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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
2016-11-16	Bengaluru	35.8	130.25	10.26	25.46	0	24.15	1.9	5.08	22.33	59.666667	120.166667	6.35	0	12.825	31.825	6.0375	95	22.33	8	120	Moderate
2019-10-23	Bengaluru	11.71	35.91	7.89	16.97	19.84	17.04	0.83	6.07	17.5	19.516667	35.91	7.5875	24.8	9.8625	21.2125	4.26	41.5	17.5	9	42	Good
2020-05-11	Delhi	43.26	93.49	4.8	19.53	15.6	28.13	0.76	12.66	64.6	72.1	93.49	15.825	19.5	6	24.4125	7.0325	38	64.6	9	93	Satisfactory
2016-10-14	Patna	133.66	303.27	11.96	21	32.97	31.36	1.33	6.62	26.4	310.507692	253.27	8.275	41.2125	14.95	26.25	7.84	66.5	26.4	9	311	Very Poor
2017-05-25	Delhi	113.9	222.88	20	65.71	23.38	33.07	0.56	41.43	30.8	279.666667	181.92	51.7875	29.225	25	82.1375	8.2675	28	30.8	9	280	Poor
2017-11-13	Chennai	48.07	498.63	12.3	27.69	19.88	138.19	0.81	11.35	26.02	80.116667	485.7875	14.1875	24.85	15.375	34.6125	34.5475	40.5	26.02	9	486	Severe
2019-10-16	Chennai	17.58	27.06	8.48	13.95	18	26.58	0.68	6.39	31.95	29.3	27.06	7.9875	22.5	10.6	17.4375	6.645	34	31.95	9	34	Good
2018-11-01	Patna	155.93	109.17	30.27	14.98	22.24	58.01	2.55	26.5	49.93	327.638462	106.113333	33.125	27.8	37.8375	18.725	14.5025	106.875	49.93	9	328	Very Poor
2018-11-28	Chennai	61.8	356.12	10.68	20.05	30.02	39.76	0.94	7.35	34.91	106	307.65	9.1875	37.525	13.35	25.0625	9.94	47	34.91	9	308	Very Poor
2019-06-15	Lucknow	115.06	274.68	5.7	23.81	20.24	29.98	0.84	6.06	50.72	283.533333	224.68	7.575	25.3	7.125	29.7625	7.495	42	50.72	9	284	Poor
2017-12-17	Patna	244.25	142.76	17.91	36.81	20.69	50.09	2.51	38.89	43.82	395.576923	128.506667	48.6125	25.8625	22.3875	46.0125	12.5225	106.375	43.82	9	396	Very Poor
2017-05-09	Bengaluru	32.01	57.82	4.81	31.86	0	30.32	0.23	3.67	33.71	53.35	57.82	4.5875	0	6.0125	39.825	7.58	11.5	33.71	8	58	Satisfactory
2018-10-19	Delhi	137.73	313.84	40.85	54.31	61.47	41.31	1.66	18.35	51.05	313.638462	263.84	22.9375	76.8375	51.0625	67.8875	10.3275	83	51.05	9	314	Very Poor
2016-10-02	Patna	296.42	24.85	23.78	22.01	45.78	19.43	1.05	2.38	9.42	435.707692	24.85	2.975	57.225	29.725	27.5125	4.8575	52.5	9.42	9	436	Severe
2020-03-21	Chennai	29.1	1.8	8.1	8.49	16.23	54.98	0.97	5.84	45.38	48.5	1.8	7.3	20.2875	10.125	10.6125	13.745	48.5	45.38	9	48	Good
2020-02-09	Lucknow	135.9	67.47	24.68	77.57	60.7	6.17	1.41	7.32	26.62	312.230769	67.47	9.15	75.875	30.85	96.9625	1.5425	70.5	26.62	9	312	Very Poor
2018-03-31	Patna	59.97	95.37	14.68	39.14	22.93	18.18	0.92	45.8	82.74	99.95	95.37	57.25	28.6625	18.35	48.925	4.545	46	82.74	9	100	Satisfactory
2018-01-10	Lucknow	235.73	158.74	18.32	46.46	39.3	52.24	2.1	8.8	27.65	389.023077	139.16	11	49.125	22.9	58.075	13.06	101.25	27.65	9	389	Very Poor
2019-09-09	Mumbai	12.07	46.77	14.4	12.67	26.77	9.16	0.57	12.02	9.24	20.116667	46.77	15.025	33.4625	18	15.8375	2.29	28.5	9.24	9	47	Good
2016-11-21	Patna	293.74	182.79	27.92	35.76	63.68	81.94	2.01	5.74	20.18	433.646154	155.193333	7.175	79.6	34.9	44.7	20.485	100.125	20.18	9	434	Severe
2020-05-21	Delhi	55.92	163.77	9.67	31.36	25.81	25.55	1.09	18.99	62.56	93.2	142.513333	23.7375	32.2625	12.0875	39.2	6.3875	54.5	62.56	9	143	Moderate
2020-01-17	Patna	135.89	210.83	31.14	39.22	69.02	26.91	2.07	11.24	18.16	312.223077	173.886667	14.05	86.275	38.925	49.025	6.7275	100.875	18.16	9	312	Very Poor
2017-10-19	Lucknow	173.5	147.94	13.34	36.49	33.42	37.12	1.61	31.73	17.24	341.153846	131.96	39.6625	41.775	16.675	45.6125	9.28	80.5	17.24	9	341	Very Poor
2017-11-20	Hyderabad	43.64	89.51	7.6	36.84	25.21	14.27	0.82	10.05	42.8	72.733333	89.51	12.5625	31.5125	9.5	46.05	3.5675	41	42.8	9	90	Satisfactory
2016-05-20	Patna	39.84	186.97	13.67	14.55	28.22	7.84	1.22	6.88	24.03	66.4	157.98	8.6	35.275	17.0875	18.1875	1.96	61	24.03	9	158	Moderate
2015-01-03	Delhi	87.18	131.9	25.73	30.31	47.95	69.55	10.61	2.65	19.71	190.6	121.266667	3.3125	59.9375	32.1625	37.8875	17.3875	208.714286	19.71	9	209	Poor
2016-10-03	Delhi	103.12	210.04	26.23	66.31	68.95	43.92	1.09	12.96	97.36	243.733333	173.36	16.2	86.1875	32.7875	82.8875	10.98	54.5	97.36	9	244	Poor
2019-02-09	Patna	94.6	188.49	25.85	50.29	32.42	27.48	1.25	40.83	38.41	215.333333	158.993333	51.0375	40.525	32.3125	62.8625	6.87	62.5	38.41	9	215	Poor
2015-08-11	Bengaluru	21.1	null	2.56	7.98	5.34	24.12	29	2.96	9.86	35.166667	0	3.7	6.675	3.2	9.975	6.03	370.588235	9.86	8	371	Very Poor
2018-02-22	Mumbai	233.24	64.91	202.14	66.4	116.57	55.72	1.53	8.69	26.36	387.107692	64.91	10.8625	136.57	222.14	83	13.93	76.5	26.36	9	387	Very Poor
2020-04-27	Patna	19.03	50.03	77.24	14.17	57.37	11.3	0.43	9.83	23.31	31.716667	50.03	12.2875	71.7125	96.55	17.7125	2.825	21.5	23.31	9	97	Satisfactory
2018-03-05	Hyderabad	47.44	111.76	4.59	45.37	27.82	20.49	0.89	8.88	48.64	79.066667	107.84	11.1	34.775	5.7375	56.7125	5.1225	44.5	48.64	9	108	Moderate
2016-05-16	Chennai	58.8	39.39	4.28	13.77	13.3	131.56	1.15	3.89	58.35	98	39.39	4.8625	16.625	5.35	17.2125	32.89	57.5	58.35	9	98	Satisfactory
2015-12-31	Bengaluru	71.06	74.39	20.87	61.97	44.85	26.49	1.49	7.22	36.94	136.866667	74.39	9.025	56.0625	26.0875	77.4625	6.6225	74.5	36.94	9	137	Moderate
2017-08-20	Hyderabad	7.42	10.54	6.9	8.85	5.15	4.45	0.15	4.18	37.5	12.366667	10.54	5.225	6.4375	8.625	11.0625	1.1125	7.5	37.5	9	38	Good
2017-03-11	Delhi	37.49	110.65	29.5	32	17.11	24.61	0.25	19.4	47.14	62.483333	107.1	24.25	21.3875	36.875	40	6.1525	12.5	47.14	9	107	Moderate
2018-05-17	Chennai	23.7	74.2	12.01	24.77	20.26	33.18	1.16	7.82	19.95	39.5	74.2	9.775	25.325	15.0125	30.9625	8.295	58	19.95	9	74	Satisfactory
2019-11-26	Mumbai	83.45	158.37	28.52	47.23	75.75	16.93	1.07	17.3	39.16	178.166667	138.913333	21.625	94.6875	35.65	59.0375	4.2325	53.5	39.16	9	178	Moderate
2018-12-02	Lucknow	188.15	145.82	81.1	74.59	104.37	47.66	2.18	8.52	21.72	352.423077	130.546667	10.65	124.37	101.1	93.2375	11.915	102.25	21.72	9	352	Very Poor
2020-01-06	Mumbai	70.2	142.64	24.3	38.91	63.21	18.3	1.01	8.68	43.46	134	128.426667	10.85	79.0125	30.375	48.6375	4.575	50.5	43.46	9	134	Moderate
2020-03-19	Bengaluru	38.15	87.04	4.96	26.49	27.94	12.13	0.93	7.97	55.4	63.583333	87.04	9.9625	34.925	6.2	33.1125	3.0325	46.5	55.4	9	87	Satisfactory
2017-06-25	Bengaluru	25.16	89.68	17.58	39.31	0	31.68	0.56	5.68	7.84	41.933333	89.68	7.1	0	21.975	49.1375	7.92	28	7.84	8	90	Satisfactory
2017-10-24	Lucknow	199.31	176.27	59.11	75.27	70.3	27.82	1.76	21.03	26.58	361.007692	150.846667	26.2875	87.875	73.8875	94.0875	6.955	88	26.58	9	361	Very Poor
2016-11-12	Patna	211.58	437.21	28.01	37.76	65.77	39.06	1.51	2.34	15.87	370.446154	409.0125	2.925	82.2125	35.0125	47.2	9.765	75.5	15.87	9	409	Severe
2018-11-24	Lucknow	135.5	93.05	18.76	61.83	45.74	38.81	1.8	9.05	33.89	311.923077	93.05	11.3125	57.175	23.45	77.2875	9.7025	90	33.89	9	312	Very Poor
2018-12-21	Chennai	38.97	143.39	9.16	15.8	24.41	56.57	0.94	9.74	27.3	64.95	128.926667	12.175	30.5125	11.45	19.75	14.1425	47	27.3	9	129	Moderate
2017-07-25	Mumbai	94.7	99.2	15.81	10.9	0	10.26	0	4.66	10.83	215.666667	99.2	5.825	0	19.7625	13.625	2.565	0	10.83	7	216	Poor
2015-10-19	Lucknow	133.94	102.27	2.55	7.6	4.22	21.37	2.51	3.81	67.42	310.723077	101.513333	4.7625	5.275	3.1875	9.5	5.3425	106.375	67.42	9	311	Very Poor
2020-01-16	Mumbai	34.16	84.73	15.66	31.54	47.2	16.18	0.66	5.95	37.14	56.933333	84.73	7.4375	59	19.575	39.425	4.045	33	37.14	9	85	Satisfactory
2015-01-13	Hyderabad	197.61	301.04	33.63	23.37	57	35.34	0.72	3.01	13.66	359.7	251.04	3.7625	71.25	42.0375	29.2125	8.835	36	13.66	9	360	Very Poor
2020-05-19	Lucknow	59.78	208.65	8.1	23.51	18.93	9.53	0.87	7.79	28.31	99.633333	172.433333	9.7375	23.6625	10.125	29.3875	2.3825	43.5	28.31	9	172	Moderate
2018-12-28	Chennai	68.25	387.84	10.69	16.16	26.23	32.55	1.08	11.95	32.06	127.5	347.3	14.9375	32.7875	13.3625	20.2	8.1375	54	32.06	9	347	Very Poor
2015-06-12	Hyderabad	24.88	180.06	10.23	11.33	21.41	40.11	0.75	8.43	20.85	41.466667	153.373333	10.5375	26.7625	12.7875	14.1625	10.0275	37.5	20.85	9	153	Moderate
2016-05-23	Mumbai	28.65	163.9	1.84	22.26	16.52	20.06	0	5.2	18.19	47.75	142.6	6.5	20.65	2.3	27.825	5.015	0	18.19	8	143	Moderate
2017-02-07	Patna	110.38	102.65	39.12	45.31	84.43	20.74	1.12	2.61	23.88	267.933333	101.766667	3.2625	104.43	48.9	56.6375	5.185	56	23.88	9	268	Poor
2015-09-11	Delhi	67.35	181.99	16.4	46.81	56.83	34.81	1.13	10.98	68.81	124.5	154.66	13.725	71.0375	20.5	58.5125	8.7025	56.5	68.81	9	155	Moderate
2017-09-28	Chennai	50	74.16	13.66	23.67	22.24	37.52	0.28	21.76	22.01	83.333333	74.16	27.2	27.8	17.075	29.5875	9.38	14	22.01	9	83	Satisfactory
2017-05-18	Patna	36.58	279.92	3.84	50.64	20.34	33.13	0.66	2.94	33.03	60.966667	229.92	3.675	25.425	4.8	63.3	8.2825	33	33.03	9	230	Poor
2020-06-23	Hyderabad	22.36	56.6	6.71	22.45	16.53	11.81	0.32	6.56	16.49	37.266667	56.6	8.2	20.6625	8.3875	28.0625	2.9525	16	16.49	9	57	Satisfactory
2015-03-22	Mumbai	674.43	122.12	9.39	22.96	129.06	9.56	0	4.4	25.48	726.484615	114.746667	5.5	149.06	11.7375	28.7	2.39	0	25.48	8	726	Severe
2018-12-01	Delhi	147.48	297.66	68.71	56.43	90.73	42.49	1.91	14.4	35.45	321.138462	247.66	18	110.73	85.8875	70.5375	10.6225	95.5	35.45	9	321	Very Poor
2017-06-14	Bengaluru	19.77	95.84	6.27	29.47	0	23.66	0.63	4.24	21.06	32.95	95.84	5.3	0	7.8375	36.8375	5.915	31.5	21.06	8	96	Satisfactory
2018-08-30	Patna	70.69	82.96	38.1	69.42	41.1	19.65	1.1	25.23	29.29	135.633333	82.96	31.5375	51.375	47.625	86.775	4.9125	55	29.29	9	136	Moderate
2017-12-09	Patna	270.39	108.41	136.74	166.01	129.42	57.73	3.59	20.24	41.63	415.684615	105.606667	25.3	149.42	156.74	186.01	14.4325	119.875	41.63	9	416	Severe
2015-07-29	Mumbai	28.17	56.7	6.04	12.67	19.96	35.66	0	9.68	5.82	46.95	56.7	12.1	24.95	7.55	15.8375	8.915	0	5.82	8	57	Satisfactory
2015-04-03	Mumbai	75.52	76.05	2.63	5.99	73.5	26.04	0	10.62	57.75	151.733333	76.05	13.275	91.875	3.2875	7.4875	6.51	0	57.75	8	152	Moderate
2018-01-24	Mumbai	80.11	131.41	24.51	21.32	90.98	68.02	0.1	9.52	28.97	167.033333	120.94	11.9	110.98	30.6375	26.65	17.005	5	28.97	9	167	Moderate
2017-06-18	Mumbai	54	218.93	9.23	15.24	8.15	48.14	0	3.14	9.1	90	179.286667	3.925	10.1875	11.5375	19.05	12.035	0	9.1	8	179	Moderate
2018-08-25	Mumbai	25.28	55.95	14.09	26.13	40.23	16.07	1.33	14.85	49.66	42.133333	55.95	18.5625	50.2875	17.6125	32.6625	4.0175	66.5	49.66	9	66	Satisfactory
2015-09-16	Mumbai	64.24	190.99	8.55	13.09	38.43	20.69	0	5.94	10.43	114.133333	160.66	7.425	48.0375	10.6875	16.3625	5.1725	0	10.43	8	161	Moderate
2019-04-13	Delhi	55.93	175.93	15.35	37.89	35.19	33.66	1.06	20.82	45.3	93.216667	150.62	26.025	43.9875	19.1875	47.3625	8.415	53	45.3	9	151	Moderate
2018-11-03	Patna	148.34	63.23	16.1	11.22	12.67	35.75	1.84	28.16	51.42	321.8	63.23	35.2	15.8375	20.125	14.025	8.9375	92	51.42	9	322	Very Poor
2019-03-03	Patna	129.83	58.71	19.04	79.05	32.03	167.9	1.44	36.02	66.71	307.561538	58.71	45.025	40.0375	23.8	98.8125	41.975	72	66.71	9	308	Very Poor
2018-07-22	Bengaluru	18.63	67.89	5.71	14.94	11.91	20.14	0.85	8.01	21.53	31.05	67.89	10.0125	14.8875	7.1375	18.675	5.035	42.5	21.53	9	68	Satisfactory
2017-07-16	Lucknow	47.24	98.67	7.66	11.49	8.39	25.84	1.63	2.85	19.58	78.733333	98.67	3.5625	10.4875	9.575	14.3625	6.46	81.5	19.58	9	99	Satisfactory
2016-08-21	Bengaluru	56.45	11.73	4.82	17.24	3.35	40.82	0.41	2.72	28.1	94.083333	11.73	3.4	4.1875	6.025	21.55	10.205	20.5	28.1	9	94	Satisfactory
2019-09-05	Patna	36.84	90.44	39.71	76.49	45.22	8.86	1.16	52.9	52.72	61.4	90.44	66.125	56.525	49.6375	95.6125	2.215	58	52.72	9	96	Satisfactory
2015-01-10	Chennai	221.02	361.74	10.2	19.17	11.15	3.96	0.98	17.36	27.19	377.707692	314.675	21.7	13.9375	12.75	23.9625	0.99	49	27.19	9	378	Very Poor
2016-08-01	Chennai	32.88	53.42	5.6	17.12	14.41	97.78	1.08	2.34	9.89	54.8	53.42	2.925	18.0125	7	21.4	24.445	54	9.89	9	55	Satisfactory
2016-04-17	Lucknow	145.96	95.59	11.41	56.17	3.88	21.22	1.44	6.55	53.57	319.969231	95.59	8.1875	4.85	14.2625	70.2125	5.305	72	53.57	9	320	Very Poor
2018-01-20	Delhi	152.33	252.92	21.5	38.87	53.34	66.51	1.31	14.45	43.18	324.869231	202.92	18.0625	66.675	26.875	48.5875	16.6275	65.5	43.18	9	325	Very Poor
2016-06-11	Mumbai	84	225.52	2.57	10.14	7.06	37.83	0	1.97	30.91	180	183.68	2.4625	8.825	3.2125	12.675	9.4575	0	30.91	8	184	Moderate
2017-05-04	Delhi	109.91	302.02	44.86	67.76	43.5	34.41	0.83	34.97	45.95	266.366667	252.02	43.7125	54.375	56.075	84.7	8.6025	41.5	45.95	9	266	Poor
2017-02-22	Hyderabad	65.52	167.51	12.37	46.93	13.69	30.84	0.27	20.72	49.52	118.4	145.006667	25.9	17.1125	15.4625	58.6625	7.71	13.5	49.52	9	145	Moderate
2015-05-28	Bengaluru	48.08	null	12.38	41.16	23.43	4.91	1.22	0.96	42.06	80.133333	0	1.2	29.2875	15.475	51.45	1.2275	61	42.06	8	80	Satisfactory
2017-10-19	Patna	84.43	147.94	15.13	35.42	33.57	50.7	0.5	15.41	14.67	181.433333	131.96	19.2625	41.9625	18.9125	44.275	12.675	25	14.67	9	181	Moderate
2018-06-18	Lucknow	127.74	31.4	9.8	31.83	24.63	41.19	0.87	8.72	15.71	305.953846	31.4	10.9	30.7875	12.25	39.7875	10.2975	43.5	15.71	9	306	Very Poor
2020-03-18	Bengaluru	29.66	72.55	4.54	24.72	25.9	11.06	0.9	7.25	39.28	49.433333	72.55	9.0625	32.375	5.675	30.9	2.765	45	39.28	9	73	Satisfactory
2018-05-10	Lucknow	106.67	215.34	23.44	49.09	28.47	23.05	0.33	8.27	52.12	255.566667	176.893333	10.3375	35.5875	29.3	61.3625	5.7625	16.5	52.12	9	256	Poor
2015-06-20	Patna	56.25	160.22	17.33	12.65	29.82	58.34	1.12	7.12	6.87	93.75	140.146667	8.9	37.275	21.6625	15.8125	14.585	56	6.87	9	140	Moderate
2018-04-04	Hyderabad	44.94	91.88	4.18	39.39	24.13	15.22	0.72	5.82	50.85	74.9	91.88	7.275	30.1625	5.225	49.2375	3.805	36	50.85	9	92	Satisfactory
2017-11-13	Hyderabad	55.36	107.88	9.34	37.83	27.59	16.47	0.74	17.25	59.62	92.266667	105.253333	21.5625	34.4875	11.675	47.2875	4.1175	37	59.62	9	105	Moderate
2015-04-04	Hyderabad	62.56	86.11	18.49	19.62	38.11	40.71	0.96	11.02	37.02	108.533333	86.11	13.775	47.6375	23.1125	24.525	10.1775	48	37.02	9	109	Moderate
2019-11-20	Bengaluru	21.12	48.76	13.06	27.06	33.42	16.37	1.05	6.93	23.22	35.2	48.76	8.6625	41.775	16.325	33.825	4.0925	52.5	23.22	9	52	Satisfactory
2016-06-10	Bengaluru	56.17	19.97	2.3	10.05	6.41	30.18	0.37	2.28	66.55	93.616667	19.97	2.85	8.0125	2.875	12.5625	7.545	18.5	66.55	9	94	Satisfactory
2017-03-03	Hyderabad	28.95	87.02	7.66	25.79	7.97	17.57	0.14	7.43	51.83	48.25	87.02	9.2875	9.9625	9.575	32.2375	4.3925	7	51.83	9	87	Satisfactory
2018-01-27	Chennai	79.6	143.26	11.77	19.89	16.59	101.14	0.89	7.26	40.58	165.333333	128.84	9.075	20.7375	14.7125	24.8625	25.285	44.5	40.58	9	165	Moderate
2016-07-23	Delhi	42.09	80.14	8.85	23.88	28.63	35.77	0.84	7.23	51.32	70.15	80.14	9.0375	35.7875	11.0625	29.85	8.9425	42	51.32	9	80	Satisfactory
2017-05-24	Mumbai	152.46	58.26	5.39	19.88	9.08	42.37	0	8.56	21.4	324.969231	58.26	10.7	11.35	6.7375	24.85	10.5925	0	21.4	8	325	Very Poor
2017-09-13	Mumbai	16.5	143.16	5.01	34.8	5.71	24.62	0	5.03	29.14	27.5	128.773333	6.2875	7.1375	6.2625	43.5	6.155	0	29.14	8	129	Moderate