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GVJahnavi
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city_dayIP

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train · 10.8k rows

Date stringlengths 10 10	City stringclasses 7 values	PM2.5 float64 1.72 743	PM10 float64 8.22 797	NO float64 0.11 221	NO2 float64 0.04 266	NOx float64 0 468	NH3 float64 0.02 353	CO float64 0 47.9	SO2 float64 0.36 194	O3 float64 0.02 258	PM2.5_SubIndex float64 2.87 779	PM10_SubIndex float64 8.22 859	NO_SubIndex float64 0.14 241	NO2_SubIndex float64 0.05 286	NOx_SubIndex float64 0 456	NH3_SubIndex float64 0.01 88.2	CO_SubIndex float64 0 482	SO2_SubIndex float64 0.45 138	O3_SubIndex float64 0.02 309	Checks int64 7 9	AQI_calculated float64 25 859	AQI_bucket_calculated stringclasses 6 values
2019-02-01	Patna	293	153.71	82.01	111.04	78.51	14.68	2.66	42.2	41.65	433.076923	135.806667	102.01	131.04	98.1375	3.67	108.25	52.75	41.65	9	433	Severe
2019-02-02	Patna	237.45	184.82	23.97	40.06	24.91	37.32	2.73	42.32	44.55	390.346154	156.546667	29.9625	50.075	31.1375	9.33	109.125	52.9	44.55	9	390	Very Poor
2019-02-03	Patna	202.97	257.39	9.5	27.64	12.92	64.87	2.07	42.02	67.5	363.823077	207.39	11.875	34.55	16.15	16.2175	100.875	52.525	67.5	9	364	Very Poor
2019-02-04	Patna	138.09	70.95	10.45	23.6	12.46	18.18	1.84	45.34	74.99	313.915385	70.95	13.0625	29.5	15.575	4.545	92	56.675	74.99	9	314	Very Poor
2019-02-05	Patna	151.31	82.59	10.21	23.07	12.17	13.77	1.86	44.51	58.45	324.084615	82.59	12.7625	28.8375	15.2125	3.4425	93	55.6375	58.45	9	324	Very Poor
2019-02-06	Patna	189.49	146.7	13.27	17.14	12.5	53.76	2.43	46.63	70.9	353.453846	131.133333	16.5875	21.425	15.625	13.44	105.375	58.2875	70.9	9	353	Very Poor
2019-02-07	Patna	234.28	110.45	15.53	14.14	13.08	64.89	2.48	44.88	55.76	387.907692	106.966667	19.4125	17.675	16.35	16.2225	106	56.1	55.76	9	388	Very Poor
2019-02-08	Patna	119.02	156.6	7.71	9.98	7.26	14.22	1.42	43.89	24.71	296.733333	137.733333	9.6375	12.475	9.075	3.555	71	54.8625	24.71	9	297	Poor
2019-02-09	Patna	94.6	188.49	25.85	50.29	32.42	27.48	1.25	40.83	38.41	215.333333	158.993333	32.3125	62.8625	40.525	6.87	62.5	51.0375	38.41	9	215	Poor
2019-02-10	Patna	101.83	222.61	18.66	96.51	36.31	17.78	1.2	43.17	73.56	239.433333	181.74	23.325	116.51	45.3875	4.445	60	53.9625	73.56	9	239	Poor
2019-02-11	Patna	121.26	304.98	22.73	96.35	38.74	19.22	1.56	43.02	47.5	300.969231	254.98	28.4125	116.35	48.425	4.805	78	53.775	47.5	9	301	Very Poor
2019-02-12	Patna	134.59	88.06	52.38	110.55	60.4	45.36	1.73	41.18	49.37	311.223077	88.06	65.475	130.55	75.5	11.34	86.5	51.475	49.37	9	311	Very Poor
2019-02-13	Patna	164.09	336.99	26.06	93.55	40.03	47.95	1.59	44.72	54.96	333.915385	286.99	32.575	113.55	50.0375	11.9875	79.5	55.9	54.96	9	334	Very Poor
2019-02-14	Patna	173.68	128.51	15.33	35.66	18.54	16.03	1.52	43.26	44.39	341.292308	119.006667	19.1625	44.575	23.175	4.0075	76	54.075	44.39	9	341	Very Poor
2019-02-15	Patna	161.38	119.49	14.94	21.55	14.64	35.25	1.39	42.37	22.13	331.830769	112.993333	18.675	26.9375	18.3	8.8125	69.5	52.9625	22.13	9	332	Very Poor
2019-02-16	Patna	83.53	103.18	9.05	17.02	9.9	35.16	0.71	44.13	33.41	178.433333	102.12	11.3125	21.275	12.375	8.79	35.5	55.1625	33.41	9	178	Moderate
2019-02-17	Patna	93.25	180.93	4.25	13.99	6.2	17.77	0.49	41.84	34.57	210.833333	153.953333	5.3125	17.4875	7.75	4.4425	24.5	52.3	34.57	9	211	Poor
2019-02-18	Patna	106.34	136.62	24.49	58.79	30.08	19.36	0.96	43.8	64.25	254.466667	124.413333	30.6125	73.4875	37.6	4.84	48	54.75	64.25	9	254	Poor
2019-02-19	Patna	154.22	120.19	48.15	88.51	52.14	18.13	2.43	48.97	65.38	326.323077	113.46	60.1875	108.51	65.175	4.5325	105.375	61.2125	65.38	9	326	Very Poor
2019-02-20	Patna	150.62	185.4	15.93	39.14	19.81	15.62	1.79	45.96	55.67	323.553846	156.933333	19.9125	48.925	24.7625	3.905	89.5	57.45	55.67	9	324	Very Poor
2019-02-21	Patna	144.92	84.13	19.26	36.57	21.16	12.13	2.4	29.84	52.14	319.169231	84.13	24.075	45.7125	26.45	3.0325	105	37.3	52.14	9	319	Very Poor
2019-02-22	Patna	160.57	103.84	18.53	28.96	18.75	42.76	2.34	29.32	53.33	331.207692	102.56	23.1625	36.2	23.4375	10.69	104.25	36.65	53.33	9	331	Very Poor
2019-02-23	Patna	84.65	196.31	6.53	17.73	8.55	21.88	0.89	29.54	75.03	182.166667	164.206667	8.1625	22.1625	10.6875	5.47	44.5	36.925	75.03	9	182	Moderate
2019-02-24	Patna	64.36	126.11	4.57	17.12	7.21	29.95	0.72	30.07	117.86	114.533333	117.406667	5.7125	21.4	9.0125	7.4875	36	37.5875	126.264706	9	126	Moderate
2019-02-25	Patna	104.8	119.44	15.17	17.95	13.85	16.61	2.01	29.99	76.7	249.333333	112.96	18.9625	22.4375	17.3125	4.1525	100.125	37.4875	76.7	9	249	Poor
2019-02-26	Patna	170.92	116.06	32.56	13.8	23.23	16.9	1.71	30.61	54.18	339.169231	110.706667	40.7	17.25	29.0375	4.225	85.5	38.2625	54.18	9	339	Very Poor
2019-02-27	Patna	81.31	91.52	28.22	43.82	27.72	18.55	1.13	32.44	69.4	171.033333	91.52	35.275	54.775	34.65	4.6375	56.5	40.55	69.4	9	171	Moderate
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	23.3	91.2375	37.7625	4.13	45	45.275	65.32	9	154	Moderate
2019-03-01	Patna	70.32	125.3	22.75	96.46	38.79	14.27	1.17	37.23	83.46	134.4	116.866667	28.4375	116.46	48.4875	3.5675	58.5	46.5375	83.46	9	134	Moderate
2019-03-02	Patna	127.84	72.5	40.44	113.35	53.89	198.23	1.88	37.21	67.93	306.030769	72.5	50.55	133.35	67.3625	49.5575	94	46.5125	67.93	9	306	Very Poor
2019-03-03	Patna	129.83	58.71	19.04	79.05	32.03	167.9	1.44	36.02	66.71	307.561538	58.71	23.8	98.8125	40.0375	41.975	72	45.025	66.71	9	308	Very Poor
2019-03-04	Patna	98.66	81.35	9.39	49.31	18.47	15.83	1.27	38.55	54.8	228.866667	81.35	11.7375	61.6375	23.0875	3.9575	63.5	48.1875	54.8	9	229	Poor
2019-03-05	Patna	99.65	126.58	9.99	25.52	12.67	24.4	1.49	38.3	53.49	232.166667	117.72	12.4875	31.9	15.8375	6.1	74.5	47.875	53.49	9	232	Poor
2019-03-06	Patna	74.15	92.09	7.12	16.45	8.58	29.05	1.19	37.12	65.66	147.166667	92.09	8.9	20.5625	10.725	7.2625	59.5	46.4	65.66	9	147	Moderate
2019-03-07	Patna	72.62	212.7	5.51	14.51	7	21.72	1.03	36.52	101.24	142.066667	175.133333	6.8875	18.1375	8.75	5.43	51.5	45.65	101.823529	9	175	Moderate
2019-03-08	Patna	88.98	199.28	7.38	13.9	8.07	32.86	1.46	39.04	71.6	196.6	166.186667	9.225	17.375	10.0875	8.215	73	48.8	71.6	9	197	Moderate
2019-03-09	Patna	108.14	132.21	12.53	10.13	10.14	15.47	2	38.17	82.4	260.466667	121.473333	15.6625	12.6625	12.675	3.8675	100	47.7125	82.4	9	260	Poor
2019-03-10	Patna	140.06	163.8	12.75	6.95	9.54	14.76	1.89	33.56	73.37	315.430769	142.533333	15.9375	8.6875	11.925	3.69	94.5	41.95	73.37	9	315	Very Poor
2019-03-11	Patna	96.84	95.23	11.42	29.18	21.25	10.33	1.43	34.38	75.13	222.8	95.23	14.275	36.475	26.5625	2.5825	71.5	42.975	75.13	9	223	Poor
2019-03-12	Patna	105.04	129.4	11.56	20.79	12.4	22.07	1.85	39.54	61.59	250.133333	119.6	14.45	25.9875	15.5	5.5175	92.5	49.425	61.59	9	250	Poor
2019-03-13	Patna	86.69	112.41	7.01	12.84	7.58	12.2	1.44	39.52	79.7	188.966667	108.273333	8.7625	16.05	9.475	3.05	72	49.4	79.7	9	189	Moderate
2019-03-14	Patna	79.54	116.74	5.62	8.74	5.67	15.68	1.22	39.4	95.14	165.133333	111.16	7.025	10.925	7.0875	3.92	61	49.25	95.14	9	165	Moderate
2019-03-15	Patna	72.44	110.46	14.53	58.78	24.05	32.74	1.26	39.53	61.32	141.466667	106.973333	18.1625	73.475	30.0625	8.185	63	49.4125	61.32	9	141	Moderate
2019-03-16	Patna	84.57	118.8	18.47	114.64	40.77	16.05	1.12	39.34	91.85	181.9	112.533333	23.0875	134.64	50.9625	4.0125	56	49.175	91.85	9	182	Moderate
2019-03-17	Patna	70.48	184.01	13.48	108.16	36.19	15.63	0.91	39.63	112.34	134.933333	156.006667	16.85	128.16	45.2375	3.9075	45.5	49.5375	118.147059	9	156	Moderate
2019-03-18	Patna	78.3	102.44	19.72	115.46	41.85	9.31	1.15	39.69	91.67	161	101.626667	24.65	135.46	52.3125	2.3275	57.5	49.6125	91.67	9	161	Moderate
2019-03-19	Patna	86.48	74.26	16.98	120.75	41.57	33.86	1.45	39.62	93.17	188.266667	74.26	21.225	140.75	51.9625	8.465	72.5	49.525	93.17	9	188	Moderate
2019-03-20	Patna	87.83	91.98	23.58	114.06	50.58	15.75	1.5	48.14	48.6	192.766667	91.98	29.475	134.06	63.225	3.9375	75	60.175	48.6	9	193	Moderate
2019-03-21	Patna	176.31	197.17	66.28	112.88	67.58	39.26	3.93	39.06	51.01	343.315385	164.78	82.85	132.88	84.475	9.815	124.125	48.825	51.01	9	343	Very Poor
2019-03-22	Patna	58.35	65.91	4.61	57.65	17.55	39.88	1.33	43.16	115.5	97.25	65.91	5.7625	72.0625	21.9375	9.97	66.5	53.95	122.794118	9	123	Moderate
2019-03-23	Patna	39.08	115.36	4.84	48.61	15.14	15.49	1.12	43.81	139.53	65.133333	110.24	6.05	60.7625	18.925	3.8725	56	54.7625	158.132353	9	158	Moderate
2019-03-24	Patna	46.72	188.42	4.24	55.77	16.53	5.45	1.28	41.28	112.19	77.866667	158.946667	5.3	69.7125	20.6625	1.3625	64	51.6	117.926471	9	159	Moderate
2019-03-25	Patna	56.72	117.86	12.87	68.97	25.27	13.23	1.87	44.59	83.38	94.533333	111.906667	16.0875	86.2125	31.5875	3.3075	93.5	55.7375	83.38	9	112	Moderate
2019-03-26	Patna	59.91	169.16	25.56	44.24	26.9	15.4	2.1	41.82	49.19	99.85	146.106667	31.95	55.3	33.625	3.85	101.25	52.275	49.19	9	146	Moderate
2019-03-27	Patna	61.55	127.47	7.58	14.04	8.24	14.3	1.93	43.31	71.28	105.166667	118.313333	9.475	17.55	10.3	3.575	96.5	54.1375	71.28	9	118	Moderate
2019-03-28	Patna	82.12	129.96	13.51	10.2	10.82	5.37	2.5	45.72	72.07	173.733333	119.973333	16.8875	12.75	13.525	1.3425	106.25	57.15	72.07	9	174	Moderate
2019-03-29	Patna	81.53	129.31	33.94	40.16	37.11	1.76	2.87	43.57	66.48	171.766667	119.54	42.425	50.2	46.3875	0.44	110.875	54.4625	66.48	9	172	Moderate
2019-03-30	Patna	91.88	140.7	15.15	32.58	17.6	4.76	1.95	45.19	95.38	206.266667	127.133333	18.9375	40.725	22	1.19	97.5	56.4875	95.38	9	206	Poor
2019-03-31	Patna	78.88	137.92	5.83	3.84	3.21	24.74	1.31	47.54	72.64	162.933333	125.28	7.2875	4.8	4.0125	6.185	65.5	59.425	72.64	9	163	Moderate
2019-04-01	Patna	46.83	110.5	16.17	89.36	21.86	16.31	1.02	49.33	72.42	78.05	107	20.2125	109.36	27.325	4.0775	51	61.6625	72.42	9	109	Moderate
2019-04-02	Patna	61.04	89.81	28.25	77.26	37.15	29.3	1.63	50.18	67.74	103.466667	89.81	35.3125	96.575	46.4375	7.325	81.5	62.725	67.74	9	103	Moderate
2019-04-03	Patna	85.51	206.04	19.08	66.95	28.91	30.85	1.69	49.52	70.93	185.033333	170.693333	23.85	83.6875	36.1375	7.7125	84.5	61.9	70.93	9	185	Moderate
2019-04-04	Patna	52.49	270.77	10.11	43.82	17.48	37.04	1.17	50.39	97.16	87.483333	220.77	12.6375	54.775	21.85	9.26	58.5	62.9875	97.16	9	221	Poor
2019-04-05	Patna	51.62	60.59	8.82	20.01	10.53	30.81	1.12	49.96	64.55	86.033333	60.59	11.025	25.0125	13.1625	7.7025	56	62.45	64.55	9	86	Satisfactory
2019-04-06	Patna	49.34	80.2	20.33	26.7	21.5	37.35	0.91	49.93	49.47	82.233333	80.2	25.4125	33.375	26.875	9.3375	45.5	62.4125	49.47	9	82	Satisfactory
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	15	75.525	28.6625	3.5725	39	54	92.9	9	93	Satisfactory
2019-04-08	Patna	46.79	280.23	11.96	42.92	18.38	13.2	1.22	44.3	73.77	77.983333	230.23	14.95	53.65	22.975	3.3	61	55.375	73.77	9	230	Poor
2019-04-09	Patna	53.38	225.5	8.94	16.24	9.63	38.26	1.08	40.62	64.17	88.966667	183.666667	11.175	20.3	12.0375	9.565	54	50.775	64.17	9	184	Moderate
2019-04-10	Patna	32.98	247.53	18.92	59.06	30.7	40.97	1.03	41.97	87.3	54.966667	198.353333	23.65	73.825	38.375	10.2425	51.5	52.4625	87.3	9	198	Moderate
2019-04-11	Patna	59.64	113.7	12.74	61.67	23.7	19.17	1.23	41.13	83.29	99.4	109.133333	15.925	77.0875	29.625	4.7925	61.5	51.4125	83.29	9	109	Moderate
2019-04-12	Patna	63.03	76.97	9.41	29.47	13.34	34.06	1.33	42.57	73.94	110.1	76.97	11.7625	36.8375	16.675	8.515	66.5	53.2125	73.94	9	110	Moderate
2019-04-13	Patna	66.67	82.36	7.24	13.74	7.95	1.35	1.18	37.59	64.35	122.233333	82.36	9.05	17.175	9.9375	0.3375	59	46.9875	64.35	9	122	Moderate
2019-04-14	Patna	45.75	102.32	6.8	12.23	7.29	17.72	0.94	40.85	96.07	76.25	101.546667	8.5	15.2875	9.1125	4.43	47	51.0625	96.07	9	102	Moderate
2019-04-15	Patna	53.35	187.59	8.09	9.58	7.38	11.56	1.24	41.38	81.18	88.916667	158.393333	10.1125	11.975	9.225	2.89	62	51.725	81.18	9	158	Moderate
2019-04-16	Patna	55.69	186.75	9.09	26.34	12.34	21.83	1.1	43.59	56.73	92.816667	157.833333	11.3625	32.925	15.425	5.4575	55	54.4875	56.73	9	158	Moderate
2019-04-17	Patna	36.33	50.12	6.19	19.86	8.9	17.54	1.04	46.52	74.02	60.55	50.12	7.7375	24.825	11.125	4.385	52	58.15	74.02	9	74	Satisfactory
2019-04-18	Patna	39.54	91.55	7.74	17.21	9.14	1.45	1.37	44.28	84.49	65.9	91.55	9.675	21.5125	11.425	0.3625	68.5	55.35	84.49	9	92	Satisfactory
2019-04-19	Patna	43.79	95.76	5.44	13.6	6.83	29.85	1.08	38.93	119.27	72.983333	95.76	6.8	17	8.5375	7.4625	54	48.6625	128.338235	9	128	Moderate
2019-04-20	Patna	46.48	75.24	43.52	99.97	58.5	29.35	1.83	44.6	111.35	77.466667	75.24	54.4	119.97	73.125	7.3375	91.5	55.75	116.691176	9	120	Moderate
2019-04-21	Patna	73.24	219.06	60.76	155.4	77.1	15.03	2.06	42.43	81.17	144.133333	179.373333	75.95	175.4	96.375	3.7575	100.75	53.0375	81.17	9	179	Moderate
2019-04-22	Patna	52.32	61.15	15.83	95	34.22	17.93	1.35	44.15	99.2	87.2	61.15	19.7875	115	42.775	4.4825	67.5	55.1875	99.2	9	115	Moderate
2019-04-23	Patna	47.92	83.12	12.12	68.7	25.15	16.05	1.31	44.41	95.66	79.866667	83.12	15.15	85.875	31.4375	4.0125	65.5	55.5125	95.66	9	96	Satisfactory
2019-04-24	Patna	54.04	262.58	17.3	73.4	29.51	16.2	1.63	44.97	98.1	90.066667	212.58	21.625	91.75	36.8875	4.05	81.5	56.2125	98.1	9	213	Poor
2019-04-25	Patna	62.99	109.49	9.98	61.02	21.86	11.81	1.37	43.39	108.7	109.966667	106.326667	12.475	76.275	27.325	2.9525	68.5	54.2375	112.794118	9	113	Moderate
2019-04-26	Patna	54.04	109.42	7.88	46.37	16.79	13.17	0.84	43.12	103.18	90.066667	106.28	9.85	57.9625	20.9875	3.2925	42	53.9	104.676471	9	106	Moderate
2019-04-27	Patna	63.02	123.11	9.27	32.89	14.14	28.15	0.88	42.1	78.79	110.066667	115.406667	11.5875	41.1125	17.675	7.0375	44	52.625	78.79	9	115	Moderate
2019-04-28	Patna	73.54	117.36	9.77	26.35	12.75	25.63	0.81	41.76	92.73	145.133333	111.573333	12.2125	32.9375	15.9375	6.4075	40.5	52.2	92.73	9	145	Moderate
2019-04-29	Patna	59.06	108.27	18.4	42.28	29.26	1.8	1.1	42.32	66.4	98.433333	105.513333	23	52.85	36.575	0.45	55	52.9	66.4	9	106	Moderate
2019-04-30	Patna	62.46	85.4	8.96	22.41	11.25	31.91	0.97	47.86	63.71	108.2	85.4	11.2	28.0125	14.0625	7.9775	48.5	59.825	63.71	9	108	Moderate
2019-05-01	Patna	52.69	111.66	7.04	14.51	8.03	15.57	0.66	43.62	74.07	87.816667	107.773333	8.8	18.1375	10.0375	3.8925	33	54.525	74.07	9	108	Moderate
2019-05-02	Patna	49.57	102.47	6.93	11.9	7.29	1.78	0.65	43.48	74.05	82.616667	101.646667	8.6625	14.875	9.1125	0.445	32.5	54.35	74.05	9	102	Moderate
2019-05-03	Patna	36	149.1	7.81	8.24	6.87	32.34	0.47	45.04	34.61	60	132.733333	9.7625	10.3	8.5875	8.085	23.5	56.3	34.61	9	133	Moderate
2019-05-04	Patna	29.39	196.87	6.16	7.1	5.58	3.69	0.21	42.71	63.17	48.983333	164.58	7.7	8.875	6.975	0.9225	10.5	53.3875	63.17	9	165	Moderate
2019-05-05	Patna	43.15	126.81	7.04	11.64	7.28	16.93	0.61	43	89.58	71.916667	117.873333	8.8	14.55	9.1	4.2325	30.5	53.75	89.58	9	118	Moderate
2019-05-06	Patna	72.28	135.12	8.76	13.55	8.82	17.25	1.11	44.82	86.5	140.933333	123.413333	10.95	16.9375	11.025	4.3125	55.5	56.025	86.5	9	141	Moderate
2019-05-07	Patna	79.01	152.18	11.78	11.51	10.13	19.48	1.43	43.9	72.09	163.366667	134.786667	14.725	14.3875	12.6625	4.87	71.5	54.875	72.09	9	163	Moderate
2019-05-08	Patna	78.57	415.23	6.85	5.45	5.57	20.71	1.33	39.86	71.68	161.9	381.5375	8.5625	6.8125	6.9625	5.1775	66.5	49.825	71.68	9	382	Very Poor
2019-05-09	Patna	75.52	414.7	26.69	31.84	38.22	19.28	1.78	44.01	69.09	151.733333	380.875	33.3625	39.8	47.775	4.82	89	55.0125	69.09	9	381	Very Poor
2019-05-10	Patna	81.05	139.05	18.5	13.49	14.72	2.17	2.66	44.18	67.37	170.166667	126.033333	23.125	16.8625	18.4	0.5425	108.25	55.225	67.37	9	170	Moderate
2019-05-11	Patna	73.39	136.64	21.66	20.79	21.36	17.05	1.22	35.46	70.82	144.633333	124.426667	27.075	25.9875	26.7	4.2625	61	44.325	70.82	9	145	Moderate