Using the dataset below, answer the following questions.

a$)$ Perform a descriptive analysis of this variable by calculating the measures of central tendency seen in the course.

b$)$ Perform a descriptive analysis of this variable by calculating the measures of dispersion seen in the course.

c$)$ Perform a descriptive analysis of this variable by calculating the measures of shape and position seen in the course.

d$)$ From what salary is an observation considered extreme or an outlier $($only to the right of the median$)?$ Support your answer using the appropriate calculation seen in the course.

e$)$ Using Excel, construct a box plot representing this variable.

f$)$ Based on your answer in d$)$ and your diagram in e$),$ are there any outliers in the statistical series for this variable? If so$,$ what are they and how do you interpret these values?"

Cars Total sales

$1.$ Acura $151812911$

$2.$ Audi $98864268$

$3.$ BMW $36398662$

$4.$ Buick $31515047$

$5.$ Cadillac $30252989$

$6.$ Chevrolet $26026203$

$7.$ Chrysler $25781356$

$8.$ Dodge $25742006$

$9.$ Ford $25319091$

$10.$ GMC $22188911$

$11.$ Honda $21462705$

$12.$ Hyundai $21015277$

$13.$ Infiniti $20065592$

$14.$ Jeep $17486325$

$15.$ Kia $17385911$

$16.$ Lexus $17341523$

$17.$ Lincoln $17234129$

$18.$ Mazda $17140022$

$19.$ Mercedes$-$Benz $17078534$

$20.$ Mitsubishi $16822039$

$21.$ Nissan $16363877$

$22.$ Porsche $15633171$

$23.$ Ram $15629961$

$24.$ Subaru $15147896$

$25.$ Tesla $15076267$

$26.$ Toyota $14764513$

$27.$ Volkswagen $14523546$

$28.$ Volvo $14285506$

$29.$ Abarth $13945980$

$30.$ Alfa Romeo $13800517$

$31.$ Aston Martin $13773481$

$32.$ Bentley $13730479$

$33.$ Bugatti $13725105$

$34.$ Citro$$n $13644423$

$35.$ Dacia $13628040$

$36.$ Ferrari $13627963$

$37.$ Fiat $13597600$

$38.$ Jaguar $13593649$

$39.$ Land Rover $13311802$

$40.$ Lotus $12866848$

$41.$ Maserati $12836401$

$42.$ McLaren $12419736$

$43.$ Morgan $12375100$

$44.$ Opel $12269263$

$45.$ Peugeot $11986100$

$46.$ Renault $11963113$

$47.$ Rolls$-$Royce $11792068$

$48.$ Saab $11558895$

$49.$ Seat $11530245$

$50.$ Skoda $11512400$

$51.$ Smart $11353564$

$52.$ Suzuki $11311107$

$53.$ Tata $11014950$

$54.$ Vauxhall $10988413$

$55.$ Yugo $10627929$

$56.$ AEV $10604876$

$57.$ Alpina $10598763$

$58.$ Apocalypse $10406197$

$59.$ Ariel $10306253$

$60.$ Ascari $10135433$

$61.$ Audi Sport $10089991$

$62.$ Bentley Mulliner $9943449$

$63.$ Brabus $9916727$

$64.$ Callaway $9426014$

$65.$ Caterham $9411871$

$66.$ De Tomaso $9099750$

$67.$ Dodge SRT $9070108$

$68.$ Hennessey $9026560$

$69.$ Koenigsegg $8676379$

$70.$ Lamborghini $8666398$

$71.$ Lucid Motors $8650000$

$72.$ Morgan Motor Company $8546282$

$73.$ Pagani $8516547$

$74.$ Rimac $8511000$

$75.$ Rosenbauer $8490983$

$76.$ Saleen $8405775$

$77.$ Shelby $8356021$

$78.$ Singer Vehicle Design $8248010$

$79.$ Spyker $8012255$

$80.$ TVR $7976320$

$81.$ W Motors $7763925$

$82.$ Wiesmann $7715451$

$83.$ Zenvo $7664276$

$84.$ Fisker $7595415$

$85.$ Polestar $7567690$

$86.$ Rivian $7390802$

$87.$ Lucid Air $7328854$

$88.$ Tesla Cybertruck $7265785$

$89.$ Hummer EV $7113469$

$90.$ Ford Mustang Mach$-$E $7077267$

$91.$ Hyundai Ioniq $57058810$

$92.$ Kia EV$67043503$

$93.$ Nissan Ariya $7012022$

$94.$ Volkswagen ID$\mathrm{.}46955774$

$95.$ Volvo XC$40$ Recharge $6934789$

$96.$ BMW iX $6931008$

$97.$ Mercedes$-$Benz EQS $6824444$

$98.$ Audi e$-$tron GT $6767791$

$99.$ Porsche Taycan $6745200$

$100.$ Cadillac Lyriq $6698241$