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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
2017-05-05	Chennai	40.54	429.32	4.86	10.08	10.75	31	0.01	7.89	20.81	67.566667	399.15	9.8625	13.4375	6.075	12.6	7.75	0.5	20.81	9	399	Very Poor
2018-05-01	Mumbai	43.83	133.09	11.11	18.64	28.5	23.01	0.59	50.23	45.47	73.05	122.06	62.7875	35.625	13.8875	23.3	5.7525	29.5	45.47	9	122	Moderate
2015-08-31	Delhi	51.67	220.14	24.52	32.53	57.84	23	0.96	12.77	60.73	86.116667	180.093333	15.9625	72.3	30.65	40.6625	5.75	48	60.73	9	180	Moderate
2016-11-06	Hyderabad	65.76	104.57	9.87	25.01	9.76	13.96	0.36	31.29	66.89	119.2	103.046667	39.1125	12.2	12.3375	31.2625	3.49	18	66.89	9	119	Moderate
2017-03-31	Delhi	91.19	285.69	76.66	84.22	56.29	67.36	0.41	20.48	22.61	203.966667	235.69	25.6	70.3625	95.825	104.22	16.84	20.5	22.61	9	236	Poor
2018-07-09	Patna	33.32	36.37	24.99	94.98	39.75	22.46	1.17	58.78	63.43	55.533333	36.37	73.475	49.6875	31.2375	114.98	5.615	58.5	63.43	9	115	Moderate
2018-05-24	Mumbai	22.76	88.41	4.43	57.51	28.02	13.99	1.19	20.43	50.68	37.933333	88.41	25.5375	35.025	5.5375	71.8875	3.4975	59.5	50.68	9	88	Satisfactory
2015-11-04	Chennai	41.8	401.49	10.68	13.77	15.7	60.9	2.03	8.37	39.61	69.666667	364.3625	10.4625	19.625	13.35	17.2125	15.225	100.375	39.61	9	364	Very Poor
2018-01-16	Bengaluru	41.35	99.23	7.45	41.68	26.35	36.95	0.92	3.47	59.88	68.916667	99.23	4.3375	32.9375	9.3125	52.1	9.2375	46	59.88	9	99	Satisfactory
2017-08-12	Chennai	42.11	61.7	5.87	11.83	8.88	6.12	0	4.45	18.79	70.183333	61.7	5.5625	11.1	7.3375	14.7875	1.53	0	18.79	8	70	Satisfactory
2018-12-18	Lucknow	145.81	339.38	26.41	50.78	47.69	45.99	2.03	7.36	23.91	319.853846	289.38	9.2	59.6125	33.0125	63.475	11.4975	100.375	23.91	9	320	Very Poor
2019-01-28	Chennai	18.58	104.9	5.36	10.43	15.61	65.01	0.99	16.53	33.89	30.966667	103.266667	20.6625	19.5125	6.7	13.0375	16.2525	49.5	33.89	9	103	Moderate
2018-06-15	Chennai	66.88	86.25	8.69	21.03	15.94	21.96	0.82	5.95	31.37	122.933333	86.25	7.4375	19.925	10.8625	26.2875	5.49	41	31.37	9	123	Moderate
2015-04-09	Chennai	66.72	148.17	12.08	16.79	15.37	12.76	5.14	4.31	22.29	122.4	132.113333	5.3875	19.2125	15.1	20.9875	3.19	139.25	22.29	9	139	Moderate
2019-03-01	Bengaluru	58.18	125.3	13.52	44.64	44.92	19.94	1.05	4.93	53.3	96.966667	116.866667	6.1625	56.15	16.9	55.8	4.985	52.5	53.3	9	117	Moderate
2019-01-08	Bengaluru	60.04	106.76	19.73	49.33	56.53	26.12	1.06	7.64	47.42	100.133333	104.506667	9.55	70.6625	24.6625	61.6625	6.53	53	47.42	9	105	Moderate
2018-04-26	Patna	68.43	58.53	14.48	72.06	28	54.19	0.98	50.34	98.62	128.1	58.53	62.925	35	18.1	90.075	13.5475	49	98.62	9	128	Moderate
2016-10-04	Mumbai	34.06	35.51	31.3	78.18	13.8	55.41	0	9.15	23.06	56.766667	35.51	11.4375	17.25	39.125	97.725	13.8525	0	23.06	8	98	Satisfactory
2018-06-17	Bengaluru	17.38	42.66	9.08	15.39	18.77	65.85	1.06	3.83	8.71	28.966667	42.66	4.7875	23.4625	11.35	19.2375	16.4625	53	8.71	9	53	Satisfactory
2017-07-18	Lucknow	46.12	82.75	16.12	26.27	4.97	26.88	1.44	3.5	15.11	76.866667	82.75	4.375	6.2125	20.15	32.8375	6.72	72	15.11	9	83	Satisfactory
2016-09-09	Lucknow	67.75	55.92	3.12	44.96	17.14	27.06	1.16	1.81	45.89	125.833333	55.92	2.2625	21.425	3.9	56.2	6.765	58	45.89	9	126	Moderate
2017-03-04	Lucknow	89.16	75.22	9.63	29.14	7.66	39.3	1.43	6.16	63.27	197.2	75.22	7.7	9.575	12.0375	36.425	9.825	71.5	63.27	9	197	Moderate
2017-12-14	Bengaluru	161.35	73.5	16.43	43.69	34.18	56.03	0.94	3.71	42.19	331.807692	73.5	4.6375	42.725	20.5375	54.6125	14.0075	47	42.19	9	332	Very Poor
2016-08-27	Delhi	56.56	66.91	7.36	20.84	20.11	40.27	0.36	7.91	26.55	94.266667	66.91	9.8875	25.1375	9.2	26.05	10.0675	18	26.55	9	94	Satisfactory
2017-07-27	Patna	24.42	49	23.71	31.02	9.5	26.74	12.12	4.42	13.47	40.7	49	5.525	11.875	29.6375	38.775	6.685	230.285714	13.47	9	230	Poor
2016-11-19	Lucknow	331.04	98.96	74.46	88.03	6.24	55.83	2.89	4.25	70.68	462.338462	98.96	5.3125	7.8	93.075	108.03	13.9575	111.125	70.68	9	462	Severe
2015-06-05	Mumbai	43.62	241.67	16.05	62.63	30.52	18.87	0	8.09	43.72	72.7	194.446667	10.1125	38.15	20.0625	78.2875	4.7175	0	43.72	8	194	Moderate
2016-02-14	Delhi	103.57	177.49	21.11	61.73	71.42	35.13	1.11	29.71	89.22	245.233333	151.66	37.1375	89.275	26.3875	77.1625	8.7825	55.5	89.22	9	245	Poor
2018-04-12	Bengaluru	36.82	64.13	5.74	26.2	39.18	30.16	0.9	3.24	38.29	61.366667	64.13	4.05	48.975	7.175	32.75	7.54	45	38.29	9	64	Satisfactory
2019-08-18	Mumbai	11.37	52.68	20.6	8.69	29.22	8.62	0.55	7.38	11.22	18.95	52.68	9.225	36.525	25.75	10.8625	2.155	27.5	11.22	9	53	Satisfactory
2015-11-21	Delhi	293.73	467.32	102.06	97.76	144.12	63.08	2.96	23.06	114.3	433.638462	446.65	28.825	164.12	122.06	117.76	15.77	112	121.029412	9	447	Severe
2017-05-31	Bengaluru	22.87	77.5	4.43	27.67	0	23.73	0.17	3.09	9.92	38.116667	77.5	3.8625	0	5.5375	34.5875	5.9325	8.5	9.92	8	78	Satisfactory
2018-10-17	Hyderabad	41.03	53.89	6.99	34.67	23.8	12.6	0.58	4.21	19.11	68.383333	53.89	5.2625	29.75	8.7375	43.3375	3.15	29	19.11	9	68	Satisfactory
2019-09-05	Delhi	33.9	90.44	9.99	29.09	25.41	33.31	0.97	9.25	28.87	56.5	90.44	11.5625	31.7625	12.4875	36.3625	8.3275	48.5	28.87	9	90	Satisfactory
2016-04-06	Chennai	70.13	202.91	8.66	10.91	12.32	116.99	1.29	3.68	24.49	133.766667	168.606667	4.6	15.4	10.825	13.6375	29.2475	64.5	24.49	9	169	Moderate
2015-10-16	Patna	87.82	301.61	73.26	30.75	103.79	7.46	1.25	5.53	10.58	192.733333	251.61	6.9125	123.79	91.575	38.4375	1.865	62.5	10.58	9	252	Poor
2017-08-23	Chennai	36.03	75.76	7.72	15.48	11.02	22.33	0.63	5.59	14.83	60.05	75.76	6.9875	13.775	9.65	19.35	5.5825	31.5	14.83	9	76	Satisfactory
2020-03-16	Hyderabad	27.86	68.18	10.8	28.5	22.5	18.46	0.53	4.57	19.88	46.433333	68.18	5.7125	28.125	13.5	35.625	4.615	26.5	19.88	9	68	Satisfactory
2017-07-05	Lucknow	30.74	37	7.62	13.2	0	3.23	1.09	3	22.87	51.233333	37	3.75	0	9.525	16.5	0.8075	54.5	22.87	8	54	Satisfactory
2019-01-03	Bengaluru	48.86	96.42	16.74	46.55	51.87	29.72	1.01	8.15	46.4	81.433333	96.42	10.1875	64.8375	20.925	58.1875	7.43	50.5	46.4	9	96	Satisfactory
2015-12-29	Mumbai	159.67	325.05	20.76	54.12	93.76	24.83	0	5.87	82.69	330.515385	275.05	7.3375	113.76	25.95	67.65	6.2075	0	82.69	8	331	Very Poor
2019-05-26	Hyderabad	49.91	144.06	7.15	44.65	29.48	16.25	0.82	9.65	36.25	83.183333	129.373333	12.0625	36.85	8.9375	55.8125	4.0625	41	36.25	9	129	Moderate
2019-10-24	Bengaluru	12.57	46.46	4.34	15.8	16.05	12.27	0.76	6.39	21.49	20.95	46.46	7.9875	20.0625	5.425	19.75	3.0675	38	21.49	9	46	Good
2017-02-18	Bengaluru	47.56	99.64	12.85	80.24	0	22.95	1.08	9.22	30.24	79.266667	99.64	11.525	0	16.0625	100.24	5.7375	54	30.24	8	100	Satisfactory
2019-11-20	Mumbai	91.86	171.91	29.09	51.64	80.72	19.47	1.22	10.92	33.38	206.2	147.94	13.65	100.72	36.3625	64.55	4.8675	61	33.38	9	206	Poor
2019-02-28	Patna	46.41	180.46	18.64	72.99	30.21	16.52	0.9	36.22	65.32	77.35	153.64	45.275	37.7625	23.3	91.2375	4.13	45	65.32	9	154	Moderate
2020-04-16	Bengaluru	25.27	42.7	2.65	12.73	13.63	9.91	0.73	6.55	43.3	42.116667	42.7	8.1875	17.0375	3.3125	15.9125	2.4775	36.5	43.3	9	43	Good
2016-04-08	Bengaluru	34.18	318.02	3.97	17.37	11.52	19.5	1.03	2.2	58.76	56.966667	268.02	2.75	14.4	4.9625	21.7125	4.875	51.5	58.76	9	268	Poor
2015-07-10	Delhi	47.68	95.1	26.94	46.71	173.98	53.64	1.26	8.97	35.79	79.466667	95.1	11.2125	193.98	33.675	58.3875	13.41	63	35.79	9	194	Moderate
2019-04-15	Mumbai	20.7	84.28	32.61	28.62	61.23	11.56	1.88	22.74	35.39	34.5	84.28	28.425	76.5375	40.7625	35.775	2.89	94	35.39	9	94	Satisfactory
2018-10-16	Delhi	139.18	342.5	84.92	64.18	100.51	43.63	2.2	19.19	54.38	314.753846	292.5	23.9875	120.51	104.92	80.225	10.9075	102.5	54.38	9	315	Very Poor
2015-10-21	Bengaluru	42.64	null	2.42	21.57	19.75	20.88	1.14	2.14	14.4	71.066667	0	2.675	24.6875	3.025	26.9625	5.22	57	14.4	8	71	Satisfactory
2017-12-14	Patna	127.78	120.92	27.74	114.96	47.53	149.76	1.64	59.67	54.55	305.984615	113.946667	74.5875	59.4125	34.675	134.96	37.44	82	54.55	9	306	Very Poor
2017-04-19	Hyderabad	57.04	157.84	8.37	27.79	8.08	30.84	0.14	9.25	50.43	95.066667	138.56	11.5625	10.1	10.4625	34.7375	7.71	7	50.43	9	139	Moderate
2019-03-01	Chennai	114.56	125.3	5.26	11.01	15.91	33.31	0.82	12.89	15.1	281.866667	116.866667	16.1125	19.8875	6.575	13.7625	8.3275	41	15.1	9	282	Poor
2016-11-22	Lucknow	179.82	141.03	7	72.6	6.24	38.16	1.73	3.88	83.59	346.015385	127.353333	4.85	7.8	8.75	90.75	9.54	86.5	83.59	9	346	Very Poor
2017-08-20	Mumbai	22.15	10.54	16.11	30.28	0	4.45	0	2.61	8.87	36.916667	10.54	3.2625	0	20.1375	37.85	1.1125	0	8.87	7	38	Good
2015-02-24	Bengaluru	null	null	13.49	28.8	24.25	17.21	4.78	5.76	40.55	0	0	7.2	30.3125	16.8625	36	4.3025	134.75	40.55	7	null	Moderate
2020-05-18	Bengaluru	16.82	47.84	7.57	12.91	11.92	10.52	0.85	6.14	35.55	28.033333	47.84	7.675	14.9	9.4625	16.1375	2.63	42.5	35.55	9	48	Good
2019-12-17	Patna	147.88	140.23	8.46	8.95	11.64	46.78	1.2	9.23	42.24	321.446154	126.82	11.5375	14.55	10.575	11.1875	11.695	60	42.24	9	321	Very Poor
2015-11-13	Bengaluru	28.22	153.3	5.8	21.5	21.78	27.79	2.09	2.69	34.32	47.033333	135.533333	3.3625	27.225	7.25	26.875	6.9475	101.125	34.32	9	136	Moderate
2015-04-08	Lucknow	36.35	120.2	10.65	28.02	4.64	24.84	2.36	14.49	26.18	60.583333	113.466667	18.1125	5.8	13.3125	35.025	6.21	104.5	26.18	9	113	Moderate
2017-12-23	Mumbai	82.05	170.76	70.66	65.66	129.07	24.8	0	3.62	62.93	173.5	147.173333	4.525	149.07	88.325	82.075	6.2	0	62.93	8	174	Moderate
2018-02-15	Lucknow	148.44	59.31	7.98	25.39	22.13	56.2	0.62	13.72	28	321.876923	59.31	17.15	27.6625	9.975	31.7375	14.05	31	28	9	322	Very Poor
2016-12-07	Patna	196.16	414.27	32.08	32.81	64.88	49.99	2.39	6.42	10.96	358.584615	380.3375	8.025	81.1	40.1	41.0125	12.4975	104.875	10.96	9	380	Very Poor
2019-09-24	Lucknow	34.53	59.47	7.4	22.6	17.82	2.88	1.03	4.99	22.55	57.55	59.47	6.2375	22.275	9.25	28.25	0.72	51.5	22.55	9	59	Satisfactory
2017-09-02	Delhi	20.06	45.86	23.23	26.09	10.33	33.97	0.48	4.76	25	33.433333	45.86	5.95	12.9125	29.0375	32.6125	8.4925	24	25	9	46	Good
2015-06-17	Hyderabad	26.38	271.79	8.43	8.22	16.5	54.26	0.68	8.08	15.3	43.966667	221.79	10.1	20.625	10.5375	10.275	13.565	34	15.3	9	222	Poor
2018-03-12	Delhi	105.29	223.67	28.38	45.32	65.27	42.8	1.18	17.48	44.49	250.966667	182.446667	21.85	81.5875	35.475	56.65	10.7	59	44.49	9	251	Poor
2016-05-24	Mumbai	59.26	103.26	12.6	43.57	19.33	152.88	0	5.62	51.11	98.766667	102.173333	7.025	24.1625	15.75	54.4625	38.22	0	51.11	8	102	Moderate
2017-03-24	Lucknow	187.46	282.88	16.07	41.96	32.77	76.02	2.36	7.5	77.01	351.892308	232.88	9.375	40.9625	20.0875	52.45	19.005	104.5	77.01	9	352	Very Poor
2020-06-27	Chennai	26.42	39.3	7.25	12.96	19.59	33.2	1.1	7.29	68.51	44.033333	39.3	9.1125	24.4875	9.0625	16.2	8.3	55	68.51	9	69	Satisfactory
2017-07-31	Delhi	17.1	90.24	28.26	26.19	5.91	32	0	4.39	10.29	28.5	90.24	5.4875	7.3875	35.325	32.7375	8	0	10.29	8	90	Satisfactory
2016-04-21	Hyderabad	48.65	87.02	4.58	33.5	24.68	23.69	1.3	5.98	36.99	81.083333	87.02	7.475	30.85	5.725	41.875	5.9225	65	36.99	9	87	Satisfactory
2015-05-30	Chennai	102.97	239.12	24.07	25.74	35.87	52.25	2.12	9.7	52.73	243.233333	192.746667	12.125	44.8375	30.0875	32.175	13.0625	101.5	52.73	9	243	Poor
2018-06-18	Hyderabad	17.2	48.97	2.58	20.17	12.01	13.71	0.58	8.6	19.88	28.666667	48.97	10.75	15.0125	3.225	25.2125	3.4275	29	19.88	9	49	Good
2017-11-08	Delhi	639.19	796.88	55.83	77.51	104.65	82.96	2.74	20.46	55.51	699.376923	858.6	25.575	124.65	69.7875	96.8875	20.74	109.25	55.51	9	859	Severe
2020-03-07	Chennai	30.94	27.06	11.16	10.66	19.21	65.59	0.65	4.53	24.05	51.566667	27.06	5.6625	24.0125	13.95	13.325	16.3975	32.5	24.05	9	52	Satisfactory
2015-10-28	Bengaluru	36.44	null	4.58	24.21	24.3	26.15	1.18	1.53	26.35	60.733333	0	1.9125	30.375	5.725	30.2625	6.5375	59	26.35	8	61	Satisfactory
2015-08-15	Patna	18.04	91.81	17.19	15.69	32.78	34.65	1.04	19.71	10.74	30.066667	91.81	24.6375	40.975	21.4875	19.6125	8.6625	52	10.74	9	92	Satisfactory
2016-06-01	Patna	68.89	26.07	17.93	20.32	38.27	75.14	1.51	5.21	19.77	129.633333	26.07	6.5125	47.8375	22.4125	25.4	18.785	75.5	19.77	9	130	Moderate
2018-03-30	Lucknow	143.54	241.13	21.95	49.41	45.75	30.13	0.4	11.53	34.3	318.107692	194.086667	14.4125	57.1875	27.4375	61.7625	7.5325	20	34.3	9	318	Very Poor
2016-04-15	Bengaluru	35.31	196.65	6.29	18.99	14.15	26.03	1.07	3.9	76.46	58.85	164.433333	4.875	17.6875	7.8625	23.7375	6.5075	53.5	76.46	9	164	Moderate
2016-08-15	Delhi	39.51	185.99	30.79	32.96	65.3	27.89	2.15	8.87	91.79	65.85	157.326667	11.0875	81.625	38.4875	41.2	6.9725	101.875	91.79	9	157	Moderate
2020-05-23	Mumbai	15.18	52.48	16.39	10.89	27.1	3.29	0.29	10.33	18.87	25.3	52.48	12.9125	33.875	20.4875	13.6125	0.8225	14.5	18.87	9	52	Satisfactory
2016-07-22	Hyderabad	49.97	77.75	5.82	9.3	14.69	37.84	1.09	6.03	10.21	83.283333	77.75	7.5375	18.3625	7.275	11.625	9.46	54.5	10.21	9	83	Satisfactory
2017-02-17	Lucknow	237.51	330.9	28.05	45.82	52.64	53.4	2.52	7.01	72.86	390.392308	280.9	8.7625	65.8	35.0625	57.275	13.35	106.5	72.86	9	390	Very Poor
2015-07-04	Mumbai	19.77	212.16	8.99	35.54	19.11	52.85	0	12.44	11.95	32.95	174.773333	15.55	23.8875	11.2375	44.425	13.2125	0	11.95	8	175	Moderate
2019-11-03	Bengaluru	40	71.78	11.18	26.32	27.98	18	0.99	5.46	34.6	66.666667	71.78	6.825	34.975	13.975	32.9	4.5	49.5	34.6	9	72	Satisfactory
2018-01-20	Patna	114.39	143.85	36.34	64.21	39.44	52.38	2.81	47.9	21.83	281.3	129.233333	59.875	49.3	45.425	80.2625	13.095	110.125	21.83	9	281	Poor
2016-11-24	Chennai	91.49	152.15	6.16	34.32	20.87	30.2	0.41	10.34	44.08	204.966667	134.766667	12.925	26.0875	7.7	42.9	7.55	20.5	44.08	9	205	Poor
2016-12-24	Chennai	60.28	141.76	153.27	37.22	190.52	18.3	0	7.79	55.7	100.933333	127.84	9.7375	210.52	173.27	46.525	4.575	0	55.7	8	211	Poor
2016-01-06	Bengaluru	68.22	91.74	29.68	68.5	55.38	16.71	0.93	14.23	45.98	127.4	91.74	17.7875	69.225	37.1	85.625	4.1775	46.5	45.98	9	127	Moderate
2018-09-07	Patna	38.81	67.46	20.27	58.4	27.41	19.09	0.61	24.32	64.26	64.683333	67.46	30.4	34.2625	25.3375	73	4.7725	30.5	64.26	9	73	Satisfactory
2018-05-29	Mumbai	22.54	312.18	41.22	33.23	78.73	12.87	1.16	19.44	72.08	37.566667	262.18	24.3	98.4125	51.525	41.5375	3.2175	58	72.08	9	262	Poor
2019-12-08	Chennai	35.41	44.05	6.05	21.19	26.23	119.95	0.93	5.71	20.11	59.016667	44.05	7.1375	32.7875	7.5625	26.4875	29.9875	46.5	20.11	9	59	Satisfactory
2018-01-25	Lucknow	157	129.02	12.06	31.58	24.61	50.77	1.06	8.1	20.9	328.461538	119.346667	10.125	30.7625	15.075	39.475	12.6925	53	20.9	9	328	Very Poor
2019-07-28	Delhi	21.13	46.35	9.12	21.89	21.22	28.65	0.89	8.43	30.62	35.216667	46.35	10.5375	26.525	11.4	27.3625	7.1625	44.5	30.62	9	46	Good
2020-06-29	Mumbai	7.88	27.51	26.58	7.94	34.42	23.94	0.38	11.11	5.84	13.133333	27.51	13.8875	43.025	33.225	9.925	5.985	19	5.84	9	43	Good
2017-12-07	Delhi	88.95	170.12	24.67	45.83	39.33	36.04	1.49	18.17	41.43	196.5	146.746667	22.7125	49.1625	30.8375	57.2875	9.01	74.5	41.43	9	196	Moderate