6/7 Question 5 (30 points) (ainlog 08) & holzout Following a recent expansion plan for the most recent product, you, as Supply Chain manager, intend to supply a medium retail store in the downtown of Rennes. Due to the production lead time, the head of production department requests the product's annual demand for this store. Help your colleague to get such an information by considering the following data of annual demand: DOE Store Annual ID Location Size Demand (in ton) Downtown Big 1 Downtown Small yell 25 xarm of abrain Vasgmoo effieA 3 0 0 Outskirt 09 be Big bris nol 48 towigs, do en elsummon 8 Rural Area dong Big @ nous) 22 eiger fromhosp 5 9by019 d 5 Downtown Small of 0 11 guncoms el shimalod 6 Outskirt Small 45 7 Downtown Big 29 8 Downtown Medium 30 9 Downtown Small 15 10 Downtown Small 38 Note that there are three location types (Downtown, Outskirt, and Rural Area) and three store sizes (Small, Medium, and Big). Use k = 4 and the Euclidian distance to determine the nearest neighbors