Management science through spreadsheets
Data
| Destination | Pallets | Total Cases | Cases red | Cases white | Cases organic | Week of Order | Pallets (Bins) |
| Oakland CA | 48 | 5376 | 2648.00 | 2648.00 | 80 | 1 | 72 |
| Portland OR | 48 | 5376 | 2438.00 | 2438.00 | 500 | 1 | 48 |
| Portland OR | 48 | 5376 | 2438.00 | 2438.00 | 500 | 1 | 24 |
| Riverside CA | 48 | 5376 | 2673.00 | 2673.00 | 30 | 1 | 18 |
| Seattle WA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 1 | 12 |
| Seattle WA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 1 | 6 |
| Oakland CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 1 | 3 |
| Oakland CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 1 | 1 |
| Riverside CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 1 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 1 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 1 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 1 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 1 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 1 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 1 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 1 | |
| Oakland CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 1 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 1 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 1 | |
| Riverside CA | 22 | 2464 | 1202.00 | 1202.00 | 60 | 1 | |
| Seattle WA | 22 | 2464 | 1120.00 | 1120.00 | 224 | 1 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 1 | |
| Portland OR | 12 | 1344 | 422.00 | 422.00 | 500 | 1 | |
| Portland OR | 12 | 1344 | 616.00 | 616.00 | 112 | 1 | |
| Portland OR | 11 | 1232 | 560.00 | 560.00 | 112 | 1 | |
| Portland OR | 11 | 1232 | 560.00 | 560.00 | 112 | 1 | |
| Portland OR | 11 | 1232 | 491.00 | 491.00 | 250 | 1 | |
| Oakland CA | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Oakland CA | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Oakland CA | 3 | 336 | 118.00 | 118.00 | 100 | 1 | |
| Portland OR | 3 | 336 | 93.00 | 93.00 | 150 | 1 | |
| Portland OR | 3 | 336 | 168.00 | 168.00 | 0 | 1 | |
| Portland OR | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Portland OR | 3 | 336 | 118.00 | 118.00 | 100 | 1 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Seattle WA | 3 | 336 | 163.00 | 163.00 | 10 | 1 | |
| Seattle WA | 3 | 336 | 56.00 | 56.00 | 224 | 1 | |
| Seattle WA | 3 | 336 | 112.00 | 112.00 | 112 | 1 | |
| Seattle WA | 3 | 336 | 56.00 | 56.00 | 224 | 1 | |
| Oakland CA | 1 | 112 | 0.00 | 0.00 | 112 | 1 | |
| Portland OR | 1 | 112 | -69.00 | -69.00 | 250 | 1 | |
| Seattle WA | 1 | 112 | 53.00 | 53.00 | 6 | 1 | |
| Seattle WA | 1 | 112 | 6.00 | 6.00 | 100 | 1 | |
| Seattle WA | 1 | 112 | 51.00 | 51.00 | 10 | 1 | |
| Seattle WA | 1 | 112 | 0.00 | 0.00 | 112 | 1 | |
| Oakland CA | 48 | 5376 | 2588.00 | 2588.00 | 200 | 2 | |
| Oakland CA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 2 | |
| Oakland CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 2 | |
| Oakland CA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 2 | |
| Oakland CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 2 | |
| Portland OR | 48 | 5376 | 2338.00 | 2338.00 | 700 | 2 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 2 | |
| Seattle WA | 48 | 5376 | 2576.00 | 2576.00 | 224 | 2 | |
| Oakland CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 2 | |
| Riverside CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 2 | |
| Riverside CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 2 | |
| Oakland CA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 2 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 2 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 2 | |
| Oakland CA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 2 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Portland OR | 24 | 2688 | 1294.00 | 1294.00 | 100 | 2 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 2 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 2 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 2 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 2 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 2 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 2 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 2 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 2 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 2 | |
| Seattle WA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 2 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 2 | |
| Portland OR | 22 | 2464 | 1182.00 | 1182.00 | 100 | 2 | |
| Riverside CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 2 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 2 | |
| Riverside CA | 22 | 2464 | 1202.00 | 1202.00 | 60 | 2 | |
| Portland OR | 12 | 1344 | 622.00 | 622.00 | 100 | 2 | |
| Portland OR | 12 | 1344 | 616.00 | 616.00 | 112 | 2 | |
| Portland OR | 11 | 1232 | 491.00 | 491.00 | 250 | 2 | |
| Portland OR | 11 | 1232 | 601.00 | 601.00 | 30 | 2 | |
| Portland OR | 3 | 336 | 163.00 | 163.00 | 10 | 2 | |
| Portland OR | 3 | 336 | 43.00 | 43.00 | 250 | 2 | |
| Portland OR | 3 | 336 | 148.00 | 148.00 | 40 | 2 | |
| Portland OR | 3 | 336 | 43.00 | 43.00 | 250 | 2 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 2 | |
| Riverside CA | 3 | 336 | 153.00 | 153.00 | 30 | 2 | |
| Oakland CA | 1 | 112 | 26.00 | 26.00 | 60 | 2 | |
| Oakland CA | 1 | 112 | 16.00 | 16.00 | 80 | 2 | |
| Portland OR | 1 | 112 | 26.00 | 26.00 | 60 | 2 | |
| Portland OR | 1 | 112 | 51.00 | 51.00 | 10 | 2 | |
| Seattle WA | 1 | 112 | 26.00 | 26.00 | 60 | 2 | |
| Portland OR | 48 | 5376 | 2638.00 | 2638.00 | 100 | 3 | |
| Riverside CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 3 | |
| Riverside CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 3 | |
| Seattle WA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 3 | |
| Oakland CA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 3 | |
| Riverside CA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 3 | |
| Riverside CA | 24 | 2688 | 1314.00 | 1314.00 | 60 | 3 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 3 | |
| Riverside CA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 3 | |
| Portland OR | 12 | 1344 | 616.00 | 616.00 | 112 | 3 | |
| Portland OR | 12 | 1344 | 547.00 | 547.00 | 250 | 3 | |
| Portland OR | 12 | 1344 | 642.00 | 642.00 | 60 | 3 | |
| Portland OR | 12 | 1344 | 547.00 | 547.00 | 250 | 3 | |
| Riverside CA | 3 | 336 | 153.00 | 153.00 | 30 | 3 | |
| Riverside CA | 1 | 112 | 41.00 | 41.00 | 30 | 3 | |
| Riverside CA | 1 | 112 | 16.00 | 16.00 | 80 | 3 | |
| Portland OR | 72 | 8064 | 3732.00 | 3732.00 | 600 | 4 | |
| Riverside CA | 48 | 5376 | 2673.00 | 2673.00 | 30 | 4 | |
| Riverside CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 4 | |
| Riverside CA | 28 | 3136 | 1538.00 | 1538.00 | 60 | 4 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 4 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 4 | |
| Riverside CA | 24 | 2688 | 1314.00 | 1314.00 | 60 | 4 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 4 | |
| Oakland CA | 22 | 2464 | 1171.00 | 1171.00 | 122 | 4 | |
| Oakland CA | 20 | 2240 | 1090.00 | 1090.00 | 60 | 4 | |
| Portland OR | 12 | 1344 | 572.00 | 572.00 | 200 | 4 | |
| Portland OR | 12 | 1344 | 547.00 | 547.00 | 250 | 4 | |
| Seattle WA | 3 | 336 | 118.00 | 118.00 | 100 | 4 | |
| Portland OR | 1 | 112 | 6.00 | 6.00 | 100 | 4 | |
| Riverside CA | 1 | 112 | 51.00 | 51.00 | 10 | 4 | |
| Riverside CA | 1 | 112 | 0.00 | 0.00 | 112 | 4 | |
| Portland OR | 48 | 5376 | 2638.00 | 2638.00 | 100 | 5 | |
| Oakland CA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 5 | |
| Riverside CA | 24 | 2688 | 1229.00 | 1229.00 | 230 | 5 | |
| Seattle WA | 1 | 112 | 31.00 | 31.00 | 50 | 5 | |
| Oakland CA | 48 | 5376 | 2538.00 | 2538.00 | 300 | 6 | |
| Seattle WA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 6 | |
| Riverside CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 6 | |
| Portland OR | 3 | 336 | 143.00 | 143.00 | 50 | 6 | |
| Seattle WA | 28 | 3136 | 1538.00 | 1538.00 | 60 | 7 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 7 | |
| Riverside CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 7 | |
| Portland OR | 12 | 1344 | 547.00 | 547.00 | 250 | 7 | |
| Riverside CA | 48 | 5376 | 2658.00 | 2658.00 | 60 | 7 | |
| Seattle WA | 48 | 5376 | 2576.00 | 2576.00 | 224 | 7 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 7 | |
| Oakland CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 7 | |
| Oakland CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 7 | |
| Riverside CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 7 | |
| Seattle WA | 28 | 3136 | 1456.00 | 1456.00 | 224 | 7 | |
| Seattle WA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 7 | |
| Oakland CA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 7 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 7 | |
| Oakland CA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 7 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 7 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 8 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 8 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Portland OR | 24 | 2688 | 1294.00 | 1294.00 | 100 | 8 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Riverside CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 8 | |
| Seattle WA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 8 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 8 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 8 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 9 | |
| Oakland CA | 22 | 2464 | 1125.00 | 1125.00 | 214 | 9 | |
| Portland OR | 22 | 2464 | 1182.00 | 1182.00 | 100 | 9 | |
| Seattle WA | 22 | 2464 | 1197.00 | 1197.00 | 70 | 9 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 9 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 9 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 9 | |
| Portland OR | 12 | 1344 | 547.00 | 547.00 | 250 | 9 | |
| Oakland CA | 3 | 336 | 112.00 | 112.00 | 112 | 9 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 9 | |
| Oakland CA | 1 | 112 | 16.00 | 16.00 | 80 | 9 | |
| Oakland CA | 1 | 112 | 16.00 | 16.00 | 80 | 9 | |
| Portland OR | 1 | 112 | 26.00 | 26.00 | 60 | 9 | |
| Portland OR | 1 | 112 | 0.00 | 0.00 | 112 | 9 | |
| Portland OR | 1 | 112 | 0.00 | 0.00 | 112 | 9 | |
| Riverside CA | 1 | 112 | 36.00 | 36.00 | 40 | 9 | |
| Riverside CA | 48 | 5376 | 2488.00 | 2488.00 | 400 | 9 | |
| Portland OR | 24 | 2688 | 1319.00 | 1319.00 | 50 | 9 | |
| Seattle WA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 9 | |
| Oakland CA | 3 | 336 | 118.00 | 118.00 | 100 | 9 | |
| Portland OR | 28 | 3136 | 1512.00 | 1512.00 | 112 | 10 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 10 | |
| Riverside CA | 24 | 2688 | 1194.00 | 1194.00 | 300 | 10 | |
| Seattle WA | 1 | 112 | 36.00 | 36.00 | 40 | 10 | |
| Oakland CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 11 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 11 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 11 | |
| Portland OR | 3 | 336 | 138.00 | 138.00 | 60 | 11 | |
| Oakland CA | 28 | 3136 | 1563.00 | 1563.00 | 10 | 12 | |
| Riverside CA | 24 | 2688 | 1344.00 | 1344.00 | 0 | 12 | |
| Seattle WA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 12 | |
| Portland OR | 1 | 112 | 0.00 | 0.00 | 112 | 12 | |
| Riverside CA | 48 | 5376 | 2563.00 | 2563.00 | 250 | 13 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 13 | |
| Portland OR | 12 | 1344 | 616.00 | 616.00 | 112 | 13 | |
| Oakland CA | 3 | 336 | 118.00 | 118.00 | 100 | 13 | |
| Oakland CA | 48 | 5376 | 2576.00 | 2576.00 | 224 | 14 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 14 | |
| Riverside CA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 14 | |
| Portland OR | 3 | 336 | 153.00 | 153.00 | 30 | 14 | |
| Seattle WA | 28 | 3136 | 1548.00 | 1548.00 | 40 | 15 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 15 | |
| Portland OR | 24 | 2688 | 1144.00 | 1144.00 | 400 | 15 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 15 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 16 | |
| Portland OR | 12 | 1344 | 642.00 | 642.00 | 60 | 16 | |
| Seattle WA | 3 | 336 | 112.00 | 112.00 | 112 | 16 | |
| Riverside CA | 1 | 112 | 26.00 | 26.00 | 60 | 16 | |
| Portland OR | 28 | 3136 | 1512.00 | 1512.00 | 112 | 17 | |
| Oakland CA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 17 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 17 | |
| Seattle WA | 1 | 112 | 31.00 | 31.00 | 50 | 17 | |
| Oakland CA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 18 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 18 | |
| Riverside CA | 22 | 2464 | 1107.00 | 1107.00 | 250 | 18 | |
| Portland OR | 3 | 336 | 112.00 | 112.00 | 112 | 18 | |
| Portland OR | 72 | 8064 | 3532.00 | 3532.00 | 1000 | 19 | |
| Seattle WA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 19 | |
| Oakland CA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 19 | |
| Riverside CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 19 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 20 | |
| Seattle WA | 22 | 2464 | 1212.00 | 1212.00 | 40 | 20 | |
| Portland OR | 1 | 112 | 0.00 | 0.00 | 112 | 20 | |
| Riverside CA | 1 | 112 | 0.00 | 0.00 | 112 | 20 | |
| Riverside CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 21 | |
| Portland OR | 24 | 2688 | 1314.00 | 1314.00 | 60 | 21 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 21 | |
| Oakland CA | 3 | 336 | 112.00 | 112.00 | 112 | 21 | |
| Oakland CA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 22 | |
| Riverside CA | 24 | 2688 | 1344.00 | 1344.00 | 0 | 22 | |
| Seattle WA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 22 | |
| Portland OR | 3 | 336 | 112.00 | 112.00 | 112 | 22 | |
| Riverside CA | 48 | 5376 | 2563.00 | 2563.00 | 250 | 23 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 23 | |
| Oakland CA | 3 | 336 | 118.00 | 118.00 | 100 | 23 | |
| Portland OR | 3 | 336 | 112.00 | 112.00 | 112 | 23 | |
| Portland OR | 28 | 3136 | 1553.00 | 1553.00 | 30 | 24 | |
| Oakland CA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 24 | |
| Riverside CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 24 | |
| Seattle WA | 1 | 112 | 16.00 | 16.00 | 80 | 24 | |
| Oakland CA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 25 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 25 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 25 | |
| Portland OR | 3 | 336 | 43.00 | 43.00 | 250 | 25 | |
| Oakland CA | 28 | 3136 | 1528.00 | 1528.00 | 80 | 26 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 26 | |
| Seattle WA | 22 | 2464 | 1120.00 | 1120.00 | 224 | 26 | |
| Portland OR | 1 | 112 | 6.00 | 6.00 | 100 | 26 | |
| Riverside CA | 48 | 5376 | 2673.00 | 2673.00 | 30 | 27 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 27 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 27 | |
| Oakland CA | 3 | 336 | 112.00 | 112.00 | 112 | 27 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 28 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 28 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 28 | |
| Seattle WA | 1 | 112 | 0.00 | 0.00 | 112 | 28 | |
| Seattle WA | 48 | 5376 | 2683.00 | 2683.00 | 10 | 29 | |
| Portland OR | 22 | 2464 | 1232.00 | 1232.00 | 0 | 29 | |
| Riverside CA | 22 | 2464 | 1202.00 | 1202.00 | 60 | 29 | |
| Oakland CA | 1 | 112 | 0.00 | 0.00 | 112 | 29 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 30 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 30 | |
| Portland OR | 3 | 336 | 43.00 | 43.00 | 250 | 30 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 30 | |
| Oakland CA | 28 | 3136 | 1528.00 | 1528.00 | 80 | 31 | |
| Portland OR | 24 | 2688 | 1294.00 | 1294.00 | 100 | 31 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 31 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 31 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 32 | |
| Riverside CA | 28 | 3136 | 1553.00 | 1553.00 | 30 | 32 | |
| Portland OR | 22 | 2464 | 1176.00 | 1176.00 | 112 | 32 | |
| Oakland CA | 1 | 112 | 0.00 | 0.00 | 112 | 32 | |
| Oakland CA | 24 | 2688 | 1324.00 | 1324.00 | 40 | 33 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 33 | |
| Portland OR | 3 | 336 | 112.00 | 112.00 | 112 | 33 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 33 | |
| Oakland CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 34 | |
| Riverside CA | 24 | 2688 | 1314.00 | 1314.00 | 60 | 34 | |
| Seattle WA | 22 | 2464 | 1227.00 | 1227.00 | 10 | 34 | |
| Portland OR | 1 | 112 | 56.00 | 56.00 | 0 | 34 | |
| Portland OR | 48 | 5376 | 2563.00 | 2563.00 | 250 | 35 | |
| Oakland CA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 35 | |
| Seattle WA | 3 | 336 | 118.00 | 118.00 | 100 | 35 | |
| Riverside CA | 1 | 112 | 26.00 | 26.00 | 60 | 35 | |
| Oakland CA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 36 | |
| Portland OR | 24 | 2688 | 1294.00 | 1294.00 | 100 | 36 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 36 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 36 | |
| Portland OR | 72 | 8064 | 3532.00 | 3532.00 | 1000 | 37 | |
| Riverside CA | 28 | 3136 | 1553.00 | 1553.00 | 30 | 37 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 37 | |
| Seattle WA | 3 | 336 | 118.00 | 118.00 | 100 | 37 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 38 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 38 | |
| Riverside CA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 38 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 38 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 39 | |
| Riverside CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 39 | |
| Portland OR | 12 | 1344 | 657.00 | 657.00 | 30 | 39 | |
| Oakland CA | 1 | 112 | 13.00 | 13.00 | 86 | 39 | |
| Seattle WA | 28 | 3136 | 1548.00 | 1548.00 | 40 | 40 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 40 | |
| Portland OR | 12 | 1344 | 616.00 | 616.00 | 112 | 40 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 40 | |
| Portland OR | 72 | 8064 | 3732.00 | 3732.00 | 600 | 41 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 41 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 41 | |
| Riverside CA | 1 | 112 | 16.00 | 16.00 | 80 | 41 | |
| Oakland CA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 42 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 42 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 42 | |
| Riverside CA | 3 | 336 | 168.00 | 168.00 | 0 | 42 | |
| Oakland CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 43 | |
| Riverside CA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 43 | |
| Seattle WA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 43 | |
| Portland OR | 1 | 112 | 0.00 | 0.00 | 112 | 43 | |
| Portland OR | 72 | 8064 | 3832.00 | 3832.00 | 400 | 44 | |
| Riverside CA | 48 | 5376 | 2638.00 | 2638.00 | 100 | 44 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 44 | |
| Oakland CA | 3 | 336 | 56.00 | 56.00 | 224 | 44 | |
| Oakland CA | 48 | 5376 | 2576.00 | 2576.00 | 224 | 45 | |
| Portland OR | 48 | 5376 | 2632.00 | 2632.00 | 112 | 45 | |
| Seattle WA | 48 | 5376 | 2668.00 | 2668.00 | 40 | 45 | |
| Oakland CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 45 | |
| Oakland CA | 28 | 3136 | 1548.00 | 1548.00 | 40 | 45 | |
| Riverside CA | 28 | 3136 | 1512.00 | 1512.00 | 112 | 45 | |
| Seattle WA | 28 | 3136 | 1456.00 | 1456.00 | 224 | 45 | |
| Seattle WA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 45 | |
| Seattle WA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 45 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 45 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 45 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 45 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 45 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 45 | |
| Seattle WA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 45 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 45 | |
| Oakland CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 45 | |
| Portland OR | 22 | 2464 | 1176.00 | 1176.00 | 112 | 45 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 45 | |
| Oakland CA | 3 | 336 | 148.00 | 148.00 | 40 | 45 | |
| Oakland CA | 3 | 336 | 148.00 | 148.00 | 40 | 45 | |
| Portland OR | 3 | 336 | 153.00 | 153.00 | 30 | 45 | |
| Oakland CA | 1 | 112 | 0.00 | 0.00 | 112 | 45 | |
| Portland OR | 1 | 112 | 6.00 | 6.00 | 100 | 45 | |
| Portland OR | 1 | 112 | 56.00 | 56.00 | 0 | 45 | |
| Riverside CA | 1 | 112 | 41.00 | 41.00 | 30 | 45 | |
| Riverside CA | 1 | 112 | 0.00 | 0.00 | 112 | 45 | |
| Riverside CA | 1 | 112 | 0.00 | 0.00 | 112 | 45 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 46 | |
| Portland OR | 24 | 2688 | 1314.00 | 1314.00 | 60 | 46 | |
| Seattle WA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 46 | |
| Riverside CA | 3 | 336 | 112.00 | 112.00 | 112 | 46 | |
| Portland OR | 48 | 5376 | 2663.00 | 2663.00 | 50 | 47 | |
| Riverside CA | 48 | 5376 | 2688.00 | 2688.00 | 0 | 47 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 47 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 47 | |
| Seattle WA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 47 | |
| Seattle WA | 24 | 2688 | 1339.00 | 1339.00 | 10 | 47 | |
| Oakland CA | 3 | 336 | 163.00 | 163.00 | 10 | 47 | |
| Portland OR | 48 | 5376 | 2632.00 | 2632.00 | 112 | 48 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 48 | |
| Riverside CA | 24 | 2688 | 1219.00 | 1219.00 | 250 | 48 | |
| Seattle WA | 24 | 2688 | 1304.00 | 1304.00 | 80 | 48 | |
| Oakland CA | 48 | 5376 | 2576.00 | 2576.00 | 224 | 49 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 49 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 49 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 49 | |
| Riverside CA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 49 | |
| Portland OR | 3 | 336 | 153.00 | 153.00 | 30 | 49 | |
| Riverside CA | 3 | 336 | 138.00 | 138.00 | 60 | 49 | |
| Oakland CA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 50 | |
| Seattle WA | 28 | 3136 | 1518.00 | 1518.00 | 100 | 50 | |
| Oakland CA | 24 | 2688 | 1294.00 | 1294.00 | 100 | 50 | |
| Portland OR | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Riverside CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Seattle WA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 50 | |
| Oakland CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 50 | |
| Oakland CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 50 | |
| Oakland CA | 22 | 2464 | 1192.00 | 1192.00 | 80 | 50 | |
| Riverside CA | 22 | 2464 | 1176.00 | 1176.00 | 112 | 50 | |
| Seattle WA | 22 | 2464 | 1182.00 | 1182.00 | 100 | 50 | |
| Seattle WA | 22 | 2464 | 1120.00 | 1120.00 | 224 | 50 | |
| Seattle WA | 22 | 2464 | 1227.00 | 1227.00 | 10 | 50 | |
| Seattle WA | 3 | 336 | 112.00 | 112.00 | 112 | 50 | |
| Oakland CA | 1 | 112 | 36.00 | 36.00 | 40 | 50 | |
| Portland OR | 1 | 112 | 31.00 | 31.00 | 50 | 50 | |
| Riverside CA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 51 | |
| Portland OR | 24 | 2688 | 1294.00 | 1294.00 | 100 | 51 | |
| Seattle WA | 24 | 2688 | 1232.00 | 1232.00 | 224 | 51 | |
| Oakland CA | 3 | 336 | 128.00 | 128.00 | 80 | 51 | |
| Portland OR | 72 | 8064 | 3582.00 | 3582.00 | 900 | 52 | |
| Seattle WA | 48 | 5376 | 2632.00 | 2632.00 | 112 | 52 | |
| Oakland CA | 24 | 2688 | 1288.00 | 1288.00 | 112 | 52 | |
| Riverside CA | 24 | 2688 | 1329.00 | 1329.00 | 30 | 52 | |
| 8728 | 988288 | ||||||
Costs&Distances
| Destination | Miles | Truck Cost per mile | Fronthaul cost | % Deadhead return | Return to Lodi costs | Total FTL Shipping cost | Cost per pallet in a FTL | Cost per bottle in a FTL | RT time/days |
| Riverside CA | 410 | $2.15 | $881.50 | 50% | $440.75 | $1,322.25 | $55.09 | $0.08 | 1.6 |
| Oakland CA | 80 | $3.00 | $240.00 | 100% | $240.00 | $480.00 | $20.00 | $0.03 | 0.3 |
| Portland OR | 620 | $2.15 | $1,333.00 | 30% | $399.90 | $1,732.90 | $72.20 | $0.11 | 2.5 |
| Seattle WA | 800 | $2.15 | $1,720.00 | 30% | $516.00 | $2,236.00 | $93.17 | $0.14 | 3.2 |
| 1 pallets = 112 cases | |||||||||
| FTL = 24 pallets | |||||||||
| 1 Case = 6 bottles | |||||||||
| Destination | Cost to ship one pallet | Cost per bottle | |||||||
| Riverside CA | $500.00 | $0.74 | |||||||
| Oakland CA | $200.00 | $0.30 | |||||||
| Portland OR | $600.00 | $0.89 | |||||||
| Seattle WA | $800.00 | $1.19 | |||||||
| bottle Red | bottle White | bottle Organic | case Red | case White | case Organic | ||||
| Whole sale price | $7.50 | $8.00 | $12.00 | $45.00 | $48.00 | $72.00 | |||
| Product cost | $2.40 | $3.40 | $6.30 | $14.40 | $20.40 | $37.80 | |||
| State taxes | Based on Profit | ||||||||
| CA | 8.8% | ||||||||
| OR | 6.6% | ||||||||
M1 A-E
| Milestone 1 | ||
| A: Drawing upon the data in the data tab, create a pivot table and a pie chart that shows the total percentage of wine bought by each distributor. The pivot table and pie chart will populate on a new tab; name this tab M1A. | ||
| State the rationale you used to create the table and pie chart | ||
| Hint: | ||
| Create a pivot table using the data spreadsheet as its basis | ||
| Make sure you select the select the Pivot table field list options | ||
| B: Using a pivot table show wine distribution by variety and distributor and provide a bar chart. The pivot table will populate in a new tab; name this tab M1B | ||
| State the rationale you used | ||
| C: Create a new tab named M1C. Create a table and bar chart to show revenue by distributor and wine variety | ||
| State the rationale you used | ||
| Hints: | ||
| We are looking at revenue generated and not profit in this problem | ||
| Production cost data is provided in the Data tab | ||
| Make sure you don't mix your units of measurement (pallets, or cases, or bottles) | ||
| D: Show Central Tendency of the shipments to each distributor (use the IF Function to select the data to be used) show in a table | ||
| State the rationale you used | ||
| Hint: Do not use a pivot table or manually identify each cell to be evaluated | ||
| Mean pallet shipment | Median pallet shipment | Mode pallet shipment |
| Oakland CA | ||
| Portland OR | ||
| Riverside CA | ||
| Seattle WA | ||
| E: Analyze frequency of size of shipment sizes using a histogram with the following Bin sizes (number of pallets). The histogram will generate on a new tab; name this tab M1E | ||
| Pallets | ||
| 72 | ||
| 48 | ||
| 24 | ||
| 18 | ||
| 12 | ||
| 6 | ||
| 3 | ||
| 1 | ||
| In your response, be sure to use the histogram located in the data analysis tool pack add on. | ||
| State the rationale you used | ||
| F: Create shipment histograms for Portland and Riverside using the same Bin sizes (as used in E). The histogram will generate on a new tab; name this tab M1E | ||
| State the rationale you used | ||
| Hint | ||
| Use alphabetical sort for destination column select Data Analysis to plot the frequency of pallets shipments using the bin sizes listed for the two destinations separately | ||
| G. Provide a summary statement below that describes the inefficiencies in the organizational sales analysis. In your response, explain why this information is important for influencing management decisions. | ||
M2 A-E
| Milestone 2 | ||||||||
| A: Create a spreadsheets that calculate the costs of shipping to Portland and Riverside by pallets based on the frequency distribution used in the Histograms used in Milestone 1 (Link the cost data to the data in the Costs&Distances tab). | ||||||||
| State the rationale you used | ||||||||
| Size of shipment in pallets | 1 | 3 | 6 | 12 | 18 | 24 | 48 | 72 |
| Tranport cost to Portland | ||||||||
| cost per pallet | ||||||||
| Frequency | ||||||||
| Cost of shipments | ||||||||
| Size of shipment in pallets | 1 | 3 | 6 | 12 | 18 | 24 | 48 | 72 |
| Tranport cost to Riverside | ||||||||
| cost per pallet | ||||||||
| Frequency | ||||||||
| Cost of shipments | ||||||||
| B: Create a table that calculates the production costs of the wines sold to Portand and Riverside. Hints: Link the cost data to the data in the Costs&Distances tab. Use a pivot table and some additional programing. | ||||||||
| State the rationale you used | ||||||||
| Red | White | Organic | Total | |||||
| Portland | ||||||||
| Riverside | ||||||||
| C: Create a table that calculates Gross Profit and Gross Profit as a percentage of revenue | ||||||||
| Gross Profit = Revenue (from Milestone One) minus Transport (from part A) & Production (from part B) from Portland and Riverside | ||||||||
| State the rationale you used | ||||||||
| Total revenue | Transport | Production | Gross profit | %GP/R | ||||
| Portland | ||||||||
| Riverside | ||||||||
| Gross Profit Total For Each Variety of Wine by DC | ||||||||
| DC | Wine Type | Revenue | Transport | COGS | Gross profit | %GP/R | ||
| Portland | Red | |||||||
| White | ||||||||
| Organic | ||||||||
| Gross Profit Total For Each Variety of Wine by DC | ||||||||
| DC | Wine Type | Revenue | Transport | COGS | Gross profit | %GP/R | ||
| Riverside | Red | |||||||
| White | ||||||||
| Organic | ||||||||
| D: Create a table that calculates Gross Profit (from part C) minus state taxes (from the Costs&Distances tab) | ||||||||
| State the rationale you used | ||||||||
| State tax rate | Gross Profit | State Tax | Profit After | |||||
| Portland | ||||||||
| Riverside | ||||||||
| E. Provide a summary statement that describes the inefficiencies in the organizational cost and profit analysis and explain why this information is important for influencing management decisions. | ||||||||
FS A-B
| III. Optimizing Performance | ||
| For the Lodi Winery, you have been asked by management to examine the data collected and analyzed in the previous modules. The objective is for you to help management decide on the right mix of wine bottles to sell based on newly derived profit information while considering the limitations of the particular types of grapes available for production. While doing more research on wine production, you realize that it takes 3.5 pounds of grapes to make a bottle of wine. In addition, you already were provided the price per bottle that the distributors are paying for each variety of wine: | ||
| Price for Red Wine ($) | Price for White Wine ($) | Price for Organic Wine ($) |
| 7.5 | 8 | 12 |
| After discussing wine production with the operations manager, you also learn that the wineries that supply the grapes to produce the above types of wine can produce up to a total of 200,000 pounds of grapes for a six-month supply of wine bottles for the three markets, with the following expected distribution based on types of grapes: | ||
| Red wine ceiling | 22,000 bottles | |
| White wine ceiling | 24,000 bottles | |
| Organic wine ceiling | 12,000 bottles | |
| Note that the production cost per bottle remains the same as before, that is, 32% of sales or revenue for red wine, 42.5% of sales for white wine, and 52.5% for organic wine. With additional information you have gathered, you are now ready to determine the optimum production mix to maximize profit. | ||