Datasets:

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
2015-10-24	Bengaluru	45.13	null	1.73	26.15	22.27	34.86	1.06	2.4	41.37	75.216667	0	3	27.8375	2.1625	32.6875	8.715	53	41.37	8	75	Satisfactory
2017-11-27	Chennai	37.83	328.09	7.37	22.88	16.55	233.86	0.68	15.38	19.64	63.05	278.09	19.225	20.6875	9.2125	28.6	58.465	34	19.64	9	278	Poor
2020-03-03	Hyderabad	49.59	101.91	3.4	27.73	17.39	17.38	0.52	5.34	29.24	82.65	101.273333	6.675	21.7375	4.25	34.6625	4.345	26	29.24	9	101	Moderate
2020-04-11	Bengaluru	26.99	35.92	2.35	10.63	11.3	16.25	0.79	6.06	45.02	44.983333	35.92	7.575	14.125	2.9375	13.2875	4.0625	39.5	45.02	9	45	Good
2015-07-18	Mumbai	24.5	148.87	14.25	14.27	19.4	11.23	0	10.77	10.84	40.833333	132.58	13.4625	24.25	17.8125	17.8375	2.8075	0	10.84	8	133	Moderate
2017-08-07	Hyderabad	26.22	81.09	9.46	21.64	9.62	8.4	0.23	4.69	25.05	43.7	81.09	5.8625	12.025	11.825	27.05	2.1	11.5	25.05	9	81	Satisfactory
2016-05-04	Mumbai	57.96	297.94	4.08	15.74	35.01	49.53	0	6.68	34.5	96.6	247.94	8.35	43.7625	5.1	19.675	12.3825	0	34.5	8	248	Poor
2016-12-23	Delhi	364.15	616.99	149.58	122.88	67.02	90.37	1.92	22.09	45	487.807692	633.7375	27.6125	83.775	169.58	142.88	22.5925	96	45	9	634	Severe
2019-01-14	Lucknow	123.74	191.3	9.43	29.47	22.63	26.73	0.8	6.75	21.1	302.876923	160.866667	8.4375	28.2875	11.7875	36.8375	6.6825	40	21.1	9	303	Very Poor
2016-12-09	Hyderabad	63.73	106.83	9.61	60.81	12.1	17.46	0.29	30.48	62.7	112.433333	104.553333	38.1	15.125	12.0125	76.0125	4.365	14.5	62.7	9	112	Moderate
2019-02-14	Bengaluru	37.94	84.87	11.4	31.95	32.32	16.68	0.71	4.88	57.75	63.233333	84.87	6.1	40.4	14.25	39.9375	4.17	35.5	57.75	9	85	Satisfactory
2015-01-13	Lucknow	197.61	301.04	3.39	15.84	5.15	35.34	11.81	187.02	30.22	359.7	251.04	135.673333	6.4375	4.2375	19.8	8.835	225.857143	30.22	9	360	Very Poor
2019-02-22	Delhi	73.9	147.86	25.55	33.95	41.61	39.11	1.07	13.94	28.45	146.333333	131.906667	17.425	52.0125	31.9375	42.4375	9.7775	53.5	28.45	9	146	Moderate
2015-09-27	Lucknow	49.92	252.06	2.24	5.08	2.21	30.43	1.49	1.84	32.05	83.2	202.06	2.3	2.7625	2.8	6.35	7.6075	74.5	32.05	9	202	Poor
2019-01-24	Mumbai	53.38	150.95	23.5	70.2	93.7	15.78	1.78	18.37	37.42	88.966667	133.966667	22.9625	113.7	29.375	87.75	3.945	89	37.42	9	134	Moderate
2017-03-21	Hyderabad	61.33	191.22	13.78	50.59	14.69	33.24	0.17	29.93	41.21	104.433333	160.813333	37.4125	18.3625	17.225	63.2375	8.31	8.5	41.21	9	161	Moderate
2016-03-28	Bengaluru	57.92	157.8	6.37	35.15	22.21	50	0.86	6.06	48.81	96.533333	138.533333	7.575	27.7625	7.9625	43.9375	12.5	43	48.81	9	139	Moderate
2020-03-05	Chennai	26.69	29.86	10.95	14.04	22.63	40.5	0.74	6.12	20.27	44.483333	29.86	7.65	28.2875	13.6875	17.55	10.125	37	20.27	9	44	Good
2018-07-23	Chennai	50.08	56.91	9.39	19.84	15.87	64.01	0.74	6.89	18.07	83.466667	56.91	8.6125	19.8375	11.7375	24.8	16.0025	37	18.07	9	83	Satisfactory
2017-02-06	Chennai	72.94	414.89	7.25	17.57	14.49	21.39	0.02	4.3	36.86	143.133333	381.1125	5.375	18.1125	9.0625	21.9625	5.3475	1	36.86	9	381	Very Poor
2017-09-22	Patna	23	35.75	5.02	16.09	7.93	24.05	0.35	4.89	28.96	38.333333	35.75	6.1125	9.9125	6.275	20.1125	6.0125	17.5	28.96	9	38	Good
2019-12-21	Bengaluru	48.62	89.87	7.89	29.51	28.63	14.47	0.98	6.45	37.53	81.033333	89.87	8.0625	35.7875	9.8625	36.8875	3.6175	49	37.53	9	90	Satisfactory
2015-08-07	Chennai	56.12	154.92	7.86	14.52	18.89	40.63	1.27	11.79	14.3	93.533333	136.613333	14.7375	23.6125	9.825	18.15	10.1575	63.5	14.3	9	137	Moderate
2016-07-06	Chennai	29.09	42.66	6.61	13.53	15.39	80.3	1.06	3.8	16.99	48.483333	42.66	4.75	19.2375	8.2625	16.9125	20.075	53	16.99	9	53	Satisfactory
2015-07-10	Patna	21.6	95.1	22.02	7.55	30.91	53.64	3.91	17.68	9.96	36	95.1	22.1	38.6375	27.525	9.4375	13.41	123.875	9.96	9	124	Moderate
2020-06-17	Chennai	32.37	43.27	9.63	15.03	24.29	34.49	1.08	7.76	53.18	53.95	43.27	9.7	30.3625	12.0375	18.7875	8.6225	54	53.18	9	54	Satisfactory
2018-02-07	Bengaluru	30.93	95.75	5.67	30.04	18.77	89.31	0.94	3.22	25.11	51.55	95.75	4.025	23.4625	7.0875	37.55	22.3275	47	25.11	9	96	Satisfactory
2015-08-15	Hyderabad	29.96	91.81	9.26	11.94	20.94	34.65	0.81	7.2	13.63	49.933333	91.81	9	26.175	11.575	14.925	8.6625	40.5	13.63	9	92	Satisfactory
2020-04-07	Delhi	33.12	94.02	8.5	19.27	17.38	25.53	0.6	13.46	42.65	55.2	94.02	16.825	21.725	10.625	24.0875	6.3825	30	42.65	9	94	Satisfactory
2017-10-13	Mumbai	137.42	207.87	10.69	62.28	46.9	26.23	0	4.49	11.17	313.4	171.913333	5.6125	58.625	13.3625	77.85	6.5575	0	11.17	8	313	Very Poor
2015-10-22	Hyderabad	86.98	116	2.72	1.94	4.51	11.18	0.62	3.9	35.23	189.933333	110.666667	4.875	5.6375	3.4	2.425	2.795	31	35.23	9	190	Moderate
2019-09-06	Chennai	25.84	39.75	7.44	22.76	30.02	41.7	0.81	6.69	41.25	43.066667	39.75	8.3625	37.525	9.3	28.45	10.425	40.5	41.25	9	43	Good
2016-12-24	Lucknow	276.9	141.76	86.91	72.76	190.52	18.3	3.01	9.1	51.97	420.692308	127.84	11.375	210.52	106.91	90.95	4.575	112.625	51.97	9	421	Severe
2017-12-21	Chennai	52.1	148.17	10.07	21.58	17.48	166.91	0.34	10.75	25.9	86.833333	132.113333	13.4375	21.85	12.5875	26.975	41.7275	17	25.9	9	132	Moderate
2015-08-12	Bengaluru	16.64	null	3.45	7.44	5.58	22.52	29.16	7.22	6.76	27.733333	0	9.025	6.975	4.3125	9.3	5.63	371.529412	6.76	8	372	Very Poor
2016-04-21	Chennai	51.55	168.98	5.25	13.44	10.36	63.69	1.02	3.63	35.06	85.916667	145.986667	4.5375	12.95	6.5625	16.8	15.9225	51	35.06	9	146	Moderate
2016-04-05	Hyderabad	52.91	116.28	4.51	34.56	23.81	26.16	0.86	5.58	47.1	88.183333	110.853333	6.975	29.7625	5.6375	43.2	6.54	43	47.1	9	111	Moderate
2020-06-20	Hyderabad	22.5	63.77	5.78	19.96	14.55	20.92	0.26	7.71	13.86	37.5	63.77	9.6375	18.1875	7.225	24.95	5.23	13	13.86	9	64	Satisfactory
2017-01-19	Chennai	50.27	109.2	6.76	14.4	12.56	23.03	0.12	2.01	43.31	83.783333	106.133333	2.5125	15.7	8.45	18	5.7575	6	43.31	9	106	Moderate
2016-12-23	Chennai	266.72	95.54	25.66	122.88	52.16	26.75	0	10.68	3.6	412.861538	95.54	13.35	65.2	32.075	142.88	6.6875	0	3.6	8	413	Severe
2015-11-10	Lucknow	247.11	43.64	23.01	31.56	4.22	12.63	2.32	8.86	44.27	397.776923	43.64	11.075	5.275	28.7625	39.45	3.1575	104	44.27	9	398	Very Poor
2018-03-04	Patna	90.11	128.58	6.14	15.2	7.78	43.18	1.58	39.26	88.63	200.366667	119.053333	49.075	9.725	7.675	19	10.795	79	88.63	9	200	Moderate
2019-09-20	Delhi	40.33	106.47	13.55	31.73	30.32	24.91	0.95	10.81	29.76	67.216667	104.313333	13.5125	37.9	16.9375	39.6625	6.2275	47.5	29.76	9	104	Moderate
2017-12-05	Patna	335.71	63.98	32.13	23.83	25.66	71.16	4.02	26.59	54.36	465.930769	63.98	33.2375	32.075	40.1625	29.7875	17.79	125.25	54.36	9	466	Severe
2016-02-21	Bengaluru	57.32	107.54	10.18	34.98	25.44	29.87	1.45	2.88	49.63	95.533333	105.026667	3.6	31.8	12.725	43.725	7.4675	72.5	49.63	9	105	Moderate
2016-01-25	Lucknow	238.8	121.42	9.63	10.09	3.96	19.55	2.42	8.85	39.7	391.384615	114.28	11.0625	4.95	12.0375	12.6125	4.8875	105.25	39.7	9	391	Very Poor
2016-02-11	Hyderabad	66.95	109.31	5.29	10.13	14.05	10.45	0.92	6.21	51.08	123.166667	106.206667	7.7625	17.5625	6.6125	12.6625	2.6125	46	51.08	9	123	Moderate
2016-12-17	Mumbai	229.35	143.58	37.24	38.93	0	23.44	0	4.35	4.16	384.115385	129.053333	5.4375	0	46.55	48.6625	5.86	0	4.16	7	384	Very Poor
2016-09-29	Delhi	101.84	189.62	11.5	63	51.96	37.22	0.97	15.28	96.64	239.466667	159.746667	19.1	64.95	14.375	78.75	9.305	48.5	96.64	9	239	Poor
2016-07-23	Patna	43.43	56.61	6.75	11.39	18.15	102.51	0.54	2.02	9.68	72.383333	56.61	2.525	22.6875	8.4375	14.2375	25.6275	27	9.68	9	72	Satisfactory
2018-03-31	Delhi	101.59	292.49	25.6	44.76	57.92	42.4	1.17	16.59	67.56	238.633333	242.49	20.7375	72.4	32	55.95	10.6	58.5	67.56	9	242	Poor
2019-08-03	Chennai	51.84	27.2	14.55	30.79	39.85	42.01	0.88	6.2	62.68	86.4	27.2	7.75	49.8125	18.1875	38.4875	10.5025	44	62.68	9	86	Satisfactory
2019-03-02	Lucknow	150.97	72.5	12.13	58.75	40	7.06	1.6	9.54	29.87	323.823077	72.5	11.925	50	15.1625	73.4375	1.765	80	29.87	9	324	Very Poor
2018-06-19	Hyderabad	14.61	29.85	1.97	18.2	10.99	8.52	0.53	6.94	23.9	24.35	29.85	8.675	13.7375	2.4625	22.75	2.13	26.5	23.9	9	30	Good
2020-03-22	Delhi	78.61	134.46	14.49	29.85	30.31	32.61	0.92	16.63	47.67	162.033333	122.973333	20.7875	37.8875	18.1125	37.3125	8.1525	46	47.67	9	162	Moderate
2017-07-26	Delhi	20.17	105.63	20.61	21.95	4.61	27.09	0	4.73	28.42	33.616667	103.753333	5.9125	5.7625	25.7625	27.4375	6.7725	0	28.42	8	104	Moderate
2015-12-07	Patna	186.38	421.49	61.1	29.32	90.35	10.53	1.97	6.17	9.81	351.061538	389.3625	7.7125	110.35	76.375	36.65	2.6325	98.5	9.81	9	389	Very Poor
2018-10-16	Patna	110.89	94.07	5.51	36.99	12.93	49.25	1.44	26.05	77	269.633333	94.07	32.5625	16.1625	6.8875	46.2375	12.3125	72	77	9	270	Poor
2016-05-12	Bengaluru	31.19	54.8	7.37	14.44	13.47	19.08	0.67	3.77	54.95	51.983333	54.8	4.7125	16.8375	9.2125	18.05	4.77	33.5	54.95	9	55	Satisfactory
2019-10-22	Mumbai	17.92	44.55	19.12	22.87	40.4	15.09	1.04	10.54	15.92	29.866667	44.55	13.175	50.5	23.9	28.5875	3.7725	52	15.92	9	52	Satisfactory
2019-11-24	Patna	232.59	71.69	28.59	64.29	56.45	24.44	1.6	17.66	41.43	386.607692	71.69	22.075	70.5625	35.7375	80.3625	6.11	80	41.43	9	387	Very Poor
2020-01-03	Chennai	32.16	36.63	10.43	10.95	20.62	60.39	0.97	10.2	25.52	53.6	36.63	12.75	25.775	13.0375	13.6875	15.0975	48.5	25.52	9	54	Satisfactory
2019-08-31	Lucknow	44.99	26.77	9.19	24.77	19.3	30.65	2.65	6.45	25.16	74.983333	26.77	8.0625	24.125	11.4875	30.9625	7.6625	108.125	25.16	9	108	Moderate
2016-04-26	Chennai	57.7	68.46	3.48	11.26	8.01	34.11	0.77	3.47	28.18	96.166667	68.46	4.3375	10.0125	4.35	14.075	8.5275	38.5	28.18	9	96	Satisfactory
2018-11-19	Lucknow	203.65	319.12	46.98	87.45	83.48	50.54	2.98	9.93	36.48	364.346154	269.12	12.4125	103.48	58.725	107.45	12.635	112.25	36.48	9	364	Very Poor
2020-01-28	Mumbai	25.47	81.69	27.08	21.6	45.51	19.6	0.64	8.01	22.79	42.45	81.69	10.0125	56.8875	33.85	27	4.9	32	22.79	9	82	Satisfactory
2016-05-07	Chennai	56.02	44.02	5.04	14.38	11.99	43.25	0.99	4.95	42.11	93.366667	44.02	6.1875	14.9875	6.3	17.975	10.8125	49.5	42.11	9	93	Satisfactory
2018-07-25	Lucknow	28.26	80.13	9.83	27.73	22.52	29.67	1.08	6.31	12.88	47.1	80.13	7.8875	28.15	12.2875	34.6625	7.4175	54	12.88	9	80	Satisfactory
2016-05-11	Delhi	66.49	112.6	6.74	52.3	50.94	53.04	0.98	16.32	61.02	121.633333	108.4	20.4	63.675	8.425	65.375	13.26	49	61.02	9	122	Moderate
2020-01-01	Patna	214.23	271.06	45.23	36.74	81.09	27.28	2.71	7.99	16.47	372.484615	221.06	9.9875	101.09	56.5375	45.925	6.82	108.875	16.47	9	372	Very Poor
2016-07-10	Hyderabad	62.03	27.9	6.78	8.55	15.33	37.92	0.66	6.71	8.54	106.766667	27.9	8.3875	19.1625	8.475	10.6875	9.48	33	8.54	9	107	Moderate
2016-08-29	Mumbai	27.16	189.12	4.61	20.93	4.15	40.64	0	8.92	40.47	45.266667	159.413333	11.15	5.1875	5.7625	26.1625	10.16	0	40.47	8	159	Moderate
2015-09-20	Chennai	27.32	141.89	10.97	10.48	17.46	25.08	2.93	10.2	32.15	45.533333	127.926667	12.75	21.825	13.7125	13.1	6.27	111.625	32.15	9	128	Moderate
2018-05-12	Delhi	144.33	353.5	45.32	74.13	88.45	65.63	3.2	17.75	67.9	318.715385	304.375	22.1875	108.45	56.65	92.6625	16.4075	115	67.9	9	319	Very Poor
2018-07-14	Chennai	47.78	70.35	7.81	20.11	14.77	68.04	0.78	4.79	15.14	79.633333	70.35	5.9875	18.4625	9.7625	25.1375	17.01	39	15.14	9	80	Satisfactory
2018-09-20	Delhi	73.3	185.23	28.51	38.16	42.01	29.96	0.98	14.41	49.18	144.333333	156.82	18.0125	52.5125	35.6375	47.7	7.49	49	49.18	9	157	Moderate
2017-11-13	Delhi	354.56	498.63	65.36	65.77	105.48	73.85	2.33	15.58	94.42	480.430769	485.7875	19.475	125.48	81.7	82.2125	18.4625	104.125	94.42	9	486	Severe
2020-01-22	Chennai	47.95	64.49	10.45	20.03	29.44	58.36	0.89	12.25	34.26	79.916667	64.49	15.3125	36.8	13.0625	25.0375	14.59	44.5	34.26	9	80	Satisfactory
2018-01-22	Bengaluru	39.03	119.95	3.95	34.14	19.57	50.22	1.14	4.24	77.88	65.05	113.3	5.3	24.4625	4.9375	42.675	12.555	57	77.88	9	113	Moderate
2016-07-03	Bengaluru	17.36	30.52	10.96	20.82	16.04	29.15	7.87	1.54	42.29	28.933333	30.52	1.925	20.05	13.7	26.025	7.2875	173.375	42.29	9	173	Moderate
2017-12-05	Bengaluru	11.27	63.98	12.38	40.08	25.19	71.16	0.7	3.02	12.45	18.783333	63.98	3.775	31.4875	15.475	50.1	17.79	35	12.45	9	64	Satisfactory
2017-01-22	Lucknow	211.77	102.7	11	48.61	11.99	24.1	1.79	8.12	52.92	370.592308	101.8	10.15	14.9875	13.75	60.7625	6.025	89.5	52.92	9	371	Very Poor
2019-08-08	Chennai	24.99	25.65	7.25	17.69	23.27	39.34	1.05	6.47	44.3	41.65	25.65	8.0875	29.0875	9.0625	22.1125	9.835	52.5	44.3	9	52	Satisfactory
2017-02-13	Mumbai	42.59	268.92	9.51	44.34	0	23.08	0	3.6	92.44	70.983333	218.92	4.5	0	11.8875	55.425	5.77	0	92.44	7	219	Poor
2018-10-26	Delhi	203.12	396.01	114.02	74.04	133.52	48.25	2.72	20.76	53.02	363.938462	357.5125	25.95	153.52	134.02	92.55	12.0625	109	53.02	9	364	Very Poor
2015-07-19	Lucknow	25.45	144.11	3.46	9.37	4.22	59.74	8.99	9.19	30.2	42.416667	129.406667	11.4875	5.275	4.325	11.7125	14.935	187.375	30.2	9	187	Moderate
2016-02-11	Mumbai	82.03	109.31	5.97	10.13	11.11	0.02	0	21.25	51.08	173.433333	106.206667	26.5625	13.8875	7.4625	12.6625	0.005	0	51.08	8	173	Moderate
2018-06-22	Chennai	57.98	45.55	7.82	20.51	15.03	37.83	0.79	5.65	27.11	96.633333	45.55	7.0625	18.7875	9.775	25.6375	9.4575	39.5	27.11	9	97	Satisfactory
2017-06-26	Patna	31.13	359.19	7.75	37.52	0	4.3	0	5.22	23.89	51.883333	311.4875	6.525	0	9.6875	46.9	1.075	0	23.89	7	311	Very Poor
2019-04-04	Bengaluru	58.15	108.63	9.22	32.87	32.36	17.41	0.94	6.16	50.92	96.916667	105.753333	7.7	40.45	11.525	41.0875	4.3525	47	50.92	9	106	Moderate
2016-07-19	Delhi	42.14	166.27	20.73	31.4	48.11	55.76	1.31	6.78	44.7	70.233333	144.18	8.475	60.1375	25.9125	39.25	13.94	65.5	44.7	9	144	Moderate
2019-12-07	Bengaluru	39.42	71.64	12.01	32.74	34.96	14.07	1.05	7.05	30.49	65.7	71.64	8.8125	43.7	15.0125	40.925	3.5175	52.5	30.49	9	72	Satisfactory
2017-04-15	Bengaluru	35.01	101.83	9.78	45.01	0	24.52	0.69	6.77	60.39	58.35	101.22	8.4625	0	12.225	56.2625	6.13	34.5	60.39	8	101	Moderate
2015-07-23	Bengaluru	45.86	null	5.98	11.26	9.75	10.06	9.44	3.29	5.13	76.433333	0	4.1125	12.1875	7.475	14.075	2.515	193	5.13	8	193	Moderate
2016-01-21	Bengaluru	53.45	62.27	44.68	34.63	50.76	43.57	0.93	18.54	20.57	89.083333	62.27	23.175	63.45	55.85	43.2875	10.8925	46.5	20.57	9	89	Satisfactory
2018-07-24	Lucknow	37.91	53.79	8.93	27.5	21.56	29.67	1.1	5.55	11.42	63.183333	53.79	6.9375	26.95	11.1625	34.375	7.4175	55	11.42	9	63	Satisfactory
2018-07-11	Patna	49.47	53.13	29.43	76.16	38.51	25.53	1.11	50.3	59.46	82.45	53.13	62.875	48.1375	36.7875	95.2	6.3825	55.5	59.46	9	95	Satisfactory
2019-12-07	Chennai	34.82	35.98	3.65	15.86	19.28	126.94	0.91	6.22	20.01	58.033333	35.98	7.775	24.1	4.5625	19.825	31.735	45.5	20.01	9	58	Satisfactory
2016-12-31	Lucknow	171.27	110.38	43.21	50.95	8.45	17.59	1.41	13.92	38.03	339.438462	106.92	17.4	10.5625	54.0125	63.6875	4.3975	70.5	38.03	9	339	Very Poor
2017-09-10	Bengaluru	14.52	93.49	31.66	39.24	0	49.74	0.68	5.96	9.66	24.2	93.49	7.45	0	39.575	49.05	12.435	34	9.66	8	93	Satisfactory

Subsets and Splits