CIS 3630 Fall 2020

Final Project

Points possible: 100

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Project Aim

This project is aimed at testing students abilities to understand and manipulate data for business intelligence, using the skills learned throughout the semester. This is an individual final project and each student must work on their own and make individual submissions by the due date.

Business Case/Scenario

Assume that you have just landed the job of a business analyst for a nationwide restaurant chain. Your CEO has provided you with business performance related in the attached data file. Your CEO would like to know which units and regions are performing extremely well, moderately well and which are underperforming in order to understand how best to utilize organizational resources.

Analyze and interpret the data provided in the attached data file. Students MUST USE Pivot tables, pivot charts. Other Excel formulas and functions including vlookup, hlookup, ifested if, conditional formatting etc. must be used to manipulate the data provided. In other words, no manual calculations must be performed in Excel.

Prepare a one-page executive summary of your findings along with your Excel solution file. Your recommendations could include answers for questions such as:

1. In which markets should the advertising budget be adjusted?
2. How is the restaurant performing compared to its competitors?
3. How are units of like size performing relative to each other?
4. Should high-performing restaurants be expanded to accommodate more guests?
5. Should underperforming restaurants be closed?
6. Should the company spend more (or less) on advertising?

Considering your expertise, your CEO has given you the freedom to consider other hypothetical questions and answer them in your analysis.

Submission Instructions

1. Submit your solution file with your name as: LastName_FirstName_Final_Project.xlsx and submit on Blackboard.
   1. Your solution file must include answers to each question on a separate worksheet, in logical order, name the tabs appropriately.
   2. Your solution file must have all related charts/Pivot Charts with appropriate titles, legends and other information.
   3. Include your interpretation of each data visualization (e.g. chart) on the worksheet by describing in one paragraph below the data visualization/ in an appropriate location.
   4. Each worksheet in the solution file must include the question analyzed and a brief explanation on what your findings were, in an appropriate location in the worksheet.
2. Submit an executive summary of your findings in MS Word.
   1. A one-page limit (approx. 350 words) applies for your recommendations.
   2. Be sure to include specific recommendations such as what region/product has been successful/or not etc.
   3. Feel free to make suggestions on what your CEO could possibly do to improve the performance of the business, based on the data and your analysis.

AutoSave OFF HESU- Fall 20 Final Project Data File(1) Home Insert Draw Page Layout Formulas Data Review View Developer Tell me Share Comments V v Arial v = = 24 X LO . AI ab Wrap Text Custom V PPA SL TIX 49 OEM O 5 v Paste B I U A Insert .00 .00 0 Delete Merge & Center Format $ %) Ideas Conditional Format Formatting as Table Cell Styles v Sort & Filter Find & Select A1 fx Store Attributes AG AD A NA AK Store Attributes Supply Generator Attributes Demand Generator Attributes Average Dame Restaan Powion 2005 Projected population 2010 24 26 407942 3441 221515 4T046 212000 16801 375140 216412 +52 M600 110045 100001 3 AVION 4 DONORTON S CLAREMONT 6 CONCORD T CUPERTINO A PARAS 9 PROMONT 10 HUNTINGTON 11 LAMA 12 LAS VEGAS 13 MONLOP 14 MLATAS 15 MOROVA 16 MOUNTANYEW +7 NEWPORT BEACH 10 NORTHRIDGE 19 PULAGAYTON 20 PUNTELLS 21 RIVERSIDE 22 SACRAMENTO 23 SAN BERNACINO 24 SAN BRUNO 25 SANDGO 26 ANOS 27 SANTA CLARA 20 STOCKTON 29 WEST COVINA 30 WEST 31 YORSALINDA 32 DOCARATON 30 BRACONTON 34 BRANDON 38 CLEARWATOR 36 DAEMORY 37 FOWLER 30 FT MORS 30 GANDSVILLE 10 HOLLYWOOD 267519 ATT STO 151710 +6+680 374954 21122 21404 95501 442110 151616 4134 22 TO 147135 5066 TATTO 206134 w 13731 2001 22304 STO Average Po AN Sque Store Stone Customer Foot Advertising Restau Population Restaurant Con Opening Stone Age Household Growth Nu Store Service Amore Sales Market Date Ow Servet 1995-2005 6111 LA CALFORNIA 5440 : OS Medin WORDG CAFORNIA 31-0-1 05.- 3001 5 017 2053015 Large LA CALIFORNIA 31-0 264 10013 Large CALIFORNIA 31-01 SOTS 7 2019.250 CALIFORNIA 31-0-1 6-Mayo 1247 CALIFORNIA 31-06-11 0-5-6 7000 6117 2,150579 Large CALIFORNIA 31-0 2-6 2:59 TTO: 10 25 6117 Large LA CALIFORNIA 31-0-1 214 -Nov- 12 + Medium LA CALIFORNIA 31-Dec-1 5400 4 AT600 Madiun NEWA CARINA 3:-130-May- 15 6200 - 210 23 Large CALIFORNIA 31-0nett TOT 303 721 Large CALIFORNIA 31-06-11 2014 +96159 216 oto 2610164 Large LA CALIFORNIA 27.74 SOTT STT CALIFORNIA 31-Dec-1 ST 479 21+ Medium LA CALIFORNIA 31-0-1 20.30 23 HT 200 3.196.040 Really LA CALIFORNIA 31-0 774 2 ST 2.461004 Large CALIFORNIA 31-0-2-- ST 3135 25 6159 200 2.407.10 Large LA CALIFORNIA 31-Dec-1 23 27 995 213 19052 Medium LA CALIFORNIA 31-c-11 147.26 195 SAT: 246004 Large CALIFORNIA 31-06-11 47306 23 SMD +75 1.7660 Medium LA CALIFORNIA 24 2.95345 Large 3-04-11 1097 CALIFORNIA 31-Dec-1 o +861 31 6117 212 24T49 CALIFORNIA 2:59 31-0-1 www 36142 300 TTT 2.9.2010 Largo CALIFORNIA 31-00 33005 213 2000930 Large CALIFORNIA 31-Dec-to- OT 2 1943 M CALIFORNIA 31-010 36 67 2.16096 Large LA CALIFORNIA 31-06-12-26 37 213 225430 Large LA CALIFORNIA 3: -- 15-May- 213 3 16 Medium LA CALIFORNIA 31-0100 354 Rug SPLORIDA FLORIDA 31-0 3-May 26 6117 210 2.75051 Large 31-Cec-t it Novas FLORIDA 6111 2015 0917 4 210 2002 Large FLORA 31-Dec-11 2730 27 - 224 0713 346 TA FLORCA 31-0nett 2760 2604 Large TAURA FLORIDA 31-0-1 06- 25 214 294508 Large TAURA FLORIDA 31-01 20 5440 70 546 2111 TXT Large SPLORCA FLORD 31-0-to- 6117 210 243 24 Large NORCA FLORIDA 31-Dec-to- 261 14043 2.471005 Large SPLORIDA FLORIDA 2370 31-Dec-t 25 TO : SOTT 6117 2347100 Large TAURA FLORCA 31-06-05 30 440 50 Large TAURA FLORIDA 31-01 3004 GTTS 1004 Mediu SFLORIDA FLORIDA 31-0-1 GTOO 21 Nov- wa Medium SONDA FLORIDA 31-06-11 ATAS 213 TA FLORIDA 31-0 6717 2.79 30 Large ORLANDO FLORIDA 31-20 516 ST 6117 - 210 Large ORLANDO FLORIDA 31-Oct 06-c-16 6117 2.595.613 Largo FLORIDA 3:--+ 01. 11911 5724 216 Large SFLORIDA FLORIDA 31-01 6000 2005 Lang TAMPA FLORIDA 6000 319 Large TAURA FLORIDA 31-0nett 213 2002 Largo SFLORIDA FLORCA 31-Dec-tt S4017 OTO Medium DETROIT MDWEST os 31-01 217 1616.230 Medium CHICAGO MOWEST 31-29 220 05 1490 Medium MOWEST 3-06-11 -OT 213 1547010 Medium CHICAGO MOWEST 31-2- TO 6117 210 0 Medium DETROIT MOWEST 31-0-2- STOG TH 216 1.711.020 Medium CHICAGO WEST 3-c-11 15-Sep- 3174 3036 72 213 2009 CHICAGO MOWEST 31-06-11 20GTS 1801 6150 200 0$ 1 TSS Medium MOWEST soos 23 205T013 OO MOWEST 31-Dec- 27956 540 +79 2514 Large DETROIT MOWEST 31-Dec-ti +746 TO 40 TA Madiun CLL MOWEST 31-Oct 09-06-07 29 5440 201 147605 Medium DETROIT MOWEST 31-6c-27AT 360 6117 OS 1247,700 Medium MOWEST 31-01 25.50 213 2.1 ATS Large CHICAGO MOWEST 31-Dec- 233 2 Large NONG NORTHDAGT 10051 6717 NONO - NORTOGT 06-1- 31ST 6117 217 3.1110 Ruyg BAT NORTOGT 31-Dec-11 -3001 14.30 Medium NONG NORTHEAST 31-0-1 154 AT 306395 Polyg NONG NORTOGT 31-06-1 6-49-00 1990 TO Mediu NONG NORTOGT TOT 31-0nett 1000 230T Madiun VAWA NORTHEAST 31-0-1 2-OT 2 ST STTS 9001 Large PONIN NORTOGT 31-Dec-11 31-O. 93200 2,442,417 NO Large NORTHEAST 31-000-1100 26T1224 NONG os Large NORTOGT 1500 Madiun NO NORTOGT 31-Dec-!! OT- TOT 3117 1901 121 Medium NONIC 31-Dec-ti NORTOGT 200 May- 14 +29 Medium NORTOGT 31-0-1 Ara 2 2.42900 Large NORTHEAST 31-06-15 000 14 100 206 Madiun NONOL NORTHEAST 31-10-AT 2460 4711 612 10: 2045 Large NENOL NORTHEAST 3-c-126-Mar- 2370 19: SATS 102 PONIN NORTOGT 31-Dec Marat 21 100 2047724 NONG NORTHEAST -2002 0$ 31-06-11 Medium PONIN NORTOGT 31-Dec- 21ST 105 191 20 Large PONN NORTOGT 3tch 106 1.77 Medium NING NORTHDAGI 3- T.Nov-AT 2014 191 MENG NORTHEAST 31-06-25- Student Name Sheet Master Data Size Table Sheet1 + 424 112705 AN Income Batiated Population Growth and Band Household Media Growth Households Growth Household Household Growth 2005-2010 2005-2010 2005 Household Medalion C Who 2005 2005-2010 Sae2005 Income 2005 Income 2005 o Works 70 2715 3424 0 766 TO 240$ STOST $ 36610 512 54137 561 15.20 30:59 127317 1331% 376725 7.76 14 345155 70 BAST AST 2005 476: 25 5 9.75 101 200% 2.53 $ 3.401 40250 TOAT 13.70 3301 04 2665 3401 $ 10.90 3594 STT TOTTA 100 81: $ 24 6.05% +679 2018 31146 % 2005 45510 $ 21 9.16 ST2 30.974 394 597% $ 397365 50064 90 11.10 31200 $ 25.000 1.79% 3 AT2 54.115 266 5000 10.74 116 51715 119 3.215 $ +0.20 ATOS 20 30.07 TA 245 7:10 $ 76 0.90 3635 2005 0.90 12001 2.46 $ $ STO 10:20 20.800 3346 631% 2.77 $ 307 3 60135 SATS 94 16.23% TOTT25 17.105 318 3 583845 25 919 13:15 3 12.95 % 350 $ 4822550161 STAT TOR 20 15 ATS 30:13 TIT 15.12% 3055 35.717 33.2145 2009 30.79 TA 2006 149468 $ 261545 7.00 +631% w 12.57% $ 27.10 24 3541 LOTS TOS 43 2011 $ 421945 . 1976 2005 3091 $ 270145 26214 69 2015 351 $ 26395 0233 9519 2003 GSTOS 3 61.153 10:42 301 10 0.00 2.723 30303 $ 2650 31 37114 3064 11.12 4136 $ 392525 1997: 25 SOTS 1000 7.00 1130 203 $ 56.2016 2 1 12:20 7055 TOTS 2005 SOT SO GTB 26ATS 217 $ $ 10275 5003 14727 0.00% ST700 0 25 A50 BASE 10.30 150 2013 14.17 16.00 2935 37465351579 4615 10:47 13.0T 30 ATTT 13015 40466 41,01 2T 235 5 3614 30.0172 $ 304 2004 STOT . . $ 27145 10.50 20121 2005 22:00 $ 1200 3056 OTT 9.47% 2012 100% 314255 34213 10.00 14720 BATT 5.73% 369 STS 20 1063 OOT 0.52% +3.21% 256 1523 7.25 25T HOL 75 2.23 $ 10 $ 200 0.29 +0457 245 $3,759 $342575 164682 20% 2005 33752 $ 26.7665 32.50 1995 2.15 How ? $ 43 12.72 15.TO OT12 210 $ 15:10 116 20TS 3472 12345 265 $3970: $ 30,470 $ 27279 26.61 2791 2825 325 3,193 20 10.74 +0.57% 2.37% ZATS out ; sicut i 96 9.57% 225 $ 30112 $ 30410 $ 40135 319 30.215 $ 24545 3304 16.900 112112 7.11% $ 4705 2 2977 95161 3212: $ 222 TOIS 2515 $ (+0,706 1000 2001 2000 5.16 (1.170 -0.00 190 2545 30906 $294945 343 STS 512 293 $ 20 $ TO 35 AT SOT 10:56 -630% 260 $ 450 5 31295 16111 94 9.70 2.77 $ 51,174 $ 4796 5 6 TAOS 31.13 301 49 109 16902 STATS 31.113 OS $ 16 ST TO 3147 5665 240 OOST 195 25$ 31214 $ 10:41 4 * OTTO 10442 2.755 $ ST 3 798 (OT 2355 300 418 31.600 564 ON 11800 2.72 $ 20 $ $ 85T -60% (1 TO -70% 2.20 $ 23,300 $ $ 2010 19.05 90 79000 ATS 267 $ 3.00 $ 1937 5 59.395 +0.35% 390 2.765 1255 ST 14 2.15 1 $ 47005 OS S1 2.00$ -0:10 24 $ 140 3510 2055 3331 61112 490% 2000 MT 50.800 1304 - 21% STOUT 2.36 $ 10 $ TOUS 191 % SS 327045 13:47 (154 -0.54% -60% 2.31 $ 45 $ 27.250 T9 1696 946 2.71 $ 40,704 506 5 49.373 11.04 0.00% 30.90 +02.07 2.53 2546 27021 700 12.00 SATN 2003 90055 10:40 2555 . SATTI TT40 11 GOTO 15715 35.79 750 75 210 5.400 3000 12:00 080p TOT 2013 06 88043 7710 TO 50% 2.725 3456$ 302 0.90 HOT 404% 204 $ 51.219516568 5 900 46T OTO 39 40 200% 2.35 $ 3425 346895 2011 14.00 9613 14700 30.47 2007 200 47,75 4 7 GOTST ar SOT 7123 205 20.00 2023 466 5 50515 T500 2005 $ 30.54 365 736 SHO STAT $ GAST 400 2.00 403205 3521 1140T TON 30 22 5 12195 ATT 551042 1470 TO Medan Incone Growth Occupied Number of Person Housing Service Number of Number of Number of Number of of Number Shopping Workers 2005-2010 2003 Total Buninud TweeHos More Recorders Career Shopping Center TOUS 11 15 263 2139 ON 7420000 0 106 . 14 21250 STT 5 47 7430 +0.00% 1510 12 1 0 799 6900 + 0 ON 3 0 +724 13 0 134 391 ASS ++ 7 5.00% 0 5149 16 1 5 +0.47% 54305 135 12 0 70 21000 +0.39% 73.00 0 616000 TOS 71 GATO +04T 51 . 1713 0 350 9.70% TN 2133 3 0 6161 OS 56.71 +31+ 12 2 5 7551 TAN 4 43% 2 TOON 1515000 13054 20 GTAS 2 0 61600 + 4777000 10 2910 6154 14 3122000 761 OON 26 3 |- GT 90 ATS 7 0 3017000 10:50 5+ 12 0 19 GAN 569 63000 18 290000 T1515 TOT 9 7 3 10 66 3051000 SOTO GTON 910 + 10 276 10.905 30.01 60 3 14 1645 72.39% 0 961 02.01 + 0 2191000 1982 OTON 74 0 13 + 16000 122 61.72 7 7 0 15 2014 9 7 0 10 7545 0 10.30% 3515200 7 0 7 1995000 9.49% 7230 ++ 16 14 3 7 TETS 38 0 + 0 1064 72 779 0 612000 74 3954000 10:25 74TN 10 + +05T1000 TO 19% . 0 10 1000 6515 0 35 2000 13:40 5. 6 + 35615 0.47 GON 19 10 0 T! 10:20 TO 0 0 9 TS 1 + 2007 10. 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TTSTS 918 10 0.02 14 0 100 SUT + 76 TV +2990 42 LARGO 15 LAUDORILL MRACLE CONTOR 15 NOW PORTRICHY 46 ORLANDO 47 ORLANDO 40 PM 40 PLANTATION 30 SARASOTA 51 ST PETERSBURG SHOREX 55 MYIN ARBOR 54 CALUMET CITY 58 CANTON 56 DOORHOLD ST DETROIT S DOWNERSOOV 50 ROMANESTATE 60 KANSAS CITY 61 COLUMS NOV SPOO WARREN 65 WESTPORT 66 WEATON 00512 2000 5410 9. 250115 . 17:07 www. +59130 15014 STT STT OT 22:05 SS 1108 SOT 211303 230105 05 44 STTOTS +61111 TS BOSTO OTT GATIMORE 70 BROCKTON 7 BURLINGTON 72 CARICO 73 CHARLESTON 74 CHRISTIANA 75 EAGT PROVIDENCE TO PARA TT FALLSCHURCH TO FRAMING 79 TON 80 01 AVIS 12 MAYASSAS OMNICHTRO MPORD IS MONROOVILLE BGMT.LAURA ET WORTAN NOWINGTON 1307 1316 2003 MT TTO +67372 121371 AUTO +69116 2015 2005 Ready 17 + 50% 35 AutoSave OFF ES- Fall 20 Final Project Data File(1) Home Insert Draw Page Layout Formulas Data Review View Developer Tell me Share o Comments Arial 24 " AA ab Wrap Text Custom V DI LIX AY-O- s Paste 40 Av B .00 Insert I U $ %) Delete Merge & Center Format Conditional Format Cell Formatting as Table Styles Ideas Sort & Filter Find & Select A1 fx Store Attributes T v w AD A AN AR AG AT M MW AW AY Supply Generator Attributes Demand Generator Attributes Competitive Attributes Occupied Number of Housing Number of Number of Number of Number of Number of Number of Number Number of Shopping 2003 Quinerwards How Resort Groceries Cerers 250 11 Ca Upacale Number of CHILS BONNIGANS LOBSTER Note: FRIDAYS 0 17 0 14 0 + . 0 0 0 0 5 0 0 STT 1519 + 3 5 + + GADS 600 a 0 0 +3 10 14 20 0 + 0 0 11 14 5 5149% 54.30% 0 0 70 Number of Numbo Total of Number of Past Service Upacale Shop Center Rests Rent Rent ca 7400000 7 197 10 117 T2T 12 14 110 10 +6 17 319 10 M01000 10 616000 112 . 510 161 2545000 9 30000 218 TODO 19 7 10 1515000 151 22000 + ATTOO 790 TO 3122000 TO a 307 SO TODO 10 10 340 0 0 + 71 705 1713 + 0 0 0 0 0 0 510 + 0 0 13 15 12 + 1 110 254 5 0 56 TATS T.GO GTAS 0 0 + + 0 0 + + 0 9 + 10 12 ++ ++ 61 73 0 0 0 0 0 + 54 SON G15 400% 67.90% 5+41 0 + + 276 3 21 7 0 0 + 0 3 TOT 10 3051000 10 0 0 + + 0 T1515 62.61% 67.65% 30.01% 2 0 910 10 106 500 + 3 5160000 11 + 0 0 25 + 2191000 4016000 0 0 0 + 147 30 372 76 61.72% STAN 7543% 7 15 156 ++ 10 479 + 7 0 0 0 0 275 2:50 616 13 05 7 7 4 750 779 2 GASON 2067000 61.2000 3 0 0 0 74 0 749TS 16 + Average A Media Por AN Do . Income Income Customer Card Population Popularan | Catimbed Hood Medias Growth Average Growth Score Age Hood Growth Powo Projected Pou Medan Batiated population Growth Date ye Median Age Household Growth Household Household 2005 ServRead 1.2005 Household Median income Custom White Collabwe Colle Person Growth 2005-2010 2005-2010 2005 2005 2005-2010 Sae2005 Income 2005 Income 2006 2005 2005-2010 Workers 2005-2010 3 26-OT 10 Workers SOTTS 5857 TON 24 2.1 3001 4900 $ TO 15 SAS 405 TAS OTO 13:12 2.40 $ TOST 10013 36610 5 15:20 561 13:35 12131 6 34.5155 3T 6T2 + 20 7.70 TO BAT 2005 AST $ T10-Mayo 306 9.75 20047612 21250 1247 LOT 2535 156141 2005 53401 $ $ 3512 130013 74.00 AT 100 7000 2905 3744 137 30.01 04T 200 $ 3401 $ 3594 $ 92-Mar- 22315 27701 10.90 TON 31 TOTTA 115 300 TL 4575 $ 2613 31145 10 -Nov - Tous 49000 9:10% 24 OT T9! 2005 45510 $ $ 11 19-May-00 30914 9.16 3065 OT 3 971 30064 12 30-May- 169 20 375140 BOOT TA 361 11.10% 3.2005 $ 15 10-06-24 212000 6.17 2TOT 72: 21642 3.000 1.79% BAT 2.58% 2525 4650 5.00% 54.18 $ +0.41% 10.74 90 140-Nov- 222 1650IT JOT 1920 2T 3.25 . 515 5950 15 10-A-04 26 SOTIT 509545 OSON 3301 1104 7. 2011 56.500 $ 45 16 30-06 OST TA 0.90 . 245$ $ 1356 GOSTO 04TN 17 20- 2000 12001 6.68% 246 5 38.337 45574 $ ST24 10 10.20 7745 16510 9.70 30051 ATS 3320 6.31% 2.775 180135 50471 11004 1912- 15.30 GOTT 6161 HO +07T25 35 +0.21% +TOS 2015 526465 3536 10006 13:17 9.79 3136 105512 129 3365 18016 $ 57.147 +4720 792 21 15-May- % 15+ SAT 240 +5ATS 30:13 TIT 15.12% 305 3577 400 796 13054 TO 2.04% S- 20 ST 3079 7.00 230-- 11620 21121 +6315 12:57 271035 $ LOTS 24 29-OT +661 214014 an LOTS TOS 7505 2.67 $ www 33200 451610 495501 9.72 9 2005 3091 $ 2014 $ 2014 260-Dec- GOST 4120 761 6.BOX 2935 331 $ 46495 27 6.- 2015 4134 STT 9.50 2305 74 OSTOS 2501 46 $ 013 200-May- +0.50 - 2460 211 13.015 31.00 0.00% 272 $ SOS 2540 $ 30 37114 292-b-00 9T 30 15-May- 7.70 2TO 22.00 3100 2514 SLOTS 10040 7.00 56.200 $ 300350 3106-ar- TASSE 2312 1130 12:20 $ 380T9 66 SOTO 322 -- 2861 147135 TOT 26.7 2.17 5 26.15 47305 $ OTS +6917 ON 15006 14T2T OAN ST700 9.90 34 2. 3M 5 OTIS 110050 10:35 2011 14 FOON ar 3456 35157 $ 3630-A- 10:47 19T2T 25 13.0TS TO ATTT2 13015 365065 30.11 $ 40464 36 00--04 3004 44 AT2 +0.70% 4 OT 02 2015 ST 07-O 1221% 20 540 22541 2605 1140 310 12:27 5742 11 OOT 27 14 20121 0 0 10:50 2005 24 24 39 10-Mar- 261 1400 10.02 113731 OTTI ATS 90% ON 4025 317 25 34213 SOTT T2 23.70 10.30% 313175 41 06-Feb- 11640 2056 5.73% 10.101 +05 ** OTOTO SON Tom 13:21 2519 TSTS 2100 20 30046 40425 2 $ 16-Nov-AT 2014 114 200 ON 5012 0.29 SAST 5 1195 6631 40 0.25% +0457 $ 45 11213 23:05 1995 2.19% 2.15 246045 16 20- 6515 2010 12.72 OT! 15 OTO 210 20 2010 $ 2014 219090 15.10 13.495 47 00-00-00 25612 2003 116 25 34.72 2355 39.75 3540 $ 11.10 4001 - 10.41% 27.279 26.01% 49 20-Feb- 2791% +0.74 31 OLUN 6134 OSTS 12 TN AT $40 41 5 50 2-5-66 SAT $ 1126 2121 9.74 SAT 3150 13022 STS 304 5 3300 31179 10. 250113 112172 1.15% 30.215 5 254 $ 32304 31500 10.3% 54017 7.11% 30 $ SS 26-Oca 206 16 TOTT 4705 | 95+6+ 9.715 7915 3635 2515 54 2017 SA 2009 22.70 7:12 MOTO $ STO 567-AT 1000 5.16 35140 16001 159130 -009 35 1922% 29 $ 50 2T 2001 3754 3.72% $ 6020 TO ST 27-O AT OG 10.50 3000 40 2020 -6.50 1507 TI BASS 31.249 SS 25.51 314 75011 16.111 TOS TO 4916 $ 5005- +801 160TOT TRON TOTS 46 .. 7405 $ 1174 31.13 64 301 40095 STATS 60 17-Nov- 14001 7TTS 2 2006 31113 12:45 $ 5 STO 61 30-May- 27956 + 24505 547 TI 2405 24 21 31214 $ tour 10:41 OTTO 725 11 $ 09-Feb- 2.755 4130 02 249 7.04 OST (+0,70 -455 329405 2535 244 316 6 27 15 5015 5015 34. 6.6 2.725 $ 35T 65 OT- 30051 T01 30 TO (+4,7+ 2400 $ 2680 23 4.70 300 TATO 7.12% 19,105 +447 23 2675 6T15A $ 10051 4IT 4 1055 5700 2.761 51.8065 G16 06-19- 12:55 11. 3157 2ST 2.151 51 60 5 696- 4T OSS $ 51501 10 STATS TT 4.72 -0:10% 2016 $ 36657 7534 7015-r- 151001 +0154 TOD TA 3.510 2.05% 61112 SOON $ A2% 71 2050 100 ST247 5 +304 16111 -1.2T STOT 20 2009 $ $ 79.95 720-c- 4 w 23.0T TOS 129 OTO: TO 1915 39545 304 $ 73 26- -T 263T 11.70% 19146 TTS OTT -+ -+0.54 -6438 30.790 756 TT16 6.00% 74 -O loco 2310 75 0 12.24% or 0. 2724070 250 $ 11.04 STO o 10:40 760- MOTY 12 TO o SSTV 3636 90055 2555 STT $ TT 44 GOTO SOT TT OT-A- TOT 3117 400 10:19 15.715 7545 7 2.19 $ $ 472 10.3 T-May- 109 SOT +31626 00 TOT 43% 204 $ 2.66 $ $ TT TE TO 79 00 2475 795 2 210 304 $ 2.725 2013- $ 30214 OTS 20T 3456 0.90 404 51.219 $ MAT 12303 BOT 4711 012 4T+ 0 TON 200 1255 $ 23.70 TATOO 11 40% GT TTO 91613 +4093 30:47 16-- 2500 19:00 ATST GATO 2005 47.766 OST ah M 7123 200 12- TAS 21146 1213 205 2011 466TO 3 50515 11 21757 - 1572 1961 200 3300 305145 TV 04 09110 750 13.000 24 7:24 205 $ ST10 GT 10 AT7-Nov-AT 2013 DON 0.70 02T POON 2415 3527: $ 114 400 1140 . 0.00% 7640 $ 51.042 ** 0.00 Student Name Sheet Master Data Sheet1 10 OST1000 300000 0 0 50 3 + + 10 + 11 16 STS 9 0 + + 0 0 5920 GON 70.29% TS 713 7323 + 262000 OOOO 0 0 0 +7 10 7 7 19 0 0 + + + 0 7117000 78000 7 TO. STO 0 0 0 0 0 + > 0 + + 127 10 513 317 0 1454000 72.75 720 7455 T1 0 + 11 7 6000 0 + 0 1674 0 0 16 7 TON 0 10 30.04% GTO 94 10 0 0 0 0 71.72 30 0 2 + 10 0 A77000 1350000 - 76000 SA300 0 0 0 0 +617 13 19 GAT 310 270 0 + 9 +7 AT 74 765 0 33 50.23% 62.07% TAN 3150% 6061 TOSIN 4958 GTON 150 + 0 377 9 30000 0 5045 3 0 0 + 7 12 7 0 0 0 0 0 + 00 27 135 SOT ST 2264000 0 54 217 + + + 7 0 TT 10 620000 1015000 #471000 0 0 0 0 7 0 0 0 7150 70.145 7 10 10 0 + 0 TTSTN 918 56 10 0 * 1 161 0 0 TO 0 0 15 0 Size Table + Ready 17 $ @ + 50% AutoSave OFF ES- Fall 20 Final Project Data File(1) Home Insert Draw Page Layout Formulas Data Review View Developer Tell me Share Comments Arial 24 " AA ab Wrap Text Custom V DI LIX OM AYO s Paste 40 v Av B .00 = I U + Insert $ % ) Delete Merge & Center Format Conditional Format Cell Formatting as Table Styles Sort & Filter Ideas Find & Select A1 fx Store Attributes A D M N N S Z AR AD A AG A A A AW AL AN o 9501 R OTS OTO 14.00 T 33540 40 MAT 14 012 AC 12.50 1140 +0.28% + 7 471 1470 11 TT: 10% SOT TTO 13:10 11 2014 10000 1015000 14T1000 3047 19.00% 4 + 9613 GATO 2491 STO 71123 + 0 0 0 0 0 21146 TH 2047 361 10 70.145 5666 100 1000050 101 19: * 104 40 105 200 191 1062 107 20 191 +08 2009 400 270 21ST 19616 2145000 10 ATTO SHO wa +90 2013 21ST T5050 20 -20 9:45 205 - 39 72% 0.00 1.70 7 5 5 + + 3 GT 301 2010 1 TT 2.200,00 205113 0 0 0.70 10:02 10.6% 10 14 1140TI SOTO 1 0 TV SHO000 3430 (14.00 1019503 274500 TO 40079 OOTT 05 394 2045 ON 4212 STAT TOTO 640 30.11 365 3756 3201 11.70 a.com 123 1267 OTT 110 1024 SOTS TTSTS 100 59.94% 55.OON GAN GT. GO ON SYN 40% 62 9 12 201313 9110 16:17 SON 19.1% 3725 30 TOT 21572 5147 6106 20 5101000 4T01000 1933000 39000 17 6 6 3 + 0 + 2165 30 5164 7680 20130 36.79 30.45 30.04 9 10:40 10.30 6:31 7 143 1967 170022 1106 T1500 2:5106 14 1 GTON TOT 619 34 774 9: +370 1111 2005.09 302 10 120T! 166 TS 10120 1150 73 Data 15005 20010 0.3% 10% TAN 30 TO TO * 5140 +79 ++* 115 6117 118 117 110011721 1S 6150 216 > > 210 23 124 6005 26 5640 +1 127 541079 560 5.270 + 743000 SLOT 217 51T + WE 31.70 34.70 20510 - OT - SON TO 5 27 10 2STIT + +90 21 46TO 2.270411 AT SAT 000 2100 OT 150 TO 0273 (261) 21354 TOUT 21146 2920 T750 1 791T 1137 1213 10 17 0 + 3 4 3 0 + OSTS 7 7 +25510 +3141 JAGI 1.71% 0.47% 150T +4.73% 20 12125 21.203 7.26 1219 10:35 10.00 6.79% 19.10 TO! 52 G15 67.14% STA 54. SON 57.10% 73.15% T415 ON 714 70.30 11460 TO 19 + ORT 10 2.190.720 115 3156 309 10% 7.72% +0.54 STS 10:45 ++ 0 0 + 3109000 2336000 25000 21000 5850 3100 STWO 3450 SATO 15465 121350 141317 16137 + * 2720COT 146 3794 273 20 210 213 21+ 9.70 11 OT 12 1095 0 3 10 7 7 OHIT 1019 626 36405 10:51 10. OT 380T2 2014 4050 26 2400 54. 0 0 2000 05 ATS915 +0000 5 +36 6117 +37 6111 + 210 5270 7.64 10.72% 54.40 0 10.71 2015 3T 5+ 121 3+ 7307 10 12 36622 OSTAT STO 201127 150565 12 75.4 2.139720 1.702.115 14090T2 1940 12:47 10.06 + + 020 SAT2 6111 6117 6117 210 w 219 212 TO os 240 5555 32 3721 44545 10.6 6152000 to 1000 200000 3551000 G 45 12 10 212275 OT 017 STO 4T AT 1993 10 G 6140N SEO 12.10 43 10.70 13 16 50 + 3 0 TH 24 9.95 OSTS TON 102 10 +0.00% gi 31153 21 51615 021 7 suo 3466 25 1967.94 + 5100 1062019 2.36 302 22 2010 5240 5317000 - 4.13 1470 0.40% 19.31% 51515 13 0 10 10 0 15 11.11 SOT 3691 04 20 12795 2:15% 27204 0 138 139 6717 157 560 0 24 COS 3055 4613 ATS 307454 TOS 30:32 154 2000 310000 TEN 76 TOS 740 15 ++ 15 2.94 505 STOT 10 OTST 3 -340% + 1 BUNGE BHAVIS 12 MAVASSAS CHICKTRO MAMLORO BS MONROEVILLE 6 MTLARO AT WORTA NEWINGTON 90 SARINGOLD TYSONSCORNER VIRGINADACH SO WARWICK WAVE SS GATON ROUGE OG LATAYETTE AT LITTLEROCK 90 NORWAY CNC - MOROON WEST 101 TULSA 102 ATLANTA-TUO 100 CHARLOTTE 104 CHARLOTTE 108 CHATTANOOGA 106 DURI HOT GORMATOWN 100 GWINETT 109 HOLCOMERDE 110 HUNTSVILLE 111 NOVILLE 112 MARIETTA 115 MORS 114 MORGAN FALLS 115 NOILLE 116 ONOROOK 117 STONE MOUNTAN 110 ALBUQUERQUE 119 BOULOOR 120 CALCK 121 COLORADO SPRINOS 122 CONVORI-TAWARA 29 DENVER-AURORA 124 DONOR SOUTHWEST 125 GLONORE 126 LAWOOD 127 PONDOL 120 WESTMINSTER 129 ADDON 30 AMARILLO +31 NOTON 152 AUSTINE 130 AUSTINE 154 AUSTIN 135 BACHMAN 136 1ST DEL PORT 130 SONNET 130 CARLLOY 140 CARROLLTON 141 CAGALINDA 142 DONTON 145 FT WORTH 144 GALLERIA 145 GARLAND 146 GROINVILLE 14THUN 14 HUMILE QUSTOWY 150 RING 151 LGCOLINAS 152 LEWIGILLE 155 LUGDOCX 154 MANOU 158 MOLAND 156 NASA 1ST PLANO 156 POSTOK 150 PRESTONE 160 PRESTONIS +61 RODORO 162 RICHARDSON 160 RICHLAND HILLS 164 RICHMOND 168 ROVER ONS RORO 166 SAN ANTONIO 167 SAN ANTONIO 160 SILLMAN-LL 400 OUTLINGTON TO OUTON 171 TOWN CAST 172 TOWN COUNTRY 173 TYLOR 174 WALNUTILL 22:05 19 SOT 1654,75 215145 16 V w x Y 204 $ 52.9 $ 46.365 $ 235 1 $ 20$ 30.123 477 $ 2655 5 302$ 2020 2013 46TO $ 50515 260 $ 30.000 $ 305145 $ 205 5 ST175 2325 GAST 10.500 $ 3521 4 $ BATT 51,040 2.82 $ 254100 20 2.471 GOAT $ STAS $ T7101 22 $ 2.725 126 $ 3697 40.750 2.71 $ 20 $ 116 $ 3190$ 25.30) 2.74 $ 4567 5 31451 $ 37.00 241 $ 42,3465 38.000 $ 40.767 $ 290T35 $ 2016 2.215 207423 7S 1214 $ 31,700 43 $ $ 33:42) $123 $ 54304 2.755 2465 $ 31.1135 STO . $ 50.2025 5611 $ 2465 000 $ 479785 261 3 30.776 2770 $ 350 3799333 494 $ 109765 247 $ AT9 $ 505055 GATO $ 62042 305 20 $ 2530035 3104 47565 153095 STA 25+ $ 47.20 $ Top 5626 20 $ $ $ 207585 42741 $ 360T95 4611 3XTO 526 41134 $ 47.00 $ 40.2205 50310 30397 $ 235 2.76 $ 1891 $ 45.000 $ 201$ $ 352 35954 $ 3765 $ 2765 0086 5 39TS 5 4834 $ 251 362 $ 300825 3692 2545 $ 240 5 12:00 $ 2095 50654 3544 $ 30.305 ST42 $ . 2005 how $ 3425 30 31 Au t A 4. 2463 1493700 370495 $ 2.18$ 46.19 2.30 $ 16.00 $ 4+GOT 5 33.205 2.25 5.30 $ 1.10 250 $ 56513 20. i 21 109 PM 35040 5 STATT 424T 5 200 $ 1939 $ $ 700 255 265 2 300 13.20 $ 267 5 $ 13460 $ OST $ 39109 2.46 $ 40.217 $ 5 301 302 3 7 0 $ 247 $ $ 3.1903 275$ 16.250 $ 2005 45501 $ 50358 305 1 30 10.2005 TT659 2.17 1 39 $ 365 2:12 53 $ m 2.095 63000 $ 57.73 73714 205 3783 3 3 3 3806 520 5 295 $ 2015 AT $35179 $ 40:274 2.25 $ 60 $ 259 30,067 245 4205 $ 2.745 4900 STO 5:33 4T406 465 38.7495 4.75 2.77 $ SA TO 41395 2.71 $ 40 $ 3.307 5 - 1950 2375 $ 2.00$ 40 30.00 $ 471 405921 318136 247540 197 TO SOOT 7137 2013 Large NENO NORTOGT Medium NONG 31-00-115--- NORTGAGT 20 3- car NONG Large NORTHEAST 31-Dec- PONIN NORTOGT 31-Dec- 16- Large NENOL NORTHEAST 31-0-1 2-Apr- 23 Medium PONIN NORTHEAST 31-Dec-ti Large PONNY NORTHEAST 31-Dec-it Medium NONG NORTHEAST 31-07-Nov-AT 24 Large NONG NORTHEAST 31-01 Madiun PONIN NORTOGT Large NONGL NORTHEAST Paalya| NONCE NORTHEAST Madiun VAWA NORTHEAST 31-01 Largo NO NORTHEAST 31-0nett 15--T Large PONN NORTHEAST 31-06-11 Roy LOUGAVA SOUTH CONTRA 31-Dec-t 06-05 26T Large LOUGAVA SOUTH CENTRAL !! 2654 SOUTH CONTRA 3-c-11 Medium OXLAMA SOUTH CENTRAL 3-c-11 Nov- Large OLNIONA SOUTH CENTRAL 31-Dec-11 -- 2730 Medium OKLONA SOUTH CONTRA 31-Dec- OLNOMA SOUTH CONTRA. 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Medium TOUS 31-00-05 Apr 04 27.70 DALLAS TOUS 31-01 13-as DALLAS 3-06-04-Mar- Mediu HOUSTON TDAG 31- 31-06-11 11-Nov-64 27.15 Med HOUSTON 31-0 DALAG TOUS Madiun DALLAS TODOS 31-06-11 Large DALLAS TDAG 31-06-11 2- Large WTX TI 31-Dec Medium HOUSTON TOUS 31-Dec-t Medium WTX TDAG 31-Dec-06-04 06-A9-64 Mediu HOUSTON 31-Dec-11 06-Feb- DALLAS 31-00-110 Medium HOUSTON TOUS 5: -- OTO DALLAS TODOS 16-- 25 Large DALLAS TDAG 31-0-1 Large 31-Dec-1 10 2014 Large DALLAS TOUS Large DALLAS TOUS 31-0-1 0-2 Mediu HOUSTON -Dec-ti 3-c-11 16-Nov-76 Mediu HOUSTON TOUS 31-0 Madiun CTX TOUS 31-Dec- 06-Dec-19 Medium CTX TOUS . 31-Dec-1 Large Largo DALLAS TOUS 3:--+ 27:19 Large DALLAS TO 31-06-11 15-- Medium HOUSTON TOUS 31-Dec-to- Large DALLAS TOUS 31-c-11 23.-66 Medium HOUSTON 31-c-14 26-1- DALLAS TOUS Medium 31-0011 21-May- DALLAS TOUS 31-01116--0 Size Table Sheet1 o 6.51 1451% 2014 724TN + TO 2013 27730 MOTO 21619 36213 2:19 7.17 730% 10 12 5 7 57000 800000 +0000 2000 ST 11.13 3. 0.27% 1050 205 TIT 374 +6014 2030 68.33% 7.72 5.04 440 35.61 31 3 315 3104 2010 3154 150 +04 GHT 201 2615 +70 6150 212 +64 005 105 4 212 1666780 220 191 To 6117 090463 170 6117 212 +T4003 0151 015+ 7911 545 001 91000 211201 2045 26151 19.05 19.50% 13.00 10.7 GATS wan OS 11.12 51 . 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SOTA 1061 590% 6.10% 6.11 26 61 1370 6.71 10 116 374970 14112 13 7 2500 +72:30 156560 2015 2015 ST STO 54 50 SON 636000 27000 55000 7400000 210115 SOTAS 39 10 911 + 1496 9.115 136 7 7906 09117 15.215 TO 2100 STAS 21 GATI 361 WS 12T 19:00 2515211 TOBOG 20484 214.00 TOATS 930 504 0 7 5.71 ASTS TSTS 0.00% B051000 To 149T6000 GOST 3015 TT 2015 +6314 3.256 79 21195 47430 + 517 10 43 75.00 SOTOG 31.15 31.08 16101 + tot 7.70 6.30 49 6.01 0 ST35 GOTT 6760 21456 7611 43007 om 20.70% 3 6.75% +000 7 5143 150 1612 + 0 7 5.79 740 04+ 99T OS 7.80 24600 2.500 3000 3120 3204 05 TO 7 GT + 4500 DIA +6263 13. 11 TO 2013 10 20.72 302 2010 100 +0:10% 0 1547 54 16 7941 39 519 08:41 1,709797 206209 2413.646 1984 1905.20 1.705440 10 IG os ** +736117 212 214 174 0214 175 210 170 +60 6117 +746150 210 5572 + 70 101 02 6117 212 6150 6717 185 6150 +66 67 202 6117 210 210 6717 4090189 +90 5440 +79 191008314 560 +79 12 6150 214 0% 6117 6117 194 1960:50 216 197 6005 215 + 70 1999 190 6005 16 6150 6117 0 0 + 0 16 15+ 000000 +01512 257% 313 7:32 2540 6610 3001 3267 6 11175 14776 91TTO TS 65 7.00 60% 100 TOS +0.42% 216 + 0 1551 0 3 21716 0 20:30 To 31200 . 6.TO 11160 1606 2016 2080000 7564000 106T1000 3199 746 753 61606 21101 TOS 1935 7270 74 10 14 + 7.15% 21.735 36754 10:17 10 0 5 195T 522 2511 2051OT 22930 2191 230 2.110.382 140422 + TOUS 7900 2TTT TG ATSTA 3 35 02: 25.00 5.75% 13. 14.30 0 0 2013 ATT 14543 1915 76 1425 TOSTI 23779 103015 51.13 TUN 40.70% 79 57 10 10000 7502 ST10 SON 31 5 6.74 6.76 3026 14 21 -0.0% 13015 1000 500 30050 STTSO TOTS 513155 14 67500 631 4300000 011 31+ 7551 TW 195 2015 0. 6.91% 5 19 GST 4T+ STT 10% + BASAT TO +7.71% 2106! 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