Se cuenta con una base de datos que contiene información sobre las compras en línea que realizaron 500 clientes en una pequeña tienda de retail en EEUU.
Las variables son:
| Variable | Mean | Median | StDev | Q1 | Q2 | Q3 | Skewness | Kurtosis | |
|---|---|---|---|---|---|---|---|---|---|
| 25% | Avg..Session.Length | 33.053193 | 33.082008 | 0.9925631 | 32.34182 | 33.082008 | 33.711985 | -0.0320782 | 2.999767 |
| 25%1 | Time.on.App | 12.052488 | 11.983231 | 0.9942156 | 11.38815 | 11.983231 | 12.753850 | -0.0888535 | 3.111858 |
| 25%2 | Time.on.Website | 37.060445 | 37.069367 | 1.0104889 | 36.34926 | 37.069367 | 37.716432 | 0.0121054 | 2.890717 |
| 25%3 | Length.of.Membership | 3.533462 | 3.533975 | 0.9992775 | 2.93045 | 3.533975 | 4.126502 | -0.1062880 | 3.333553 |
| 25%4 | Yearly.Amount.Spent | 499.314038 | 498.887876 | 79.3147815 | 445.03828 | 498.887876 | 549.313828 | 0.0346857 | 3.447373 |
| AvgSessionGroup | Mean_YearlyAmountSpent | Median_YearlyAmountSpent | SD_YearlyAmountSpent |
|---|---|---|---|
| [29, 32) | 452.7406 | 446.4187 | 72.44669 |
| [32, 33) | 484.2984 | 486.8389 | 74.86699 |
| [33, 34) | 509.3961 | 505.7711 | 71.10749 |
| [34, 36.2) | 545.3904 | 548.5185 | 82.07114 |