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GVJahnavi
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CityDay

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train · 11.1k rows

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
2019-11-14	Chennai	19.18	66.95	7.31	11.17	13.12	57.31	0.47	6.06	43.38	31.966667	66.95	7.575	16.4	9.1375	13.9625	14.3275	23.5	43.38	9	67	Satisfactory
2018-11-21	Chennai	20.36	349.54	9.54	13.69	22.53	103.82	0.88	7.71	14.62	33.933333	299.54	9.6375	28.1625	11.925	17.1125	25.955	44	14.62	9	300	Poor
2017-02-15	Lucknow	154.22	78.71	17.59	49.81	12.52	17.52	2.02	9.53	100.51	326.323077	78.71	11.9125	15.65	21.9875	62.2625	4.38	100.25	100.75	9	326	Very Poor
2019-04-26	Hyderabad	43.87	116.45	3.31	30.94	18.98	13.17	0.6	5.83	61.91	73.116667	110.966667	7.2875	23.725	4.1375	38.675	3.2925	30	61.91	9	111	Moderate
2020-01-10	Delhi	130.82	203.54	27.73	45.12	50.71	37.73	1.3	9.44	27.25	308.323077	169.026667	11.8	63.3875	34.6625	56.4	9.4325	65	27.25	9	308	Very Poor
2017-03-08	Mumbai	62.57	224.36	2.25	49.88	8.91	36.04	0	7.5	35.35	108.566667	182.906667	9.375	11.1375	2.8125	62.35	9.01	0	35.35	8	183	Moderate
2017-09-15	Mumbai	64.37	27.69	25.94	34.75	7.29	4	0	5.46	19.31	114.566667	27.69	6.825	9.1125	32.425	43.4375	1	0	19.31	8	115	Moderate
2016-07-10	Lucknow	66.78	27.9	3.54	24.47	4.3	37.92	2.25	4.16	23.41	122.6	27.9	5.2	5.375	4.425	30.5875	9.48	103.125	23.41	9	123	Moderate
2015-01-06	Delhi	149.58	252.1	17.21	37.84	42.46	134.97	9.44	3.66	26.83	322.753846	202.1	4.575	53.075	21.5125	47.3	33.7425	193	26.83	9	323	Very Poor
2018-11-07	Patna	258.99	164.86	16.79	61.86	26.2	30.5	1.67	36.17	94.96	406.915385	143.24	45.2125	32.75	20.9875	77.325	7.625	83.5	94.96	9	407	Severe
2016-07-07	Mumbai	15.02	33.56	11.22	13.49	26.35	110.92	0	2.96	42.67	25.033333	33.56	3.7	32.9375	14.025	16.8625	27.73	0	42.67	8	43	Good
2017-08-07	Patna	39.48	88.33	9.46	32.2	0	8.4	0	3.84	54.59	65.8	88.33	4.8	0	11.825	40.25	2.1	0	54.59	7	88	Satisfactory
2017-11-28	Delhi	167.74	290.47	61.44	62.53	93.71	60.94	1.76	19.39	34.78	336.723077	240.47	24.2375	113.71	76.8	78.1625	15.235	88	34.78	9	337	Very Poor
2019-11-18	Bengaluru	27.07	61.85	12.69	29.65	36.43	17.29	1.01	6.8	30.81	45.116667	61.85	8.5	45.5375	15.8625	37.0625	4.3225	50.5	30.81	9	62	Satisfactory
2015-08-11	Hyderabad	22	137.74	5.73	10.29	15.83	36.74	0.7	6.6	11.77	36.666667	125.16	8.25	19.7875	7.1625	12.8625	9.185	35	11.77	9	125	Moderate
2016-04-03	Mumbai	148.22	157.92	63.75	5.76	19.38	19.18	0	2.97	34.38	321.707692	138.613333	3.7125	24.225	79.6875	7.2	4.795	0	34.38	8	322	Very Poor
2018-06-15	Bengaluru	61.43	33.51	9.95	23.54	21.94	54.13	1.01	3.21	18.53	104.766667	33.51	4.0125	27.425	12.4375	29.425	13.5325	50.5	18.53	9	105	Moderate
2016-05-09	Lucknow	77.87	34.82	0.11	55.2	6.24	51.11	1.05	21.09	49.59	159.566667	34.82	26.3625	7.8	0.1375	69	12.7775	52.5	49.59	9	160	Moderate
2015-05-21	Chennai	97.74	335.13	6.16	16.72	18.82	53.87	2.56	14.97	39.53	225.8	285.13	18.7125	23.525	7.7	20.9	13.4675	107	39.53	9	285	Poor
2017-08-08	Hyderabad	24.87	68.32	9.91	19.65	8.13	11.54	0.22	6.76	24.75	41.45	68.32	8.45	10.1625	12.3875	24.5625	2.885	11	24.75	9	68	Satisfactory
2015-01-25	Hyderabad	148.59	203.81	4.32	19.71	24.02	15.42	0.36	2.71	33.1	321.992308	169.206667	3.3875	30.025	5.4	24.6375	3.855	18	33.1	9	322	Very Poor
2015-11-03	Mumbai	132.89	385.66	71.05	32.52	134.01	34.87	0	29.19	99.91	309.915385	344.575	36.4875	154.01	88.8125	40.65	8.7175	0	99.91	8	345	Very Poor
2017-12-20	Delhi	283.24	410.74	44.05	66.41	5.96	78.25	1.91	25	67.35	425.569231	375.925	31.25	7.45	55.0625	83.0125	19.5625	95.5	67.35	9	426	Severe
2019-10-09	Mumbai	21.6	49.28	17.6	27.88	45.09	13.27	1.02	10.08	20.53	36	49.28	12.6	56.3625	22	34.85	3.3175	51	20.53	9	56	Satisfactory
2019-02-26	Bengaluru	51.92	101.91	17.94	42.06	44.18	18.89	0.99	6.29	64.35	86.533333	101.273333	7.8625	55.225	22.425	52.575	4.7225	49.5	64.35	9	101	Moderate
2018-05-22	Mumbai	21.85	89.75	22.2	25.23	47.43	13.64	1.32	22.67	44.85	36.416667	89.75	28.3375	59.2875	27.75	31.5375	3.41	66	44.85	9	90	Satisfactory
2015-01-26	Lucknow	129.34	137.86	6.83	13.62	4.05	3.53	9.29	2.69	33.98	307.184615	125.24	3.3625	5.0625	8.5375	17.025	0.8825	191.125	33.98	9	307	Very Poor
2016-01-13	Delhi	248.59	399.59	25.76	73.18	95.74	68.5	1.62	16.73	95.93	398.915385	361.9875	20.9125	115.74	32.2	91.475	17.125	81	95.93	9	399	Very Poor
2016-05-10	Lucknow	32.5	230.2	8.06	44.42	91.75	94.34	3.03	8.4	27.06	54.166667	186.8	10.5	111.75	10.075	55.525	23.585	112.875	27.06	9	187	Moderate
2018-11-29	Delhi	205.17	363.12	101.42	63.68	124.27	51.41	2.52	12.76	35.79	365.515385	316.4	15.95	144.27	121.42	79.6	12.8525	106.5	35.79	9	366	Very Poor
2017-11-26	Hyderabad	84.08	137.59	8.98	50.36	31.34	20	0.9	10.47	52.91	180.266667	125.06	13.0875	39.175	11.225	62.95	5	45	52.91	9	180	Moderate
2016-09-04	Patna	45.36	59.38	9.04	17.56	26.61	40.42	0.79	2.11	15.97	75.6	59.38	2.6375	33.2625	11.3	21.95	10.105	39.5	15.97	9	76	Satisfactory
2016-09-14	Lucknow	21.04	45.66	10.14	17.45	6.24	23.03	2.34	3.91	24.85	35.066667	45.66	4.8875	7.8	12.675	21.8125	5.7575	104.25	24.85	9	104	Moderate
2016-05-30	Patna	86.67	29.59	29.12	26.19	55.31	30.8	1.9	2.42	16.17	188.9	29.59	3.025	69.1375	36.4	32.7375	7.7	95	16.17	9	189	Moderate
2019-10-17	Chennai	30.95	31.76	10.97	14.72	19.65	32.82	0.81	6.92	29.34	51.583333	31.76	8.65	24.5625	13.7125	18.4	8.205	40.5	29.34	9	52	Satisfactory
2018-05-04	Hyderabad	19.59	48.18	4.72	31.67	20.45	12.8	0.62	6.1	50.95	32.65	48.18	7.625	25.5625	5.9	39.5875	3.2	31	50.95	9	51	Satisfactory
2015-05-24	Hyderabad	44.79	251.52	14.81	13.64	28.05	5.01	0.72	11.55	29.71	74.65	201.52	14.4375	35.0625	18.5125	17.05	1.2525	36	29.71	9	202	Poor
2016-05-21	Chennai	51.6	41.96	3.63	16.03	12.78	119.3	1.15	4.65	52.65	86	41.96	5.8125	15.975	4.5375	20.0375	29.825	57.5	52.65	9	86	Satisfactory
2016-08-14	Chennai	29.48	80.14	6.39	10.37	12.88	40.59	1.07	3.71	16.29	49.133333	80.14	4.6375	16.1	7.9875	12.9625	10.1475	53.5	16.29	9	80	Satisfactory
2018-02-04	Hyderabad	39.14	105.44	4.91	41.49	25.66	22.91	0.73	9.46	54.21	65.233333	103.626667	11.825	32.075	6.1375	51.8625	5.7275	36.5	54.21	9	104	Moderate
2017-09-12	Chennai	40.87	103.84	6.95	12.11	9.21	25.28	0.23	6.82	32.25	68.116667	102.56	8.525	11.5125	8.6875	15.1375	6.32	11.5	32.25	9	103	Moderate
2019-12-28	Delhi	275.6	426.12	60.13	55.98	83.47	50.47	1.96	10.26	27.92	419.692308	395.15	12.825	103.47	75.1625	69.975	12.6175	98	27.92	9	420	Severe
2017-09-21	Chennai	31.68	80.51	5.28	10.35	7.97	24.04	0.11	16.84	28.07	52.8	80.51	21.05	9.9625	6.6	12.9375	6.01	5.5	28.07	9	81	Satisfactory
2020-06-06	Delhi	35.14	80.49	5.85	21.25	16.37	31.81	0.82	10.69	51.46	58.566667	80.49	13.3625	20.4625	7.3125	26.5625	7.9525	41	51.46	9	80	Satisfactory
2018-02-26	Hyderabad	56.87	119.73	22.13	65.82	52.86	19.58	1.09	9.89	40.48	94.783333	113.153333	12.3625	66.075	27.6625	82.275	4.895	54.5	40.48	9	113	Moderate
2018-02-06	Mumbai	161.37	274.72	28.45	28.92	95.36	98.59	1.69	9.68	36.51	331.823077	224.72	12.1	115.36	35.5625	36.15	24.6475	84.5	36.51	9	332	Very Poor
2018-01-29	Delhi	162.48	272.45	45.81	54.51	74.45	44.78	1.96	12.61	60.56	332.676923	222.45	15.7625	93.0625	57.2625	68.1375	11.195	98	60.56	9	333	Very Poor
2019-03-10	Bengaluru	39.45	85.59	3.31	19.09	16.78	14.76	0.81	5.12	47.45	65.75	85.59	6.4	20.975	4.1375	23.8625	3.69	40.5	47.45	9	86	Satisfactory
2019-03-21	Hyderabad	41.06	90.51	2.57	26.62	16.05	18.76	0.66	5.08	31.53	68.433333	90.51	6.35	20.0625	3.2125	33.275	4.69	33	31.53	9	91	Satisfactory
2019-06-05	Mumbai	16.41	53.63	12.61	6.38	18.98	8.87	0.63	9.08	17.04	27.35	53.63	11.35	23.725	15.7625	7.975	2.2175	31.5	17.04	9	54	Satisfactory
2016-08-23	Chennai	40.21	77.31	4.64	10.09	12.58	26.3	0.76	4.38	49.73	67.016667	77.31	5.475	15.725	5.8	12.6125	6.575	38	49.73	9	77	Satisfactory
2017-12-09	Hyderabad	67.7	149.05	3.04	38.26	22.57	14.5	0.77	19.03	59.43	125.666667	132.7	23.7875	28.2125	3.8	47.825	3.625	38.5	59.43	9	133	Moderate
2016-05-21	Bengaluru	42.52	41.96	1.96	8.91	5.78	8.66	0.42	4.46	29.76	70.866667	41.96	5.575	7.225	2.45	11.1375	2.165	21	29.76	9	71	Satisfactory
2016-01-10	Patna	156.03	63.19	52.24	38.34	90.31	10.44	1.69	3.38	20.75	327.715385	63.19	4.225	110.31	65.3	47.925	2.61	84.5	20.75	9	328	Very Poor
2020-05-18	Chennai	18.49	192.68	9.73	8.74	18.39	44.56	1.06	4.49	43.39	30.816667	161.786667	5.6125	22.9875	12.1625	10.925	11.14	53	43.39	9	162	Moderate
2019-01-26	Mumbai	38.28	122.56	40.28	72.66	112.93	28.83	1.84	12.89	54.64	63.8	115.04	16.1125	132.93	50.35	90.825	7.2075	92	54.64	9	133	Moderate
2020-05-11	Patna	22.51	71.44	69.66	13.75	65.15	6.57	0.56	5.84	37.65	37.516667	71.44	7.3	81.4375	87.075	17.1875	1.6425	28	37.65	9	87	Satisfactory
2017-01-20	Delhi	217.55	207.03	43.74	63.7	36.69	31.55	0.6	22.23	39.1	375.038462	171.353333	27.7875	45.8625	54.675	79.625	7.8875	30	39.1	9	375	Very Poor
2015-03-11	Delhi	104.29	176.2	14.94	25.63	32.66	29.48	10.76	6.3	29.62	247.633333	150.8	7.875	40.825	18.675	32.0375	7.37	210.857143	29.62	9	248	Poor
2016-04-02	Delhi	118.44	159.41	16.79	18.29	30.66	29.64	1.88	16.35	29.38	294.8	139.606667	20.4375	38.325	20.9875	22.8625	7.41	94	29.38	9	295	Poor
2016-01-12	Chennai	58.27	103.49	7.43	22.24	23.31	295.74	1.09	3.17	20.26	97.116667	102.326667	3.9625	29.1375	9.2875	27.8	73.935	54.5	20.26	9	102	Moderate
2017-05-09	Patna	34.59	91.33	3.98	25.41	0	38.95	0.64	36.94	108.01	57.65	91.33	46.175	0	4.975	31.7625	9.7375	32	111.779412	8	112	Moderate
2019-04-06	Hyderabad	37.69	80.2	5.95	34.78	23.18	15.89	0.57	8.13	43.5	62.816667	80.2	10.1625	28.975	7.4375	43.475	3.9725	28.5	43.5	9	80	Satisfactory
2020-01-28	Lucknow	168.34	237.4	16.79	48.86	38.85	7.92	1.88	10.07	34.09	337.184615	191.6	12.5875	48.5625	20.9875	61.075	1.98	94	34.09	9	337	Very Poor
2016-06-06	Delhi	84.61	208.17	8.11	45.47	45.71	35.52	1.48	14.68	100.24	182.033333	172.113333	18.35	57.1375	10.1375	56.8375	8.88	74	100.352941	9	182	Moderate
2017-08-21	Mumbai	34.46	26.2	5.41	11.31	0	12.14	0	6.18	14.86	57.433333	26.2	7.725	0	6.7625	14.1375	3.035	0	14.86	7	57	Satisfactory
2019-04-24	Patna	54.04	262.58	17.3	73.4	29.51	16.2	1.63	44.97	98.1	90.066667	212.58	56.2125	36.8875	21.625	91.75	4.05	81.5	98.1	9	213	Poor
2015-09-06	Delhi	61.69	168.63	17.36	27.81	41.56	23.17	1.19	16.71	49.32	105.633333	145.753333	20.8875	51.95	21.7	34.7625	5.7925	59.5	49.32	9	146	Moderate
2017-05-11	Lucknow	71.62	66.24	7.79	35.11	6.24	30.7	1.37	3.88	67.61	138.733333	66.24	4.85	7.8	9.7375	43.8875	7.675	68.5	67.61	9	139	Moderate
2016-07-28	Hyderabad	20.6	68.69	15.03	15.87	30.9	40.28	8.83	6.15	9.17	34.333333	68.69	7.6875	38.625	18.7875	19.8375	10.07	185.375	9.17	9	185	Moderate
2017-06-06	Bengaluru	22.93	49.92	4.85	30.17	0	23.64	0.85	3.86	7.92	38.216667	49.92	4.825	0	6.0625	37.7125	5.91	42.5	7.92	8	50	Good
2019-11-29	Mumbai	81.38	148.72	32.36	43.02	75.1	19.31	1.21	16.65	28.14	171.266667	132.48	20.8125	93.875	40.45	53.775	4.8275	60.5	28.14	9	171	Moderate
2019-06-30	Lucknow	87.76	270.03	13.05	21.59	21.73	14.03	1.17	4.72	42.98	192.533333	220.03	5.9	27.1625	16.3125	26.9875	3.5075	58.5	42.98	9	220	Poor
2019-09-13	Bengaluru	21.84	60.43	10.46	23.38	24.74	11.91	0.86	4.94	25.03	36.4	60.43	6.175	30.925	13.075	29.225	2.9775	43	25.03	9	60	Satisfactory
2019-03-18	Mumbai	40.68	145.41	59.73	23.59	83.33	9.31	2.28	5.96	86.68	67.8	130.273333	7.45	103.33	74.6625	29.4875	2.3275	103.5	86.68	9	130	Moderate
2019-02-10	Delhi	143.31	255.47	47.91	49.26	69.38	33.83	1.36	16.41	33.03	317.930769	205.47	20.5125	86.725	59.8875	61.575	8.4575	68	33.03	9	318	Very Poor
2015-08-14	Lucknow	30.81	159.75	3.86	7.99	6.24	23.64	1.5	12.65	19.8	51.35	139.833333	15.8125	7.8	4.825	9.9875	5.91	75	19.8	9	140	Moderate
2016-04-14	Hyderabad	66.47	109.42	11.84	37	35.18	25.98	1.2	10.04	42.49	121.566667	106.28	12.55	43.975	14.8	46.25	6.495	60	42.49	9	122	Moderate
2020-01-25	Chennai	50.48	95.63	13.16	20.2	33.21	53.49	0.9	14.06	34.13	84.133333	95.63	17.575	41.5125	16.45	25.25	13.3725	45	34.13	9	96	Satisfactory
2019-02-07	Chennai	52.94	110.45	5.92	12.16	18.08	64.89	1.1	9.04	41.97	88.233333	106.966667	11.3	22.6	7.4	15.2	16.2225	55	41.97	9	107	Moderate
2018-07-25	Delhi	34.7	80.13	15.59	27.58	28.48	39.46	0.81	9.99	21.39	57.833333	80.13	12.4875	35.6	19.4875	34.475	9.865	40.5	21.39	9	80	Satisfactory
2018-12-22	Delhi	326.79	502.83	85.55	78.71	117.64	60.21	2.59	18.47	44.98	459.069231	491.0375	23.0875	137.64	105.55	98.3875	15.0525	107.375	44.98	9	491	Severe
2017-04-10	Bengaluru	43	90.64	8.28	34.64	0	29.59	0.74	3.03	60	71.666667	90.64	3.7875	0	10.35	43.3	7.3975	37	60	8	91	Satisfactory
2016-07-09	Lucknow	54.5	87.81	3.8	28.82	4.22	40.31	1.11	6.25	23.03	90.833333	87.81	7.8125	5.275	4.75	36.025	10.0775	55.5	23.03	9	91	Satisfactory
2018-11-26	Delhi	200.69	362.41	94.45	68.3	120.55	47.15	2.43	20.11	39.8	362.069231	315.5125	25.1375	140.55	114.45	85.375	11.7875	105.375	39.8	9	362	Very Poor
2015-05-21	Delhi	75.54	335.13	27.16	53.03	63.55	56.95	8.25	14.85	42.61	151.8	285.13	18.5625	79.4375	33.95	66.2875	14.2375	178.125	42.61	9	285	Poor
2015-01-13	Mumbai	197.61	301.04	10.65	64.35	29.15	35.34	0	16.44	10.34	359.7	251.04	20.55	36.4375	13.3125	80.4375	8.835	0	10.34	8	360	Very Poor
2016-11-03	Chennai	35.54	97.54	4.93	24.26	19.27	37.76	0.15	2.59	7.28	59.233333	97.54	3.2375	24.0875	6.1625	30.325	9.44	7.5	7.28	9	98	Satisfactory
2020-04-14	Patna	51.39	134.87	53.48	18.38	42.84	14.49	1.4	9.95	46.98	85.65	123.246667	12.4375	53.55	66.85	22.975	3.6225	70	46.98	9	123	Moderate
2015-12-09	Mumbai	250.69	78.58	71.62	18.69	131.44	46.15	0	3.34	6.32	400.530769	78.58	4.175	151.44	89.525	23.3625	11.5375	0	6.32	8	401	Severe
2015-03-23	Chennai	173.51	131.42	26.85	30.32	14.48	11.76	1.38	8.86	30.17	341.161538	120.946667	11.075	18.1	33.5625	37.9	2.94	69	30.17	9	341	Very Poor
2018-06-28	Delhi	30.07	71.42	8.68	29.01	23.9	44.84	0.76	8.48	33.17	50.116667	71.42	10.6	29.875	10.85	36.2625	11.21	38	33.17	9	71	Satisfactory
2016-11-20	Mumbai	314.46	350.18	5.05	36.69	39.98	80.15	0	2.34	48.85	449.584615	300.225	2.925	49.975	6.3125	45.8625	20.0375	0	48.85	8	450	Severe
2015-04-16	Chennai	90.72	164.56	12.93	19.6	13.63	9.91	6.25	1.75	24.24	202.4	143.04	2.1875	17.0375	16.1625	24.5	2.4775	153.125	24.24	9	202	Poor
2017-01-26	Mumbai	135.87	108.56	5.55	11.25	8.41	48.42	0	3.67	53.82	312.207692	105.706667	4.5875	10.5125	6.9375	14.0625	12.105	0	53.82	8	312	Very Poor
2017-04-12	Mumbai	37.05	485.88	4.12	70.52	16.42	43.01	0	70.39	17.79	61.75	469.85	87.9875	20.525	5.15	88.15	10.7525	0	17.79	8	470	Severe
2016-07-23	Lucknow	21.57	56.61	3.56	18.83	4.22	102.51	5.08	6.46	24.75	35.95	56.61	8.075	5.275	4.45	23.5375	25.6275	138.5	24.75	9	138	Moderate
2015-04-09	Bengaluru	25.06	null	3.21	8.72	7.2	29.83	5.82	2.6	42.63	41.766667	0	3.25	9	4.0125	10.9	7.4575	147.75	42.63	8	148	Moderate
2016-08-02	Lucknow	99.97	55.33	12.05	17.95	4.22	0.15	8.04	4.86	30.98	233.233333	55.33	6.075	5.275	15.0625	22.4375	0.0375	175.5	30.98	9	233	Poor
2019-08-25	Patna	25.84	55.99	23.71	57.14	29.18	34.91	1.17	49.99	50.92	43.066667	55.99	62.4875	36.475	29.6375	71.425	8.7275	58.5	50.92	9	71	Satisfactory