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
2018-02-13	Chennai	76.41	55.15	12.37	19.55	16.55	98.89	1	7.42	27.95	154.7	55.15	9.275	20.6875	15.4625	24.4375	24.7225	50	27.95	9	155	Moderate
2017-06-30	Patna	13.08	90.41	7.23	11.15	5.43	41.27	0	3.91	33.21	21.8	90.41	4.8875	6.7875	9.0375	13.9375	10.3175	0	33.21	8	90	Satisfactory
2020-02-06	Delhi	118.57	205.43	33.37	51.82	60.54	36.16	1.18	12.08	33.75	295.233333	170.286667	15.1	75.675	41.7125	64.775	9.04	59	33.75	9	295	Poor
2019-09-28	Hyderabad	25.85	47.6	2.88	15.5	9.06	9.7	0.4	4.62	17.95	43.083333	47.6	5.775	11.325	3.6	19.375	2.425	20	17.95	9	48	Good
2018-03-16	Hyderabad	60.25	134.44	3.98	39.37	23.98	23.84	0.86	14.59	43.99	100.833333	122.96	18.2375	29.975	4.975	49.2125	5.96	43	43.99	9	123	Moderate
2017-12-16	Chennai	53.21	131.11	8.19	26.4	18.54	208.34	0.17	7.92	52.58	88.683333	120.74	9.9	23.175	10.2375	33	52.085	8.5	52.58	9	121	Moderate
2015-11-20	Chennai	28.66	470.08	5.87	9.19	12.74	5.61	1.34	4.45	28.91	47.766667	450.1	5.5625	15.925	7.3375	11.4875	1.4025	67	28.91	9	450	Severe
2018-10-11	Chennai	53.49	147.26	10.88	19.25	30.12	53.93	0.88	7.72	35.36	89.15	131.506667	9.65	37.65	13.6	24.0625	13.4825	44	35.36	9	132	Moderate
2016-09-22	Chennai	12.79	52.66	6.26	26.79	17.74	35.92	8.05	1.36	15.27	21.316667	52.66	1.7	22.175	7.825	33.4875	8.98	175.625	15.27	9	176	Moderate
2017-03-27	Chennai	60.44	144.64	4.25	10.84	8.29	52.56	0.03	2.76	28.02	101.466667	129.76	3.45	10.3625	5.3125	13.55	13.14	1.5	28.02	9	130	Moderate
2015-09-07	Bengaluru	16.34	null	4.12	12	9.25	32.04	9.83	3.08	21.21	27.233333	0	3.85	11.5625	5.15	15	8.01	197.875	21.21	8	198	Moderate
2017-06-09	Chennai	41.41	295.56	9.49	10.46	11.07	20.71	0.11	6.53	14.69	69.016667	245.56	8.1625	13.8375	11.8625	13.075	5.1775	5.5	14.69	9	246	Poor
2019-03-26	Hyderabad	51.5	123.44	5.91	40.1	25.55	14.37	0.74	7.21	31.57	85.833333	115.626667	9.0125	31.9375	7.3875	50.125	3.5925	37	31.57	9	116	Moderate
2015-08-20	Delhi	40.83	210.86	32.66	32	72.35	20.57	0.78	11.59	42.13	68.05	173.906667	14.4875	90.4375	40.825	40	5.1425	39	42.13	9	174	Moderate
2015-12-19	Bengaluru	42.57	78.99	20.49	49.4	39.15	21.95	2.08	5.34	17.37	70.95	78.99	6.675	48.9375	25.6125	61.75	5.4875	101	17.37	9	101	Moderate
2018-02-17	Lucknow	226.87	121.32	9.38	26.73	25.88	54.65	0.71	15.7	29.86	382.207692	114.213333	19.625	32.35	11.725	33.4125	13.6625	35.5	29.86	9	382	Very Poor
2016-08-25	Patna	83.62	62.79	13.6	33.45	47.05	41.23	1.03	2.98	17.26	178.733333	62.79	3.725	58.8125	17	41.8125	10.3075	51.5	17.26	9	179	Moderate
2015-09-27	Mumbai	86.4	252.06	12.74	20.53	60.09	30.43	0	5.93	10.05	188	202.06	7.4125	75.1125	15.925	25.6625	7.6075	0	10.05	8	202	Poor
2019-10-03	Delhi	57.99	143.97	30.13	36.77	46.78	27.17	1.25	10.42	44.29	96.65	129.313333	13.025	58.475	37.6625	45.9625	6.7925	62.5	44.29	9	129	Moderate
2015-03-11	Hyderabad	104.29	176.2	11.93	30.79	42.72	29.48	0.5	4.64	30.03	247.633333	150.8	5.8	53.4	14.9125	38.4875	7.37	25	30.03	9	248	Poor
2016-06-12	Chennai	70.71	272.34	12.26	12.64	19.58	33.33	1.72	4.99	70.91	135.7	222.34	6.2375	24.475	15.325	15.8	8.3325	86	70.91	9	222	Poor
2019-09-01	Lucknow	46.37	32.99	4.47	26.67	13.36	29.8	2.51	5.01	26.21	77.283333	32.99	6.2625	16.7	5.5875	33.3375	7.45	106.375	26.21	9	106	Moderate
2015-04-23	Delhi	118.57	273.68	33.93	76.46	96.19	29.32	6.58	21.81	76.14	295.233333	223.68	27.2625	116.19	42.4125	95.575	7.33	157.25	76.14	9	295	Poor
2016-04-21	Patna	60.25	168.98	30.21	10.8	40.99	22.65	1.14	7.25	29.06	100.833333	145.986667	9.0625	51.2375	37.7625	13.5	5.6625	57	29.06	9	146	Moderate
2019-03-29	Chennai	38.04	129.31	7.99	15.39	26.66	1.76	0.85	6.68	41.51	63.4	119.54	8.35	33.325	9.9875	19.2375	0.44	42.5	41.51	9	120	Moderate
2018-05-29	Patna	49.24	312.18	14.97	70.91	31.38	12.87	0.9	30.11	109.79	82.066667	262.18	37.6375	39.225	18.7125	88.6375	3.2175	45	114.397059	9	262	Poor
2015-10-29	Patna	66.43	183.08	32.93	28	60.89	25.55	1.16	5.95	8.97	121.433333	155.386667	7.4375	76.1125	41.1625	35	6.3875	58	8.97	9	155	Moderate
2017-02-03	Bengaluru	32.16	93.4	5.83	43.39	0	22.29	15.93	3.37	50.44	53.6	93.4	4.2125	0	7.2875	54.2375	5.5725	284.714286	50.44	8	285	Poor
2017-05-20	Chennai	63.82	68.76	8.96	16.73	12.31	25.31	0.19	7.89	74.87	112.733333	68.76	9.8625	15.3875	11.2	20.9125	6.3275	9.5	74.87	9	113	Moderate
2020-04-29	Bengaluru	13.68	39.31	2.68	12.02	13.47	10.72	0.74	5.73	30.77	22.8	39.31	7.1625	16.8375	3.35	15.025	2.68	37	30.77	9	39	Good
2020-01-12	Bengaluru	39.5	75.34	7.01	30.57	30.05	14.27	0.97	7.38	37.47	65.833333	75.34	9.225	37.5625	8.7625	38.2125	3.5675	48.5	37.47	9	75	Satisfactory
2018-12-05	Delhi	181.62	345.32	121.66	65.87	142.92	49.26	2.59	15.89	32.33	347.4	295.32	19.8625	162.92	141.66	82.3375	12.315	107.375	32.33	9	347	Very Poor
2017-09-04	Chennai	39	49.36	7.31	11.17	9.59	4.95	0.32	4.46	52.5	65	49.36	5.575	11.9875	9.1375	13.9625	1.2375	16	52.5	9	65	Satisfactory
2017-06-22	Delhi	61.93	124.6	110	36.35	11.06	69.13	0	4.17	17.81	106.433333	116.4	5.2125	13.825	130	45.4375	17.2825	0	17.81	8	130	Moderate
2016-07-02	Hyderabad	34	96.62	6.3	8.84	15.13	36.91	0.66	6.99	11.61	56.666667	96.62	8.7375	18.9125	7.875	11.05	9.2275	33	11.61	9	97	Satisfactory
2017-04-14	Mumbai	184.69	155.57	140.56	9.21	10.17	24.12	0	16.51	53.34	349.761538	137.046667	20.6375	12.7125	160.56	11.5125	6.03	0	53.34	8	350	Very Poor
2017-04-21	Mumbai	130.13	146.01	4.21	10.87	9.01	35.77	0	4.71	54.16	307.792308	130.673333	5.8875	11.2625	5.2625	13.5875	8.9425	0	54.16	8	308	Very Poor
2020-03-16	Delhi	61.61	144.37	21.37	41.52	44.12	31.07	0.89	14.8	38.38	105.366667	129.58	18.5	55.15	26.7125	51.9	7.7675	44.5	38.38	9	130	Moderate
2016-04-05	Mumbai	68.04	174.11	7.16	34.56	20.59	143.22	0	18.86	29.98	126.8	149.406667	23.575	25.7375	8.95	43.2	35.805	0	29.98	8	149	Moderate
2015-04-28	Hyderabad	46.62	141.25	6.67	18.93	25.34	29.46	0.83	9.63	39.74	77.7	127.5	12.0375	31.675	8.3375	23.6625	7.365	41.5	39.74	9	128	Moderate
2017-03-14	Hyderabad	50.64	132.94	9.56	37.51	11.09	26.41	0.16	17.73	50.11	84.4	121.96	22.1625	13.8625	11.95	46.8875	6.6025	8	50.11	9	122	Moderate
2018-06-09	Patna	52.5	136.75	10.66	54.03	20.75	15.62	0.89	37.58	73.37	87.5	124.5	46.975	25.9375	13.325	67.5375	3.905	44.5	73.37	9	124	Moderate
2017-04-03	Lucknow	88.72	125.87	12.76	39.43	5.05	14.48	2.56	7.73	71.64	195.733333	117.246667	9.6625	6.3125	15.95	49.2875	3.62	107	71.64	9	196	Moderate
2018-07-27	Mumbai	13.23	52.16	13.76	12.4	26.17	18.75	1.14	12.25	22.52	22.05	52.16	15.3125	32.7125	17.2	15.5	4.6875	57	22.52	9	57	Satisfactory
2019-12-23	Chennai	52.75	60.37	7.23	19.05	25.99	88.89	0.69	7.07	32.21	87.916667	60.37	8.8375	32.4875	9.0375	23.8125	22.2225	34.5	32.21	9	88	Satisfactory
2020-01-30	Bengaluru	43.42	107.2	17.25	47.61	53.47	14.17	1.19	9.86	37.97	72.366667	104.8	12.325	66.8375	21.5625	59.5125	3.5425	59.5	37.97	9	105	Moderate
2016-05-16	Patna	64.47	39.39	20.01	23.26	43.27	31	1.8	10.55	26.46	114.9	39.39	13.1875	54.0875	25.0125	29.075	7.75	90	26.46	9	115	Moderate
2018-05-09	Mumbai	18.55	62.07	34.5	28.9	63.4	15.48	1.35	18.59	35.91	30.916667	62.07	23.2375	79.25	43.125	36.125	3.87	67.5	35.91	9	79	Satisfactory
2019-03-03	Bengaluru	36.98	92.75	7.87	30.74	30.01	15.49	0.86	4.87	55.58	61.633333	92.75	6.0875	37.5125	9.8375	38.425	3.8725	43	55.58	9	93	Satisfactory
2017-10-30	Lucknow	155.1	308.22	29.63	59.52	55.14	21.02	1.28	10.32	37.37	327	258.22	12.9	68.925	37.0375	74.4	5.255	64	37.37	9	327	Very Poor
2020-04-13	Patna	45	116.11	66.58	17.36	49.13	15.63	1.37	10.03	36.84	75	110.74	12.5375	61.4125	83.225	21.7	3.9075	68.5	36.84	9	111	Moderate
2015-04-13	Mumbai	86.49	116.62	14.17	50.3	66.13	38.86	0	14.99	39.03	188.3	111.08	18.7375	82.6625	17.7125	62.875	9.715	0	39.03	8	188	Moderate
2019-10-14	Chennai	21.14	60.99	8.67	10.65	14.66	23.59	0.61	5.94	48.79	35.233333	60.99	7.425	18.325	10.8375	13.3125	5.8975	30.5	48.79	9	61	Satisfactory
2015-03-20	Chennai	30.65	168	14.93	22.22	13.62	10.04	1.05	10.7	35.5	51.083333	145.333333	13.375	17.025	18.6625	27.775	2.51	52.5	35.5	9	145	Moderate
2016-11-14	Mumbai	194.2	266.97	31.12	119.58	68.08	49.95	0	1.48	63.1	357.076923	216.97	1.85	85.1	38.9	139.58	12.4875	0	63.1	8	357	Very Poor
2019-12-01	Delhi	123.66	192.47	38.19	50.39	63.15	36.51	1.17	11.39	32.28	302.815385	161.646667	14.2375	78.9375	47.7375	62.9875	9.1275	58.5	32.28	9	303	Very Poor
2018-05-23	Bengaluru	62.6	84.46	7.04	35.36	26.25	36.15	0.93	4.33	30.74	108.666667	84.46	5.4125	32.8125	8.8	44.2	9.0375	46.5	30.74	9	109	Moderate
2018-07-10	Hyderabad	19.7	44.03	4.15	21.7	14.62	13.74	0.25	5.47	16.26	32.833333	44.03	6.8375	18.275	5.1875	27.125	3.435	12.5	16.26	9	44	Good
2017-07-21	Hyderabad	10.83	34.66	5.01	9.71	4.57	4.26	0.15	4.23	28.25	18.05	34.66	5.2875	5.7125	6.2625	12.1375	1.065	7.5	28.25	9	35	Good
2017-12-05	Delhi	230.56	358.86	61.13	64.61	104.85	71.16	2.41	18.29	50.69	385.046154	311.075	22.8625	124.85	76.4125	80.7625	17.79	105.125	50.69	9	385	Very Poor
2017-11-02	Bengaluru	66.54	57.13	7.2	26.81	50.52	26.14	0.44	4.15	44.38	121.8	57.13	5.1875	63.15	9	33.5125	6.535	22	44.38	9	122	Moderate
2018-04-19	Lucknow	75.31	79.33	15.85	39.18	37.42	30.21	0.36	10.77	39.54	151.033333	79.33	13.4625	46.775	19.8125	48.975	7.5525	18	39.54	9	151	Moderate
2016-02-24	Mumbai	44.41	309.47	11.92	44.96	15.54	10.42	0	7.02	53.88	74.016667	259.47	8.775	19.425	14.9	56.2	2.605	0	53.88	8	259	Poor
2017-09-23	Bengaluru	21.62	91.14	10.16	30.95	0	24.15	0.4	5.3	41.31	36.033333	91.14	6.625	0	12.7	38.6875	6.0375	20	41.31	8	91	Satisfactory
2018-08-22	Patna	60.08	74	15.84	62.34	25.75	12.65	1.29	23.52	37.62	100.266667	74	29.4	32.1875	19.8	77.925	3.1625	64.5	37.62	9	100	Satisfactory
2018-10-26	Mumbai	39.38	115.93	35.15	19.51	54.67	22.94	1.93	19.11	24.46	65.633333	110.62	23.8875	68.3375	43.9375	24.3875	5.735	96.5	24.46	9	111	Moderate
2017-03-04	Chennai	40.43	75.22	2.74	15.6	15.19	39.3	0.03	2.49	11.6	67.383333	75.22	3.1125	18.9875	3.425	19.5	9.825	1.5	11.6	9	75	Satisfactory
2018-01-22	Patna	202.77	352.68	28.45	44.39	29.03	101.27	3.4	49.05	37.59	363.669231	303.35	61.3125	36.2875	35.5625	55.4875	25.3175	117.5	37.59	9	364	Very Poor
2018-09-07	Hyderabad	25.42	79.97	5.01	22.74	15.82	14.25	0.32	7.79	17.95	42.366667	79.97	9.7375	19.775	6.2625	28.425	3.5625	16	17.95	9	80	Satisfactory
2019-09-09	Lucknow	26.93	49.54	7.87	18.53	17.17	29.61	0.96	4.42	26.43	44.883333	49.54	5.525	21.4625	9.8375	23.1625	7.4025	48	26.43	9	50	Good
2015-09-13	Bengaluru	12.24	null	2.59	11.85	7.95	21.98	19.24	2.08	13.22	20.4	0	2.6	9.9375	3.2375	14.8125	5.495	313.176471	13.22	8	313	Very Poor
2018-03-06	Mumbai	32.09	163.52	5.78	21.47	70.27	70.36	1.78	36.22	56.45	53.483333	142.346667	45.275	87.8375	7.225	26.8375	17.59	89	56.45	9	142	Moderate
2020-04-08	Delhi	29.7	79.04	8.38	18.56	16.51	23.41	0.56	12.85	45.8	49.5	79.04	16.0625	20.6375	10.475	23.2	5.8525	28	45.8	9	79	Satisfactory
2015-05-08	Mumbai	56.88	305.38	25.55	56.54	27.7	30.52	0	7.18	88.24	94.8	255.38	8.975	34.625	31.9375	70.675	7.63	0	88.24	8	255	Poor
2016-07-30	Hyderabad	21.67	62.96	7.51	10.55	18.06	36.4	7.72	6.37	7.72	36.116667	62.96	7.9625	22.575	9.3875	13.1875	9.1	171.5	7.72	9	172	Moderate
2018-03-21	Chennai	56.5	280.94	10.89	19.74	16.58	28.56	1.18	9.22	21.6	94.166667	230.94	11.525	20.725	13.6125	24.675	7.14	59	21.6	9	231	Poor
2018-06-29	Mumbai	18.39	67.13	58.8	23.55	82.36	40.02	1.72	20.16	34.69	30.65	67.13	25.2	102.36	73.5	29.4375	10.005	86	34.69	9	102	Moderate
2017-09-07	Delhi	40.34	67.06	21.91	23.75	7.9	36.46	0.36	5.62	24.93	67.233333	67.06	7.025	9.875	27.3875	29.6875	9.115	18	24.93	9	67	Satisfactory
2016-05-02	Chennai	58.58	63.61	5.79	16.06	15.3	106.31	1.02	5.34	47.31	97.633333	63.61	6.675	19.125	7.2375	20.075	26.5775	51	47.31	9	98	Satisfactory
2018-08-19	Chennai	49.34	52.97	9.68	17.73	27.41	69.49	0.8	15.14	8.17	82.233333	52.97	18.925	34.2625	12.1	22.1625	17.3725	40	8.17	9	82	Satisfactory
2020-05-16	Hyderabad	27.65	61.38	6.83	26.37	17.99	11.9	0.46	6.32	30.88	46.083333	61.38	7.9	22.4875	8.5375	32.9625	2.975	23	30.88	9	61	Satisfactory
2019-09-17	Hyderabad	28.85	65.7	4.28	14.76	9.75	13.33	0.4	8.23	17.67	48.083333	65.7	10.2875	12.1875	5.35	18.45	3.3325	20	17.67	9	66	Satisfactory
2017-08-24	Lucknow	49.51	60.91	19.4	32.88	7.09	23.83	1.1	6.1	12.04	82.516667	60.91	7.625	8.8625	24.25	41.1	5.9575	55	12.04	9	83	Satisfactory
2020-04-07	Patna	44.93	112.36	43.36	48.88	59.45	11.56	1.64	11.83	20.63	74.883333	108.24	14.7875	74.3125	54.2	61.1	2.89	82	20.63	9	108	Moderate
2015-05-02	Delhi	72.66	206.1	25.56	62.09	76.22	26.99	9.46	16.16	43.06	142.2	170.733333	20.2	95.275	31.95	77.6125	6.7475	193.25	43.06	9	193	Moderate
2018-07-03	Hyderabad	16.28	41.16	3.42	23.43	14.97	12.43	0.26	5.56	22.53	27.133333	41.16	6.95	18.7125	4.275	29.2875	3.1075	13	22.53	9	41	Good
2020-03-04	Hyderabad	46.51	109.13	10.5	29.56	22.73	20.08	0.52	8.82	26.06	77.516667	106.086667	11.025	28.4125	13.125	36.95	5.02	26	26.06	9	106	Moderate
2015-02-02	Lucknow	163.64	219.84	3.08	18.3	3.13	84.49	15.41	5.31	46.3	333.569231	179.893333	6.6375	3.9125	3.85	22.875	21.1225	277.285714	46.3	9	334	Very Poor
2018-06-19	Patna	71.61	29.85	15.64	117.08	42.21	31.25	0.9	42.54	72.6	138.7	29.85	53.175	52.7625	19.55	137.08	7.8125	45	72.6	9	139	Moderate
2018-06-03	Bengaluru	38.79	29.26	7.51	22.36	15.78	20.54	1.01	4.18	16.46	64.65	29.26	5.225	19.725	9.3875	27.95	5.135	50.5	16.46	9	65	Satisfactory
2015-05-03	Lucknow	42.74	334.02	3.68	20.79	4.22	14.62	2.36	14.72	39.37	71.233333	284.02	18.4	5.275	4.6	25.9875	3.655	104.5	39.37	9	284	Poor
2016-08-04	Delhi	49.04	87.48	17.77	35.93	53.75	32.45	0.92	9.03	86.42	81.733333	87.48	11.2875	67.1875	22.2125	44.9125	8.1125	46	86.42	9	87	Satisfactory
2015-11-29	Hyderabad	67.13	109.51	4.52	9.39	12.25	8.95	0.97	8.22	46.11	123.766667	106.34	10.275	15.3125	5.65	11.7375	2.2375	48.5	46.11	9	124	Moderate
2016-11-10	Mumbai	211.3	106.32	8.22	133.98	17.15	36.33	0	46.68	60.63	370.230769	104.213333	58.35	21.4375	10.275	153.98	9.0825	0	60.63	8	370	Very Poor
2015-06-22	Hyderabad	66.78	139.2	8.55	5.87	14.35	27.31	0.67	7.71	15.55	122.6	126.133333	9.6375	17.9375	10.6875	7.3375	6.8275	33.5	15.55	9	126	Moderate
2017-12-26	Chennai	79.72	326.11	14.75	25.27	23.35	161.15	0.29	14.59	37.33	165.733333	276.11	18.2375	29.1875	18.4375	31.5875	40.2875	14.5	37.33	9	276	Poor
2018-01-28	Patna	250.32	248.26	23.92	23.39	20.84	25.13	2.78	29.76	45.14	400.246154	198.84	37.2	26.05	29.9	29.2375	6.2825	109.75	45.14	9	400	Very Poor
2015-03-10	Delhi	86.7	150.92	11.44	18.82	25.78	18.88	7.98	3.84	25.87	189	133.946667	4.8	32.225	14.3	23.525	4.72	174.75	25.87	9	189	Moderate
2018-11-17	Mumbai	56.72	152.93	79.32	56.85	136.18	40.93	2.75	21.46	57.58	94.533333	135.286667	26.825	156.18	99.15	71.0625	10.2325	109.375	57.58	9	156	Moderate
2016-11-18	Chennai	62.58	95.29	4.05	29.62	16.66	43.06	0	5.8	54.3	108.6	95.29	7.25	20.825	5.0625	37.025	10.765	0	54.3	8	109	Moderate

Subsets and Splits