data/customer_purchase_behavior.csv

CustomerID,Age,Income,PurchaseAmount,TransactionsPerMonth,LoyaltyMember
1,56,93969.0,176.42052935932134,7,No
2,69,63001.0,294.21323742121183,19,No
3,46,96552.0,113.41590123864319,2,No
4,32,43897.0,410.98864133931784,10,No
5,60,88148.0,83.54778965589688,13,Yes
6,25,43483.0,494.0991214702328,6,No
7,38,68555.0,397.51014618349586,12,Yes
8,56,37159.0,139.4220566903776,12,Yes
9,36,100077.0,52.48495270562108,11,No
10,40,55920.0,416.95764280467534,7,Yes
11,28,112067.0,368.0858047314277,1,Yes
12,28,87121.0,378.0532256184443,1,Yes
13,41,89479.0,397.0716560086756,13,No
14,53,109475.0,83.32009328034067,9,No
15,57,39457.0,211.30957784492267,3,Yes
16,41,86557.0,102.14107678630837,7,No
17,20,97189.0,438.3965416440171,6,No
18,39,98953.0,330.48415707240105,8,No
19,19,72995.0,198.90411118369212,9,No
20,41,60757.0,78.60125762871064,5,Yes
21,61,29692.0,189.94204477204798,1,Yes
22,47,65758.0,196.33249491203617,19,No
23,55,92409.0,378.32278025212884,10,No
24,19,91211.0,336.9008621098459,12,Yes
25,38,85697.0,449.24573415934697,15,Yes
26,50,57065.0,262.4967163228772,9,No
27,29,112093.0,103.81741067223577,17,Yes
28,39,119299.0,370.9601542503477,17,No
29,61,52606.0,392.35327187760385,12,No
30,42,31534.0,302.5747389062733,7,Yes
31,66,114663.0,396.93523097955244,2,Yes
32,44,60397.0,272.20801836397584,3,No
33,59,111387.0,285.2297732218973,17,No
34,45,21016.0,242.39345826134732,5,Yes
35,33,109789.0,61.43860703484283,17,No
36,32,75591.0,98.551142146987,17,Yes
37,64,109812.0,64.14313355903042,17,No
38,68,43247.0,336.3846850687012,2,Yes
39,61,44300.0,191.460191484347,2,Yes
40,69,94065.0,278.85681102411627,5,Yes
41,20,102798.0,458.40491326674186,1,No
42,54,29268.0,162.18150311699372,1,No
43,68,106807.0,234.6723153660334,19,Yes
44,24,32185.0,389.9980123443719,2,No
45,38,83704.0,152.9591744712301,12,Yes
46,26,,5000.0,50,Yes
47,56,,7000.0,60,No
48,35,,8000.0,70,No
49,21,,50.0,1,Yes
50,42,,25.0,0,No