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jlh
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uci-shopper

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Tabular Classification

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English

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10K<n<100K

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train · 12.3k rows

Administrative int64 0 27	Administrative_Duration float64 0 3.4k	Informational int64 0 24	Informational_Duration float64 0 2.55k	ProductRelated int64 0 705	ProductRelated_Duration float64 0 64k	BounceRates float64 0 0.2	ExitRates float64 0 0.2	PageValues float64 0 362	SpecialDay float64 0 1	Month stringclasses 10 values	OperatingSystems int64 1 8	Browser int64 1 13	Region int64 1 9	TrafficType int64 1 20	VisitorType stringclasses 3 values	Weekend bool 2 classes	Revenue class label 2 classes
0	0	0	0	1	0	0.2	0.2	0	0	Feb	1	1	1	1	Returning_Visitor	false	0False
0	0	0	0	2	64	0	0.1	0	0	Feb	2	2	1	2	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	4	1	9	3	Returning_Visitor	false	0False
0	0	0	0	2	2.666667	0.05	0.14	0	0	Feb	3	2	2	4	Returning_Visitor	false	0False
0	0	0	0	10	627.5	0.02	0.05	0	0	Feb	3	3	1	4	Returning_Visitor	true	0False
0	0	0	0	19	154.216667	0.015789	0.024561	0	0	Feb	2	2	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.4	Feb	2	4	3	3	Returning_Visitor	false	0False
1	0	0	0	0	0	0.2	0.2	0	0	Feb	1	2	1	5	Returning_Visitor	true	0False
0	0	0	0	2	37	0	0.1	0	0.8	Feb	2	2	2	3	Returning_Visitor	false	0False
0	0	0	0	3	738	0	0.022222	0	0.4	Feb	2	4	1	2	Returning_Visitor	false	0False
0	0	0	0	3	395	0	0.066667	0	0	Feb	1	1	3	3	Returning_Visitor	false	0False
0	0	0	0	16	407.75	0.01875	0.025833	0	0.4	Feb	1	1	4	3	Returning_Visitor	false	0False
0	0	0	0	7	280.5	0	0.028571	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	6	98	0	0.066667	0	0	Feb	2	5	1	3	Returning_Visitor	false	0False
0	0	0	0	2	68	0	0.1	0	0	Feb	3	2	3	3	Returning_Visitor	false	0False
2	53	0	0	23	1,668.285119	0.008333	0.016313	0	0	Feb	1	1	9	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	1	1	4	3	Returning_Visitor	false	0False
0	0	0	0	13	334.966667	0	0.007692	0	0	Feb	1	1	1	4	Returning_Visitor	true	0False
0	0	0	0	2	32	0	0.1	0	0	Feb	2	2	1	3	Returning_Visitor	false	0False
0	0	0	0	20	2,981.166667	0	0.01	0	0	Feb	2	4	4	4	Returning_Visitor	false	0False
0	0	0	0	8	136.166667	0	0.008333	0	1	Feb	2	2	5	1	Returning_Visitor	true	0False
0	0	0	0	2	0	0.2	0.2	0	0	Feb	3	3	1	3	Returning_Visitor	false	0False
0	0	0	0	3	105	0	0.033333	0	0	Feb	3	2	1	5	Returning_Visitor	false	0False
0	0	0	0	2	15	0	0.1	0	0.8	Feb	2	4	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	2	2	4	1	Returning_Visitor	true	0False
0	0	0	0	5	156	0	0.04	0	0	Feb	1	1	9	3	Returning_Visitor	false	0False
4	64.6	0	0	32	1,135.444444	0.002857	0.009524	0	0	Feb	2	2	1	3	Returning_Visitor	false	0False
0	0	0	0	4	76	0.05	0.1	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	4	63	0	0.05	0	0.2	Feb	2	6	1	3	Returning_Visitor	false	0False
1	6	1	0	45	1,582.75	0.043478	0.050821	54.179764	0.4	Feb	3	2	1	1	Returning_Visitor	false	0False
0	0	0	0	2	35	0	0.1	0	0	Feb	1	1	6	3	Returning_Visitor	false	0False
0	0	0	0	3	78	0	0.066667	0	0	Feb	1	2	6	6	Returning_Visitor	true	0False
0	0	0	0	8	209.5	0	0.025	0	0	Feb	2	2	1	1	Returning_Visitor	false	0False
0	0	0	0	10	183.666667	0.04	0.08	0	0	Feb	1	1	3	1	Returning_Visitor	false	0False
0	0	0	0	14	380.5	0.014286	0.028571	0	0	Feb	2	2	1	1	Returning_Visitor	false	0False
0	0	0	0	52	2,086.242857	0.015385	0.020353	0	0	Feb	2	2	7	1	Returning_Visitor	false	0False
0	0	0	0	8	388	0.025	0.05625	0	0	Feb	3	2	1	4	Returning_Visitor	true	0False
2	18	0	0	5	298	0	0.028571	0	0.8	Feb	2	2	8	4	Returning_Visitor	false	0False
0	0	0	0	7	63	0.028571	0.071429	0	0.6	Feb	2	2	1	3	Returning_Visitor	false	0False
0	0	0	0	9	482	0	0.022222	0	0	Feb	2	5	1	6	Returning_Visitor	false	0False
1	9	0	0	46	4,084.393939	0	0.001795	0	0	Feb	2	2	8	4	Returning_Visitor	false	0False
0	0	0	0	3	22	0	0.066667	0	0.6	Feb	1	1	3	2	Returning_Visitor	false	0False
0	0	0	0	15	310.166667	0	0.006667	0	0	Feb	1	1	4	4	Returning_Visitor	false	0False
0	0	0	0	2	34	0	0.05	0	0.4	Feb	3	2	2	3	Returning_Visitor	false	0False
0	0	0	0	4	88	0	0.05	0	0	Feb	4	1	1	3	Returning_Visitor	false	0False
0	0	0	0	22	622.25	0.00303	0.006061	0	0.2	Feb	2	5	1	4	Returning_Visitor	false	0False
0	0	0	0	14	222.4	0.017143	0.057143	0	0	Feb	1	1	1	2	Returning_Visitor	false	0False
0	0	0	0	3	80	0.066667	0.133333	0	0.2	Feb	3	2	1	3	Returning_Visitor	false	0False
0	0	0	0	11	800.833333	0	0.003636	0	0	Feb	3	2	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.6	Feb	2	2	3	2	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	1	1	3	4	Returning_Visitor	true	0False
0	0	0	0	12	265.166667	0.011111	0.026111	0	0.2	Feb	3	2	1	3	Returning_Visitor	false	0False
0	0	0	0	2	29	0	0.1	0	1	Feb	2	4	4	2	Returning_Visitor	true	0False
0	0	0	0	4	160	0	0.075	0	0	Feb	4	2	2	3	Returning_Visitor	false	0False
0	0	0	0	4	135.666667	0.05	0.025	0	0.4	Feb	3	3	1	4	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.2	Feb	2	4	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.6	Feb	3	2	3	3	Returning_Visitor	false	0False
4	56	2	120	36	998.741667	0	0.014736	19.447079	0.2	Feb	2	2	4	1	Returning_Visitor	false	0False
0	0	0	0	4	104	0	0.05	0	0.4	Feb	2	6	6	3	Returning_Visitor	false	0False
2	16	0	0	16	381.686508	0.011765	0.046569	0	0.6	Feb	2	4	2	1	Returning_Visitor	false	0False
0	0	0	0	6	169	0	0.016667	0	0.4	Feb	1	1	3	3	Returning_Visitor	false	0False
0	0	0	0	8	400.8	0.05	0.120833	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
12	279.416667	0	0	42	1,553.583333	0.009	0.019667	38.308493	0	Feb	1	1	3	2	Returning_Visitor	false	0False
0	0	0	0	14	706.5	0	0.007143	0	0	Feb	2	2	5	4	Returning_Visitor	true	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	2	2	4	3	Returning_Visitor	false	0False
3	87.833333	0	0	27	798.333333	0	0.012644	22.916036	0.8	Feb	2	2	3	1	Returning_Visitor	false	1True
4	44	0	0	90	6,951.972222	0.002151	0.015013	0	0	Feb	4	1	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.6	Feb	2	2	5	1	Returning_Visitor	false	0False
0	0	0	0	18	902	0	0.007407	0	0	Feb	2	7	2	4	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.2	Feb	3	2	3	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	2	6	1	2	Returning_Visitor	false	0False
0	0	0	0	20	197.377778	0.025	0.0525	0	0	Feb	2	6	6	1	Returning_Visitor	false	0False
0	0	0	0	2	43	0	0.1	0	0.4	Feb	2	2	3	3	Returning_Visitor	false	0False
0	0	0	0	8	426.666667	0	0.0125	0	0	Feb	2	4	3	2	Returning_Visitor	false	0False
0	0	0	0	3	135	0	0.066667	0	0	Feb	2	4	3	3	Returning_Visitor	false	0False
0	0	0	0	16	588.333333	0	0.025	0	0	Feb	2	4	1	1	Returning_Visitor	false	0False
10	1,005.666667	0	0	36	2,111.341667	0.004348	0.014493	11.439412	0	Feb	2	6	1	2	Returning_Visitor	false	1True
0	0	0	0	2	76	0	0.05	0	0.6	Feb	3	2	3	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	1	Feb	1	1	1	3	Returning_Visitor	true	0False
0	0	0	0	1	0	0.2	0.2	0	0.4	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	7	208	0	0.028571	0	0	Feb	4	1	1	5	Returning_Visitor	true	0False
0	0	0	0	4	270	0	0.016667	0	0.8	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	6	39.5	0	0.02	0	0	Feb	2	2	1	3	Returning_Visitor	false	0False
0	0	0	0	12	375	0.016667	0.058333	0	0	Feb	3	2	4	1	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0.8	Feb	2	2	2	1	Returning_Visitor	true	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	7	150	0.057143	0.085714	0	0	Feb	2	2	2	1	Returning_Visitor	false	0False
0	0	0	0	3	138	0	0.066667	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	7	337.5	0.028571	0.02381	0	0.4	Feb	4	1	3	3	Returning_Visitor	false	0False
0	0	0	0	19	620.033333	0	0.007895	0	0	Feb	1	1	4	2	Returning_Visitor	false	0False
2	36	0	0	15	168.846154	0	0.011765	0	0.4	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	0	Feb	1	1	1	2	Returning_Visitor	true	0False
0	0	0	0	2	52	0	0.1	0	0	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	13	649.25	0	0.015385	0	0	Feb	2	2	1	5	New_Visitor	false	0False
0	0	0	0	27	925.333333	0.003704	0.025926	0	0.6	Feb	4	1	3	3	Returning_Visitor	false	0False
0	0	0	0	2	33	0	0.1	0	0.2	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	6	1,566.5	0.05	0.066667	0	0.2	Feb	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	4	105	0	0.025	0	0.6	Feb	1	1	1	4	Returning_Visitor	false	0False
0	0	1	0	7	50	0.038095	0.080952	0	0.6	Feb	2	4	1	7	Returning_Visitor	false	0False
0	0	0	0	16	644.2	0.004167	0.031667	0	0	Feb	3	2	3	4	Returning_Visitor	false	0False

End of preview. Expand in Dataset Viewer.

Dataset Card for Online Shoppers Purchasing Intention Dataset

Dataset Summary

This dataset is a reupload of the Online Shoppers Purchasing Intention Dataset from the UCI Machine Learning Repository.

NOTE: The information below is from the original dataset description from UCI's website.

Overview

Of the 12,330 sessions in the dataset, 84.5% (10,422) were negative class samples that did not end with shopping, and the rest (1908) were positive class samples ending with shopping.

Additional Information

The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period.

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Homepage

archive-beta.ics.uci.edu

Size of downloaded dataset files:

425 kB

Size of the auto-converted Parquet files:

425 kB

Number of rows:

12,330