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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
2016-05-25	Bengaluru	45.89	32.45	2.12	8.52	5.85	24.05	0.43	5.53	19.21	76.483333	32.45	2.65	10.65	7.3125	6.0125	21.5	6.9125	19.21	9	76	Satisfactory
2016-05-26	Bengaluru	42.25	34.84	1.87	8.02	5.43	21.54	0.49	7	160.06	70.416667	34.84	2.3375	10.025	6.7875	5.385	24.5	8.75	188.323529	9	188	Moderate
2016-05-27	Bengaluru	180.71	39.88	1.78	7.12	4.86	21.52	0.43	5.81	23.53	346.7	39.88	2.225	8.9	6.075	5.38	21.5	7.2625	23.53	9	347	Very Poor
2016-05-28	Bengaluru	25.43	36.26	1.82	7.81	5.28	21.36	0.43	4.2	28.5	42.383333	36.26	2.275	9.7625	6.6	5.34	21.5	5.25	28.5	9	42	Good
2016-05-29	Bengaluru	44.88	19.21	1.69	7.3	4.9	17.98	0.49	2.55	59.45	74.8	19.21	2.1125	9.125	6.125	4.495	24.5	3.1875	59.45	9	75	Satisfactory
2016-05-30	Bengaluru	35.98	29.59	3.03	14.57	9.75	30.8	0.76	4.5	22.62	59.966667	29.59	3.7875	18.2125	12.1875	7.7	38	5.625	22.62	9	60	Satisfactory
2016-05-31	Bengaluru	27.6	32.09	5	25.1	16.73	56.94	0.65	4.83	19.68	46	32.09	6.25	31.375	20.9125	14.235	32.5	6.0375	19.68	9	46	Good
2016-06-01	Bengaluru	17.15	26.07	4.41	31.6	19.55	75.14	0.4	4.74	37.68	28.583333	26.07	5.5125	39.5	24.4375	18.785	20	5.925	37.68	9	40	Good
2016-06-02	Bengaluru	17.71	21.58	3.79	18.64	12.31	29.71	0.43	2.68	21.19	29.516667	21.58	4.7375	23.3	15.3875	7.4275	21.5	3.35	21.19	9	30	Good
2016-06-03	Bengaluru	39.59	33.69	2.59	10.15	6.67	44.94	0.39	1.9	25	65.983333	33.69	3.2375	12.6875	8.3375	11.235	19.5	2.375	25	9	66	Satisfactory
2016-06-04	Bengaluru	29.21	28.67	2.41	10.81	6.86	47.59	0.41	2.15	35.81	48.683333	28.67	3.0125	13.5125	8.575	11.8975	20.5	2.6875	35.81	9	49	Good
2016-06-05	Bengaluru	45.28	32.38	2.18	9.08	5.85	51.64	0.36	2.18	21.05	75.466667	32.38	2.725	11.35	7.3125	12.91	18	2.725	21.05	9	75	Satisfactory
2016-06-06	Bengaluru	84.61	21.86	2.14	8.56	5.56	35.52	0.33	1.82	17.41	182.033333	21.86	2.675	10.7	6.95	8.88	16.5	2.275	17.41	9	182	Moderate
2016-06-07	Bengaluru	40.65	20.31	2.6	11.68	7.43	33.33	0.36	1.69	52.59	67.75	20.31	3.25	14.6	9.2875	8.3325	18	2.1125	52.59	9	68	Satisfactory
2016-06-08	Bengaluru	64.08	19.38	2.25	9.28	5.99	32.67	0.34	2.24	19.87	113.6	19.38	2.8125	11.6	7.4875	8.1675	17	2.8	19.87	9	114	Moderate
2016-06-09	Bengaluru	64.95	20.5	2.23	9.93	6.3	35.28	0.38	2.14	79.6	116.5	20.5	2.7875	12.4125	7.875	8.82	19	2.675	79.6	9	117	Moderate
2016-06-10	Bengaluru	56.17	19.97	2.3	10.05	6.41	30.18	0.37	2.28	66.55	93.616667	19.97	2.875	12.5625	8.0125	7.545	18.5	2.85	66.55	9	94	Satisfactory
2016-06-11	Bengaluru	84	21.74	2.11	10.14	6.31	37.83	0.35	2.17	30.91	180	21.74	2.6375	12.675	7.8875	9.4575	17.5	2.7125	30.91	9	180	Moderate
2016-06-12	Bengaluru	70.71	24.12	2.01	8.84	5.6	33.33	0.34	1.99	70.91	135.7	24.12	2.5125	11.05	7	8.3325	17	2.4875	70.91	9	136	Moderate
2016-06-13	Bengaluru	53.5	23.79	2.28	9.8	6.27	34.24	0.34	2.16	38.24	89.166667	23.79	2.85	12.25	7.8375	8.56	17	2.7	38.24	9	89	Satisfactory
2016-06-14	Bengaluru	43.16	23.6	2.62	12.82	7.99	38.65	0.41	2.02	28.49	71.933333	23.6	3.275	16.025	9.9875	9.6625	20.5	2.525	28.49	9	72	Satisfactory
2016-06-15	Bengaluru	32.64	38.42	2.47	14.43	8.67	104.67	0.4	2.09	13.11	54.4	38.42	3.0875	18.0375	10.8375	26.1675	20	2.6125	13.11	9	54	Satisfactory
2016-06-16	Bengaluru	43.67	27.07	2.27	10.93	6.81	56.86	0.34	2	16.81	72.783333	27.07	2.8375	13.6625	8.5125	14.215	17	2.5	16.81	9	73	Satisfactory
2016-06-17	Bengaluru	33.9	48.51	5.99	18.94	14.16	38.77	0.97	3.39	14.93	56.5	48.51	7.4875	23.675	17.7	9.6925	48.5	4.2375	14.93	9	56	Satisfactory
2016-06-18	Bengaluru	31.98	80.7	7.93	20.46	17.06	34.41	3.8	4.05	9.69	53.3	80.7	9.9125	25.575	21.325	8.6025	122.5	5.0625	9.69	9	122	Moderate
2016-06-19	Bengaluru	26.77	105.43	6.42	15.29	10.44	31.78	4.02	4.64	11.99	44.616667	103.62	8.025	19.1125	13.05	7.945	125.25	5.8	11.99	9	125	Moderate
2016-06-20	Bengaluru	27.61	72.63	9.28	21.69	16.62	37.12	2.12	4.5	10.92	46.016667	72.63	11.6	27.1125	20.775	9.28	101.5	5.625	10.92	9	102	Moderate
2016-06-21	Bengaluru	28.24	194.62	6.57	15.81	14.49	36.79	0.47	7.48	16.7	47.066667	163.08	8.2125	19.7625	18.1125	9.1975	23.5	9.35	16.7	9	163	Moderate
2016-06-22	Bengaluru	29.83	23.86	5.48	17.61	12.97	32.55	0.33	1.79	31.87	49.716667	23.86	6.85	22.0125	16.2125	8.1375	16.5	2.2375	31.87	9	50	Good
2016-06-23	Bengaluru	19	15.46	3.39	16.91	9.84	32.35	1.61	1.9	53.33	31.666667	15.46	4.2375	21.1375	12.3	8.0875	80.5	2.375	53.33	9	80	Satisfactory
2016-06-24	Bengaluru	15.04	23.51	3.91	17.15	9.58	30.59	5.43	1.73	65.62	25.066667	23.51	4.8875	21.4375	11.975	7.6475	142.875	2.1625	65.62	9	143	Moderate
2016-06-25	Bengaluru	21.54	175.26	4.67	50.91	38.91	43.4	0.64	6.78	19.63	35.9	150.173333	5.8375	63.6375	48.6375	10.85	32	8.475	19.63	9	150	Moderate
2016-06-26	Bengaluru	24.5	86.63	4.54	9.42	13.96	99.27	1.26	1.44	12.45	40.833333	86.63	5.675	11.775	17.45	24.8175	63	1.8	12.45	9	87	Satisfactory
2016-06-27	Bengaluru	16.54	48.92	9.12	26.15	19.61	43.21	3.02	2.1	45.27	27.566667	48.92	11.4	32.6875	24.5125	10.8025	112.75	2.625	45.27	9	113	Moderate
2016-06-28	Bengaluru	27.23	34.13	8.54	23.71	21.32	45.56	3.63	1.87	38.45	45.383333	34.13	10.675	29.6375	26.65	11.39	120.375	2.3375	38.45	9	120	Moderate
2016-06-29	Bengaluru	115.98	17.1	8.59	24.19	19.33	44.18	2.48	1.58	39.09	286.6	17.1	10.7375	30.2375	24.1625	11.045	106	1.975	39.09	9	287	Poor
2016-06-30	Bengaluru	13.95	48.92	7.33	20.42	16.49	37.66	3.55	1.86	39.53	23.25	48.92	9.1625	25.525	20.6125	9.415	119.375	2.325	39.53	9	119	Moderate
2016-07-01	Bengaluru	25	35.36	5.42	19.59	17.99	41.94	5.62	1.26	44.86	41.666667	35.36	6.775	24.4875	22.4875	10.485	145.25	1.575	44.86	9	145	Moderate
2016-07-02	Bengaluru	31.8	9.93	3.27	15.96	10.19	35.09	6.28	1.1	51.84	53	9.93	4.0875	19.95	12.7375	8.7725	153.5	1.375	51.84	9	154	Moderate
2016-07-03	Bengaluru	17.36	30.52	10.96	20.82	16.04	29.15	7.87	1.54	42.29	28.933333	30.52	13.7	26.025	20.05	7.2875	173.375	1.925	42.29	9	173	Moderate
2016-07-04	Bengaluru	19.4	112.27	12.8	23.11	19	32.37	4.04	1.86	33.37	32.333333	108.18	16	28.8875	23.75	8.0925	125.5	2.325	33.37	9	126	Moderate
2016-07-05	Bengaluru	18.36	57.25	10.01	19.9	17.76	31.94	2.27	2.18	35.67	30.6	57.25	12.5125	24.875	22.2	7.985	103.375	2.725	35.67	9	103	Moderate
2016-07-06	Bengaluru	17.26	42.66	6	13.18	13.25	32.42	0.42	1.77	10.08	28.766667	42.66	7.5	16.475	16.5625	8.105	21	2.2125	10.08	9	43	Good
2016-07-07	Bengaluru	15.02	33.56	3.18	13.05	11.82	35.53	1.28	2.96	42.67	25.033333	33.56	3.975	16.3125	14.775	8.8825	64	3.7	42.67	9	64	Satisfactory
2016-07-08	Bengaluru	49.11	49.66	8.12	18.6	16.82	28.85	0.57	5.22	18.89	81.85	49.66	10.15	23.25	21.025	7.2125	28.5	6.525	18.89	9	82	Satisfactory
2016-07-09	Bengaluru	34.4	51.22	7.27	15.69	14.37	28.08	0.46	4.04	11.86	57.333333	51.22	9.0875	19.6125	17.9625	7.02	23	5.05	11.86	9	57	Satisfactory
2016-07-10	Bengaluru	8.98	27.9	3.12	8.98	9	25.57	0.38	2.23	12.8	14.966667	27.9	3.9	11.225	11.25	6.3925	19	2.7875	12.8	9	28	Good
2016-07-11	Bengaluru	35	51.32	3.64	13.36	10.15	24.14	0.53	3.13	10.79	58.333333	51.32	4.55	16.7	12.6875	6.035	26.5	3.9125	10.79	9	58	Satisfactory
2016-07-12	Bengaluru	32	41.88	3.17	11.15	8.45	17.58	1.51	3.46	11.44	53.333333	41.88	3.9625	13.9375	10.5625	4.395	75.5	4.325	11.44	9	76	Satisfactory
2016-07-13	Bengaluru	24.87	40.21	3.27	7.84	5.83	14.47	0.55	1.94	10.35	41.45	40.21	4.0875	9.8	7.2875	3.6175	27.5	2.425	10.35	9	41	Good
2016-07-14	Bengaluru	16.89	52.13	6.23	14.43	11.43	18.34	0.61	2.89	12.3	28.15	52.13	7.7875	18.0375	14.2875	4.585	30.5	3.6125	12.3	9	52	Satisfactory
2016-07-15	Bengaluru	67.3	39.43	9.54	23.36	17.74	15.33	1.48	2.96	14.77	124.333333	39.43	11.925	29.2	22.175	3.8325	74	3.7	14.77	9	124	Moderate
2016-07-16	Bengaluru	34.33	33.87	13.06	33.33	25.12	61.58	0.69	2.8	33.31	57.216667	33.87	16.325	41.6625	31.4	15.395	34.5	3.5	33.31	9	57	Satisfactory
2016-07-17	Bengaluru	35.16	42.24	10.92	20.74	17.38	12.73	0.74	1.84	28.11	58.6	42.24	13.65	25.925	21.725	3.1825	37	2.3	28.11	9	59	Satisfactory
2016-07-18	Bengaluru	218.17	30.53	5.39	10.49	8.64	15.8	2.63	3.62	25.9	375.515385	30.53	6.7375	13.1125	10.8	3.95	107.875	4.525	25.9	9	376	Very Poor
2016-07-19	Bengaluru	55.51	25.62	4.49	10.06	10.14	18.58	5.8	2.87	44.7	92.516667	25.62	5.6125	12.575	12.675	4.645	147.5	3.5875	44.7	9	148	Moderate
2016-07-20	Bengaluru	25.56	29.45	5.78	12.58	10.7	14.64	0.46	4.45	31.06	42.6	29.45	7.225	15.725	13.375	3.66	23	5.5625	31.06	9	43	Good
2016-07-21	Bengaluru	26.7	21.82	30.59	56.7	44.21	11.35	0.48	2.77	47.5	44.5	21.82	38.2375	70.875	55.2625	2.8375	24	3.4625	47.5	9	71	Satisfactory
2016-07-22	Bengaluru	20.15	77.75	19.25	39.62	31.59	17.94	0.75	2.87	9.52	33.583333	77.75	24.0625	49.525	39.4875	4.485	37.5	3.5875	9.52	9	78	Satisfactory
2016-07-23	Bengaluru	11.62	56.61	11.65	20.88	17.82	102.51	0.51	2.31	9.68	19.366667	56.61	14.5625	26.1	22.275	25.6275	25.5	2.8875	9.68	9	57	Satisfactory
2016-07-24	Bengaluru	12.42	124.47	6.1	5.22	8.97	8.41	5.23	0.87	15.34	20.7	116.313333	7.625	6.525	11.2125	2.1025	140.375	1.0875	15.34	9	140	Moderate
2016-07-25	Bengaluru	11.01	112.53	11.53	29.17	20.7	8.36	0.64	2.96	43.27	18.35	108.353333	14.4125	36.4625	25.875	2.09	32	3.7	43.27	9	108	Moderate
2016-07-26	Bengaluru	32.56	95.08	4.66	4.44	7.48	10.29	1.01	1.39	52.3	54.266667	95.08	5.825	5.55	9.35	2.5725	50.5	1.7375	52.3	9	95	Satisfactory
2016-07-27	Bengaluru	22.79	58.09	6.29	3	7.66	15.69	0.7	4.7	9.03	37.983333	58.09	7.8625	3.75	9.575	3.9225	35	5.875	9.03	9	58	Satisfactory
2016-07-28	Bengaluru	17	97.59	10.12	10.29	12.98	15.8	0.91	1.58	9.17	28.333333	97.59	12.65	12.8625	16.225	3.95	45.5	1.975	9.17	9	98	Satisfactory
2016-07-29	Bengaluru	22.19	46.72	11.37	16.14	15.42	10.82	0.53	1.06	25.12	36.983333	46.72	14.2125	20.175	19.275	2.705	26.5	1.325	25.12	9	47	Good
2016-07-30	Bengaluru	8.74	62.96	9.58	10.3	11.75	13.48	0.47	1.28	33.26	14.566667	62.96	11.975	12.875	14.6875	3.37	23.5	1.6	33.26	9	63	Satisfactory
2016-07-31	Bengaluru	18.9	138.45	24.37	30.71	28.43	21.24	0.83	1.86	85.11	31.5	125.633333	30.4625	38.3875	35.5375	5.31	41.5	2.325	85.11	9	126	Moderate
2016-08-01	Bengaluru	17.54	69.17	39.37	30.36	20.54	2.09	0.58	2.44	6.08	29.233333	69.17	49.2125	37.95	25.675	0.5225	29	3.05	6.08	9	69	Satisfactory
2016-08-02	Bengaluru	20.06	95.02	6.15	9.27	10.25	0.15	0.69	1.53	6.91	33.433333	95.02	7.6875	11.5875	12.8125	0.0375	34.5	1.9125	6.91	9	95	Satisfactory
2016-08-03	Bengaluru	19.91	77.41	8.17	18.42	14.77	0.68	0.63	1.63	7.66	33.183333	77.41	10.2125	23.025	18.4625	0.17	31.5	2.0375	7.66	9	77	Satisfactory
2016-08-04	Bengaluru	14.66	51.42	6.68	17.36	13.59	0.33	0.45	1.52	8.23	24.433333	51.42	8.35	21.7	16.9875	0.0825	22.5	1.9	8.23	9	51	Satisfactory
2016-08-05	Bengaluru	30.54	34.42	3.89	12.5	8.79	102.6	0.61	2.85	30.99	50.9	34.42	4.8625	15.625	10.9875	25.65	30.5	3.5625	30.99	9	51	Satisfactory
2016-08-06	Bengaluru	78.82	76.69	8.96	8.52	15.91	75.89	0	3.48	48.88	162.733333	76.69	11.2	10.65	19.8875	18.9725	0	4.35	48.88	8	163	Moderate
2016-08-07	Bengaluru	26.13	75.19	7.7	9.8	10.86	28.89	0	2.57	67.17	43.55	75.19	9.625	12.25	13.575	7.2225	0	3.2125	67.17	8	75	Satisfactory
2016-08-08	Bengaluru	44.04	38.47	2.9	12.73	13.83	133.99	0.01	3.96	73.28	73.4	38.47	3.625	15.9125	17.2875	33.4975	0.5	4.95	73.28	9	73	Satisfactory
2016-08-09	Bengaluru	40.85	38.09	2.87	10.08	13.08	27.23	0.05	4.63	59.76	68.083333	38.09	3.5875	12.6	16.35	6.8075	2.5	5.7875	59.76	9	68	Satisfactory
2016-08-10	Bengaluru	35.23	54.92	15.91	13.99	10.95	29.55	0	6.92	9.76	58.716667	54.92	19.8875	17.4875	13.6875	7.3875	0	8.65	9.76	8	59	Satisfactory
2016-08-11	Bengaluru	31.42	60.6	4.21	14.68	7.77	40.48	1.37	2.3	32.72	52.366667	60.6	5.2625	18.35	9.7125	10.12	68.5	2.875	32.72	9	68	Satisfactory
2016-08-12	Bengaluru	25.09	84.46	5.21	8.97	6.48	40.88	45.96	1.24	16.55	41.816667	84.46	6.5125	11.2125	8.1	10.22	470.352941	1.55	16.55	9	470	Severe
2016-08-13	Bengaluru	21.94	92.71	5.07	8.83	7.15	40.67	47.93	1.37	18.87	36.566667	92.71	6.3375	11.0375	8.9375	10.1675	481.941176	1.7125	18.87	9	482	Severe
2016-08-14	Bengaluru	21.57	97.04	5.63	14.87	7.1	40.59	3.59	1.75	19.82	35.95	97.04	7.0375	18.5875	8.875	10.1475	119.875	2.1875	19.82	9	120	Moderate
2016-08-15	Bengaluru	14.38	61.19	4.9	12.56	6.76	40.86	3.34	2.31	21.54	23.966667	61.19	6.125	15.7	8.45	10.215	116.75	2.8875	21.54	9	117	Moderate
2016-08-16	Bengaluru	101.09	55.19	5.23	12.41	7.33	40.69	0.56	3.03	20.49	236.966667	55.19	6.5375	15.5125	9.1625	10.1725	28	3.7875	20.49	9	237	Poor
2016-08-17	Bengaluru	33.05	83.6	6.58	16.2	5.75	40.91	1.59	2.63	20.28	55.083333	83.6	8.225	20.25	7.1875	10.2275	79.5	3.2875	20.28	9	84	Satisfactory
2016-08-18	Bengaluru	39.14	63.13	4.93	15.46	4.7	40.66	0.52	2.72	21.74	65.233333	63.13	6.1625	19.325	5.875	10.165	26	3.4	21.74	9	65	Satisfactory
2016-08-19	Bengaluru	41.43	18.46	5.95	18.34	1.75	40.69	0.47	2.87	26.26	69.05	18.46	7.4375	22.925	2.1875	10.1725	23.5	3.5875	26.26	9	69	Satisfactory
2016-08-20	Bengaluru	100.39	13.98	5.88	21.01	1.98	40.31	0.49	3.66	26.14	234.633333	13.98	7.35	26.2625	2.475	10.0775	24.5	4.575	26.14	9	235	Poor
2016-08-21	Bengaluru	56.45	11.73	4.82	17.24	3.35	40.82	0.41	2.72	28.1	94.083333	11.73	6.025	21.55	4.1875	10.205	20.5	3.4	28.1	9	94	Satisfactory
2016-08-22	Bengaluru	35.4	29.35	4.85	15.82	2.91	40.19	0.22	2.88	22.79	59	29.35	6.0625	19.775	3.6375	10.0475	11	3.6	22.79	9	59	Satisfactory
2016-08-23	Bengaluru	43.43	77.31	4.74	16.31	3.97	40.51	0.38	3.06	25.25	72.383333	77.31	5.925	20.3875	4.9625	10.1275	19	3.825	25.25	9	77	Satisfactory
2016-08-24	Bengaluru	34.99	73.18	4.35	17.43	2.31	40.31	0.41	3.13	23.74	58.316667	73.18	5.4375	21.7875	2.8875	10.0775	20.5	3.9125	23.74	9	73	Satisfactory
2016-08-25	Bengaluru	15.02	62.79	3.54	18.74	0.59	41.23	0.59	4.94	26.6	25.033333	62.79	4.425	23.425	0.7375	10.3075	29.5	6.175	26.6	9	63	Satisfactory
2016-08-26	Bengaluru	29.31	51.59	4.63	23.2	0.47	40.74	0.39	3.39	25.06	48.85	51.59	5.7875	29	0.5875	10.185	19.5	4.2375	25.06	9	52	Satisfactory
2016-08-27	Bengaluru	19.65	66.91	4.85	22.46	2.32	40.27	0.55	3.66	25.17	32.75	66.91	6.0625	28.075	2.9	10.0675	27.5	4.575	25.17	9	67	Satisfactory
2016-08-28	Bengaluru	6.82	58.75	49.24	42.15	2.75	39.99	0.31	4.72	34.16	11.366667	58.75	61.55	52.6875	3.4375	9.9975	15.5	5.9	34.16	9	62	Satisfactory
2016-08-29	Bengaluru	27.16	59.6	4.61	20.93	4.15	40.64	0.77	4.62	28.48	45.266667	59.6	5.7625	26.1625	5.1875	10.16	38.5	5.775	28.48	9	60	Satisfactory
2016-08-30	Bengaluru	27.9	33.7	5.05	20.47	5.14	40.42	0.38	3.08	21.22	46.5	33.7	6.3125	25.5875	6.425	10.105	19	3.85	21.22	9	46	Good
2016-08-31	Bengaluru	35.17	51.69	3.61	19.08	2.06	40.41	0.42	3.7	20.34	58.616667	51.69	4.5125	23.85	2.575	10.1025	21	4.625	20.34	9	59	Satisfactory
2016-09-01	Bengaluru	37.57	46.28	4.82	22.32	2.61	40.49	0.48	3.72	21.4	62.616667	46.28	6.025	27.9	3.2625	10.1225	24	4.65	21.4	9	63	Satisfactory

Subsets and Splits