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jlh
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uci-shopper

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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	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	40	0	0.1	0	Mar	3	2	1	10	Returning_Visitor	false	0False
5	175.230769	0	0	20	2,224.85	0.004348	0.023913	0	Mar	4	2	8	1	Returning_Visitor	false	0False
6	96.857143	0	0	28	672.545238	0	0.020707	19.714689	Mar	1	1	2	10	Returning_Visitor	false	1True
0	0	0	0	6	551	0.033333	0.05	0	Mar	1	1	3	1	Returning_Visitor	false	0False
19	402.185714	4	116	64	3,179.354257	0.002532	0.01629	4.642	Mar	2	2	2	2	Returning_Visitor	false	1True
0	0	0	0	10	203	0	0.026667	0	Mar	3	2	2	3	Returning_Visitor	false	0False
4	178.2	0	0	9	368.2	0.02	0.05	0	Mar	3	2	8	3	Returning_Visitor	true	0False
7	156.5	1	122	26	694.712121	0	0.002976	0	Mar	2	4	1	2	Returning_Visitor	false	0False
5	58	0	0	10	657.261905	0	0.004167	0	Mar	1	1	2	2	New_Visitor	false	0False
0	0	0	0	7	974.666667	0.085714	0.128571	0	Mar	2	2	1	10	Returning_Visitor	false	0False
1	43	0	0	43	1,223.347222	0	0.004545	0	Mar	1	1	3	2	Returning_Visitor	false	0False
0	0	0	0	10	276	0.044444	0.055556	0	Mar	3	2	3	10	Returning_Visitor	false	0False
0	0	1	844	6	1,108	0.066667	0.066667	0	Mar	2	2	4	2	Returning_Visitor	false	0False
0	0	0	0	7	223	0	0.028571	0	Mar	1	1	1	1	Returning_Visitor	false	0False
0	0	0	0	3	261	0	0.066667	0	Mar	2	5	1	10	Returning_Visitor	false	0False
0	0	0	0	21	1,372.7	0.019048	0.035714	0	Mar	1	1	3	1	Returning_Visitor	false	0False
2	306	0	0	14	964.5	0	0.030952	0	Mar	2	2	4	1	Returning_Visitor	false	0False
3	72	1	0	38	461.5	0.01	0.023667	0	Mar	2	2	3	2	Returning_Visitor	false	0False
0	0	0	0	4	41	0.05	0.1	0	Mar	3	2	2	1	Returning_Visitor	false	0False
1	202	0	0	2	8	0	0.066667	0	Mar	2	2	8	6	New_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	Mar	1	1	3	3	Returning_Visitor	false	0False
0	0	0	0	7	39.25	0.028571	0.034286	0	Mar	2	2	1	2	Returning_Visitor	false	0False
4	359.3	4	407	69	5,485.105556	0.010526	0.017494	4.494741	Mar	1	1	2	1	Returning_Visitor	true	1True
0	0	0	0	8	450	0	0.025	0	Mar	4	1	9	3	Returning_Visitor	true	0False
0	0	0	0	1	0	0.2	0.2	0	Mar	1	1	2	1	Returning_Visitor	false	0False
0	0	0	0	20	438.333333	0.02	0.04	0	Mar	2	2	7	1	Returning_Visitor	false	0False
1	39	0	0	15	787	0	0.021875	0	Mar	4	1	1	10	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	Mar	2	4	1	3	Returning_Visitor	false	0False
0	0	0	0	6	319	0	0.05	0	Mar	1	1	6	1	Returning_Visitor	true	0False
0	0	0	0	15	1,148	0.014286	0.05	0	Mar	3	2	1	3	Returning_Visitor	false	0False
2	41.5	2	60.5	21	534.5	0.004348	0.021739	0	Mar	2	2	2	13	Returning_Visitor	true	0False
0	0	0	0	20	644.4	0	0.007778	0	Mar	1	1	7	3	Returning_Visitor	false	0False
0	0	0	0	14	875	0	0.014286	0	Mar	1	1	1	3	Returning_Visitor	true	0False
2	123	0	0	7	873	0	0.011111	0	Mar	1	2	2	2	Returning_Visitor	false	0False
3	42	0	0	31	3,121.369048	0.002857	0.009286	0	Mar	1	1	3	1	Returning_Visitor	true	0False
0	0	1	81	82	3,214.020563	0	0.007724	4.667079	Mar	3	3	2	10	Returning_Visitor	false	1True
0	0	0	0	3	14	0	0.066667	0	Mar	4	1	3	3	Returning_Visitor	false	0False
1	22	0	0	52	1,551.666667	0.001818	0.019394	7.882377	Mar	1	1	3	2	Returning_Visitor	false	0False
2	95.5	0	0	13	334.5	0	0.002667	0	Mar	3	2	1	8	New_Visitor	false	0False
2	48.666667	0	0	48	3,726.333333	0	0.004167	0	Mar	3	2	1	9	Returning_Visitor	true	0False
5	294.7	6	329.5	59	2,816.781781	0.003215	0.014766	2.3468	Mar	2	2	4	1	Returning_Visitor	false	0False
0	0	0	0	38	667.166667	0	0.005263	0	Mar	2	2	4	1	Returning_Visitor	true	0False
1	0	0	0	41	1,202.904762	0.01153	0.033252	0	Mar	2	2	2	13	Returning_Visitor	false	0False
0	0	0	0	3	0	0.2	0.2	0	Mar	1	8	2	1	Returning_Visitor	false	0False
0	0	0	0	20	1,117.333333	0	0.000957	0	Mar	2	4	7	2	Returning_Visitor	false	0False
0	0	0	0	9	211	0	0.044444	0	Mar	2	2	3	2	Returning_Visitor	false	0False
3	125	1	70	29	705.4	0	0.015625	0	Mar	2	2	1	1	Returning_Visitor	false	0False
3	12	1	24	3	5.333333	0.033333	0.083333	0	Mar	2	2	1	3	Returning_Visitor	false	0False
1	10.5	0	0	7	525	0	0.009524	0	Mar	2	4	4	8	Returning_Visitor	false	0False
0	0	0	0	13	635.333333	0	0.009091	0	Mar	2	2	4	1	Returning_Visitor	false	0False
0	0	0	0	50	1,803.768849	0.001361	0.017428	3.609399	Mar	2	4	7	3	Returning_Visitor	true	1True
3	99	0	0	37	2,419.133333	0.007895	0.023246	0	Mar	2	2	3	1	Returning_Visitor	false	0False
6	171.083333	0	0	28	952.285714	0	0.013333	52.108182	Mar	2	2	1	2	Returning_Visitor	false	1True
7	159.5	0	0	14	249	0.011765	0.041176	0	Mar	1	1	3	2	Returning_Visitor	true	0False
1	5	0	0	13	271	0	0.003571	0	Mar	1	1	2	2	New_Visitor	true	0False
5	206	0	0	15	650.696193	0	0.018487	0	Mar	1	1	1	3	New_Visitor	false	0False
2	40	2	162	17	481.666667	0.024561	0.036842	32.645211	Mar	2	7	3	2	Returning_Visitor	false	0False
0	0	0	0	7	258.5	0.028571	0.071429	0	Mar	3	2	6	1	Returning_Visitor	false	0False
0	0	0	0	14	510.5	0	0.015385	31.309436	Mar	2	2	1	2	New_Visitor	false	1True
0	0	0	0	16	600.75	0	0.025	0	Mar	2	2	2	2	Returning_Visitor	false	0False
6	262.25	3	298	49	2,302.021242	0.000309	0.026592	43.361637	Mar	1	1	1	2	Returning_Visitor	false	1True
2	44	0	0	26	1,636.016667	0.007692	0.021795	0	Mar	2	6	1	1	Returning_Visitor	false	0False
0	0	0	0	16	519.75	0.0125	0.04	0	Mar	3	2	3	3	Returning_Visitor	false	0False
0	0	0	0	1	0	0.2	0.2	0	Mar	1	1	1	3	Returning_Visitor	false	0False
0	0	0	0	11	673	0.018182	0.063636	0	Mar	2	6	1	1	Returning_Visitor	false	0False
0	0	0	0	4	173.5	0	0.05	0	Mar	3	3	4	3	Returning_Visitor	true	0False
0	0	0	0	16	156.533333	0	0.04375	0	Mar	2	4	1	3	Returning_Visitor	false	0False
0	0	0	0	21	574.533333	0	0.011579	0	Mar	2	2	3	1	Returning_Visitor	false	0False
2	62.5	0	0	17	548.333333	0	0.031373	0	Mar	2	2	1	2	Returning_Visitor	false	0False
15	937.174603	3	357	109	6,682.677557	0.000833	0.005345	2.526617	Mar	1	2	3	2	Returning_Visitor	false	0False
2	48	0	0	51	1,671.375	0.001099	0.016434	0	Mar	2	2	1	6	Returning_Visitor	true	0False
0	0	0	0	11	1,390.166667	0.012121	0.014545	0	Mar	1	1	1	3	Returning_Visitor	true	0False
6	437.391304	2	235.55	83	2,503.881781	0.002198	0.004916	2.086218	Mar	2	2	3	2	Returning_Visitor	false	1True
7	159.333333	0	0	24	520.666667	0	0.006667	0	Mar	2	10	4	3	New_Visitor	true	0False
0	0	0	0	1	0	0.2	0.2	0	Mar	2	2	4	1	Returning_Visitor	false	0False
2	32.5	0	0	19	423.816667	0.005952	0.039105	0	Mar	3	2	1	3	Returning_Visitor	false	0False
0	0	2	30	11	1,114.916667	0	0.030769	0	Mar	3	2	1	3	Returning_Visitor	false	0False
11	212.741667	3	104	71	1,678.905125	0	0.016038	8.600043	Mar	3	2	8	13	Returning_Visitor	true	0False
0	0	0	0	29	438.866667	0	0.02069	0	Mar	4	2	3	1	Returning_Visitor	true	0False
3	16.333333	0	0	23	505.583333	0.008	0.03	9.15008	Mar	4	1	1	2	Returning_Visitor	false	1True
0	0	0	0	9	76	0.022222	0.055556	0	Mar	2	2	6	1	Returning_Visitor	false	0False
0	0	0	0	7	203.5	0	0.033333	0	Mar	1	1	1	9	New_Visitor	true	0False
4	130	0	0	28	818.791667	0	0.003448	0	Mar	2	2	1	2	New_Visitor	false	0False
4	15	1	17	17	490	0	0.027273	15.664452	Mar	2	2	4	10	Returning_Visitor	false	1True
0	0	1	0	12	645.916667	0	0.05	0	Mar	1	1	1	2	Returning_Visitor	false	0False
0	0	0	0	8	142	0	0.05	0	Mar	2	7	2	3	Returning_Visitor	false	0False
0	0	0	0	6	25	0	0.033333	0	Mar	2	2	1	2	Returning_Visitor	false	0False
2	44	0	0	16	672.5	0.005556	0.025926	0	Mar	2	2	4	2	Returning_Visitor	true	0False
9	140.5	0	0	35	1,090.490476	0.013675	0.016893	0	Mar	1	1	3	2	Returning_Visitor	true	0False
0	0	0	0	3	30	0	0.066667	0	Mar	2	2	1	1	Returning_Visitor	false	0False
0	0	0	0	13	244.166667	0	0.030769	0	Mar	2	5	3	3	Returning_Visitor	false	0False
0	0	0	0	13	129.5	0.061538	0.092308	0	Mar	1	8	1	1	Returning_Visitor	false	0False
4	56	1	88	22	1,734.780952	0	0.010143	0	Mar	3	2	3	9	Returning_Visitor	true	0False
3	281	0	0	6	145	0	0.025	0	Mar	3	2	8	8	New_Visitor	false	0False
2	88	0	0	16	1,106.333333	0.025	0.053125	0	Mar	1	1	3	3	Returning_Visitor	false	0False
1	0	0	0	17	684.916667	0.015686	0.049412	0	Mar	2	6	4	1	Returning_Visitor	true	0False
9	110.409091	1	51	62	3,120.211102	0.000563	0.017397	7.891171	Mar	2	2	1	10	Returning_Visitor	false	0False
0	0	0	0	12	1,178.666667	0.024242	0.05303	0	Mar	1	1	6	3	Returning_Visitor	false	0False
0	0	0	0	3	58	0	0.066667	0	Mar	1	8	4	11	Returning_Visitor	false	0False
10	316.140503	7	321.666667	287	12,983.78771	0.000669	0.006998	1.088158	Mar	2	4	3	8	New_Visitor	false	0False