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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
2017-06-29	Bengaluru	36.44	78.38	12.12	31.89	0	32.05	0.42	6.62	9.92	60.733333	78.38	15.15	39.8625	0	8.0125	21	8.275	9.92	8	78	Satisfactory
2017-06-30	Bengaluru	35.4	107.39	15.16	33.89	0	31.99	0.69	6.63	10.32	59	104.926667	18.95	42.3625	0	7.9975	34.5	8.2875	10.32	8	105	Moderate
2017-07-01	Bengaluru	25.33	129.55	24.27	39.99	0	31.77	0.67	7.11	11.34	42.216667	119.7	30.3375	49.9875	0	7.9425	33.5	8.8875	11.34	8	120	Moderate
2017-07-02	Bengaluru	30.07	110.45	54.79	68.84	0	90.01	1.64	6.55	10.47	50.116667	106.966667	68.4875	86.05	0	22.5025	82	8.1875	10.47	8	107	Moderate
2017-07-03	Bengaluru	25.82	93.48	43.48	68.34	0	104.87	0.69	6.23	10.21	43.033333	93.48	54.35	85.425	0	26.2175	34.5	7.7875	10.21	8	93	Satisfactory
2017-07-04	Bengaluru	28.2	82.18	20.75	32.27	0	3.57	0.59	5.81	9.67	47	82.18	25.9375	40.3375	0	0.8925	29.5	7.2625	9.67	8	82	Satisfactory
2017-07-05	Bengaluru	50.81	87.64	17.99	30.38	0	3.23	0.62	4.7	8.98	84.683333	87.64	22.4875	37.975	0	0.8075	31	5.875	8.98	8	88	Satisfactory
2017-07-06	Bengaluru	42.38	79.21	13.97	27.42	0	3.63	0.52	3.82	9.26	70.633333	79.21	17.4625	34.275	0	0.9075	26	4.775	9.26	8	79	Satisfactory
2017-07-07	Bengaluru	29.46	126.74	15.39	27.96	0	30.98	0.56	3.86	12.39	49.1	117.826667	19.2375	34.95	0	7.745	28	4.825	12.39	8	118	Moderate
2017-07-08	Bengaluru	313.59	120.31	24.05	32.94	0	29.43	0.69	4.97	9.39	448.915385	113.54	30.0625	41.175	0	7.3575	34.5	6.2125	9.39	8	449	Severe
2017-07-09	Bengaluru	35.29	109.11	17.04	31.08	0	32.09	0.6	5.16	9.34	58.816667	106.073333	21.3	38.85	0	8.0225	30	6.45	9.34	8	106	Moderate
2017-07-10	Bengaluru	33.44	102.45	13.86	29.55	0	32.39	0.63	5.33	10.61	55.733333	101.633333	17.325	36.9375	0	8.0975	31.5	6.6625	10.61	8	102	Moderate
2017-07-11	Bengaluru	29.38	88.16	17.23	29.5	0	30.96	0.64	4.09	12.44	48.966667	88.16	21.5375	36.875	0	7.74	32	5.1125	12.44	8	88	Satisfactory
2017-07-12	Bengaluru	27.64	76.48	12.48	26.82	0	27.05	0.68	5.16	18.42	46.066667	76.48	15.6	33.525	0	6.7625	34	6.45	18.42	8	76	Satisfactory
2017-07-13	Bengaluru	28.97	95.74	16.61	30.58	0	27.1	1.53	4.45	24.82	48.283333	95.74	20.7625	38.225	0	6.775	76.5	5.5625	24.82	8	96	Satisfactory
2017-07-14	Bengaluru	22.68	96.47	13.31	30.3	0	26.36	0.67	5.41	47.62	37.8	96.47	16.6375	37.875	0	6.59	33.5	6.7625	47.62	8	96	Satisfactory
2017-07-15	Bengaluru	22.43	112.32	16.15	32.43	0	26.88	0.6	7.9	47.14	37.383333	108.213333	20.1875	40.5375	0	6.72	30	9.875	47.14	8	108	Moderate
2017-07-16	Bengaluru	17.2	98.67	13.34	31.1	0	26.78	0.52	6.3	23.82	28.666667	98.67	16.675	38.875	0	6.695	26	7.875	23.82	8	99	Satisfactory
2017-07-17	Bengaluru	21.05	110.36	11.56	30.06	0	26.87	0.58	4.72	44.94	35.083333	106.906667	14.45	37.575	0	6.7175	29	5.9	44.94	8	107	Moderate
2017-07-18	Bengaluru	18.45	82.75	12.68	29.79	0	26.88	0.62	4.58	27.09	30.75	82.75	15.85	37.2375	0	6.72	31	5.725	27.09	8	83	Satisfactory
2017-07-19	Bengaluru	16.44	66.58	18.77	31.75	0	27.04	0.68	4.71	30.16	27.4	66.58	23.4625	39.6875	0	6.76	34	5.8875	30.16	8	67	Satisfactory
2017-07-20	Bengaluru	31.68	87.62	16.76	31.34	0	26.84	0.65	5.1	54.5	52.8	87.62	20.95	39.175	0	6.71	32.5	6.375	54.5	8	88	Satisfactory
2017-07-21	Bengaluru	21.53	104.24	15.46	31.7	0	26.79	1.12	5.3	41.97	35.883333	102.826667	19.325	39.625	0	6.6975	56	6.625	41.97	8	103	Moderate
2017-07-22	Bengaluru	20.15	120.48	17.16	33.19	0	27.12	1.35	4.29	53.85	33.583333	113.653333	21.45	41.4875	0	6.78	67.5	5.3625	53.85	8	114	Moderate
2017-07-23	Bengaluru	17.34	117.82	15.55	32.36	0	26.75	1.08	5.61	24.37	28.9	111.88	19.4375	40.45	0	6.6875	54	7.0125	24.37	8	112	Moderate
2017-07-24	Bengaluru	24.23	111.03	10.47	31.45	0	26.97	1.08	5.68	42.69	40.383333	107.353333	13.0875	39.3125	0	6.7425	54	7.1	42.69	8	107	Moderate
2017-07-25	Bengaluru	28.54	99.2	11.09	30.72	0	27.22	1.4	5.2	50.04	47.566667	99.2	13.8625	38.4	0	6.805	70	6.5	50.04	8	99	Satisfactory
2017-07-26	Bengaluru	23.68	105.63	9.88	30.53	0	26.72	0.59	4.73	51.12	39.466667	103.753333	12.35	38.1625	0	6.68	29.5	5.9125	51.12	8	104	Moderate
2017-07-27	Bengaluru	24.49	95.5	10.99	31.02	0	27.03	0.59	5.17	55.9	40.816667	95.5	13.7375	38.775	0	6.7575	29.5	6.4625	55.9	8	96	Satisfactory
2017-07-28	Bengaluru	21.77	77.97	9.59	28.74	0	26.46	1.17	4.57	51.05	36.283333	77.97	11.9875	35.925	0	6.615	58.5	5.7125	51.05	8	78	Satisfactory
2017-07-29	Bengaluru	27.91	88.52	9.68	29.8	0	26.99	1.07	4.72	56.82	46.516667	88.52	12.1	37.25	0	6.7475	53.5	5.9	56.82	8	89	Satisfactory
2017-07-30	Bengaluru	22.36	91.72	11.51	29.57	0	26.87	1.07	4.67	23.6	37.266667	91.72	14.3875	36.9625	0	6.7175	53.5	5.8375	23.6	8	92	Satisfactory
2017-07-31	Bengaluru	27.27	90.24	8	28.65	0	26.22	0.48	5.23	45.36	45.45	90.24	10	35.8125	0	6.555	24	6.5375	45.36	8	90	Satisfactory
2017-08-01	Bengaluru	26.57	91.01	7.35	26.22	0	24.62	1.5	5.34	54.93	44.283333	91.01	9.1875	32.775	0	6.155	75	6.675	54.93	8	91	Satisfactory
2017-08-02	Bengaluru	20.74	91.07	12.96	26.36	0	24.78	1.77	5.6	41.25	34.566667	91.07	16.2	32.95	0	6.195	88.5	7	41.25	8	91	Satisfactory
2017-08-03	Bengaluru	17.67	74.63	16.81	25.46	0	24.54	2.95	5.31	39.16	29.45	74.63	21.0125	31.825	0	6.135	111.875	6.6375	39.16	8	112	Moderate
2017-08-04	Bengaluru	13.74	62.14	10.46	25.64	0	24.15	0.63	5.89	25.85	22.9	62.14	13.075	32.05	0	6.0375	31.5	7.3625	25.85	8	62	Satisfactory
2017-08-05	Bengaluru	17.69	78.23	9.01	27.5	0	24.57	1.27	5.13	30.04	29.483333	78.23	11.2625	34.375	0	6.1425	63.5	6.4125	30.04	8	78	Satisfactory
2017-08-06	Bengaluru	15.21	81.72	8.53	27.33	0	24.46	2.44	5.32	6.06	25.35	81.72	10.6625	34.1625	0	6.115	105.5	6.65	6.06	8	106	Moderate
2017-08-07	Bengaluru	22.82	88.33	8.83	27.76	0	24.53	2.91	5.27	54.59	38.033333	88.33	11.0375	34.7	0	6.1325	111.375	6.5875	54.59	8	111	Moderate
2017-08-08	Bengaluru	21.07	99.54	8.48	27.75	0	24.43	2.01	5.79	48.17	35.116667	99.54	10.6	34.6875	0	6.1075	100.125	7.2375	48.17	8	100	Satisfactory
2017-08-09	Bengaluru	22.31	92.2	14.25	29.38	0	24.68	0.95	5.12	33.6	37.183333	92.2	17.8125	36.725	0	6.17	47.5	6.4	33.6	8	92	Satisfactory
2017-08-10	Bengaluru	14.14	77.12	10.87	27.85	0	24.56	0.61	4.46	9.71	23.566667	77.12	13.5875	34.8125	0	6.14	30.5	5.575	9.71	8	77	Satisfactory
2017-08-11	Bengaluru	10.11	71.85	14.03	32.5	0	24.42	0.68	4.06	16.65	16.85	71.85	17.5375	40.625	0	6.105	34	5.075	16.65	8	72	Satisfactory
2017-08-12	Bengaluru	3.91	61.7	12.54	32.46	0	6.12	0.86	5.24	18.87	6.516667	61.7	15.675	40.575	0	1.53	43	6.55	18.87	8	62	Satisfactory
2017-08-13	Bengaluru	4.69	116.59	16.42	32.78	8.55	6.28	1.14	4.6	23.74	7.816667	111.06	20.525	40.975	10.6875	1.57	57	5.75	23.74	9	111	Moderate
2017-08-14	Bengaluru	19.41	115.3	12.81	32.52	0	22.95	0.96	4.92	26.54	32.35	110.2	16.0125	40.65	0	5.7375	48	6.15	26.54	8	110	Moderate
2017-08-15	Bengaluru	20.88	68.12	14.75	29.7	0	24.17	0.64	5.4	7.35	34.8	68.12	18.4375	37.125	0	6.0425	32	6.75	7.35	8	68	Satisfactory
2017-08-16	Bengaluru	17.91	60.6	7.34	24.95	0	24.61	1.01	5.43	20.51	29.85	60.6	9.175	31.1875	0	6.1525	50.5	6.7875	20.51	8	61	Satisfactory
2017-08-17	Bengaluru	18.42	78.23	5.51	29.56	0	24.71	1.25	4.51	21.86	30.7	78.23	6.8875	36.95	0	6.1775	62.5	5.6375	21.86	8	78	Satisfactory
2017-08-18	Bengaluru	14.92	57.1	7.89	30.9	0	24.69	0.61	4.3	21.39	24.866667	57.1	9.8625	38.625	0	6.1725	30.5	5.375	21.39	8	57	Satisfactory
2017-08-19	Bengaluru	18.66	53.12	9.13	27.62	0	24.52	0.68	4.7	20.13	31.1	53.12	11.4125	34.525	0	6.13	34	5.875	20.13	8	53	Satisfactory
2017-08-20	Bengaluru	10.89	61.8	16.11	29.64	0	24.3	1.02	4.93	11.17	18.15	61.8	20.1375	37.05	0	6.075	51	6.1625	11.17	8	62	Satisfactory
2017-08-21	Bengaluru	14.53	88.86	11.74	28.09	0	24.48	0.95	4.92	16.04	24.216667	88.86	14.675	35.1125	0	6.12	47.5	6.15	16.04	8	89	Satisfactory
2017-08-22	Bengaluru	18.87	89.66	11.4	26.93	0	24.4	0.89	5.08	20.89	31.45	89.66	14.25	33.6625	0	6.1	44.5	6.35	20.89	8	90	Satisfactory
2017-08-23	Bengaluru	18.18	75.76	9.12	26.59	0	24.3	0.85	4.21	27.15	30.3	75.76	11.4	33.2375	0	6.075	42.5	5.2625	27.15	8	76	Satisfactory
2017-08-24	Bengaluru	59.05	66.25	11.58	27.01	0	24.49	0.71	4.66	21.84	98.416667	66.25	14.475	33.7625	0	6.1225	35.5	5.825	21.84	8	98	Satisfactory
2017-08-25	Bengaluru	97.97	49.59	8.83	25.15	0	24.22	0.57	4.71	19.86	226.566667	49.59	11.0375	31.4375	0	6.055	28.5	5.8875	19.86	8	227	Poor
2017-08-26	Bengaluru	14.19	72.62	9.51	26.25	0	25.06	0.97	4.61	19.83	23.65	72.62	11.8875	32.8125	0	6.265	48.5	5.7625	19.83	8	73	Satisfactory
2017-08-27	Bengaluru	11.71	48.41	11.76	26.08	0	24.2	0.67	4.85	7.65	19.516667	48.41	14.7	32.6	0	6.05	33.5	6.0625	7.65	8	48	Good
2017-08-28	Bengaluru	17.58	89.92	15.21	28.01	0	24.36	0.86	5.52	13.12	29.3	89.92	19.0125	35.0125	0	6.09	43	6.9	13.12	8	90	Satisfactory
2017-08-29	Bengaluru	16.33	100.74	15.67	28.51	0	24.61	1.01	4.79	14.98	27.216667	100.493333	19.5875	35.6375	0	6.1525	50.5	5.9875	14.98	8	100	Satisfactory
2017-08-30	Bengaluru	20.42	90.87	10.24	26.31	0	24.58	0.85	4.85	16.33	34.033333	90.87	12.8	32.8875	0	6.145	42.5	6.0625	16.33	8	91	Satisfactory
2017-08-31	Bengaluru	24.96	111.68	7.86	26.74	0	24.78	0.77	5.48	24.66	41.6	107.786667	9.825	33.425	0	6.195	38.5	6.85	24.66	8	108	Moderate
2017-09-01	Bengaluru	158.67	86.06	12.57	26.66	0	24.45	1.25	4.92	13.48	329.746154	86.06	15.7125	33.325	0	6.1125	62.5	6.15	13.48	8	330	Very Poor
2017-09-02	Bengaluru	114.92	87.12	24.01	31.99	0	24.44	0.82	4.8	15.86	283.066667	87.12	30.0125	39.9875	0	6.11	41	6	15.86	8	283	Poor
2017-09-03	Bengaluru	14.2	59.94	16.73	30.59	0	24.2	0.68	4.77	29.74	23.666667	59.94	20.9125	38.2375	0	6.05	34	5.9625	29.74	8	60	Satisfactory
2017-09-04	Bengaluru	39.74	85.24	15.95	30.16	0	24.42	0.77	4.65	23.83	66.233333	85.24	19.9375	37.7	0	6.105	38.5	5.8125	23.83	8	85	Satisfactory
2017-09-05	Bengaluru	14.2	98.1	13.44	28.6	0	24.44	1.34	5.28	23.99	23.666667	98.1	16.8	35.75	0	6.11	67	6.6	23.99	8	98	Satisfactory
2017-09-06	Bengaluru	21.2	49.13	14.2	28.55	0	24.13	0.63	5.28	27.63	35.333333	49.13	17.75	35.6875	0	6.0325	31.5	6.6	27.63	8	49	Good
2017-09-07	Bengaluru	9.57	100.44	14.26	30.93	0	24.37	0.7	5.62	12.5	15.95	100.293333	17.825	38.6625	0	6.0925	35	7.025	12.5	8	100	Satisfactory
2017-09-08	Bengaluru	32.86	72.73	11.97	30.75	0	24.37	0.91	4.7	34.54	54.766667	72.73	14.9625	38.4375	0	6.0925	45.5	5.875	34.54	8	73	Satisfactory
2017-09-09	Bengaluru	22.63	83.19	17.49	36.31	0	24.34	0.69	4.83	15.06	37.716667	83.19	21.8625	45.3875	0	6.085	34.5	6.0375	15.06	8	83	Satisfactory
2017-09-10	Bengaluru	14.52	93.49	31.66	39.24	0	49.74	0.68	5.96	9.66	24.2	93.49	39.575	49.05	0	12.435	34	7.45	9.66	8	93	Satisfactory
2017-09-11	Bengaluru	15.27	115.56	24.71	42.37	0	5.37	0.73	6.18	9.5	25.45	110.373333	30.8875	52.9625	0	1.3425	36.5	7.725	9.5	8	110	Moderate
2017-09-12	Bengaluru	17.48	104.51	16.21	39.09	0	25.28	0.73	5.45	11.3	29.133333	103.006667	20.2625	48.8625	0	6.32	36.5	6.8125	11.3	8	103	Moderate
2017-09-13	Bengaluru	16.5	108.42	12.07	34.8	0	24.62	0.67	4.68	12.87	27.5	105.613333	15.0875	43.5	0	6.155	33.5	5.85	12.87	8	106	Moderate
2017-09-14	Bengaluru	14.05	90.68	9.17	29.42	0	24.2	0.94	4.4	28.38	23.416667	90.68	11.4625	36.775	0	6.05	47	5.5	28.38	8	91	Satisfactory
2017-09-15	Bengaluru	8.58	71.81	11.34	31.38	0	25.08	0.58	4.68	18.53	14.3	71.81	14.175	39.225	0	6.27	29	5.85	18.53	8	72	Satisfactory
2017-09-16	Bengaluru	8.49	92.8	11.49	31.42	0	24.21	0.37	5.42	14.39	14.15	92.8	14.3625	39.275	0	6.0525	18.5	6.775	14.39	8	93	Satisfactory
2017-09-17	Bengaluru	7.02	52.78	12.3	31.84	0	23.37	0.42	5.52	5.9	11.7	52.78	15.375	39.8	0	5.8425	21	6.9	5.9	8	53	Satisfactory
2017-09-18	Bengaluru	8.57	66.31	8.79	28.46	0	23.92	0.42	5.12	6.18	14.283333	66.31	10.9875	35.575	0	5.98	21	6.4	6.18	8	66	Satisfactory
2017-09-19	Bengaluru	7.68	87.05	8.76	29.35	0	23.97	0.42	5.56	19.64	12.8	87.05	10.95	36.6875	0	5.9925	21	6.95	19.64	8	87	Satisfactory
2017-09-20	Bengaluru	10.21	81.53	6.9	28.47	0	24.05	0.47	5.14	25.61	17.016667	81.53	8.625	35.5875	0	6.0125	23.5	6.425	25.61	8	82	Satisfactory
2017-09-21	Bengaluru	12.64	80.51	7.32	28.19	0	24.04	0.38	5.16	24.16	21.066667	80.51	9.15	35.2375	0	6.01	19	6.45	24.16	8	81	Satisfactory
2017-09-22	Bengaluru	17.93	80.49	6.28	27.46	0	24.05	0.35	4.89	28.96	29.883333	80.49	7.85	34.325	0	6.0125	17.5	6.1125	28.96	8	80	Satisfactory
2017-09-23	Bengaluru	21.62	91.14	10.16	30.95	0	24.15	0.4	5.3	41.31	36.033333	91.14	12.7	38.6875	0	6.0375	20	6.625	41.31	8	91	Satisfactory
2017-09-24	Bengaluru	23.7	112.5	15.23	35.09	0	24.18	0.49	6.04	29.38	39.5	108.333333	19.0375	43.8625	0	6.045	24.5	7.55	29.38	8	108	Moderate
2017-09-25	Bengaluru	19.26	53.18	8.88	29.23	0	23.77	0.4	5.49	24.14	32.1	53.18	11.1	36.5375	0	5.9425	20	6.8625	24.14	8	53	Satisfactory
2017-09-26	Bengaluru	22.47	76.88	8.48	29.13	0	23.87	0.48	4.76	27.37	37.45	76.88	10.6	36.4125	0	5.9675	24	5.95	27.37	8	77	Satisfactory
2017-09-27	Bengaluru	28.3	50.86	15.29	38.34	0	22.64	0.57	6.16	7.85	47.166667	50.86	19.1125	47.925	0	5.66	28.5	7.7	7.85	8	51	Satisfactory
2017-09-28	Bengaluru	21.59	90.26	4.57	24.81	0	21.83	0.32	4.63	21.6	35.983333	90.26	5.7125	31.0125	0	5.4575	16	5.7875	21.6	8	90	Satisfactory
2017-09-29	Bengaluru	22.36	71.25	7.58	29.64	0	23.84	0.5	5.13	8.95	37.266667	71.25	9.475	37.05	0	5.96	25	6.4125	8.95	8	71	Satisfactory
2017-09-30	Bengaluru	30.65	68.52	7.05	26.24	0	23.87	0.45	5.74	29.89	51.083333	68.52	8.8125	32.8	0	5.9675	22.5	7.175	29.89	8	69	Satisfactory
2017-10-01	Bengaluru	20.01	57.46	5.63	27.01	1.37	23.86	0.38	4.53	21.92	33.35	57.46	7.0375	33.7625	1.7125	5.965	19	5.6625	21.92	9	57	Satisfactory
2017-10-02	Bengaluru	20.5	46.54	38.94	25.68	1.8	23.89	0.52	5.64	34.02	34.166667	46.54	48.675	32.1	2.25	5.9725	26	7.05	34.02	9	49	Good
2017-10-03	Bengaluru	22.85	63.75	6.46	25.43	1.81	23.95	0.49	4.49	29.93	38.083333	63.75	8.075	31.7875	2.2625	5.9875	24.5	5.6125	29.93	9	64	Satisfactory
2017-10-04	Bengaluru	121.63	67.04	4.69	24.72	7.5	23.88	0.57	5.36	30.31	301.253846	67.04	5.8625	30.9	9.375	5.97	28.5	6.7	30.31	9	301	Very Poor
2017-10-05	Bengaluru	21.36	42.33	13.18	32.24	21.6	24.02	0.66	5.07	10.53	35.6	42.33	16.475	40.3	27	6.005	33	6.3375	10.53	9	42	Good
2017-10-06	Bengaluru	24.73	55.39	8.58	28.49	17.21	24.05	0.6	5.66	28.31	41.216667	55.39	10.725	35.6125	21.5125	6.0125	30	7.075	28.31	9	55	Satisfactory

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