Ozone

Name: Ozone
Creator: Helix
Keywords: dataset, discovered, format:csv, hugging face, language:en, license:cc, size_categories:1K<n<10K, task_categories:tabular-classification

Hugging Face

Ozone The Ozone dataset from the UCI ML repository. Configurations and tasks Configuration Task Description 8hr Binary classification Is there an ozone layer? 1hr Binary classification Is there an ozone layer? Usage from datasets import load_dataset dataset = load_dataset("mstz/ozone", "8hr")["train"]

mstz--ozone.parquet 500 rows mstz/ozone

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scatter WSR0 vs WSR1 histogram of WSR0 correlation heatmap of all numeric columns

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500 rows · 73 columns · showing first 12

#	WSR0 float	WSR1 float	WSR2 float	WSR3 float	WSR4 float	WSR5 float	WSR6 float	WSR7 float	WSR8 float	WSR9 float	WSR10 float	WSR11 float	WSR12 float	WSR13 float	WSR14 float	WSR15 float	WSR16 float	WSR17 float	WSR18 float	WSR19 float	WSR20 float	WSR21 float	WSR22 float	WSR23 float	WSR_PK float	WSR_AV float	T0 float	T1 float	T2 float	T3 float	T4 float	T5 float	T6 float	T7 float	T8 float	T9 float	T10 float	T11 float	T12 float	T13 float	T14 float	T15 float	T16 float	T17 float	T18 float	T19 float	T20 float	T21 float	T22 float	T23 float	T_PK float	T_AV float	T85 float	RH85 float	U85 float	V85 float	HT85 float	T70 float	RH70 float	U70 float	V70 float	HT70 float	T50 float	RH50 float	U50 float	V50 float	HT50 float	KI float	TT float	SLP float	SLP_ float	Precp float
1	0.8	1.8	2.4	2.1	2	2.1	1.5	1.7	1.9	2.3	3.7	5.5	5.1	5.4	5.4	4.7	4.3	3.5	3.5	2.9	3.2	3.2	2.8	2.6	5.5	3.1	5.2	6.1	6.1	6.1	6.1	5.6	5.2	5.4	7.2	10.6	14.5	17.2	18.3	18.9	19.1	18.9	18.3	17.3	16.8	16.1	15.4	14.9	14.8	15	19.1	12.5	6.7	0.11	3.83	0.14	1612	-2.3	0.3	7.18	0.12	3178	-15.5	0.15	10.67	-1.56	5795	-12.1	17.9	10330	-55	0
2	2.8	3.2	3.3	2.7	3.3	3.2	2.9	2.8	3.1	3.4	4.2	4.5	4.5	4.3	5.5	5.1	3.8	3	2.6	3	2.2	2.3	2.5	2.8	5.5	3.4	15.1	15.3	15.6	15.6	15.9	16.2	16.2	16.2	16.6	17.8	19.4	20.6	21.2	21.8	22.4	22.1	20.8	19.1	18.1	17.2	16.5	16.1	16	16.2	22.4	17.8	9	0.25	-0.41	9.53	1594	-2.2	0.96	8.24	7.3	3172	-14.5	0.48	8.39	3.84	5805	14.05	29	10275	-55	0
3	2.9	2.8	2.6	2.1	2.2	2.5	2.5	2.7	2.2	2.5	3.1	4	4.4	4.6	5.6	5.4	5.2	4.4	3.5	2.7	2.9	3.9	4.1	4.6	5.6	3.5	16.6	16.7	16.7	16.8	16.8	16.8	16.9	16.9	17.1	17.6	19.1	21.3	21.8	22	22.1	22.2	21.3	19.8	18.6	18	18	18.2	18.3	18.4	22.2	18.7	9	0.56	0.89	10.17	1568	0.9	0.54	3.8	4.42	3160	-15.9	0.6	6.94	9.8	5790	17.9	41.3	10235	-40	0
4	4.7	3.8	3.7	3.8	2.9	3.1	2.8	2.5	2.4	3.1	3.3	3.1	2.3	2.1	2.2	3.8	2.8	2.4	1.9	3.2	4.1	3.9	4.5	4.3	4.7	3.2	18.3	18.2	18.3	18.4	18.6	18.6	18.5	18.7	18.6	18.8	19	19	19.3	19.4	19.6	19.2	18.9	18.8	18.6	18.5	18.3	18.5	18.8	18.9	19.6	18.7	9.9	0.89	-0.34	8.58	1546	3	0.77	4.17	8.11	3146	-16.8	0.49	8.73	10.54	5775	31.15	51.7	10195	-40	2.08
5	3.7	3.2	3.8	5.1	6	7	6.3	6.4	6.3	5.4	6.1	6.4	6.1	5.8	6.2	6.2	5.5	4.8	5.5	6.1	5	3.1	2.2	1.6	7	5.2	15.6	15.6	15.5	15.8	14.7	12	10.4	9	8.1	8.4	8.8	8.8	8.7	8.6	8.3	8.2	7.8	7.7	7.4	7.3	7.3	7.1	6.6	5.7	15.8	9.7	12.6	0.98	0.48	7.46	1413	4.6	0.53	13.36	15.34	3028	-11.8	0.84	6.86	25.6	5695	26.75	48.45	10040	-80	0.18
6	2.2	2.9	3.4	4.2	4.7	4.7	5.3	4.9	5.2	6	5.9	6.1	6.8	6.3	6.3	6.4	5.7	3.6	1.5	0.7	0	0	0.8	0.5	6.8	3.9	5.5	5.8	6	6	5.9	6.1	6.3	6.6	6.9	7.8	9.1	10.5	11.6	12.8	13.9	14.7	14.9	14.2	12.2	10.1	8.8	7.1	5.9	6.1	14.9	9	3.35	0.73	16.14	4.53	1382	-2.45	0.08	18.29	8.03	2933	-20.1	0.2	19.22	18.21	5515	-10.1	42	10065	25	0
7	0.9	0.6	0.5	0.5	0.6	0.4	0.4	0.6	1.3	1.5	2.8	3.3	3.1	2.7	2.9	3.3	2.7	2.1	2	1.8	1.8	1.8	1.6	1.6	3.3	1.7	11.8	11.5	11.5	11.1	11.1	11.2	10.7	11.4	13.6	17.1	20.2	21.3	21.4	22	22.3	22.3	20.9	19.4	18.6	18.1	17.7	16.9	16.6	16.1	22.3	16.5	7.1	0.23	5.29	0.8	1508	-3	0.16	10.14	0.09	3074	-17.4	0.08	18.51	-0.88	5680	-7.9	30.5	10180	60	0
8	1.1	1.7	1.4	1.5	0.9	1.5	1.4	1.6	1.9	1.9	2.7	4.2	4.3	3.8	3.7	3.7	3.8	3.4	3.6	3.1	4	3.1	3	3.5	4.3	2.7	15.7	15.3	15.3	15.3	15.2	14.8	14.5	14.3	15	17.1	19.4	20.8	21.5	22	22.3	21.4	21	20.3	20	19.5	19.4	19.7	19.9	20.2	22.3	18.3	7.9	0.8	4.34	4.4	1526	-1.2	0.28	12.03	-0.51	3104	-16.1	0.11	21.77	0.07	5715	13.1	44.7	10190	10	0.03
9	3.7	4.2	3.1	2.6	2.3	2.3	1.7	1	1.3	1.9	2.3	2.6	3.4	3.4	3.1	2.9	1.8	0.2	0.4	0.9	0.4	0.6	0.5	1.1	4.2	2	20.3	20.5	20.5	20.6	20.5	20.2	19.4	18.5	18.7	20.1	20.9	21.7	22.8	23.6	24.1	24.2	23.8	23	21.6	21.3	20.8	19.9	19.7	19.2	24.2	21.1	10.9	0.96	10.77	10.22	1501	3.5	0.55	10.78	25.54	3096	-13.3	0.39	21.07	5.02	5740	24.25	47.85	10140	-50	0.43
10	1	0.6	0.3	1.1	1.3	1.2	1	1.3	3	2.7	3	4.3	4.2	4.2	3.5	3	2.6	3.1	3	2.2	2.1	2.5	1.5	1.5	4.3	2.3	19	19	18.7	18.1	17.8	17.9	18.2	18.4	18.1	18	17.9	15.9	14.7	13.4	12.5	12.4	12.4	12.4	12.3	12.4	12.4	12.3	12.5	12.8	19	15.4	12.3	0.84	7.79	3.84	1518	2.7	0.13	8.12	1.88	3116	-14.8	0.48	21.79	9.14	5750	7.25	51.55	10150	10	0.48
11	1.3	1.3	1.6	1.7	1.4	1.3	1.4	1.4	1.1	2.5	2.3	2.1	1.8	1.7	1.3	1.5	1.6	1.6	1.3	2.1	3	3.5	3.1	4.3	4.3	1.9	13	13.3	13.3	13.4	13.8	14.1	14.4	14.6	15.3	16.2	16.6	16.7	16.8	16.8	16.7	16.8	16.8	16.5	16.3	16.3	15	13.4	12.8	12.4	16.8	15.1	11.2	0.8	0.49	4.83	1510	2.1	0.78	16.36	1.02	3110	-14.3	0.49	23.1	16.88	5740	29.3	47.3	10155	5	0.18
12	4.2	5.1	5.1	5.1	5.5	5	5.4	5.6	5.3	5.5	5.7	5.9	5.4	5.5	5.3	5.4	4.7	3	1.3	0.6	0.6	0.2	0.4	0.2	5.9	4	11.7	10.9	9.7	8.8	7.1	6.3	5.8	5.4	5.2	4.9	5.2	6.2	7.9	9.8	11.9	13.1	13.4	12.8	10.9	9.1	8	6.9	5.5	5.1	13.4	8.4	8.8	0.86	4.4	-1.06	1462	0.65	0.54	11.7	2.93	3051	-17.8	0.36	21.32	17.22	5660	20.9	50.95	10115	-40	0

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Columns

WSR0 numeric
WSR1 numeric
WSR2 numeric
WSR3 numeric
WSR4 numeric
WSR5 numeric
WSR6 numeric
WSR7 numeric
WSR8 numeric
WSR9 numeric
WSR10 numeric
WSR11 numeric
WSR12 numeric
WSR13 numeric
WSR14 numeric
WSR15 numeric
WSR16 numeric
WSR17 numeric
WSR18 numeric
WSR19 numeric
WSR20 numeric
WSR21 numeric
WSR22 numeric
WSR23 numeric
WSR_PK numeric
WSR_AV numeric
T0 numeric
T1 numeric
T2 numeric
T3 numeric
T4 numeric
T5 numeric
T6 numeric
T7 numeric
T8 numeric
T9 numeric
T10 numeric
T11 numeric
T12 numeric
T13 numeric
T14 numeric
T15 numeric
T16 numeric
T17 numeric
T18 numeric
T19 numeric
T20 numeric
T21 numeric
T22 numeric
T23 numeric
T_PK numeric
T_AV numeric
T85 numeric
RH85 numeric
U85 numeric
V85 numeric
HT85 numeric
T70 numeric
RH70 numeric
U70 numeric
V70 numeric
HT70 numeric
T50 numeric
RH50 numeric
U50 numeric
V50 numeric
HT50 numeric
KI numeric
TT numeric
SLP numeric
SLP_ numeric
Precp numeric
Class numeric

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