Datasets:

GVJahnavi
/

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
2018-04-26	Mumbai	25.5	58.53	73.45	20.08	110.9	54.19	1.96	30.86	46.37	42.5	58.53	38.575	130.9	91.8125	25.1	13.5475	98	46.37	9	131	Moderate
2019-07-31	Delhi	30.22	76.67	10.23	26.45	24.98	33.79	0.93	8.78	31.25	50.366667	76.67	10.975	31.225	12.7875	33.0625	8.4475	46.5	31.25	9	77	Satisfactory
2016-07-04	Chennai	96.65	75.83	8.97	15.97	17.48	125.62	1.22	8.02	14.71	222.166667	75.83	10.025	21.85	11.2125	19.9625	31.405	61	14.71	9	222	Poor
2016-06-20	Hyderabad	29.26	72.63	6.35	10.64	16.99	34.93	1.16	6.14	13.6	48.766667	72.63	7.675	21.2375	7.9375	13.3	8.7325	58	13.6	9	73	Satisfactory
2020-06-16	Hyderabad	10.31	20.76	5.49	17.7	12.66	9.12	0.31	5.28	13.05	17.183333	20.76	6.6	15.825	6.8625	22.125	2.28	15.5	13.05	9	22	Good
2019-10-30	Patna	191.01	32.13	21.07	24.33	19.08	31.26	2.29	60.47	61.18	354.623077	32.13	75.5875	23.85	26.3375	30.4125	7.815	103.625	61.18	9	355	Very Poor
2018-10-22	Hyderabad	66.82	144.33	10.4	51.4	35.41	17.06	0.72	9.47	27.86	122.733333	129.553333	11.8375	44.2625	13	64.25	4.265	36	27.86	9	130	Moderate
2017-07-29	Delhi	27.25	88.52	12.65	22.87	3.3	22.45	0	3.64	56.82	45.416667	88.52	4.55	4.125	15.8125	28.5875	5.6125	0	56.82	8	89	Satisfactory
2016-05-24	Lucknow	59.26	103.26	12.6	43.57	25.28	152.88	0	5.62	51.11	98.766667	102.173333	7.025	31.6	15.75	54.4625	38.22	0	51.11	8	102	Moderate
2019-02-25	Chennai	74.05	119.44	5.93	11.7	17.55	16.61	1.12	6.72	29.26	146.833333	112.96	8.4	21.9375	7.4125	14.625	4.1525	56	29.26	9	147	Moderate
2015-09-29	Mumbai	31.36	172.35	22.57	11.01	65.55	24.47	0	11.8	31.63	52.266667	148.233333	14.75	81.9375	28.2125	13.7625	6.1175	0	31.63	8	148	Moderate
2017-12-24	Mumbai	79.19	156.46	10.43	31.49	132.17	265.09	0	15.53	65.15	163.966667	137.64	19.4125	152.17	13.0375	39.3625	66.2725	0	65.15	8	164	Moderate
2015-09-22	Bengaluru	28.38	null	6.09	22.83	18.49	35.72	2.21	2.97	20.63	47.3	0	3.7125	23.1125	7.6125	28.5375	8.93	102.625	20.63	8	103	Moderate
2016-05-14	Delhi	105.51	292.64	46.21	67.71	78.61	52.87	1.44	20.49	86.22	251.7	242.64	25.6125	98.2625	57.7625	84.6375	13.2175	72	86.22	9	252	Poor
2018-08-08	Patna	44.42	76.04	17.24	52.32	24.01	18.38	0.91	15.27	66.4	74.033333	76.04	19.0875	30.0125	21.55	65.4	4.595	45.5	66.4	9	76	Satisfactory
2018-03-30	Hyderabad	54.62	114.81	2.56	40.32	23.3	20.25	0.81	7.54	45.56	91.033333	109.873333	9.425	29.125	3.2	50.4	5.0625	40.5	45.56	9	110	Moderate
2016-11-05	Chennai	66.29	117.02	3.89	14.44	8.29	89.1	0.14	4.27	44.96	120.966667	111.346667	5.3375	10.3625	4.8625	18.05	22.275	7	44.96	9	121	Moderate
2015-11-14	Mumbai	384.4	99.33	19.84	29.94	118.58	21.94	0	5.57	31.35	503.384615	99.33	6.9625	138.58	24.8	37.425	5.485	0	31.35	8	503	Severe
2016-08-08	Chennai	40.69	82.26	5.77	11.54	13.14	133.99	2.15	3.7	16.91	67.816667	82.26	4.625	16.425	7.2125	14.425	33.4975	101.875	16.91	9	102	Moderate
2017-05-01	Lucknow	95.31	211.83	9.46	45.99	41.01	40.22	1.27	5.05	108.83	217.7	174.553333	6.3125	51.2625	11.825	57.4875	10.055	63.5	112.985294	9	218	Poor
2017-01-18	Lucknow	222.17	268.67	25.34	47.68	38.35	14.66	1.96	7.78	25.42	378.592308	218.67	9.725	47.9375	31.675	59.6	3.665	98	25.42	9	379	Very Poor
2018-10-06	Bengaluru	14	42	14.33	19.84	29.19	12.98	0.78	6.52	10.5	23.333333	42	8.15	36.4875	17.9125	24.8	3.245	39	10.5	9	42	Good
2017-04-11	Lucknow	70.96	235.99	8.79	41.23	16.81	33.95	1.54	8.71	109.3	136.533333	190.66	10.8875	21.0125	10.9875	51.5375	8.4875	77	113.676471	9	191	Moderate
2019-09-02	Hyderabad	15.72	31.72	3.76	11.79	8.14	19.91	0.38	8.25	14.05	26.2	31.72	10.3125	10.175	4.7	14.7375	4.9775	19	14.05	9	32	Good
2018-09-24	Delhi	21.46	35.84	14.91	25.07	25.46	22.73	0.74	11.08	19.54	35.766667	35.84	13.85	31.825	18.6375	31.3375	5.6825	37	19.54	9	37	Good
2018-09-13	Lucknow	39.92	77.55	9.17	25.74	24.72	28.85	0.72	3.62	17.88	66.533333	77.55	4.525	30.9	11.4625	32.175	7.2125	36	17.88	9	78	Satisfactory
2019-12-27	Mumbai	88.03	154.44	30.85	39.77	70.12	19.47	1.02	10.27	32.89	193.433333	136.293333	12.8375	87.65	38.5625	49.7125	4.8675	51	32.89	9	193	Moderate
2017-06-02	Chennai	56.39	45.45	4.04	15.56	8.07	60.86	0	6.81	39.97	93.983333	45.45	8.5125	10.0875	5.05	19.45	15.215	0	39.97	8	94	Satisfactory
2018-01-15	Delhi	177.71	309.85	32.47	52.51	2.15	54.6	1.42	19.12	59.73	344.392308	259.85	23.9	2.6875	40.5875	65.6375	13.65	71	59.73	9	344	Very Poor
2015-01-26	Chennai	129.34	137.86	30.07	10.44	14.43	3.53	2.07	7.38	20.18	307.184615	125.24	9.225	18.0375	37.5875	13.05	0.8825	100.875	20.18	9	307	Very Poor
2018-02-13	Lucknow	115.87	55.15	11.67	33.81	26.82	63.85	1.14	12.22	23.1	286.233333	55.15	15.275	33.525	14.5875	42.2625	15.9625	57	23.1	9	286	Poor
2019-05-04	Delhi	77.96	196.87	38.81	59.78	54.6	30.39	1.26	18.19	46.34	159.866667	164.58	22.7375	68.25	48.5125	74.725	7.5975	63	46.34	9	165	Moderate
2016-08-16	Patna	29.83	55.19	16.68	17.18	33.86	40.69	1.21	4.74	12.14	49.716667	55.19	5.925	42.325	20.85	21.475	10.1725	60.5	12.14	9	60	Satisfactory
2020-03-16	Patna	55.2	131.96	50.95	40.05	54.3	18.78	1.4	10.19	16.36	92	121.306667	12.7375	67.875	63.6875	50.0625	4.695	70	16.36	9	121	Moderate
2019-02-23	Lucknow	71.89	196.31	4.57	22.49	14.67	21.88	0.7	5.74	35.48	139.633333	164.206667	7.175	18.3375	5.7125	28.1125	5.47	35	35.48	9	164	Moderate
2019-10-25	Chennai	46.48	75.12	15.09	29.32	42.27	70.13	0.95	8.14	32.03	77.466667	75.12	10.175	52.8375	18.8625	36.65	17.5325	47.5	32.03	9	77	Satisfactory
2015-10-01	Hyderabad	120.75	92.29	1.92	21.65	15.87	27.65	0.64	2.67	15.85	300.576923	92.29	3.3375	19.8375	2.4	27.0625	6.9125	32	15.85	9	301	Very Poor
2019-08-03	Patna	31.88	80.35	6.91	13.6	7.71	35.33	1.32	49.81	69.47	53.133333	80.35	62.2625	9.6375	8.6375	17	8.8325	66	69.47	9	80	Satisfactory
2015-07-06	Delhi	60.27	143.86	15.17	44.07	109.71	38.68	1.1	7.91	58.07	100.9	129.24	9.8875	129.71	18.9625	55.0875	9.67	55	58.07	9	130	Moderate
2015-06-26	Mumbai	14.52	182.48	9.28	46.88	18.98	7.5	0	11.35	13.38	24.2	154.986667	14.1875	23.725	11.6	58.6	1.875	0	13.38	8	155	Moderate
2020-02-11	Chennai	29.12	67.85	8.51	19.96	27.78	39.59	0.84	10.31	28.62	48.533333	67.85	12.8875	34.725	10.6375	24.95	9.8975	42	28.62	9	68	Satisfactory
2016-05-26	Mumbai	42.25	34.84	22.75	37.91	1.89	42.29	0	7	160.06	70.416667	34.84	8.75	2.3625	28.4375	47.3875	10.5725	0	188.323529	8	188	Moderate
2017-11-26	Chennai	57.36	137.59	6.32	20.3	15.45	297.64	0.65	11.31	29.54	95.6	125.06	14.1375	19.3125	7.9	25.375	74.41	32.5	29.54	9	125	Moderate
2016-12-17	Chennai	229.35	143.58	37.24	38.93	0	23.44	1.16	4.35	4.16	384.115385	129.053333	5.4375	0	46.55	48.6625	5.86	58	4.16	8	384	Very Poor
2019-08-24	Hyderabad	14.82	48.14	5.14	16.19	11.5	25.25	0.28	11.93	19.58	24.7	48.14	14.9125	14.375	6.425	20.2375	6.3125	14	19.58	9	48	Good
2020-06-24	Delhi	30.91	62.61	6.63	16.84	15.72	31.45	0.89	11.02	24.77	51.516667	62.61	13.775	19.65	8.2875	21.05	7.8625	44.5	24.77	9	63	Satisfactory
2016-02-09	Mumbai	72.39	223.57	6.49	11.19	15.28	10.38	0	7.04	40.99	141.3	182.38	8.8	19.1	8.1125	13.9875	2.595	0	40.99	8	182	Moderate
2016-05-05	Bengaluru	46	58.14	13.5	34.28	24.08	17.66	0.66	7.17	40.96	76.666667	58.14	8.9625	30.1	16.875	42.85	4.415	33	40.96	9	77	Satisfactory
2016-12-19	Hyderabad	61.36	96.74	10.63	65.8	13.12	31.03	0.32	43.85	46.78	104.533333	96.74	54.8125	16.4	13.2875	82.25	7.7575	16	46.78	9	105	Moderate
2018-01-23	Patna	197.48	117.57	54.58	70.96	52.97	51.07	3.25	47.83	35.37	359.6	111.713333	59.7875	66.2125	68.225	88.7	12.7675	115.625	35.37	9	360	Very Poor
2016-03-07	Bengaluru	43.69	120.32	4.16	24.23	13.82	23.77	0.58	2.05	45.07	72.816667	113.546667	2.5625	17.275	5.2	30.2875	5.9425	29	45.07	9	114	Moderate
2015-07-28	Chennai	51.55	51.98	5.14	18.75	17.09	45.49	1.56	11.53	31.29	85.916667	51.98	14.4125	21.3625	6.425	23.4375	11.3725	78	31.29	9	86	Satisfactory
2015-05-07	Hyderabad	40.12	343.12	6.43	18.06	23.92	18.01	1.83	9	32.89	66.866667	293.12	11.25	29.9	8.0375	22.575	4.5025	91.5	32.89	9	293	Poor
2016-08-28	Lucknow	40.9	58.75	3.23	15.78	2.75	31.55	1.41	1.79	32.45	68.166667	58.75	2.2375	3.4375	4.0375	19.725	7.8875	70.5	32.45	9	70	Satisfactory
2017-07-30	Mumbai	10.88	91.72	8.2	20.58	3.53	26.87	0	4.67	10.78	18.133333	91.72	5.8375	4.4125	10.25	25.725	6.7175	0	10.78	8	92	Satisfactory
2019-01-04	Hyderabad	75.25	158.34	13.81	63.58	44.19	18.99	0.88	12.51	34.39	150.833333	138.893333	15.6375	55.2375	17.2625	79.475	4.7475	44	34.39	9	151	Moderate
2019-01-19	Mumbai	82.07	254.54	94.63	50.15	144.78	22.85	3.3	35.06	29.55	173.566667	204.54	43.825	164.78	114.63	62.6875	5.7125	116.25	29.55	9	205	Poor
2019-09-15	Delhi	35.52	72.61	10.34	27.77	24.91	24.48	0.91	8.55	28.58	59.2	72.61	10.6875	31.1375	12.925	34.7125	6.12	45.5	28.58	9	73	Satisfactory
2019-08-09	Patna	23.56	66.95	35.62	73.73	40.7	13.47	2.12	47.81	55.99	39.266667	66.95	59.7625	50.875	44.525	92.1625	3.3675	101.5	55.99	9	102	Moderate
2020-02-04	Lucknow	151.07	340.56	45.18	65.73	71.28	24.97	2.51	10.4	24.37	323.9	290.56	13	89.1	56.475	82.1625	6.2425	106.375	24.37	9	324	Very Poor
2018-07-14	Bengaluru	18.87	60.54	16.04	15.81	22.41	21.52	0.75	7.47	16.19	31.45	60.54	9.3375	28.0125	20.05	19.7625	5.38	37.5	16.19	9	61	Satisfactory
2017-03-17	Chennai	37.43	118.8	3.86	10.9	7.5	21.57	0	3.32	21.35	62.383333	112.533333	4.15	9.375	4.825	13.625	5.3925	0	21.35	8	113	Moderate
2017-11-03	Delhi	168.16	239.73	45.29	46.49	60.96	53.2	1.31	15.29	62.16	337.046154	193.153333	19.1125	76.2	56.6125	58.1125	13.3	65.5	62.16	9	337	Very Poor
2016-08-24	Mumbai	34.99	73.22	18.52	10.49	37.05	40.31	0	10.86	48.2	58.316667	73.22	13.575	46.3125	23.15	13.1125	10.0775	0	48.2	8	73	Satisfactory
2018-02-22	Lucknow	233.24	64.91	45.77	48.38	55.94	42.25	1.15	20.89	23.8	387.107692	64.91	26.1125	69.925	57.2125	60.475	10.5625	57.5	23.8	9	387	Very Poor
2018-10-11	Mumbai	34.35	89.58	37.28	21.34	58.63	22.61	1.66	16.7	66.49	57.25	89.58	20.875	73.2875	46.6	26.675	5.6525	83	66.49	9	90	Satisfactory
2018-12-30	Patna	337.17	100.07	38.91	164.83	62.85	14.25	2.54	25.07	60.97	467.053846	100.046667	31.3375	78.5625	48.6375	184.83	3.5625	106.75	60.97	9	467	Severe
2018-03-11	Lucknow	133.03	108.18	10.28	28.51	32.65	43.47	0.69	18.02	30.69	310.023077	105.453333	22.525	40.8125	12.85	35.6375	10.8675	34.5	30.69	9	310	Very Poor
2016-03-25	Chennai	59.46	183.03	5.91	10.97	11.97	174.56	0.79	3.67	21.8	99.1	155.353333	4.5875	14.9625	7.3875	13.7125	43.64	39.5	21.8	9	155	Moderate
2016-12-12	Delhi	210.28	365.65	138.78	76.9	56.19	50.66	2.39	23.52	30.87	369.446154	319.5625	29.4	70.2375	158.78	96.125	12.665	104.875	30.87	9	369	Very Poor
2016-12-05	Patna	278.25	417.29	50.93	31.83	82.76	28.38	2.63	6.26	16.35	421.730769	384.1125	7.825	102.76	63.6625	39.7875	7.095	107.875	16.35	9	422	Severe
2020-06-19	Delhi	57.6	205.56	6.58	17.78	15.57	27.96	0.86	11.98	40.95	96	170.373333	14.975	19.4625	8.225	22.225	6.99	43	40.95	9	170	Moderate
2019-10-16	Delhi	146.37	279.78	39	53.03	62.13	38.12	1.77	13.22	55.69	320.284615	229.78	16.525	77.6625	48.75	66.2875	9.53	88.5	55.69	9	320	Very Poor
2016-08-12	Mumbai	9.77	84.46	31.69	8.03	14.32	40.88	0	0.83	26.59	16.283333	84.46	1.0375	17.9	39.6125	10.0375	10.22	0	26.59	8	84	Satisfactory
2018-12-19	Delhi	205.22	351.7	61.91	63.77	89.2	48.82	1.92	17.41	37.05	365.553846	302.125	21.7625	109.2	77.3875	79.7125	12.205	96	37.05	9	366	Very Poor
2017-03-14	Bengaluru	21.93	70.51	7.72	25.17	0	34.32	0.46	3.91	11.13	36.55	70.51	4.8875	0	9.65	31.4625	8.58	23	11.13	8	71	Satisfactory
2019-08-04	Lucknow	36.86	88.15	7.62	19.88	16.31	9.68	1.13	5.46	43.73	61.433333	88.15	6.825	20.3875	9.525	24.85	2.42	56.5	43.73	9	88	Satisfactory
2019-08-11	Lucknow	36.43	49.51	9.74	19.76	17.2	8.41	1.78	4.27	19.8	60.716667	49.51	5.3375	21.5	12.175	24.7	2.1025	89	19.8	9	89	Satisfactory
2018-02-09	Bengaluru	37.87	96.52	7.72	43.01	26.93	98.39	1.01	4.36	30.91	63.116667	96.52	5.45	33.6625	9.65	53.7625	24.5975	50.5	30.91	9	97	Satisfactory
2019-09-17	Lucknow	32.1	65.7	8.29	17.52	16.96	11.37	0.92	4.07	26.48	53.5	65.7	5.0875	21.2	10.3625	21.9	2.8425	46	26.48	9	66	Satisfactory
2017-08-08	Delhi	36.58	99.54	36.57	29.91	7.08	36.53	0	6.76	8.35	60.966667	99.54	8.45	8.85	45.7125	37.3875	9.1325	0	8.35	8	100	Satisfactory
2019-01-10	Hyderabad	75.43	161.34	9.06	64	40.41	19.24	0.82	15.91	34.38	151.433333	140.893333	19.8875	50.5125	11.325	80	4.81	41	34.38	9	151	Moderate
2018-10-18	Patna	125.18	55.23	34.98	81.21	42.26	49.16	2.59	37.04	54.97	303.984615	55.23	46.3	52.825	43.725	101.21	12.29	107.375	54.97	9	304	Very Poor
2016-12-14	Chennai	271.83	336.29	41.72	66.38	74.56	19.33	2.46	18.5	13.86	416.792308	286.29	23.125	93.2	52.15	82.975	4.8325	105.75	13.86	9	417	Severe
2016-03-19	Hyderabad	52.53	91.79	4.46	2.57	4.54	9.14	1.01	4.48	45.44	87.55	91.79	5.6	5.675	5.575	3.2125	2.285	50.5	45.44	9	92	Satisfactory
2015-03-30	Mumbai	53.07	57	5.24	13.84	83.22	28.77	0	8.05	24.06	88.45	57	10.0625	103.22	6.55	17.3	7.1925	0	24.06	8	103	Moderate
2019-02-06	Bengaluru	60.08	115.27	10.06	38.44	33.98	14.13	0.88	5.81	78.02	100.266667	110.18	7.2625	42.475	12.575	48.05	3.5325	44	78.02	9	110	Moderate
2016-12-31	Bengaluru	40.96	128.38	9.9	47.25	0	17.59	0.74	4.92	41.16	68.266667	118.92	6.15	0	12.375	59.0625	4.3975	37	41.16	8	119	Moderate
2018-05-15	Bengaluru	35.64	52.51	7.74	41.15	18.25	36.16	0.7	6.35	44.59	59.4	52.51	7.9375	22.8125	9.675	51.4375	9.04	35	44.59	9	59	Satisfactory
2015-08-23	Lucknow	43.9	138.12	4.87	8.32	4.3	23.28	1.32	7.68	19.74	73.166667	125.413333	9.6	5.375	6.0875	10.4	5.82	66	19.74	9	125	Moderate
2018-03-08	Lucknow	170.76	114.59	19.28	44.32	51.26	41.16	0.87	15.43	42.5	339.046154	109.726667	19.2875	64.075	24.1	55.4	10.29	43.5	42.5	9	339	Very Poor
2019-11-20	Lucknow	160.93	171.91	14.97	46.02	36.42	26.4	1.54	11.39	51.19	331.484615	147.94	14.2375	45.525	18.7125	57.525	6.6	77	51.19	9	331	Very Poor
2015-12-22	Patna	296.46	391.9	88.5	42.42	130.63	352.89	2.87	7.31	18.37	435.738462	352.375	9.1375	150.63	108.5	53.025	88.2225	110.875	18.37	9	436	Severe
2015-01-31	Mumbai	158.59	207.06	36.24	46.59	27.34	4.37	0	5.55	23.21	329.684615	171.373333	6.9375	34.175	45.3	58.2375	1.0925	0	23.21	8	330	Very Poor
2016-06-16	Lucknow	59.3	27.07	6.97	32.5	3.17	56.86	1.12	6.5	28.43	98.833333	27.07	8.125	3.9625	8.7125	40.625	14.215	56	28.43	9	99	Satisfactory
2019-03-01	Lucknow	80.97	125.3	11.59	41.59	29.96	10.43	1.51	6.55	31.31	169.9	116.866667	8.1875	37.45	14.4875	51.9875	2.6075	75.5	31.31	9	170	Moderate
2018-01-10	Hyderabad	74.08	158.74	7.01	53.36	33.57	22.15	1.03	12.71	56.34	146.933333	139.16	15.8875	41.9625	8.7625	66.7	5.5375	51.5	56.34	9	147	Moderate
2015-12-02	Patna	189.19	33.82	55.75	31.95	87.67	9.32	1.94	5.75	12.14	353.223077	33.82	7.1875	107.67	69.6875	39.9375	2.33	97	12.14	9	353	Very Poor
2019-12-01	Hyderabad	61.97	115.41	7.3	32.04	22.23	14.62	0.7	5.92	23.4	106.566667	110.273333	7.4	27.7875	9.125	40.05	3.655	35	23.4	9	110	Moderate
2016-06-08	Patna	95.61	143.88	18.95	22.83	41.79	32.67	1.44	9.38	19.87	218.7	129.253333	11.725	52.2375	23.6875	28.5375	8.1675	72	19.87	9	219	Poor

Subsets and Splits