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GVJahnavi
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CityDay

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Split (2)

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
2017-06-02	Hyderabad	13.75	45.45	8.57	22.7	7.61	9.17	0.07	3.03	57.96	22.916667	45.45	3.7875	9.5125	10.7125	28.375	2.2925	3.5	57.96	9	58	Satisfactory
2018-08-18	Bengaluru	20.09	65.73	15.73	15.9	24.67	17.14	0.73	6.76	14.37	33.483333	65.73	8.45	30.8375	19.6625	19.875	4.285	36.5	14.37	9	66	Satisfactory
2018-08-31	Hyderabad	22.43	75.11	6.2	27.25	18.9	10.92	0.3	7.13	15.88	37.383333	75.11	8.9125	23.625	7.75	34.0625	2.73	15	15.88	9	75	Satisfactory
2015-05-11	Hyderabad	67.08	336.82	14.36	21.67	34.34	15.84	0.89	9.43	28.16	123.6	286.82	11.7875	42.925	17.95	27.0875	3.96	44.5	28.16	9	287	Poor
2015-10-24	Hyderabad	133.6	104.98	2.98	0.85	2.7	11.17	1.05	6.64	44.17	310.461538	103.32	8.3	3.375	3.725	1.0625	2.7925	52.5	44.17	9	310	Very Poor
2017-12-03	Mumbai	279.39	69.73	7.22	38.05	28.17	13.39	0	19.92	63.84	422.607692	69.73	24.9	35.2125	9.025	47.5625	3.3475	0	63.84	8	423	Severe
2015-06-15	Chennai	59.87	206.42	5.29	14.98	17.13	52.87	2.73	8.94	37.5	99.783333	170.946667	11.175	21.4125	6.6125	18.725	13.2175	109.125	37.5	9	171	Moderate
2015-10-09	Delhi	130.22	284.27	56.83	65.15	105.26	27.47	2.5	15.27	63.16	307.861538	234.27	19.0875	125.26	71.0375	81.4375	6.8675	106.25	63.16	9	308	Very Poor
2016-09-14	Hyderabad	23.25	46.02	10.27	42.44	14.15	12.34	0.13	12.68	21.14	38.75	46.02	15.85	17.6875	12.8375	53.05	3.085	6.5	21.14	9	53	Satisfactory
2016-05-22	Lucknow	34.45	149.31	4.11	16.22	13.25	46.09	0.67	4.58	101.65	57.416667	132.873333	5.725	16.5625	5.1375	20.275	11.5225	33.5	102.426471	9	133	Moderate
2018-04-13	Mumbai	83.96	196.02	12.69	54.68	55.5	58.65	1.34	13.37	39.79	179.866667	164.013333	16.7125	69.375	15.8625	68.35	14.6625	67	39.79	9	180	Moderate
2018-12-27	Hyderabad	68.06	134.16	7.16	38.87	25.8	13.96	0.63	10.27	28.38	126.866667	122.773333	12.8375	32.25	8.95	48.5875	3.49	31.5	28.38	9	127	Moderate
2019-11-02	Delhi	320.26	467.74	34.23	54.1	61.32	49.38	1.93	12.88	35	454.046154	447.175	16.1	76.65	42.7875	67.625	12.345	96.5	35	9	454	Severe
2020-05-31	Lucknow	37.56	60.07	7.98	12.38	10.77	10.74	1.15	4.31	26.35	62.6	60.07	5.3875	13.4625	9.975	15.475	2.685	57.5	26.35	9	63	Satisfactory
2018-07-13	Mumbai	14.72	82.21	11.01	17.39	28.4	53.15	1.23	11.33	25.82	24.533333	82.21	14.1625	35.5	13.7625	21.7375	13.2875	61.5	25.82	9	82	Satisfactory
2019-02-16	Patna	83.53	103.18	9.05	17.02	9.9	35.16	0.71	44.13	33.41	178.433333	102.12	55.1625	12.375	11.3125	21.275	8.79	35.5	33.41	9	178	Moderate
2015-03-02	Chennai	53.71	60.15	8.66	10.95	12.26	14.83	10.6	5.29	93.22	89.516667	60.15	6.6125	15.325	10.825	13.6875	3.7075	208.571429	93.22	9	209	Poor
2016-06-10	Hyderabad	31.34	239.74	5.08	10.86	15.95	30.18	0.71	5.73	31.8	52.233333	193.16	7.1625	19.9375	6.35	13.575	7.545	35.5	31.8	9	193	Moderate
2018-09-08	Chennai	67.78	72.63	9.96	16.92	26.88	30.08	0.93	14.86	33.69	125.933333	72.63	18.575	33.6	12.45	21.15	7.52	46.5	33.69	9	126	Moderate
2016-06-08	Hyderabad	35.65	143.88	5.29	15.98	21.26	32.67	1.23	6.29	26.72	59.416667	129.253333	7.8625	26.575	6.6125	19.975	8.1675	61.5	26.72	9	129	Moderate
2017-07-24	Chennai	112.23	111.03	7.64	12.32	10.46	6.52	0.05	4.77	22.76	274.1	107.353333	5.9625	13.075	9.55	15.4	1.63	2.5	22.76	9	274	Poor
2018-08-21	Bengaluru	20.61	77.55	18.5	17.55	29.4	22.57	0.77	5.95	16.38	34.35	77.55	7.4375	36.75	23.125	21.9375	5.6425	38.5	16.38	9	78	Satisfactory
2016-06-15	Mumbai	32.64	330.36	8.76	15.81	16.88	104.67	0	4.07	13.11	54.4	280.36	5.0875	21.1	10.95	19.7625	26.1675	0	13.11	8	280	Poor
2018-08-17	Delhi	32.98	80.82	18.25	24.58	30.72	37.68	0.98	9.26	30.62	54.966667	80.82	11.575	38.4	22.8125	30.725	9.42	49	30.62	9	81	Satisfactory
2019-12-21	Mumbai	94.04	174.95	43.51	45.96	88.32	18.72	1.25	10.79	27.67	213.466667	149.966667	13.4875	108.32	54.3875	57.45	4.68	62.5	27.67	9	213	Poor
2017-08-22	Hyderabad	12.56	37.28	10.15	15.13	8.15	4.52	0.19	6.04	31.68	20.933333	37.28	7.55	10.1875	12.6875	18.9125	1.13	9.5	31.68	9	37	Good
2017-12-04	Delhi	261.82	390.1	74.66	65.49	101.07	90.28	2.49	20.17	32.64	409.092308	350.125	25.2125	121.07	93.325	81.8625	22.57	106.125	32.64	9	409	Severe
2017-07-20	Patna	6.54	87.62	16.76	61.54	11.02	26.84	0	4.75	9.69	10.9	87.62	5.9375	13.775	20.95	76.925	6.71	0	9.69	8	88	Satisfactory
2016-10-02	Bengaluru	296.42	102.73	14.91	30.02	0	19.43	0.61	4.77	75.58	435.707692	101.82	5.9625	0	18.6375	37.525	4.8575	30.5	75.58	8	436	Severe
2016-05-23	Chennai	51.11	163.9	5.81	20.41	16.94	165.16	0.98	5.18	41.93	85.183333	142.6	6.475	21.175	7.2625	25.5125	41.29	49	41.93	9	143	Moderate
2019-07-08	Patna	31.08	55.7	22.68	67.18	31.15	8.74	1.35	42.36	50.54	51.8	55.7	52.95	38.9375	28.35	83.975	2.185	67.5	50.54	9	84	Satisfactory
2018-10-25	Bengaluru	46.34	121.55	17.54	36.95	45.09	16.93	1.02	6.52	25.3	77.233333	114.366667	8.15	56.3625	21.925	46.1875	4.2325	51	25.3	9	114	Moderate
2016-08-31	Hyderabad	37.1	51.69	16.99	41.82	0	28.42	0	4.53	23.46	61.833333	51.69	5.6625	0	21.2375	52.275	7.105	0	23.46	7	62	Satisfactory
2017-06-15	Delhi	80.14	205.5	41.28	139.09	5.03	54.71	0	4.74	20.85	167.133333	170.333333	5.925	6.2875	51.6	159.09	13.6775	0	20.85	8	170	Moderate
2018-02-24	Delhi	164.2	349.29	47.09	62.66	80.95	62.61	1.52	15.09	55.26	334	299.29	18.8625	100.95	58.8625	78.325	15.6525	76	55.26	9	334	Very Poor
2019-06-29	Mumbai	10.31	34.34	19.59	15.26	34.84	7.86	0.49	9.21	19.59	17.183333	34.34	11.5125	43.55	24.4875	19.075	1.965	24.5	19.59	9	44	Good
2017-01-31	Mumbai	37.81	115.66	55.95	48.37	7.61	54.92	0	7.85	48.99	63.016667	110.44	9.8125	9.5125	69.9375	60.4625	13.73	0	48.99	8	110	Moderate
2017-09-09	Delhi	54.83	111.65	20.65	17.54	11.27	31.1	0.45	8.1	25.77	91.383333	107.766667	10.125	14.0875	25.8125	21.925	7.775	22.5	25.77	9	108	Moderate
2019-07-06	Mumbai	10.48	46.43	20.99	11.91	30.74	7.73	0.42	11.13	14.05	17.466667	46.43	13.9125	38.425	26.2375	14.8875	1.9325	21	14.05	9	46	Good
2019-02-28	Lucknow	41.13	180.46	4.38	25.1	14.77	11.74	1.56	5.77	32.48	68.55	153.64	7.2125	18.4625	5.475	31.375	2.935	78	32.48	9	154	Moderate
2018-01-13	Lucknow	284.77	355.43	33.23	52.45	59.1	51.37	1.49	10.86	22.37	426.746154	306.7875	13.575	73.875	41.5375	65.5625	12.8425	74.5	22.37	9	427	Severe
2018-01-09	Chennai	55.3	160.44	8.66	14.02	11.96	145.13	0.39	20.33	50.51	92.166667	140.293333	25.4125	14.95	10.825	17.525	36.2825	19.5	50.51	9	140	Moderate
2020-01-11	Mumbai	76.71	162.07	31.83	43.56	72.78	22.54	1.08	10.12	38.7	155.7	141.38	12.65	90.975	39.7875	54.45	5.635	54	38.7	9	156	Moderate
2019-01-21	Patna	478.16	99.24	51.71	17.36	33.22	19.07	3.41	30.18	38.13	575.507692	99.24	37.725	41.525	64.6375	21.7	4.7675	117.625	38.13	9	576	Severe
2016-04-06	Lucknow	99.19	202.91	12.07	46.52	4.53	116.99	1.49	7.84	59.81	230.633333	168.606667	9.8	5.6625	15.0875	58.15	29.2475	74.5	59.81	9	231	Poor
2017-07-28	Chennai	49.33	41.75	6.3	11.1	8.74	26.46	0.05	4.75	36.31	82.216667	41.75	5.9375	10.925	7.875	13.875	6.615	2.5	36.31	9	82	Satisfactory
2019-09-23	Bengaluru	24.78	50.88	17.22	38.91	48.69	16.87	1.2	5.99	34.28	41.3	50.88	7.4875	60.8625	21.525	48.6375	4.2175	60	34.28	9	61	Satisfactory
2020-01-15	Lucknow	179.18	86.93	50.39	97.65	82	40.33	2.24	9.84	17.6	345.523077	86.93	12.3	102	62.9875	117.65	10.0825	103	17.6	9	346	Very Poor
2017-01-02	Bengaluru	19.61	105.34	8.81	40.94	0	17.62	0.68	4.93	29.95	32.683333	103.56	6.1625	0	11.0125	51.175	4.405	34	29.95	8	104	Moderate
2015-07-19	Delhi	67.39	144.11	23.65	52.87	155.27	42.68	1.28	10.4	59.05	124.633333	129.406667	13	175.27	29.5625	66.0875	10.67	64	59.05	9	175	Moderate
2020-03-11	Bengaluru	39.57	80.31	4.86	25.62	27.1	11.31	0.96	8.25	50.73	65.95	80.31	10.3125	33.875	6.075	32.025	2.8275	48	50.73	9	80	Satisfactory
2017-06-11	Bengaluru	16.51	77.75	7.41	30.97	0	23.52	0.54	4.72	19.08	27.516667	77.75	5.9	0	9.2625	38.7125	5.88	27	19.08	8	78	Satisfactory
2016-06-04	Bengaluru	29.21	28.67	2.41	10.81	6.86	47.59	0.41	2.15	35.81	48.683333	28.67	2.6875	8.575	3.0125	13.5125	11.8975	20.5	35.81	9	49	Good
2015-09-28	Delhi	69.57	190.18	24.23	43.41	63.74	26.35	1.25	10.38	53.82	131.9	160.12	12.975	79.675	30.2875	54.2625	6.5875	62.5	53.82	9	160	Moderate
2016-09-07	Hyderabad	37.15	99.05	17.64	84.52	27.1	32.48	0.39	8.3	13.15	61.916667	99.05	10.375	33.875	22.05	104.52	8.12	19.5	13.15	9	105	Moderate
2015-07-31	Bengaluru	19.16	null	5.08	10.27	7.61	11.91	1.09	3.35	3.53	31.933333	0	4.1875	9.5125	6.35	12.8375	2.9775	54.5	3.53	8	54	Satisfactory
2019-10-11	Bengaluru	45.16	79.81	12.32	37.89	39.71	18.91	0.83	3.94	34.94	75.266667	79.81	4.925	49.6375	15.4	47.3625	4.7275	41.5	34.94	9	80	Satisfactory
2017-08-23	Mumbai	15.41	75.76	22.04	46.85	7.95	22.33	0	4.21	14.83	25.683333	75.76	5.2625	9.9375	27.55	58.5625	5.5825	0	14.83	8	76	Satisfactory
2016-03-26	Delhi	72.44	122.24	12.75	42.51	48.36	37.72	1.1	23.86	66.2	141.466667	114.826667	29.825	60.45	15.9375	53.1375	9.43	55	66.2	9	141	Moderate
2016-01-20	Hyderabad	75.11	102.17	6.03	12.5	17.01	10.51	1.02	8.71	19.6	150.366667	101.446667	10.8875	21.2625	7.5375	15.625	2.6275	51	19.6	9	150	Moderate
2019-07-29	Bengaluru	18.61	56.25	5.18	19.89	21.39	11.72	0.68	3.82	25.3	31.016667	56.25	4.775	26.7375	6.475	24.8625	2.93	34	25.3	9	56	Satisfactory
2016-03-05	Mumbai	182.82	129.37	8.86	31.96	16.51	31.6	0	4.61	62.8	348.323077	119.58	5.7625	20.6375	11.075	39.95	7.9	0	62.8	8	348	Very Poor
2018-12-10	Patna	303.44	137.41	33.38	9.16	22.37	10.81	3.5	40.06	42.51	441.107692	124.94	50.075	27.9625	41.725	11.45	2.7025	118.75	42.51	9	441	Severe
2018-11-27	Chennai	65.56	378.23	11.48	22.07	32.76	39.32	1.24	7.59	43.13	118.533333	335.2875	9.4875	40.95	14.35	27.5875	9.83	62	43.13	9	335	Very Poor
2018-04-26	Delhi	142.82	397.1	44.46	78.5	78.44	41.32	2.09	17.89	65.07	317.553846	358.875	22.3625	98.05	55.575	98.125	10.33	101.125	65.07	9	359	Very Poor
2019-03-16	Bengaluru	44.32	118.8	12.34	38.3	37.28	16.05	0.94	5.15	47.32	73.866667	112.533333	6.4375	46.6	15.425	47.875	4.0125	47	47.32	9	113	Moderate
2015-03-15	Chennai	38.89	46.68	30.73	35.78	13.25	11.15	1.07	5.58	47.28	64.816667	46.68	6.975	16.5625	38.4125	44.725	2.7875	53.5	47.28	9	65	Satisfactory
2016-05-27	Bengaluru	180.71	39.88	1.78	7.12	4.86	21.52	0.43	5.81	23.53	346.7	39.88	7.2625	6.075	2.225	8.9	5.38	21.5	23.53	9	347	Very Poor
2020-05-27	Lucknow	107.05	234.46	6.48	14.3	13.41	13.64	1.18	6.03	37.29	256.833333	189.64	7.5375	16.7625	8.1	17.875	3.41	59	37.29	9	257	Poor
2020-05-17	Hyderabad	32.47	72.72	6.68	28.5	19.68	12.15	0.49	5.87	31.95	54.116667	72.72	7.3375	24.6	8.35	35.625	3.0375	24.5	31.95	9	73	Satisfactory
2017-03-15	Lucknow	75.27	57.52	10.59	33.1	30.58	13.73	1.39	5.11	71.76	150.9	57.52	6.3875	38.225	13.2375	41.375	3.4325	69.5	71.76	9	151	Moderate
2020-04-22	Hyderabad	25.12	46.3	7.57	26.18	18.57	17.45	0.39	4.56	23.58	41.866667	46.3	5.7	23.2125	9.4625	32.725	4.3625	19.5	23.58	9	46	Good
2016-11-20	Delhi	323.74	350.18	120.28	117.17	39.98	80.15	1.52	27.23	53.69	456.723077	300.225	34.0375	49.975	140.28	137.17	20.0375	76	53.69	9	457	Severe
2017-05-05	Bengaluru	28.27	85.96	8.55	42.47	0	31	0.62	5.76	6.19	47.116667	85.96	7.2	0	10.6875	53.0875	7.75	31	6.19	8	86	Satisfactory
2020-02-29	Chennai	36.15	84.54	9.01	14.62	23.07	44.53	0.69	19.12	38.15	60.25	84.54	23.9	28.8375	11.2625	18.275	11.1325	34.5	38.15	9	85	Satisfactory
2019-10-01	Patna	31	87.5	33.68	46.08	35.97	12.79	1.24	54.38	38.57	51.666667	87.5	67.975	44.9625	42.1	57.6	3.1975	62	38.57	9	88	Satisfactory
2017-02-21	Bengaluru	52.93	122.79	17.53	75.14	0	21.94	0.86	9.32	39.26	88.216667	115.193333	11.65	0	21.9125	93.925	5.485	43	39.26	8	115	Moderate
2018-07-02	Chennai	87.21	48.89	7.32	19.61	14.25	28.95	0.87	6.51	36.67	190.7	48.89	8.1375	17.8125	9.15	24.5125	7.2375	43.5	36.67	9	191	Moderate
2019-07-31	Mumbai	9.25	33.22	18.95	11.75	30.2	18.33	0.46	7.75	14.5	15.416667	33.22	9.6875	37.75	23.6875	14.6875	4.5825	23	14.5	9	38	Good
2016-09-10	Delhi	45.7	190.45	29.83	38.14	63.72	21.07	0.75	10.81	55.82	76.166667	160.3	13.5125	79.65	37.2875	47.675	5.2675	37.5	55.82	9	160	Moderate
2020-06-22	Chennai	23.55	35.3	9.42	8.94	18.09	35.35	1.12	6.66	71.42	39.25	35.3	8.325	22.6125	11.775	11.175	8.8375	56	71.42	9	71	Satisfactory
2015-06-23	Chennai	68.28	152.18	7.62	16.15	14.61	52.18	2.3	10.42	33.71	127.6	134.786667	13.025	18.2625	9.525	20.1875	13.045	103.75	33.71	9	135	Moderate
2019-02-09	Hyderabad	55.67	157.47	7.5	43.21	28.81	15.07	0.59	13.22	35.28	92.783333	138.313333	16.525	36.0125	9.375	54.0125	3.7675	29.5	35.28	9	138	Moderate
2015-12-16	Hyderabad	33.68	85.59	6.62	12.81	18.01	10.54	0.85	7.29	30.43	56.133333	85.59	9.1125	22.5125	8.275	16.0125	2.635	42.5	30.43	9	86	Satisfactory
2018-11-04	Hyderabad	24.88	48.95	4.85	30.95	20.14	9.51	0.51	3.89	25.91	41.466667	48.95	4.8625	25.175	6.0625	38.6875	2.3775	25.5	25.91	9	49	Good
2016-07-28	Lucknow	17.17	68.69	24.18	25.08	5.69	40.28	8.83	4.94	33.9	28.616667	68.69	6.175	7.1125	30.225	31.35	10.07	185.375	33.9	9	185	Moderate
2018-01-19	Lucknow	290.41	398.16	93.85	54.83	104.19	46.14	1.89	9.96	22.2	431.084615	360.2	12.45	124.19	113.85	68.5375	11.535	94.5	22.2	9	431	Severe
2019-03-31	Hyderabad	48.49	137.92	2.93	34.71	20.48	19.61	0.71	5.63	38.94	80.816667	125.28	7.0375	25.6	3.6625	43.3875	4.9025	35.5	38.94	9	125	Moderate
2017-03-29	Chennai	35.04	89.06	4.82	9.35	7.99	28.76	0	3.47	15.58	58.4	89.06	4.3375	9.9875	6.025	11.6875	7.19	0	15.58	8	89	Satisfactory
2018-04-03	Hyderabad	51.35	97.31	4.2	40.96	24.93	16.65	0.78	5.64	41	85.583333	97.31	7.05	31.1625	5.25	51.2	4.1625	39	41	9	97	Satisfactory
2017-10-14	Bengaluru	32.61	44.65	10.09	28.07	15.1	26.16	0.48	4.64	9.9	54.35	44.65	5.8	18.875	12.6125	35.0875	6.54	24	9.9	9	54	Satisfactory
2017-04-14	Lucknow	80.27	155.57	8.98	29.7	10.17	24.12	1.44	7.97	118.79	167.566667	137.046667	9.9625	12.7125	11.225	37.125	6.03	72	127.632353	9	168	Moderate
2018-02-02	Chennai	78.68	120.39	14.88	19.5	18.15	97.64	0.95	8.5	45.96	162.266667	113.593333	10.625	22.6875	18.6	24.375	24.41	47.5	45.96	9	162	Moderate
2018-08-04	Lucknow	72.38	76.16	19.48	28.79	28.82	16.67	0.78	5.05	11.71	141.266667	76.16	6.3125	36.025	24.35	35.9875	4.1675	39	11.71	9	141	Moderate
2015-12-10	Delhi	211.95	386.66	51.4	78.05	114.36	50.46	2.46	22.11	123.11	370.730769	345.825	27.6375	134.36	64.25	97.5625	12.615	105.75	133.985294	9	371	Very Poor
2020-01-23	Lucknow	91.35	76.02	12.53	45.54	34.1	5.77	1.07	10.29	28.89	204.5	76.02	12.8625	42.625	15.6625	56.925	1.4425	53.5	28.89	9	204	Poor
2016-07-07	Bengaluru	15.02	33.56	3.18	13.05	11.82	35.53	1.28	2.96	42.67	25.033333	33.56	3.7	14.775	3.975	16.3125	8.8825	64	42.67	9	64	Satisfactory
2017-01-11	Chennai	55.2	314.69	5.8	13.75	11.53	19.45	0.03	7.82	41.83	92	264.69	9.775	14.4125	7.25	17.1875	4.8625	1.5	41.83	9	265	Poor
2017-06-01	Patna	95.23	35.01	10.72	97.33	6.24	9.9	0.09	6.28	33.71	217.433333	35.01	7.85	7.8	13.4	117.33	2.475	4.5	33.71	9	217	Poor
2016-07-04	Bengaluru	19.4	112.27	12.8	23.11	19	32.37	4.04	1.86	33.37	32.333333	108.18	2.325	23.75	16	28.8875	8.0925	125.5	33.37	9	126	Moderate