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redNew.csv
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purchasing_amount,gender,age,last_month_engage,lifecycle,days_since_last_order,comulative_purchase_amount,3rd_party_store
72.98,1,59,0,B,4.26,2343.87,0
200.99,1,51,0,A,0.94,8539.872,0
69.98,1,79,0,C,4.29,1687.646,1
649.99,,,,C,14.9,3498.846,0
83.59,,,,C,21.13,3968.49,4
319.99,1,80,0,C,15.13,2811.491,10
140,1,60,0,C,11.45,769.99,4
51.98,1,61,0,C,3.71,2542.822,1
587.99,,,,C,22.42,602.98,10
349.99,,,,C,8.26,298.79,3
2016.99,1,50,1,C,19.42,1679,0
14.99,1,57,0,C,8.29,798.604,3
39.98,,,,C,17.03,923.814,0
659.98,1,64,0,A,0.13,729.78,0
75.96,1,87,0,C,5.29,958.972,2
779.99,,,,C,22.87,5016.214,10
84.99,,,,C,7.52,1630.98,0
293.88,1,73,0,A,0.81,199.49,0
414,,,,C,5.13,2063.822,0
955.98,,,,C,8.1,2528.14,0
128.96,1,50,0,C,3.45,140.74,1
209.98,1,57,0,C,16,3197.35,0
365,,,,A,0.68,9549.9,0
815.43,1,40,0,C,12.74,1246.3,0
908.96,,,,C,9.45,1234.86,0
63.98,1,43,0,C,11.81,680.587,3
366.54,1,61,0,C,0.13,542.2,10
59.99,1,91,0,A,0.13,4030.694,0
29.99,1,66,0,A,0.58,1862,0
549.99,1,49,0,B,1.16,4179.922,0
150.99,1,75,0,C,15.58,9780.957,1
368.95,,,,C,8.9,2087.604,4
119.99,1,30,0,B,5,1372.484,0
59.99,1,74,0,B,1.48,0,0
139.99,,,,A,0.26,11597.9,0
279.96,0,51,0,C,4.48,2302.912,1
143.99,1,52,0,C,22.03,2020.8,10
59.99,1,73,0,C,4.13,2471.111,10
27.88,1,43,0,B,1.23,3331.547,0
178.99,1,67,0,C,7.45,4517.057,3
61.97,,,,C,7.13,3192.719,2
69.99,,,,C,2.29,2117.59,10
111.56,,,,C,6.39,948.99,0
69.99,1,,0,B,1.68,1781.99,0
463.99,,,,C,13.19,3053.508,10
89.99,,,,C,3.58,138.99,1
106.36,1,91,0,B,2,2297.442,0
131.08,1,67,0,C,21.74,1774.664,10
448.99,1,57,0,C,10.58,2838.678,0
32.99,1,69,0,C,19.94,0,10
239,1,49,0,C,15.9,6535.01,0
97.97,,,,B,4.58,0,0
13.98,1,39,0,C,11.1,2461.749,2
449.98,1,59,0,C,6.58,5234.883,0
469.94,,,,C,5.81,1760.35,2
379.99,,,,C,14.06,931.8,1
140,1,75,0,C,11.65,3301.97,3
547.98,,,,C,10.35,3497.827,0
849.99,,,,A,0.48,1038.874,0
140,,,,C,10.45,1607.514,0
1252.76,1,52,0,C,10.81,786.98,0
470.39,1,87,0,C,5.1,1465.39,0
61.97,1,41,1,C,13.61,560.905,0
48.49,,,,A,0.35,2475.42,0
206.08,1,62,0,C,6.9,2639.707,9
129.99,0,51,0,B,4.52,2660.24,0
110,1,64,0,C,0.35,1592.567,1
52.97,1,67,0,C,2.45,1828.151,0
30.99,,,,C,0.74,999.45,10
649.99,1,80,0,C,5.29,6.99,0
28.99,1,71,0,C,17.13,2866.359,10
277.96,,,,C,4.52,1935.58,10
35.99,1,73,0,B,1.19,1193.94,0
66.98,1,43,0,B,1.1,2489.459,0
239,,,,A,0.13,2645.99,0
312.98,1,75,0,B,1.74,1672.067,0
64.99,1,72,0,C,9.87,6155.844,0
140,,,,C,3.16,3489.229,10
16.99,,,,C,8.68,659.237,4
19.98,,,,C,8.94,875.967,10
419.99,1,54,0,C,8.77,766.98,0
228.61,1,65,0,C,8.77,1556.544,4
239.97,,,,C,23.13,256.587,0
638.97,1,61,0,C,22.94,1214.99,0
89.95,1,59,0,C,2.55,529.94,0
1347.98,,,,C,10.03,1156.02,0
136,,,,B,4.61,990.29,0
388.99,1,76,0,C,6.94,2147.13,1
239,1,75,0,C,14.26,2585.617,6
111.96,1,89,0,C,11.39,89.99,5
174.98,,,,C,5.13,856.99,2
133.96,1,57,0,C,14.77,1055.699,6
66.98,1,53,0,B,3.77,760.527,0
66.98,,,,C,14.71,1470.992,10
4858.22,1,39,1,C,11.48,11597.9,0
292.99,1,56,0,B,2.45,7301.554,0
1216.32,,,,C,17.58,1637,0
178.94,1,88,0,C,7.48,1062.486,10
448.94,,,,B,4.35,2159.899,0
136.671,1,86,0,B,1.32,2290.096,0
480.02,,,,C,11.97,1386.63,10
856.27,1,51,0,C,6.23,4049.772,0
298.95,1,53,0,A,0.48,3409.14,0
149.99,1,78,1,C,3.97,2143.907,10
667.34,1,86,0,C,14.42,193.98,5
77.08,1,63,0,A,0.74,1497.72,0
39.98,,,,C,5.9,138,2
668.95,1,,0,C,4.13,3969.761,1
691.5,1,44,0,C,22.84,1934.012,10
178.99,1,61,0,B,2.84,2448.031,0
1878,,,,C,4.42,3965.406,0
110.99,1,64,0,B,4.74,2294.99,0
74.97,,,,A,0.13,89.99,0
83.97,1,48,0,B,2.42,1562.25,0
249.99,1,44,0,B,2.58,1999.547,0
605.55,1,63,0,C,7.61,2099,0
29.99,,,,C,0.16,2401.024,9
116.16,1,55,0,C,8.65,3536.384,1
99.89,,,,B,2.94,1104,0
62.97,1,66,0,C,2.71,3178.464,1
807.96,,,,C,7.52,0,0
109.99,1,52,0,B,1.1,1353.751,0
519.89,1,94,0,C,15.19,5588.16,0
79.99,1,43,0,C,8.94,3342.202,0
32.99,,,,B,1.71,2121.194,0
982.99,1,52,0,A,0.65,799.96,0
960.97,,,,C,0.29,0,10
934.19,,,,C,9,956.02,0
409.96,1,46,0,C,3.81,504.21,10
66.98,1,70,0,B,3.55,571.98,0
85.49,,,,C,14.97,4789.54,3
78.98,,,,C,4.48,1294.577,1
67.99,,,,C,19.29,1320.225,2
610.93,1,69,0,A,0.13,4301.64,0
36.98,1,75,0,C,6.16,675.98,2
179.98,1,62,0,B,2.03,2242.609,0
98.96,1,71,0,C,13.42,1820.629,0
115.96,,,,C,19,1434.519,10
1272.38,0,66,0,C,6.29,1788.571,0
2061.82,,,,C,8.9,1564.154,0
239,1,60,0,C,11.55,1566.009,1
139.99,,,,C,4.42,378.98,7
162.98,1,54,0,C,16.94,5495.106,0
57.97,0,57,0,C,18.61,9.98,10
299.99,1,52,0,C,5.42,1561.89,2
119.99,,,,A,0.35,9325.65,0
159.4,1,68,0,C,5.58,2149.149,1
47.97,1,62,1,B,1.52,1350.97,0
89.99,1,68,0,A,0.55,1488.522,0
35.99,,,,B,2.97,3522.361,0
142.49,1,63,0,C,17,5032.761,0
574,1,75,1,B,1.42,11205.204,0
947.95,1,,0,A,0.13,11597.9,0
1297.95,1,,0,A,0.74,5004.344,0
840.47,,,,C,23.52,1660.16,3
789,,,,C,21.9,984.99,0
129.99,1,68,0,B,4.13,2537.474,0
39.99,,,,C,8.81,0,10
1394.04,,,,C,9.65,5485.481,6
558.58,1,64,0,B,2.65,6669.14,0
23.99,1,70,0,C,9.03,1581.443,4
39.99,1,42,0,B,1.65,1780.96,0
119.98,,,,B,3.77,2789.282,0
656.95,1,48,0,C,8.39,988.577,0
58.97,1,57,0,C,9.55,2065.052,4
69.99,1,47,0,A,0.13,4437.427,0
27.99,,,,C,6.97,1286.567,3
538.99,1,50,0,C,15.03,871,10
66.98,,,,C,3.42,129.99,0
49.99,,,,B,3.45,919.6,0
21.97,,,,C,22.39,2316.98,0
73.96,1,84,0,C,8.65,1104.98,4
654.4,1,91,0,B,1.58,4418.95,0
69.99,1,52,0,C,9.77,2891.86,0
249.99,,,,C,10.35,6133.562,0
79.98,,,,A,0.68,11597.9,0
39.88,,,,A,0.71,2006.324,0
4457.99,,,,C,21.19,11597.9,0
57.28,1,51,0,C,20.74,1638.394,10
364.79,,,,C,5.61,823.98,0
376.98,1,67,0,C,12.16,820.47,0
348.95,,,,C,12.94,2881.07,5
642.284,1,57,0,C,9.45,927.58,0
165.49,,,,C,11.55,253.76,10
539.98,1,52,0,C,16.68,1253.724,2
239,,,,C,11.77,0,10
228.99,1,67,0,C,0.13,1469.601,10
438.028,1,63,0,B,1.29,4226.281,0
39.98,1,54,0,C,7.48,0,3
599.97,,,,C,0.26,1168.47,1
388.97,1,66,0,C,0.52,3538.991,10
308.99,,,,C,3.03,2559.433,9
1767.97,1,65,0,C,6.9,6355.992,0
505.98,,,,C,5.81,3221.972,0
27.99,,,,B,1.52,3417.601,0
747.97,,,,C,5.35,3529,0
1728.93,,,,B,3.45,2623.984,0
269.99,1,54,0,C,2.19,3216.827,0
632.98,1,61,0,A,0.13,2759.39,0
32.99,,,,B,2.81,0,0
582.91,,,,C,14.81,1551.477,0
485.97,1,62,0,C,9.16,1299.42,0
19.99,,,,C,9.9,2449.31,4
488.97,1,80,0,C,16.81,0,0
609.99,,,,C,9.74,1577.611,0
310.906,1,67,0,C,15.48,1941.594,10
128.99,,,,C,6.9,0,10
545.98,1,34,0,C,10.97,1348.99,0
249.99,1,42,0,B,3.42,3797.493,0
298,,,,A,0.9,2907.01,0
33.98,1,56,0,C,11.35,3881.727,0
531.96,1,84,0,C,4.84,3701.43,1
97.97,,,,C,6.13,2803.724,1
199.99,1,58,0,C,15.58,1388.094,1
153.12,1,62,0,B,2.1,2239.449,0
51.98,,,,C,6.97,1387.99,0
99.99,,,,C,20.77,1063.99,0
499.99,1,52,0,A,1,0,0
99.99,1,43,0,C,5.19,3571,10
52.97,1,56,0,C,3.13,0,1
79.96,,,,C,7.45,212.74,0
378,,,,C,23.71,2060.61,10
225.99,1,66,0,C,18.26,1103.982,10
375.97,,,,A,0.94,98.99,0
56.97,1,76,0,C,19.71,2453.294,10
33.98,1,55,0,B,1.61,875.66,0
78.98,1,75,1,B,1.87,844.469,0
36.98,1,55,0,C,4.26,1331.47,1
87.99,1,77,0,C,8.58,1128.604,0
14.99,,,,C,15.19,1803.98,0
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322.42,,,,C,7.26,889.93,1
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119.99,1,54,0,C,6,5717.62,0
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22.99,,,,B,1.94,3161.501,0
985.09,1,71,0,C,10.55,1901.609,0
149.99,,,,C,9.1,849,4
342.96,,,,C,7.97,1823.591,0
82.77,1,68,0,A,0.13,5668.9,0
985.95,,,,C,7.35,1315.26,3