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
2018-02-23	Lucknow	228.21	71.15	75.28	55.31	74.73	39.33	1.41	21.32	21.08	383.238462	71.15	26.65	93.4125	94.1	69.1375	9.8325	70.5	21.08	9	383	Very Poor
2017-04-06	Hyderabad	44.33	118.21	6.25	36.95	9.88	20.89	0.16	9.13	39.14	73.883333	112.14	11.4125	12.35	7.8125	46.1875	5.2225	8	39.14	9	112	Moderate
2016-11-14	Chennai	29.08	266.97	5.95	22.4	14.55	49.95	0	1.48	5.6	48.466667	216.97	1.85	18.1875	7.4375	28	12.4875	0	5.6	8	217	Poor
2020-02-27	Mumbai	51.74	144.95	27.45	57.91	85.28	23.77	0.92	15.46	50.93	86.233333	129.966667	19.325	105.28	34.3125	72.3875	5.9425	46	50.93	9	130	Moderate
2018-06-30	Bengaluru	18.23	65.8	32.78	33.04	38.97	26.36	1	6.63	10.67	30.383333	65.8	8.2875	48.7125	40.975	41.3	6.59	50	10.67	9	66	Satisfactory
2019-03-28	Delhi	116.55	260.26	55.47	60.18	81.85	34.47	1.76	24.86	48.44	288.5	210.26	31.075	101.85	69.3375	75.225	8.6175	88	48.44	9	288	Poor
2018-02-12	Bengaluru	27.9	88.93	5.34	24.85	15.02	115.09	0.98	2.99	32.61	46.5	88.93	3.7375	18.775	6.675	31.0625	28.7725	49	32.61	9	89	Satisfactory
2016-08-06	Lucknow	31.9	76.69	2.63	10.59	4.3	75.89	0	3.48	48.88	53.166667	76.69	4.35	5.375	3.2875	13.2375	18.9725	0	48.88	8	77	Satisfactory
2015-11-09	Lucknow	143.47	118.33	22.4	32	4.22	210.06	2.85	9.47	45.57	318.053846	112.22	11.8375	5.275	28	40	52.515	110.625	45.57	9	318	Very Poor
2019-12-26	Patna	123.41	165.55	19.81	22.25	39.17	45.5	1.2	8.66	17.65	302.623077	143.7	10.825	48.9625	24.7625	27.8125	11.375	60	17.65	9	303	Very Poor
2020-02-26	Chennai	39.25	63.4	5.38	8.88	14.06	39.97	0.58	7.63	39.14	65.416667	63.4	9.5375	17.575	6.725	11.1	9.9925	29	39.14	9	65	Satisfactory
2020-04-19	Mumbai	19.99	63.75	12.36	9.07	21.07	7.11	0.65	6.79	21.48	33.316667	63.75	8.4875	26.3375	15.45	11.3375	1.7775	32.5	21.48	9	64	Satisfactory
2015-05-05	Lucknow	33.52	366.85	3.9	22.69	5.6	35.82	2.48	13.58	15.89	55.866667	321.0625	16.975	7	4.875	28.3625	8.955	106	15.89	9	321	Very Poor
2020-01-20	Patna	77.24	101.1	68.66	29.47	97.6	19.91	0.87	10.29	21.07	157.466667	100.733333	12.8625	117.6	85.825	36.8375	4.9775	43.5	21.07	9	157	Moderate
2020-02-24	Mumbai	84.7	185.63	35.27	56.76	92.03	21.9	1.22	12.73	46.95	182.333333	157.086667	15.9125	112.03	44.0875	70.95	5.475	61	46.95	9	182	Moderate
2019-11-17	Delhi	96.34	165.5	14.48	33.78	32.29	29.55	0.92	10.78	27.01	221.133333	143.666667	13.475	40.3625	18.1	42.225	7.3875	46	27.01	9	221	Poor
2017-11-27	Hyderabad	73.25	145.39	9.81	52.99	33.05	16.73	0.86	15.16	55.76	144.166667	130.26	18.95	41.3125	12.2625	66.2375	4.1825	43	55.76	9	144	Moderate
2017-10-27	Lucknow	161.98	87.11	51.75	83.17	98.16	22.42	1.66	19.57	33.02	332.292308	87.11	24.4625	118.16	64.6875	103.17	5.605	83	33.02	9	332	Very Poor
2015-07-24	Patna	46.13	94.49	23.98	15.2	39.1	37.38	1.69	10.42	5.78	76.883333	94.49	13.025	48.875	29.975	19	9.345	84.5	5.78	9	94	Satisfactory
2017-12-19	Hyderabad	59.35	130.67	8.22	49.48	32.53	14.23	0.7	24.06	45.37	98.916667	120.446667	30.075	40.6625	10.275	61.85	3.5575	35	45.37	9	120	Moderate
2017-05-10	Mumbai	31.54	71.48	4.18	19.99	6.24	31.83	0	35.61	25.26	52.566667	71.48	44.5125	7.8	5.225	24.9875	7.9575	0	25.26	8	71	Satisfactory
2017-06-12	Bengaluru	19.12	65.59	7.04	28.24	0	23.68	0.58	4.79	19.47	31.866667	65.59	5.9875	0	8.8	35.3	5.92	29	19.47	8	66	Satisfactory
2015-02-22	Mumbai	124.1	107.61	8.27	20.97	27.54	13.56	0	6.31	54.18	303.153846	105.073333	7.8875	34.425	10.3375	26.2125	3.39	0	54.18	8	303	Very Poor
2017-09-30	Delhi	74.2	125.73	21.1	26.08	8.59	44.1	0.3	6.64	38.44	147.333333	117.153333	8.3	10.7375	26.375	32.6	11.025	15	38.44	9	147	Moderate
2018-08-12	Bengaluru	10.61	35.22	16.83	13.53	21.04	18.86	0.77	6.96	12.48	17.683333	35.22	8.7	26.3	21.0375	16.9125	4.715	38.5	12.48	9	38	Good
2019-01-20	Hyderabad	70	148.16	6.89	58.07	36.2	20.39	0.76	11.84	29.49	133.333333	132.106667	14.8	45.25	8.6125	72.5875	5.0975	38	29.49	9	133	Moderate
2017-11-07	Delhi	517.93	654.68	51.67	65.17	103.77	91.87	2.37	15.29	56.06	606.1	680.85	19.1125	123.77	64.5875	81.4625	22.9675	104.625	56.06	9	681	Severe
2019-01-24	Delhi	130.59	218.93	37.42	44.11	58.86	41.06	1.44	15.29	30.57	308.146154	179.286667	19.1125	73.575	46.775	55.1375	10.265	72	30.57	9	308	Very Poor
2018-12-31	Bengaluru	63.77	107.44	15.48	37.46	40.95	16.72	1.02	7.25	55.18	112.566667	104.96	9.0625	51.1875	19.35	46.825	4.18	51	55.18	9	113	Moderate
2015-05-24	Bengaluru	28.17	null	4.91	17.13	10.15	5.01	9.13	3.98	23.52	46.95	0	4.975	12.6875	6.1375	21.4125	1.2525	189.125	23.52	8	189	Moderate
2018-02-28	Delhi	143.25	279.26	42.48	52.5	78.41	53.64	1.47	14.52	46.16	317.884615	229.26	18.15	98.0125	53.1	65.625	13.41	73.5	46.16	9	318	Very Poor
2016-10-28	Hyderabad	62.16	99.01	9.59	41.2	13.55	39.85	0.38	47.38	70.1	107.2	99.01	59.225	16.9375	11.9875	51.5	9.9625	19	70.1	9	107	Moderate
2015-08-27	Hyderabad	96.77	237.68	12.99	21.29	33.46	25.89	0.77	7.59	15.83	222.566667	191.786667	9.4875	41.825	16.2375	26.6125	6.4725	38.5	15.83	9	223	Poor
2019-04-07	Patna	33.27	71.13	12	60.42	22.93	14.29	0.78	43.2	92.9	55.45	71.13	54	28.6625	15	75.525	3.5725	39	92.9	9	93	Satisfactory
2016-01-06	Lucknow	173.33	105.67	14.07	14.34	4.22	83.7	4.04	6.95	64.96	341.023077	103.78	8.6875	5.275	17.5875	17.925	20.925	125.5	64.96	9	341	Very Poor
2017-11-20	Patna	181.46	89.51	17.17	112.13	39.46	36.28	1.19	24.59	82.15	347.276923	89.51	30.7375	49.325	21.4625	132.13	9.07	59.5	82.15	9	347	Very Poor
2018-07-24	Delhi	39.3	94.8	12.18	29.15	26.72	40.08	0.83	10.78	34.46	65.5	94.8	13.475	33.4	15.225	36.4375	10.02	41.5	34.46	9	95	Satisfactory
2017-02-08	Lucknow	95.98	163.13	11.51	29.4	65.49	31.42	1.76	7.3	93.98	219.933333	142.086667	9.125	81.8625	14.3875	36.75	7.855	88	93.98	9	220	Poor
2017-08-10	Delhi	48.6	77.12	38.47	64	10.31	31.22	0	7.15	23.33	81	77.12	8.9375	12.8875	48.0875	80	7.805	0	23.33	8	81	Satisfactory
2019-03-04	Lucknow	95.72	81.35	6.74	25.97	21.91	33.83	1.32	8.17	22.58	219.066667	81.35	10.2125	27.3875	8.425	32.4625	8.4575	66	22.58	9	219	Poor
2016-07-14	Lucknow	82.95	52.13	8.22	19.61	13.25	48.19	1.36	6.32	8.81	176.5	52.13	7.9	16.5625	10.275	24.5125	12.0475	68	8.81	9	176	Moderate
2016-02-02	Patna	212.25	96.69	51.58	35.96	87.54	32.1	1.4	2.75	10.95	370.961538	96.69	3.4375	107.54	64.475	44.95	8.025	70	10.95	9	371	Very Poor
2018-07-21	Lucknow	24.25	65.59	10.68	29.87	24.11	29.57	0.94	6.49	13.76	40.416667	65.59	8.1125	30.1375	13.35	37.3375	7.3925	47	13.76	9	66	Satisfactory
2017-09-10	Hyderabad	18.58	41.91	7.95	15.66	6.21	5.51	0.09	3.32	31.82	30.966667	41.91	4.15	7.7625	9.9375	19.575	1.3775	4.5	31.82	9	42	Good
2019-03-30	Chennai	37.22	140.7	9.58	16.77	27.97	4.76	0.77	5.95	37.59	62.033333	127.133333	7.4375	34.9625	11.975	20.9625	1.19	38.5	37.59	9	127	Moderate
2019-05-30	Mumbai	12.88	48.56	26.93	9.69	36.62	22.91	1.39	11.02	19.95	21.466667	48.56	13.775	45.775	33.6625	12.1125	5.7275	69.5	19.95	9	70	Satisfactory
2018-08-28	Delhi	29.26	58.76	14.65	25.52	27.65	27.99	0.85	10.84	21.91	48.766667	58.76	13.55	34.5625	18.3125	31.9	6.9975	42.5	21.91	9	59	Satisfactory
2016-01-09	Lucknow	119.03	108.77	2.87	12.75	3.38	10.47	2.46	4.68	41.17	296.766667	105.846667	5.85	4.225	3.5875	15.9375	2.6175	105.75	41.17	9	297	Poor
2018-05-02	Delhi	66.74	189.28	14.43	34.14	42.86	37.69	1.02	7.65	64.55	122.466667	159.52	9.5625	53.575	18.0375	42.675	9.4225	51	64.55	9	160	Moderate
2019-09-25	Patna	27.46	37.22	22	39.59	23.6	24.88	0.79	46.43	10.74	45.766667	37.22	58.0375	29.5	27.5	49.4875	6.22	39.5	10.74	9	58	Satisfactory
2015-03-16	Lucknow	45.39	74.14	14.42	28.15	5.06	33.16	2.12	9.6	18.75	75.65	74.14	12	6.325	18.025	35.1875	8.29	101.5	18.75	9	102	Moderate
2019-06-05	Chennai	52.59	53.63	6.71	11.21	16.92	15.32	0.92	8.24	70.18	87.65	53.63	10.3	21.15	8.3875	14.0125	3.83	46	70.18	9	88	Satisfactory
2016-07-29	Patna	44.97	76.89	5.58	6.45	10.71	10.82	0.82	2.2	10.54	74.95	76.89	2.75	13.3875	6.975	8.0625	2.705	41	10.54	9	77	Satisfactory
2018-03-14	Mumbai	29.23	101.24	42.8	136.34	33.58	43.37	1.26	17.39	145.42	48.716667	100.826667	21.7375	41.975	53.5	156.34	10.8425	63	166.794118	9	167	Moderate
2019-09-19	Mumbai	21.73	38.49	15.81	30.97	46.79	13.33	0.83	11.61	18.46	36.216667	38.49	14.5125	58.4875	19.7625	38.7125	3.3325	41.5	18.46	9	58	Satisfactory
2019-05-14	Lucknow	71.58	105.12	6.11	19.31	13.07	14.83	1.27	6.31	43.47	138.6	103.413333	7.8875	16.3375	7.6375	24.1375	3.7075	63.5	43.47	9	139	Moderate
2015-02-05	Delhi	131.76	127.42	23.15	36.51	47.4	51.24	8.18	4.85	21.7	309.046154	118.28	6.0625	59.25	28.9375	45.6375	12.81	177.25	21.7	9	309	Very Poor
2015-09-02	Lucknow	47.64	318.24	6.12	7.64	4.22	26.12	1.34	8.18	39.54	79.4	268.24	10.225	5.275	7.65	9.55	6.53	67	39.54	9	268	Poor
2017-11-30	Chennai	29.62	344.17	8.12	18.18	14.21	303.53	0.58	8.83	17.88	49.366667	294.17	11.0375	17.7625	10.15	22.725	75.8825	29	17.88	9	294	Poor
2018-04-06	Delhi	100.5	231.2	25.66	44.92	62.14	43.35	1.42	19.96	54.04	235	187.466667	24.95	77.675	32.075	56.15	10.8375	71	54.04	9	235	Poor
2017-08-03	Delhi	27.29	34.3	28.58	29.16	7.02	34.14	0	5.77	39.16	45.483333	34.3	7.2125	8.775	35.725	36.45	8.535	0	39.16	8	45	Good
2019-07-09	Hyderabad	15.35	34.76	2.34	10.7	6.72	5.67	0.35	4.2	16.83	25.583333	34.76	5.25	8.4	2.925	13.375	1.4175	17.5	16.83	9	35	Good
2015-04-16	Mumbai	30.21	164.56	17.18	12.22	25.34	37.84	0	1.75	24.24	50.35	143.04	2.1875	31.675	21.475	15.275	9.46	0	24.24	8	143	Moderate
2019-01-27	Bengaluru	40.56	87.62	5.89	26	24.5	14.06	0.8	5.16	55.36	67.6	87.62	6.45	30.625	7.3625	32.5	3.515	40	55.36	9	88	Satisfactory
2017-09-07	Patna	27.78	67.06	13.1	30.93	7.9	7.5	0	5.62	32.88	46.3	67.06	7.025	9.875	16.375	38.6625	1.875	0	32.88	8	67	Satisfactory
2018-07-10	Mumbai	12.8	46.86	13.53	19.41	32.94	57.23	1.19	14.35	34.86	21.333333	46.86	17.9375	41.175	16.9125	24.2625	14.3075	59.5	34.86	9	60	Satisfactory
2018-05-20	Lucknow	157.41	81.14	7.45	45.39	29.22	36.26	0.16	7.18	62.1	328.776923	81.14	8.975	36.525	9.3125	56.7375	9.065	8	62.1	9	329	Very Poor
2020-04-18	Chennai	8.94	117.17	7.43	7.29	11.66	51.15	0.6	5.2	33.46	14.9	111.446667	6.5	14.575	9.2875	9.1125	12.7875	30	33.46	9	111	Moderate
2017-03-21	Patna	98.03	365.67	6.14	8.53	10.68	33.99	1.43	3.4	20.24	226.766667	319.5875	4.25	13.35	7.675	10.6625	8.4975	71.5	20.24	9	320	Very Poor
2018-10-21	Delhi	141.15	294.36	49.17	55.77	71.3	38.07	1.52	20.59	42.61	316.269231	244.36	25.7375	89.125	61.4625	69.7125	9.5175	76	42.61	9	316	Very Poor
2018-05-19	Bengaluru	45.09	94.78	17.64	42.69	34.28	36.24	0.98	4.82	42.52	75.15	94.78	6.025	42.85	22.05	53.3625	9.06	49	42.52	9	95	Satisfactory
2015-02-27	Hyderabad	130.42	163.67	6.07	19.24	25.31	20.09	0.33	4.73	42.19	308.015385	142.446667	5.9125	31.6375	7.5875	24.05	5.0225	16.5	42.19	9	308	Very Poor
2015-07-25	Patna	20.58	97	18.94	14.1	32.97	37.05	1.82	2.63	6.06	34.3	97	3.2875	41.2125	23.675	17.625	9.2625	91	6.06	9	97	Satisfactory
2018-05-30	Lucknow	84.9	80.59	7.4	45.48	29.11	34.3	0.21	6.64	59.9	183	80.59	8.3	36.3875	9.25	56.85	8.575	10.5	59.9	9	183	Moderate
2017-08-30	Mumbai	20.5	90.87	24.34	10.14	7.72	24.58	0	4.41	16.33	34.166667	90.87	5.5125	9.65	30.425	12.675	6.145	0	16.33	8	91	Satisfactory
2018-09-18	Hyderabad	39.68	63.97	5.07	25.48	17.48	14.17	0.45	6.81	21.89	66.133333	63.97	8.5125	21.85	6.3375	31.85	3.5425	22.5	21.89	9	66	Satisfactory
2019-08-24	Mumbai	18.56	49.36	18.39	10.06	27.72	12.42	0.58	9.6	11.89	30.933333	49.36	12	34.65	22.9875	12.575	3.105	29	11.89	9	49	Good
2017-05-06	Delhi	204.56	363.53	126.22	92.19	74.14	37.01	1.5	51.7	43.3	365.046154	316.9125	64.625	92.675	146.22	112.19	9.2525	75	43.3	9	365	Very Poor
2018-09-20	Lucknow	87.71	74.65	9.83	29.55	26.7	32.07	1.17	4.36	23.37	192.366667	74.65	5.45	33.375	12.2875	36.9375	8.0175	58.5	23.37	9	192	Moderate
2016-09-02	Lucknow	39.09	72.41	3.3	22.75	13.01	31.07	1.22	1.68	25.89	65.15	72.41	2.1	16.2625	4.125	28.4375	7.7675	61	25.89	9	72	Satisfactory
2020-06-17	Hyderabad	10.31	20.97	5.89	18.86	13.65	9.94	0.28	5.7	14.37	17.183333	20.97	7.125	17.0625	7.3625	23.575	2.485	14	14.37	9	24	Good
2019-02-27	Mumbai	22.69	109.49	54.48	18.29	72.77	18.55	1.72	7.67	37.63	37.816667	106.326667	9.5875	90.9625	68.1	22.8625	4.6375	86	37.63	9	106	Moderate
2018-09-22	Lucknow	29.47	59.71	7.13	18.33	18.35	32.02	0.87	3.39	14.26	49.116667	59.71	4.2375	22.9375	8.9125	22.9125	8.005	43.5	14.26	9	60	Satisfactory
2015-11-21	Patna	315.16	467.32	167.81	33.24	200.85	6.83	3.67	8.69	23.89	450.123077	446.65	10.8625	220.85	187.81	41.55	1.7075	120.875	23.89	9	450	Severe
2018-08-23	Patna	56.54	62.32	24.62	74.44	34.21	21.4	1.47	24.58	40.26	94.233333	62.32	30.725	42.7625	30.775	93.05	5.35	73.5	40.26	9	94	Satisfactory
2020-02-26	Mumbai	41.03	131.59	17.35	50.32	67.68	21.45	0.75	14.57	46.17	68.383333	121.06	18.2125	84.6	21.6875	62.9	5.3625	37.5	46.17	9	121	Moderate
2016-06-03	Chennai	39.59	296.64	5.51	22.33	6.67	44.94	0.89	6.54	25	65.983333	246.64	8.175	8.3375	6.8875	27.9125	11.235	44.5	25	9	247	Poor
2020-03-26	Hyderabad	29	60.99	7.92	12.23	11.39	9.25	0.37	5.14	29.13	48.333333	60.99	6.425	14.2375	9.9	15.2875	2.3125	18.5	29.13	9	61	Satisfactory
2015-12-08	Bengaluru	46.33	82.86	17.24	44.41	34.36	45.43	1.81	5.81	19.1	77.216667	82.86	7.2625	42.95	21.55	55.5125	11.3575	90.5	19.1	9	90	Satisfactory
2020-06-18	Chennai	23.89	41.27	11.16	17.22	27.99	33.65	1.21	9.99	73.43	39.816667	41.27	12.4875	34.9875	13.95	21.525	8.4125	60.5	73.43	9	73	Satisfactory
2015-07-22	Hyderabad	24.78	85.89	5.75	7	12.75	47.49	0.27	3.08	9.71	41.3	85.89	3.85	15.9375	7.1875	8.75	11.8725	13.5	9.71	9	86	Satisfactory
2015-01-08	Hyderabad	229.9	360.95	10.31	33.02	43.33	38.67	0.44	8.47	35.72	384.538462	313.6875	10.5875	54.1625	12.8875	41.275	9.6675	22	35.72	9	385	Very Poor
2015-12-22	Chennai	56.1	391.9	10.67	16.39	27.63	352.89	1.76	1.49	36.75	93.5	352.375	1.8625	34.5375	13.3375	20.4875	88.2225	88	36.75	9	352	Very Poor
2018-08-06	Chennai	60.81	131.76	9.93	22.73	17.71	16.64	0.83	5.49	17.12	102.7	121.173333	6.8625	22.1375	12.4125	28.4125	4.16	41.5	17.12	9	121	Moderate
2015-11-24	Bengaluru	20.35	33.97	7.76	20.64	24.75	26.98	1.36	2.59	7.77	33.916667	33.97	3.2375	30.9375	9.7	25.8	6.745	68	7.77	9	68	Satisfactory
2017-06-23	Patna	24.53	160.22	8.5	19.39	15.31	5.32	0	7.02	29.81	40.883333	140.146667	8.775	19.1375	10.625	24.2375	1.33	0	29.81	8	140	Moderate
2020-02-25	Hyderabad	42.14	107.78	10.13	28.15	21.56	20.99	0.46	8.89	31.4	70.233333	105.186667	11.1125	26.95	12.6625	35.1875	5.2475	23	31.4	9	105	Moderate
2020-01-21	Chennai	44.91	60.17	8.14	22.62	30.54	50	0.8	18.22	31.09	74.85	60.17	22.775	38.175	10.175	28.275	12.5	40	31.09	9	75	Satisfactory
2017-05-12	Lucknow	99.51	500.59	7.38	38.81	6.24	11.61	1.33	3.7	70.2	231.7	488.2375	4.625	7.8	9.225	48.5125	2.9025	66.5	70.2	9	488	Severe
2015-05-07	Lucknow	29.69	343.12	2.92	16.32	4.3	18.01	2.19	11.86	43.82	49.483333	293.12	14.825	5.375	3.65	20.4	4.5025	102.375	43.82	9	293	Poor

Subsets and Splits