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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
2018-07-04	Bengaluru	18.55	71.37	17.71	15.35	23.4	22.71	0.79	6.49	14.42	30.916667	71.37	8.1125	29.25	22.1375	19.1875	5.6775	39.5	14.42	9	71	Satisfactory
2016-12-25	Bengaluru	39.11	145.35	5.4	46.39	0	17.31	0.71	4.93	52.62	65.183333	130.233333	6.1625	0	6.75	57.9875	4.3275	35.5	52.62	8	130	Moderate
2017-05-19	Mumbai	45.73	153.81	5.6	34.67	38.72	27.59	0	12.25	61.8	76.216667	135.873333	15.3125	48.4	7	43.3375	6.8975	0	61.8	8	136	Moderate
2015-09-14	Patna	30.94	236.34	58.5	25.89	84.28	31.7	1.78	5.72	11.08	51.566667	190.893333	7.15	104.28	73.125	32.3625	7.925	89	11.08	9	191	Moderate
2017-04-23	Delhi	103.42	260.82	69.5	75.05	37.43	40.33	0.28	29.4	55.86	244.733333	210.82	36.75	46.7875	86.875	93.8125	10.0825	14	55.86	9	245	Poor
2017-09-22	Chennai	49.34	35.75	5.67	9.66	7.93	24.05	0.25	22.92	30.08	82.233333	35.75	28.65	9.9125	7.0875	12.075	6.0125	12.5	30.08	9	82	Satisfactory
2015-01-25	Delhi	148.59	203.81	11.82	20.83	28.29	45.62	11.44	5.96	16.65	321.992308	169.206667	7.45	35.3625	14.775	26.0375	11.405	220.571429	16.65	9	322	Very Poor
2016-07-20	Lucknow	35.35	203.09	6.39	21.94	4.44	31.06	1.07	4.95	24.46	58.916667	168.726667	6.1875	5.55	7.9875	27.425	7.765	53.5	24.46	9	169	Moderate
2019-11-17	Chennai	56.9	154.66	5.21	14.19	16.07	22.5	0.53	6.7	51.76	94.833333	136.44	8.375	20.0875	6.5125	17.7375	5.625	26.5	51.76	9	136	Moderate
2019-11-29	Patna	241.26	100.29	96.24	71.73	112.23	14.77	1.89	14.84	31.69	393.276923	100.193333	18.55	132.23	116.24	89.6625	3.6925	94.5	31.69	9	393	Very Poor
2018-08-14	Patna	61.14	31.87	41.33	85.04	47.08	30.87	1.82	24.07	33.8	103.8	31.87	30.0875	58.85	51.6625	105.04	7.7175	91	33.8	9	105	Moderate
2017-08-09	Lucknow	42.18	92.2	15.98	17.26	0	42.64	1.68	7.82	7.31	70.3	92.2	9.775	0	19.975	21.575	10.66	84	7.31	8	92	Satisfactory
2017-03-19	Lucknow	113.28	81.68	14.98	48.87	17.35	43.17	1.79	6.38	67.65	277.6	81.68	7.975	21.6875	18.725	61.0875	10.7925	89.5	67.65	9	278	Poor
2017-06-07	Delhi	40.87	233.62	23.35	70.77	22.9	48.84	0.29	23.51	39.61	68.116667	189.08	29.3875	28.625	29.1875	88.4625	12.21	14.5	39.61	9	189	Moderate
2016-03-04	Hyderabad	63.29	99.76	5.44	12.41	16.46	10.27	1.08	5.8	44.08	110.966667	99.76	7.25	20.575	6.8	15.5125	2.5675	54	44.08	9	111	Moderate
2016-07-31	Patna	53	70.62	14.1	18.64	32.73	37.62	1.02	1.68	9.54	88.333333	70.62	2.1	40.9125	17.625	23.3	9.405	51	9.54	9	88	Satisfactory
2016-10-02	Lucknow	59.63	24.85	3.39	29.33	0	19.43	1.45	2.72	26.65	99.383333	24.85	3.4	0	4.2375	36.6625	4.8575	72.5	26.65	8	99	Satisfactory
2017-09-02	Hyderabad	24.42	75.72	12.83	16.47	9.59	6.44	0.22	13.58	32.11	40.7	75.72	16.975	11.9875	16.0375	20.5875	1.61	11	32.11	9	76	Satisfactory
2017-06-23	Hyderabad	11.48	37.59	8.5	15.64	8.41	5.32	0.18	5.22	29.81	19.133333	37.59	6.525	10.5125	10.625	19.55	1.33	9	29.81	9	38	Good
2015-02-20	Mumbai	144.12	162.2	4.33	13.43	25.44	31.1	0	4.12	30.22	318.553846	141.466667	5.15	31.8	5.4125	16.7875	7.775	0	30.22	8	319	Very Poor
2019-03-07	Lucknow	107.74	212.7	16.81	34.56	37.61	9.25	1.29	8.87	35.45	259.133333	175.133333	11.0875	47.0125	21.0125	43.2	2.3125	64.5	35.45	9	259	Poor
2015-06-11	Patna	58.84	259.73	12.19	18.38	30.39	35.31	1.08	5.69	14.71	98.066667	209.73	7.1125	37.9875	15.2375	22.975	8.8275	54	14.71	9	210	Poor
2016-04-02	Bengaluru	51.78	159.41	10.62	36.29	25.48	29.64	0.62	2.51	34.73	86.3	139.606667	3.1375	31.85	13.275	45.3625	7.41	31	34.73	9	140	Moderate
2016-12-15	Chennai	57.33	345.07	51.17	54.76	0	26.91	1.06	3.72	10.95	95.55	295.07	4.65	0	63.9625	68.45	6.7275	53	10.95	8	295	Poor
2016-01-31	Delhi	242.05	291.16	22.08	46.17	61.75	53.86	1.77	12.4	75.74	393.884615	241.16	15.5	77.1875	27.6	57.7125	13.465	88.5	75.74	9	394	Very Poor
2019-06-16	Chennai	42.09	160.96	8.41	21.94	20.24	7.85	0.98	7.97	40.82	70.15	140.64	9.9625	25.3	10.5125	27.425	1.9625	49	40.82	9	141	Moderate
2017-11-16	Patna	109.71	82.13	36.38	108.12	50.08	36.71	1.06	21.61	54.34	265.7	82.13	27.0125	62.6	45.475	128.12	9.1775	53	54.34	9	266	Poor
2018-06-28	Mumbai	19.38	56.8	37.79	29.81	66.97	42.01	1.4	19.79	31.45	32.3	56.8	24.7375	83.7125	47.2375	37.2625	10.5025	70	31.45	9	84	Satisfactory
2015-02-26	Hyderabad	140.78	171.64	4.89	22.9	27.78	17.22	0.38	3.61	42.77	315.984615	147.76	4.5125	34.725	6.1125	28.625	4.305	19	42.77	9	316	Very Poor
2020-02-28	Lucknow	63.36	193.14	8.88	44.43	30.59	12.93	1.29	6.4	42.81	111.2	162.093333	8	38.2375	11.1	55.5375	3.2325	64.5	42.81	9	162	Moderate
2015-01-09	Bengaluru	null	null	6.75	25.98	15.03	23.48	0.54	12.84	16.27	0	0	16.05	18.7875	8.4375	32.475	5.87	27	16.27	7	null	Moderate
2017-05-16	Patna	19.1	375.15	4.59	41.07	30.75	18.27	0.57	9.81	37.77	31.833333	331.4375	12.2625	38.4375	5.7375	51.3375	4.5675	28.5	37.77	9	331	Very Poor
2017-11-25	Bengaluru	17.81	81.86	15.43	50.65	34.88	47.81	0.94	3.81	38.5	29.683333	81.86	4.7625	43.6	19.2875	63.3125	11.9525	47	38.5	9	82	Satisfactory
2018-04-16	Chennai	21.91	103.38	12.67	20.35	16.4	43.78	0.9	4.74	23.77	36.516667	102.253333	5.925	20.5	15.8375	25.4375	10.945	45	23.77	9	102	Moderate
2017-01-16	Hyderabad	83.39	140.24	14.4	52.77	12.14	19.03	0	21.93	30.43	177.966667	126.826667	27.4125	15.175	18	65.9625	4.7575	0	30.43	8	178	Moderate
2015-06-27	Lucknow	19.15	195.2	2.14	9.31	4.22	48.26	10.18	9.73	24.37	31.916667	163.466667	12.1625	5.275	2.675	11.6375	12.065	202.571429	24.37	9	203	Poor
2020-06-12	Patna	19.01	59.73	82.57	24.21	48.94	6.72	0.45	3.25	25.75	31.683333	59.73	4.0625	61.175	102.57	30.2625	1.68	22.5	25.75	9	103	Moderate
2017-06-05	Patna	16.11	320.91	8.38	10.78	6.24	23.75	0.56	4.18	27.98	26.85	270.91	5.225	7.8	10.475	13.475	5.9375	28	27.98	9	271	Poor
2015-04-19	Chennai	71.17	308.82	18.3	29.45	18.05	10.46	0.92	4.36	27.86	137.233333	258.82	5.45	22.5625	22.875	36.8125	2.615	46	27.86	9	259	Poor
2018-12-18	Mumbai	63.59	165.21	58.47	49.72	105.66	51.04	1.9	21.82	53.08	111.966667	143.473333	27.275	125.66	73.0875	62.15	12.76	95	53.08	9	143	Moderate
2018-09-26	Delhi	42.83	108.67	31.86	32.38	42.65	24.2	1.03	11.59	28.54	71.383333	105.78	14.4875	53.3125	39.825	40.475	6.05	51.5	28.54	9	106	Moderate
2017-01-12	Bengaluru	24.26	140.88	7.53	44.12	0	26.47	0.68	3.72	52.42	40.433333	127.253333	4.65	0	9.4125	55.15	6.6175	34	52.42	8	127	Moderate
2018-08-28	Mumbai	30.97	75.3	22.59	33.37	55.98	74.44	1.39	9.51	54.83	51.616667	75.3	11.8875	69.975	28.2375	41.7125	18.61	69.5	54.83	9	75	Satisfactory
2016-04-10	Bengaluru	31.3	144.68	4.2	19.45	13.01	16.4	1.03	2.75	62.4	52.166667	129.786667	3.4375	16.2625	5.25	24.3125	4.1	51.5	62.4	9	130	Moderate
2016-01-11	Delhi	227.13	411.6	130.64	76.4	179.86	68.11	2.88	23.98	140.72	382.407692	377	29.975	199.86	150.64	95.5	17.0275	111	159.882353	9	382	Very Poor
2015-06-14	Hyderabad	87.21	121.44	11.17	9.67	20.39	56.02	1.14	4.05	9.61	190.7	114.293333	5.0625	25.4875	13.9625	12.0875	14.005	57	9.61	9	191	Moderate
2017-01-04	Delhi	248.01	341.15	186.07	91.07	71.88	68.53	1.55	23.11	41.13	398.469231	291.15	28.8875	89.85	206.07	111.07	17.1325	77.5	41.13	9	398	Very Poor
2020-03-31	Bengaluru	22.01	48.55	2.9	10.09	11.79	10.45	0.83	5.11	42.69	36.683333	48.55	6.3875	14.7375	3.625	12.6125	2.6125	41.5	42.69	9	49	Good
2015-09-23	Chennai	31.65	101.42	10.35	10.81	16.65	25.1	1.31	11.9	19.27	52.75	100.946667	14.875	20.8125	12.9375	13.5125	6.275	65.5	19.27	9	101	Moderate
2017-12-06	Patna	363.93	85.9	31.09	21.09	24.32	193.71	2.68	25.24	39.96	487.638462	85.9	31.55	30.4	38.8625	26.3625	48.4275	108.5	39.96	9	488	Severe
2015-09-30	Lucknow	47.21	155.26	1.41	8.34	2.21	29.39	5.68	2.26	36.79	78.683333	136.84	2.825	2.7625	1.7625	10.425	7.3475	146	36.79	9	146	Moderate
2018-03-16	Patna	154.58	256.67	17.46	60.8	26.55	42.2	1.68	41.25	48.2	326.6	206.67	51.5625	33.1875	21.825	76	10.55	84	48.2	9	327	Very Poor
2019-11-01	Delhi	388.45	584.15	62.6	73.61	96.68	58.29	2.59	16.32	49.77	506.5	592.6875	20.4	116.68	78.25	92.0125	14.5725	107.375	49.77	9	593	Severe
2017-06-01	Lucknow	85.74	35.01	10.72	32.57	6.24	9.9	1.42	4.41	33.71	185.8	35.01	5.5125	7.8	13.4	40.7125	2.475	71	33.71	9	186	Moderate
2018-02-04	Patna	106.65	252.13	35.43	121.91	53.8	60.26	2.33	34.47	38.82	255.5	202.13	43.0875	67.25	44.2875	141.91	15.065	104.125	38.82	9	256	Poor
2016-12-16	Bengaluru	34.57	137.45	14.64	37.38	0	36.2	1.39	4.25	7.08	57.616667	124.966667	5.3125	0	18.3	46.725	9.05	69.5	7.08	8	125	Moderate
2016-04-11	Bengaluru	31.68	159.23	4.37	19.05	12.52	20.63	1.86	2.87	58.82	52.8	139.486667	3.5875	15.65	5.4625	23.8125	5.1575	93	58.82	9	139	Moderate
2019-07-13	Lucknow	51.37	44.93	9.26	22.37	19.31	14.08	1.28	5.73	22.49	85.616667	44.93	7.1625	24.1375	11.575	27.9625	3.52	64	22.49	9	86	Satisfactory
2015-12-02	Chennai	32.64	33.82	3.75	7.94	10.39	113.53	1.78	4.2	43.19	54.4	33.82	5.25	12.9875	4.6875	9.925	28.3825	89	43.19	9	89	Satisfactory
2019-04-12	Chennai	37.18	76.97	10.21	16.69	28.63	1.61	1	6.18	13.42	61.966667	76.97	7.725	35.7875	12.7625	20.8625	0.4025	50	13.42	9	77	Satisfactory
2015-09-03	Mumbai	52.43	278.36	12.57	13.47	52.07	17.86	0	4.56	33.81	87.383333	228.36	5.7	65.0875	15.7125	16.8375	4.465	0	33.81	8	228	Poor
2020-01-03	Delhi	228.9	337.04	111.09	55.65	131.13	53.02	2.8	14.93	27.82	383.769231	287.04	18.6625	151.13	131.09	69.5625	13.255	110	27.82	9	384	Very Poor
2018-12-04	Bengaluru	25.83	74.27	15.31	26.42	34.03	18.98	0.89	5.86	24.11	43.05	74.27	7.325	42.5375	19.1375	33.025	4.745	44.5	24.11	9	74	Satisfactory
2015-04-18	Bengaluru	18.33	null	2.4	5.98	6.47	21.02	3.84	3.99	101.63	30.55	0	4.9875	8.0875	3	7.475	5.255	123	102.397059	8	123	Moderate
2018-01-20	Mumbai	33.34	143.85	21.5	49.43	79.37	52.38	1.16	34.03	45.46	55.566667	129.233333	42.5375	99.2125	26.875	61.7875	13.095	58	45.46	9	129	Moderate
2017-10-19	Chennai	226.74	147.94	26.58	26.9	27.96	101.96	0.96	25.11	45.95	382.107692	131.96	31.3875	34.95	33.225	33.625	25.49	48	45.95	9	382	Very Poor
2016-02-01	Hyderabad	67.17	104.62	5.32	2.76	5.31	10.5	1.43	11.66	0.1	123.9	103.08	14.575	6.6375	6.65	3.45	2.625	71.5	0.1	9	124	Moderate
2019-04-03	Hyderabad	45.6	116.3	4.55	34.95	22.16	16.25	0.67	5.57	36.41	76	110.866667	6.9625	27.7	5.6875	43.6875	4.0625	33.5	36.41	9	111	Moderate
2017-06-25	Lucknow	54.58	325.29	6.37	14.33	0	31.68	1.29	3.77	18.72	90.966667	275.29	4.7125	0	7.9625	17.9125	7.92	64.5	18.72	8	275	Poor
2019-05-24	Delhi	43.86	117.66	20.82	40.33	40.59	45.86	1.21	11.99	31.11	73.1	111.773333	14.9875	50.7375	26.025	50.4125	11.465	60.5	31.11	9	112	Moderate
2019-07-28	Mumbai	14.16	53.66	17.06	9.9	25.59	9.87	0.46	8.41	16.94	23.6	53.66	10.5125	31.9875	21.325	12.375	2.4675	23	16.94	9	54	Satisfactory
2016-11-15	Patna	144.75	399.5	22.73	34.09	56.82	59.24	1.54	6.8	21.31	319.038462	361.875	8.5	71.025	28.4125	42.6125	14.81	77	21.31	9	362	Very Poor
2017-02-22	Patna	102.52	270.3	9.87	27.71	10.96	21.67	1.11	19.84	49.52	241.733333	220.3	24.8	13.7	12.3375	34.6375	5.4175	55.5	49.52	9	242	Poor
2016-10-16	Hyderabad	56.83	104.28	15.01	75.39	23.92	31.41	0.79	21.55	33.68	94.716667	102.853333	26.9375	29.9	18.7625	94.2375	7.8525	39.5	33.68	9	103	Moderate
2017-02-09	Bengaluru	38.04	103.85	6.81	45.51	0	21.68	0.58	6.22	12.28	63.4	102.566667	7.775	0	8.5125	56.8875	5.42	29	12.28	8	103	Moderate
2017-08-29	Bengaluru	16.33	100.74	15.67	28.51	0	24.61	1.01	4.79	14.98	27.216667	100.493333	5.9875	0	19.5875	35.6375	6.1525	50.5	14.98	8	100	Satisfactory
2018-03-18	Chennai	53.22	173.07	14.05	18.04	16.28	49.3	0.88	20.78	26.31	88.7	148.713333	25.975	20.35	17.5625	22.55	12.325	44	26.31	9	149	Moderate
2019-02-18	Hyderabad	65.14	136.33	10.09	51.92	34.94	19.36	0.73	9.02	34.67	117.133333	124.22	11.275	43.675	12.6125	64.9	4.84	36.5	34.67	9	124	Moderate
2017-08-09	Mumbai	42.18	92.2	8.32	16.75	0	42.64	0	3.85	33.6	70.3	92.2	4.8125	0	10.4	20.9375	10.66	0	33.6	7	92	Satisfactory
2019-08-13	Delhi	21.68	56.18	17.85	27.12	32.07	29.25	1.1	8.37	20.73	36.133333	56.18	10.4625	40.0875	22.3125	33.9	7.3125	55	20.73	9	56	Satisfactory
2016-08-02	Patna	191.41	55.33	27.07	15.6	41.97	0.15	1.09	2.34	6.91	354.930769	55.33	2.925	52.4625	33.8375	19.5	0.0375	54.5	6.91	9	355	Very Poor
2016-04-28	Bengaluru	47.42	54.05	20.84	22.55	33.44	18.06	0.6	5.65	39.29	79.033333	54.05	7.0625	41.8	26.05	28.1875	4.515	30	39.29	9	79	Satisfactory
2019-09-26	Delhi	22.9	69.49	12.62	27.25	26.71	24.04	0.83	10.43	24.16	38.166667	69.49	13.0375	33.3875	15.775	34.0625	6.01	41.5	24.16	9	69	Satisfactory
2015-02-21	Chennai	155.38	191.03	9.33	11.56	14.85	103.03	0.85	7.04	24.91	327.215385	160.686667	8.8	18.5625	11.6625	14.45	25.7575	42.5	24.91	9	327	Very Poor
2016-01-02	Patna	454.15	93.92	122.14	35.62	167.56	10.46	3.45	7.22	27.27	557.038462	93.92	9.025	187.56	142.14	44.525	2.615	118.125	27.27	9	557	Severe
2015-09-20	Lucknow	74.68	141.89	4.57	10.38	4.22	25.08	1.95	9.75	30.49	148.933333	127.926667	12.1875	5.275	5.7125	12.975	6.27	97.5	30.49	9	149	Moderate
2015-09-07	Chennai	27.97	30.79	9.8	17.3	19.68	23.09	1.75	12.8	22.13	46.616667	30.79	16	24.6	12.25	21.625	5.7725	87.5	22.13	9	88	Satisfactory
2015-04-07	Hyderabad	112.21	95.81	13.85	17.06	31.52	17.78	1.05	11.21	30.68	274.033333	95.81	14.0125	39.4	17.3125	21.325	4.445	52.5	30.68	9	274	Poor
2016-05-08	Chennai	53.3	208.75	5.44	13.8	12.02	43	1.01	4.63	32.45	88.833333	172.5	5.7875	15.025	6.8	17.25	10.75	50.5	32.45	9	172	Moderate
2016-10-21	Mumbai	73.75	100.29	12.44	35.42	31.01	39.49	0	5.6	79.47	145.833333	100.193333	7	38.7625	15.55	44.275	9.8725	0	79.47	8	146	Moderate
2018-04-17	Delhi	81.97	260.67	35.67	57.84	69.28	39.2	1.56	13.57	49.19	173.233333	210.67	16.9625	86.6	44.5875	72.3	9.8	78	49.19	9	211	Poor
2019-12-08	Mumbai	88.13	157.73	16.35	43.61	58.8	18.82	1.05	11.77	39.85	193.766667	138.486667	14.7125	73.5	20.4375	54.5125	4.705	52.5	39.85	9	194	Moderate
2017-06-19	Chennai	50.48	228.2	8.6	9.93	7.55	23.76	0.07	4.91	29.2	84.133333	185.466667	6.1375	9.4375	10.75	12.4125	5.94	3.5	29.2	9	185	Moderate
2017-06-16	Hyderabad	9.71	21.19	7.47	14.66	7.72	8.52	0.19	3.1	50.2	16.183333	21.19	3.875	9.65	9.3375	18.325	2.13	9.5	50.2	9	50	Good
2017-11-11	Bengaluru	32.87	77.14	10.67	36.09	24.53	26.5	0.99	3.99	30.86	54.783333	77.14	4.9875	30.6625	13.3375	45.1125	6.625	49.5	30.86	9	77	Satisfactory
2019-11-08	Patna	202	253.44	28.08	20.49	22.23	44.44	2.61	66.01	51.07	363.076923	203.44	82.5125	27.7875	35.1	25.6125	11.11	107.625	51.07	9	363	Very Poor
2016-09-13	Mumbai	57.08	184.5	5.23	12.98	1.43	43.25	0	4.01	44.94	95.133333	156.333333	5.0125	1.7875	6.5375	16.225	10.8125	0	44.94	8	156	Moderate
2017-10-17	Hyderabad	72.18	133.53	9.92	36.5	4.69	18.24	0.15	11.19	67.21	140.6	122.353333	13.9875	5.8625	12.4	45.625	4.56	7.5	67.21	9	141	Moderate
2019-06-05	Bengaluru	28.4	56.09	7.78	23.56	27.22	10.02	0.75	4.73	45.01	47.333333	56.09	5.9125	34.025	9.725	29.45	2.505	37.5	45.01	9	56	Satisfactory
2019-09-10	Mumbai	13.89	51.1	10.6	12.29	22.61	9.89	0.39	11.8	10.38	23.15	51.1	14.75	28.2625	13.25	15.3625	2.4725	19.5	10.38	9	51	Satisfactory