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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
2015-03-18	Delhi	50.59	95.56	9.32	16.6	21.74	39.16	7.83	3.6	27.5	84.316667	95.56	4.5	27.175	11.65	20.75	9.79	172.875	27.5	9	173	Moderate
2017-11-29	Lucknow	236.79	122.5	101.11	92.62	130.14	96.77	2.29	10.96	34.01	389.838462	115	13.7	150.14	121.11	112.62	24.1925	103.625	34.01	9	390	Very Poor
2015-05-19	Hyderabad	60.79	240.31	18.64	18.36	40.48	17.26	1.33	10.98	39.48	102.633333	193.54	13.725	50.6	23.3	22.95	4.315	66.5	39.48	9	194	Moderate
2015-07-07	Delhi	52.2	78.64	12.97	51.7	109.52	42.09	1.34	7.82	53.72	87	78.64	9.775	129.52	16.2125	64.625	10.5225	67	53.72	9	130	Moderate
2016-03-11	Bengaluru	60.7	173.24	13.82	36.11	33.16	33.7	1.03	3.61	40	102.333333	148.826667	4.5125	41.45	17.275	45.1375	8.425	51.5	40	9	149	Moderate
2019-01-20	Bengaluru	42.33	82.67	5.69	32.59	27.7	14.47	0.79	5.2	63.97	70.55	82.67	6.5	34.625	7.1125	40.7375	3.6175	39.5	63.97	9	83	Satisfactory
2015-06-08	Bengaluru	13.29	null	4.82	22.65	13.65	23.12	3.93	17.45	17.13	22.15	0	21.8125	17.0625	6.025	28.3125	5.78	124.125	17.13	8	124	Moderate
2019-04-23	Bengaluru	37.08	77.31	7.76	32.12	28.78	16.05	1.31	4.42	57.49	61.8	77.31	5.525	35.975	9.7	40.15	4.0125	65.5	57.49	9	77	Satisfactory
2018-03-28	Bengaluru	53.11	280.25	8.95	71.04	33.78	30.14	1.01	16.27	33.71	88.516667	230.25	20.3375	42.225	11.1875	88.8	7.535	50.5	33.71	9	230	Poor
2015-04-17	Hyderabad	39.04	180.67	11.03	15.82	26.86	30.04	0.84	9.56	39.94	65.066667	153.78	11.95	33.575	13.7875	19.775	7.51	42	39.94	9	154	Moderate
2019-04-22	Patna	52.32	61.15	15.83	95	34.22	17.93	1.35	44.15	99.2	87.2	61.15	55.1875	42.775	19.7875	115	4.4825	67.5	99.2	9	115	Moderate
2020-01-20	Lucknow	110.74	181.54	11.66	56.48	39	20.06	1.42	8.96	20.22	269.133333	154.36	11.2	48.75	14.575	70.6	5.015	71	20.22	9	269	Poor
2018-05-29	Bengaluru	16.92	27.94	6.37	15.29	17.52	12.87	1.18	3.57	27.82	28.2	27.94	4.4625	21.9	7.9625	19.1125	3.2175	59	27.82	9	59	Satisfactory
2015-08-27	Bengaluru	14.67	null	6.76	20.81	14.62	35.39	2.4	1.13	4.84	24.45	0	1.4125	18.275	8.45	26.0125	8.8475	105	4.84	8	105	Moderate
2017-03-31	Mumbai	35.34	94.22	13.31	40.63	10.05	16.73	0	20.48	53.42	58.9	94.22	25.6	12.5625	16.6375	50.7875	4.1825	0	53.42	8	94	Satisfactory
2015-10-09	Hyderabad	137.28	93.47	7.99	7.93	15.71	7.42	1.03	8.39	36.15	313.292308	93.47	10.4875	19.6375	9.9875	9.9125	1.855	51.5	36.15	9	313	Very Poor
2019-03-11	Patna	96.84	95.23	11.42	29.18	21.25	10.33	1.43	34.38	75.13	222.8	95.23	42.975	26.5625	14.275	36.475	2.5825	71.5	75.13	9	223	Poor
2019-08-11	Bengaluru	12.95	38.27	8.35	19.08	21.33	11.74	0.61	3.57	17.76	21.583333	38.27	4.4625	26.6625	10.4375	23.85	2.935	30.5	17.76	9	38	Good
2018-12-12	Chennai	86.54	327.23	14.93	23.86	37.55	37.36	1.04	12.46	30.5	188.466667	277.23	15.575	46.9375	18.6625	29.825	9.34	52	30.5	9	277	Poor
2015-03-13	Mumbai	108.66	173.89	11.18	23.86	143.29	13.77	0	10.65	37.32	262.2	149.26	13.3125	163.29	13.975	29.825	3.4425	0	37.32	8	262	Poor
2017-09-17	Mumbai	15.67	85.65	6.33	37.33	13.49	3.75	0	5.52	5.9	26.116667	85.65	6.9	16.8625	7.9125	46.6625	0.9375	0	5.9	8	86	Satisfactory
2015-04-05	Delhi	78.61	145.1	13	27.75	39.45	32.3	7.97	16.72	40.79	162.033333	130.066667	20.9	49.3125	16.25	34.6875	8.075	174.625	40.79	9	175	Moderate
2016-02-03	Hyderabad	57.81	100.26	5.35	3.04	5.47	10.51	1.73	12.69	0.1	96.35	100.173333	15.8625	6.8375	6.6875	3.8	2.6275	86.5	0.1	9	100	Satisfactory
2016-08-06	Patna	78.82	76.69	9.19	10.46	19.78	75.89	0.83	0.86	5	162.733333	76.69	1.075	24.725	11.4875	13.075	18.9725	41.5	5	9	163	Moderate
2015-03-30	Bengaluru	30.78	null	2.68	16.23	14.63	26.96	1.46	2.63	49.52	51.3	0	3.2875	18.2875	3.35	20.2875	6.74	73	49.52	8	73	Satisfactory
2019-03-17	Delhi	93.61	184.01	26.28	46.88	50.26	30.56	1.07	19.96	42	212.033333	156.006667	24.95	62.825	32.85	58.6	7.64	53.5	42	9	212	Poor
2017-04-01	Bengaluru	51.65	108.37	5.59	37.78	0	24.02	0.51	2.79	61.72	86.083333	105.58	3.4875	0	6.9875	47.225	6.005	25.5	61.72	8	106	Moderate
2016-04-25	Lucknow	78.87	89.62	4.79	50.39	4.22	36.74	1.53	4.55	77.58	162.9	89.62	5.6875	5.275	5.9875	62.9875	9.185	76.5	77.58	9	163	Moderate
2018-11-16	Bengaluru	25.1	59.99	11.77	28.79	31.59	18.74	1.05	5.06	19.48	41.833333	59.99	6.325	39.4875	14.7125	35.9875	4.685	52.5	19.48	9	60	Satisfactory
2018-03-10	Mumbai	59.82	171.69	4.32	16.87	21.7	24.08	1.74	7.24	110.22	99.7	147.793333	9.05	27.125	5.4	21.0875	6.02	87	115.029412	9	148	Moderate
2015-06-13	Hyderabad	29.33	158.24	14.83	12.49	27.11	41.36	0.94	8.22	16.93	48.883333	138.826667	10.275	33.8875	18.5375	15.6125	10.34	47	16.93	9	139	Moderate
2016-02-27	Mumbai	36.28	98.29	12.77	21.68	17.54	10.31	0	24.43	117.3	60.466667	98.29	30.5375	21.925	15.9625	27.1	2.5775	0	125.441176	8	125	Moderate
2016-01-06	Chennai	67.49	105.67	7.21	19.92	21.91	181.86	0.72	3.1	24.3	124.966667	103.78	3.875	27.3875	9.0125	24.9	45.465	36	24.3	9	125	Moderate
2017-09-09	Mumbai	22.63	83.19	14.04	8.49	0	5.53	0	8.1	19.36	37.716667	83.19	10.125	0	17.55	10.6125	1.3825	0	19.36	7	83	Satisfactory
2017-05-06	Lucknow	208.65	92.31	15.65	79.26	7.62	31.4	1.57	10.12	91.64	368.192308	92.31	12.65	9.525	19.5625	99.075	7.85	78.5	91.64	9	368	Very Poor
2017-08-11	Mumbai	39.71	44.97	24.86	32.5	9.04	24.42	0	6.22	27.68	66.183333	44.97	7.775	11.3	31.075	40.625	6.105	0	27.68	8	66	Satisfactory
2018-07-13	Chennai	45.82	47.82	11.07	23.06	18.65	53.15	0.77	5.81	13.4	76.366667	47.82	7.2625	23.3125	13.8375	28.825	13.2875	38.5	13.4	9	76	Satisfactory
2016-11-24	Mumbai	86.62	152.15	47.54	39.57	19.27	30.2	0	4.88	44.08	188.733333	134.766667	6.1	24.0875	59.425	49.4625	7.55	0	44.08	8	189	Moderate
2016-09-10	Bengaluru	43.95	68.24	4.78	19.99	1.38	104.81	0.57	3.55	28.99	73.25	68.24	4.4375	1.725	5.975	24.9875	26.2025	28.5	28.99	9	73	Satisfactory
2019-11-01	Bengaluru	27.42	77.15	12.02	25.98	31.75	14.01	0.9	6	41.88	45.7	77.15	7.5	39.6875	15.025	32.475	3.5025	45	41.88	9	77	Satisfactory
2020-03-18	Hyderabad	26.32	68.45	11.32	31.53	24.45	11.78	0.51	5.34	20.74	43.866667	68.45	6.675	30.5625	14.15	39.4125	2.945	25.5	20.74	9	68	Satisfactory
2016-04-06	Mumbai	70.13	202.91	8.66	13.99	21.64	116.99	0	2.86	23.46	133.766667	168.606667	3.575	27.05	10.825	17.4875	29.2475	0	23.46	8	169	Moderate
2019-01-12	Bengaluru	70.5	121.91	14.05	49.28	50.62	28.56	1.04	5.73	61.7	135	114.606667	7.1625	63.275	17.5625	61.6	7.14	52	61.7	9	135	Moderate
2017-04-27	Delhi	93.14	271.06	73.82	73.49	59.27	37.41	0.72	46.69	41.04	210.466667	221.06	58.3625	74.0875	92.275	91.8625	9.3525	36	41.04	9	221	Poor
2019-10-06	Lucknow	64.84	91.05	14.47	25.5	25.1	35.63	1.19	3.93	31.45	116.133333	91.05	4.9125	31.375	18.0875	31.875	8.9075	59.5	31.45	9	116	Moderate
2018-07-03	Patna	57.51	65.24	9.39	63.66	22.19	12.43	0.76	42.75	48.06	95.85	65.24	53.4375	27.7375	11.7375	79.575	3.1075	38	48.06	9	96	Satisfactory
2015-05-15	Lucknow	28.85	240.34	1.75	12.03	4.22	53.13	2.24	8.33	59.35	48.083333	193.56	10.4125	5.275	2.1875	15.0375	13.2825	103	59.35	9	194	Moderate
2017-07-22	Lucknow	47.17	53.26	14.87	24.2	0	23.32	1.52	2.72	10.49	78.616667	53.26	3.4	0	18.5875	30.25	5.83	76	10.49	8	79	Satisfactory
2020-06-16	Mumbai	9.59	22.68	16.53	13.97	30.5	10.33	0.44	11.24	13.5	15.983333	22.68	14.05	38.125	20.6625	17.4625	2.5825	22	13.5	9	38	Good
2018-06-13	Hyderabad	30.85	89.47	2.88	21.31	13.57	18.8	0.6	7.58	19.6	51.416667	89.47	9.475	16.9625	3.6	26.6375	4.7	30	19.6	9	89	Satisfactory
2018-08-28	Hyderabad	16.51	45.72	6.63	27.6	19.35	10.85	0.28	6.97	12.08	27.516667	45.72	8.7125	24.1875	8.2875	34.5	2.7125	14	12.08	9	46	Good
2018-05-29	Chennai	46.07	312.18	10.46	20.06	16.78	63.53	0.84	5.4	39.32	76.783333	262.18	6.75	20.975	13.075	25.075	15.8825	42	39.32	9	262	Poor
2020-02-27	Chennai	42.97	72.05	6.89	8.7	15.26	41.23	0.67	8.79	31.47	71.616667	72.05	10.9875	19.075	8.6125	10.875	10.3075	33.5	31.47	9	72	Satisfactory
2018-01-17	Patna	201.14	128.06	22.41	34.98	23.04	52.78	2.56	49.61	37.25	362.415385	118.706667	62.0125	28.8	28.0125	43.725	13.195	107	37.25	9	362	Very Poor
2015-01-04	Mumbai	151.84	241.84	2.24	17.19	25.97	0.87	0	169.56	21.41	324.492308	194.56	129.853333	32.4625	2.8	21.4875	0.2175	0	21.41	8	324	Very Poor
2018-07-01	Mumbai	13	48.23	28.19	21.22	49.41	33.38	1.49	19.4	22.08	21.666667	48.23	24.25	61.7625	35.2375	26.525	8.345	74.5	22.08	9	74	Satisfactory
2019-07-17	Mumbai	14.55	59.21	27.74	9.47	37.14	11.05	0.49	8.6	12.26	24.25	59.21	10.75	46.425	34.675	11.8375	2.7625	24.5	12.26	9	59	Satisfactory
2015-09-19	Patna	67.62	125.24	39.85	27.22	67	24.56	1.53	6.12	8.08	125.4	116.826667	7.65	83.75	49.8125	34.025	6.14	76.5	8.08	9	125	Moderate
2019-05-12	Delhi	178.22	503.28	12.49	40.68	33.4	29.53	1.22	19.36	57.85	344.784615	491.6	24.2	41.75	15.6125	50.85	7.3825	61	57.85	9	492	Severe
2018-06-06	Lucknow	59.98	159.45	2.42	20.37	21.02	33.97	0.66	8.73	13.16	99.966667	139.633333	10.9125	26.275	3.025	25.4625	8.4925	33	13.16	9	140	Moderate
2018-12-30	Bengaluru	64.29	100.07	8.74	28.97	27.6	16	0.85	5.34	64.73	114.3	100.046667	6.675	34.5	10.925	36.2125	4	42.5	64.73	9	114	Moderate
2018-10-05	Lucknow	97.28	270.61	15.53	40.02	33.49	37.65	1.04	5.1	20.68	224.266667	220.61	6.375	41.8625	19.4125	50.025	9.4125	52	20.68	9	224	Poor
2016-12-06	Bengaluru	36.97	155.51	14.79	44.45	0	27.6	1.7	3	15.37	61.616667	137.006667	3.75	0	18.4875	55.5625	6.9	85	15.37	8	137	Moderate
2015-08-14	Delhi	65.67	159.75	25.2	50.96	194.75	38.58	1.52	10.82	69.27	118.9	139.833333	13.525	214.75	31.5	63.7	9.645	76	69.27	9	215	Poor
2019-03-18	Bengaluru	43.24	99.47	5.41	31.64	24.96	16.24	0.8	5.61	67.48	72.066667	99.47	7.0125	31.2	6.7625	39.55	4.06	40	67.48	9	99	Satisfactory
2020-01-02	Patna	207.2	269.1	46.55	35.29	78.83	31.46	3.03	9.22	16.96	367.076923	219.1	11.525	98.5375	58.1875	44.1125	7.865	112.875	16.96	9	367	Very Poor
2015-03-28	Delhi	102.22	212.96	22.14	29.41	40.44	32.82	10.47	17.16	40.23	240.733333	175.306667	21.45	50.55	27.675	36.7625	8.205	206.714286	40.23	9	241	Poor
2018-09-14	Bengaluru	27.72	76.6	14.95	42.11	42.26	30.61	0.98	7.55	32.17	46.2	76.6	9.4375	52.825	18.6875	52.6375	7.6525	49	32.17	9	77	Satisfactory
2015-06-15	Patna	59.87	206.42	14.37	22.41	35.88	52.87	1.38	5.3	14.47	99.783333	170.946667	6.625	44.85	17.9625	28.0125	13.2175	69	14.47	9	171	Moderate
2015-06-06	Patna	83.88	119.29	21.02	18.56	38.88	30.36	1.44	11.02	11.24	179.6	112.86	13.775	48.6	26.275	23.2	7.59	72	11.24	9	180	Moderate
2017-07-07	Lucknow	29.46	126.74	8.7	13.61	12.27	30.98	1.32	2.87	13.87	49.1	117.826667	3.5875	15.3375	10.875	17.0125	7.745	66	13.87	9	118	Moderate
2016-10-14	Lucknow	113.77	303.27	25.62	67.74	21.83	31.36	2.02	8.49	33.33	279.233333	253.27	10.6125	27.2875	32.025	84.675	7.84	100.25	33.33	9	279	Poor
2016-02-19	Patna	94.58	307.38	16.67	23	39.67	10.57	1.11	7.06	20.75	215.266667	257.38	8.825	49.5875	20.8375	28.75	2.6425	55.5	20.75	9	257	Poor
2017-01-04	Mumbai	248.01	118.86	6.9	35.61	12.48	26.16	0	4.58	19.77	398.469231	112.573333	5.725	15.6	8.625	44.5125	6.54	0	19.77	8	398	Very Poor
2018-04-22	Chennai	31.22	75.88	10.76	20.92	15.3	28.55	0.8	3.78	32.97	52.033333	75.88	4.725	19.125	13.45	26.15	7.1375	40	32.97	9	76	Satisfactory
2015-12-04	Lucknow	245.14	352.14	5.03	36.25	4.29	43.76	2.88	4.61	50.81	396.261538	302.675	5.7625	5.3625	6.2875	45.3125	10.94	111	50.81	9	396	Very Poor
2019-09-05	Chennai	22.29	22.95	10.23	18.59	27.05	43.2	0.82	7.16	42.75	37.15	22.95	8.95	33.8125	12.7875	23.2375	10.8	41	42.75	9	43	Good
2018-06-09	Lucknow	62.85	136.75	2.66	16.06	22.05	34.9	0.56	10.68	10.32	109.5	124.5	13.35	27.5625	3.325	20.075	8.725	28	10.32	9	124	Moderate
2018-07-24	Bengaluru	17.85	50.14	7.46	16.37	15.74	25.82	0.92	7.08	13.77	29.75	50.14	8.85	19.675	9.325	20.4625	6.455	46	13.77	9	50	Good
2017-04-23	Lucknow	122.7	187.29	9.11	22.56	13.23	40.33	2.13	4.16	69.35	302.076923	158.193333	5.2	16.5375	11.3875	28.2	10.0825	101.625	69.35	9	302	Very Poor
2019-04-01	Bengaluru	53.46	110.5	11.03	35.35	32.36	16.31	1.01	4.73	49.03	89.1	107	5.9125	40.45	13.7875	44.1875	4.0775	50.5	49.03	9	107	Moderate
2015-03-06	Hyderabad	101.75	163.14	12.91	14.68	27.59	32.04	0.3	3.4	18.77	239.166667	142.093333	4.25	34.4875	16.1375	18.35	8.01	15	18.77	9	239	Poor
2018-10-14	Hyderabad	54.35	111.45	6.53	36.76	24.31	14.78	0.47	9.08	27.41	90.583333	107.633333	11.35	30.3875	8.1625	45.95	3.695	23.5	27.41	9	108	Moderate
2019-10-01	Bengaluru	34.28	68.99	11.17	25.88	29.12	14.14	1.01	4.56	38.57	57.133333	68.99	5.7	36.4	13.9625	32.35	3.535	50.5	38.57	9	69	Satisfactory
2015-08-31	Chennai	41	220.14	8.04	15.66	17.36	23.7	1.43	14.02	20.96	68.333333	180.093333	17.525	21.7	10.05	19.575	5.925	71.5	20.96	9	180	Moderate
2018-10-08	Hyderabad	64.44	144.33	6.46	40.33	25.58	15.8	0.56	9.45	28.65	114.8	129.553333	11.8125	31.975	8.075	50.4125	3.95	28	28.65	9	130	Moderate
2017-07-24	Mumbai	15.62	111.03	10.47	26.67	10.46	6.52	0	3.35	42.69	26.033333	107.353333	4.1875	13.075	13.0875	33.3375	1.63	0	42.69	8	107	Moderate
2016-09-13	Lucknow	28.89	184.5	8.92	13.71	6.24	43.25	2.18	2.97	30.61	48.15	156.333333	3.7125	7.8	11.15	17.1375	10.8125	102.25	30.61	9	156	Moderate
2015-07-27	Delhi	22.82	53.28	10.02	33.21	113.43	30.92	0.83	12.69	36.65	38.033333	53.28	15.8625	133.43	12.525	41.5125	7.73	41.5	36.65	9	133	Moderate
2019-04-20	Mumbai	22.27	75.24	49.89	34.26	84.15	29.35	1.92	20.16	23.3	37.116667	75.24	25.2	104.15	62.3625	42.825	7.3375	96	23.3	9	104	Moderate
2020-05-20	Hyderabad	36.62	134.25	5.97	31.45	20.28	30.92	0.44	10.5	29.47	61.033333	122.833333	13.125	25.35	7.4625	39.3125	7.73	22	29.47	9	123	Moderate
2019-01-03	Lucknow	218.08	519.34	18.21	58.14	44.7	34.08	0.99	9	24.84	375.446154	511.675	11.25	55.875	22.7625	72.675	8.52	49.5	24.84	9	512	Severe
2017-10-01	Hyderabad	31.08	50.52	1.24	11.81	2.95	10.65	0.26	5.12	29.4	51.8	50.52	6.4	3.6875	1.55	14.7625	2.6625	13	29.4	9	52	Satisfactory
2018-07-07	Lucknow	96.52	51.43	11.28	30.29	25.02	38.86	0.9	8.27	45.35	221.733333	51.43	10.3375	31.275	14.1	37.8625	9.715	45	45.35	9	222	Poor
2015-04-27	Hyderabad	40.78	174.5	4.46	28.32	32.78	13.92	0.89	15.72	39.31	67.966667	149.666667	19.65	40.975	5.575	35.4	3.48	44.5	39.31	9	150	Moderate
2016-09-11	Hyderabad	24.59	59.97	13.43	70.69	22.2	26.24	0.32	4.45	16.52	40.983333	59.97	5.5625	27.75	16.7875	88.3625	6.56	16	16.52	9	88	Satisfactory
2015-06-09	Lucknow	53.52	393.7	4.87	13.08	4.89	25.86	2.23	9.38	41.7	89.2	354.625	11.725	6.1125	6.0875	16.35	6.465	102.875	41.7	9	355	Very Poor
2018-01-07	Delhi	191.66	292.74	26.49	47.02	4.99	50.09	1.3	16.27	57.39	355.123077	242.74	20.3375	6.2375	33.1125	58.775	12.5225	65	57.39	9	355	Very Poor
2017-06-12	Lucknow	111.82	166.25	5.45	21.52	7.15	50.52	1.19	5.26	54.38	272.733333	144.166667	6.575	8.9375	6.8125	26.9	12.63	59.5	54.38	9	273	Poor
2019-04-21	Bengaluru	25.18	69.39	6.37	32.67	27.82	15.03	1.04	4.9	56.53	41.966667	69.39	6.125	34.775	7.9625	40.8375	3.7575	52	56.53	9	69	Satisfactory