Strategic Supply Chain Management
Infographic + Dashboard Report
Assessment – Assessment has individual as well as group tasks. The Unit Learning Outcomes for this assessment are:
· Assess and communicate supply chain business strategies based on conceptual frameworks and case studies
· Analyse and evaluate business environments to prompt strategic supply chain decisions to assist an organisation’s performance
Assessment Brief:
Infographics: a visual representation of information or data, e.g. as a chart or diagram.
"a good infographic is worth a thousand words" (Oxford dictionary)
Dashboard: A dashboard is a way of displaying various types of visual data in one place. Usually, a dashboard is intended to convey different, but related information in an easy-to-digest form. (Tableau.com)
https:
www.tableau.com/learn/articles/dashboards/what-is#:~:text=Benefits-,Dashboard%20definition,easy%2Dto%2Ddigest%20form.
Tools: For this assignment, you can use the following tools for the dashboard:
· Microsoft Excel
· Power BI
· Or any other suitable tool
Based on the provided dataset in the Fresh Connection, answer the following questions in report format. Submit one Word document through Turnitin.
Task 1 – Read data (compulsory task)
You have to work individually for this task. Answer the following questions.
Question 1: What are the KPIs in your role? Explain. (2 marks)
Question 2: Identify and name chart types in your role in the Fresh Connection? (Please attach screenshot of each chart type) (2 marks)
Question 3: Can you link KPIs to necessary data and suggest chart types for better understanding (for the chart types that do not exist in the Fresh Connection dashboard)? Show your working in form of screenshots. (2.5 marks)
Question 4: What new infographic can you add to the existing dashboard in your role? Show infographics. (3.5 marks)
Task 2 – Analyse data (Marks: 30)
You have to work in your team to analyse the data for the following scenarios in the game. Answer what and why for each scenario. Support your answer linking with the dashboard. Create a dashboard to explain the situation in each scenario.
Scenario 1 – Message from the CEO (Bob McLaren): we throw away too many finished products. (10 marks)(NOT MY TASK)
Scenario 2 – Message from the CEO: our customers are screaming at us because we deliver too late (NOT MY TASK)
Scenario 3 – Message from the CEO: our capacity and demand does not seem to match. -MY TASK IS SCENARIO 3 (THIS ONE IS THE TASK).
Note: More marks will be given for better data representation.
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My Company Purchasing Operations Supply Chain
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Component
Component Round Delivery reliability (%) Rejection (%) Order lines previous round Purchase value previous round Transport costs previous round Demand per week (piece or liter) Purchase price Order size Stock (pieces or liters) Stock (weeks) Stock value Economic inventory (weeks) Obsoletes (%) Component availability (%) Bias Amount purchased previous round (piece or liters)
Pack 1 liter 0 92.3% 3.6% 5.7 110692 4552 132257 0.0310 619636 564440 4.3 17553 9 0.0% 99.5% 0.1% 3559348
Pack 1 liter 1 92.5% 3.6% 5.9 109803 4516 130823 0.0310 602490 548335 4.2 17053 9 0.0% 99.7% 0.1% 3530773
Pack 1 liter 2 92.5% 3.7% 5.8 110318 4537 131407 0.0310 608325 551677 4.2 17157 9 0.0% 99.5% 0.1% 3547317
Pack 1 liter 3 92.5% 3.7% 5.8 113592 4671 135536 0.0310 626379 563225 4.2 17516 9 0.0% 99.8% 0.1% 3652593
Pack 1 liter 4 92.7% 3.6% 5.9 113373 4662 135398 0.0310 622080 563675 4.2 17530 9 0.0% 99.8% 0.1% 3645575
Pack 1 liter 5 92.4% 3.7% 5.8 113030 4648 135281 0.0310 623284 652478 4.8 20291 10 0.0% 99.9% 0.1% 3634546
Pack 1 liter 6 92.4% 3.7% 5.8 113030 4648 135281 0.0310 623284 652478 4.8 20291 10 0.0% 99.9% 0.1% 3634546
Pack 1 liter 7 92.4% 3.7% 5.8 113030 4648 135281 0.0310 623284 652478 4.8 20291 10 0.0% 99.9% 0.1% 3634546
PET 0 84.1% 5.9% 5.9 307931 145393 204297 0.0546 951612 851667 4.2 46566 8 0.0% 99.5% -0.0% 5631948
PET 1 83.3% 5.7% 5.9 309154 145475 204378 0.0549 951369 822699 4.0 45172 8 0.0% 99.3% -0.0% 5630507
PET 2 84.0% 5.8% 6.0 310787 146246 205586 0.0549 947093 845714 4.1 46436 8 0.0% 99.3% -0.0% 5660153
PET 3 93.9% 3.9% 5.9 313423 146574 210426 0.0552 963241 897196 4.3 49570 8 0.0% 100.0% -0.0% 5672824
PET 4 93.9% 3.9% 5.9 313596 146644 210378 0.0552 968604 895394 4.2 49467 8 0.0% 100.0% -0.0% 5676308
PET 5 94.1% 4.1% 7.7 313146 146671 208786 0.0553 739013 572888 2.7 31695 7 0.0% 99.6% -0.0% 5660103
PET 6 94.1% 4.1% 7.7 313146 146671 208786 0.0553 739013 572888 2.7 31695 7 0.0% 99.6% -0.0% 5660103
PET 7 94.1% 4.1% 7.7 313146 146671 208786 0.0553 739013 572888 2.7 31695 7 0.0% 99.6% -0.0% 5660103
Orange 0 97.8% 1.0% 5.4 409042 35046 35360 0.4392 172581 160757 4.5 70610 11 0.0% 99.3% 0.0% 931265
Orange 1 98.0% 1.0% 5.4 404768 34529 35090 0.4412 170919 158495 4.5 69934 11 0.0% 99.0% 0.0% 917340
Orange 2 97.7% 1.0% 5.4 408225 34826 35261 0.4412 170535 159168 4.5 70232 11 0.0% 99.5% 0.0% 925173
Orange 3 97.8% 1.2% 5.4 420484 35843 36283 0.4412 177568 162138 4.5 71537 11 0.0% 99.0% 0.0% 953024
Orange 4 98.0% 1.1% 5.3 420480 35839 36253 0.4412 178533 161436 4.4 71227 11 0.0% 99.0% 0.0% 953024
Orange 5 97.3% 0.8% 7.0 418796 35912 36152 0.4414 135124 139987 3.9 61798 10 0.0% 98.9% 0.0% 948672
Orange 6 97.3% 0.8% 7.0 418796 35912 36152 0.4414 135124 139987 3.9 61798 10 0.0% 98.9% 0.0% 948672
Orange 7 97.3% 0.8% 7.0 418796 35912 36152 0.4414 135124 139987 3.9 61798 10 0.0% 98.9% 0.0% 948672
Mango 0 93.7% 0.5% 5.3 81658 3314 3165 0.9924 15497 14089 4.4 13983 8 0.0% 100.0% 0.0% 82276
Mango 1 93.8% 0.6% 5.4 81956 3336 3155 0.9926 15219 14280 4.5 14174 8 0.0% 100.0% 0.0% 82566
Mango 2 93.6% 0.5% 5.3 82090 3332 3173 0.9924 15495 14285 4.5 14177 8 0.0% 100.0% 0.0% 82711
Mango 3 93.7% 0.5% 5.5 84218 3416 3259 0.9924 15559 14752 4.5 14641 8 0.0% 100.0% 0.0% 84858
Mango 4 93.5% 0.5% 5.4 84208 3406 3259 0.9923 15811 14787 4.5 14674 8 0.0% 100.0% 0.0% 84858
Mango 5 93.6% 1.4% 5.4 84329 3416 3236 0.9924 15663 14406 4.5 14296 9 0.0% 99.9% 0.0% 84974
Mango 6 93.6% 1.4% 5.4 84329 3416 3236 0.9924 15663 14406 4.5 14296 9 0.0% 99.9% 0.0% 84974
Mango 7 93.6% 1.4% 5.4 84329 3416 3236 0.9924 15663 14406 4.5 14296 9 0.0% 99.9% 0.0% 84974
Vitamin C 0 81.5% 1.2% 4.7 2295 1592 184 0.4728 1032 769 4.2 364 18 0.0% 84.3% 0.2% 4852
Vitamin C 1 88.9% 0.0% 0.5 3044 779 182 0.1942 30000 17703 97.5 3440 138 226.4% 72.1% 0.2% 15666
Vitamin C 2 88.9% 0.0% 0.5 3044 779 183 0.1942 30000 17728 97.1 3444 138 224.4% 73.2% 0.2% 15666
Vitamin C 3 98.2% 0.0% 4.9 2375 1632 191 0.4801 1015 753 3.9 362 17 0.0% 98.5% 0.2% 4946
Vitamin C 4 98.2% 0.0% 4.8 2364 1624 191 0.4799 1016 749 3.9 360 17 0.0% 98.4% 0.2% 4925
Vitamin C 5 98.3% 2.9% 4.8 2471 1688 195 0.4739 1076 746 3.8 354 18 0.0% 93.8% 0.2% 5215
Vitamin C 6 98.3% 2.9% 4.8 2471 1688 195 0.4739 1076 746 3.8 354 18 0.0% 93.8% 0.2% 5215
Vitamin C 7 98.3% 2.9% 4.8 2471 1688 195 0.4739 1076 746 3.8 354 18 0.0% 93.8% 0.2% 5215
Supplie
Supplier Round Delivery reliability (%) Rejection (%) Deliveries previous round Order lines previous round Purchase value previous round Transport costs previous round
Mono Packaging Materials 0 92.3% 3.6% 5.7 5.7 110692 4552
Mono Packaging Materials 1 92.5% 3.6% 5.9 5.9 109803 4516
Mono Packaging Materials 2 92.5% 3.7% 5.8 5.8 110318 4537
Mono Packaging Materials 3 92.5% 3.7% 5.8 5.8 113592 4671
Mono Packaging Materials 4 92.7% 3.6% 5.9 5.9 113373 4662
Mono Packaging Materials 5 92.4% 3.7% 5.8 5.8 113030 4648
Mono Packaging Materials 6 92.4% 3.7% 5.8 5.8 113030 4648
Mono Packaging Materials 7 92.4% 3.7% 5.8 5.8 113030 4648
Trio PET PLC 0 84.1% 5.9% 5.9 5.9 307931 145393
Trio PET PLC 1 83.3% 5.7% 5.9 5.9 309154 145475
Trio PET PLC 2 84.0% 5.8% 6.0 6.0 310787 146246
Trio PET PLC 3 93.9% 3.9% 5.9 5.9 313423 146574
Trio PET PLC 4 93.9% 3.9% 5.9 5.9 313596 146644
Trio PET PLC 5 94.1% 4.1% 7.7 7.7 313146 146671
Trio PET PLC 6 94.1% 4.1% 7.7 7.7 313146 146671
Trio PET PLC 7 94.1% 4.1% 7.7 7.7 313146 146671
Seitan Vitamins 0 81.5% 1.2% 4.7 4.7 2295 1592
Seitan Vitamins 1 88.9% 0.0% 0.5 0.5 3044 779
Seitan Vitamins 2 88.9% 0.0% 0.5 0.5 3044 779
Seitan Vitamins 3 98.2% 0.0% 4.9 4.9 2375 1632
Seitan Vitamins 4 98.2% 0.0% 4.8 4.8 2364 1624
Seitan Vitamins 5 98.3% 2.9% 4.8 4.8 2471 1688
Seitan Vitamins 6 98.3% 2.9% 4.8 4.8 2471 1688
Seitan Vitamins 7 98.3% 2.9% 4.8 4.8 2471 1688
NO8DO Mango 0 93.7% 0.5% 5.3 5.3 81658 3314
NO8DO Mango 1 93.8% 0.6% 5.4 5.4 81956 3336
NO8DO Mango 2 93.6% 0.5% 5.3 5.3 82090 3332
NO8DO Mango 3 93.7% 0.5% 5.5 5.5 84218 3416
NO8DO Mango 4 93.5% 0.5% 5.4 5.4 84208 3406
NO8DO Mango 5 93.6% 1.4% 5.4 5.4 84329 3416
NO8DO Mango 6 93.6% 1.4% 5.4 5.4 84329 3416
NO8DO Mango 7 93.6% 1.4% 5.4 5.4 84329 3416
Miami Oranges 0 97.8% 1.0% 5.4 5.4 409042 35046
Miami Oranges 1 98.0% 1.0% 5.4 5.4 404768 34529
Miami Oranges 2 97.7% 1.0% 5.4 5.4 408225 34826
Miami Oranges 3 97.8% 1.2% 5.4 5.4 420484 35843
Miami Oranges 4 98.0% 1.1% 5.3 5.3 420480 35839
Miami Oranges 5 97.3% 0.8% 7.0 7.0 418796 35912
Miami Oranges 6 97.3% 0.8% 7.0 7.0 418796 35912
Miami Oranges 7 97.3% 0.8% 7.0 7.0 418796 35912
Supplier - Component
Supplier Component Round Rejection (%) Order lines previous round Purchase value previous round Transport costs previous round Demand per week (piece or liter) Amount purchased previous round (piece or liters) Purchase price Order size
Mono Packaging Materials Pack 1 liter 0 3.6% 5.7 110692 4552 132257 3559348 0.0310 619636
Mono Packaging Materials Pack 1 liter 1 3.6% 5.9 109803 4516 130823 3530773 0.0310 602490
Mono Packaging Materials Pack 1 liter 2 3.7% 5.8 110318 4537 131407 3547317 0.0310 608325
Mono Packaging Materials Pack 1 liter 3 3.7% 5.8 113592 4671 135536 3652593 0.0310 626379
Mono Packaging Materials Pack 1 liter 4 3.6% 5.9 113373 4662 135398 3645575 0.0310 622080
Mono Packaging Materials Pack 1 liter 5 3.7% 5.8 113030 4648 135281 3634546 0.0310 623284
Mono Packaging Materials Pack 1 liter 6 3.7% 5.8 113030 4648 135281 3634546 0.0310 623284
Mono Packaging Materials Pack 1 liter 7 3.7% 5.8 113030 4648 135281 3634546 0.0310 623284
Trio PET PLC PET 0 5.9% 5.9 307931 145393 204297 5631948 0.0546 951612
Trio PET PLC PET 1 5.7% 5.9 309154 145475 204378 5630507 0.0549 951369
Trio PET PLC PET 2 5.8% 6.0 310787 146246 205586 5660153 0.0549 947093
Trio PET PLC PET 3 3.9% 5.9 313423 146574 210426 5672824 0.0552 963241
Trio PET PLC PET 4 3.9% 5.9 313596 146644 210378 5676308 0.0552 968604
Trio PET PLC PET 5 4.1% 7.7 313146 146671 208786 5660103 0.0553 739013
Trio PET PLC PET 6 4.1% 7.7 313146 146671 208786 5660103 0.0553 739013
Trio PET PLC PET 7 4.1% 7.7 313146 146671 208786 5660103 0.0553 739013
Seitan Vitamins Vitamin C 0 1.2% 4.7 2295 1592 184 4852 0.4728 1032
Seitan Vitamins Vitamin C 1 0.0% 0.5 3044 779 182 15666 0.1942 30000
Seitan Vitamins Vitamin C 2 0.0% 0.5 3044 779 183 15666 0.1942 30000
Seitan Vitamins Vitamin C 3 0.0% 4.9 2375 1632 191 4946 0.4801 1015
Seitan Vitamins Vitamin C 4 0.0% 4.8 2364 1624 191 4925 0.4799 1016
Seitan Vitamins Vitamin C 5 2.9% 4.8 2471 1688 195 5215 0.4739 1076
Seitan Vitamins Vitamin C 6 2.9% 4.8 2471 1688 195 5215 0.4739 1076
Seitan Vitamins Vitamin C 7 2.9% 4.8 2471 1688 195 5215 0.4739 1076
NO8DO Mango Mango 0 0.5% 5.3 81658 3314 3165 82276 0.9924 15497
NO8DO Mango Mango 1 0.6% 5.4 81956 3336 3155 82566 0.9926 15219
NO8DO Mango Mango 2 0.5% 5.3 82090 3332 3173 82711 0.9924 15495
NO8DO Mango Mango 3 0.5% 5.5 84218 3416 3259 84858 0.9924 15559
NO8DO Mango Mango 4 0.5% 5.4 84208 3406 3259 84858 0.9923 15811
NO8DO Mango Mango 5 1.4% 5.4 84329 3416 3236 84974 0.9924 15663
NO8DO Mango Mango 6 1.4% 5.4 84329 3416 3236 84974 0.9924 15663
NO8DO Mango Mango 7 1.4% 5.4 84329 3416 3236 84974 0.9924 15663
Miami Oranges Orange 0 1.0% 5.4 409042 35046 35360 931265 0.4392 172581
Miami Oranges Orange 1 1.0% 5.4 404768 34529 35090 917340 0.4412 170919
Miami Oranges Orange 2 1.0% 5.4 408225 34826 35261 925173 0.4412 170535
Miami Oranges Orange 3 1.2% 5.4 420484 35843 36283 953024 0.4412 177568
Miami Oranges Orange 4 1.1% 5.3 420480 35839 36253 953024 0.4412 178533
Miami Oranges Orange 5 0.8% 7.0 418796 35912 36152 948672 0.4414 135124
Miami Oranges Orange 6 0.8% 7.0 418796 35912 36152 948672 0.4414 135124
Miami Oranges Orange 7 0.8% 7.0 418796 35912 36152 948672 0.4414 135124
Bottling line
Bottling line Round Run time per week (hours) Changeover time per week (hours) Breakdown time per week (hours) Unused capacity per week (hours) Overtime per week (hours) Run time (%) Changeover time (%) Breakdown time (%) Unused capacity (%) Overtime (%) Start up productivity loss (value) Production plan adherence (%) Outsourced (hours) Outsourced (%)
Swiss Fill 2 0 62.6 12.1 11 3.9 9.4 78.2% 15.1% 13.6% 4.9% 11.7% 8435 78.7% 0.0 0.0%
Swiss Fill 2 1 62.0 13.6 11 3.4 9.7 77.6% 17.0% 13.5% 4.2% 12.2% 10083 73.9% 0.0 0.0%
Swiss Fill 2 2 56.6 10.5 10 6.7 3.6 70.8% 13.2% 12.3% 8.4% 4.5% 10804 80.1% 0.0 0.0%
Swiss Fill 2 3 58.3 10.7 3 48.3 0.0 48.5% 8.9% 2.4% 40.3% 0.0% 11687 92.5% 0.0 0.0%
Swiss Fill 2 4 58.2 10.7 3 48.3 0.0 48.5% 8.9% 2.4% 40.3% 0.0% 11694 91.7% 0.0 0.0%
Swiss Fill 2 5 58.1 9.8 4 47.9 0.0 48.4% 8.2% 3.6% 39.9% 0.0% 10225 92.4% 0.0 0.0%
Swiss Fill 2 6 58.1 9.8 4 47.9 0.0 48.4% 8.2% 3.6% 39.9% 0.0% 10225 92.4% 0.0 0.0%
Swiss Fill 2 7 58.1 9.8 4 47.9 0.0 48.4% 8.2% 3.6% 39.9% 0.0% 10225 92.4% 0.0 0.0%
Mixers
Mixer Round Cleaning time (%) Average lot size
MegaChurn 20 5 29.5% 17436
MegaChurn 20 6 29.5% 17436
MegaChurn 20 7 29.5% 17436
Fruitmix MQ 0 14.5% 11022
Fruitmix MQ 1 16.6% 10893
Fruitmix MQ 2 16.6% 10893
Fruitmix MQ 3 16.4% 10916
Fruitmix MQ 4 16.4% 10915
Custome
Customer Round Attained contract index Service level (pieces) Service level (order lines) Service level (orders) Revenue per week Gross margin per week Shipments per week Order lines per week Pallets per week Days in warehouse Attained shelf life (%) OSA Ca
on footprint Distribution costs
Food & Groceries 0 0.904 94.8% 91.2% 85.5% 44745 18510 7.7 7.0 168.7 14.7 85.9% 91.2% 1.16 94368
Food & Groceries 1 0.820 94.2% 89.5% 82.6% 40581 14315 7.7 7.0 168.7 14.5 86.3% 90.6% 1.17 94368
Food & Groceries 2 0.965 96.5% 92.9% 88.1% 47785 22265 7.7 7.0 168.7 14.9 85.8% 92.1% 1.17 94368
Food & Groceries 3 1.022 98.2% 97.4% 95.6% 50570 23071 7.7 7.0 168.7 15.0 85.3% 93.6% 1.21 94368
Food & Groceries 4 1.020 98.1% 97.2% 95.3% 50503 23012 7.7 7.0 168.7 15.0 85.4% 93.6% 1.20 94368
Food & Groceries 5 1.023 98.5% 97.6% 95.9% 50652 23477 7.7 7.0 168.7 15.1 85.0% 93.6% 1.19 94368
Food & Groceries 6 1.023 98.5% 97.6% 95.9% 50652 23477 7.7 7.0 168.7 15.1 85.0% 93.6% 1.19 94368
Food & Groceries 7 1.023 98.5% 97.6% 95.9% 50652 23477 7.7 7.0 168.7 15.1 85.0% 93.6% 1.19 94368
LAND Market 0 0.926 94.4% 92.1% 86.9% 23452 10084 5.2 6.9 88.6 15.1 85.3% 90.7% 1.11 52623
LAND Market 1 0.894 93.9% 90.5% 84.4% 22624 9250 5.2 6.9 88.6 14.9 85.6% 90.1% 1.13 52623
LAND Market 2 0.953 96.8% 93.9% 89.8% 24113 11136 5.2 6.9 88.6 15.3 85.3% 91.6% 1.13 52623
LAND Market 3 1.005 98.5% 97.8% 96.2% 25441 11410 5.1 6.8 87.0 13.1 86.9% 92.6% 1.16 51715
LAND Market 4 1.004 98.3% 97.6% 96.0% 25418 11392 5.1 6.8 87.0 13.2 86.9% 92.6% 1.16 51715
LAND Market 5 1.004 98.4% 97.6% 95.9% 25406 11554 5.1 6.8 87.0 13.3 87.0% 92.7% 1.14 51715
LAND Market 6 1.004 98.4% 97.6% 95.9% 25406 11554 5.1 6.8 87.0 13.3 87.0% 92.7% 1.14 51715
LAND Market 7 1.004 98.4% 97.6% 95.9% 25406 11554 5.1 6.8 87.0 13.3 87.0% 92.7% 1.14 51715
Dominick's 0 1.001 96.7% 93.2% 91.2% 26452 12089 4.1 3.9 77.2 14.3 86.6% 97.0% 1.56 45124
Dominick's 1 0.977 95.9% 91.5% 88.9% 25812 11349 4.1 3.9 77.2 14.4 86.5% 96.3% 1.59 45124
Dominick's 2 1.013 97.7% 94.4% 92.6% 26749 12562 4.1 3.9 77.2 14.8 86.3% 97.0% 1.59 45124
Dominick's 3 1.025 99.0% 98.2% 97.7% 27090 12188 4.1 3.9 77.2 14.9 85.6% 98.5% 1.61 45124
Dominick's 4 1.024 98.8% 97.9% 97.2% 27050 12142 4.1 3.9 77.2 14.9 85.6% 98.4% 1.61 45124
Dominick's 5 1.029 99.7% 99.1% 98.8% 27189 12356 4.1 3.9 77.2 15.2 85.0% 98.5% 1.58 45124
Dominick's 6 1.029 99.7% 99.1% 98.8% 27189 12356 4.1 3.9 77.2 15.2 85.0% 98.5% 1.58 45124
Dominick's 7 1.029 99.7% 99.1% 98.8% 27189 12356 4.1 3.9 77.2 15.2 85.0% 98.5% 1.58 45124
Customer - Product
Customer Product Round Demand per week (units) Demand per week (value) Sales price Gross margin per week Gross margin per piece Attained shelf life (%) Service level (pieces) Service level (order lines) Additional sales as a result of promotions (%) OSA Ca
on footprint Additional sales next round as a result of webshop service level
Food & Groceries Fressie Orange 1 liter 0 42637 17344 0.41 7455 0.1748 85.3% 93.8% 91.9% 3.3% 87.1% 1.04 0.0%
Food & Groceries Fressie Orange 1 liter 1 42637 15730 0.37 5923 0.1389 85.8% 93.7% 92.5% 3.3% 87.6% 1.02 0.0%
Food & Groceries Fressie Orange 1 liter 2 42637 18523 0.43 9042 0.2121 85.5% 98.0% 97.5% 3.3% 90.0% 1.02 0.0%
Food & Groceries Fressie Orange 1 liter 3 42637 19602 0.46 9260 0.2172 85.5% 99.1% 99.0% 3.3% 90.0% 1.08 0.0%
Food & Groceries Fressie Orange 1 liter 4 42637 19576 0.46 9245 0.2168 85.5% 98.8% 98.7% 3.3% 90