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GVJahnavi
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CityDay

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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
2016-09-15	Delhi	79.99	198.81	21.15	54.73	69.82	28.2	1.26	11.6	77.97	166.633333	165.873333	14.5	87.275	26.4375	68.4125	7.05	63	77.97	9	167	Moderate
2019-05-14	Bengaluru	31.91	88.8	6.66	24.31	24.52	15.95	0.92	5.41	50.77	53.183333	88.8	6.7625	30.65	8.325	30.3875	3.9875	46	50.77	9	89	Satisfactory
2017-08-05	Mumbai	20.34	64.87	23.68	21.63	8.68	7.81	0	5.32	38.87	33.9	64.87	6.65	10.85	29.6	27.0375	1.9525	0	38.87	8	65	Satisfactory
2017-06-28	Hyderabad	8.84	29.13	6.69	14.13	5.9	3.78	0.09	13.04	31.16	14.733333	29.13	16.3	7.375	8.3625	17.6625	0.945	4.5	31.16	9	31	Good
2016-10-18	Delhi	161.49	352.64	80.88	95.27	118.3	39.9	1.6	22.25	101	331.915385	303.3	27.8125	138.3	100.88	115.27	9.975	80	101.470588	9	332	Very Poor
2015-12-25	Hyderabad	74.08	94	4.72	8.91	12.19	10.42	0.91	11.36	72.53	146.933333	94	14.2	15.2375	5.9	11.1375	2.605	45.5	72.53	9	147	Moderate
2015-03-14	Bengaluru	null	null	12.44	20.58	19.72	1.12	18.28	19.64	49.53	0	0	24.55	24.65	15.55	25.725	0.28	307.529412	49.53	7	null	Moderate
2015-07-23	Delhi	34.02	81.25	11.59	39.98	116.55	33.95	2.42	16.71	49.72	56.7	81.25	20.8875	136.55	14.4875	49.975	8.4875	105.25	49.72	9	137	Moderate
2015-05-24	Lucknow	39.74	251.52	3.34	11.67	3.55	5.01	2.21	15.78	28.93	66.233333	201.52	19.725	4.4375	4.175	14.5875	1.2525	102.625	28.93	9	202	Poor
2020-06-13	Chennai	20.76	35.25	10.37	11.16	21.63	34.03	1.01	5.77	51.41	34.6	35.25	7.2125	27.0375	12.9625	13.95	8.5075	50.5	51.41	9	51	Satisfactory
2016-05-28	Patna	415.43	36.26	14.39	18.96	31.95	21.36	1.15	9.88	28.5	527.253846	36.26	12.35	39.9375	17.9875	23.7	5.34	57.5	28.5	9	527	Severe
2015-06-18	Lucknow	34.61	268.84	2.27	10.34	4.22	8.31	2.46	10.54	57.06	57.683333	218.84	13.175	5.275	2.8375	12.925	2.0775	105.75	57.06	9	219	Poor
2017-04-22	Hyderabad	53.51	173.04	12.27	42.5	13.91	36.91	0.19	19.01	42.89	89.183333	148.693333	23.7625	17.3875	15.3375	53.125	9.2275	9.5	42.89	9	149	Moderate
2016-03-28	Mumbai	64.25	110.31	6.62	40.51	24.33	27.83	0	4.33	55.42	114.166667	106.873333	5.4125	30.4125	8.275	50.6375	6.9575	0	55.42	8	114	Moderate
2015-05-04	Hyderabad	45	326.71	7.24	17.31	24.32	31.33	0.74	9.03	42.93	75	276.71	11.2875	30.4	9.05	21.6375	7.8325	37	42.93	9	277	Poor
2015-10-31	Bengaluru	25.77	null	1.83	23.3	16.35	49.74	2.63	3.37	14.45	42.95	0	4.2125	20.4375	2.2875	29.125	12.435	107.875	14.45	8	108	Moderate
2018-11-21	Bengaluru	33.31	71.11	11.66	28.34	32.46	16.38	1.02	5.74	21.91	55.516667	71.11	7.175	40.575	14.575	35.425	4.095	51	21.91	9	71	Satisfactory
2016-05-09	Hyderabad	50.76	82.05	7.79	33.2	33.14	35.16	1.27	5.84	41.24	84.6	82.05	7.3	41.425	9.7375	41.5	8.79	63.5	41.24	9	85	Satisfactory
2015-08-04	Patna	54.46	136.88	14.67	9.12	23.85	33.16	1.9	3.92	5.56	90.766667	124.586667	4.9	29.8125	18.3375	11.4	8.29	95	5.56	9	125	Moderate
2019-10-21	Delhi	115.16	235	34.79	51.05	55.42	31.9	1.3	11.11	36.8	283.866667	190	13.8875	69.275	43.4875	63.8125	7.975	65	36.8	9	284	Poor
2017-07-13	Delhi	22.44	95.74	25.51	21.59	4.86	28.03	0	4.45	17.01	37.4	95.74	5.5625	6.075	31.8875	26.9875	7.0075	0	17.01	8	96	Satisfactory
2015-09-30	Hyderabad	158.15	155.26	1.85	8.66	10.29	29.39	0.41	1.39	20.48	329.346154	136.84	1.7375	12.8625	2.3125	10.825	7.3475	20.5	20.48	9	329	Very Poor
2016-08-27	Hyderabad	32.56	66.91	1.82	23.07	0	40.27	0	3.66	10.76	54.266667	66.91	4.575	0	2.275	28.8375	10.0675	0	10.76	7	67	Satisfactory
2019-10-29	Patna	202.96	78	18.22	26.12	17.68	31.7	2.17	69.38	63.16	363.815385	78	86.725	22.1	22.775	32.65	7.925	102.125	63.16	9	364	Very Poor
2015-04-11	Hyderabad	42.88	234.65	14.84	17.22	32.06	34.01	0.87	8.13	32.93	71.466667	189.766667	10.1625	40.075	18.55	21.525	8.5025	43.5	32.93	9	190	Moderate
2019-10-05	Patna	65.32	40.58	28.39	85.02	39.17	12.44	1.8	52.3	15.35	117.733333	40.58	65.375	48.9625	35.4875	105.02	3.11	90	15.35	9	118	Moderate
2017-06-10	Lucknow	99.83	91.96	5.37	18.44	6.24	41.51	4.39	4.58	35.01	232.766667	91.96	5.725	7.8	6.7125	23.05	10.3775	129.875	35.01	9	233	Poor
2019-08-01	Hyderabad	10.31	22.89	3.84	14.94	10.97	6.75	0.42	6.72	14.78	17.183333	22.89	8.4	13.7125	4.8	18.675	1.6875	21	14.78	9	23	Good
2018-02-08	Bengaluru	35.48	87.19	13.58	45.34	32.12	94.19	1.1	4.2	27.4	59.133333	87.19	5.25	40.15	16.975	56.675	23.5475	55	27.4	9	87	Satisfactory
2016-05-01	Hyderabad	46.08	107.77	9.55	31.1	28.46	29.73	0.49	6.57	40.05	76.8	105.18	8.2125	35.575	11.9375	38.875	7.4325	24.5	40.05	9	105	Moderate
2018-02-16	Hyderabad	51.84	116.94	8.45	51.24	33.77	20.48	0.81	17.02	41.68	86.4	111.293333	21.275	42.2125	10.5625	64.05	5.12	40.5	41.68	9	111	Moderate
2015-08-22	Delhi	46.74	149.06	26.74	40.28	61.52	28.2	0.9	9.56	52.48	77.9	132.706667	11.95	76.9	33.425	50.35	7.05	45	52.48	9	133	Moderate
2018-11-02	Hyderabad	34.07	76.12	8.83	37.54	25.92	11.79	0.56	6.15	19.95	56.783333	76.12	7.6875	32.4	11.0375	46.925	2.9475	28	19.95	9	76	Satisfactory
2017-06-15	Chennai	48.23	30.33	5.56	10.37	8.1	54.71	0.03	3.58	35.61	80.383333	30.33	4.475	10.125	6.95	12.9625	13.6775	1.5	35.61	9	80	Satisfactory
2016-12-17	Lucknow	273.9	143.58	37.24	47.51	0	23.44	2.02	9.53	34.64	418.384615	129.053333	11.9125	0	46.55	59.3875	5.86	100.25	34.64	8	418	Severe
2016-10-14	Delhi	94.83	303.27	90.53	87.15	111.96	29.54	1.31	20.72	87.84	216.1	253.27	25.9	131.96	110.53	107.15	7.385	65.5	87.84	9	253	Poor
2017-11-21	Lucknow	171.74	87.99	11.57	48.07	34.77	55.5	1	6.62	69.72	339.8	87.99	8.275	43.4625	14.4625	60.0875	13.875	50	69.72	9	340	Very Poor
2018-12-28	Bengaluru	68.37	111.01	9.44	31.77	32	17.22	0.91	6.12	57.62	127.9	107.34	7.65	40	11.8	39.7125	4.305	45.5	57.62	9	128	Moderate
2016-08-18	Bengaluru	39.14	63.13	4.93	15.46	4.7	40.66	0.52	2.72	21.74	65.233333	63.13	3.4	5.875	6.1625	19.325	10.165	26	21.74	9	65	Satisfactory
2016-09-05	Patna	76.12	246.81	29.89	22.33	52.14	40.48	1.72	6.78	12.04	153.733333	197.873333	8.475	65.175	37.3625	27.9125	10.12	86	12.04	9	198	Moderate
2019-06-17	Delhi	40.18	137.08	13.34	27.51	26.75	26.8	0.89	11.07	40.56	66.966667	124.72	13.8375	33.4375	16.675	34.3875	6.7	44.5	40.56	9	125	Moderate
2020-01-19	Bengaluru	26.66	59.29	5.34	23.43	25.93	13.36	0.96	5.8	29.97	44.433333	59.29	7.25	32.4125	6.675	29.2875	3.34	48	29.97	9	59	Satisfactory
2018-12-16	Chennai	55.49	252.01	8.6	14.61	22.21	24.23	0.77	8.78	46.55	92.483333	202.01	10.975	27.7625	10.75	18.2625	6.0575	38.5	46.55	9	202	Poor
2019-06-29	Lucknow	108.96	34.34	14.11	26.17	25.04	15.11	1.23	4.7	33.39	263.2	34.34	5.875	31.3	17.6375	32.7125	3.7775	61.5	33.39	9	263	Poor
2015-06-18	Mumbai	45.43	268.84	8.33	94.25	23.16	8.31	0	9.31	36.26	75.716667	218.84	11.6375	28.95	10.4125	114.25	2.0775	0	36.26	8	219	Poor
2017-05-06	Hyderabad	38.11	89.14	5.12	25.56	7.62	24.02	0.11	11.54	50.37	63.516667	89.14	14.425	9.525	6.4	31.95	6.005	5.5	50.37	9	89	Satisfactory
2018-10-18	Chennai	31.6	55.23	12.48	17.18	29.65	61.61	0.94	6.33	18.73	52.666667	55.23	7.9125	37.0625	15.6	21.475	15.4025	47	18.73	9	55	Satisfactory
2017-11-03	Mumbai	114.19	239.73	10.34	29.41	46.54	26.64	0	15.29	9.27	280.633333	193.153333	19.1125	58.175	12.925	36.7625	6.66	0	9.27	8	281	Poor
2017-03-27	Hyderabad	57.61	144.64	9.53	39.4	10.9	17.01	0.16	13.08	66.96	96.016667	129.76	16.35	13.625	11.9125	49.25	4.2525	8	66.96	9	130	Moderate
2019-08-17	Delhi	10.24	19.51	14.08	19.1	24.77	25.82	0.81	7.67	16.51	17.066667	19.51	9.5875	30.9625	17.6	23.875	6.455	40.5	16.51	9	40	Good
2016-03-07	Hyderabad	38.93	85.11	5.41	8.1	12.18	10.3	0.77	5.48	40.82	64.883333	85.11	6.85	15.225	6.7625	10.125	2.575	38.5	40.82	9	85	Satisfactory
2017-01-14	Patna	220.1	114.17	24.91	29.58	55.47	36.49	2.47	15.99	18.1	377	109.446667	19.9875	69.3375	31.1375	36.975	9.1225	105.875	18.1	9	377	Very Poor
2017-06-27	Delhi	36.62	286.38	16.9	54.02	6.56	37.64	0	5.31	31.88	61.033333	236.38	6.6375	8.2	21.125	67.525	9.41	0	31.88	8	236	Poor
2018-04-02	Mumbai	37.91	96.92	8.95	44.77	62.32	29.9	1.27	5.28	90.35	63.183333	96.92	6.6	77.9	11.1875	55.9625	7.475	63.5	90.35	9	97	Satisfactory
2015-07-11	Mumbai	19.08	41.31	2.03	19.45	19.28	42.6	0	2.39	31.75	31.8	41.31	2.9875	24.1	2.5375	24.3125	10.65	0	31.75	8	41	Good
2017-04-26	Patna	61.48	178.52	2.39	42.65	8.85	34.01	0.06	3.86	26.72	104.933333	152.346667	4.825	11.0625	2.9875	53.3125	8.5025	3	26.72	9	152	Moderate
2018-09-07	Mumbai	27.31	67.46	14.55	31.49	46.03	19.09	0.97	15.23	39.31	45.516667	67.46	19.0375	57.5375	18.1875	39.3625	4.7725	48.5	39.31	9	67	Satisfactory
2018-12-10	Delhi	264.63	453.77	89.36	66.58	121.45	55.63	2.75	16.74	42.51	411.253846	429.7125	20.925	141.45	109.36	83.225	13.9075	109.375	42.51	9	430	Severe
2018-05-08	Hyderabad	43.05	110.15	4.18	43.5	27.32	17.7	0.97	7.8	46.9	71.75	106.766667	9.75	34.15	5.225	54.375	4.425	48.5	46.9	9	107	Moderate
2017-02-20	Mumbai	53.85	157.84	152.15	29.67	82.63	22.25	0	22.31	110.71	89.75	138.56	27.8875	102.63	172.15	37.0875	5.5625	0	115.75	8	172	Moderate
2016-01-17	Delhi	179.48	268.5	24.14	58.56	75.29	35.01	1.45	15.89	78.01	345.753846	218.5	19.8625	94.1125	30.175	73.2	8.7525	72.5	78.01	9	346	Very Poor
2016-05-19	Mumbai	41.25	219.01	11.17	15.97	14.48	7.22	0	3.58	85.76	68.75	179.34	4.475	18.1	13.9625	19.9625	1.805	0	85.76	8	179	Moderate
2017-01-02	Delhi	247.79	440.18	221.03	95.55	80.85	66.57	1.47	22.29	47.86	398.3	412.725	27.8625	100.85	241.03	115.55	16.6425	73.5	47.86	9	413	Severe
2015-10-21	Delhi	158.04	265.39	23.76	46.9	69.79	37.48	2.98	15.64	79.5	329.261538	215.39	19.55	87.2375	29.7	58.625	9.37	112.25	79.5	9	329	Very Poor
2019-08-05	Lucknow	38.05	104.96	7.15	21.92	17.4	11.18	1.36	5.58	37.16	63.416667	103.306667	6.975	21.75	8.9375	27.4	2.795	68	37.16	9	103	Moderate
2020-02-23	Chennai	28.75	53.6	5.3	8.88	13.32	104.04	0.72	18.19	26.85	47.916667	53.6	22.7375	16.65	6.625	11.1	26.01	36	26.85	9	54	Satisfactory
2019-09-06	Mumbai	7.6	29.36	12.54	10.81	23.05	11.7	0.57	10.93	9.62	12.666667	29.36	13.6625	28.8125	15.675	13.5125	2.925	28.5	9.62	9	29	Good
2018-11-18	Delhi	166.43	313.67	68.53	61.82	92.64	44.39	2	16.29	39.51	335.715385	263.67	20.3625	112.64	85.6625	77.275	11.0975	100	39.51	9	336	Very Poor
2019-08-31	Mumbai	11.53	42.24	23.87	11.28	34.6	15.21	0.63	11.18	8.93	19.216667	42.24	13.975	43.25	29.8375	14.1	3.8025	31.5	8.93	9	43	Good
2020-01-22	Bengaluru	28.25	71.37	6.1	30.62	31.73	14.77	1.23	6.35	32.1	47.083333	71.37	7.9375	39.6625	7.625	38.275	3.6925	61.5	32.1	9	71	Satisfactory
2017-04-14	Chennai	45.09	155.57	4.29	9.21	9.53	24.12	0.03	4.65	19.26	75.15	137.046667	5.8125	11.9125	5.3625	11.5125	6.03	1.5	19.26	9	137	Moderate
2017-05-07	Delhi	220.77	376.33	150.24	92.34	91.72	41.82	2.08	45.39	42.33	377.515385	332.9125	56.7375	111.72	170.24	112.34	10.455	101	42.33	9	378	Very Poor
2020-06-04	Chennai	18.5	76.53	7.75	8.64	15.78	42.17	1.05	4.05	60.66	30.833333	76.53	5.0625	19.725	9.6875	10.8	10.5425	52.5	60.66	9	77	Satisfactory
2019-03-27	Chennai	33.41	127.47	7.09	13.74	22.99	2.79	0.92	6.04	37.94	55.683333	118.313333	7.55	28.7375	8.8625	17.175	0.6975	46	37.94	9	118	Moderate
2018-12-09	Patna	258.02	131.2	22.99	19.66	18.96	38.86	2.3	46.42	24.21	406.169231	120.8	58.025	23.7	28.7375	24.575	9.715	103.75	24.21	9	406	Severe
2016-10-20	Lucknow	142.65	106.2	37.32	60.91	6.24	15.14	2.16	8.57	26.96	317.423077	104.133333	10.7125	7.8	46.65	76.1375	3.785	102	26.96	9	317	Very Poor
2019-01-06	Bengaluru	56.8	105.51	9.68	35.73	36.84	22.58	0.89	6.36	64.29	94.666667	103.673333	7.95	46.05	12.1	44.6625	5.645	44.5	64.29	9	104	Moderate
2018-03-05	Patna	106.56	94.71	5.4	12.81	6.73	38.32	1.47	35.41	79.78	255.2	94.71	44.2625	8.4125	6.75	16.0125	9.58	73.5	79.78	9	255	Poor
2015-05-12	Delhi	96.34	293.26	11.54	43.04	48.09	52.21	6.27	10.84	83.43	221.133333	243.26	13.55	60.1125	14.425	53.8	13.0525	153.375	83.43	9	243	Poor
2017-06-26	Delhi	51.52	359.19	20.96	53.97	7.09	38.93	0	5.22	23.89	85.866667	311.4875	6.525	8.8625	26.2	67.4625	9.7325	0	23.89	8	311	Very Poor
2019-12-16	Hyderabad	50.84	100.38	8.91	39.89	27.36	14.67	0.75	5.05	25.47	84.733333	100.253333	6.3125	34.2	11.1375	49.8625	3.6675	37.5	25.47	9	100	Satisfactory
2018-10-05	Bengaluru	13.99	40.41	15.24	19.47	29.23	14.61	0.78	6.96	11.69	23.316667	40.41	8.7	36.5375	19.05	24.3375	3.6525	39	11.69	9	40	Good
2017-04-07	Patna	96.7	543	4.6	11.34	15.94	14.76	1.5	3.97	9.87	222.333333	541.25	4.9625	19.925	5.75	14.175	3.69	75	9.87	9	541	Severe
2019-06-22	Patna	33.43	45.48	27.12	62.72	30.12	12.89	1.63	41.78	40.62	55.716667	45.48	52.225	37.65	33.9	78.4	3.2225	81.5	40.62	9	82	Satisfactory
2017-12-04	Hyderabad	70.47	119.15	6.46	37.31	24.68	14.3	0.78	12.21	67.63	134.9	112.766667	15.2625	30.85	8.075	46.6375	3.575	39	67.63	9	135	Moderate
2020-02-13	Bengaluru	37.67	86.81	9.5	37.32	38.56	12.15	1.06	7.06	34.92	62.783333	86.81	8.825	48.2	11.875	46.65	3.0375	53	34.92	9	87	Satisfactory
2016-12-01	Chennai	74.73	137.86	4.26	27.91	15.98	79.35	0.04	2.65	41.61	149.1	125.24	3.3125	19.975	5.325	34.8875	19.8375	2	41.61	9	149	Moderate
2019-09-11	Lucknow	45.2	51.62	8.59	17.89	17.54	29.65	1.03	5.05	34.3	75.333333	51.62	6.3125	21.925	10.7375	22.3625	7.4125	51.5	34.3	9	75	Satisfactory
2016-01-29	Bengaluru	87.02	83.23	7.3	36.39	23.82	22.43	1.12	3.02	26.32	190.066667	83.23	3.775	29.775	9.125	45.4875	5.6075	56	26.32	9	190	Moderate
2020-03-16	Lucknow	51.06	190.49	27.17	24.55	34.29	22.2	1.08	5.95	31.11	85.1	160.326667	7.4375	42.8625	33.9625	30.6875	5.55	54	31.11	9	160	Moderate
2017-12-06	Hyderabad	51.81	85.9	6	30.32	20.6	13.05	0.72	13.15	48.64	86.35	85.9	16.4375	25.75	7.5	37.9	3.2625	36	48.64	9	86	Satisfactory
2020-05-06	Patna	17.95	82.85	71.43	15.13	44.36	8.18	0.44	10.27	49.34	29.916667	82.85	12.8375	55.45	89.2875	18.9125	2.045	22	49.34	9	89	Satisfactory
2015-06-25	Lucknow	37.82	62.38	2.21	8.84	5.44	50.86	1.57	11.23	45.13	63.033333	62.38	14.0375	6.8	2.7625	11.05	12.715	78.5	45.13	9	78	Satisfactory
2019-06-04	Hyderabad	24.01	54.95	1.65	23.84	13.87	12.54	0.42	4.5	49.99	40.016667	54.95	5.625	17.3375	2.0625	29.8	3.135	21	49.99	9	55	Satisfactory
2017-11-22	Patna	210.4	46.73	20.28	115.89	42.31	55.77	1.37	20.66	102.94	369.538462	46.73	25.825	52.8875	25.35	135.89	13.9425	68.5	104.323529	9	370	Very Poor
2015-11-16	Patna	279.32	323.56	57.92	24.69	82.28	3.52	2.32	5.42	10.85	422.553846	273.56	6.775	102.28	72.4	30.8625	0.88	104	10.85	9	423	Severe
2019-07-25	Delhi	22.79	63.51	16.78	33.52	33.55	37.17	0.94	8.76	22.78	37.983333	63.51	10.95	41.9375	20.975	41.9	9.2925	47	22.78	9	64	Satisfactory
2015-09-10	Patna	60.29	184.78	16.47	17.68	33.98	25.26	1.84	5.98	9.58	100.966667	156.52	7.475	42.475	20.5875	22.1	6.315	92	9.58	9	157	Moderate
2019-01-22	Hyderabad	47.29	93.9	5.79	33.37	21.82	15.8	0.46	5.3	32.82	78.816667	93.9	6.625	27.275	7.2375	41.7125	3.95	23	32.82	9	94	Satisfactory
2019-05-03	Chennai	30.39	149.1	7.84	14.41	20.99	12.12	0.99	5.91	25.11	50.65	132.733333	7.3875	26.2375	9.8	18.0125	3.03	49.5	25.11	9	133	Moderate