session_id stringlengths 11 11 | customer_id stringlengths 10 10 | session_start stringdate 2024-01-01 00:00:00 2024-10-27 23:00:00 | session_duration_minutes int64 1 120 | items_added int64 1 10 | items_removed int64 0 5 | final_cart_items int64 0 10 | cart_value_ngn float64 5k 500k | cart_abandoned bool 2
classes | checkout_completed bool 2
classes | device_type stringclasses 4
values | platform stringclasses 10
values | abandonment_reason stringclasses 6
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
SES00000100 | CUST480249 | 2024-02-21 04:00:00 | 12 | 5 | 2 | 3 | 187,630.64 | true | false | mobile | PayPorte | browsing_only |
SES00000101 | CUST287056 | 2024-07-07 10:00:00 | 103 | 8 | 5 | 3 | 488,159.03 | true | false | mobile | Konga | browsing_only |
SES00000102 | CUST585780 | 2024-04-05 15:00:00 | 51 | 5 | 3 | 2 | 164,749.5 | true | false | mobile | Jiji | technical_error |
SES00000103 | CUST615704 | 2024-03-21 08:00:00 | 10 | 9 | 0 | 9 | 310,207.31 | false | false | mobile | Jumia | changed_mind |
SES00000104 | CUST325291 | 2024-06-06 16:00:00 | 80 | 4 | 2 | 2 | 375,331.29 | true | true | mobile | Jumia | payment_issues |
SES00000105 | CUST940140 | 2024-04-07 12:00:00 | 74 | 4 | 3 | 1 | 458,068.34 | true | false | desktop | Konga | browsing_only |
SES00000106 | CUST733373 | 2024-09-25 11:00:00 | 74 | 9 | 4 | 5 | 335,693.51 | true | false | mobile | Jumia | high_shipping_cost |
SES00000107 | CUST331722 | 2024-08-19 13:00:00 | 98 | 9 | 3 | 6 | 257,777.1 | true | false | mobile | Jumia | payment_issues |
SES00000108 | CUST461125 | 2024-05-01 20:00:00 | 94 | 5 | 1 | 4 | 104,259.48 | true | false | mobile | Jumia | browsing_only |
SES00000109 | CUST773636 | 2024-10-14 01:00:00 | 53 | 5 | 1 | 4 | 320,732.32 | true | false | tablet | Konga | changed_mind |
SES00000110 | CUST215392 | 2024-06-18 01:00:00 | 26 | 7 | 1 | 6 | 347,848 | true | true | mobile | Konga | technical_error |
SES00000111 | CUST187938 | 2024-09-18 08:00:00 | 120 | 7 | 1 | 6 | 205,522.3 | false | false | desktop | Jumia | changed_mind |
SES00000112 | CUST422407 | 2024-09-21 06:00:00 | 28 | 10 | 4 | 6 | 340,826.77 | true | false | mobile | Konga | browsing_only |
SES00000113 | CUST717500 | 2024-02-27 02:00:00 | 113 | 3 | 0 | 3 | 314,451.19 | false | false | mobile | Jumia | found_better_price |
SES00000114 | CUST684471 | 2024-09-07 17:00:00 | 105 | 6 | 4 | 2 | 331,447.51 | true | false | mobile | Konga | technical_error |
SES00000115 | CUST104770 | 2024-05-05 22:00:00 | 28 | 1 | 0 | 1 | 65,076.46 | true | false | mobile | Jumia | browsing_only |
SES00000116 | CUST768183 | 2024-09-11 17:00:00 | 68 | 6 | 5 | 1 | 400,840.79 | true | false | desktop | Konga | high_shipping_cost |
SES00000117 | CUST229013 | 2024-02-24 19:00:00 | 59 | 2 | 1 | 1 | 322,145.47 | true | true | mobile | Jumia | high_shipping_cost |
SES00000118 | CUST687181 | 2024-07-13 01:00:00 | 110 | 5 | 1 | 4 | 262,272.54 | false | true | desktop | Jumia | high_shipping_cost |
SES00000119 | CUST898417 | 2024-07-18 10:00:00 | 120 | 10 | 5 | 5 | 386,146.66 | true | true | desktop | Slot | payment_issues |
SES00000120 | CUST926769 | 2024-03-23 01:00:00 | 76 | 8 | 4 | 4 | 419,657.79 | false | false | mobile | Jumia | null |
SES00000121 | CUST367907 | 2024-09-23 23:00:00 | 78 | 5 | 3 | 2 | 439,147.44 | true | false | desktop | Jumia | changed_mind |
SES00000122 | CUST343543 | 2024-10-01 13:00:00 | 58 | 1 | 1 | 0 | 467,286.9 | true | false | desktop | Supermart | found_better_price |
SES00000123 | CUST106391 | 2024-06-06 06:00:00 | 57 | 3 | 0 | 3 | 72,157.47 | false | true | tablet | Konga | browsing_only |
SES00000124 | CUST970747 | 2024-10-25 12:00:00 | 74 | 3 | 1 | 2 | 238,040.77 | false | false | mobile | Jumia | browsing_only |
SES00000125 | CUST659656 | 2024-01-16 17:00:00 | 99 | 2 | 1 | 1 | 361,509.87 | true | false | desktop | Jumia | browsing_only |
SES00000126 | CUST194883 | 2024-06-09 15:00:00 | 115 | 6 | 1 | 5 | 139,392.11 | false | false | mobile | Jiji | technical_error |
SES00000127 | CUST783617 | 2024-10-04 07:00:00 | 68 | 10 | 3 | 7 | 294,922.78 | true | false | desktop | Jiji | payment_issues |
SES00000128 | CUST874626 | 2024-05-19 17:00:00 | 99 | 6 | 4 | 2 | 358,314.32 | true | false | mobile | Slot | browsing_only |
SES00000129 | CUST232338 | 2024-05-27 23:00:00 | 33 | 3 | 2 | 1 | 108,557.32 | true | true | mobile | Konga | found_better_price |
SES00000130 | CUST375879 | 2024-03-28 17:00:00 | 119 | 1 | 1 | 0 | 105,144.98 | false | false | mobile | PayPorte | browsing_only |
SES00000131 | CUST635426 | 2024-09-01 14:00:00 | 11 | 10 | 3 | 7 | 54,534.43 | true | false | mobile | Jumia | changed_mind |
SES00000132 | CUST599952 | 2024-04-12 06:00:00 | 19 | 10 | 0 | 10 | 182,080.9 | false | false | mobile | Konga | high_shipping_cost |
SES00000133 | CUST610203 | 2024-09-24 20:00:00 | 110 | 5 | 0 | 5 | 321,114.4 | true | false | desktop | Slot | browsing_only |
SES00000134 | CUST820655 | 2024-08-20 08:00:00 | 100 | 9 | 1 | 8 | 262,579.45 | true | false | mobile | Slot | technical_error |
SES00000135 | CUST995033 | 2024-08-02 12:00:00 | 23 | 10 | 5 | 5 | 72,119.66 | false | true | mobile | Konga | found_better_price |
SES00000136 | CUST356369 | 2024-10-14 15:00:00 | 106 | 2 | 1 | 1 | 425,304.61 | false | false | desktop | Jumia | browsing_only |
SES00000137 | CUST336458 | 2024-01-09 14:00:00 | 4 | 2 | 0 | 2 | 145,768.59 | true | false | mobile | Jumia | browsing_only |
SES00000138 | CUST454067 | 2024-04-28 08:00:00 | 48 | 7 | 3 | 4 | 155,157.06 | true | false | mobile | Jiji | changed_mind |
SES00000139 | CUST320713 | 2024-08-05 05:00:00 | 68 | 3 | 1 | 2 | 317,292.41 | true | false | desktop | Jiji | null |
SES00000140 | CUST388521 | 2024-04-02 12:00:00 | 94 | 8 | 3 | 5 | 424,779.83 | true | true | tablet | Jumia | payment_issues |
SES00000141 | CUST345964 | 2024-08-16 23:00:00 | 24 | 1 | 1 | 0 | 307,293.96 | false | false | tablet | PayPorte | high_shipping_cost |
SES00000142 | CUST618676 | 2024-05-17 02:00:00 | 38 | 9 | 2 | 7 | 94,411.47 | true | true | mobile | Slot | changed_mind |
SES00000143 | CUST836550 | 2024-08-19 14:00:00 | 65 | 8 | 4 | 4 | 231,524.25 | true | true | mobile | Jiji | browsing_only |
SES00000144 | CUST163181 | 2024-06-05 23:00:00 | 120 | 7 | 1 | 6 | 371,963.4 | true | false | desktop | Jumia | found_better_price |
SES00000145 | CUST814268 | 2024-10-06 07:00:00 | 65 | 7 | 4 | 3 | 46,241.72 | true | false | tablet | Jiji | high_shipping_cost |
SES00000146 | CUST971433 | 2024-06-21 05:00:00 | 100 | 8 | 4 | 4 | 43,775.86 | true | false | desktop | Jiji | high_shipping_cost |
SES00000147 | CUST935997 | 2024-01-08 05:00:00 | 117 | 9 | 1 | 8 | 64,507.78 | true | false | mobile | Spar Online | browsing_only |
SES00000148 | CUST105501 | 2024-07-12 21:00:00 | 19 | 4 | 3 | 1 | 409,709.15 | true | true | mobile | Jumia | changed_mind |
SES00000149 | CUST150925 | 2024-08-13 09:00:00 | 58 | 7 | 0 | 7 | 463,016.87 | true | false | mobile | Konga | changed_mind |
SES00000150 | CUST754721 | 2024-03-13 08:00:00 | 15 | 4 | 4 | 0 | 425,232.87 | true | false | desktop | Jumia | technical_error |
SES00000151 | CUST609991 | 2024-07-15 04:00:00 | 64 | 4 | 3 | 1 | 350,427.53 | false | false | mobile | Jumia | browsing_only |
SES00000152 | CUST767590 | 2024-05-27 13:00:00 | 63 | 8 | 2 | 6 | 307,074.56 | true | false | mobile | Jumia | high_shipping_cost |
SES00000153 | CUST464687 | 2024-08-14 02:00:00 | 27 | 4 | 2 | 2 | 346,320.44 | true | false | mobile | Konga | null |
SES00000154 | CUST930305 | 2024-01-22 13:00:00 | 108 | 3 | 1 | 2 | 423,955.71 | true | false | mobile | Konga | browsing_only |
SES00000155 | CUST681639 | 2024-04-14 18:00:00 | 77 | 4 | 4 | 0 | 215,513.02 | true | true | mobile | Jumia | found_better_price |
SES00000156 | CUST563591 | 2024-08-06 23:00:00 | 110 | 2 | 1 | 1 | 429,030.85 | true | true | mobile | Jumia | null |
SES00000157 | CUST688554 | 2024-10-24 10:00:00 | 54 | 8 | 3 | 5 | 320,018.4 | true | false | mobile | Konga | payment_issues |
SES00000158 | CUST108234 | 2024-07-04 05:00:00 | 62 | 8 | 5 | 3 | 23,908.4 | true | false | mobile | PayPorte | null |
SES00000159 | CUST483773 | 2024-07-05 08:00:00 | 89 | 1 | 1 | 0 | 403,875.12 | true | true | mobile | Slot | found_better_price |
SES00000160 | CUST460189 | 2024-04-19 18:00:00 | 49 | 7 | 4 | 3 | 15,748.09 | true | false | mobile | Supermart | payment_issues |
SES00000161 | CUST490792 | 2024-02-07 19:00:00 | 28 | 8 | 5 | 3 | 390,686.67 | true | false | desktop | PayPorte | technical_error |
SES00000162 | CUST295379 | 2024-05-02 23:00:00 | 61 | 1 | 0 | 1 | 116,095.35 | true | false | mobile | Jumia | technical_error |
SES00000163 | CUST965614 | 2024-01-21 23:00:00 | 2 | 2 | 0 | 2 | 419,622.24 | true | false | mobile | Konga | changed_mind |
SES00000164 | CUST118038 | 2024-03-04 00:00:00 | 3 | 6 | 2 | 4 | 17,310.77 | false | false | mobile | Jumia | changed_mind |
SES00000165 | CUST729584 | 2024-07-19 21:00:00 | 27 | 8 | 1 | 7 | 429,916.65 | false | true | mobile | Jumia | changed_mind |
SES00000166 | CUST123972 | 2024-08-08 06:00:00 | 84 | 8 | 0 | 8 | 108,890.26 | false | false | mobile | Jumia | null |
SES00000167 | CUST980316 | 2024-08-22 13:00:00 | 100 | 9 | 5 | 4 | 255,309.63 | true | false | desktop | Konga | payment_issues |
SES00000168 | CUST615398 | 2024-06-19 13:00:00 | 14 | 8 | 0 | 8 | 139,115.93 | true | false | mobile | Jumia | found_better_price |
SES00000169 | CUST986698 | 2024-08-09 23:00:00 | 120 | 5 | 2 | 3 | 372,703.54 | true | true | mobile | PayPorte | changed_mind |
SES00000170 | CUST192191 | 2024-07-27 09:00:00 | 87 | 1 | 1 | 0 | 210,394.55 | true | false | desktop | Jumia | browsing_only |
SES00000171 | CUST911709 | 2024-04-04 06:00:00 | 102 | 2 | 0 | 2 | 218,364.67 | true | true | mobile | Jiji | changed_mind |
SES00000172 | CUST885833 | 2024-10-26 22:00:00 | 67 | 2 | 2 | 0 | 277,497.22 | true | true | mobile | Jiji | browsing_only |
SES00000173 | CUST411037 | 2024-06-20 12:00:00 | 4 | 6 | 3 | 3 | 316,320.16 | true | false | mobile | Konga | technical_error |
SES00000174 | CUST176329 | 2024-02-15 02:00:00 | 11 | 2 | 2 | 0 | 437,183.97 | false | false | mobile | Shoprite Online | high_shipping_cost |
SES00000175 | CUST136497 | 2024-10-24 07:00:00 | 106 | 10 | 1 | 9 | 8,223.12 | false | false | mobile | Jiji | changed_mind |
SES00000176 | CUST320206 | 2024-06-27 21:00:00 | 85 | 5 | 1 | 4 | 38,951.58 | true | false | mobile | Jiji | payment_issues |
SES00000177 | CUST819104 | 2024-10-26 06:00:00 | 80 | 4 | 0 | 4 | 62,423.11 | true | true | mobile | Jumia | high_shipping_cost |
SES00000178 | CUST208816 | 2024-05-27 02:00:00 | 71 | 2 | 2 | 0 | 367,912.9 | true | true | mobile | Jumia | found_better_price |
SES00000179 | CUST282057 | 2024-06-17 08:00:00 | 35 | 10 | 0 | 10 | 485,326.22 | true | true | mobile | Jumia | high_shipping_cost |
SES00000180 | CUST320547 | 2024-05-30 09:00:00 | 15 | 5 | 0 | 5 | 240,953.13 | false | false | mobile | Konga | changed_mind |
SES00000181 | CUST385194 | 2024-07-05 23:00:00 | 119 | 3 | 1 | 2 | 152,263.27 | true | false | mobile | Jumia | browsing_only |
SES00000182 | CUST305673 | 2024-08-30 18:00:00 | 116 | 8 | 3 | 5 | 13,003.12 | true | true | desktop | Slot | found_better_price |
SES00000183 | CUST111695 | 2024-07-01 06:00:00 | 11 | 5 | 1 | 4 | 316,932.9 | true | false | mobile | Slot | high_shipping_cost |
SES00000184 | CUST517193 | 2024-01-29 09:00:00 | 47 | 6 | 1 | 5 | 202,682.38 | true | false | mobile | Jiji | null |
SES00000185 | CUST688970 | 2024-02-16 14:00:00 | 101 | 3 | 3 | 0 | 146,213.52 | true | true | mobile | Jumia | technical_error |
SES00000186 | CUST958837 | 2024-02-13 04:00:00 | 32 | 4 | 3 | 1 | 419,470.93 | true | false | mobile | Konga | high_shipping_cost |
SES00000187 | CUST512748 | 2024-01-24 07:00:00 | 86 | 4 | 0 | 4 | 90,258.11 | true | true | mobile | PayPorte | browsing_only |
SES00000188 | CUST253920 | 2024-08-07 16:00:00 | 89 | 7 | 2 | 5 | 237,513.48 | true | false | desktop | Jiji | changed_mind |
SES00000189 | CUST632449 | 2024-08-13 09:00:00 | 79 | 3 | 3 | 0 | 221,591.5 | false | false | mobile | Konga | browsing_only |
SES00000190 | CUST968454 | 2024-04-22 20:00:00 | 87 | 1 | 1 | 0 | 291,666.94 | true | false | mobile | Jiji | payment_issues |
SES00000191 | CUST932147 | 2024-04-07 12:00:00 | 48 | 10 | 1 | 9 | 193,147.21 | true | false | tablet | Jiji | browsing_only |
SES00000192 | CUST553206 | 2024-03-01 05:00:00 | 69 | 9 | 4 | 5 | 42,201.65 | false | true | smart_tv | Konga | browsing_only |
SES00000193 | CUST155035 | 2024-01-20 08:00:00 | 60 | 3 | 3 | 0 | 485,848.49 | true | false | tablet | Konga | browsing_only |
SES00000194 | CUST174168 | 2024-04-19 07:00:00 | 43 | 2 | 1 | 1 | 81,645.14 | false | false | mobile | Jiji | null |
SES00000195 | CUST607602 | 2024-05-14 01:00:00 | 86 | 7 | 2 | 5 | 217,677.16 | true | false | mobile | PayPorte | changed_mind |
SES00000196 | CUST261490 | 2024-03-27 03:00:00 | 31 | 3 | 1 | 2 | 353,386.25 | true | true | mobile | Konga | found_better_price |
SES00000197 | CUST620433 | 2024-07-06 21:00:00 | 37 | 7 | 1 | 6 | 432,117.85 | true | false | desktop | Jumia | high_shipping_cost |
SES00000198 | CUST593155 | 2024-01-10 23:00:00 | 63 | 3 | 1 | 2 | 304,237.65 | false | true | mobile | Konga | changed_mind |
SES00000199 | CUST549429 | 2024-02-24 06:00:00 | 24 | 1 | 1 | 0 | 17,982.38 | true | true | mobile | Konga | null |
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