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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
2018-04-07	Patna	98.48	109.09	6.53	13.98	7.72	30.2	0.94	50.36	62.07	228.266667	106.06	8.1625	17.475	9.65	7.55	47	62.95	62.07	9	228	Poor
2018-04-08	Patna	88.22	61.55	6.25	15.41	7.96	30.22	0.93	53.89	71.69	194.066667	61.55	7.8125	19.2625	9.95	7.555	46.5	67.3625	71.69	9	194	Moderate
2018-04-09	Patna	88.76	67.05	8.49	15.03	9.22	22.13	1.25	47.09	60.99	195.866667	67.05	10.6125	18.7875	11.525	5.5325	62.5	58.8625	60.99	9	196	Moderate
2018-04-10	Patna	90.41	97.46	7.13	12.71	7.62	17.58	0.97	50.31	69.45	201.366667	97.46	8.9125	15.8875	9.525	4.395	48.5	62.8875	69.45	9	201	Poor
2018-04-11	Patna	84.9	72.09	8.48	12.96	8.5	30.19	1.03	52.73	64.3	183	72.09	10.6	16.2	10.625	7.5475	51.5	65.9125	64.3	9	183	Moderate
2018-04-12	Patna	93.84	79.04	10.35	12.38	9.67	30.16	1.31	49.12	57.35	212.8	79.04	12.9375	15.475	12.0875	7.54	65.5	61.4	57.35	9	213	Poor
2018-04-13	Patna	82.39	196.02	13.36	17.19	12.78	58.65	1.18	47.52	50.36	174.633333	164.013333	16.7	21.4875	15.975	14.6625	59	59.4	50.36	9	175	Moderate
2018-04-14	Patna	99.89	235.01	26.31	44.83	32.2	30.18	1.44	41.39	63.43	232.966667	190.006667	32.8875	56.0375	40.25	7.545	72	51.7375	63.43	9	233	Poor
2018-04-15	Patna	117.04	63.54	11.68	26.93	14.25	14.46	1.57	42.86	65.65	290.133333	63.54	14.6	33.6625	17.8125	3.615	78.5	53.575	65.65	9	290	Poor
2018-04-16	Patna	97.65	103.38	8.23	17.9	9.82	46.53	1.38	46.85	81.41	225.5	102.253333	10.2875	22.375	12.275	11.6325	69	58.5625	81.41	9	226	Poor
2018-04-17	Patna	94.45	61.9	10.19	12.72	9.66	30.22	1.41	48.2	70.62	214.833333	61.9	12.7375	15.9	12.075	7.555	70.5	60.25	70.62	9	215	Poor
2018-04-18	Patna	97.51	92.25	9.15	11.83	8.61	27.48	1.26	55.42	73.88	225.033333	92.25	11.4375	14.7875	10.7625	6.87	63	69.275	73.88	9	225	Poor
2018-04-19	Patna	93.83	79.33	7.9	10.9	7.61	38.75	1.11	53.16	77.74	212.766667	79.33	9.875	13.625	9.5125	9.6875	55.5	66.45	77.74	9	213	Poor
2018-04-20	Patna	146.99	60.94	6.68	7.72	6.21	36.14	1.14	49.72	77.55	320.761538	60.94	8.35	9.65	7.7625	9.035	57	62.15	77.55	9	321	Very Poor
2018-04-21	Patna	103.02	84.17	10.26	7.16	8.22	19.44	1.7	49.2	54.29	243.4	84.17	12.825	8.95	10.275	4.86	85	61.5	54.29	9	243	Poor
2018-04-22	Patna	91.41	75.88	10.35	9.21	8.67	16.81	1.06	51.38	63.48	204.7	75.88	12.9375	11.5125	10.8375	4.2025	53	64.225	63.48	9	205	Poor
2018-04-23	Patna	79.63	60.47	7.04	10.82	7.22	15.06	1.18	46.7	83.86	165.433333	60.47	8.8	13.525	9.025	3.765	59	58.375	83.86	9	165	Moderate
2018-04-24	Patna	151.86	95.19	14.44	14.17	12.55	37.21	2.4	50.74	51.29	324.507692	95.19	18.05	17.7125	15.6875	9.3025	105	63.425	51.29	9	325	Very Poor
2018-04-25	Patna	127.1	86.24	18.06	60.37	30.04	15.82	1.64	49.87	80.45	305.461538	86.24	22.575	75.4625	37.55	3.955	82	62.3375	80.45	9	305	Very Poor
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	18.1	90.075	35	13.5475	49	62.925	98.62	9	128	Moderate
2018-04-27	Patna	61	336.49	14.85	80.46	30.51	13.68	0.97	41.91	114.49	103.333333	286.49	18.5625	100.46	38.1375	3.42	48.5	52.3875	121.308824	9	286	Poor
2018-04-28	Patna	66.22	316.52	13.23	72	27.16	23.09	0.96	50.06	104.36	120.733333	266.52	16.5375	90	33.95	5.7725	48	62.575	106.411765	9	267	Poor
2018-04-29	Patna	63.41	95.6	10.41	58.32	21.84	23	0.95	47.85	108.44	111.366667	95.6	13.0125	72.9	27.3	5.75	47.5	59.8125	112.411765	9	112	Moderate
2018-04-30	Patna	44.45	106.84	11.64	67.75	25.16	17.29	0.86	48.92	105.57	74.083333	104.56	14.55	84.6875	31.45	4.3225	43	61.15	108.191176	9	108	Moderate
2018-05-01	Patna	48.01	133.09	11.77	54.46	21.59	23.01	0.93	50.23	79.85	80.016667	122.06	14.7125	68.075	26.9875	5.7525	46.5	62.7875	79.85	9	122	Moderate
2018-05-02	Patna	55.72	95.82	10.65	47.36	19.16	15.34	1.05	50.67	72	92.866667	95.82	13.3125	59.2	23.95	3.835	52.5	63.3375	72	9	96	Satisfactory
2018-05-03	Patna	51.1	86.12	12.03	38.1	17.5	23.01	1.01	49.65	79.88	85.166667	86.12	15.0375	47.625	21.875	5.7525	50.5	62.0625	79.88	9	86	Satisfactory
2018-05-04	Patna	57.69	48.18	23.26	57.53	35.06	209.32	1.12	41.48	80.9	96.15	48.18	29.075	71.9125	43.825	52.33	56	51.85	80.9	9	96	Satisfactory
2018-05-05	Patna	64.19	68.37	13.65	81.98	30.21	23	1.2	46.87	99.31	113.966667	68.37	17.0625	101.98	37.7625	5.75	60	58.5875	99.31	9	114	Moderate
2018-05-06	Patna	100.12	81.65	11.57	77.23	27.65	22.94	1.23	44.43	64.94	233.733333	81.65	14.4625	96.5375	34.5625	5.735	61.5	55.5375	64.94	9	234	Poor
2018-05-07	Patna	98.02	93.43	17.25	83.89	32.8	12.24	1.47	45.99	59.66	226.733333	93.43	21.5625	103.89	41	3.06	73.5	57.4875	59.66	9	227	Poor
2018-05-08	Patna	98.15	110.15	21.05	87.59	36.08	23.04	1.61	41.82	51.39	227.166667	106.766667	26.3125	107.59	45.1	5.76	80.5	52.275	51.39	9	227	Poor
2018-05-09	Patna	82.42	101.87	27.1	89.41	40	15.48	1.57	41.89	68.92	174.733333	101.246667	33.875	109.41	50	3.87	78.5	52.3625	68.92	9	175	Moderate
2018-05-10	Patna	91.04	215.34	21.51	87.17	35.82	64.97	1.56	38.75	85.58	203.466667	176.893333	26.8875	107.17	44.775	16.2425	78	48.4375	85.58	9	203	Poor
2018-05-11	Patna	78.06	315.8	8	33.52	13.81	13.05	1.25	44.68	97.64	160.2	265.8	10	41.9	17.2625	3.2625	62.5	55.85	97.64	9	266	Poor
2018-05-12	Patna	59.92	353.5	5.52	17.54	8.05	27.99	1.16	44.45	85.57	99.866667	304.375	6.9	21.925	10.0625	6.9975	58	55.5625	85.57	9	304	Very Poor
2018-05-13	Patna	61.47	236.35	4.55	12.48	6.09	36.15	1.07	39.58	96.25	104.9	190.9	5.6875	15.6	7.6125	9.0375	53.5	49.475	96.25	9	191	Moderate
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	5.575	15.5125	7.5125	3.2025	52.5	61.1875	145.985294	9	146	Moderate
2018-05-15	Patna	62.45	52.51	17.56	47.51	22.46	36.16	1.12	40.03	101.22	108.166667	52.51	21.95	59.3875	28.075	9.04	56	50.0375	101.794118	9	108	Moderate
2018-05-16	Patna	62.33	90.88	13.34	64.53	25.35	12.94	0.87	51.23	93.88	107.766667	90.88	16.675	80.6625	31.6875	3.235	43.5	64.0375	93.88	9	108	Moderate
2018-05-17	Patna	65.64	74.2	10.77	46.29	19.01	36.24	0.88	49.64	80.52	118.8	74.2	13.4625	57.8625	23.7625	9.06	44	62.05	80.52	9	119	Moderate
2018-05-18	Patna	79.59	124.39	6.5	26.78	11.09	17.26	1.04	45.29	84.77	165.3	116.26	8.125	33.475	13.8625	4.315	52	56.6125	84.77	9	165	Moderate
2018-05-19	Patna	73.88	94.78	5.23	17.14	7.76	36.24	0.94	46.76	72.69	146.266667	94.78	6.5375	21.425	9.7	9.06	47	58.45	72.69	9	146	Moderate
2018-05-20	Patna	66.97	81.14	4.47	16.78	7.16	32.6	0.83	48.47	86.29	123.233333	81.14	5.5875	20.975	8.95	8.15	41.5	60.5875	86.29	9	123	Moderate
2018-05-21	Patna	104.97	58.23	5.3	14.69	7.16	41.07	1.18	43.55	56.35	249.9	58.23	6.625	18.3625	8.95	10.2675	59	54.4375	56.35	9	250	Poor
2018-05-22	Patna	86.62	71.88	4.51	7.69	4.83	13.64	1.1	42.66	47.42	188.733333	71.88	5.6375	9.6125	6.0375	3.41	55	53.325	47.42	9	189	Moderate
2018-05-23	Patna	73.09	84.46	4.39	3.76	3.72	36.15	1	43.77	42.42	143.633333	84.46	5.4875	4.7	4.65	9.0375	50	54.7125	42.42	9	144	Moderate
2018-05-24	Patna	76.36	88.41	4.06	2.38	3.04	13.99	0.99	45.56	50.41	154.533333	88.41	5.075	2.975	3.8	3.4975	49.5	56.95	50.41	9	155	Moderate
2018-05-25	Patna	77.49	249.82	14.76	72.64	24.46	13.05	1.06	39.32	64.85	158.3	199.88	18.45	90.8	30.575	3.2625	53	49.15	64.85	9	200	Moderate
2018-05-26	Patna	72.7	43.62	11.45	72.08	26.04	11.4	1.03	32.15	92.27	142.333333	43.62	14.3125	90.1	32.55	2.85	51.5	40.1875	92.27	9	142	Moderate
2018-05-27	Patna	78.1	18.64	8.82	49.15	18.38	80.83	0.84	37.77	79.5	160.333333	18.64	11.025	61.4375	22.975	20.2075	42	47.2125	79.5	9	160	Moderate
2018-05-28	Patna	67.49	76.56	10.96	52.74	20.87	86.37	0.98	36.85	95.26	124.966667	76.56	13.7	65.925	26.0875	21.5925	49	46.0625	95.26	9	125	Moderate
2018-05-29	Patna	49.24	312.18	14.97	70.91	31.38	12.87	0.9	30.11	109.79	82.066667	262.18	18.7125	88.6375	39.225	3.2175	45	37.6375	114.397059	9	262	Poor
2018-05-30	Patna	54.17	80.59	14.82	76.1	29.17	33.63	1.04	39.04	100.46	90.283333	80.59	18.525	95.125	36.4625	8.4075	52	48.8	100.676471	9	101	Moderate
2018-05-31	Patna	57.24	41.38	13.04	66.15	28.66	43.79	0.98	39.17	98.82	95.4	41.38	16.3	82.6875	35.825	10.9475	49	48.9625	98.82	9	99	Satisfactory
2018-06-01	Patna	45.31	77.09	12.89	78.7	28.84	37.94	0.94	39.18	115.02	75.516667	77.09	16.1125	98.375	36.05	9.485	47	48.975	122.088235	9	122	Moderate
2018-06-02	Patna	54.38	63.45	16.3	80.13	31.2	41.24	1.01	39.07	93.91	90.633333	63.45	20.375	100.13	39	10.31	50.5	48.8375	93.91	9	100	Satisfactory
2018-06-03	Patna	75.71	140.21	12.6	74.34	27.34	20.54	0.99	39.56	85.9	152.366667	126.806667	15.75	92.925	34.175	5.135	49.5	49.45	85.9	9	152	Moderate
2018-06-04	Patna	83.58	28.86	17.27	76.14	38.95	49.08	0.91	39.99	84.15	178.6	28.86	21.5875	95.175	48.6875	12.27	45.5	49.9875	84.15	9	179	Moderate
2018-06-05	Patna	73.28	22.18	19.86	106.35	40.32	34	1.14	39.36	73.29	144.266667	22.18	24.825	126.35	50.4	8.5	57	49.2	73.29	9	144	Moderate
2018-06-06	Patna	78.8	159.45	18.77	105.97	39.64	18.13	1.06	35.13	78.54	162.666667	139.633333	23.4625	125.97	49.55	4.5325	53	43.9125	78.54	9	163	Moderate
2018-06-07	Patna	71.43	165.33	18.31	95.73	36.7	15.54	1.12	36.07	53.87	138.1	143.553333	22.8875	115.73	45.875	3.885	56	45.0875	53.87	9	144	Moderate
2018-06-08	Patna	44.22	196.34	15.72	67.95	27.75	46.72	0.95	35.82	65.12	73.7	164.226667	19.65	84.9375	34.6875	11.68	47.5	44.775	65.12	9	164	Moderate
2018-06-09	Patna	52.5	136.75	10.66	54.03	20.75	15.62	0.89	37.58	73.37	87.5	124.5	13.325	67.5375	25.9375	3.905	44.5	46.975	73.37	9	124	Moderate
2018-06-10	Patna	52.52	141.09	7.73	38.81	14.96	32.25	0.81	35.42	85.56	87.533333	127.393333	9.6625	48.5125	18.7	8.0625	40.5	44.275	85.56	9	127	Moderate
2018-06-11	Patna	65.12	34.25	9.16	34.12	14.54	40.34	1.2	34.43	62.8	117.066667	34.25	11.45	42.65	18.175	10.085	60	43.0375	62.8	9	117	Moderate
2018-06-12	Patna	70.93	48.19	6.68	30.59	12.13	30.86	1.13	39.02	82.38	136.433333	48.19	8.35	38.2375	15.1625	7.715	56.5	48.775	82.38	9	136	Moderate
2018-06-13	Patna	80.99	48.59	6.53	26.2	10.75	18.8	0.8	24.88	53.56	169.966667	48.59	8.1625	32.75	13.4375	4.7	40	31.1	53.56	9	170	Moderate
2018-06-14	Patna	77.59	35.64	3.33	15.39	76.95	18.51	0.25	51.81	61.38	158.633333	35.64	4.1625	19.2375	96.1875	4.6275	12.5	64.7625	61.38	9	159	Moderate
2018-06-15	Patna	98.06	86.25	29.96	21.03	12.92	21.96	0.78	26.85	52.9	226.866667	86.25	37.45	26.2875	16.15	5.49	39	33.5625	52.9	9	227	Poor
2018-06-16	Patna	82.94	57.08	3.39	80.91	22.55	12.77	0.9	33.13	69.93	176.466667	57.08	4.2375	100.91	28.1875	3.1925	45	41.4125	69.93	9	176	Moderate
2018-06-17	Patna	82.36	70.7	1.64	55.9	15.56	65.85	1.07	35	68	174.533333	70.7	2.05	69.875	19.45	16.4625	53.5	43.75	68	9	175	Moderate
2018-06-18	Patna	75.28	31.4	1.65	80.83	22.23	52.88	1.38	35.86	59.59	150.933333	31.4	2.0625	100.83	27.7875	13.22	69	44.825	59.59	9	151	Moderate
2018-06-19	Patna	71.61	29.85	15.64	117.08	42.21	31.25	0.9	42.54	72.6	138.7	29.85	19.55	137.08	52.7625	7.8125	45	53.175	72.6	9	139	Moderate
2018-06-20	Patna	67.46	73.69	13.87	116.89	38.69	39.82	0.9	41.49	77.72	124.866667	73.69	17.3375	136.89	48.3625	9.955	45	51.8625	77.72	9	137	Moderate
2018-06-21	Patna	72.52	82.67	13.56	109.9	36.7	38.44	1.01	38.08	72.96	141.733333	82.67	16.95	129.9	45.875	9.61	50.5	47.6	72.96	9	142	Moderate
2018-06-22	Patna	79.93	45.55	9.04	87.24	28.08	41.11	1.12	37.85	93.57	166.433333	45.55	11.3	107.24	35.1	10.2775	56	47.3125	93.57	9	166	Moderate
2018-06-23	Patna	64.14	34.46	17.27	61.85	26.49	39.46	0.87	38.09	84.79	113.8	34.46	21.5875	77.3125	33.1125	9.865	43.5	47.6125	84.79	9	114	Moderate
2018-06-24	Patna	66.35	163.89	9.13	62.02	21.6	43.75	0.91	36.95	53.42	121.166667	142.593333	11.4125	77.525	27	10.9375	45.5	46.1875	53.42	9	143	Moderate
2018-06-25	Patna	68.24	70.62	6.9	57.07	18.96	36.79	0.8	37.88	80.34	127.466667	70.62	8.625	71.3375	23.7	9.1975	40	47.35	80.34	9	127	Moderate
2018-06-26	Patna	43.46	75.33	4.48	39.6	12.97	12.73	0.4	42.11	79.4	72.433333	75.33	5.6	49.5	16.2125	3.1825	20	52.6375	79.4	9	79	Satisfactory
2018-06-27	Patna	52.86	71	24.63	67.25	35.66	36.73	0.83	38.31	51.68	88.1	71	30.7875	84.0625	44.575	9.1825	41.5	47.8875	51.68	9	88	Satisfactory
2018-06-28	Patna	34.85	50.36	16.81	78.12	30.42	42.01	0.76	39	54.57	58.083333	50.36	21.0125	97.65	38.025	10.5025	38	48.75	54.57	9	98	Satisfactory
2018-06-29	Patna	48.51	44.86	24.65	96	46.82	40.02	1.1	39.94	54.45	80.85	44.86	30.8125	116	58.525	10.005	55	49.925	54.45	9	116	Moderate
2018-06-30	Patna	65.58	103.75	16.5	101.49	36.29	14.13	1.23	35.09	70.93	118.6	102.5	20.625	121.49	45.3625	3.5325	61.5	43.8625	70.93	9	121	Moderate
2018-07-01	Patna	60.82	97.81	16.5	80.54	30.87	33.38	1.09	39.85	47.48	102.733333	97.81	20.625	100.54	38.5875	8.345	54.5	49.8125	47.48	9	103	Moderate
2018-07-02	Patna	55.72	48.89	16.48	76.11	29.72	24.06	1.1	40.03	38.71	92.866667	48.89	20.6	95.1375	37.15	6.015	55	50.0375	38.71	9	95	Satisfactory
2018-07-03	Patna	57.51	65.24	9.39	63.66	22.19	12.43	0.76	42.75	48.06	95.85	65.24	11.7375	79.575	27.7375	3.1075	38	53.4375	48.06	9	96	Satisfactory
2018-07-04	Patna	44.58	52.86	10.65	64.3	23.11	10.13	0.73	34.38	59.27	74.3	52.86	13.3125	80.375	28.8875	2.5325	36.5	42.975	59.27	9	80	Satisfactory
2018-07-05	Patna	40.99	133.6	15.75	78.54	29.89	38.9	1.06	39.4	65.75	68.316667	122.4	19.6875	98.175	37.3625	9.725	53	49.25	65.75	9	122	Moderate
2018-07-06	Patna	52.55	70.33	15.66	90.11	32.83	11.89	1.19	41	66.2	87.583333	70.33	19.575	110.11	41.0375	2.9725	59.5	51.25	66.2	9	110	Moderate
2018-07-07	Patna	69.84	51.43	17.46	91.4	37.62	38.86	1.33	46.94	64.4	132.8	51.43	21.825	111.4	47.025	9.715	66.5	58.675	64.4	9	133	Moderate
2018-07-08	Patna	58.43	179.05	17.83	85.25	32.9	22.05	1.25	89.52	59.81	97.383333	152.7	22.2875	105.25	41.125	5.5125	62.5	103.173333	59.81	9	153	Moderate
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	31.2375	114.98	49.6875	5.615	58.5	73.475	63.43	9	115	Moderate
2018-07-10	Patna	41.66	52.63	24.65	70.17	33.13	57.23	1.43	46.2	44.08	69.433333	52.63	30.8125	87.7125	41.4125	14.3075	71.5	57.75	44.08	9	88	Satisfactory
2018-07-11	Patna	49.47	53.13	29.43	76.16	38.51	25.53	1.11	50.3	59.46	82.45	53.13	36.7875	95.2	48.1375	6.3825	55.5	62.875	59.46	9	95	Satisfactory
2018-07-12	Patna	44.65	16.09	23.78	82.57	35.81	19.37	1.04	58.06	64.11	74.416667	16.09	29.725	102.57	44.7625	4.8425	52	72.575	64.11	9	103	Moderate
2018-07-13	Patna	44.33	47.82	26.13	74.62	40.85	53.15	1	80.92	70.26	73.883333	47.82	32.6625	93.275	51.0625	13.2875	50	100.306667	70.26	9	100	Satisfactory
2018-07-14	Patna	42.91	70.35	21.59	76.62	32.93	34.11	1.1	78.96	64.46	71.516667	70.35	26.9875	95.775	41.1625	8.5275	55	98.7	64.46	9	99	Satisfactory
2018-07-15	Patna	42.47	63.33	16.85	66.91	27.56	32.08	0.99	56.12	73.45	70.783333	63.33	21.0625	83.6375	34.45	8.02	49.5	70.15	73.45	9	84	Satisfactory