Datasets:

jlh
/

uci-shopper

Administrative int64	Administrative_Duration float64	Informational int64	Informational_Duration float64	ProductRelated int64	ProductRelated_Duration float64	BounceRates float64	ExitRates float64	PageValues float64	SpecialDay float64	Month string	OperatingSystems int64	Browser int64	Region int64	TrafficType int64	VisitorType string	Weekend bool	Revenue class label
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.

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