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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
2017-08-16	Mumbai	39.27	56.17	3.54	12.73	7.81	4.92	0	4.97	32.41	65.45	56.17	6.2125	9.7625	4.425	15.9125	1.23	0	32.41	8	65	Satisfactory
2018-08-24	Mumbai	18.94	53.7	14.7	26.94	41.59	21.91	1.18	12.06	48.58	31.566667	53.7	15.075	51.9875	18.375	33.675	5.4775	59	48.58	9	59	Satisfactory
2018-12-21	Mumbai	52.93	143.39	37.82	65.68	103.29	10.79	1.9	17.82	47.82	88.216667	128.926667	22.275	123.29	47.275	82.1	2.6975	95	47.82	9	129	Moderate
2018-10-01	Lucknow	88.36	66.61	6.62	30.43	20.9	37.05	0.97	5.46	38.74	194.533333	66.61	6.825	26.125	8.275	38.0375	9.2625	48.5	38.74	9	195	Moderate
2019-07-18	Delhi	32.92	78.08	19.36	37.14	37.88	26.54	1.24	8.86	30.75	54.866667	78.08	11.075	47.35	24.2	46.425	6.635	62	30.75	9	78	Satisfactory
2016-12-21	Lucknow	203.62	99.9	17.61	54.12	44.05	29.32	1.43	7.76	49.94	364.323077	99.9	9.7	55.0625	22.0125	67.65	7.33	71.5	49.94	9	364	Very Poor
2017-02-11	Patna	41.77	275.18	8.73	41.02	15.01	21.44	0	1.8	98.26	69.616667	225.18	2.25	18.7625	10.9125	51.275	5.36	0	98.26	8	225	Poor
2015-08-25	Lucknow	46.62	222.39	3.58	8.26	4.22	33.69	1.2	7.47	21.09	77.7	181.593333	9.3375	5.275	4.475	10.325	8.4225	60	21.09	9	182	Moderate
2019-07-18	Bengaluru	30.97	62.36	9.88	27.45	28.31	14.47	0.85	4.16	23.45	51.616667	62.36	5.2	35.3875	12.35	34.3125	3.6175	42.5	23.45	9	62	Satisfactory
2017-06-24	Delhi	63.62	245.23	55.51	83.84	14.32	58.3	0	5.26	10.04	112.066667	196.82	6.575	17.9	69.3875	103.84	14.575	0	10.04	8	197	Moderate
2016-02-02	Hyderabad	58.73	96.69	5.13	2.9	5.24	10.52	0.86	11.32	0.1	97.883333	96.69	14.15	6.55	6.4125	3.625	2.63	43	0.1	9	98	Satisfactory
2015-03-02	Hyderabad	53.71	60.15	28.32	17.6	45.92	19.11	0.68	3.22	13.53	89.516667	60.15	4.025	57.4	35.4	22	4.7775	34	13.53	9	90	Satisfactory
2015-11-10	Hyderabad	67.45	114.47	9.39	18.54	26.53	11.93	0.55	11.9	32.42	124.833333	109.646667	14.875	33.1625	11.7375	23.175	2.9825	27.5	32.42	9	125	Moderate
2015-05-11	Chennai	49.2	336.82	19.46	33.32	31.25	17.07	2.73	21.84	21.28	82	286.82	27.3	39.0625	24.325	41.65	4.2675	109.125	21.28	9	287	Poor
2017-07-26	Lucknow	46.49	105.63	12.49	31.82	11.17	8.11	1.13	4.31	10.83	77.483333	103.753333	5.3875	13.9625	15.6125	39.775	2.0275	56.5	10.83	9	104	Moderate
2019-06-01	Bengaluru	28.95	64.19	9.57	27.09	29.63	13.43	1.04	4.4	52.56	48.25	64.19	5.5	37.0375	11.9625	33.8625	3.3575	52	52.56	9	64	Satisfactory
2015-01-26	Delhi	129.34	137.86	12.46	25.66	29.48	60.96	10.19	6.78	18.18	307.184615	125.24	8.475	36.85	15.575	32.075	15.24	202.714286	18.18	9	307	Very Poor
2020-02-23	Hyderabad	25.6	64.14	9.89	24.85	19.69	15.89	0.39	5.8	29.68	42.666667	64.14	7.25	24.6125	12.3625	31.0625	3.9725	19.5	29.68	9	64	Satisfactory
2018-07-03	Delhi	44.55	109.65	11.74	37.27	32.19	38.7	0.86	10.11	39.78	74.25	106.433333	12.6375	40.2375	14.675	46.5875	9.675	43	39.78	9	106	Moderate
2017-07-27	Hyderabad	14.43	49	5.51	13.97	5.99	4.87	0.16	6.12	28.62	24.05	49	7.65	7.4875	6.8875	17.4625	1.2175	8	28.62	9	49	Good
2019-04-19	Lucknow	48.72	95.76	5.91	30.36	20.43	15.26	1.05	6.65	43.57	81.2	95.76	8.3125	25.5375	7.3875	37.95	3.815	52.5	43.57	9	96	Satisfactory
2019-08-20	Hyderabad	31.38	86.73	10.74	29.66	23.12	22.3	0.48	9	13.77	52.3	86.73	11.25	28.9	13.425	37.075	5.575	24	13.77	9	87	Satisfactory
2019-10-10	Bengaluru	73.77	70.64	12.43	36.15	37.94	18	0.87	4.81	34.15	145.9	70.64	6.0125	47.425	15.5375	45.1875	4.5	43.5	34.15	9	146	Moderate
2015-12-26	Hyderabad	79.9	99.88	4.84	12.23	15.52	10.35	1.26	14.13	83.35	166.333333	99.88	17.6625	19.4	6.05	15.2875	2.5875	63	83.35	9	166	Moderate
2018-12-27	Chennai	111.83	134.16	11.01	17.01	27.37	56.72	1.39	16	37.12	272.766667	122.773333	20	34.2125	13.7625	21.2625	14.18	69.5	37.12	9	273	Poor
2017-07-19	Mumbai	55.96	66.58	7.01	31.75	19.34	27.04	0	4.71	25	93.266667	66.58	5.8875	24.175	8.7625	39.6875	6.76	0	25	8	93	Satisfactory
2017-04-18	Hyderabad	70.99	219.74	10.84	45.1	13.09	23.76	0.25	22.43	56.8	136.633333	179.826667	28.0375	16.3625	13.55	56.375	5.94	12.5	56.8	9	180	Moderate
2015-12-31	Mumbai	498.02	74.39	21.55	45.11	63.28	72.69	0	7.32	36.94	590.784615	74.39	9.15	79.1	26.9375	56.3875	18.1725	0	36.94	8	591	Severe
2019-09-12	Patna	31.61	57.11	23.31	61.76	30.12	30.15	1.01	46.06	31.22	52.683333	57.11	57.575	37.65	29.1375	77.2	7.5375	50.5	31.22	9	77	Satisfactory
2018-11-19	Bengaluru	19.95	61.66	13	22.54	28.63	14.46	1.1	5.57	13.5	33.25	61.66	6.9625	35.7875	16.25	28.175	3.615	55	13.5	9	62	Satisfactory
2018-04-05	Patna	66.34	114.6	7.07	19.65	9.59	49.53	0.97	50.91	86.72	121.133333	109.733333	63.6375	11.9875	8.8375	24.5625	12.3825	48.5	86.72	9	121	Moderate
2019-04-03	Delhi	85.02	206.04	30.83	54.91	58.01	30.85	1.32	21.6	51.06	183.4	170.693333	27	72.5125	38.5375	68.6375	7.7125	66	51.06	9	183	Moderate
2018-09-08	Delhi	35.45	72.63	17.48	26.65	31.93	28.17	0.84	11.38	23.65	59.083333	72.63	14.225	39.9125	21.85	33.3125	7.0425	42	23.65	9	73	Satisfactory
2019-06-15	Hyderabad	22.29	62.18	2.25	13.52	8.08	9.4	0.31	5.46	25.28	37.15	62.18	6.825	10.1	2.8125	16.9	2.35	15.5	25.28	9	62	Satisfactory
2018-04-06	Mumbai	46.87	108.71	12.02	15.87	81.13	43.35	1.29	19.96	66.44	78.116667	105.806667	24.95	101.13	15.025	19.8375	10.8375	64.5	66.44	9	106	Moderate
2017-04-28	Chennai	56.7	271.94	3.06	10.05	9.02	33.57	0.04	7.91	39.2	94.5	221.94	9.8875	11.275	3.825	12.5625	8.3925	2	39.2	9	222	Poor
2019-09-03	Bengaluru	11.18	32.65	6.38	15.56	17.74	9.5	0.73	5.21	20.36	18.633333	32.65	6.5125	22.175	7.975	19.45	2.375	36.5	20.36	9	36	Good
2015-06-13	Patna	52.73	158.24	3.74	16.58	19.57	41.36	0.44	1.74	23.05	87.883333	138.826667	2.175	24.4625	4.675	20.725	10.34	22	23.05	9	139	Moderate
2018-02-20	Delhi	167.16	317.53	56.44	68.29	87.59	49.25	1.89	14.53	51.27	336.276923	267.53	18.1625	107.59	70.55	85.3625	12.3125	94.5	51.27	9	336	Very Poor
2019-06-22	Chennai	39.32	38.33	9.28	17.93	25.54	18.12	0.93	5.9	31.92	65.533333	38.33	7.375	31.925	11.6	22.4125	4.53	46.5	31.92	9	66	Satisfactory
2015-09-08	Mumbai	22.47	219.51	25.93	28.93	52.77	26.37	0	10.92	61.95	37.45	179.673333	13.65	65.9625	32.4125	36.1625	6.5925	0	61.95	8	180	Moderate
2017-10-29	Lucknow	184.47	147.82	10.52	55.4	45.39	29.86	1.14	14.33	42.12	349.592308	131.88	17.9125	56.7375	13.15	69.25	7.465	57	42.12	9	350	Very Poor
2018-08-24	Delhi	23.71	88	17.54	24.6	29.81	28.45	0.8	10.4	19.29	39.516667	88	13	37.2625	21.925	30.75	7.1125	40	19.29	9	88	Satisfactory
2020-05-03	Delhi	32.56	83.02	12.72	15.14	21.57	32.48	0.68	11.94	49.04	54.266667	83.02	14.925	26.9625	15.9	18.925	8.12	34	49.04	9	83	Satisfactory
2017-06-17	Chennai	43.64	35.43	7.43	10.41	9.51	5.11	0	3.12	31.69	72.733333	35.43	3.9	11.8875	9.2875	13.0125	1.2775	0	31.69	8	73	Satisfactory
2018-10-18	Bengaluru	62.95	55.23	14	28.34	37.9	12.18	0.82	6.45	21.13	109.833333	55.23	8.0625	47.375	17.5	35.425	3.045	41	21.13	9	110	Moderate
2019-07-31	Bengaluru	26.99	47.37	5.7	21.64	21.49	11.74	0.66	3.58	23.67	44.983333	47.37	4.475	26.8625	7.125	27.05	2.935	33	23.67	9	47	Good
2016-08-25	Bengaluru	15.02	62.79	3.54	18.74	0.59	41.23	0.59	4.94	26.6	25.033333	62.79	6.175	0.7375	4.425	23.425	10.3075	29.5	26.6	9	63	Satisfactory
2015-08-03	Delhi	56.02	154.28	28.95	40.17	129.29	30.76	0.78	8.75	45.97	93.366667	136.186667	10.9375	149.29	36.1875	50.2125	7.69	39	45.97	9	149	Moderate
2016-10-20	Chennai	80.58	106.2	6.64	28.56	15.15	15.14	0.03	4.66	8.36	168.6	104.133333	5.825	18.9375	8.3	35.7	3.785	1.5	8.36	9	169	Moderate
2017-02-23	Hyderabad	72	184.43	13.74	48.13	14.06	29.77	0.28	24.77	52.2	140	156.286667	30.9625	17.575	17.175	60.1625	7.4425	14	52.2	9	156	Moderate
2015-06-16	Mumbai	22.94	282.05	45.43	8.18	23	53.49	0	8.3	13.24	38.233333	232.05	10.375	28.75	56.7875	10.225	13.3725	0	13.24	8	232	Poor
2016-08-29	Lucknow	59.7	189.12	14.83	32.1	4.15	40.64	1.55	2.9	39.05	99.5	159.413333	3.625	5.1875	18.5375	40.125	10.16	77.5	39.05	9	159	Moderate
2018-04-20	Mumbai	36.7	60.94	20.62	59.83	76.67	36.14	1.37	2.28	66.22	61.166667	60.94	2.85	95.8375	25.775	74.7875	9.035	68.5	66.22	9	96	Satisfactory
2019-06-15	Patna	69.96	274.68	10.95	42.51	17.65	29.98	1.6	38.17	87.72	133.2	224.68	47.7125	22.0625	13.6875	53.1375	7.495	80	87.72	9	225	Poor
2017-01-04	Hyderabad	116.03	197.89	12.2	58.2	12.48	26.16	0.15	37.31	56.42	286.766667	165.26	46.6375	15.6	15.25	72.75	6.54	7.5	56.42	9	287	Poor
2016-05-06	Patna	118.74	136.92	5.88	3.11	8.99	48.05	1.64	7.4	23.7	295.8	124.613333	9.25	11.2375	7.35	3.8875	12.0125	82	23.7	9	296	Poor
2015-07-09	Patna	24.42	128.93	24.96	10.16	35.06	48.61	1.35	6.31	12.26	40.7	119.286667	7.8875	43.825	31.2	12.7	12.1525	67.5	12.26	9	119	Moderate
2017-11-09	Chennai	40.88	66.25	8.1	19.51	14.27	173.56	0.8	13.05	31.39	68.133333	66.25	16.3125	17.8375	10.125	24.3875	43.39	40	31.39	9	68	Satisfactory
2019-11-09	Chennai	96.8	172.27	10.06	13.83	22.12	19.52	0.86	5.4	53.69	222.666667	148.18	6.75	27.65	12.575	17.2875	4.88	43	53.69	9	223	Poor
2018-01-13	Delhi	230.5	355.43	68.69	61.28	3.2	75.88	2.12	24.28	75.14	385	306.7875	30.35	4	85.8625	76.6	18.97	101.5	75.14	9	385	Very Poor
2015-09-03	Patna	52.43	278.36	12.57	15.01	27.05	17.86	1.12	4.56	8.28	87.383333	228.36	5.7	33.8125	15.7125	18.7625	4.465	56	8.28	9	228	Poor
2019-09-02	Lucknow	36.07	101.79	6.08	21.93	14.33	29.93	1.91	4.9	24.49	60.116667	101.193333	6.125	17.9125	7.6	27.4125	7.4825	95.5	24.49	9	101	Moderate
2019-04-17	Chennai	17.27	50.12	6.34	9.96	16.1	3.17	1.01	6.69	15.7	28.783333	50.12	8.3625	20.125	7.925	12.45	0.7925	50.5	15.7	9	50	Good
2018-02-07	Hyderabad	56.76	135.34	22.03	72.8	56.56	24.6	0.99	13.6	39.53	94.6	123.56	17	70.7	27.5375	91	6.15	49.5	39.53	9	124	Moderate
2019-02-28	Bengaluru	50.8	111.32	12.67	38.76	40.15	16.52	0.94	4.87	56.36	84.666667	107.546667	6.0875	50.1875	15.8375	48.45	4.13	47	56.36	9	108	Moderate
2020-01-21	Lucknow	139.53	207.73	60.79	81.18	80.41	14.85	1.32	11.34	23.55	315.023077	171.82	14.175	100.41	75.9875	101.18	3.7125	66	23.55	9	315	Very Poor
2015-04-01	Bengaluru	36.42	null	2.68	8.83	9.13	31.37	9.6	3.17	48.25	60.7	0	3.9625	11.4125	3.35	11.0375	7.8425	195	48.25	8	195	Moderate
2018-01-18	Chennai	67.8	428.08	14.74	20.78	18.85	91.94	0.76	23.22	44.7	126	397.6	29.025	23.5625	18.425	25.975	22.985	38	44.7	9	398	Very Poor
2017-04-22	Delhi	110.54	263.66	38.45	93.8	20.08	39.46	0	19.01	42.89	268.466667	213.66	23.7625	25.1	48.0625	113.8	9.865	0	42.89	8	268	Poor
2018-05-14	Patna	41.9	137.39	4.46	12.41	6.01	12.81	1.05	48.95	131.27	69.833333	124.926667	61.1875	7.5125	5.575	15.5125	3.2025	52.5	145.985294	9	146	Moderate
2018-10-22	Delhi	121.65	274.68	49.3	55.49	71.09	36.59	1.55	17.74	41.32	301.269231	224.68	22.175	88.8625	61.625	69.3625	9.1475	77.5	41.32	9	301	Very Poor
2016-11-30	Chennai	94.8	170.26	6.22	30.87	18.9	84.51	0.02	3.05	43.63	216	146.84	3.8125	23.625	7.775	38.5875	21.1275	1	43.63	9	216	Poor
2017-09-19	Patna	55.55	19.23	19.87	29.35	16.17	23.97	0	4.24	19.64	92.583333	19.23	5.3	20.2125	24.8375	36.6875	5.9925	0	19.64	8	93	Satisfactory
2016-12-24	Mumbai	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
2018-01-08	Hyderabad	72.66	141.46	7.08	51.85	33.01	19.8	0.98	9.28	52.61	142.2	127.64	11.6	41.2625	8.85	64.8125	4.95	49	52.61	9	142	Moderate
2016-08-07	Hyderabad	6.38	75.19	6.49	7.69	14.18	28.89	0.66	6.04	9.5	10.633333	75.19	7.55	17.725	8.1125	9.6125	7.2225	33	9.5	9	75	Satisfactory
2020-04-07	Lucknow	41.85	151.3	3.98	12.09	8.95	38.46	0.98	5.85	27.77	69.75	134.2	7.3125	11.1875	4.975	15.1125	9.615	49	27.77	9	134	Moderate
2016-02-08	Bengaluru	75.98	154.26	3.23	46.99	21.56	18.87	1.59	3.49	31.18	153.266667	136.173333	4.3625	26.95	4.0375	58.7375	4.7175	79.5	31.18	9	153	Moderate
2017-11-11	Delhi	363.77	511.44	78.16	78.61	117.92	90.64	2.32	17.8	95.54	487.515385	501.8	22.25	137.92	97.7	98.2625	22.66	104	95.54	9	502	Severe
2020-06-19	Hyderabad	20.19	55.14	7.31	20.73	15.44	18.62	0.27	7.96	12.04	33.65	55.14	9.95	19.3	9.1375	25.9125	4.655	13.5	12.04	9	55	Satisfactory
2018-02-24	Hyderabad	43.57	112.47	4.92	43.62	27.02	17.34	0.7	8.22	45.22	72.616667	108.313333	10.275	33.775	6.15	54.525	4.335	35	45.22	9	108	Moderate
2019-11-18	Chennai	26.91	125.72	6.88	11.86	15.25	36.89	0.46	4.97	29.15	44.85	117.146667	6.2125	19.0625	8.6	14.825	9.2225	23	29.15	9	117	Moderate
2019-08-20	Lucknow	33.56	86.73	6.83	21.78	16.98	7.73	1.13	4.33	19.55	55.933333	86.73	5.4125	21.225	8.5375	27.225	1.9325	56.5	19.55	9	87	Satisfactory
2016-03-13	Lucknow	59.85	144.67	5.45	33.58	5.47	21.27	1.14	4.58	55.61	99.75	129.78	5.725	6.8375	6.8125	41.975	5.3175	57	55.61	9	130	Moderate
2016-06-29	Patna	43.12	68.43	27.69	23.34	51.03	33.03	1.4	6.69	9.78	71.866667	68.43	8.3625	63.7875	34.6125	29.175	8.2575	70	9.78	9	72	Satisfactory
2016-05-26	Hyderabad	42.25	44.45	9.96	22.65	24.95	21.38	0.52	4.88	22.3	70.416667	44.45	6.1	31.1875	12.45	28.3125	5.345	26	22.3	9	70	Satisfactory
2017-01-05	Delhi	215.42	352.83	141.69	87.15	64.41	61.04	1.24	25.15	41.95	373.4	303.5375	31.4375	80.5125	161.69	107.15	15.26	62	41.95	9	373	Very Poor
2017-11-27	Delhi	198.34	328.09	45.64	68.93	87.3	52.5	1.64	18.95	41.09	360.261538	278.09	23.6875	107.3	57.05	86.1625	13.125	82	41.09	9	360	Very Poor
2015-02-02	Mumbai	163.64	219.84	13.7	15.82	26	84.49	0	5.31	30.22	333.569231	179.893333	6.6375	32.5	17.125	19.775	21.1225	0	30.22	8	334	Very Poor
2015-12-02	Delhi	170.74	399.64	61.75	95.99	132.93	52.71	1.87	19.04	88	339.030769	362.05	23.8	152.93	77.1875	115.99	13.1775	93.5	88	9	362	Very Poor
2017-05-11	Chennai	27	66.24	4.53	13.55	10.97	30.7	0.3	7.81	25.64	45	66.24	9.7625	13.7125	5.6625	16.9375	7.675	15	25.64	9	66	Satisfactory
2019-02-05	Hyderabad	63.26	120.36	3.35	45.85	26.85	16.95	0.67	7.07	38.11	110.866667	113.573333	8.8375	33.5625	4.1875	57.3125	4.2375	33.5	38.11	9	114	Moderate
2019-09-01	Hyderabad	11.85	19.79	3.19	12.75	8.8	10.97	0.4	6.07	14.1	19.75	19.79	7.5875	11	3.9875	15.9375	2.7425	20	14.1	9	20	Good
2020-05-21	Mumbai	16.44	43.01	15.41	12.93	26.23	4.12	0.27	12.22	20.84	27.4	43.01	15.275	32.7875	19.2625	16.1625	1.03	13.5	20.84	9	43	Good
2015-07-23	Mumbai	34.02	81.25	10.55	12.36	19.86	42.63	0	3.29	29.04	56.7	81.25	4.1125	24.825	13.1875	15.45	10.6575	0	29.04	8	81	Satisfactory
2015-08-11	Patna	21.1	137.74	22.73	18.51	41.3	36.74	1.41	4.33	10.14	35.166667	125.16	5.4125	51.625	28.4125	23.1375	9.185	70.5	10.14	9	125	Moderate
2015-02-25	Hyderabad	148.19	169.57	4.6	24.99	29.59	21.85	0.42	4.03	47.29	321.684615	146.38	5.0375	36.9875	5.75	31.2375	5.4625	21	47.29	9	322	Very Poor
2017-07-08	Delhi	45.31	120.31	32.87	23.52	6.01	28.82	0	3.66	34.11	75.516667	113.54	4.575	7.5125	41.0875	29.4	7.205	0	34.11	8	114	Moderate
2016-10-25	Hyderabad	64.18	103.01	11.65	68.11	20.88	30.24	0.38	18.9	27.18	113.933333	102.006667	23.625	26.1	14.5625	85.1375	7.56	19	27.18	9	114	Moderate