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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
2018-10-24	Patna	140.29	111.41	9.5	20.9	11.18	64.43	1.68	35.23	99.7	315.607692	107.606667	11.875	26.125	13.975	16.1075	84	44.0375	99.7	9	316	Very Poor
2018-10-25	Patna	147.16	124.74	20.53	25.08	18.94	79.17	2.24	33.53	93.85	320.892308	116.493333	25.6625	31.35	23.675	19.7925	103	41.9125	93.85	9	321	Very Poor
2018-10-26	Patna	171.12	115.93	26.49	25.59	22.7	22.94	3.07	34.53	142.43	339.323077	110.62	33.1125	31.9875	28.375	5.735	113.375	43.1625	162.397059	9	339	Very Poor
2018-10-27	Patna	136.71	145.22	37.13	50.79	37.86	83.85	2.35	26.81	69.53	312.853846	130.146667	46.4125	63.4875	47.325	20.9625	104.375	33.5125	69.53	9	313	Very Poor
2018-10-28	Patna	132.09	375.23	19.56	31.28	19.96	12.03	1.59	27.37	41.53	309.3	331.5375	24.45	39.1	24.95	3.0075	79.5	34.2125	41.53	9	332	Very Poor
2018-10-29	Patna	112.07	101.84	18.98	20.31	16.77	18.69	1.66	25.76	41.1	273.566667	101.226667	23.725	25.3875	20.9625	4.6725	83	32.2	41.1	9	274	Poor
2018-10-30	Patna	137.34	459.45	17.72	15.58	14.79	136.55	1.57	26.47	35.67	313.338462	436.8125	22.15	19.475	18.4875	34.1375	78.5	33.0875	35.67	9	437	Severe
2018-10-31	Patna	103.19	111.56	21.81	16.93	17.61	88.8	2	24.95	56.73	243.966667	107.706667	27.2625	21.1625	22.0125	22.2	100	31.1875	56.73	9	244	Poor
2018-11-01	Patna	155.93	109.17	30.27	14.98	22.24	58.01	2.55	26.5	49.93	327.638462	106.113333	37.8375	18.725	27.8	14.5025	106.875	33.125	49.93	9	328	Very Poor
2018-11-02	Patna	158.76	373.61	19.71	15.05	15.86	44.63	2.32	24.61	53.49	329.815385	329.5125	24.6375	18.8125	19.825	11.1575	104	30.7625	53.49	9	330	Very Poor
2018-11-03	Patna	148.34	63.23	16.1	11.22	12.67	35.75	1.84	28.16	51.42	321.8	63.23	20.125	14.025	15.8375	8.9375	92	35.2	51.42	9	322	Very Poor
2018-11-04	Patna	170.84	78.33	22.08	8.7	15.65	34.78	2.53	22.35	64.15	339.107692	78.33	27.6	10.875	19.5625	8.695	106.625	27.9375	64.15	9	339	Very Poor
2018-11-05	Patna	180.68	68.37	30.69	78.14	45.28	44.82	2.33	29.15	51.9	346.676923	68.37	38.3625	97.675	56.6	11.205	104.125	36.4375	51.9	9	347	Very Poor
2018-11-06	Patna	180.15	116.55	10.64	77.33	26.47	9.87	1.42	31.25	95.46	346.269231	111.033333	13.3	96.6625	33.0875	2.4675	71	39.0625	95.46	9	346	Very Poor
2018-11-07	Patna	258.99	164.86	16.79	61.86	26.2	30.5	1.67	36.17	94.96	406.915385	143.24	20.9875	77.325	32.75	7.625	83.5	45.2125	94.96	9	407	Severe
2018-11-08	Patna	295.52	276.46	9.34	13.56	9.18	44.2	1.67	32.85	66.77	435.015385	226.46	11.675	16.95	11.475	11.05	83.5	41.0625	66.77	9	435	Severe
2018-11-09	Patna	186.59	222.33	8.23	12.18	8.15	90.68	1.33	37.44	72.55	351.223077	181.553333	10.2875	15.225	10.1875	22.67	66.5	46.8	72.55	9	351	Very Poor
2018-11-10	Patna	185.14	447.4	9.62	11.49	8.81	10.22	1.56	34.72	79.94	350.107692	421.75	12.025	14.3625	11.0125	2.555	78	43.4	79.94	9	422	Severe
2018-11-11	Patna	228.08	101.12	8.86	7.84	7.4	55.03	1.79	29.33	81.01	383.138462	100.746667	11.075	9.8	9.25	13.7575	89.5	36.6625	81.01	9	383	Very Poor
2018-11-12	Patna	235.81	148.54	7.51	5.58	6	102.19	1.86	33.72	65.29	389.084615	132.36	9.3875	6.975	7.5	25.5475	93	42.15	65.29	9	389	Very Poor
2018-11-13	Patna	229.06	150.01	6.32	3.26	4.68	11.75	1.69	32.52	86.95	383.892308	133.34	7.9	4.075	5.85	2.9375	84.5	40.65	86.95	9	384	Very Poor
2018-11-14	Patna	261.24	159.01	9.03	2.9	6.19	12.04	2.32	31.41	77.28	408.646154	139.34	11.2875	3.625	7.7375	3.01	104	39.2625	77.28	9	409	Severe
2018-11-15	Patna	172.82	132.08	22.27	23.75	26.86	45.88	1.68	32.99	123.27	340.630769	121.386667	27.8375	29.6875	33.575	11.47	84	41.2375	134.220588	9	341	Very Poor
2018-11-16	Patna	149.27	230.56	9.64	20.9	11.27	12.59	1.64	34.17	40.74	322.515385	187.04	12.05	26.125	14.0875	3.1475	82	42.7125	40.74	9	323	Very Poor
2018-11-17	Patna	135.62	59.77	7.36	14.12	8.13	40.93	1.26	32.77	36.97	312.015385	59.77	9.2	17.65	10.1625	10.2325	63	40.9625	36.97	9	312	Very Poor
2018-11-18	Patna	185.02	83.45	19.84	12.83	15.36	16.24	2.59	33.14	12.32	350.015385	83.45	24.8	16.0375	19.2	4.06	107.375	41.425	12.32	9	350	Very Poor
2018-11-19	Patna	259.86	319.12	39.28	9.89	26.16	14.46	2.75	34.64	18.24	407.584615	269.12	49.1	12.3625	32.7	3.615	109.375	43.3	18.24	9	408	Severe
2018-11-20	Patna	275.6	177.92	23.43	5.49	15.47	9.7	3.2	30.7	29.47	419.692308	151.946667	29.2875	6.8625	19.3375	2.425	115	38.375	29.47	9	420	Severe
2018-11-21	Patna	276.11	349.54	28.63	2.68	16.95	46.84	2.31	38.44	40.22	420.084615	299.54	35.7875	3.35	21.1875	11.71	103.875	48.05	40.22	9	420	Severe
2018-11-22	Patna	237.86	152.7	31.34	6.07	18.78	39.92	2.92	33.15	34.42	390.661538	135.133333	39.175	7.5875	23.475	9.98	111.5	41.4375	34.42	9	391	Very Poor
2018-11-23	Patna	214.56	50.78	16.91	12.27	13.41	10.43	2.6	31.94	57.96	372.738462	50.78	21.1375	15.3375	16.7625	2.6075	107.5	39.925	57.96	9	373	Very Poor
2018-11-24	Patna	210.55	93.05	13.39	10.83	10.93	10.78	2.55	34.8	37.14	369.653846	93.05	16.7375	13.5375	13.6625	2.695	106.875	43.5	37.14	9	370	Very Poor
2018-11-25	Patna	253.65	171.43	16.19	9.22	12.07	51.32	3.16	33.66	37.01	402.807692	147.62	20.2375	11.525	15.0875	12.83	114.5	42.075	37.01	9	403	Severe
2018-11-26	Patna	260.83	362.41	38.96	6.61	23.81	30.88	3.01	35.12	58.03	408.330769	315.5125	48.7	8.2625	29.7625	7.72	112.625	43.9	58.03	9	408	Severe
2018-11-27	Patna	204.45	378.23	24.01	8.22	16.57	10.25	3.36	42.79	51.25	364.961538	335.2875	30.0125	10.275	20.7125	2.5625	117	53.4875	51.25	9	365	Very Poor
2018-11-28	Patna	161.01	356.12	36.53	27.72	32.01	39.76	2.32	50.93	52.81	331.546154	307.65	45.6625	34.65	40.0125	9.94	104	63.6625	52.81	9	332	Very Poor
2018-11-29	Patna	195.57	363.12	27.69	12.48	20.04	51.41	3.58	51.82	34.93	358.130769	316.4	34.6125	15.6	25.05	12.8525	119.75	64.775	34.93	9	358	Very Poor
2018-11-30	Patna	195.42	175.08	16.81	9.65	12.7	10.92	3	45.49	35.79	358.015385	150.053333	21.0125	12.0625	15.875	2.73	112.5	56.8625	35.79	9	358	Very Poor
2018-12-01	Patna	251.78	147.06	10.89	7.58	8.57	10.94	2.79	32.36	25.18	401.369231	131.373333	13.6125	9.475	10.7125	2.735	109.875	40.45	25.18	9	401	Severe
2018-12-02	Patna	251.83	145.82	14.59	4.56	10.01	45.3	2.95	31.97	21.72	401.407692	130.546667	18.2375	5.7	12.5125	11.325	111.875	39.9625	21.72	9	401	Severe
2018-12-03	Patna	260.82	215.08	34.03	23.02	29.59	18.51	2.95	33.19	27.87	408.323077	176.72	42.5375	28.775	36.9875	4.6275	111.875	41.4875	27.87	9	408	Severe
2018-12-04	Patna	290.17	393.74	58.22	98.74	63.88	51.21	3.68	24.44	22.96	430.9	354.675	72.775	118.74	79.85	12.8025	121	30.55	22.96	9	431	Severe
2018-12-05	Patna	289.43	345.32	32.86	114.75	49.65	18.26	2.96	28.69	28.35	430.330769	295.32	41.075	134.75	62.0625	4.565	112	35.8625	28.35	9	430	Severe
2018-12-06	Patna	262.16	395.33	18.95	61.62	27.46	52.53	2.86	24.78	49.86	409.353846	356.6625	23.6875	77.025	34.325	13.1325	110.75	30.975	49.86	9	409	Severe
2018-12-07	Patna	246.52	92.8	10.49	18.31	11.1	32.84	2.89	25.16	27.51	397.323077	92.8	13.1125	22.8875	13.875	8.21	111.125	31.45	27.51	9	397	Very Poor
2018-12-08	Patna	282.8	122.93	21.37	40.6	23.45	12.1	2.83	29.52	25.08	425.230769	115.286667	26.7125	50.75	29.3125	3.025	110.375	36.9	25.08	9	425	Severe
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	28.7375	24.575	23.7	9.715	103.75	58.025	24.21	9	406	Severe
2018-12-10	Patna	303.44	137.41	33.38	9.16	22.37	10.81	3.5	40.06	42.51	441.107692	124.94	41.725	11.45	27.9625	2.7025	118.75	50.075	42.51	9	441	Severe
2018-12-11	Patna	253.4	461.98	45.55	44.38	46.74	58.67	2.44	41.9	41.9	402.615385	439.975	56.9375	55.475	58.425	14.6675	105.5	52.375	41.9	9	440	Severe
2018-12-12	Patna	207.54	327.23	47.87	19.84	31.18	21.1	2.83	43.91	17.88	367.338462	277.23	59.8375	24.8	38.975	5.275	110.375	54.8875	17.88	9	367	Very Poor
2018-12-13	Patna	234.72	123.7	37.09	20.22	24.74	19.05	2.7	35.35	23.49	388.246154	115.8	46.3625	25.275	30.925	4.7625	108.75	44.1875	23.49	9	388	Very Poor
2018-12-14	Patna	253.49	196.85	18	20.57	13.25	23.02	2.09	43.64	24.09	402.684615	164.566667	22.5	25.7125	16.5625	5.755	101.125	54.55	24.09	9	403	Severe
2018-12-15	Patna	159.5	81.06	12.24	20.19	9.65	41.97	1.19	37.27	48.1	330.384615	81.06	15.3	25.2375	12.0625	10.4925	59.5	46.5875	48.1	9	330	Very Poor
2018-12-16	Patna	160.16	252.01	13.49	19.21	10.16	24.23	1.29	35.83	46.55	330.892308	202.01	16.8625	24.0125	12.7	6.0575	64.5	44.7875	46.55	9	331	Very Poor
2018-12-17	Patna	278.9	140.52	12.92	18.52	9.64	43.52	1.42	37.63	49.14	422.230769	127.013333	16.15	23.15	12.05	10.88	71	47.0375	49.14	9	422	Severe
2018-12-18	Patna	205.41	339.38	12.23	17.36	8.93	51.04	1.16	36.54	24.64	365.7	289.38	15.2875	21.7	11.1625	12.76	58	45.675	24.64	9	366	Very Poor
2018-12-19	Patna	120.06	351.7	27.48	39.95	25.13	44.27	1.87	33.23	49.9	300.046154	302.125	34.35	49.9375	31.4125	11.0675	93.5	41.5375	49.9	9	302	Very Poor
2018-12-20	Patna	343.85	429.33	14.22	16.5	12.91	9.49	2.76	28.34	64.96	472.192308	399.1625	17.775	20.625	16.1375	2.3725	109.5	35.425	64.96	9	472	Severe
2018-12-21	Patna	353.24	143.39	10.97	9.85	9.21	10.79	2.3	28.81	27.3	479.415385	128.926667	13.7125	12.3125	11.5125	2.6975	103.75	36.0125	27.3	9	479	Severe
2018-12-22	Patna	426.71	93.24	20.03	7.84	13.73	13.22	2.08	32.46	34.56	535.930769	93.24	25.0375	9.8	17.1625	3.305	101	40.575	34.56	9	536	Severe
2018-12-23	Patna	283.17	86.46	10.48	6.1	7.94	53.29	2.53	27.61	46.25	425.515385	86.46	13.1	7.625	9.925	13.3225	106.625	34.5125	46.25	9	426	Severe
2018-12-24	Patna	253.38	546.59	7.14	5.32	5.72	13.72	1.9	33.02	41.44	402.6	545.7375	8.925	6.65	7.15	3.43	95	41.275	41.44	9	546	Severe
2018-12-25	Patna	240.54	102.48	6.74	4.75	5.28	12.02	1.82	28.1	43.56	392.723077	101.653333	8.425	5.9375	6.6	3.005	91	35.125	43.56	9	393	Very Poor
2018-12-26	Patna	263.32	137.58	16.2	4.11	10.26	50.38	2.1	34.63	36.73	410.246154	125.053333	20.25	5.1375	12.825	12.595	101.25	43.2875	36.73	9	410	Severe
2018-12-27	Patna	244.4	134.16	12.3	6.01	8.97	56.6	2.24	28.16	40.96	395.692308	122.773333	15.375	7.5125	11.2125	14.15	103	35.2	40.96	9	396	Very Poor
2018-12-28	Patna	203.88	387.84	23.84	11.34	20.82	34.77	1.74	28.76	29.98	364.523077	347.3	29.8	14.175	26.025	8.6925	87	35.95	29.98	9	365	Very Poor
2018-12-29	Patna	249.73	399.14	62.72	96.82	69.6	43.22	2.61	44.55	15.18	399.792308	361.425	78.4	116.82	87	10.805	107.625	55.6875	15.18	9	400	Very Poor
2018-12-30	Patna	337.17	100.07	38.91	164.83	62.85	14.25	2.54	25.07	60.97	467.053846	100.046667	48.6375	184.83	78.5625	3.5625	106.75	31.3375	60.97	9	467	Severe
2018-12-31	Patna	359.32	494.51	40.82	113.29	48.29	16.72	2.8	25.42	70.44	484.092308	480.6375	51.025	133.29	60.3625	4.18	110	31.775	70.44	9	484	Severe
2019-01-01	Patna	436.55	107.76	32.51	21.09	24.91	28.4	2.86	33.82	53.72	543.5	105.173333	40.6375	26.3625	31.1375	7.1	110.75	42.275	53.72	9	544	Severe
2019-01-02	Patna	463.51	515.72	57.56	32.27	45.12	31.32	3.65	31.81	46.44	564.238462	507.15	71.95	40.3375	56.4	7.83	120.625	39.7625	46.44	9	564	Severe
2019-01-03	Patna	398.93	519.34	29.39	65.46	34.78	29.72	2.61	34.85	56.93	514.561538	511.675	36.7375	81.825	43.475	7.43	107.625	43.5625	56.93	9	515	Severe
2019-01-04	Patna	376.2	105.52	48.86	44.39	41.14	24.95	2.18	31.78	57.04	497.076923	103.68	61.075	55.4875	51.425	6.2375	102.25	39.725	57.04	9	497	Severe
2019-01-05	Patna	423.94	216.49	85.64	30.31	59.21	18.17	2.2	36.1	32.31	533.8	177.66	105.64	37.8875	74.0125	4.5425	102.5	45.125	32.31	9	534	Severe
2019-01-06	Patna	230.07	105.51	27.86	31.34	25.02	55.71	2.14	33.58	41.91	384.669231	103.673333	34.825	39.175	31.275	13.9275	101.75	41.975	41.91	9	385	Very Poor
2019-01-07	Patna	214.9	157.71	19.54	26.93	18.83	56.06	1.19	32	26.97	373	138.473333	24.425	33.6625	23.5375	14.015	59.5	40	26.97	9	373	Very Poor
2019-01-08	Patna	131.75	106.76	7.39	24.25	10.77	26.12	0.37	33.24	42.37	309.038462	104.506667	9.2375	30.3125	13.4625	6.53	18.5	41.55	42.37	9	309	Very Poor
2019-01-09	Patna	162.64	164.93	6.93	24.67	10.59	18.51	1.14	32.73	69.1	332.8	143.286667	8.6625	30.8375	13.2375	4.6275	57	40.9125	69.1	9	333	Very Poor
2019-01-10	Patna	241.28	108.49	27.56	20.83	22.04	44.67	1.42	35.12	72.31	393.292308	105.66	34.45	26.0375	27.55	11.1675	71	43.9	72.31	9	393	Very Poor
2019-01-11	Patna	312.38	240.04	33.09	17.02	24.43	64.09	3.15	28.05	63.65	447.984615	193.36	41.3625	21.275	30.5375	16.0225	114.375	35.0625	63.65	9	448	Severe
2019-01-12	Patna	300.4	146	58.83	26.11	42.11	43.75	2.54	33.52	56.28	438.769231	130.666667	73.5375	32.6375	52.6375	10.9375	106.75	41.9	56.28	9	439	Severe
2019-01-13	Patna	295.69	403.32	26.42	15.35	19.93	27.09	2.42	33.72	58.98	435.146154	366.65	33.025	19.1875	24.9125	6.7725	105.25	42.15	58.98	9	435	Severe
2019-01-14	Patna	250.19	191.3	5.5	7.88	5.37	26.18	1.03	31.37	85.39	400.146154	160.866667	6.875	9.85	6.7125	6.545	51.5	39.2125	85.39	9	400	Very Poor
2019-01-15	Patna	122.77	188.89	17.7	27.69	19.78	63.11	0.85	30.88	76.55	302.130769	159.26	22.125	34.6125	24.725	15.7775	42.5	38.6	76.55	9	302	Very Poor
2019-01-16	Patna	234.01	194.79	24.82	12.69	18.33	22.12	2.56	32.24	33.83	387.7	163.193333	31.025	15.8625	22.9125	5.53	107	40.3	33.83	9	388	Very Poor
2019-01-17	Patna	359.72	156.89	21.95	7.79	15.32	45.63	2.96	32.07	25.2	484.4	137.926667	27.4375	9.7375	19.15	11.4075	112	40.0875	25.2	9	484	Severe
2019-01-18	Patna	337.78	154.77	13.85	2.82	9.05	48.6	2.48	31.11	29.4	467.523077	136.513333	17.3125	3.525	11.3125	12.15	106	38.8875	29.4	9	468	Severe
2019-01-19	Patna	277.86	102.34	15.63	22.85	15.29	22.85	2.11	31.81	35.35	421.430769	101.56	19.5375	28.5625	19.1125	5.7125	101.375	39.7625	35.35	9	421	Severe
2019-01-20	Patna	363.78	285.55	20.84	10.18	14.79	14.47	2.27	36.53	41.42	487.523077	235.55	26.05	12.725	18.4875	3.6175	103.375	45.6625	41.42	9	488	Severe
2019-01-21	Patna	478.16	99.24	51.71	17.36	33.22	19.07	3.41	30.18	38.13	575.507692	99.24	64.6375	21.7	41.525	4.7675	117.625	37.725	38.13	9	576	Severe
2019-01-22	Patna	313.62	136.15	48.09	188.74	78.51	39.73	1.89	31.23	42.25	448.938462	124.1	60.1125	208.74	98.1375	9.9325	94.5	39.0375	42.25	9	449	Severe
2019-01-23	Patna	176.15	113.83	62.02	133.07	74.17	16.95	0.89	43.74	39.51	343.192308	109.22	77.525	153.07	92.7125	4.2375	44.5	54.675	39.51	9	343	Very Poor
2019-01-24	Patna	133.04	150.95	57.97	122.91	67	15.78	1.24	46.97	22.17	310.030769	133.966667	72.4625	142.91	83.75	3.945	62	58.7125	22.17	9	310	Very Poor
2019-01-25	Patna	191.67	87.96	54.13	95.22	57.49	14.75	1.62	45.36	17.91	355.130769	87.96	67.6625	115.22	71.8625	3.6875	81	56.7	17.91	9	355	Very Poor
2019-01-26	Patna	177.96	62.98	15.48	33.82	18.15	28.83	1.17	46.11	15.48	344.584615	62.98	19.35	42.275	22.6875	7.2075	58.5	57.6375	15.48	9	345	Very Poor
2019-01-27	Patna	100.17	74.22	6.96	27.08	11.24	65.49	0.59	45.77	30.5	233.9	74.22	8.7	33.85	14.05	16.3725	29.5	57.2125	30.5	9	234	Poor
2019-01-28	Patna	98.08	104.9	8.21	32.66	13.44	12.92	0.84	43.78	42.17	226.933333	103.266667	10.2625	40.825	16.8	3.23	42	54.725	42.17	9	227	Poor
2019-01-29	Patna	103.89	125.09	5.43	28.28	10.62	28.24	0.66	42.61	72.53	246.3	116.726667	6.7875	35.35	13.275	7.06	33	53.2625	72.53	9	246	Poor
2019-01-30	Patna	135.71	334.21	9.29	27.06	12.64	64.06	1.16	43.42	78.81	312.084615	284.21	11.6125	33.825	15.8	16.015	58	54.275	78.81	9	312	Very Poor
2019-01-31	Patna	262.54	335.07	68.88	97.43	67.08	64.5	2.24	46.97	41.73	409.646154	285.07	86.1	117.43	83.85	16.125	103	58.7125	41.73	9	410	Severe