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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
2018-09-09	Lucknow	26.64	67.13	7.78	27.39	23.88	28.99	1.28	4.78	16.49	44.4	67.13	5.975	29.85	9.725	34.2375	7.2475	64	16.49	9	67	Satisfactory
2018-04-02	Patna	63.73	96.92	8.95	44.77	17.35	29.9	0.9	47.74	80.7	112.433333	96.92	59.675	21.6875	11.1875	55.9625	7.475	45	80.7	9	112	Moderate
2015-09-14	Hyderabad	73.21	35.28	2.82	19.94	15.4	21.4	0.57	5.96	34.11	144.033333	35.28	7.45	19.25	3.525	24.925	5.35	28.5	34.11	9	144	Moderate
2015-01-20	Hyderabad	165.63	257.04	13.19	20.47	33.66	20.14	0.46	2.63	8.66	335.1	207.04	3.2875	42.075	16.4875	25.5875	5.035	23	8.66	9	335	Very Poor
2015-03-14	Mumbai	67.94	105.29	6.69	16.89	96.51	1.12	0	13.47	51.23	126.466667	103.526667	16.8375	116.51	8.3625	21.1125	0.28	0	51.23	8	126	Moderate
2016-09-19	Delhi	75.02	143.48	24.51	67.37	74.28	34.17	1.08	14.63	88.62	150.066667	128.986667	18.2875	92.85	30.6375	84.2125	8.5425	54	88.62	9	150	Moderate
2017-04-21	Bengaluru	21.53	80.41	4.21	24.41	0	35.77	0.47	4.71	54.16	35.883333	80.41	5.8875	0	5.2625	30.5125	8.9425	23.5	54.16	8	80	Satisfactory
2017-04-04	Bengaluru	36.85	99.33	3.61	25.76	0	25.66	0.54	2.3	72.54	61.416667	99.33	2.875	0	4.5125	32.2	6.415	27	72.54	8	99	Satisfactory
2016-10-06	Hyderabad	15.29	52.36	13.83	47.47	16.72	14.01	0.1	6.85	20.62	25.483333	52.36	8.5625	20.9	17.2875	59.3375	3.5025	5	20.62	9	59	Satisfactory
2016-04-02	Chennai	65.84	159.41	5.87	5.4	9.19	189.01	2.02	3.58	19.93	119.466667	139.606667	4.475	11.4875	7.3375	6.75	47.2525	100.25	19.93	9	140	Moderate
2020-02-09	Bengaluru	52.39	111.14	4.66	25.96	26.24	15.42	1.06	10.99	34.35	87.316667	107.426667	13.7375	32.8	5.825	32.45	3.855	53	34.35	9	107	Moderate
2019-12-24	Patna	242.58	158.08	8.62	42.92	47.85	49.8	2.75	10.66	33.28	394.292308	138.72	13.325	59.8125	10.775	53.65	12.45	109.375	33.28	9	394	Very Poor
2016-02-14	Patna	189.19	177.49	83.16	32.71	115.88	35.13	1.98	8.13	11.44	353.223077	151.66	10.1625	135.88	103.16	40.8875	8.7825	99	11.44	9	353	Very Poor
2017-05-05	Delhi	207.4	429.32	68.51	75.66	56.71	32.24	0.99	46.67	50.69	367.230769	399.15	58.3375	70.8875	85.6375	94.575	8.06	49.5	50.69	9	399	Very Poor
2018-12-04	Patna	290.17	393.74	58.22	98.74	63.88	51.21	3.68	24.44	22.96	430.9	354.675	30.55	79.85	72.775	118.74	12.8025	121	22.96	9	431	Severe
2016-06-26	Hyderabad	24.5	86.63	5.86	9.42	15.28	99.27	0.68	6	15.04	40.833333	86.63	7.5	19.1	7.325	11.775	24.8175	34	15.04	9	87	Satisfactory
2017-11-17	Hyderabad	37.72	80.34	9.97	33.87	25.49	15.71	0.61	14.81	37.36	62.866667	80.34	18.5125	31.8625	12.4625	42.3375	3.9275	30.5	37.36	9	80	Satisfactory
2015-09-26	Chennai	65.79	254.8	16.61	9.7	20.27	23.06	1.79	12.36	47.29	119.3	204.8	15.45	25.3375	20.7625	12.125	5.765	89.5	47.29	9	205	Poor
2016-01-26	Hyderabad	248.76	101.29	5.41	2.7	5.36	10.42	0.98	10.08	50.63	399.046154	100.86	12.6	6.7	6.7625	3.375	2.605	49	50.63	9	399	Very Poor
2016-02-19	Delhi	207.1	307.38	54.8	66.45	119.87	67.61	1.76	32.25	108.89	367	257.38	40.3125	139.87	68.5	83.0625	16.9025	88	113.073529	9	367	Very Poor
2019-02-19	Lucknow	119.84	120.19	31.16	45.19	48.2	50.89	1.28	7.62	25.7	299.466667	113.46	9.525	60.25	38.95	56.4875	12.7225	64	25.7	9	299	Poor
2016-04-07	Bengaluru	46.24	208.97	3.14	17.79	10.68	23.17	1.19	3.17	67.46	77.066667	172.646667	3.9625	13.35	3.925	22.2375	5.7925	59.5	67.46	9	173	Moderate
2016-10-11	Hyderabad	111.37	70.21	6.43	83.87	0	15.11	0	5.8	17.24	271.233333	70.21	7.25	0	8.0375	103.87	3.7775	0	17.24	7	271	Poor
2017-04-13	Patna	106.25	161.14	6.59	20.17	26.76	54.53	1.68	4.95	19.66	254.166667	140.76	6.1875	33.45	8.2375	25.2125	13.6325	84	19.66	9	254	Poor
2018-01-26	Bengaluru	39.28	117.17	4.06	32.42	18.82	57.65	0.94	4.24	63.78	65.466667	111.446667	5.3	23.525	5.075	40.525	14.4125	47	63.78	9	111	Moderate
2015-02-27	Chennai	130.42	163.67	10.16	11.24	12.99	58.05	0.97	7.77	40.47	308.015385	142.446667	9.7125	16.2375	12.7	14.05	14.5125	48.5	40.47	9	308	Very Poor
2020-06-16	Delhi	39.87	107.99	7.35	24.58	19.98	32.62	0.88	12.08	51.4	66.45	105.326667	15.1	24.975	9.1875	30.725	8.155	44	51.4	9	105	Moderate
2019-10-11	Delhi	98.07	203.36	35.13	48.05	53.08	31.79	1.37	11.02	47.07	226.9	168.906667	13.775	66.35	43.9125	60.0625	7.9475	68.5	47.07	9	227	Poor
2016-08-02	Hyderabad	6.01	55.33	7.4	7.35	14.74	0.15	7.25	6.7	7.25	10.016667	55.33	8.375	18.425	9.25	9.1875	0.0375	165.625	7.25	9	166	Moderate
2015-12-12	Chennai	78.83	87.86	7.53	7.55	12.74	86.29	1.34	2.85	36.2	162.766667	87.86	3.5625	15.925	9.4125	9.4375	21.5725	67	36.2	9	163	Moderate
2015-11-27	Mumbai	193.58	343.26	7.2	19.83	98.32	32.33	0	9.12	13.64	356.6	293.26	11.4	118.32	9	24.7875	8.0825	0	13.64	8	357	Very Poor
2015-01-25	Lucknow	148.59	203.81	3.78	10.64	3.05	15.42	12.66	3.32	58.79	321.992308	169.206667	4.15	3.8125	4.725	13.3	3.855	238	58.79	9	322	Very Poor
2015-07-19	Bengaluru	14.46	null	3.76	7.65	6.72	10.88	12.18	1.66	9.43	24.1	0	2.075	8.4	4.7	9.5625	2.72	231.142857	9.43	8	231	Poor
2018-07-28	Mumbai	14.11	53.33	15.2	12.74	27.95	43.4	1.14	13.07	22.15	23.516667	53.33	16.3375	34.9375	19	15.925	10.85	57	22.15	9	57	Satisfactory
2020-05-28	Mumbai	12.21	46.97	15.52	7.43	22.69	4.61	0.22	6.76	18.17	20.35	46.97	8.45	28.3625	19.4	9.2875	1.1525	11	18.17	9	47	Good
2017-10-09	Mumbai	25.79	173.87	20.44	27.06	18.35	9.24	0	23.51	35.88	42.983333	149.246667	29.3875	22.9375	25.55	33.825	2.31	0	35.88	8	149	Moderate
2016-09-06	Patna	43.17	282.23	38.83	20.19	59	40.36	1.57	5.72	10.53	71.95	232.23	7.15	73.75	48.5375	25.2375	10.09	78.5	10.53	9	232	Poor
2018-04-13	Lucknow	54.59	196.02	12.69	37.3	32.57	30.23	0.33	10.62	39.79	90.983333	164.013333	13.275	40.7125	15.8625	46.625	7.5575	16.5	39.79	9	164	Moderate
2019-08-07	Hyderabad	9.72	20.37	4.1	16.76	12.04	16.85	0.38	5.86	12.08	16.2	20.37	7.325	15.05	5.125	20.95	4.2125	19	12.08	9	21	Good
2015-09-27	Delhi	89.75	252.06	53	44.13	92.67	30.43	1.49	9.76	68.69	199.166667	202.06	12.2	112.67	66.25	55.1625	7.6075	74.5	68.69	9	202	Poor
2018-09-24	Mumbai	33.06	70.44	33.91	23.98	57.89	12.23	1.6	14.82	46.51	55.1	70.44	18.525	72.3625	42.3875	29.975	3.0575	80	46.51	9	80	Satisfactory
2018-12-29	Mumbai	65.85	137.97	58.08	69.41	127.32	43.22	2.05	26.23	37.22	119.5	125.313333	32.7875	147.32	72.6	86.7625	10.805	100.625	37.22	9	147	Moderate
2017-12-13	Hyderabad	69.33	136.56	7.91	50.13	33.14	20.13	1	8.51	48.7	131.1	124.373333	10.6375	41.425	9.8875	62.6625	5.0325	50	48.7	9	131	Moderate
2015-11-15	Hyderabad	70.51	100.62	17.12	16.18	28.61	2.5	1.2	11.67	33.14	135.033333	100.413333	14.5875	35.7625	21.4	20.225	0.625	60	33.14	9	135	Moderate
2016-07-06	Bengaluru	17.26	42.66	6	13.18	13.25	32.42	0.42	1.77	10.08	28.766667	42.66	2.2125	16.5625	7.5	16.475	8.105	21	10.08	9	43	Good
2015-06-22	Mumbai	66.78	139.2	30.72	17.51	18.87	27.31	0	5.53	15.55	122.6	126.133333	6.9125	23.5875	38.4	21.8875	6.8275	0	15.55	8	126	Moderate
2017-05-02	Mumbai	24.2	78.44	8.2	41.08	8.75	26.1	0	4.88	24.89	40.333333	78.44	6.1	10.9375	10.25	51.35	6.525	0	24.89	8	78	Satisfactory
2015-09-13	Lucknow	68.23	36.67	4.89	9.36	4.3	21.68	2.47	8.66	11.04	127.433333	36.67	10.825	5.375	6.1125	11.7	5.42	105.875	11.04	9	127	Moderate
2016-08-30	Delhi	48.93	89.57	17.92	42.73	53.37	29.36	1.12	9.22	41.9	81.55	89.57	11.525	66.7125	22.4	53.4125	7.34	56	41.9	9	90	Satisfactory
2015-04-29	Bengaluru	44.53	null	7.24	17.71	22.68	11.4	1.34	8.34	27.11	74.216667	0	10.425	28.35	9.05	22.1375	2.85	67	27.11	8	74	Satisfactory
2017-11-19	Chennai	22.81	77.41	5.48	19.17	14.12	323.48	0.87	12.77	16.62	38.016667	77.41	15.9625	17.65	6.85	23.9625	80.87	43.5	16.62	9	81	Satisfactory
2017-04-21	Lucknow	79.89	146.01	10.22	13.74	9.01	35.77	1.33	4.23	107.34	166.3	130.673333	5.2875	11.2625	12.775	17.175	8.9425	66.5	110.794118	9	166	Moderate
2018-12-31	Mumbai	81.34	185.04	70.64	90.08	160.67	16.72	2.57	27.19	38.87	171.133333	156.693333	33.9875	180.67	88.3	110.08	4.18	107.125	38.87	9	181	Moderate
2015-08-11	Chennai	61.65	137.74	8.71	15.12	19.68	36.74	1.02	12.74	16.66	105.5	125.16	15.925	24.6	10.8875	18.9	9.185	51	16.66	9	125	Moderate
2015-11-17	Patna	222.41	8.22	54.94	26.47	81.18	148.89	2.03	5.89	10.7	378.776923	8.22	7.3625	101.18	68.675	33.0875	37.2225	100.375	10.7	9	379	Very Poor
2019-10-21	Hyderabad	22.03	46.72	3.98	21.12	13.29	7.59	0.51	3.34	20.2	36.716667	46.72	4.175	16.6125	4.975	26.4	1.8975	25.5	20.2	9	47	Good
2019-08-19	Bengaluru	20.73	49.59	12.5	27.88	31.49	16.63	0.88	3.85	17.67	34.55	49.59	4.8125	39.3625	15.625	34.85	4.1575	44	17.67	9	50	Good
2018-09-01	Bengaluru	23.62	78.59	18.31	18.76	29.17	22.74	0.8	7.25	15.32	39.366667	78.59	9.0625	36.4625	22.8875	23.45	5.685	40	15.32	9	79	Satisfactory
2017-09-18	Chennai	25.17	102.29	5.81	10.02	8.21	3.25	0.32	5.36	19.6	41.95	101.526667	6.7	10.2625	7.2625	12.525	0.8125	16	19.6	9	102	Moderate
2019-12-10	Bengaluru	20.31	55.42	9.34	27.3	28.35	12.13	1.02	6.59	33.44	33.85	55.42	8.2375	35.4375	11.675	34.125	3.0325	51	33.44	9	55	Satisfactory
2019-02-15	Delhi	123.46	194.76	25.13	44.28	45.94	39.19	1.22	15.38	28.15	302.661538	163.173333	19.225	57.425	31.4125	55.35	9.7975	61	28.15	9	303	Very Poor
2016-08-09	Delhi	41.29	64.76	16.97	29.05	43.48	27.23	2.93	8.02	59.76	68.816667	64.76	10.025	54.35	21.2125	36.3125	6.8075	111.625	59.76	9	112	Moderate
2018-08-12	Hyderabad	11.98	28.35	6.15	18.71	14.38	22.8	0.31	6.15	14.52	19.966667	28.35	7.6875	17.975	7.6875	23.3875	5.7	15.5	14.52	9	28	Good
2019-06-17	Chennai	56.12	137.08	9.34	24.69	23.37	10.06	1	9.62	25.3	93.533333	124.72	12.025	29.2125	11.675	30.8625	2.515	50	25.3	9	125	Moderate
2015-10-19	Delhi	170.28	312.88	56.52	61.67	97.82	33.27	2.08	16.24	92.96	338.676923	262.88	20.3	117.82	70.65	77.0875	8.3175	101	92.96	9	339	Very Poor
2020-04-18	Patna	40.92	117.17	64.46	14.91	47.22	13.8	1.37	9.9	31.06	68.2	111.446667	12.375	59.025	80.575	18.6375	3.45	68.5	31.06	9	111	Moderate
2019-03-25	Delhi	65	150.34	11.9	34.84	30.48	30.32	0.93	20.19	36.06	116.666667	133.56	25.2375	38.1	14.875	43.55	7.58	46.5	36.06	9	134	Moderate
2015-12-05	Patna	242.71	433.03	92.03	35.95	127.91	10.39	2.62	5.55	9.59	394.392308	403.7875	6.9375	147.91	112.03	44.9375	2.5975	107.75	9.59	9	404	Severe
2019-03-22	Lucknow	59.16	65.91	4.43	21.08	17.87	5.12	1.22	7.39	47.14	98.6	65.91	9.2375	22.3375	5.5375	26.35	1.28	61	47.14	9	99	Satisfactory
2017-09-29	Mumbai	22.36	71.25	8.34	29.64	0	6.44	0	5.13	31.95	37.266667	71.25	6.4125	0	10.425	37.05	1.61	0	31.95	7	71	Satisfactory
2015-09-16	Lucknow	64.24	190.99	6.28	13.09	4.22	20.69	1.38	8.12	34.96	114.133333	160.66	10.15	5.275	7.85	16.3625	5.1725	69	34.96	9	161	Moderate
2018-09-04	Chennai	54.8	105.56	9.69	16.89	26.57	17.71	0.85	12.8	50.33	91.333333	103.706667	16	33.2125	12.1125	21.1125	4.4275	42.5	50.33	9	104	Moderate
2015-10-28	Hyderabad	81.18	97.96	2.98	0.67	2.5	11.17	1.28	5.4	44.62	170.6	97.96	6.75	3.125	3.725	0.8375	2.7925	64	44.62	9	171	Moderate
2016-06-20	Chennai	38.93	72.63	3.54	8.44	8.32	47.63	2.08	3.32	47.71	64.883333	72.63	4.15	10.4	4.425	10.55	11.9075	101	47.71	9	101	Moderate
2015-01-16	Delhi	174.98	309.99	42.33	49.41	70.6	136.4	11.46	4.69	34.7	342.292308	259.99	5.8625	88.25	52.9125	61.7625	34.1	220.857143	34.7	9	342	Very Poor
2015-07-05	Chennai	70.61	435.2	4.7	20.14	17.67	54.4	2.19	13.9	30.78	135.366667	406.5	17.375	22.0875	5.875	25.175	13.6	102.375	30.78	9	406	Severe
2018-11-07	Chennai	59.06	164.86	14.79	18.17	30.88	112.75	0.99	14.09	24.89	98.433333	143.24	17.6125	38.6	18.4875	22.7125	28.1875	49.5	24.89	9	143	Moderate
2019-08-24	Lucknow	28.96	23.46	7.27	17.83	14.94	5.31	0.97	6.26	36.69	48.266667	23.46	7.825	18.675	9.0875	22.2875	1.3275	48.5	36.69	9	48	Good
2017-07-14	Mumbai	22.68	35.06	8.34	14.58	13.05	26.36	0	5.41	27.6	37.8	35.06	6.7625	16.3125	10.425	18.225	6.59	0	27.6	8	38	Good
2019-07-02	Patna	26.54	29.98	13.98	37.12	18.09	16.97	1.31	38.73	33.92	44.233333	29.98	48.4125	22.6125	17.475	46.4	4.2425	65.5	33.92	9	66	Satisfactory
2018-09-24	Lucknow	57.32	56.12	9.22	27.21	24.75	32.14	1.1	4.44	19.56	95.533333	56.12	5.55	30.9375	11.525	34.0125	8.035	55	19.56	9	96	Satisfactory
2015-06-06	Hyderabad	83.88	119.29	10.29	15.72	25.63	30.36	0.85	8.31	41.62	179.6	112.86	10.3875	32.0375	12.8625	19.65	7.59	42.5	41.62	9	180	Moderate
2019-11-09	Delhi	140.8	230.5	35.56	44.01	56.07	35.4	1.34	11.58	30.42	316	187	14.475	70.0875	44.45	55.0125	8.85	67	30.42	9	316	Very Poor
2015-05-28	Mumbai	40.78	436.17	2.43	20.24	23.57	53.36	0	7.26	52.84	67.966667	407.7125	9.075	29.4625	3.0375	25.3	13.34	0	52.84	8	408	Severe
2018-01-30	Patna	264.93	115.21	60.26	85.07	67.17	122.94	2.82	35.29	35.32	411.484615	110.14	44.1125	83.9625	75.325	105.07	30.735	110.25	35.32	9	411	Severe
2018-02-11	Mumbai	28.29	300.96	11.77	56.72	41.31	51.52	1.33	3.42	43.54	47.15	250.96	4.275	51.6375	14.7125	70.9	12.88	66.5	43.54	9	251	Poor
2017-08-29	Lucknow	22.21	100.74	5.27	15.26	4.74	27.77	1.13	4.85	18.2	37.016667	100.493333	6.0625	5.925	6.5875	19.075	6.9425	56.5	18.2	9	100	Satisfactory
2015-03-16	Delhi	45.39	74.14	10.2	17.14	22.27	33.16	7.87	8.8	25.55	75.65	74.14	11	27.8375	12.75	21.425	8.29	173.375	25.55	9	173	Moderate
2018-03-19	Hyderabad	48.07	92.55	4.21	41.03	25.09	17.35	0.83	5.87	48.04	80.116667	92.55	7.3375	31.3625	5.2625	51.2875	4.3375	41.5	48.04	9	93	Satisfactory
2020-03-19	Delhi	90.62	195.15	37.81	45.67	59.24	36.15	1.14	17.66	43.16	202.066667	163.433333	22.075	74.05	47.2625	57.0875	9.0375	57	43.16	9	202	Poor
2018-05-12	Mumbai	31.18	91.26	15.99	20.17	36.18	27.99	1.23	25.71	33.41	51.966667	91.26	32.1375	45.225	19.9875	25.2125	6.9975	61.5	33.41	9	91	Satisfactory
2017-08-18	Patna	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
2015-01-18	Chennai	201.51	359.75	24.48	30.7	9.26	3.63	1.12	11.33	29.08	362.7	312.1875	14.1625	11.575	30.6	38.375	0.9075	56	29.08	9	363	Very Poor
2016-12-02	Lucknow	213.29	101.59	20.13	35.7	79.26	77.5	1.42	12.72	13.58	371.761538	101.06	15.9	99.075	25.1625	44.625	19.375	71	13.58	9	372	Very Poor
2018-10-20	Lucknow	112.69	128.56	23.35	47.79	40.75	49.31	1.28	5.45	31.21	275.633333	119.04	6.8125	50.9375	29.1875	59.7375	12.3275	64	31.21	9	276	Poor
2018-03-20	Chennai	65.17	70.07	15.15	17.18	18.53	28.44	0.94	11.81	21.59	117.233333	70.07	14.7625	23.1625	18.9375	21.475	7.11	47	21.59	9	117	Moderate
2016-03-20	Lucknow	86.68	167.64	4.62	30.2	4.52	10.32	1.41	6.46	55.92	188.933333	145.093333	8.075	5.65	5.775	37.75	2.58	70.5	55.92	9	189	Moderate
2019-08-05	Mumbai	11.9	41.42	18.87	9.02	26.81	12.44	0.42	10.04	12.85	19.833333	41.42	12.55	33.5125	23.5875	11.275	3.11	21	12.85	9	41	Good
2016-10-05	Bengaluru	69.14	94.23	10.26	20.54	4.73	56.1	1.45	8.5	35.81	130.466667	94.23	10.625	5.9125	12.825	25.675	14.025	72.5	35.81	9	130	Moderate
2016-01-24	Patna	302.58	92.58	54.77	41.38	96.15	56.64	2.12	2.3	14.04	440.446154	92.58	2.875	116.15	68.4625	51.725	14.16	101.5	14.04	9	440	Severe