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data analytics Spreadsheets are useful for many other things besides financial tasks, such as progress reports and for keeping track of descriptive data. F

data analytics Spreadsheets are useful for many other things besides financial tasks, such as progress reports and for keeping track of descriptive data. F

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data analytics Spreadsheets are useful for many other things besides financial tasks, such as progress reports and for keeping track of descriptive data. For your final project and presentation in this course, you will create at least two tables and an accompanying graphic that will help you write functions and learn simple programming techniques using advanced Excel features. This assignment gives you the opportunity to demonstrate the knowledge you have gained by using real-world data and applying at least five features of Excel to your dataset.
Similar to the work you completed for your weekly assignments, you will need to locate real-world data. For this assignment, you will need to locate and utilize large datasets. Please find attachment of dataset I choose.  it shows The growth of supermarkets in most populated cities are increasing and market competitions are also high. The dataset is one of the historical sales of supermarket company which has recorded in 3 different branches for 3 months data. Predictive data analytics methods are easy to apply with this dataset
In an 8-10 page report:

Provide an introduction to your      overall project
Give a rationale and      explanation for the datasets you have chosen
Include at least two tables      demonstrating your data and analysis
Create at least one graphic to      visualize the data and your analysis
Explain how you have analyzed      the data using at least 5 Excel functions
Give a thorough analysis of the      data and it’s implications not only for the organization but also the      industry in which the organization operates.
Offer any closing thoughts      about the data and the overall project

Your report should be 8-10 pages, not including cover and reference pages. Provide at least 5 outside references and use APA format. Invoice ID Branch City Customer type Gender Product line Unit price Quantity Tax 5% Total Date Time Payment cogs gross margin percentage gross income Rating

750-67-8428 A Yangon Member Female Health and beauty 74.69 7 26.1415 548.9715 1/5/2019 13:08 Ewallet 522.83 4.761904762 26.1415 9.1

226-31-3081 C Naypyitaw Normal Female Electronic accessories 15.28 5 3.82 80.22 3/8/2019 10:29 Cash 76.4 4.761904762 3.82 9.6

631-41-3108 A Yangon Normal Male Home and lifestyle 46.33 7 16.2155 340.5255 3/3/2019 13:23 Credit card 324.31 4.761904762 16.2155 7.4

123-19-1176 A Yangon Member Male Health and beauty 58.22 8 23.288 489.048 1/27/2019 20:33 Ewallet 465.76 4.761904762 23.288 8.4

373-73-7910 A Yangon Normal Male Sports and travel 86.31 7 30.2085 634.3785 2/8/2019 10:37 Ewallet 604.17 4.761904762 30.2085 5.3

699-14-3026 C Naypyitaw Normal Male Electronic accessories 85.39 7 29.8865 627.6165 3/25/2019 18:30 Ewallet 597.73 4.761904762 29.8865 4.1

355-53-5943 A Yangon Member Female Electronic accessories 68.84 6 20.652 433.692 2/25/2019 14:36 Ewallet 413.04 4.761904762 20.652 5.8

315-22-5665 C Naypyitaw Normal Female Home and lifestyle 73.56 10 36.78 772.38 2/24/2019 11:38 Ewallet 735.6 4.761904762 36.78 8

665-32-9167 A Yangon Member Female Health and beauty 36.26 2 3.626 76.146 1/10/2019 17:15 Credit card 72.52 4.761904762 3.626 7.2

692-92-5582 B Mandalay Member Female Food and beverages 54.84 3 8.226 172.746 2/20/2019 13:27 Credit card 164.52 4.761904762 8.226 5.9

351-62-0822 B Mandalay Member Female Fashion accessories 14.48 4 2.896 60.816 2/6/2019 18:07 Ewallet 57.92 4.761904762 2.896 4.5

529-56-3974 B Mandalay Member Male Electronic accessories 25.51 4 5.102 107.142 3/9/2019 17:03 Cash 102.04 4.761904762 5.102 6.8

365-64-0515 A Yangon Normal Female Electronic accessories 46.95 5 11.7375 246.4875 2/12/2019 10:25 Ewallet 234.75 4.761904762 11.7375 7.1

252-56-2699 A Yangon Normal Male Food and beverages 43.19 10 21.595 453.495 2/7/2019 16:48 Ewallet 431.9 4.761904762 21.595 8.2

829-34-3910 A Yangon Normal Female Health and beauty 71.38 10 35.69 749.49 3/29/2019 19:21 Cash 713.8 4.761904762 35.69 5.7

299-46-1805 B Mandalay Member Female Sports and travel 93.72 6 28.116 590.436 1/15/2019 16:19 Cash 562.32 4.761904762 28.116 4.5

656-95-9349 A Yangon Member Female Health and beauty 68.93 7 24.1255 506.6355 3/11/2019 11:03 Credit card 482.51 4.761904762 24.1255 4.6

765-26-6951 A Yangon Normal Male Sports and travel 72.61 6 21.783 457.443 1/1/2019 10:39 Credit card 435.66 4.761904762 21.783 6.9

329-62-1586 A Yangon Normal Male Food and beverages 54.67 3 8.2005 172.2105 1/21/2019 18:00 Credit card 164.01 4.761904762 8.2005 8.6

319-50-3348 B Mandalay Normal Female Home and lifestyle 40.3 2 4.03 84.63 3/11/2019 15:30 Ewallet 80.6 4.761904762 4.03 4.4

300-71-4605 C Naypyitaw Member Male Electronic accessories 86.04 5 21.51 451.71 2/25/2019 11:24 Ewallet 430.2 4.761904762 21.51 4.8

371-85-5789 B Mandalay Normal Male Health and beauty 87.98 3 13.197 277.137 3/5/2019 10:40 Ewallet 263.94 4.761904762 13.197 5.1

273-16-6619 B Mandalay Normal Male Home and lifestyle 33.2 2 3.32 69.72 3/15/2019 12:20 Credit card 66.4 4.761904762 3.32 4.4

636-48-8204 A Yangon Normal Male Electronic accessories 34.56 5 8.64 181.44 2/17/2019 11:15 Ewallet 172.8 4.761904762 8.64 9.9

549-59-1358 A Yangon Member Male Sports and travel 88.63 3 13.2945 279.1845 3/2/2019 17:36 Ewallet 265.89 4.761904762 13.2945 6

227-03-5010 A Yangon Member Female Home and lifestyle 52.59 8 21.036 441.756 3/22/2019 19:20 Credit card 420.72 4.761904762 21.036 8.5

649-29-6775 B Mandalay Normal Male Fashion accessories 33.52 1 1.676 35.196 2/8/2019 15:31 Cash 33.52 4.761904762 1.676 6.7

189-17-4241 A Yangon Normal Female Fashion accessories 87.67 2 8.767 184.107 3/10/2019 12:17 Credit card 175.34 4.761904762 8.767 7.7

145-94-9061 B Mandalay Normal Female Food and beverages 88.36 5 22.09 463.89 1/25/2019 19:48 Cash 441.8 4.761904762 22.09 9.6

848-62-7243 A Yangon Normal Male Health and beauty 24.89 9 11.2005 235.2105 3/15/2019 15:36 Cash 224.01 4.761904762 11.2005 7.4

871-79-8483 B Mandalay Normal Male Fashion accessories 94.13 5 23.5325 494.1825 2/25/2019 19:39 Credit card 470.65 4.761904762 23.5325 4.8

149-71-6266 B Mandalay Member Male Sports and travel 78.07 9 35.1315 737.7615 1/28/2019 12:43 Cash 702.63 4.761904762 35.1315 4.5

640-49-2076 B Mandalay Normal Male Sports and travel 83.78 8 33.512 703.752 1/10/2019 14:49 Cash 670.24 4.761904762 33.512 5.1

595-11-5460 A Yangon Normal Male Health and beauty 96.58 2 9.658 202.818 3/15/2019 10:12 Credit card 193.16 4.761904762 9.658 5.1

183-56-6882 C Naypyitaw Member Female Food and beverages 99.42 4 19.884 417.564 2/6/2019 10:42 Ewallet 397.68 4.761904762 19.884 7.5

232-16-2483 C Naypyitaw Member Female Sports and travel 68.12 1 3.406 71.526 1/7/2019 12:28 Ewallet 68.12 4.761904762 3.406 6.8

129-29-8530 A Yangon Member Male Sports and travel 62.62 5 15.655 328.755 3/10/2019 19:15 Ewallet 313.1 4.761904762 15.655 7

272-65-1806 A Yangon Normal Female Electronic accessories 60.88 9 27.396 575.316 1/15/2019 17:17 Ewallet 547.92 4.761904762 27.396 4.7

333-73-7901 C Naypyitaw Normal Female Health and beauty 54.92 8 21.968 461.328 3/23/2019 13:24 Ewallet 439.36 4.761904762 21.968 7.6

777-82-7220 B Mandalay Member Male Home and lifestyle 30.12 8 12.048 253.008 3/3/2019 13:01 Cash 240.96 4.761904762 12.048 7.7

280-35-5823 B Mandalay Member Female Home and lifestyle 86.72 1 4.336 91.056 1/17/2019 18:45 Ewallet 86.72 4.761904762 4.336 7.9

554-53-8700 C Naypyitaw Member Male Home and lifestyle 56.11 2 5.611 117.831 2/2/2019 10:11 Cash 112.22 4.761904762 5.611 6.3

354-25-5821 B Mandalay Member Female Sports and travel 69.12 6 20.736 435.456 2/8/2019 13:03 Cash 414.72 4.761904762 20.736 5.6

228-96-1411 C Naypyitaw Member Female Food and beverages 98.7 8 39.48 829.08 3/4/2019 20:39 Cash 789.6 4.761904762 39.48 7.6

617-15-4209 C Naypyitaw Member Male Health and beauty 15.37 2 1.537 32.277 3/16/2019 19:47 Cash 30.74 4.761904762 1.537 7.2

132-32-9879 B Mandalay Member Female Electronic accessories 93.96 4 18.792 394.632 3/9/2019 18:00 Cash 375.84 4.761904762 18.792 9.5

370-41-7321 B Mandalay Member Male Health and beauty 56.69 9 25.5105 535.7205 2/27/2019 17:24 Credit card 510.21 4.761904762 25.5105 8.4

727-46-3608 B Mandalay Member Female Food and beverages 20.01 9 9.0045 189.0945 2/6/2019 15:47 Ewallet 180.09 4.761904762 9.0045 4.1

669-54-1719 B Mandalay Member Male Electronic accessories 18.93 6 5.679 119.259 2/10/2019 12:45 Credit card 113.58 4.761904762 5.679 8.1

574-22-5561 C Naypyitaw Member Female Fashion accessories 82.63 10 41.315 867.615 3/19/2019 17:08 Ewallet 826.3 4.761904762 41.315 7.9

326-78-5178 C Naypyitaw Member Male Food and beverages 91.4 7 31.99 671.79 2/3/2019 10:19 Cash 639.8 4.761904762 31.99 9.5

162-48-8011 A Yangon Member Female Food and beverages 44.59 5 11.1475 234.0975 2/10/2019 15:10 Cash 222.95 4.761904762 11.1475 8.5

616-24-2851 B Mandalay Member Female Fashion accessories 17.87 4 3.574 75.054 3/22/2019 14:42 Ewallet 71.48 4.761904762 3.574 6.5

778-71-5554 C Naypyitaw Member Male Fashion accessories 15.43 1 0.7715 16.2015 1/25/2019 15:46 Credit card 15.43 4.761904762 0.7715 6.1

242-55-6721 B Mandalay Normal Male Home and lifestyle 16.16 2 1.616 33.936 3/7/2019 11:49 Ewallet 32.32 4.761904762 1.616 6.5

399-46-5918 C Naypyitaw Normal Female Electronic accessories 85.98 8 34.392 722.232 2/28/2019 19:01 Cash 687.84 4.761904762 34.392 8.2

106-35-6779 A Yangon Member Male Home and lifestyle 44.34 2 4.434 93.114 3/27/2019 11:26 Cash 88.68 4.761904762 4.434 5.8

635-40-6220 A Yangon Normal Male Health and beauty 89.6 8 35.84 752.64 2/7/2019 11:28 Ewallet 716.8 4.761904762 35.84 6.6

817-48-8732 A Yangon Member Female Home and lifestyle 72.35 10 36.175 759.675 1/20/2019 15:55 Cash 723.5 4.761904762 36.175 5.4

120-06-4233 C Naypyitaw Normal Male Electronic accessories 30.61 6 9.183 192.843 3/12/2019 20:36 Cash 183.66 4.761904762 9.183 9.3

285-68-5083 C Naypyitaw Member Female Sports and travel 24.74 3 3.711 77.931 2/15/2019 17:47 Credit card 74.22 4.761904762 3.711 10

803-83-5989 C Naypyitaw Normal Male Home and lifestyle 55.73 6 16.719 351.099 2/24/2019 10:55 Ewallet 334.38 4.761904762 16.719 7

347-34-2234 B Mandalay Member Female Sports and travel 55.07 9 24.7815 520.4115 2/3/2019 13:40 Ewallet 495.63 4.761904762 24.7815 10

199-75-8169 A Yangon Member Male Sports and travel 15.81 10 7.905 166.005 3/6/2019 12:27 Credit card 158.1 4.761904762 7.905 8.6

853-23-2453 B Mandalay Member Male Health and beauty 75.74 4 15.148 318.108 2/14/2019 14:35 Cash 302.96 4.761904762 15.148 7.6

877-22-3308 A Yangon Member Male Health and beauty 15.87 10 7.935 166.635 3/13/2019 16:40 Cash 158.7 4.761904762 7.935 5.8

838-78-4295 C Naypyitaw Normal Female Health and beauty 33.47 2 3.347 70.287 2/10/2019 15:43 Ewallet 66.94 4.761904762 3.347 6.7

109-28-2512 B Mandalay Member Female Fashion accessories 97.61 6 29.283 614.943 1/7/2019 15:01 Ewallet 585.66 4.761904762 29.283 9.9

232-11-3025 A Yangon Normal Male Sports and travel 78.77 10 39.385 827.085 1/24/2019 10:04 Cash 787.7 4.761904762 39.385 6.4

382-03-4532 A Yangon Member Female Health and beauty 18.33 1 0.9165 19.2465 2/2/2019 18:50 Cash 18.33 4.761904762 0.9165 4.3

393-65-2792 C Naypyitaw Normal Male Food and beverages 89.48 10 44.74 939.54 1/6/2019 12:46 Credit card 894.8 4.761904762 44.74 9.6

796-12-2025 C Naypyitaw Normal Male Fashion accessories 62.12 10 31.06 652.26 2/11/2019 16:19 Cash 621.2 4.761904762 31.06 5.9

510-95-6347 B Mandalay Member Female Food and beverages 48.52 3 7.278 152.838 3/5/2019 18:17 Ewallet 145.56 4.761904762 7.278 4

841-35-6630 C Naypyitaw Normal Female Electronic accessories 75.91 6 22.773 478.233 3/9/2019 18:21 Cash 455.46 4.761904762 22.773 8.7

287-21-9091 A Yangon Normal Male Home and lifestyle 74.67 9 33.6015 705.6315 1/22/2019 10:55 Ewallet 672.03 4.761904762 33.6015 9.4

732-94-0499 C Naypyitaw Normal Female Electronic accessories 41.65 10 20.825 437.325 1/13/2019 17:04 Credit card 416.5 4.761904762 20.825 5.4

263-10-3913 C Naypyitaw Member Male Fashion accessories 49.04 9 22.068 463.428 1/9/2019 14:20 Credit card 441.36 4.761904762 22.068 8.6

381-20-0914 A Yangon Member Female Fashion accessories 20.01 9 9.0045 189.0945 1/12/2019 15:48 Credit card 180.09 4.761904762 9.0045 5.7

829-49-1914 C Naypyitaw Member Female Food and beverages 78.31 10 39.155 822.255 3/5/2019 16:24 Ewallet 783.1 4.761904762 39.155 6.6

756-01-7507 C Naypyitaw Normal Female Health and beauty 20.38 5 5.095 106.995 1/22/2019 18:56 Cash 101.9 4.761904762 5.095 6

870-72-4431 C Naypyitaw Normal Female Health and beauty 99.19 6 29.757 624.897 1/21/2019 14:42 Credit card 595.14 4.761904762 29.757 5.5

847-38-7188 B Mandalay Normal Female Food and beverages 96.68 3 14.502 304.542 1/26/2019 19:56 Ewallet 290.04 4.761904762 14.502 6.4

480-63-2856 C Naypyitaw Normal Male Food and beverages 19.25 8 7.7 161.7 1/23/2019 18:37 Ewallet 154 4.761904762 7.7 6.6

787-56-0757 C Naypyitaw Member Female Food and beverages 80.36 4 16.072 337.512 2/23/2019 18:45 Credit card 321.44 4.761904762 16.072 8.3

360-39-5055 C Naypyitaw Member Male Sports and travel 48.91 5 12.2275 256.7775 3/9/2019 10:17 Cash 244.55 4.761904762 12.2275 6.6

730-50-9884 C Naypyitaw Normal Female Sports and travel 83.06 7 29.071 610.491 3/5/2019 14:31 Ewallet 581.42 4.761904762 29.071 4

362-58-8315 C Naypyitaw Normal Male Fashion accessories 76.52 5 19.13 401.73 3/25/2019 10:23 Cash 382.6 4.761904762 19.13 9.9

633-44-8566 A Yangon Member Male Food and beverages 49.38 7 17.283 362.943 3/27/2019 20:35 Credit card 345.66 4.761904762 17.283 7.3

504-35-8843 A Yangon Normal Male Sports and travel 42.47 1 2.1235 44.5935 1/2/2019 16:57 Cash 42.47 4.761904762 2.1235 5.7

318-68-5053 B Mandalay Normal Female Health and beauty 76.99 6 23.097 485.037 2/27/2019 17:55 Cash 461.94 4.761904762 23.097 6.1

565-80-5980 C Naypyitaw Member Female Home and lifestyle 47.38 4 9.476 198.996 1/23/2019 10:25 Cash 189.52 4.761904762 9.476 7.1

225-32-0908 C Naypyitaw Normal Female Sports and travel 44.86 10 22.43 471.03 1/26/2019 19:54 Ewallet 448.6 4.761904762 22.43 8.2

873-51-0671 A Yangon Member Female Sports and travel 21.98 7 7.693 161.553 1/10/2019 16:42 Ewallet 153.86 4.761904762 7.693 5.1

152-08-9985 B Mandalay Member Male Health and beauty 64.36 9 28.962 608.202 3/12/2019 12:09 Credit card 579.24 4.761904762 28.962 8.6

512-91-0811 C Naypyitaw Normal Male Health and beauty 89.75 1 4.4875 94.2375 2/6/2019 20:05 Credit card 89.75 4.761904762 4.4875 6.6

594-34-4444 A Yangon Normal Male Electronic accessories 97.16 1 4.858 102.018 3/8/2019 20:38 Ewallet 97.16 4.761904762 4.858 7.2

766-85-7061 B Mandalay Normal Male Health and beauty 87.87 10 43.935 922.635 3/29/2019 10:25 Ewallet 878.7 4.761904762 43.935 5.1

871-39-9221 C Naypyitaw Normal Female Electronic accessories 12.45 6 3.735 78.435 2/9/2019 13:11 Cash 74.7 4.761904762 3.735 4.1

865-92-6136 A Yangon Normal Male Food and beverages 52.75 3 7.9125 166.1625 3/23/2019 10:16 Ewallet 158.25 4.761904762 7.9125 9.3

733-01-9107 B Mandalay Normal Male Home and lifestyle 82.7 6 24.81 521.01 3/5/2019 18:14 Cash 496.2 4.761904762 24.81 7.4

163-56-7055 C Naypyitaw Member Male Fashion accessories 48.71 1 2.4355 51.1455 3/26/2019 19:20 Cash 48.71 4.761904762 2.4355 4.1

189-98-2939 C Naypyitaw Normal Male Fashion accessories 78.55 9 35.3475 742.2975 3/1/2019 13:22 Cash 706.95 4.761904762 35.3475 7.2

551-21-3069 C Naypyitaw Normal Female Electronic accessories 23.07 9 10.3815 218.0115 2/1/2019 11:27 Cash 207.63 4.761904762 10.3815 4.9

212-62-1842 A Yangon Normal Male Food and beverages 58.26 6 17.478 367.038 3/28/2019 16:44 Cash 349.56 4.761904762 17.478 9.9

716-39-1409 B Mandalay Normal Male Health and beauty 30.35 7 10.6225 223.0725 3/19/2019 18:19 Cash 212.45 4.761904762 10.6225 8

704-48-3927 A Yangon Member Male Electronic accessories 88.67 10 44.335 931.035 1/12/2019 14:50 Ewallet 886.7 4.761904762 44.335 7.3

628-34-3388 C Naypyitaw Normal Male Fashion accessories 27.38 6 8.214 172.494 1/5/2019 20:54 Credit card 164.28 4.761904762 8.214 7.9

630-74-5166 A Yangon Normal Male Sports and travel 62.13 6 18.639 391.419 3/22/2019 20:19 Cash 372.78 4.761904762 18.639 7.4

588-01-7461 C Naypyitaw Normal Female Food and beverages 33.98 9 15.291 321.111 3/24/2019 10:43 Cash 305.82 4.761904762 15.291 4.2

861-77-0145 C Naypyitaw Member Male Electronic accessories 81.97 10 40.985 860.685 3/3/2019 14:30 Cash 819.7 4.761904762 40.985 9.2

479-26-8945 B Mandalay Member Female Sports and travel 16.49 2 1.649 34.629 2/5/2019 11:32 Ewallet 32.98 4.761904762 1.649 4.6

210-67-5886 C Naypyitaw Member Female Health and beauty 98.21 3 14.7315 309.3615 2/5/2019 10:41 Credit card 294.63 4.761904762 14.7315 7.8

227-78-1148 B Mandalay Normal Female Fashion accessories 72.84 7 25.494 535.374 2/15/2019 12:44 Cash 509.88 4.761904762 25.494 8.4

645-44-1170 A Yangon Member Male Home and lifestyle 58.07 9 26.1315 548.7615 1/19/2019 20:07 Ewallet 522.63 4.761904762 26.1315 4.3

237-01-6122 C Naypyitaw Member Female Home and lifestyle 80.79 9 36.3555 763.4655 2/1/2019 20:31 Credit card 727.11 4.761904762 36.3555 9.5

225-98-1496 C Naypyitaw Normal Female Fashion accessories 27.02 3 4.053 85.113 3/2/2019 13:01 Credit card 81.06 4.761904762 4.053 7.1

291-32-1427 B Mandalay Member Male Fashion accessories 21.94 5 5.485 115.185 3/5/2019 12:29 Ewallet 109.7 4.761904762 5.485 5.3

659-65-8956 B Mandalay Member Male Fashion accessories 51.36 1 2.568 53.928 1/16/2019 15:26 Ewallet 51.36 4.761904762 2.568 5.2

642-32-2990 A Yangon Normal Female Food and beverages 10.96 10 5.48 115.08 2/2/2019 20:48 Ewallet 109.6 4.761904762 5.48 6

378-24-2715 B Mandalay Normal Male Home and lifestyle 53.44 2 5.344 112.224 1/20/2019 20:38 Ewallet 106.88 4.761904762 5.344 4.1

638-60-7125 A Yangon Normal Female Electronic accessories 99.56 8 39.824 836.304 2/14/2019 17:03 Credit card 796.48 4.761904762 39.824 5.2

659-36-1684 C Naypyitaw Member Male Sports and travel 57.12 7 19.992 419.832 1/12/2019 12:02 Credit card 399.84 4.761904762 19.992 6.5

219-22-9386 B Mandalay Member Male Sports and travel 99.96 9 44.982 944.622 3/9/2019 17:26 Credit card 899.64 4.761904762 44.982 4.2

336-78-2147 C Naypyitaw Member Male Home and lifestyle 63.91 8 25.564 536.844 3/13/2019 19:52 Credit card 511.28 4.761904762 25.564 4.6

268-27-6179 B Mandalay Member Female Fashion accessories 56.47 8 22.588 474.348 3/9/2019 14:57 Ewallet 451.76 4.761904762 22.588 7.3

668-90-8900 A Yangon Normal Female Home and lifestyle 93.69 7 32.7915 688.6215 3/10/2019 18:44 Credit card 655.83 4.761904762 32.7915 4.5

870-54-3162 A Yangon Normal Female Sports and travel 32.25 5 8.0625 169.3125 1/27/2019 13:26 Cash 161.25 4.761904762 8.0625 9

189-08-9157 C Naypyitaw Normal Female Fashion accessories 31.73 9 14.2785 299.8485 1/8/2019 16:17 Credit card 285.57 4.761904762 14.2785 5.9

663-86-9076 C Naypyitaw Member Female Food and beverages 68.54 8 27.416 575.736 1/8/2019 15:57 Ewallet 548.32 4.761904762 27.416 8.5

549-84-7482 B Mandalay Normal Female Sports and travel 90.28 9 40.626 853.146 2/8/2019 11:15 Ewallet 812.52 4.761904762 40.626 7.2

191-10-6171 B Mandalay Normal Female Fashion accessories 39.62 7 13.867 291.207 1/25/2019 13:18 Cash 277.34 4.761904762 13.867 7.5

802-70-5316 A Yangon Member Female Sports and travel 92.13 6 27.639 580.419 3/6/2019 20:34 Cash 552.78 4.761904762 27.639 8.3

695-51-0018 B Mandalay Normal Female Sports and travel 34.84 4 6.968 146.328 2/10/2019 18:36 Cash 139.36 4.761904762 6.968 7.4

590-83-4591 B Mandalay Member Male Electronic accessories 87.45 6 26.235 550.935 2/17/2019 14:40 Credit card 524.7 4.761904762 26.235 8.8

483-71-1164 C Naypyitaw Normal Female Health and beauty 81.3 6 24.39 512.19 3/8/2019 16:43 Ewallet 487.8 4.761904762 24.39 5.3

597-78-7908 C Naypyitaw Normal Male Fashion accessories 90.22 3 13.533 284.193 2/18/2019 19:39 Cash 270.66 4.761904762 13.533 6.2

700-81-1757 A Yangon Normal Female Electronic accessories 26.31 5 6.5775 138.1275 1/18/2019 20:59 Credit card 131.55 4.761904762 6.5775 8.8

354-39-5160 A Yangon Member Female Home and lifestyle 34.42 6 10.326 216.846 2/18/2019 15:39 Cash 206.52 4.761904762 10.326 9.8

241-72-9525 B Mandalay Normal Male Sports and travel 51.91 10 25.955 545.055 2/16/2019 12:21 Cash 519.1 4.761904762 25.955 8.2

575-30-8091 A Yangon Normal Male Sports and travel 72.5 8 29 609 3/16/2019 19:25 Ewallet 580 4.761904762 29 9.2

731-81-9469 C Naypyitaw Member Female Sports and travel 89.8 10 44.9 942.9 1/23/2019 13:00 Credit card 898 4.761904762 44.9 5.4

280-17-4359 C Naypyitaw Member Male Health and beauty 90.5 10 45.25 950.25 1/25/2019 13:48 Cash 905 4.761904762 45.25 8.1

338-65-2210 C Naypyitaw Member Female Health and beauty 68.6 10 34.3 720.3 2/5/2019 19:57 Cash 686 4.761904762 34.3 9.1

488-25-4221 C Naypyitaw Member Female Food and beverages 30.41 1 1.5205 31.9305 2/22/2019 10:36 Credit card 30.41 4.761904762 1.5205 8.4

239-10-7476 A Yangon Normal Female Home and lifestyle 77.95 6 23.385 491.085 1/21/2019 16:37 Ewallet 467.7 4.761904762 23.385 8

458-41-1477 C Naypyitaw Normal Female Health and beauty 46.26 6 13.878 291.438 3/8/2019 17:11 Credit card 277.56 4.761904762 13.878 9.5

685-64-1609 A Yangon Member Female Fashion accessories 30.14 10 15.07 316.47 2/10/2019 12:28 Ewallet 301.4 4.761904762 15.07 9.2

568-90-5112 C Naypyitaw Normal Male Health and beauty 66.14 4 13.228 277.788 3/19/2019 12:46 Credit card 264.56 4.761904762 13.228 5.6

262-47-2794 B Mandalay Member Male Home and lifestyle 71.86 8 28.744 603.624 3/6/2019 15:07 Credit card 574.88 4.761904762 28.744 6.2

238-49-0436 A Yangon Normal Male Health and beauty 32.46 8 12.984 272.664 3/27/2019 13:48 Credit card 259.68 4.761904762 12.984 4.9

608-96-3517 B Mandalay Member Female Fashion accessories 91.54 4 18.308 384.468 3/23/2019 19:20 Credit card 366.16 4.761904762 18.308 4.8

584-86-7256 C Naypyitaw Member Male Sports and travel 34.56 7 12.096 254.016 3/11/2019 16:07 Credit card 241.92 4.761904762 12.096 7.3

746-94-0204 A Yangon Normal Male Fashion accessories 83.24 9 37.458 786.618 1/29/2019 11:56 Credit card 749.16 4.761904762 37.458 7.4

214-17-6927 C Naypyitaw Normal Female Food and beverages 16.48 6 4.944 103.824 2/7/2019 18:23 Ewallet 98.88 4.761904762 4.944 9.9

400-89-4171 C Naypyitaw Normal Female Sports and travel 80.97 8 32.388 680.148 1/28/2019 13:05 Cash 647.76 4.761904762 32.388 9.3

782-95-9291 A Yangon Member Male Food and beverages 92.29 5 23.0725 484.5225 2/20/2019 15:55 Credit card 461.45 4.761904762 23.0725 9

279-74-2924 B Mandalay Member Male Electronic accessories 72.17 1 3.6085 75.7785 1/4/2019 19:40 Cash 72.17 4.761904762 3.6085 6.1

307-85-2293 B Mandalay Normal Male Home and lifestyle 50.28 5 12.57 263.97 3/7/2019 13:58 Ewallet 251.4 4.761904762 12.57 9.7

743-04-1105 B Mandalay Member Male Health and beauty 97.22 9 43.749 918.729 3/30/2019 14:43 Ewallet 874.98 4.761904762 43.749 6

423-57-2993 B Mandalay Normal Male Sports and travel 93.39 6 28.017 588.357 3/27/2019 19:18 Ewallet 560.34 4.761904762 28.017 10

894-41-5205 C Naypyitaw Normal Female Food and beverages 43.18 8 17.272 362.712 1/19/2019 19:39 Credit card 345.44 4.761904762 17.272 8.3

275-28-0149 A Yangon Normal Male Sports and travel 63.69 1 3.1845 66.8745 2/25/2019 16:21 Cash 63.69 4.761904762 3.1845 6

101-17-6199 A Yangon Normal Male Food and beverages 45.79 7 16.0265 336.5565 3/13/2019 19:44 Credit card 320.53 4.761904762 16.0265 7

423-80-0988 C Naypyitaw Normal Male Sports and travel 76.4 2 7.64 160.44 1/30/2019 19:42 Ewallet 152.8 4.761904762 7.64 6.5

548-46-9322 B Mandalay Normal Male Food and beverages 39.9 10 19.95 418.95 2/20/2019 15:24 Credit card 399 4.761904762 19.95 5.9

505-02-0892 B Mandalay Member Male Health and beauty 42.57 8 17.028 357.588 2/25/2019 14:12 Ewallet 340.56 4.761904762 17.028 5.6

234-65-2137 C Naypyitaw Normal Male Home and lifestyle 95.58 10 47.79 1003.59 1/16/2019 13:32 Cash 955.8 4.761904762 47.79 4.8

687-47-8271 A Yangon Normal Male Fashion accessories 98.98 10 49.49 1039.29 2/8/2019 16:20 Credit card 989.8 4.761904762 49.49 8.7

796-32-9050 A Yangon Normal Male Food and beverages 51.28 6 15.384 323.064 1/19/2019 16:31 Cash 307.68 4.761904762 15.384 6.5

105-31-1824 A Yangon Member Male Sports and travel 69.52 7 24.332 510.972 2/1/2019 15:10 Credit card 486.64 4.761904762 24.332 8.5

249-42-3782 A Yangon Normal Male Health and beauty 70.01 5 17.5025 367.5525 1/3/2019 11:36 Ewallet 350.05 4.761904762 17.5025 5.5

316-55-4634 B Mandalay Member Male Food and beverages 80.05 5 20.0125 420.2625 1/26/2019 12:45 Credit card 400.25 4.761904762 20.0125 9.4

733-33-4967 C Naypyitaw Normal Male Electronic accessories 20.85 8 8.34 175.14 3/3/2019 19:17 Cash 166.8 4.761904762 8.34 6.3

608-27-6295 B Mandalay Member Male Electronic accessories 52.89 6 15.867 333.207 1/19/2019 17:34 Credit card 317.34 4.761904762 15.867 9.8

414-12-7047 B Mandalay Normal Male Food and beverages 19.79 8 7.916 166.236 1/18/2019 12:04 Ewallet 158.32 4.761904762 7.916 8.7

827-26-2100 A Yangon Member Male Home and lifestyle 33.84 9 15.228 319.788 3/21/2019 16:21 Ewallet 304.56 4.761904762 15.228 8.8

175-54-2529 A Yangon Member Male Food and beverages 22.17 8 8.868 186.228 3/3/2019 17:01 Credit card 177.36 4.761904762 8.868 9.6

139-52-2867 C Naypyitaw Normal Female Fashion accessories 22.51 7 7.8785 165.4485 2/13/2019 10:50 Credit card 157.57 4.761904762 7.8785 4.8

407-63-8975 A Yangon Normal Male Food and beverages 73.88 6 22.164 465.444 3/23/2019 19:16 Ewallet 443.28 4.761904762 22.164 4.4

342-65-4817 C Naypyitaw Member Male Health and beauty 86.8 3 13.02 273.42 1/28/2019 16:47 Ewallet 260.4 4.761904762 13.02 9.9

130-98-8941 C Naypyitaw Normal Male Fashion accessories 64.26 7 22.491 472.311 2/9/2019 10:00 Cash 449.82 4.761904762 22.491 5.7

434-83-9547 C Naypyitaw Member Male Food and beverages 38.47 8 15.388 323.148 1/23/2019 11:51 Cash 307.76 4.761904762 15.388 7.7

851-28-6367 A Yangon Member Male Sports and travel 15.5 10 7.75 162.75 3/23/2019 10:55 Ewallet 155 4.761904762 7.75 8

824-88-3614 C Naypyitaw Normal Male Health and beauty 34.31 8 13.724 288.204 1/25/2019 15:00 Ewallet 274.48 4.761904762 13.724 5.7

586-25-0848 A Yangon Normal Female Sports and travel 12.34 7 4.319 90.699 3/4/2019 11:19 Credit card 86.38 4.761904762 4.319 6.7

895-66-0685 B Mandalay Member Male Food and beverages 18.08 3 2.712 56.952 3/5/2019 19:46 Ewallet 54.24 4.761904762 2.712 8

305-14-0245 B Mandalay Member Female Home and lifestyle 94.49 8 37.796 793.716 3/3/2019 19:00 Ewallet 755.92 4.761904762 37.796 7.5

732-04-5373 B Mandalay Member Male Home and lifestyle 46.47 4 9.294 195.174 2/8/2019 10:53 Cash 185.88 4.761904762 9.294 7

400-60-7251 A Yangon Normal Male Home and lifestyle 74.07 1 3.7035 77.7735 2/10/2019 12:50 Ewallet 74.07 4.761904762 3.7035 9.9

593-65-1552 C Naypyitaw Normal Female Home and lifestyle 69.81 4 13.962 293.202 1/28/2019 20:50 Credit card 279.24 4.761904762 13.962 5.9

284-34-9626 B Mandalay Normal Female Home and lifestyle 77.04 3 11.556 242.676 2/11/2019 10:39 Credit card 231.12 4.761904762 11.556 7.2

437-58-8131 B Mandalay Normal Female Fashion accessories 73.52 2 7.352 154.392 1/15/2019 13:41 Ewallet 147.04 4.761904762 7.352 4.6

286-43-6208 C Naypyitaw Normal Female Food and beverages 87.8 9 39.51 829.71 3/16/2019 19:08 Cash 790.2 4.761904762 39.51 9.2

641-43-2399 B Mandalay Normal Male Home and lifestyle 25.55 4 5.11 107.31 1/26/2019 20:23 Ewallet 102.2 4.761904762 5.11 5.7

831-07-6050 A Yangon Normal Male Electronic accessories 32.71 5 8.1775 171.7275 3/19/2019 11:30 Credit card 163.55 4.761904762 8.1775 9.9

556-86-3144 C Naypyitaw Member Female Fashion accessories 74.29 1 3.7145 78.0045 1/13/2019 19:30 Cash 74.29 4.761904762 3.7145 5

848-24-9445 C Naypyitaw Member Male Health and beauty 43.7 2 4.37 91.77 3/26/2019 18:03 Cash 87.4 4.761904762 4.37 4.9

856-22-8149 A Yangon Normal Female Home and lifestyle 25.29 1 1.2645 26.5545 3/23/2019 10:13 Ewallet 25.29 4.761904762 1.2645 6.1

699-01-4164 C Naypyitaw Normal Male Health and beauty 41.5 4 8.3 174.3 3/12/2019 19:58 Credit card 166 4.761904762 8.3 8.2

420-11-4919 C Naypyitaw Member Female Food and beverages 71.39 5 17.8475 374.7975 2/17/2019 19:57 Credit card 356.95 4.761904762 17.8475 5.5

606-80-4905 C Naypyitaw Member Female Sports and travel 19.15 6 5.745 120.645 1/29/2019 10:01 Credit card 114.9 4.761904762 5.745 6.8

542-41-0513 B Mandalay Member Female Electronic accessories 57.49 4 11.498 241.458 3/15/2019 11:57 Cash 229.96 4.761904762 11.498 6.6

426-39-2418 C Naypyitaw Normal Male Electronic accessories 61.41 7 21.4935 451.3635 1/14/2019 10:02 Cash 429.87 4.761904762 21.4935 9.8

875-46-5808 B Mandalay Member Male Health and beauty 25.9 10 12.95 271.95 2/6/2019 14:51 Ewallet 259 4.761904762 12.95 8.7

394-43-4238 B Mandalay Member Male Home and lifestyle 17.77 5 4.4425 93.2925 2/15/2019 12:42 Credit card 88.85 4.761904762 4.4425 5.4

749-24-1565 A Yangon Normal Female Health and beauty 23.03 9 10.3635 217.6335 1/3/2019 12:02 Ewallet 207.27 4.761904762 10.3635 7.9

672-51-8681 C Naypyitaw Member Female Electronic accessories 66.65 9 29.9925 629.8425 1/4/2019 18:19 Credit card 599.85 4.761904762 29.9925 9.7

263-87-5680 C Naypyitaw Member Female Home and lifestyle 28.53 10 14.265 299.565 3/18/2019 17:38 Ewallet 285.3 4.761904762 14.265 7.8

573-58-9734 B Mandalay Normal Female Fashion accessories 30.37 3 4.5555 95.6655 3/28/2019 13:41 Ewallet 91.11 4.761904762 4.5555 5.1

817-69-8206 B Mandalay Normal Female Electronic accessories 99.73 9 44.8785 942.4485 3/2/2019 19:42 Credit card 897.57 4.761904762 44.8785 6.5

888-02-0338 A Yangon Normal Male Electronic accessories 26.23 9 11.8035 247.8735 1/25/2019 20:24 Ewallet 236.07 4.761904762 11.8035 5.9

677-11-0152 C Naypyitaw Normal Female Food and beverages 93.26 9 41.967 881.307 1/16/2019 18:08 Cash 839.34 4.761904762 41.967 8.8

142-63-6033 B Mandalay Normal Male Home and lifestyle 92.36 5 23.09 484.89 3/20/2019 19:17 Ewallet 461.8 4.761904762 23.09 4.9

656-16-1063 B Mandalay Normal Male Sports and travel 46.42 3 6.963 146.223 1/4/2019 13:24 Credit card 139.26 4.761904762 6.963 4.4

891-58-8335 B Mandalay Member Female Sports and travel 29.61 7 10.3635 217.6335 3/11/2019 15:53 Cash 207.27 4.761904762 10.3635 6.5

802-43-8934 A Yangon Normal Male Home and lifestyle 18.28 1 0.914 19.194 3/22/2019 15:05 Credit card 18.28 4.761904762 0.914 8.3

560-30-5617 B Mandalay Normal Female Sports and travel 24.77 5 6.1925 130.0425 3/24/2019 18:27 Cash 123.85 4.761904762 6.1925 8.5

319-74-2561 A Yangon Member Female Electronic accessories 94.64 3 14.196 298.116 2/21/2019 16:55 Cash 283.92 4.761904762 14.196 5.5

549-03-9315 B Mandalay Normal Male Fashion accessories 94.87 8 37.948 796.908 2/12/2019 12:58 Ewallet 758.96 4.761904762 37.948 8.7

790-29-1172 B Mandalay Normal Female Food and beverages 57.34 3 8.601 180.621 3/10/2019 18:59 Credit card 172.02 4.761904762 8.601 7.9

239-36-3640 B Mandalay Normal Male Electronic accessories 45.35 6 13.605 285.705 1/31/2019 13:44 Ewallet 272.1 4.761904762 13.605 6.1

468-01-2051 B Mandalay Normal Male Food and beverages 62.08 7 21.728 456.288 3/6/2019 13:46 Ewallet 434.56 4.761904762 21.728 5.4

389-25-3394 C Naypyitaw Normal Male Electronic accessories 11.81 5 2.9525 62.0025 2/17/2019 18:06 Cash 59.05 4.761904762 2.9525 9.4

279-62-1445 C Naypyitaw Member Female Fashion accessories 12.54 1 0.627 13.167 2/21/2019 12:38 Cash 12.54 4.761904762 0.627 8.2

213-72-6612 A Yangon Normal Male Food and beverages 43.25 2 4.325 90.825 3/20/2019 15:56 Cash 86.5 4.761904762 4.325 6.2

746-68-6593 C

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