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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
2016-11-29	Hyderabad	55.4	95.5	7.97	27.3	6.7	16.48	0.3	41.03	49.06	92.333333	95.5	51.2875	8.375	9.9625	34.125	4.12	15	49.06	9	96	Satisfactory
2018-11-25	Delhi	133.62	268.83	59.31	58.16	84.38	39.78	1.72	16.56	37.17	310.476923	218.83	20.7	104.38	74.1375	72.7	9.945	86	37.17	9	310	Very Poor
2015-02-17	Lucknow	161.27	195.78	4.05	25.15	4.22	75.66	12.28	5.6	27.74	331.746154	163.853333	7	5.275	5.0625	31.4375	18.915	232.571429	27.74	9	332	Very Poor
2017-01-13	Bengaluru	31.22	108.09	4.05	26.86	0	26.04	0.55	3.67	50.8	52.033333	105.393333	4.5875	0	5.0625	33.575	6.51	27.5	50.8	8	105	Moderate
2017-07-01	Patna	10.98	129.55	24.27	39.99	9.35	44.12	0	4.63	24.55	18.3	119.7	5.7875	11.6875	30.3375	49.9875	11.03	0	24.55	8	120	Moderate
2017-08-14	Patna	19.41	115.3	14.02	27.26	0	6.99	0	4.92	18.83	32.35	110.2	6.15	0	17.525	34.075	1.7475	0	18.83	7	110	Moderate
2018-03-06	Bengaluru	32.09	109.19	5.78	32.76	29.06	70.36	0.96	3.85	33.61	53.483333	106.126667	4.8125	36.325	7.225	40.95	17.59	48	33.61	9	106	Moderate
2019-09-24	Hyderabad	28.07	45.66	5.77	25.87	15.9	9.97	0.5	2.65	18.13	46.783333	45.66	3.3125	19.875	7.2125	32.3375	2.4925	25	18.13	9	47	Good
2016-10-23	Bengaluru	67.85	184.81	17.7	38.05	8.52	24.4	1.2	7.36	31.08	126.166667	156.54	9.2	10.65	22.125	47.5625	6.1	60	31.08	9	157	Moderate
2015-06-12	Lucknow	47.72	180.06	1.61	12.5	3.49	40.11	2.06	6.47	53.5	79.533333	153.373333	8.0875	4.3625	2.0125	15.625	10.0275	100.75	53.5	9	153	Moderate
2015-02-14	Bengaluru	null	null	11.29	26.05	21.19	17.14	0.9	5.18	31.76	0	0	6.475	26.4875	14.1125	32.5625	4.285	45	31.76	7	null	Moderate
2019-09-27	Chennai	17.76	45.69	4.84	10.05	12.39	25.31	0.89	7.13	44.14	29.6	45.69	8.9125	15.4875	6.05	12.5625	6.3275	44.5	44.14	9	46	Good
2019-07-28	Bengaluru	23.3	49.13	7.2	21.15	22.03	11.46	0.71	5.9	25.68	38.833333	49.13	7.375	27.5375	9	26.4375	2.865	35.5	25.68	9	49	Good
2020-03-13	Lucknow	44.03	111.48	6.73	20.47	16.11	16.86	1.09	5.19	34.83	73.383333	107.653333	6.4875	20.1375	8.4125	25.5875	4.215	54.5	34.83	9	108	Moderate
2017-08-18	Chennai	14.92	57.1	7.95	16.09	7.37	24.79	0	6.94	5.22	24.866667	57.1	8.675	9.2125	9.9375	20.1125	6.1975	0	5.22	8	57	Satisfactory
2017-05-10	Hyderabad	31.54	71.48	5.72	56.78	17.44	54.45	0.16	5.59	93.07	52.566667	71.48	6.9875	21.8	7.15	70.975	13.6125	8	93.07	9	93	Satisfactory
2016-09-27	Bengaluru	17.1	105.03	4.98	30.5	0	18.67	0.64	4.07	14.12	28.5	103.353333	5.0875	0	6.225	38.125	4.6675	32	14.12	8	103	Moderate
2016-03-19	Lucknow	89.05	194.95	11.94	24.13	4.22	9.14	3.21	6.68	46.87	196.833333	163.3	8.35	5.275	14.925	30.1625	2.285	115.125	46.87	9	197	Moderate
2015-04-09	Delhi	63.57	148.17	11.33	35.15	41.13	30.04	6.57	10.48	35.18	111.9	132.113333	13.1	51.4125	14.1625	43.9375	7.51	157.125	35.18	9	157	Moderate
2017-07-01	Bengaluru	25.33	129.55	24.27	39.99	0	31.77	0.67	7.11	11.34	42.216667	119.7	8.8875	0	30.3375	49.9875	7.9425	33.5	11.34	8	120	Moderate
2019-09-29	Patna	20.74	39.41	5.49	13.35	6.78	13.55	0.47	47.79	22.84	34.566667	39.41	59.7375	8.475	6.8625	16.6875	3.3875	23.5	22.84	9	60	Satisfactory
2018-02-22	Patna	214.8	64.91	17.23	24.31	16.93	55.72	2.16	38.02	43.38	372.923077	64.91	47.525	21.1625	21.5375	30.3875	13.93	102	43.38	9	373	Very Poor
2017-10-06	Chennai	38.5	55.39	7.18	15.1	14.66	59.7	0.44	12.15	29.66	64.166667	55.39	15.1875	18.325	8.975	18.875	14.925	22	29.66	9	64	Satisfactory
2018-09-12	Bengaluru	24.47	73.31	16.57	38.97	42.15	22.64	0.96	7.44	33.73	40.783333	73.31	9.3	52.6875	20.7125	48.7125	5.66	48	33.73	9	73	Satisfactory
2020-02-12	Delhi	172.12	295.05	38.78	55.96	64.65	40.92	1.29	16.24	37.86	340.092308	245.05	20.3	80.8125	48.475	69.95	10.23	64.5	37.86	9	340	Very Poor
2019-07-20	Patna	38.89	38.84	10.59	15.83	10.52	10.82	1.77	42.95	35.35	64.816667	38.84	53.6875	13.15	13.2375	19.7875	2.705	88.5	35.35	9	88	Satisfactory
2018-01-24	Delhi	130.16	192.19	25.05	35.33	56.27	43.08	1.32	11.9	42.04	307.815385	161.46	14.875	70.3375	31.3125	44.1625	10.77	66	42.04	9	308	Very Poor
2016-03-15	Lucknow	79.82	87.46	16.27	37.32	4.22	24.7	2.15	4.43	41.68	166.066667	87.46	5.5375	5.275	20.3375	46.65	6.175	101.875	41.68	9	166	Moderate
2018-02-23	Hyderabad	56.99	125.93	5.72	48	30	18.56	0.85	8.18	48.94	94.983333	117.286667	10.225	37.5	7.15	60	4.64	42.5	48.94	9	117	Moderate
2018-02-15	Chennai	63.06	59.31	11.03	21.91	16.78	93.85	0.97	11.88	40.81	110.2	59.31	14.85	20.975	13.7875	27.3875	23.4625	48.5	40.81	9	110	Moderate
2017-07-19	Chennai	48.24	66.58	7.01	12.27	9.95	27.04	0.02	4.71	20.05	80.4	66.58	5.8875	12.4375	8.7625	15.3375	6.76	1	20.05	9	80	Satisfactory
2015-07-25	Lucknow	49.34	97	4.7	12.14	4.47	37.05	1.97	9.09	24.92	82.233333	97	11.3625	5.5875	5.875	15.175	9.2625	98.5	24.92	9	98	Satisfactory
2016-06-19	Mumbai	101.31	105.43	15	32.55	16.66	31.78	0	9.51	33.97	237.7	103.62	11.8875	20.825	18.75	40.6875	7.945	0	33.97	8	238	Poor
2020-06-13	Bengaluru	16.79	42.32	5.42	14.67	16.68	6.57	0.72	7.33	15.52	27.983333	42.32	9.1625	20.85	6.775	18.3375	1.6425	36	15.52	9	42	Good
2017-10-16	Lucknow	169.38	154.52	29.6	72.26	65.79	2.8	0.73	11.86	28.96	337.984615	136.346667	14.825	82.2375	37	90.325	0.7	36.5	28.96	9	338	Very Poor
2015-04-24	Chennai	70.45	313.53	27.72	39.33	14.56	12.32	5.53	5.1	27.91	134.833333	263.53	6.375	18.2	34.65	49.1625	3.08	144.125	27.91	9	264	Poor
2019-05-08	Patna	78.57	415.23	6.85	5.45	5.57	20.71	1.33	39.86	71.68	161.9	381.5375	49.825	6.9625	8.5625	6.8125	5.1775	66.5	71.68	9	382	Very Poor
2019-03-12	Hyderabad	40.84	105.87	4.43	30.23	19.1	12.65	0.41	5.24	29	68.066667	103.913333	6.55	23.875	5.5375	37.7875	3.1625	20.5	29	9	104	Moderate
2016-11-16	Chennai	55.67	391.88	4.61	26.7	15.66	24.15	0	2.26	33.85	92.783333	352.35	2.825	19.575	5.7625	33.375	6.0375	0	33.85	8	352	Very Poor
2020-05-07	Delhi	36.02	88.35	10.31	17.97	18.92	25.51	0.73	13.6	73.11	60.033333	88.35	17	23.65	12.8875	22.4625	6.3775	36.5	73.11	9	88	Satisfactory
2015-01-01	Bengaluru	null	null	3.26	17.33	10.88	20.36	0.33	3.54	10.73	0	0	4.425	13.6	4.075	21.6625	5.09	16.5	10.73	7	null	Moderate
2018-09-14	Mumbai	23.52	57.14	37.65	22.87	60.46	13.25	1.57	18.26	27.03	39.2	57.14	22.825	75.575	47.0625	28.5875	3.3125	78.5	27.03	9	78	Satisfactory
2017-04-18	Chennai	75.8	219.74	2.3	10.71	8.77	28.01	0.06	4.84	42.61	152.666667	179.826667	6.05	10.9625	2.875	13.3875	7.0025	3	42.61	9	180	Moderate
2016-03-28	Delhi	81.46	110.31	21.37	53.01	67.76	27.83	1.04	25.75	77.27	171.533333	106.873333	32.1875	84.7	26.7125	66.2625	6.9575	52	77.27	9	172	Moderate
2017-11-11	Chennai	70.8	511.44	5.55	21.71	13.12	247.22	1.1	12.95	32.78	136	501.8	16.1875	16.4	6.9375	27.1375	61.805	55	32.78	9	502	Severe
2018-05-10	Patna	91.04	215.34	21.51	87.17	35.82	64.97	1.56	38.75	85.58	203.466667	176.893333	48.4375	44.775	26.8875	107.17	16.2425	78	85.58	9	203	Poor
2019-07-27	Hyderabad	12.96	32.82	2.56	11.87	8.24	9.57	0.36	6.52	19.4	21.6	32.82	8.15	10.3	3.2	14.8375	2.3925	18	19.4	9	33	Good
2016-05-14	Chennai	62.47	292.64	3.8	13.86	13.01	131.28	1.24	4.44	48.37	108.233333	242.64	5.55	16.2625	4.75	17.325	32.82	62	48.37	9	243	Poor
2016-01-07	Hyderabad	66.19	102.61	5.71	13.35	17.48	10.52	0.93	7.82	42.99	120.633333	101.74	9.775	21.85	7.1375	16.6875	2.63	46.5	42.99	9	121	Moderate
2019-07-09	Bengaluru	19.53	46.87	5.88	16.78	20.78	10.19	0.86	5.41	25.43	32.55	46.87	6.7625	25.975	7.35	20.975	2.5475	43	25.43	9	47	Good
2017-04-04	Delhi	84.4	234.82	57.09	73.67	43.73	63.38	0.39	24.14	31.95	181.333333	189.88	30.175	54.6625	71.3625	92.0875	15.845	19.5	31.95	9	190	Moderate
2019-10-26	Bengaluru	18.21	47.6	6.8	18.89	20.81	11.69	0.74	5.76	19	30.35	47.6	7.2	26.0125	8.5	23.6125	2.9225	37	19	9	48	Good
2017-12-22	Hyderabad	130.23	162	21.37	73.32	55.73	24.14	1.4	16.21	50.01	307.869231	141.333333	20.2625	69.6625	26.7125	91.65	6.035	70	50.01	9	308	Very Poor
2020-05-08	Delhi	51.09	120.82	10.02	21.66	20.69	27.98	0.83	13.82	74.28	85.15	113.88	17.275	25.8625	12.525	27.075	6.995	41.5	74.28	9	114	Moderate
2019-05-31	Delhi	88.57	337.77	44.18	56.83	69	34.26	1.47	19.82	58.49	195.233333	287.77	24.775	86.25	55.225	71.0375	8.565	73.5	58.49	9	288	Poor
2019-11-28	Bengaluru	23.08	53.29	13.08	29.76	35.02	18.19	1.04	6.31	30.99	38.466667	53.29	7.8875	43.775	16.35	37.2	4.5475	52	30.99	9	53	Satisfactory
2015-09-12	Lucknow	72.15	178.57	5.13	9.92	4.3	30.49	1.55	8.9	12.37	140.5	152.38	11.125	5.375	6.4125	12.4	7.6225	77.5	12.37	9	152	Moderate
2019-05-01	Chennai	29.99	111.66	5.19	11.74	16.91	2.05	1.17	6.16	18.49	49.983333	107.773333	7.7	21.1375	6.4875	14.675	0.5125	58.5	18.49	9	108	Moderate
2016-10-20	Delhi	135.9	361.08	169.53	90.28	98.14	44.98	1.83	24.72	107.03	312.230769	313.85	30.9	118.14	189.53	110.28	11.245	91.5	110.338235	9	314	Very Poor
2018-08-10	Mumbai	12.59	48.67	13.29	20.2	33.44	19.74	1.22	10.6	35.23	20.983333	48.67	13.25	41.8	16.6125	25.25	4.935	61	35.23	9	61	Satisfactory
2015-09-21	Bengaluru	16.51	null	3.86	15.32	12.75	36.84	2.15	3.01	15.34	27.516667	0	3.7625	15.9375	4.825	19.15	9.21	101.875	15.34	8	102	Moderate
2020-03-01	Delhi	42.83	91.88	20.57	40.73	41.36	31.4	0.97	12.19	39.84	71.383333	91.88	15.2375	51.7	25.7125	50.9125	7.85	48.5	39.84	9	92	Satisfactory
2015-10-17	Patna	95.74	112.22	68.42	31.51	99.85	6.78	1.56	5.16	10.66	219.133333	108.146667	6.45	119.85	85.525	39.3875	1.695	78	10.66	9	219	Poor
2016-09-16	Chennai	24.54	57.94	2.96	19.16	14.28	38.51	2.59	2	18.47	40.9	57.94	2.5	17.85	3.7	23.95	9.6275	107.375	18.47	9	107	Moderate
2017-11-09	Hyderabad	39.57	84.55	10.16	39.12	25.68	12.97	0.59	16.53	50.7	65.95	84.55	20.6625	32.1	12.7	48.9	3.2425	29.5	50.7	9	85	Satisfactory
2019-05-08	Bengaluru	33.28	81.91	10.92	25	25.5	15.29	0.88	4.16	34.37	55.466667	81.91	5.2	31.875	13.65	31.25	3.8225	44	34.37	9	82	Satisfactory
2019-03-08	Patna	88.98	199.28	7.38	13.9	8.07	32.86	1.46	39.04	71.6	196.6	166.186667	48.8	10.0875	9.225	17.375	8.215	73	71.6	9	197	Moderate
2019-06-02	Bengaluru	44.24	64.72	5.18	18.31	19.6	12.94	0.85	4.39	45.14	73.733333	64.72	5.4875	24.5	6.475	22.8875	3.235	42.5	45.14	9	74	Satisfactory
2015-10-30	Hyderabad	516.2	82.97	3.03	0.62	2.72	10.78	1.09	4.77	38.74	604.769231	82.97	5.9625	3.4	3.7875	0.775	2.695	54.5	38.74	9	605	Severe
2015-08-05	Hyderabad	21.56	117.08	7.62	8.86	16.41	10.66	0.66	7.15	17.39	35.933333	111.386667	8.9375	20.5125	9.525	11.075	2.665	33	17.39	9	111	Moderate
2016-11-14	Delhi	194.2	266.97	177.98	119.58	63.27	49.95	0.91	22.7	63.1	357.076923	216.97	28.375	79.0875	197.98	139.58	12.4875	45.5	63.1	9	357	Very Poor
2016-07-20	Mumbai	49.88	203.09	24.36	12.58	16.9	31.06	0	9.36	61.07	83.133333	168.726667	11.7	21.125	30.45	15.725	7.765	0	61.07	8	169	Moderate
2017-08-12	Bengaluru	3.91	61.7	12.54	32.46	0	6.12	0.86	5.24	18.87	6.516667	61.7	6.55	0	15.675	40.575	1.53	43	18.87	8	62	Satisfactory
2020-05-05	Chennai	19.68	115.91	4.47	4.13	8.02	27.82	0.75	3.61	42.79	32.8	110.606667	4.5125	10.025	5.5875	5.1625	6.955	37.5	42.79	9	111	Moderate
2018-08-25	Lucknow	29.39	82.69	9.89	27.9	25.05	26.02	0.65	12.86	9.56	48.983333	82.69	16.075	31.3125	12.3625	34.875	6.505	32.5	9.56	9	83	Satisfactory
2017-06-15	Mumbai	13.54	30.33	5.56	139.09	8.1	54.71	0	4.74	20.85	22.566667	30.33	5.925	10.125	6.95	159.09	13.6775	0	20.85	8	159	Moderate
2015-07-05	Delhi	135.92	435.2	19.63	36.89	49.31	64.99	1.17	6.42	58.36	312.246154	406.5	8.025	61.6375	24.5375	46.1125	16.2475	58.5	58.36	9	406	Severe
2017-12-21	Hyderabad	74.94	148.17	18.07	68.63	50.51	20.76	1.4	16.67	51.64	149.8	132.113333	20.8375	63.1375	22.5875	85.7875	5.19	70	51.64	9	150	Moderate
2015-08-03	Mumbai	43.58	154.28	6.56	7.52	20.15	30.76	0	8.75	45.97	72.633333	136.186667	10.9375	25.1875	8.2	9.4	7.69	0	45.97	8	136	Moderate
2016-04-12	Mumbai	112.53	87.94	12.85	17.24	24.18	19.29	0	10.06	32.25	275.1	87.94	12.575	30.225	16.0625	21.55	4.8225	0	32.25	8	275	Poor
2018-08-17	Chennai	60.61	46.57	10.49	17.11	27.61	74.25	0.86	15.97	9.03	102.033333	46.57	19.9625	34.5125	13.1125	21.3875	18.5625	43	9.03	9	102	Moderate
2020-03-31	Hyderabad	42.42	72.92	5.47	19.9	14.38	10.08	0.49	7.31	37.4	70.7	72.92	9.1375	17.975	6.8375	24.875	2.52	24.5	37.4	9	73	Satisfactory
2019-08-29	Lucknow	34.99	46.32	5.49	23.51	16.36	13.87	1.54	4.56	29.97	58.316667	46.32	5.7	20.45	6.8625	29.3875	3.4675	77	29.97	9	77	Satisfactory
2018-02-01	Bengaluru	33.99	106.5	9.03	49.14	31	81.64	1.08	5.01	41.2	56.65	104.333333	6.2625	38.75	11.2875	61.425	20.41	54	41.2	9	104	Moderate
2015-01-01	Chennai	313.22	607.98	16.3	15.39	22.68	4.59	1.17	9.2	11.35	448.630769	622.475	11.5	28.35	20.375	19.2375	1.1475	58.5	11.35	9	622	Severe
2019-06-14	Lucknow	75.84	47.2	6.55	20.54	18.87	29.99	0.93	3.64	34.76	152.8	47.2	4.55	23.5875	8.1875	25.675	7.4975	46.5	34.76	9	153	Moderate
2016-08-29	Patna	54.38	189.12	12.93	25.4	38.33	40.64	0.98	2.22	11.25	90.633333	159.413333	2.775	47.9125	16.1625	31.75	10.16	49	11.25	9	159	Moderate
2015-08-09	Lucknow	68.06	105.17	4.93	8.81	4.22	36.5	1.34	9.49	10.72	126.866667	103.446667	11.8625	5.275	6.1625	11.0125	9.125	67	10.72	9	127	Moderate
2016-12-18	Mumbai	274.78	94.68	31.32	40.15	0	36.11	0	38.49	41.88	419.061538	94.68	48.1125	0	39.15	50.1875	9.0275	0	41.88	7	419	Severe
2019-08-21	Lucknow	32.74	53.39	14.01	30.85	24.17	40.16	1.08	4.27	19.34	54.566667	53.39	5.3375	30.2125	17.5125	38.5625	10.04	54	19.34	9	55	Satisfactory
2016-10-21	Patna	112	100.29	9.56	21.45	31.01	39.49	1.22	5.6	25.57	273.333333	100.193333	7	38.7625	11.95	26.8125	9.8725	61	25.57	9	273	Poor
2017-11-10	Bengaluru	31.21	51.65	9.12	30.19	20.93	25.71	0.9	2.76	24.08	52.016667	51.65	3.45	26.1625	11.4	37.7375	6.4275	45	24.08	9	52	Satisfactory
2017-03-05	Hyderabad	31.06	69.14	7.81	19.79	6.75	15.43	0.14	14.85	55.32	51.766667	69.14	18.5625	8.4375	9.7625	24.7375	3.8575	7	55.32	9	69	Satisfactory
2015-03-15	Mumbai	38.89	46.68	7.44	18.44	68.31	11.15	0	16.57	47.28	64.816667	46.68	20.7125	85.3875	9.3	23.05	2.7875	0	47.28	8	85	Satisfactory
2017-03-01	Lucknow	148.25	98.33	49.62	55.62	20.16	73.27	3.7	8.45	48.09	321.730769	98.33	10.5625	25.2	62.025	69.525	18.3175	121.25	48.09	9	322	Very Poor
2019-03-30	Bengaluru	57.09	123.2	10.17	38.21	35.11	16.53	1.15	4.89	54.03	95.15	115.466667	6.1125	43.8875	12.7125	47.7625	4.1325	57.5	54.03	9	115	Moderate
2019-04-19	Chennai	25.41	95.76	11.08	9.13	14.37	1.6	0.97	6.85	13.7	42.35	95.76	8.5625	17.9625	13.85	11.4125	0.4	48.5	13.7	9	96	Satisfactory
2017-05-16	Chennai	64.22	375.15	4.23	12.9	10.42	18.27	0.16	8.24	72.36	114.066667	331.4375	10.3	13.025	5.2875	16.125	4.5675	8	72.36	9	331	Very Poor
2020-01-21	Hyderabad	37.27	89.76	10.09	32.37	24.07	17.04	0.46	5.1	28.47	62.116667	89.76	6.375	30.0875	12.6125	40.4625	4.26	23	28.47	9	90	Satisfactory
2017-10-28	Lucknow	171.39	329.05	52.81	84.41	113.9	20.45	1.44	19.45	29.39	339.530769	279.05	24.3125	133.9	66.0125	104.41	5.1125	72	29.39	9	340	Very Poor