cRead the following scenario, review the data, and make recommendations on how to design the marketing campaign.

The marketing department of an exclusive clothing store is p customer ID card member Member ID purchase in the past year Purchase in the past six months

$1$ no $$1,398\mathrm{.}00$ $$266\mathrm{.}00$

$2$ yes $537610$ $$1,044\mathrm{.}00$ $$905\mathrm{.}00$

$3$ no $$960\mathrm{.}00$ $$251\mathrm{.}00$

$4$ no $$1,639\mathrm{.}00$ $$545\mathrm{.}00$

$5$ yes $680271$ $$1,204\mathrm{.}00$ $$225\mathrm{.}00$

$6$ no $$187\mathrm{.}00$ $$890\mathrm{.}00$

$7$ no $$722\mathrm{.}00$ $$135\mathrm{.}00$

$8$ no $$818\mathrm{.}00$ $$38\mathrm{.}00$

$9$ yes $643423$ $$847\mathrm{.}00$ $$531\mathrm{.}00$

$10$ yes $586825$ $$234\mathrm{.}00$ $$623\mathrm{.}00$

$11$ yes $628429$ $$45\mathrm{.}00$ $$252\mathrm{.}00$

$12$ no $$224\mathrm{.}00$ $$885\mathrm{.}00$

$13$ yes $554756$ $$1,626\mathrm{.}00$ $$714\mathrm{.}00$

$14$ yes $682900$ $$1,046\mathrm{.}00$ $$287\mathrm{.}00$

$15$ yes $506878$ $$1,105\mathrm{.}00$ $$21\mathrm{.}00$

$16$ yes $553206$ $$1,074\mathrm{.}00$ $$964\mathrm{.}00$

$17$ no $$860\mathrm{.}00$ $$69\mathrm{.}00$

$18$ no $$1,071\mathrm{.}00$ $$741\mathrm{.}00$

$19$ no $$1,072\mathrm{.}00$ $$553\mathrm{.}00$

$20$ no $$1,620\mathrm{.}00$ $$697\mathrm{.}00$

$21$ yes $554567$ $$51\mathrm{.}00$ $$931\mathrm{.}00$

$22$ yes $688359$ $$614\mathrm{.}00$ $$388\mathrm{.}00$

$23$ yes $673981$ $$561\mathrm{.}00$ $$868\mathrm{.}00$

$24$ yes $572013$ $$646\mathrm{.}00$ $$649\mathrm{.}00$

$25$ no $$130\mathrm{.}00$ $$438\mathrm{.}00$

$26$ yes $567492$ $$44\mathrm{.}00$ $$559\mathrm{.}00$

$27$ no $$1,029\mathrm{.}00$ $$567\mathrm{.}00$

$28$ no $$368\mathrm{.}00$ $$777\mathrm{.}00$

$29$ no $$1,569\mathrm{.}00$ $$73\mathrm{.}00$

$30$ no $$181\mathrm{.}00$ $$305\mathrm{.}00$

$31$ no $$1,116\mathrm{.}00$ $$944\mathrm{.}00$

$32$ yes $633482$ $$992\mathrm{.}00$ $$34\mathrm{.}00$

$33$ no $$733\mathrm{.}00$ $$899\mathrm{.}00$

$34$ yes $601681$ $$550\mathrm{.}00$ $$145\mathrm{.}00$

$35$ no $$264\mathrm{.}00$ $$599\mathrm{.}00$

$36$ yes $552245$ $$613\mathrm{.}00$ $$741\mathrm{.}00$

$37$ yes $576145$ $$115\mathrm{.}00$ $$802\mathrm{.}00$

$38$ no $$871\mathrm{.}00$ $$649\mathrm{.}00$

$39$ yes $667096$ $$882\mathrm{.}00$ $$30\mathrm{.}00$

$40$ yes $533967$ $$1,927\mathrm{.}00$ $$7\mathrm{.}00$

$41$ no $$1,579\mathrm{.}00$ $$465\mathrm{.}00$

$42$ yes $557321$ $$351\mathrm{.}00$ $$19\mathrm{.}00$

$43$ yes $608316$ $$174\mathrm{.}00$ $$325\mathrm{.}00$

$44$ yes $677417$ $$1,122\mathrm{.}00$ $$129\mathrm{.}00$

$45$ yes $638968$ $$1,567\mathrm{.}00$ $$429\mathrm{.}00$

$46$ no $$957\mathrm{.}00$ $$901\mathrm{.}00$

$47$ no $$1,572\mathrm{.}00$ $$138\mathrm{.}00$

$48$ no $$399\mathrm{.}00$ $$446\mathrm{.}00$

$49$ yes $543920$ $$96\mathrm{.}00$ $$346\mathrm{.}00$

$50$ yes $517919$ $$945\mathrm{.}00$ $$649\mathrm{.}00$

$51$ yes $614801$ $$480\mathrm{.}00$ $$267\mathrm{.}00$

$52$ yes $643115$ $$1,803\mathrm{.}00$ $$910\mathrm{.}00$

$53$ yes $572336$ $$1,540\mathrm{.}00$ $$5\mathrm{.}00$

$54$ no $$324\mathrm{.}00$ $$335\mathrm{.}00$

$55$ no $$622\mathrm{.}00$ $$508\mathrm{.}00$

$56$ no $$1,577\mathrm{.}00$ $$98\mathrm{.}00$

$57$ yes $541089$ $$225\mathrm{.}00$ $$816\mathrm{.}00$

$58$ no $$637\mathrm{.}00$ $$33\mathrm{.}00$

$59$ yes $569973$ $$1,083\mathrm{.}00$ $$930\mathrm{.}00$

$60$ no $$135\mathrm{.}00$ $$787\mathrm{.}00$

$61$ yes $575508$ $$407\mathrm{.}00$ $$341\mathrm{.}00$

$62$ no $$1,595\mathrm{.}00$ $$41\mathrm{.}00$

$63$ no $$991\mathrm{.}00$ $$714\mathrm{.}00$

$64$ yes $578075$ $$1,279\mathrm{.}00$ $$383\mathrm{.}00$

$65$ yes $550476$ $$1,136\mathrm{.}00$ $$93\mathrm{.}00$

$66$ yes $573028$ $$1,172\mathrm{.}00$ $$459\mathrm{.}00$

$67$ no $$1,438\mathrm{.}00$ $$239\mathrm{.}00$

$68$ yes $641474$ $$81\mathrm{.}00$ $$322\mathrm{.}00$

$69$ yes $540396$ $$1,269\mathrm{.}00$ $$775\mathrm{.}00$

$70$ yes $501034$ $$268\mathrm{.}00$ $$945\mathrm{.}00$

$71$ yes $686453$ $$753\mathrm{.}00$ $$819\mathrm{.}00$

$72$ no $$1,890\mathrm{.}00$ $$148\mathrm{.}00$

$73$ yes $584536$ $$1,701\mathrm{.}00$ $$261\mathrm{.}00$

$74$ no $$1,562\mathrm{.}00$ $$541\mathrm{.}00$

$75$ no $$1,868\mathrm{.}00$ $$226\mathrm{.}00$

$76$ no $$1,583\mathrm{.}00$ $$836\mathrm{.}00$

$77$ no $$209\mathrm{.}00$ $$269\mathrm{.}00$

$78$ no $$1,087\mathrm{.}00$ $$179\mathrm{.}00$

$79$ yes $521102$ $