The research firm LL Research collected data from 200 client businesses. They want to determine how the businesses compare among four variables:

2015 Profit in millions of dollars 2016 Profit in millions of dollars 2015-2016 Two-Year Change in Daily Average Customer Visits

Two-Year Average Number of Employees

Data collected for the sample of 200 businesses is contained in the file named Businesses

Download Businesses. Be sure to use all 200 data points.

Managerial Report

Prepare a report (see below) using the numerical methods of descriptive statistics presented in this module to learn how each of the variables contributes to the success of a client's business. Be sure to include the following three items in your report.

1. Compute descriptive sample statistics (mean, median, two quartiles Q1 and Q3 (using QUARTILE.EXC), minimum, maximum, range, interquartile range, sample standard deviation, and coefficient of variation) for each of the four variables along with an explanation of what the descriptive statistics tell us about the client businesses.
   • In this case, which measure of central tendency would be best for this application? Explain why.
   • Which measure of variation would be best for this application? Explain why.
   • How can one use the above descriptive statistics to understand the businesses better?
   • Which graphical displays of data would you use to help understand or complement the above descriptive statistics? Explain how and why.

Note: QUARTILE.EXC works only for Excel 2010 or newer.

2. Compute the percent change in profit from 2015 to 2016 for each business.

• • What would the percent change tell us in this application?
  • Then use the z-score to determine which businesses were outliers with respect to percent change in profit.
  • How would identifying outliers be useful in this application?
  • What advice might you give to businesses that are outliers?
  • How else would you determine outliers?

3. Compute the sample correlation coefficient, showing the relationship between percent change in profit and each of the other two variables (2015-2016 Two-Year Change in Daily Average Customer Visits and Two-Year Average Number of Employees).

• • Explain what the correlation coefficients tell us about the three pairs of relationships. Use tables, charts, or graphs to support your conclusions.

Write a report that adheres to the formatting and APA expectations outlined in the CSU Global Writing Center. As with all written assignments at CSU Global, you should have in-text citations and a reference page.

Submit your Excel file in addition to your report.

Requirements:

1. The paper must be written in third person.
2. Include a title page, introduction, body, conclusion, and a reference page.
3. The introduction should describe or summarize the topic or problem. It might discuss the importance of the topic or how it affects you or society as a whole, or it might discuss or describe the unique terminology associated with the topic.
4. The body of your paper should answer the questions posed in the problem. Explain how you approached and answered the question or solved the problem, and, for each question, show all steps involved. Be sure the Word document is in paragraph format, not numbered answers like a homework assignment.
5. The conclusion should summarize your thoughts about what you have determined from the data and your analysis, often with a broader personal or societal perspective in mind. Nothing new should be introduced in the conclusion that was not previously discussed in the body paragraphs. Your conclusion should emanate (be aligned with) your findings.
6. Include any tables of data or calculations, calculated values, and/or graphs associated with this problem in the body of your assignment.

AuluSve O Busness 10. Swed Search Matt Metson X Hame Insert Page layan Farms Data Review View Heln Comments Share - . 11 Calin => General AutoSum- Normal Rad 47 Puzle X CLL The Copy la Printer Cipcord 53 Merge & Carter - Corde ons on Formal.ingToll * Good Neutral I. Date Format -% --> Number Sorindo Fi Sul Sensit Ce Analyse Dula Analysis Unde Font 5 Alignment Styles Cell Editing Sesi E139 70 A D H . 1 1 M N R R S u w X Y 7 AA 2016 Profit 8108 9542 2125 5219 0150 5074 7211 Number Business 2 1 B Phillipe 2 Barr & Edwin Co 4 3 LACROSS Archery 3 4 Global Fiect Sales 0 ALLSTAIL ATHLETR SUPPLY 7 6 ELECTROPOWER UTILITY SALES 8 7 Bergner's y 8 BESLEY'S 10 9 Dave Ranney & Assoc 11 10 RDI Technologies 12 11 Hocky MIN HMC-Info. & Sales 13 12 Mid-South Sweeper Supply: Inc 14 13 Westlake Supply 14 Old Town Artisans Galleries 16 15 Client Services Guy 17 16 Bill Red 18 1/ Game Fair Lid 19 18 Air Supply Systems, Inc 20 19 The Webmaster 21 20 First Supply Groups Inc >> 21 Comly 22 Talcon; Inc 24 2: One Plus Two 25 24 FlowTech Supply 20 Erower Business Supply 27 26 King Plaza-Management 20 27 Sales Recruiting Specialist 29 23 ; Lenty Sales; Inc. 30 29 Vipbrasil 31 30 Empire State Sales in Data Ready To Action 2015 Profit 4436 1452 2554 4547 028 1313 6843 4250 4731 3003 2100 3114 4308 4550 5257 8973 7350 5905 3701 1180 6980 2117 1219 2017 3142 2533 7021 1654 7/13 624 F F Two Two Year Year Average change Number in daily of no. of Employd visits PS 37 100 82 21 6 41 40 56 85 -7 31 71 97 34 89 17 37 1 3 12 85 33 43 40 as 45 32 92 86 0 95 54 3R 20 25 73 95 4 GG - 9 91 14 44 a 75 62 3 21 83 14 57 25 9674 4931 1/2 8327 6516 2305 ARM 4747 2623 716 9406 1572 930 2414 110 5635 2651 3754 9522 1941 6059 1063 We 10095 - C W x 2015 PM 43/2022 AuluSve O Busness 10. Swed Search Matt Metson X Hame Insert Page layan Farms Data Review View Heln Comments Share === General AutoSum- Normal 47 2. Wrap Test Marge Cartier- LA Cordeonel TN Formal.ingToll Rad Neutral 53 -% --> Good I. Date Format Sort & find a Fi Sul Panalye Dula Sensit 5 Alignment Number Styles Cell Editing Analysis Sersky F F H 1 x M N P R S T u w w X Y 7 AA 57 91 31 25 26 65 65 -2 67 55 b7 71 50 94 49 14 20 87 - X CLL Calin - - 11-A in copy Puzle BI. Painter Unde Cippocrd Font E139 VIX 70 A A D 311 30 Empire State Sales 6244 1053 33 31 Sunday Sales 8R38 2851 33 32 Spa City Silver 5777 3058 33 Ops 4504 hos 35 34 WSA Sales Co. Inc 1990 6252 30 33 Sun State Sales 6541 5904 37 36 KWICK SUPPLYINC 4541 38 37 Power Solutions in 5653 5125 29 38 Reece & Nichols Wyandotte 9256 1158 40 3 Harmony Bell 5414 2792 41 40 Eagle Flight Safety Products 5505 4354 41 Team Vehicle Sales 3444 4977 13 42 Papays Clothing 3100 4115 44 43 Daniels & Fry Motor Company 5004 3286 45 14 Home Base Solutions 8229 9301 46 45 SAF systems 4800 4903 47 45 Robert Rytter Associates 8424 32.58 48 47 Arbor Consulting 6458 1039 49 48 DEANGELO MACHINERY SALES 6257 5524 50 49 DG Sales And Service 3844 7146 51 50 MOSS 6730 9194 52 51 Sonya C. Alwell 525 7147 53 52 Sentry Network Service, Inc. 3579 6245 SUMMIT FINANCIAL GROUP 1737 2498 55 54 Lenexs Office Supply 2007 4820 56 55 Cybenzone 6694 8272 56 Monarch Rep Sales Inc 8808 6310 50 57 Edurechamberland 2114 7116 50 58 EXCEL PRODUCTS 5239 7248 59 Samco Sales 6541 2353 61 50 Lajobi Sales Inc 4454 4956 61 ECS Anchor Supply 8655 3577 62 Tiger Sales 4278 7423 14 63 Auto Graphics Sales 9678 282) 65 64 Algin Technology LLC 4440 3301 63 Triple T Sales 3657 6882 57 66 Georges Miret Salon 000 1053 Data 95 65 wa 50 39 29 30 69 79 * 30 04 74 72 92 02 55 25 71 51 17 ** 57 25 M4 69 92 25 45 67 26 21 h 70 91 32 97 38 19 49 14 100 39 39 51 89 Ready TV Acre Gada e 10095 - C W 3154 PM 43/2022 AuluSve O Busness 10. Swed Search Matt Metson Hame Insert Page Ryan Farma Data Review View Heln Comments Share === General AutoSum- Normal 47 Wrap Test Marge Cartier- Rad Neutral 53 -% --> Cordeonel TN Formal.ingToll Good I. Date Format Sort & find a FM Sul Panalye Dula Sensit 5 Alignment Number Styles Cell Editing Analysis Sersity F F H 1 x M N P R S T u w w X Y 7 AA 35 65 57 93 11 10 23 16 85 72 94 35 69 55 55 77 ** G2 50 25 6 14 35 49 2 - X CLL Calin . 11 In Copy Puzle BIO mat Painter Unde Cippocrd Font E139 VIX 70 A A D 671 66 Georges Miret Salon 1906 1053 68 67 NICHOLSON, WILLIAM 2991 3746 08 Sears Grand 992 8233 70 69 Active Fitness And Aerobics 4100 9356 71 70 Crosstech 3527 9840 72 71 Druglaunch 8190 3836 73 72 Brian Sullivan Enterprises 950 1855 74 73 PC SALES 9258 6999 74 Starr Gennett Foundation 6122 9736 76 75 KC Sales 0134 9645 77 76 Maplashade Lane E 2595 952 78 77 Rod Dow 3126 5738 19 78 Cindustrial Sales 4301 9571 20 79 Southwest Distributing, Inc. 5513 7554 30 Robert M. Wells 1541 2515 82 31 United Sales & Servimine 1249 4223 83 B2 NO.Power Plant 6137 5846 84 83 BREWARES INC 9926 3651 84 Closeouts ALLIC 6720 8220 36 RS AGEE Sales, Inc. 62.53 8833 87 36 Jason Golden 5504 5858 87 Shepherd Sales 2178 6106 80 BS John Weigand 637 8755 90 59 Discount silks 7604 9624 91 90 Ban Ke Systems Inc. 5335 1975 92 91 Shamrock Computer 1124 7099 93 92 Margaret Lucas 4859 9723 94 93 Shuler Valve 7358 2085 05 94 RTG INDUSTRIAL SUPPLY, INC 1553 4900 90 95 American Supply Group 2185 8449 92 95 Mr. Spindle 20145 2017 Jones Services Supply Co. 6135 6843 38 Factory Direct Craft Supply 9943 1208 100 Metro Sandwiches & Salads 2206 5727 101 100 Global Industrial Sales 9143 5622 102 101 Fun Yards 5929 1321 103 102 Taylor Supply bis2 0040 Data 5 8 55 100 be 57 30 20 54 83 25 54 32 0 80 94 22 32 4 60 83 43 45 .9 95 40 95 -4 4 51 35 1 55 100 4 4 99 54 72 79 70 66 32 45 35 Ready TV Acre Geadla e 10095 - C W 3154 PM 43/2022 AutoSave Of A Aulu Busness 10. Swed Search Matt Metson View Heln Comments Share === General AutoSum- Normal 27 O 2. Wrap Test Marge Cartier- Rad Neutral 53 -% --> Cordeonel TN Formal.ingToll Good I. Date Format Sort & find a FM Sul Sensit Analyse Dula Analysis 5 Alignment Number Styles Cell Editing Sersity F F H 1 x M N P R S T u w w X Y 7 AA 15 72 6 8 30 63 77 39 22 3 42 81 7 71 100 25 80 w 65 52 23 95 -7 Hame nsert Pagplayan Farma Data Review - X CLL Calin - 11 in copy Puzle BI. a Painter Unde Cippocrd Font E139 V! XV fx 70 A D 103 102 Taylor Supply 2 6040 104 102 Facility Robotics Inc 2630 1651 105 104 Tele Sales Consultants: Inc 1309 8353 106 105 Hometown Paintball Supplying 4131 6513 107 105 Bales Hay Sales 5335 4943 108 107 Zero systems 1558 3446 109 105 A 9655 7449 110 109 Simcha Sales 4806 3536 1111 110 Pauls Motor Sales and Service 6187 9957 112 111 Drillers Supply 7354 1hss 113 112 Sharper Concepts; Inc 2728 1350 114 113 Pat Tomak 4912 1312 115 114 Mb Sales And Service 9471 2015 116 115 Howard Sales Cozine 1458 6143 117 110 SELECT SALES; INC. 3246 3345 110 117 Juhn Gesche 2052 5052 110 118 TOP SALES COMPANY, INC 8551 3427 120 119 On Angels Wings 2599 2740 121 120 Website Designs 2527 1907 122 121 Lone Pine Sales * 7937 5991 123 122 Associated Supply Co 9202 7112 124 123 John Cody 7230 4913 125 124 Barton Mattress Sales 6394 3312 126 123 Internet Now 3673 9370 1271 126 COFUSION Guru 6536 3512 128 127 Comet Website Consultants 2454 4501 129 125 MCMAHON, JOHN 4084 3773 130 129 Alan Warren 7510 5058 131 130 ROV Supply Co 2371 4610 1321 131 Wilrock Sales Corp G331 7557 133 132 Lowe Co Molion Inc. 25000 6516 134 133 Daloy Plastering 7675 5536 135 134 Walter Drake Inc 8011 2663 136 135 Philips Business Solutions 0417 2008 137 135 Back Karpinski Associates Inc 7190 8807 138 137 Jeff Munchick Sales 3499 3077 1391 138 GEO-THERMAL SALES INC 6720 7904 Data 14 82 89 24 63 6 82 25 94 23 0 50 93 92 71 70 0 25 61 19 63 5 25 83 4 39 B 49 16 R3 83 BS 77 75 WO 86 68 BS 41 23 20 Ready TV Acre Geadla | 100% - C W 2015 PM 43/2022 AutoSave Of A Aulu Busness 10. Swed Search Matt Metson Hame nsert Page layan Farma Data Review View Heln Comments Share 2 - - 11-AA Calin = E General AutoSum- Normal 27 O Wrap Test Merge & Cartier- Rad Neutral BI. + -% --> Cordeonel TN Formal.ingToll Good I. Date Format X CLL In Copy Parole 3r Printer Cippocrd VIX fx 70 Sort & find a FM Sul Sensit Analyse Dula Analysis Unde Font 5 Alignment Number Styles Cell Editing Sersity E139 F H 1 x M N P R S T u w w X Y 7 AA D 7904 5822 7440 99 81 w 6720 7084 8124 127 9050 G312 1350 2041 2329 91/6 9430 8048 3837 1123 1606 1836 072 8951 F 20 60 77 $4 91 3 -60 -50 30 95 97 61 65 50 30 52 -50 85 85 72 61 62 ace G3 35 87 G303 7251 4169 8001 DOS 6432 600 6050 5316 7391 140 141 142 143 144 145 146 147 140 140 150 151 152 153 154 155 156 1571 158 159 100 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 A A 138 GEO-THERMAL SALES, INC 139 Sprinkler Supply Company 140 Rol Tru Putting Greens 141 Energy Mul Systems 142 RD Sales 143 Tech Tran Corp. 144 Judy Rees 145 Janskates 146 Custom Filter Supply, Inc 147 Fiduciary Trust Co.Intl 148 The Office Supply Store, Inc. 149 Char Sakamoto Ishil Lum Ching 150 Otto Wolff U.S. Sales Corp 151 Bailey Slipper Shop 152 Megaldea: Inc 153 letnich Molur Sales 154 Aeropostale in 155 High Tides 156 Foley's Destment Store 157 Gornet Technologies 158 Brinton Vet Supply 159 The ones Shop 160 WOODSTOCK QUILT CO., INC 161 KWB SALES 162 Efficient Lighting Salesu. 163 Filene's 164 Gemini Technical Sales 165 Walter Log 165 Cloutier Property Management 167 ATMCO 165 Mark MARRON 169 Global Granite 170 NUHS 171 JTC Express Office Supply 172 Inductive Technologies, LLC 179 Florida Villa Vacations Inc 174 Moly Mountain Sales Data Tu Acre Gandia B 77 77 22 6 65 28 92 52 99 99 6954 9713 9937 2523 8427 4228 23 5 89 32 81 27 79 " 32 32 4930 499 1953 3857 5252 9608 9900 2740 7816 2742 2056 1176 9978 1554 GART 2327 BA 8684 2339 6204 9342 9430 2294 21 97 71 ** 75 97 78 67 3913 5827 900 4556 7150 9973 7608 5327 6751 7701 1917 5012 101 R3 45 71 R3 22 39 25 81 41 77 29 2 Ready e 100% - C W 2015 PM 4/3/2003 AuluSve O Busness 10. Swed Search Matt Metson View Heln Comments Share === General AutoSum- Normal 27 O 2. Wrap Test Merge & Carter - LA Cordeonel TN Formal.ingToll Rad Neutral 53 -% --> Good I. Date Format Sort & find a FM Sul Sensit Analyse Dula Analysis 5 Alignment Number Styles Cell Editing Sersity F F H 1 K M N P R S T u w w Y 7 AA 44 67 83 20 72 71 20 79 68 25 34 *** 33 90 78 Hame nsert Pagplayan Formulas Data Review 2 - X CLL Calin - 11-A in copy Puzle mat Painter Unde Cippocrd Font E139 ! XV fx 70 A B D 175 174 Misty Mountain Sales 5012 2294 176 175 Outpost 6640 4570 177 176 Dollar All 7879 3010 170 177 Clinical Laboratory Standaru 7546 1223 170 178 AdultPaths.com 9627 3445 180 179 Ship Supply of Florida Inc. 4029 1353 181 180 M Hoffman Enterprises Inc 3058 2025 12 11 Worldscale Association 9070 7770 183 182 Dream Wevers Network 9401 7552 184 183 Mr. Trademark Inc 3754 4251 185 184 Jetterson Financial 3730 5878 186 183 PIP Sales 7900 G278 107 186 Wylon C. Jacobs Supply 2011 4h28 188 187 Terry Smith 1554 2078 189 185 Smith Supply 3337 190 189 Complete Police Supply Limited 2342 5252 191 190 Design Build Concepts 8181 7472 1921 191 Bon Voyage Travel 8702 193 192 Diverse Technologies Corporation 9537 30147 194 199 Magic Dollar 3503 2386 195 184 Syracuse Costings Sales 8590 4174 196 195 eurmick Sales And Servi 6196 2012 107 196 Zacharya Sales & Services:ing 9167 1727 198 197 Marinette Co. Abstract & Land G257 199 195 Bekip Sales 4180 189 200 199 Mark's Sales 7135 6928 201 200 rete Reilly Consultants 4992 5412 202 203 204 205 206 207 200 200 210 211 97 27 11 94 93 24 21 84 11 -3 14 4 85 91 97 16 81 05 60 5390 91 55 94 57 24 14 34 G6 52 65 gi 99 45 73 85 39 35 3575 75 Data Ready Treaty Gead te e 10095 - C W 2015 PM 4/3/2003 AuluSve O Busness 10. Swed Search Matt Metson X Hame Insert Page layan Farms Data Review View Heln Comments Share - . 11 Calin => General AutoSum- Normal Rad 47 Puzle X CLL The Copy la Printer Cipcord 53 Merge & Carter - Corde ons on Formal.ingToll * Good Neutral I. Date Format -% --> Number Sorindo Fi Sul Sensit Ce Analyse Dula Analysis Unde Font 5 Alignment Styles Cell Editing Sesi E139 70 A D H . 1 1 M N R R S u w X Y 7 AA 2016 Profit 8108 9542 2125 5219 0150 5074 7211 Number Business 2 1 B Phillipe 2 Barr & Edwin Co 4 3 LACROSS Archery 3 4 Global Fiect Sales 0 ALLSTAIL ATHLETR SUPPLY 7 6 ELECTROPOWER UTILITY SALES 8 7 Bergner's y 8 BESLEY'S 10 9 Dave Ranney & Assoc 11 10 RDI Technologies 12 11 Hocky MIN HMC-Info. & Sales 13 12 Mid-South Sweeper Supply: Inc 14 13 Westlake Supply 14 Old Town Artisans Galleries 16 15 Client Services Guy 17 16 Bill Red 18 1/ Game Fair Lid 19 18 Air Supply Systems, Inc 20 19 The Webmaster 21 20 First Supply Groups Inc >> 21 Comly 22 Talcon; Inc 24 2: One Plus Two 25 24 FlowTech Supply 20 Erower Business Supply 27 26 King Plaza-Management 20 27 Sales Recruiting Specialist 29 23 ; Lenty Sales; Inc. 30 29 Vipbrasil 31 30 Empire State Sales in Data Ready To Action 2015 Profit 4436 1452 2554 4547 028 1313 6843 4250 4731 3003 2100 3114 4308 4550 5257 8973 7350 5905 3701 1180 6980 2117 1219 2017 3142 2533 7021 1654 7/13 624 F F Two Two Year Year Average change Number in daily of no. of Employd visits PS 37 100 82 21 6 41 40 56 85 -7 31 71 97 34 89 17 37 1 3 12 85 33 43 40 as 45 32 92 86 0 95 54 3R 20 25 73 95 4 GG - 9 91 14 44 a 75 62 3 21 83 14 57 25 9674 4931 1/2 8327 6516 2305 ARM 4747 2623 716 9406 1572 930 2414 110 5635 2651 3754 9522 1941 6059 1063 We 10095 - C W x 2015 PM 43/2022 AuluSve O Busness 10. Swed Search Matt Metson X Hame Insert Page layan Farms Data Review View Heln Comments Share === General AutoSum- Normal 47 2. Wrap Test Marge Cartier- LA Cordeonel TN Formal.ingToll Rad Neutral 53 -% --> Good I. Date Format Sort & find a Fi Sul Panalye Dula Sensit 5 Alignment Number Styles Cell Editing Analysis Sersky F F H 1 x M N P R S T u w w X Y 7 AA 57 91 31 25 26 65 65 -2 67 55 b7 71 50 94 49 14 20 87 - X CLL Calin - - 11-A in copy Puzle BI. Painter Unde Cippocrd Font E139 VIX 70 A A D 311 30 Empire State Sales 6244 1053 33 31 Sunday Sales 8R38 2851 33 32 Spa City Silver 5777 3058 33 Ops 4504 hos 35 34 WSA Sales Co. Inc 1990 6252 30 33 Sun State Sales 6541 5904 37 36 KWICK SUPPLYINC 4541 38 37 Power Solutions in 5653 5125 29 38 Reece & Nichols Wyandotte 9256 1158 40 3 Harmony Bell 5414 2792 41 40 Eagle Flight Safety Products 5505 4354 41 Team Vehicle Sales 3444 4977 13 42 Papays Clothing 3100 4115 44 43 Daniels & Fry Motor Company 5004 3286 45 14 Home Base Solutions 8229 9301 46 45 SAF systems 4800 4903 47 45 Robert Rytter Associates 8424 32.58 48 47 Arbor Consulting 6458 1039 49 48 DEANGELO MACHINERY SALES 6257 5524 50 49 DG Sales And Service 3844 7146 51 50 MOSS 6730 9194 52 51 Sonya C. Alwell 525 7147 53 52 Sentry Network Service, Inc. 3579 6245 SUMMIT FINANCIAL GROUP 1737 2498 55 54 Lenexs Office Supply 2007 4820 56 55 Cybenzone 6694 8272 56 Monarch Rep Sales Inc 8808 6310 50 57 Edurechamberland 2114 7116 50 58 EXCEL PRODUCTS 5239 7248 59 Samco Sales 6541 2353 61 50 Lajobi Sales Inc 4454 4956 61 ECS Anchor Supply 8655 3577 62 Tiger Sales 4278 7423 14 63 Auto Graphics Sales 9678 282) 65 64 Algin Technology LLC 4440 3301 63 Triple T Sales 3657 6882 57 66 Georges Miret Salon 000 1053 Data 95 65 wa 50 39 29 30 69 79 * 30 04 74 72 92 02 55 25 71 51 17 ** 57 25 M4 69 92 25 45 67 26 21 h 70 91 32 97 38 19 49 14 100 39 39 51 89 Ready TV Acre Gada e 10095 - C W 3154 PM 43/2022 AuluSve O Busness 10. Swed Search Matt Metson Hame Insert Page Ryan Farma Data Review View Heln Comments Share === General AutoSum- Normal 47 Wrap Test Marge Cartier- Rad Neutral 53 -% --> Cordeonel TN Formal.ingToll Good I. Date Format Sort & find a FM Sul Panalye Dula Sensit 5 Alignment Number Styles Cell Editing Analysis Sersity F F H 1 x M N P R S T u w w X Y 7 AA 35 65 57 93 11 10 23 16 85 72 94 35 69 55 55 77 ** G2 50 25 6 14 35 49 2 - X CLL Calin . 11 In Copy Puzle BIO mat Painter Unde Cippocrd Font E139 VIX 70 A A D 671 66 Georges Miret Salon 1906 1053 68 67 NICHOLSON, WILLIAM 2991 3746 08 Sears Grand 992 8233 70 69 Active Fitness And Aerobics 4100 9356 71 70 Crosstech 3527 9840 72 71 Druglaunch 8190 3836 73 72 Brian Sullivan Enterprises 950 1855 74 73 PC SALES 9258 6999 74 Starr Gennett Foundation 6122 9736 76 75 KC Sales 0134 9645 77 76 Maplashade Lane E 2595 952 78 77 Rod Dow 3126 5738 19 78 Cindustrial Sales 4301 9571 20 79 Southwest Distributing, Inc. 5513 7554 30 Robert M. Wells 1541 2515 82 31 United Sales & Servimine 1249 4223 83 B2 NO.Power Plant 6137 5846 84 83 BREWARES INC 9926 3651 84 Closeouts ALLIC 6720 8220 36 RS AGEE Sales, Inc. 62.53 8833 87 36 Jason Golden 5504 5858 87 Shepherd Sales 2178 6106 80 BS John Weigand 637 8755 90 59 Discount silks 7604 9624 91 90 Ban Ke Systems Inc. 5335 1975 92 91 Shamrock Computer 1124 7099 93 92 Margaret Lucas 4859 9723 94 93 Shuler Valve 7358 2085 05 94 RTG INDUSTRIAL SUPPLY, INC 1553 4900 90 95 American Supply Group 2185 8449 92 95 Mr. Spindle 20145 2017 Jones Services Supply Co. 6135 6843 38 Factory Direct Craft Supply 9943 1208 100 Metro Sandwiches & Salads 2206 5727 101 100 Global Industrial Sales 9143 5622 102 101 Fun Yards 5929 1321 103 102 Taylor Supply bis2 0040 Data 5 8 55 100 be 57 30 20 54 83 25 54 32 0 80 94 22 32 4 60 83 43 45 .9 95 40 95 -4 4 51 35 1 55 100 4 4 99 54 72 79 70 66 32 45 35 Ready TV Acre Geadla e 10095 - C W 3154 PM 43/2022 AutoSave Of A Aulu Busness 10. Swed Search Matt Metson View Heln Comments Share === General AutoSum- Normal 27 O 2. Wrap Test Marge Cartier- Rad Neutral 53 -% --> Cordeonel TN Formal.ingToll Good I. Date Format Sort & find a FM Sul Sensit Analyse Dula Analysis 5 Alignment Number Styles Cell Editing Sersity F F H 1 x M N P R S T u w w X Y 7 AA 15 72 6 8 30 63 77 39 22 3 42 81 7 71 100 25 80 w 65 52 23 95 -7 Hame nsert Pagplayan Farma Data Review - X CLL Calin - 11 in copy Puzle BI. a Painter Unde Cippocrd Font E139 V! XV fx 70 A D 103 102 Taylor Supply 2 6040 104 102 Facility Robotics Inc 2630 1651 105 104 Tele Sales Consultants: Inc 1309 8353 106 105 Hometown Paintball Supplying 4131 6513 107 105 Bales Hay Sales 5335 4943 108 107 Zero systems 1558 3446 109 105 A 9655 7449 110 109 Simcha Sales 4806 3536 1111 110 Pauls Motor Sales and Service 6187 9957 112 111 Drillers Supply 7354 1hss 113 112 Sharper Concepts; Inc 2728 1350 114 113 Pat Tomak 4912 1312 115 114 Mb Sales And Service 9471 2015 116 115 Howard Sales Cozine 1458 6143 117 110 SELECT SALES; INC. 3246 3345 110 117 Juhn Gesche 2052 5052 110 118 TOP SALES COMPANY, INC 8551 3427 120 119 On Angels Wings 2599 2740 121 120 Website Designs 2527 1907 122 121 Lone Pine Sales * 7937 5991 123 122 Associated Supply Co 9202 7112 124 123 John Cody 7230 4913 125 124 Barton Mattress Sales 6394 3312 126 123 Internet Now 3673 9370 1271 126 COFUSION Guru 6536 3512 128 127 Comet Website Consultants 2454 4501 129 125 MCMAHON, JOHN 4084 3773 130 129 Alan Warren 7510 5058 131 130 ROV Supply Co 2371 4610 1321 131 Wilrock Sales Corp G331 7557 133 132 Lowe Co Molion Inc. 25000 6516 134 133 Daloy Plastering 7675 5536 135 134 Walter Drake Inc 8011 2663 136 135 Philips Business Solutions 0417 2008 137 135 Back Karpinski Associates Inc 7190 8807 138 137 Jeff Munchick Sales 3499 3077 1391 138 GEO-THERMAL SALES INC 6720 7904 Data 14 82 89 24 63 6 82 25 94 23 0 50 93 92 71 70 0 25 61 19 63 5 25 83 4 39 B 49 16 R3 83 BS 77 75 WO 86 68 BS 41 23 20 Ready TV Acre Geadla | 100% - C W 2015 PM 43/2022 AutoSave Of A Aulu Busness 10. Swed Search Matt Metson Hame nsert Page layan Farma Data Review View Heln Comments Share 2 - - 11-AA Calin = E General AutoSum- Normal 27 O Wrap Test Merge & Cartier- Rad Neutral BI. + -% --> Cordeonel TN Formal.ingToll Good I. Date Format X CLL In Copy Parole 3r Printer Cippocrd VIX fx 70 Sort & find a FM Sul Sensit Analyse Dula Analysis Unde Font 5 Alignment Number Styles Cell Editing Sersity E139 F H 1 x M N P R S T u w w X Y 7 AA D 7904 5822 7440 99 81 w 6720 7084 8124 127 9050 G312 1350 2041 2329 91/6 9430 8048 3837 1123 1606 1836 072 8951 F 20 60 77 $4 91 3 -60 -50 30 95 97 61 65 50 30 52 -50 85 85 72 61 62 ace G3 35 87 G303 7251 4169 8001 DOS 6432 600 6050 5316 7391 140 141 142 143 144 145 146 147 140 140 150 151 152 153 154 155 156 1571 158 159 100 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 A A 138 GEO-THERMAL SALES, INC 139 Sprinkler Supply Company 140 Rol Tru Putting Greens 141 Energy Mul Systems 142 RD Sales 143 Tech Tran Corp. 144 Judy Rees 145 Janskates 146 Custom Filter Supply, Inc 147 Fiduciary Trust Co.Intl 148 The Office Supply Store, Inc. 149 Char Sakamoto Ishil Lum Ching 150 Otto Wolff U.S. Sales Corp 151 Bailey Slipper Shop 152 Megaldea: Inc 153 letnich Molur Sales 154 Aeropostale in 155 High Tides 156 Foley's Destment Store 157 Gornet Technologies 158 Brinton Vet Supply 159 The ones Shop 160 WOODSTOCK QUILT CO., INC 161 KWB SALES 162 Efficient Lighting Salesu. 163 Filene's 164 Gemini Technical Sales 165 Walter Log 165 Cloutier Property Management 167 ATMCO 165 Mark MARRON 169 Global Granite 170 NUHS 171 JTC Express Office Supply 172 Inductive Technologies, LLC 179 Florida Villa Vacations Inc 174 Moly Mountain Sales Data Tu Acre Gandia B 77 77 22 6 65 28 92 52 99 99 6954 9713 9937 2523 8427 4228 23 5 89 32 81 27 79 " 32 32 4930 499 1953 3857 5252 9608 9900 2740 7816 2742 2056 1176 9978 1554 GART 2327 BA 8684 2339 6204 9342 9430 2294 21 97 71 ** 75 97 78 67 3913 5827 900 4556 7150 9973 7608 5327 6751 7701 1917 5012 101 R3 45 71 R3 22 39 25 81 41 77 29 2 Ready e 100% - C W 2015 PM 4/3/2003 AuluSve O Busness 10. Swed Search Matt Metson View Heln Comments Share === General AutoSum- Normal 27 O 2. Wrap Test Merge & Carter - LA Cordeonel TN Formal.ingToll Rad Neutral 53 -% --> Good I. Date Format Sort & find a FM Sul Sensit Analyse Dula Analysis 5 Alignment Number Styles Cell Editing Sersity F F H 1 K M N P R S T u w w Y 7 AA 44 67 83 20 72 71 20 79 68 25 34 *** 33 90 78 Hame nsert Pagplayan Formulas Data Review 2 - X CLL Calin - 11-A in copy Puzle mat Painter Unde Cippocrd Font E139 ! XV fx 70 A B D 175 174 Misty Mountain Sales 5012 2294 176 175 Outpost 6640 4570 177 176 Dollar All 7879 3010 170 177 Clinical Laboratory Standaru 7546 1223 170 178 AdultPaths.com 9627 3445 180 179 Ship Supply of Florida Inc. 4029 1353 181 180 M Hoffman Enterprises Inc 3058 2025 12 11 Worldscale Association 9070 7770 183 182 Dream Wevers Network 9401 7552 184 183 Mr. Trademark Inc 3754 4251 185 184 Jetterson Financial 3730 5878 186 183 PIP Sales 7900 G278 107 186 Wylon C. Jacobs Supply 2011 4h28 188 187 Terry Smith 1554 2078 189 185 Smith Supply 3337 190 189 Complete Police Supply Limited 2342 5252 191 190 Design Build Concepts 8181 7472 1921 191 Bon Voyage Travel 8702 193 192 Diverse Technologies Corporation 9537 30147 194 199 Magic Dollar 3503 2386 195 184 Syracuse Costings Sales 8590 4174 196 195 eurmick Sales And Servi 6196 2012 107 196 Zacharya Sales & Services:ing 9167 1727 198 197 Marinette Co. Abstract & Land G257 199 195 Bekip Sales 4180 189 200 199 Mark's Sales 7135 6928 201 200 rete Reilly Consultants 4992 5412 202 203 204 205 206 207 200 200 210 211 97 27 11 94 93 24 21 84 11 -3 14 4 85 91 97 16 81 05 60 5390 91 55 94 57 24 14 34 G6 52 65 gi 99 45 73 85 39 35 3575 75 Data Ready Treaty Gead te e 10095 - C W 2015 PM 4/3/2003