333
102.653333
16.2125
6.625
6.7625
3.2375
2.6125
62
0.1
9
123
Moderate
2015-11-20
Delhi
271.42
470.08
139.98
101.44
164.44
64.78
3.28
26.81
124.74
416.476923
450.1
33.5125
184.44
159.98
121.44
16.195
116
136.382353
9
450
Severe
2017-11-30
Mumbai
274.25
344.17
10.38
18.18
27.5
77.53
0
8.59
60.26
418.653846
294.17
10.7375
34.375
12.975
22.725
19.3825
0
60.26
8
419
Severe
2019-09-04
Patna
36.88
22.06
33.2
75.3
39.64
29.66
1.25
57.88
91.09
61.466667
22.06
72.35
49.55
41.5
94.125
7.415
62.5
91.09
9
94
Satisfactory
2016-04-06
Delhi
91.82
202.91
24.61
52.54
64.76
32.31
1.4
31.06
37.04
206.066667
168.606667
38.825
80.95
30.7625
65.675
8.0775
70
37.04
9
206
Poor
2016-05-03
Chennai
54.16
87.52
5.41
15.93
14.95
119.72
1.05
5.27
38.81
90.266667
87.52
6.5875
18.6875
6.7625
19.9125
29.93
52.5
38.81
9
90
Satisfactory
2017-11-07
Hyderabad
34.96
81.64
15.51
43.63
29.83
13.12
0.68
11.95
43.46
58.266667
81.64
14.9375
37.2875
19.3875
54.5375
3.28
34
43.46
9
82
Satisfactory
2017-01-31
Patna
135.36
115.66
55.95
48.37
104.31
54.92
1.6
1.9
10.46
311.815385
110.44
2.375
124.31
69.9375
60.4625
13.73
80
10.46
9
312
Very Poor
2016-02-07
Mumbai
82.78
101.15
7.04
84.52
20.36
46.76
0
3.82
20.9
175.933333
100.766667
4.775
25.45
8.8
104.52
11.69
0
20.9
8
176
Moderate
2016-01-23
Hyderabad
66.16
97.42
5.23
13.23
17.06
10.5
0.99
8.42
48.7
120.533333
97.42
10.525
21.325
6.5375
16.5375
2.625
49.5
48.7
9
121
Moderate
2017-01-09
Patna
268.38
136.23
102.71
35.12
137.84
13.47
3.25
12.9
6.71
414.138462
124.153333
16.125
157.84
122.71
43.9
3.3675
115.625
6.71
9
414
Severe
2015-09-05
Lucknow
51.36
201.89
5.57
10.81
4.64
54.9
1.48
9.86
26.45
85.6
167.926667
12.325
5.8
6.9625
13.5125
13.725
74
26.45
9
168
Moderate
2018-05-17
Lucknow
152.65
74.2
5.37
45.31
26.18
36.24
0.47
10.36
40.03
325.115385
74.2
12.95
32.725
6.7125
56.6375
9.06
23.5
40.03
9
325
Very Poor
2015-05-29
Mumbai
30.77
275.6
3.57
21.32
23.5
4.88
0
10.99
76.1
51.283333
225.6
13.7375
29.375
4.4625
26.65
1.22
0
76.1
8
226
Poor
2016-09-23
Lucknow
28.4
11
3.37
25.35
8.74
120.07
9.49
5.08
17.49
47.333333
11
6.35
10.925
4.2125
31.6875
30.0175
193.625
17.49
9
194
Moderate
2015-12-31
Lucknow
207.99
74.39
21.55
17.98
3.3
72.69
4.27
8.1
50.82
367.684615
74.39
10.125
4.125
26.9375
22.475
18.1725
128.375
50.82
9
368
Very Poor
2017-04-16
Chennai
55.89
172.7
4.38
10.67
10.31
38.41
0.12
4.88
39.32
93.15
148.466667
6.1
12.8875
5.475
13.3375
9.6025
6
39.32
9
148
Moderate
2016-09-08
Patna
99.07
260.6
42.21
20.45
62.66
40.73
1.88
20.72
10.95
230.233333
210.6
25.9
78.325
52.7625
25.5625
10.1825
94
10.95
9
230
Poor
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
8.4875
0
19.725
48.7125
6.8125
33.5
26.27
8
151
Moderate
2017-11-17
Delhi
150.79
220.08
32.01
47.38
70.95
45.56
1.51
16.32
47.92
323.684615
180.053333
20.4
88.6875
40.0125
59.225
11.39
75.5
47.92
9
324
Very Poor
2015-02-22
Delhi
124.1
107.61
15.38
31.83
32.15
70.25
9.73
5.68
27.19
303.153846
105.073333
7.1
40.1875
19.225
39.7875
17.5625
196.625
27.19
9
303
Very Poor
2018-08-01
Hyderabad
21.88
75.6
4.48
25.54
16.46
13.51
0.28
6.2
16.38
36.466667
75.6
7.75
20.575
5.6
31.925
3.3775
14
16.38
9
76
Satisfactory
2016-03-19
Mumbai
89.05
194.95
10.49
2.57
11.05
9.14
0
6.68
56.49
196.833333
163.3
8.35
13.8125
13.1125
3.2125
2.285
0
56.49
8
197
Moderate
2016-05-31
Bengaluru
27.6
32.09
5
25.1
16.73
56.94
0.65
4.83
19.68
46
32.09
6.0375
20.9125
6.25
31.375
14.235
32.5
19.68
9
46
Good
2017-12-12
Lucknow
193.96
152.76
50.36
72.23
77.96
50.39
1.82
10.5
22.08
356.892308
135.173333
13.125
97.45
62.95
90.2875
12.5975
91
22.08
9
357
Very Poor
2017-08-30
Lucknow
33.11
90.87
9.59
13.48
7.72
24.58
1.65
4.41
26.77
55.183333
90.87
5.5125
9.65
11.9875
16.85
6.145
82.5
26.77
9
91
Satisfactory
2019-07-12
Mumbai
11.6
48.04
24.42
11.89
35.3
6.75
0.44
7.21
13.87
19.333333
48.04
9.0125
44.125
30.525
14.8625
1.6875
22
13.87
9
48
Good
2018-08-03
Mumbai
17.72
48.66
12.25
48.29
58.01
20.61
1.18
24.59
18.65
29.533333
48.66
30.7375
72.5125
15.3125
60.3625
5.1525
59
18.65
9
73
Satisfactory
2016-09-02
Mumbai
44.31
72.41
3.3
41.71
13.01
31.07
0
7.71
13.53
73.85
72.41
9.6375
16.2625
4.125
52.1375
7.7675
0
13.53
8
74
Satisfactory
2015-08-25
Mumbai
46.62
222.39
3.58
8.26
55.08
33.69
0
7.47
6.26
77.7
181.593333
9.3375
68.85
4.475
10.325
8.4225
0
6.26
8
182
Moderate
2019-06-07
Delhi
54.81
152.39
14.19
35.32
32.74
32.37
1.11
14.44
74.12
91.35
134.926667
18.05
40.925
17.7375
44.15
8.0925
55.5
74.12
9
135
Moderate
2016-10-29
Chennai
114.08
516.59
6.03
12.53
14.22
35.3
0.2
7.4
52.28
280.266667
508.2375
9.25
17.775
7.5375
15.6625
8.825
10
52.28
9
508
Severe
2016-02-12
Mumbai
146.03
296.27
5.45
29.52
13.46
10.28
0
3.44
49.34
320.023077
246.27
4.3
16.825
6.8125
36.9
2.57
0
49.34
8
320
Very Poor
2018-09-11
Delhi
28.33
78.11
19
26
32
23.37
0.78
9.77
23.21
47.216667
78.11
12.2125
40
23.75
32.5
5.8425
39
23.21
9
78
Satisfactory
2016-02-12
Hyderabad
61.41
96.56
5.45
10.43
14.54
10.28
0.68
4.48
49.34
104.7
96.56
5.6
18.175
6.8125
13.0375
2.57
34
49.34
9
105
Moderate
2015-09-30
Chennai
42.71
155.26
13.38
10.73
18.11
25.7
1.89
14.96
33.91
71.183333
136.84
18.7
22.6375
16.725
13.4125
6.425
94.5
33.91
9
137
Moderate
2019-09-21
Bengaluru
22.92
68.81
7.27
24.96
27.2
14.09
0.92
5.07
31.65
38.2
68.81
6.3375
34
9.0875
31.2
3.5225
46
31.65
9
69
Satisfactory
2020-04-01
Mumbai
20.08
58.94
9.72
7.77
17.03
10.35
0.4
6.55
31.73
33.466667
58.94
8.1875
21.2875
12.15
9.7125
2.5875
20
31.73
9
59
Satisfactory
2015-07-26
Bengaluru
25.14
null
3.59
11.03
7.88
8.39
2.42
2.54
8.9
41.9
0
3.175
9.85
4.4875
13.7875
2.0975
105.25
8.9
8
105
Moderate
2017-05-05
Patna
207.4
429.32
68.51
10.08
56.71
31
0
9.81
50.69
367.230769
399.15
12.2625
70.8875
85.6375
12.6
7.75
0
50.69
8
399
Very Poor
2016-10-28
Lucknow
141.16
503
73.74
67.32
6.24
64.34
2.79
9.46
41.48
316.276923
491.25
11.825
7.8
92.175
84.15
16.085
109.875
41.48
9
491
Severe
2015-01-07
Chennai
217.87
376.51
43.92
46.38
13.32
4.9
1.22
28.13
13.94
375.284615
333.1375
35.1625
16.65
54.9
57.975
1.225
61
13.94
9
375
Very Poor
2020-01-28
Delhi
104.45
149.12
17.85
42.01
37.97
42.76
1.26
11.12
23.29
248.166667
132.746667
13.9
47.4625
22.3125
52.5125
10.69
63
23.29
9
248
Poor
2015-10-25
Mumbai
197.17
102.9
3.03
56.46
80.41
28.26
0
13.81
56.16
359.361538
101.933333
17.2625
100.41
3.7875
70.575
7.065
0
56.16
8
359
Very Poor
2018-11-09
Patna
186.59
222.33
8.23
12.18
8.15
90.68
1.33
37.44
72.55
351.223077
181.553333
46.8
10.1875
10.2875
15.225
22.67
66.5
72.55
9
351
Very Poor
2019-12-30
Delhi
333.43
486.35
54.97
55.61
79.04
50.75
2.24
11.15
26.44
464.176923
470.4375
13.9375
98.8
68.7125
69.5125
12.6875
103
26.44
9
470
Severe
2019-02-04
Hyderabad
63.75
115.35
3.44
42.48
25
18.18
0.64
5.28
38.6
112.5
110.233333
6.6
31.25
4.3
53.1
4.545
32
38.6
9
112
Moderate
2015-10-10
Bengaluru
12.01
null
6.16
21.36
15.75
27.22
2.66
7.04
10.22
20.016667
0
8.8
19.6875
7.7
26.7
6.805
108.25
10.22
8
108
Moderate
2017-12-31
Hyderabad
68.45
126.76
13.13
62.26
43.33
18.74
1.02
8.17
39.55
128.166667
117.84
10.2125
54.1625
16.4125
77.825
4.685
51
39.55
9
128
Moderate
2017-06-22
Lucknow
51.28
124.6
6.61
14.26
9.3
4.94
1.15
4.08
17.81
85.466667
116.4
5.1
11.625
8.2625
17.825
1.235
57.5
17.81
9
116
Moderate
2020-03-06
Patna
52.48
125.73
23.99
40.42
53.75
25.8
0.69
9.77
37.84
87.466667
117.153333
12.2125
67.1875
29.9875
50.525
6.45
34.5
37.84
9
117
Moderate
2016-08-04
Patna
26.99
51.42
10.6
11.28
21.89
73.2
0.81
0.98
10.34
44.983333
51.42
1.225
27.3625
13.25
14.1
18.3
40.5
10.34
9
51
Satisfactory
2019-12-15
Mumbai
69.63
143.27
26.16
40.24
65.19
15.63
1.15
12.47
34.86
132.1
128.846667
15.5875
81.4875
32.7
50.3
3.9075
57.5
34.86
9
132
Moderate
2019-04-05
Hyderabad
31.28
84.24
2.63
27.38
16.5
14.06
0.46
7.11
53.76
52.133333
84.24
8.8875
20.625
3.2875
34.225
3.515
23
53.76
9
84
Satisfactory
2015-08-06
Bengaluru
17.94
null
6.02
18.38
13.03
33.49
3.15
5.94
7.21
29.9
0
7.425
16.2875
7.525
22.975
8.3725
114.375
7.21
8
114
Moderate
2019-10-31
Delhi
314.32
500.04
99.58
71.37
123.63
55.54
2.92
15.86
38.29
449.476923
487.55
19.825
143.63
119.58
89.2125
13.885
111.5
38.29
9
488
Severe
2018-12-19
Patna
120.06
351.7
27.48
39.95
25.13
44.27
1.87
33.23
49.9
300.046154
302.125
41.5375
31.4125
34.35
49.9375
11.0675
93.5
49.9
9
302
Very Poor
2017-03-05
Mumbai
31.06
229.62
1.87
25.6
6.75
34.4
0
2.15
13.06
51.766667
186.413333
2.6875
8.4375
2.3375
32
8.6
0
13.06
8
186
Moderate
2016-01-28
Mumbai
47.11
50.03
20.32
13.56
33.94
129.87
0
9.28
151.6
78.516667
50.03
11.6
42.425
25.4
16.95
32.4675
0
175.882353
8
176
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
3.1125
9.3125
28.275
51.4625
9.44
68.5
25.26
9
108
Moderate
2019-10-25
Mumbai
20.04
46.59
24.72
23.05
47.77
16.19
0.93
10.47
6.84
33.4
46.59
13.0875
59.7125
30.9
28.8125
4.0475
46.5
6.84
9
60
Satisfactory
2017-04-21
Delhi
130.13
409.7
43.34
103.25
32.82
54.57
0.54
30.82
56.86
307.792308
374.625
38.525
41.025
54.175
123.25
13.6425
27
56.86
9
375
Very Poor
2019-11-09
Bengaluru
47.14
102.59
12.78
35.19
40.02
20.88
1.07
5.61
41.92
78.566667
101.726667
7.0125
50.025
15.975
43.9875
5.22
53.5
41.92
9
102
Moderate
2019-06-24
Hyderabad
25.45
48.67
2.43
19.86
12.15
10.58
0.48
5.04
31.78
42.416667
48.67
6.3
15.1875
3.0375
24.825
2.645
24
31.78
9
49
Good
2015-12-18
Bengaluru
56.62
85.88
24.29
57.36
45.46
29.2
2.67
6.99
17.28
94.366667
85.88
8.7375
56.825
30.3625
71.7
7.3
108.375
17.28
9
108
Moderate
2018-03-20
Patna
124.32
70.07
12.95
57.93
23.1
30.42
1.58
49.53
65.87
303.323077
70.07
61.9125
28.875
16.1875
72.4125
7.605
79
65.87
9
303
Very Poor
2015-10-14
Lucknow
73.52
155.25
9.6
4.09
3.22
28.75
1.56
4.62
48.78
145.066667
136.833333
5.775
4.025
12
5.1125
7.1875
78
48.78
9
145
Moderate
2015-04-26
Chennai
57.57
160.3
35.23
36.72
6.91
10.85
10.92
1.23
123.32
95.95
140.2
1.5375
8.6375
44.0375
45.9
2.7125
213.142857
134.294118
9
213
Poor
2018-09-08
Lucknow
36.95
72.63
7.69
26.09
22.8
28.72
0.99
5
18.05
61.583333
72.63
6.25
28.5
9.6125
32.6125
7.18
49.5
18.05
9
73
Satisfactory
2020-04-30
Delhi
49.96
115.63
12.73
17.61
20.45
32.99
0.84
17.42
59.55
83.266667
110.42
21.775
25.5625
15.9125
22.0125
8.2475
42
59.55
9
110
Moderate
2016-03-13
Delhi
58.95
144.67
4.1
10.63
15.13
21.27
1.43
7.25
66.25
98.25
129.78
9.0625
18.9125
5.125
13.2875
5.3175
71.5
66.25
9
130
Moderate
2015-06-08
Hyderabad
30.71
269.3
11.46
11.84
23
23.12
0.75
7.8
23.72
51.183333
219.3
9.75
28.75
14.325
14.8
5.78
37.5
23.72
9
219
Poor
2020-01-25
Mumbai
91.57
192.11
43.7
43.88
85.32
22.38
1.32
14.01
47.99
205.233333
161.406667
17.5125
105.32
54.625
54.85
5.595
66
47.99
9
205
Poor
2018-08-22
Hyderabad
10.33
29.62
6.19
22.71
16.5
12.65
0.29
8.08
13.14
17.216667
29.62
10.1
20.625
7.7375
28.3875
3.1625
14.5
13.14
9
30
Good
2016-06-22
Lucknow
35.58
23.86
5.71
47.24
5.54
31.53
1.65
4.25
8.13
59.3
23.86
5.3125
6.925
7.1375
59.05
7.8825
82.5
8.13
9
82
Satisfactory
2019-12-05
Hyderabad
82.44
152.49
10.1
47.96
32.55
15.47
0.92
8.32
27.09
174.8
134.993333
10.4
40.6875
12.625
59.95
3.8675
46
27.09
9
175
Moderate
2019-07-24
Hyderabad
10.24
33.46
2.75
11.32
8.04
6.89
0.37
6.43
21.22
17.066667
33.46
8.0375
10.05
3.4375
14.15
1.7225
18.5
21.22
9
33
Good
2019-11-16
Lucknow
150.74
135.69
31.51
57.04
55.69
36.21
1.42
14.16
44.06
323.646154
123.793333
17.7
69.6125
39.3875
71.3
9.0525
71
44.06
9
324
Very Poor
2019-10-20
Chennai
35.03
50.72
9.87
15.91
20.76
29.68
0.87
5.7
32.64
58.383333
50.72
7.125
25.95
12.3375
19.8875
7.42
43.5
32.64
9
58
Satisfactory