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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
2017-03-21	Bengaluru	36.42	95.55	6.75	30.76	0	26.49	0.48	5.53	42.51	60.7	95.55	8.4375	38.45	0	6.6225	24	6.9125	42.51	8	96	Satisfactory
2017-03-22	Bengaluru	43.96	105.81	6.52	32.28	0	23.98	0.55	6.87	36.22	73.266667	103.873333	8.15	40.35	0	5.995	27.5	8.5875	36.22	8	104	Moderate
2017-03-23	Bengaluru	44.26	102.04	8.71	41.3	0	24.06	0.68	8.28	42.18	73.766667	101.36	10.8875	51.625	0	6.015	34	10.35	42.18	8	101	Moderate
2017-03-24	Bengaluru	67.75	107.42	7.38	39.52	0	20.33	0.48	7.14	43.89	125.833333	104.946667	9.225	49.4	0	5.0825	24	8.925	43.89	8	126	Moderate
2017-03-25	Bengaluru	47.51	114.14	11.76	40.07	0	20.79	0.56	9.41	52.37	79.183333	109.426667	14.7	50.0875	0	5.1975	28	11.7625	52.37	8	109	Moderate
2017-03-26	Bengaluru	53.63	116.45	7.44	35.29	0	22.33	0.3	12.82	68.34	89.383333	110.966667	9.3	44.1125	0	5.5825	15	16.025	68.34	8	111	Moderate
2017-03-27	Bengaluru	40.42	114.11	5.59	27.16	0	22.04	0.13	3.65	45.77	67.366667	109.406667	6.9875	33.95	0	5.51	6.5	4.5625	45.77	8	109	Moderate
2017-03-28	Bengaluru	55.94	105.81	4.71	30.4	0	25.2	0.25	4.77	40.7	93.233333	103.873333	5.8875	38	0	6.3	12.5	5.9625	40.7	8	104	Moderate
2017-03-29	Bengaluru	41.83	89.06	2.7	23.82	0	28.76	0.32	3.28	52.94	69.716667	89.06	3.375	29.775	0	7.19	16	4.1	52.94	8	89	Satisfactory
2017-03-30	Bengaluru	46.83	69.68	3.32	27.69	0	25.74	0.14	2.48	47.33	78.05	69.68	4.15	34.6125	0	6.435	7	3.1	47.33	8	78	Satisfactory
2017-03-31	Bengaluru	55.9	94.22	5.13	37.77	0	22.44	0.26	2.53	53.42	93.166667	94.22	6.4125	47.2125	0	5.61	13	3.1625	53.42	8	94	Satisfactory
2017-04-01	Bengaluru	51.65	108.37	5.59	37.78	0	24.02	0.51	2.79	61.72	86.083333	105.58	6.9875	47.225	0	6.005	25.5	3.4875	61.72	8	106	Moderate
2017-04-02	Bengaluru	32.61	104.58	5.32	30.53	0	28.54	0.48	2.59	66.27	54.35	103.053333	6.65	38.1625	0	7.135	24	3.2375	66.27	8	103	Moderate
2017-04-03	Bengaluru	39.37	106.07	9.79	41.21	0	26.81	0.68	2.79	68.42	65.616667	104.046667	12.2375	51.5125	0	6.7025	34	3.4875	68.42	8	104	Moderate
2017-04-04	Bengaluru	36.85	99.33	3.61	25.76	0	25.66	0.54	2.3	72.54	61.416667	99.33	4.5125	32.2	0	6.415	27	2.875	72.54	8	99	Satisfactory
2017-04-05	Bengaluru	29.5	78.34	3.71	20.83	0	27.27	0.44	2	69.06	49.166667	78.34	4.6375	26.0375	0	6.8175	22	2.5	69.06	8	78	Satisfactory
2017-04-06	Bengaluru	29.52	92.48	6.17	19.83	0	27.92	0.33	2.28	66.84	49.2	92.48	7.7125	24.7875	0	6.98	16.5	2.85	66.84	8	92	Satisfactory
2017-04-07	Bengaluru	31.08	79.87	5.33	24.61	0	28.02	0.46	2.65	68.4	51.8	79.87	6.6625	30.7625	0	7.005	23	3.3125	68.4	8	80	Satisfactory
2017-04-08	Bengaluru	36.66	103.5	7.3	34.42	0	26.68	0.68	2.8	45.04	61.1	102.333333	9.125	43.025	0	6.67	34	3.5	45.04	8	102	Moderate
2017-04-09	Bengaluru	29.29	89.11	7.08	28.32	0	25.78	0.48	2.54	37.96	48.816667	89.11	8.85	35.4	0	6.445	24	3.175	37.96	8	89	Satisfactory
2017-04-10	Bengaluru	43	90.64	8.28	34.64	0	29.59	0.74	3.03	60	71.666667	90.64	10.35	43.3	0	7.3975	37	3.7875	60	8	91	Satisfactory
2017-04-11	Bengaluru	31.18	92.2	7.17	34.13	0	28.14	0.44	2.39	60	51.966667	92.2	8.9625	42.6625	0	7.035	22	2.9875	60	8	92	Satisfactory
2017-04-12	Bengaluru	50.84	84.95	6.35	27.24	0	43.01	0.61	9.91	17.79	84.733333	84.95	7.9375	34.05	0	10.7525	30.5	12.3875	17.79	8	85	Satisfactory
2017-04-13	Bengaluru	50.54	105.34	7.07	37.62	0	24.73	0.56	4.26	75.93	84.233333	103.56	8.8375	47.025	0	6.1825	28	5.325	75.93	8	104	Moderate
2017-04-14	Bengaluru	51.33	104.38	6.96	39.64	0	24.12	0.55	5.03	63.27	85.55	102.92	8.7	49.55	0	6.03	27.5	6.2875	63.27	8	103	Moderate
2017-04-15	Bengaluru	35.01	101.83	9.78	45.01	0	24.52	0.69	6.77	60.39	58.35	101.22	12.225	56.2625	0	6.13	34.5	8.4625	60.39	8	101	Moderate
2017-04-16	Bengaluru	29.02	102.67	5.34	32.75	0	38.41	0.44	8.21	66.23	48.366667	101.78	6.675	40.9375	0	9.6025	22	10.2625	66.23	8	102	Moderate
2017-04-17	Bengaluru	34.86	79.44	5.28	27.93	0	31.55	0.44	5.81	83.69	58.1	79.44	6.6	34.9125	0	7.8875	22	7.2625	83.69	8	84	Satisfactory
2017-04-18	Bengaluru	38.46	66.4	4.73	24.41	0	28.01	0.44	5.07	91.3	64.1	66.4	5.9125	30.5125	0	7.0025	22	6.3375	91.3	8	91	Satisfactory
2017-04-19	Bengaluru	38.13	84.63	6.11	25.49	0	31.93	0.52	4.74	81.46	63.55	84.63	7.6375	31.8625	0	7.9825	26	5.925	81.46	8	85	Satisfactory
2017-04-20	Bengaluru	29.75	56.29	5.45	24.78	0	28.87	0.43	4.71	47.22	49.583333	56.29	6.8125	30.975	0	7.2175	21.5	5.8875	47.22	8	56	Satisfactory
2017-04-21	Bengaluru	21.53	80.41	4.21	24.41	0	35.77	0.47	4.71	54.16	35.883333	80.41	5.2625	30.5125	0	8.9425	23.5	5.8875	54.16	8	80	Satisfactory
2017-04-22	Bengaluru	25.46	62.1	4.85	22.79	0	30.19	0.45	4.83	24.41	42.433333	62.1	6.0625	28.4875	0	7.5475	22.5	6.0375	24.41	8	62	Satisfactory
2017-04-23	Bengaluru	28.49	74.8	2.67	23.6	0	27.92	0.08	3.68	7.03	47.483333	74.8	3.3375	29.5	0	6.98	4	4.6	7.03	8	75	Satisfactory
2017-04-24	Bengaluru	34.85	195.54	2.65	32.57	0	27.52	0	3.49	21.33	58.083333	163.693333	3.3125	40.7125	0	6.88	0	4.3625	21.33	7	164	Moderate
2017-04-25	Bengaluru	29.88	108.62	3.54	31.4	0	28.23	0.19	3.52	27	49.8	105.746667	4.425	39.25	0	7.0575	9.5	4.4	27	8	106	Moderate
2017-04-26	Bengaluru	33.95	110.88	4.52	42.65	0	27.58	0.7	3.86	48.16	56.583333	107.253333	5.65	53.3125	0	6.895	35	4.825	48.16	8	107	Moderate
2017-04-27	Bengaluru	40.01	100.72	7.39	38.94	0	28.45	0.67	5.61	27.84	66.683333	100.48	9.2375	48.675	0	7.1125	33.5	7.0125	27.84	8	100	Satisfactory
2017-04-28	Bengaluru	62.07	84.02	4.72	32.77	0	27.29	0.49	4.4	61.69	106.9	84.02	5.9	40.9625	0	6.8225	24.5	5.5	61.69	8	107	Moderate
2017-04-29	Bengaluru	38.44	76.53	8.49	39.84	0	28.89	0.44	5.15	43.66	64.066667	76.53	10.6125	49.8	0	7.2225	22	6.4375	43.66	8	77	Satisfactory
2017-04-30	Bengaluru	13.3	111.3	9.57	45.34	0	34.42	0.46	5.04	22.75	22.166667	107.533333	11.9625	56.675	0	8.605	23	6.3	22.75	8	108	Moderate
2017-05-01	Bengaluru	20.32	80.58	6.21	31.84	0	25.82	0.39	4.82	39.36	33.866667	80.58	7.7625	39.8	0	6.455	19.5	6.025	39.36	8	81	Satisfactory
2017-05-02	Bengaluru	24.2	78.44	8.2	41.08	0	26.1	0.35	4.88	24.89	40.333333	78.44	10.25	51.35	0	6.525	17.5	6.1	24.89	8	78	Satisfactory
2017-05-03	Bengaluru	66.24	87.15	10.17	35.96	0	28.37	0.48	6.26	19.53	120.8	87.15	12.7125	44.95	0	7.0925	24	7.825	19.53	8	121	Moderate
2017-05-04	Bengaluru	42.2	90.14	12.03	43.35	0	22.96	0.47	5.54	17.45	70.333333	90.14	15.0375	54.1875	0	5.74	23.5	6.925	17.45	8	90	Satisfactory
2017-05-05	Bengaluru	28.27	85.96	8.55	42.47	0	31	0.62	5.76	6.19	47.116667	85.96	10.6875	53.0875	0	7.75	31	7.2	6.19	8	86	Satisfactory
2017-05-06	Bengaluru	40.02	92.31	7.67	37.46	0	31.4	0.49	5.88	91.64	66.7	92.31	9.5875	46.825	0	7.85	24.5	7.35	91.64	8	92	Satisfactory
2017-05-07	Bengaluru	30.26	76.29	6.46	29.37	0	22.61	0.4	5.31	29.52	50.433333	76.29	8.075	36.7125	0	5.6525	20	6.6375	29.52	8	76	Satisfactory
2017-05-08	Bengaluru	27.66	57.56	6.67	31.17	0	29.12	0.43	4.16	52.55	46.1	57.56	8.3375	38.9625	0	7.28	21.5	5.2	52.55	8	58	Satisfactory
2017-05-09	Bengaluru	32.01	57.82	4.81	31.86	0	30.32	0.23	3.67	33.71	53.35	57.82	6.0125	39.825	0	7.58	11.5	4.5875	33.71	8	58	Satisfactory
2017-05-10	Bengaluru	23.19	74.07	4.28	32.79	0	31.83	0.18	2.54	25.26	38.65	74.07	5.35	40.9875	0	7.9575	9	3.175	25.26	8	74	Satisfactory
2017-05-11	Bengaluru	28.52	35.51	5.81	39.12	0	22.39	0.42	8.55	36.74	47.533333	35.51	7.2625	48.9	0	5.5975	21	10.6875	36.74	8	49	Good
2017-05-12	Bengaluru	50.58	62.09	5.9	23.23	0	11.61	0.52	15.38	10.9	84.3	62.09	7.375	29.0375	0	2.9025	26	19.225	10.9	8	84	Satisfactory
2017-05-13	Bengaluru	120.56	73.92	6.92	26.63	0	11.24	0.49	8.45	18.96	300.430769	73.92	8.65	33.2875	0	2.81	24.5	10.5625	18.96	8	300	Poor
2017-05-14	Bengaluru	25.22	73.47	6.26	30.63	0	18.05	0.54	3.65	16.82	42.033333	73.47	7.825	38.2875	0	4.5125	27	4.5625	16.82	8	73	Satisfactory
2017-05-15	Bengaluru	14.94	50.05	5.02	26.57	0	18.34	0.52	3.52	38.46	24.9	50.05	6.275	33.2125	0	4.585	26	4.4	38.46	8	50	Good
2017-05-16	Bengaluru	19.1	65.84	3.8	29.5	0	17.72	0.36	3.83	34.53	31.833333	65.84	4.75	36.875	0	4.43	18	4.7875	34.53	8	66	Satisfactory
2017-05-17	Bengaluru	22.93	65.3	3.62	26.74	0	18.17	0.38	3.73	45.09	38.216667	65.3	4.525	33.425	0	4.5425	19	4.6625	45.09	8	65	Satisfactory
2017-05-18	Bengaluru	36.58	59.73	4.78	27.92	0	15.07	0.66	3.32	13.13	60.966667	59.73	5.975	34.9	0	3.7675	33	4.15	13.13	8	61	Satisfactory
2017-05-19	Bengaluru	20.87	45.38	5.6	32.01	0	18.85	0.56	3.49	21.6	34.783333	45.38	7	40.0125	0	4.7125	28	4.3625	21.6	8	45	Good
2017-05-20	Bengaluru	17.43	68.76	9.54	37.75	0	23.79	0.37	3.49	21.87	29.05	68.76	11.925	47.1875	0	5.9475	18.5	4.3625	21.87	8	69	Satisfactory
2017-05-21	Bengaluru	12.53	50.36	8.01	34.15	0	23.65	0.37	3.51	23.31	20.883333	50.36	10.0125	42.6875	0	5.9125	18.5	4.3875	23.31	8	50	Good
2017-05-22	Bengaluru	16.58	69.24	8.33	33.06	0	23.78	0.33	2.99	13.76	27.633333	69.24	10.4125	41.325	0	5.945	16.5	3.7375	13.76	8	69	Satisfactory
2017-05-23	Bengaluru	25.83	63.33	8.79	37.11	0	24.31	0.41	3.57	20.05	43.05	63.33	10.9875	46.3875	0	6.0775	20.5	4.4625	20.05	8	63	Satisfactory
2017-05-24	Bengaluru	19.58	58.26	5.7	30.27	0	23.85	0.33	3.77	26.67	32.633333	58.26	7.125	37.8375	0	5.9625	16.5	4.7125	26.67	8	58	Satisfactory
2017-05-25	Bengaluru	21.39	59.53	6.42	29.53	0	23.75	0.38	3.75	16.72	35.65	59.53	8.025	36.9125	0	5.9375	19	4.6875	16.72	8	60	Satisfactory
2017-05-26	Bengaluru	24.85	69	6.67	26.78	0	23.65	0.41	3.65	11.46	41.416667	69	8.3375	33.475	0	5.9125	20.5	4.5625	11.46	8	69	Satisfactory
2017-05-27	Bengaluru	18.21	44.46	7.45	29.32	0	23.57	0.42	3.6	18.34	30.35	44.46	9.3125	36.65	0	5.8925	21	4.5	18.34	8	44	Good
2017-05-28	Bengaluru	19.75	52.33	6.48	25.4	0	23.46	0.28	3.66	12.12	32.916667	52.33	8.1	31.75	0	5.865	14	4.575	12.12	8	52	Satisfactory
2017-05-29	Bengaluru	21.08	60.65	6.93	26.89	0	23.67	0.34	3.32	9.02	35.133333	60.65	8.6625	33.6125	0	5.9175	17	4.15	9.02	8	61	Satisfactory
2017-05-30	Bengaluru	23.2	56.28	4.93	25.22	0	23.64	0.26	3.33	9.85	38.666667	56.28	6.1625	31.525	0	5.91	13	4.1625	9.85	8	56	Satisfactory
2017-05-31	Bengaluru	22.87	77.5	4.43	27.67	0	23.73	0.17	3.09	9.92	38.116667	77.5	5.5375	34.5875	0	5.9325	8.5	3.8625	9.92	8	78	Satisfactory
2017-06-01	Bengaluru	22.79	59.56	5.31	31.62	0	23.75	0.68	4.57	10.13	37.983333	59.56	6.6375	39.525	0	5.9375	34	5.7125	10.13	8	60	Satisfactory
2017-06-02	Bengaluru	20.19	60.05	5.35	32.25	0	23.66	0.35	3.89	8.69	33.65	60.05	6.6875	40.3125	0	5.915	17.5	4.8625	8.69	8	60	Satisfactory
2017-06-03	Bengaluru	20.98	56.9	7	33.91	0	23.86	0.3	3.08	8.19	34.966667	56.9	8.75	42.3875	0	5.965	15	3.85	8.19	8	57	Satisfactory
2017-06-04	Bengaluru	13.39	436.35	4.09	24.89	8.82	55.02	0	1.33	7.55	22.316667	407.9375	5.1125	31.1125	11.025	13.755	0	1.6625	7.55	8	408	Severe
2017-06-05	Bengaluru	21.81	82.88	4.91	31.17	0	23.75	0.98	4.21	8.38	36.35	82.88	6.1375	38.9625	0	5.9375	49	5.2625	8.38	8	83	Satisfactory
2017-06-06	Bengaluru	22.93	49.92	4.85	30.17	0	23.64	0.85	3.86	7.92	38.216667	49.92	6.0625	37.7125	0	5.91	42.5	4.825	7.92	8	50	Good
2017-06-07	Bengaluru	22.94	32.85	7.4	27.88	0	23.83	0.53	4.37	10.29	38.233333	32.85	9.25	34.85	0	5.9575	26.5	5.4625	10.29	8	38	Good
2017-06-08	Bengaluru	20.75	75.64	3.35	25.47	0	23.61	0.59	4.56	14.64	34.583333	75.64	4.1875	31.8375	0	5.9025	29.5	5.7	14.64	8	76	Satisfactory
2017-06-09	Bengaluru	23.65	82.24	5.32	27.84	0	23.79	0.65	4.59	19.12	39.416667	82.24	6.65	34.8	0	5.9475	32.5	5.7375	19.12	8	82	Satisfactory
2017-06-10	Bengaluru	19.78	91.96	7.02	31.35	0	23.65	0.61	4.87	19.88	32.966667	91.96	8.775	39.1875	0	5.9125	30.5	6.0875	19.88	8	92	Satisfactory
2017-06-11	Bengaluru	16.51	77.75	7.41	30.97	0	23.52	0.54	4.72	19.08	27.516667	77.75	9.2625	38.7125	0	5.88	27	5.9	19.08	8	78	Satisfactory
2017-06-12	Bengaluru	19.12	65.59	7.04	28.24	0	23.68	0.58	4.79	19.47	31.866667	65.59	8.8	35.3	0	5.92	29	5.9875	19.47	8	66	Satisfactory
2017-06-13	Bengaluru	21.6	100.65	6.02	28.56	0	23.7	0.8	4.33	19.68	36	100.433333	7.525	35.7	0	5.925	40	5.4125	19.68	8	100	Satisfactory
2017-06-14	Bengaluru	19.77	95.84	6.27	29.47	0	23.66	0.63	4.24	21.06	32.95	95.84	7.8375	36.8375	0	5.915	31.5	5.3	21.06	8	96	Satisfactory
2017-06-15	Bengaluru	24.56	112.8	7.97	31.52	0	23.69	0.87	4.74	20.85	40.933333	108.533333	9.9625	39.4	0	5.9225	43.5	5.925	20.85	8	109	Moderate
2017-06-16	Bengaluru	24.66	89.59	9.56	31.25	0	23.91	0.62	5.71	18.43	41.1	89.59	11.95	39.0625	0	5.9775	31	7.1375	18.43	8	90	Satisfactory
2017-06-17	Bengaluru	24.18	87.23	7.17	30.54	0	23.92	0.56	4.36	20.06	40.3	87.23	8.9625	38.175	0	5.98	28	5.45	20.06	8	87	Satisfactory
2017-06-18	Bengaluru	17.82	92.85	3.68	26.38	0	23.74	0.63	5.21	9.1	29.7	92.85	4.6	32.975	0	5.935	31.5	6.5125	9.1	8	93	Satisfactory
2017-06-19	Bengaluru	16.61	85.76	4.02	25.73	0	23.76	0.58	4.74	10.17	27.683333	85.76	5.025	32.1625	0	5.94	29	5.925	10.17	8	86	Satisfactory
2017-06-20	Bengaluru	24.03	90.54	3.55	25.75	0	23.87	0.61	6.85	7.75	40.05	90.54	4.4375	32.1875	0	5.9675	30.5	8.5625	7.75	8	91	Satisfactory
2017-06-21	Bengaluru	19.58	110.37	3.13	30.5	0	23.87	0.6	7.44	13.04	32.633333	106.913333	3.9125	38.125	0	5.9675	30	9.3	13.04	8	107	Moderate
2017-06-22	Bengaluru	21.05	71.41	3.57	26.66	0	23.97	0.62	5.8	8.43	35.083333	71.41	4.4625	33.325	0	5.9925	31	7.25	8.43	8	71	Satisfactory
2017-06-23	Bengaluru	24.53	38.64	9.1	30.26	0	23.86	0.58	7.02	13.82	40.883333	38.64	11.375	37.825	0	5.965	29	8.775	13.82	8	41	Good
2017-06-24	Bengaluru	25.35	123.16	19.79	45.04	0	35.99	0.55	6.42	10.04	42.25	115.44	24.7375	56.3	0	8.9975	27.5	8.025	10.04	8	115	Moderate
2017-06-25	Bengaluru	25.16	89.68	17.58	39.31	0	31.68	0.56	5.68	7.84	41.933333	89.68	21.975	49.1375	0	7.92	28	7.1	7.84	8	90	Satisfactory
2017-06-26	Bengaluru	31.13	96.37	12.54	37.52	0	31.96	1.16	7.96	8.44	51.883333	96.37	15.675	46.9	0	7.99	58	9.95	8.44	8	96	Satisfactory
2017-06-27	Bengaluru	37.61	111.77	13.6	38.89	0	31.97	0.83	6.63	8.39	62.683333	107.846667	17	48.6125	0	7.9925	41.5	8.2875	8.39	8	108	Moderate
2017-06-28	Bengaluru	37.34	97.49	10.09	34.73	0	32.02	0.6	6.63	8.99	62.233333	97.49	12.6125	43.4125	0	8.005	30	8.2875	8.99	8	97	Satisfactory

Subsets and Splits