Channel Region Fresh Milk Grocery Frozen Detergents_Paper Delicassen
1 2 3 12669 9656 7561 214 2674 1338
2 2 3 7057 9810 9568 1762 3293 1776
3 2 3 6353 8808 7684 2405 3516 7844
4 1 3 13265 1196 4221 6404 507 1788
5 2 3 22615 5410 7198 3915 1777 5185
6 2 3 9413 8259 5126 666 1795 1451Week 3 Lab
Summary
Head
Tail
Channel Region Fresh Milk Grocery Frozen Detergents_Paper Delicassen
435 1 3 16731 3922 7994 688 2371 838
436 1 3 29703 12051 16027 13135 182 2204
437 1 3 39228 1431 764 4510 93 2346
438 2 3 14531 15488 30243 437 14841 1867
439 1 3 10290 1981 2232 1038 168 2125
440 1 3 2787 1698 2510 65 477 52Summary Statistics
Fresh Milk
Min. : 3 Min. : 55
1st Qu.: 3128 1st Qu.: 1533
Median : 8504 Median : 3627
Mean : 12000 Mean : 5796
3rd Qu.: 16934 3rd Qu.: 7190
Max. :112151 Max. :73498 Plot
Here is the final plot
Plot Summary
The chart presents a comparison of annual spending on fresh goods and milk across three regions: Lisbon, Oporto, and Other, differentiated by colors—blue, red, and green. The plot suggests that spending in Lisbon and Oporto varies widely, with some points indicating higher spending on both fresh goods and milk. The “Other” region seems to have more consistent spending, with many data points clustering around the lower to middle spending range for both categories. There are outliers in the “Other” region with high spending on fresh goods, which are not as pronounced in milk spending. The plot does not show a clear correlation between spending on fresh goods and milk in any of the regions, indicating that other factors may influence spending patterns. This could suggest a diversity of consumer behavior or economic conditions within each region. The chart implies that consumer preferences and spending power are variable across regions, with each region exhibiting unique purchasing patterns.