Datasets:

GVJahnavi
/

city_dayIP

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
2015-11-07	Bengaluru	31.44	70.46	3.03	15.85	10.27	27.73	1.22	1.94	17.98	52.4	70.46	3.7875	19.8125	12.8375	6.9325	61	2.425	17.98	9	70	Satisfactory
2015-11-08	Bengaluru	31.4	101.07	1.92	15.33	8.96	21.44	1.96	1.77	23.72	52.333333	100.713333	2.4	19.1625	11.2	5.36	98	2.2125	23.72	9	101	Moderate
2015-11-09	Bengaluru	34.92	118.33	0.87	10.21	5.52	18.46	2.85	1.72	32.86	58.2	112.22	1.0875	12.7625	6.9	4.615	110.625	2.15	32.86	9	112	Moderate
2015-11-10	Bengaluru	12.63	43.64	1.46	6.81	4.75	12.63	1.48	2.05	41.66	21.05	43.64	1.825	8.5125	5.9375	3.1575	74	2.5625	41.66	9	74	Satisfactory
2015-11-11	Bengaluru	48.94	115.5	3.47	8.59	6.93	22.21	1.07	2.62	23.3	81.566667	110.333333	4.3375	10.7375	8.6625	5.5525	53.5	3.275	23.3	9	110	Moderate
2015-11-12	Bengaluru	63.69	106.33	5.05	8.2	7.38	21.57	1.82	2.27	18.98	112.3	104.22	6.3125	10.25	9.225	5.3925	91	2.8375	18.98	9	112	Moderate
2015-11-13	Bengaluru	28.22	153.3	5.8	21.5	21.78	27.79	2.09	2.69	34.32	47.033333	135.533333	7.25	26.875	27.225	6.9475	101.125	3.3625	34.32	9	136	Moderate
2015-11-14	Bengaluru	42.42	156.84	7.25	29.94	31.78	21.94	1.56	2.23	31.35	70.7	137.893333	9.0625	37.425	39.725	5.485	78	2.7875	31.35	9	138	Moderate
2015-11-15	Bengaluru	42.23	59.94	2.83	18.86	16.26	124.02	1.64	2.16	34.8	70.383333	59.94	3.5375	23.575	20.325	31.005	82	2.7	34.8	9	82	Satisfactory
2015-11-16	Bengaluru	16.03	16.77	3.81	18.34	18.74	3.52	1.61	2.31	35.48	26.716667	16.77	4.7625	22.925	23.425	0.88	80.5	2.8875	35.48	9	80	Satisfactory
2015-11-17	Bengaluru	226.73	8.22	4.89	16.2	20.54	148.89	1.6	2.49	31.61	382.1	8.22	6.1125	20.25	25.675	37.2225	80	3.1125	31.61	9	382	Very Poor
2015-11-18	Bengaluru	19.32	16.42	4.57	15.47	18.77	25	1.99	2.75	58.16	32.2	16.42	5.7125	19.3375	23.4625	6.25	99.5	3.4375	58.16	9	100	Satisfactory
2015-11-19	Bengaluru	21.99	39.86	7.08	16.44	19.51	41.96	1.73	2.95	9.98	36.65	39.86	8.85	20.55	24.3875	10.49	86.5	3.6875	9.98	9	86	Satisfactory
2015-11-20	Bengaluru	13.89	31.44	6.84	12.14	15.35	23.93	1.72	2.5	4.56	23.15	31.44	8.55	15.175	19.1875	5.9825	86	3.125	4.56	9	86	Satisfactory
2015-11-21	Bengaluru	16.06	24.35	4.57	13.13	16.2	21.28	0.94	3.12	33.12	26.766667	24.35	5.7125	16.4125	20.25	5.32	47	3.9	33.12	9	47	Good
2015-11-22	Bengaluru	16.97	15.69	3.07	10.57	12.6	13.92	0.83	2.6	47.17	28.283333	15.69	3.8375	13.2125	15.75	3.48	41.5	3.25	47.17	9	47	Good
2015-11-23	Bengaluru	19.66	36.84	6.47	16.37	20.87	24.04	1.35	2.83	4.09	32.766667	36.84	8.0875	20.4625	26.0875	6.01	67.5	3.5375	4.09	9	68	Satisfactory
2015-11-24	Bengaluru	20.35	33.97	7.76	20.64	24.75	26.98	1.36	2.59	7.77	33.916667	33.97	9.7	25.8	30.9375	6.745	68	3.2375	7.77	9	68	Satisfactory
2015-11-25	Bengaluru	34.39	36.29	8.38	28.8	32.28	32.75	2.48	3.76	14.63	57.316667	36.29	10.475	36	40.35	8.1875	106	4.7	14.63	9	106	Moderate
2015-11-26	Bengaluru	43.91	43.65	11.74	29.33	32.78	55.4	1.52	3.44	14.8	73.183333	43.65	14.675	36.6625	40.975	13.85	76	4.3	14.8	9	76	Satisfactory
2015-11-27	Bengaluru	44.14	112.78	7.05	26.64	27.06	32.33	2.18	4.3	25.57	73.566667	108.52	8.8125	33.3	33.825	8.0825	102.25	5.375	25.57	9	109	Moderate
2015-11-28	Bengaluru	44.94	114.34	8.47	28.1	29.37	32.75	2.3	4.7	29.1	74.9	109.56	10.5875	35.125	36.7125	8.1875	103.75	5.875	29.1	9	110	Moderate
2015-11-29	Bengaluru	29.35	75.79	5.72	21.21	21.4	19.08	1.55	4.55	29.03	48.916667	75.79	7.15	26.5125	26.75	4.77	77.5	5.6875	29.03	9	78	Satisfactory
2015-11-30	Bengaluru	15.34	53.7	8.46	22.22	24.6	21.4	1.13	4.45	8.84	25.566667	53.7	10.575	27.775	30.75	5.35	56.5	5.5625	8.84	9	56	Satisfactory
2015-12-01	Bengaluru	14.18	55.71	12.9	25.86	27.06	21.81	1.63	5.14	9.89	23.633333	55.71	16.125	32.325	33.825	5.4525	81.5	6.425	9.89	9	82	Satisfactory
2015-12-02	Bengaluru	13.36	33.82	8.24	24.04	17.46	22	1.7	11.07	8.15	22.266667	33.82	10.3	30.05	21.825	5.5	85	13.8375	8.15	9	85	Satisfactory
2015-12-03	Bengaluru	19.86	72.72	11.73	33.56	26.85	37.08	1.47	8.32	9.51	33.1	72.72	14.6625	41.95	33.5625	9.27	73.5	10.4	9.51	9	74	Satisfactory
2015-12-04	Bengaluru	28.35	102.15	13.06	32.95	24.78	52.45	2.03	6.08	21.38	47.25	101.433333	16.325	41.1875	30.975	13.1125	100.375	7.6	21.38	9	101	Moderate
2015-12-05	Bengaluru	25.04	89.26	9.79	33.02	22.96	51.77	1.72	5.43	26.44	41.733333	89.26	12.2375	41.275	28.7	12.9425	86	6.7875	26.44	9	89	Satisfactory
2015-12-06	Bengaluru	29.12	439.01	2.8	25.17	13.66	41.62	1.89	3.1	43.98	48.533333	411.2625	3.5	31.4625	17.075	10.405	94.5	3.875	43.98	9	411	Severe
2015-12-07	Bengaluru	41.16	85.25	10.04	34.42	23.91	46.07	1.88	5.24	27.26	68.6	85.25	12.55	43.025	29.8875	11.5175	94	6.55	27.26	9	94	Satisfactory
2015-12-08	Bengaluru	46.33	82.86	17.24	44.41	34.36	45.43	1.81	5.81	19.1	77.216667	82.86	21.55	55.5125	42.95	11.3575	90.5	7.2625	19.1	9	90	Satisfactory
2015-12-09	Bengaluru	48.01	78.58	16.65	39.78	31.61	46.15	1.84	4.86	6.32	80.016667	78.58	20.8125	49.725	39.5125	11.5375	92	6.075	6.32	9	92	Satisfactory
2015-12-10	Bengaluru	35.48	58.04	25.04	35.58	35.53	51.46	1.92	5.27	3.36	59.133333	58.04	31.3	44.475	44.4125	12.865	96	6.5875	3.36	9	96	Satisfactory
2015-12-11	Bengaluru	32.95	79.07	23.41	41.05	36.25	26.38	2.07	5.94	2.3	54.916667	79.07	29.2625	51.3125	45.3125	6.595	100.875	7.425	2.3	9	101	Moderate
2015-12-12	Bengaluru	50.19	73.43	18.73	57.62	31.41	20.93	1.78	5.34	2.33	83.65	73.43	23.4125	72.025	39.2625	5.2325	89	6.675	2.33	9	89	Satisfactory
2015-12-13	Bengaluru	34.57	64.09	15.68	42.88	37.39	12.64	1.68	4.79	2.16	57.616667	64.09	19.6	53.6	46.7375	3.16	84	5.9875	2.16	9	84	Satisfactory
2015-12-14	Bengaluru	52.06	56.71	13.51	27.66	21.45	11.98	1.33	4.38	1.87	86.766667	56.71	16.8875	34.575	26.8125	2.995	66.5	5.475	1.87	9	87	Satisfactory
2015-12-15	Bengaluru	39.67	100.76	5.93	22.28	13.92	14.1	1.44	2.72	1.83	66.116667	100.506667	7.4125	27.85	17.4	3.525	72	3.4	1.83	9	101	Moderate
2015-12-16	Bengaluru	50.47	56.41	4.71	37.1	20.85	20.54	1.93	3.65	6.68	84.116667	56.41	5.8875	46.375	26.0625	5.135	96.5	4.5625	6.68	9	96	Satisfactory
2015-12-17	Bengaluru	41.04	62.41	10.15	40.72	26.28	22.39	1.55	5.21	17.03	68.4	62.41	12.6875	50.9	32.85	5.5975	77.5	6.5125	17.03	9	78	Satisfactory
2015-12-18	Bengaluru	56.62	85.88	24.29	57.36	45.46	29.2	2.67	6.99	17.28	94.366667	85.88	30.3625	71.7	56.825	7.3	108.375	8.7375	17.28	9	108	Moderate
2015-12-19	Bengaluru	42.57	78.99	20.49	49.4	39.15	21.95	2.08	5.34	17.37	70.95	78.99	25.6125	61.75	48.9375	5.4875	101	6.675	17.37	9	101	Moderate
2015-12-20	Bengaluru	60.44	65.74	17.24	43.97	33.82	26.04	1.44	5.29	20.05	101.466667	65.74	21.55	54.9625	42.275	6.51	72	6.6125	20.05	9	101	Moderate
2015-12-21	Bengaluru	48.4	72.52	18.51	53.53	39.72	30.54	1.18	5.5	21.95	80.666667	72.52	23.1375	66.9125	49.65	7.635	59	6.875	21.95	9	81	Satisfactory
2015-12-22	Bengaluru	49.54	84.48	22.95	65.66	49.45	34.27	1.32	5.61	20	82.566667	84.48	28.6875	82.075	61.8125	8.5675	66	7.0125	20	9	84	Satisfactory
2015-12-23	Bengaluru	49.42	74.68	20.35	55.38	42.2	36.34	1.62	5.47	24.06	82.366667	74.68	25.4375	69.225	52.75	9.085	81	6.8375	24.06	9	82	Satisfactory
2015-12-24	Bengaluru	61.58	81.49	20.86	56.16	42.26	44.44	1.29	5.38	36.04	105.266667	81.49	26.075	70.2	52.825	11.11	64.5	6.725	36.04	9	105	Moderate
2015-12-25	Bengaluru	68.48	81.97	17.96	51.22	37.33	24.77	1.25	5.66	40.78	128.266667	81.97	22.45	64.025	46.6625	6.1925	62.5	7.075	40.78	9	128	Moderate
2015-12-26	Bengaluru	57.15	63.84	15.88	42.79	31.61	18.88	1.2	5.44	41.39	95.25	63.84	19.85	53.4875	39.5125	4.72	60	6.8	41.39	9	95	Satisfactory
2015-12-27	Bengaluru	76.35	76.37	16.45	42.69	31.61	14.76	1.54	5.71	59.62	154.5	76.37	20.5625	53.3625	39.5125	3.69	77	7.1375	59.62	9	154	Moderate
2015-12-28	Bengaluru	85.66	83.91	22.68	56.3	42.44	41.98	1.77	6.01	59.5	185.533333	83.91	28.35	70.375	53.05	10.495	88.5	7.5125	59.5	9	186	Moderate
2015-12-29	Bengaluru	49.06	73.13	20.76	54.12	40.51	24.83	1.58	6.39	31.55	81.766667	73.13	25.95	67.65	50.6375	6.2075	79	7.9875	31.55	9	82	Satisfactory
2015-12-30	Bengaluru	48.16	74	22.45	59.75	44.59	21.42	0.85	6.94	31	80.266667	74	28.0625	74.6875	55.7375	5.355	42.5	8.675	31	9	80	Satisfactory
2015-12-31	Bengaluru	71.06	74.39	20.87	61.97	44.85	26.49	1.49	7.22	36.94	136.866667	74.39	26.0875	77.4625	56.0625	6.6225	74.5	9.025	36.94	9	137	Moderate
2016-01-01	Bengaluru	56.4	95.08	13.8	51.73	34.31	14.68	0.69	7.44	55.96	94	95.08	17.25	64.6625	42.8875	3.67	34.5	9.3	55.96	9	95	Satisfactory
2016-01-02	Bengaluru	53.69	93.92	26.49	73.09	54.77	16.05	0.76	8.67	34.06	89.483333	93.92	33.1125	91.3625	68.4625	4.0125	38	10.8375	34.06	9	94	Satisfactory
2016-01-03	Bengaluru	62.35	99.34	24.56	77.77	55.6	16.37	0.96	9.1	47.62	107.833333	99.34	30.7	97.2125	69.5	4.0925	48	11.375	47.62	9	108	Moderate
2016-01-04	Bengaluru	64.96	104.62	18.56	77.07	50.81	14.18	0.89	8.87	50.62	116.533333	103.08	23.2	96.3375	63.5125	3.545	44.5	11.0875	50.62	9	117	Moderate
2016-01-05	Bengaluru	70.15	105.12	23.56	79.43	56.05	16.97	0.85	9.41	36.94	133.833333	103.413333	29.45	99.2875	70.0625	4.2425	42.5	11.7625	36.94	9	134	Moderate
2016-01-06	Bengaluru	68.22	91.74	29.68	68.5	55.38	16.71	0.93	14.23	45.98	127.4	91.74	37.1	85.625	69.225	4.1775	46.5	17.7875	45.98	9	127	Moderate
2016-01-07	Bengaluru	68.74	74.3	42.37	53.25	58.6	26.13	0.79	23.65	23.19	129.133333	74.3	52.9625	66.5625	73.25	6.5325	39.5	29.5625	23.19	9	129	Moderate
2016-01-08	Bengaluru	67.9	62.77	46.57	51.09	60.65	22.84	0.66	14.17	8.59	126.333333	62.77	58.2125	63.8625	75.8125	5.71	33	17.7125	8.59	9	126	Moderate
2016-01-09	Bengaluru	79.8	74.11	57.18	64.04	86.73	21.32	0.79	14.65	10.66	166	74.11	71.475	80.05	106.73	5.33	39.5	18.3125	10.66	9	166	Moderate
2016-01-10	Bengaluru	76.18	63.19	38.5	46.46	52.1	11.01	0.8	15.02	14.39	153.933333	63.19	48.125	58.075	65.125	2.7525	40	18.775	14.39	9	154	Moderate
2016-01-11	Bengaluru	61.48	53.24	23.76	39.43	62.48	10.72	0.78	11.53	19.51	104.933333	53.24	29.7	49.2875	78.1	2.68	39	14.4125	19.51	9	105	Moderate
2016-01-12	Bengaluru	73.5	103.49	9.37	39.55	27.55	12.27	1.3	4.65	21.45	145	102.326667	11.7125	49.4375	34.4375	3.0675	65	5.8125	21.45	9	145	Moderate
2016-01-13	Bengaluru	70.78	160	11.43	55.91	37.72	12.06	1.02	10.59	24.48	135.933333	140	14.2875	69.8875	47.15	3.015	51	13.2375	24.48	9	140	Moderate
2016-01-14	Bengaluru	75.01	172.02	16.92	70.58	49.75	19.63	0.84	13.99	22.94	150.033333	148.013333	21.15	88.225	62.1875	4.9075	42	17.4875	22.94	9	150	Moderate
2016-01-15	Bengaluru	42.84	160.87	11.69	50.76	34.73	56.65	0.78	17.8	25.71	71.4	140.58	14.6125	63.45	43.4125	14.1625	39	22.25	25.71	9	141	Moderate
2016-01-16	Bengaluru	77.23	235.32	35.73	83.2	94.37	16.11	1.02	15.22	22.72	157.433333	190.213333	44.6625	103.2	114.37	4.0275	51	19.025	22.72	9	190	Moderate
2016-01-17	Bengaluru	68.98	149.82	86.51	110.24	147.06	10.83	0.78	14.5	17.73	129.933333	133.213333	106.51	130.24	167.06	2.7075	39	18.125	17.73	9	167	Moderate
2016-01-18	Bengaluru	73.89	133.08	95.19	77.38	110.35	16.09	0.97	18.94	20.92	146.3	122.053333	115.19	96.725	130.35	4.0225	48.5	23.675	20.92	9	146	Moderate
2016-01-19	Bengaluru	75.45	113.92	44.25	72.62	71.08	20.9	0.98	24	23.09	151.5	109.28	55.3125	90.775	88.85	5.225	49	30	23.09	9	152	Moderate
2016-01-20	Bengaluru	78.07	122.54	43.53	45.06	55.6	28.94	0.97	24.02	17.64	160.233333	115.026667	54.4125	56.325	69.5	7.235	48.5	30.025	17.64	9	160	Moderate
2016-01-21	Bengaluru	53.45	62.27	44.68	34.63	50.76	43.57	0.93	18.54	20.57	89.083333	62.27	55.85	43.2875	63.45	10.8925	46.5	23.175	20.57	9	89	Satisfactory
2016-01-22	Bengaluru	63.58	150.78	48.29	41.69	57.18	26.58	1.15	13.94	22	111.933333	133.853333	60.3625	52.1125	71.475	6.645	57.5	17.425	22	9	134	Moderate
2016-01-23	Bengaluru	57.91	133.63	33.73	29.72	40.25	16.27	1.08	11.77	11.02	96.516667	122.42	42.1625	37.15	50.3125	4.0675	54	14.7125	11.02	9	122	Moderate
2016-01-24	Bengaluru	41.36	92.58	24.11	35.97	35.05	14.08	0.99	5.66	15.4	68.933333	92.58	30.1375	44.9625	43.8125	3.52	49.5	7.075	15.4	9	93	Satisfactory
2016-01-25	Bengaluru	51.7	121.42	15.35	51.13	35.03	19.55	1.23	7.78	18.12	86.166667	114.28	19.1875	63.9125	43.7875	4.8875	61.5	9.725	18.12	9	114	Moderate
2016-01-26	Bengaluru	54.34	108.47	7.72	45.69	28.2	17.79	1.04	8.68	26.95	90.566667	105.646667	9.65	57.1125	35.25	4.4475	52	10.85	26.95	9	106	Moderate
2016-01-27	Bengaluru	54.33	76.37	14.67	41.42	32.76	20.6	1.05	8.73	17.6	90.55	76.37	18.3375	51.775	40.95	5.15	52.5	10.9125	17.6	9	91	Satisfactory
2016-01-28	Bengaluru	84.84	50.03	20.32	36.42	34.42	53.81	1.16	2.96	17.21	182.8	50.03	25.4	45.525	43.025	13.4525	58	3.7	17.21	9	183	Moderate
2016-01-29	Bengaluru	87.02	83.23	7.3	36.39	23.82	22.43	1.12	3.02	26.32	190.066667	83.23	9.125	45.4875	29.775	5.6075	56	3.775	26.32	9	190	Moderate
2016-01-30	Bengaluru	71.42	130.22	8.62	37.09	25.13	20.22	1.21	4.28	23.31	138.066667	120.146667	10.775	46.3625	31.4125	5.055	60.5	5.35	23.31	9	138	Moderate
2016-01-31	Bengaluru	119.16	218.27	15.82	48.59	36.49	33.27	1.32	6.07	23.3	297.2	178.846667	19.775	60.7375	45.6125	8.3175	66	7.5875	23.3	9	297	Poor
2016-02-01	Bengaluru	84.45	158.01	15.81	55.88	40.35	30.23	1.85	6.34	17.17	181.5	138.673333	19.7625	69.85	50.4375	7.5575	92.5	7.925	17.17	9	182	Moderate
2016-02-02	Bengaluru	76.8	159.14	17.4	55.92	41.2	27.39	1.39	5.9	15.86	156	139.426667	21.75	69.9	51.5	6.8475	69.5	7.375	15.86	9	156	Moderate
2016-02-03	Bengaluru	75.57	193.59	13.74	62.78	41.28	23.28	1.9	5.54	25.77	151.9	162.393333	17.175	78.475	51.6	5.82	95	6.925	25.77	9	162	Moderate
2016-02-04	Bengaluru	74.6	152.36	10.79	49.76	32.57	22.79	1.6	5.13	28.21	148.666667	134.906667	13.4875	62.2	40.7125	5.6975	80	6.4125	28.21	9	149	Moderate
2016-02-05	Bengaluru	72.11	121.86	9.3	49.34	31.63	21.72	1.37	4.07	31.13	140.366667	114.573333	11.625	61.675	39.5375	5.43	68.5	5.0875	31.13	9	140	Moderate
2016-02-06	Bengaluru	63.42	169.11	5.2	45.84	25.16	19.25	1.81	3.74	32.4	111.4	146.073333	6.5	57.3	31.45	4.8125	90.5	4.675	32.4	9	146	Moderate
2016-02-07	Bengaluru	82.78	351.51	4.31	84.52	35.82	19.97	3.28	2.76	37.66	175.933333	301.8875	5.3875	104.52	44.775	4.9925	116	3.45	37.66	9	302	Very Poor
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	4.0375	58.7375	26.95	4.7175	79.5	4.3625	31.18	9	153	Moderate
2016-02-09	Bengaluru	85.33	223.57	6.7	59.41	30.85	20.89	2.19	9.71	35.63	184.433333	182.38	8.375	74.2625	38.5625	5.2225	102.375	12.1375	35.63	9	184	Moderate
2016-02-10	Bengaluru	84.32	256.75	5.88	46.66	26.54	20.63	2.2	14.25	49.77	181.066667	206.75	7.35	58.325	33.175	5.1575	102.5	17.8125	49.77	9	207	Poor
2016-02-11	Bengaluru	91.95	190.47	5.85	45.44	25.01	17.12	2.06	23.66	58.94	206.5	160.313333	7.3125	56.8	31.2625	4.28	100.75	29.575	58.94	9	206	Poor
2016-02-12	Bengaluru	83.66	164.48	6.15	49.77	26.13	19.85	1.7	5.25	67.3	178.866667	142.986667	7.6875	62.2125	32.6625	4.9625	85	6.5625	67.3	9	179	Moderate
2016-02-13	Bengaluru	85.96	146.45	8.34	56.54	33.17	17.34	1.69	4.73	63.27	186.533333	130.966667	10.425	70.675	41.4625	4.335	84.5	5.9125	63.27	9	187	Moderate
2016-02-14	Bengaluru	62.08	113.87	20.4	43.41	39.5	15.09	1.46	3.14	57.1	106.933333	109.246667	25.5	54.2625	49.375	3.7725	73	3.925	57.1	9	109	Moderate

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