Q1. Quickmeal
Description of data
Quickmeal is a local grocery shop that carries a limited variety of meat products, vegetable and fruits, dairy products, and beverages. The owner of Quickmeal, let’s call him John, wants to expand his business. John wants to understand the purchasing behaviour of his customers, so he can predict future demands. He recorded daily sales of products in June. The dataset is called “Quickmeal”, which is available in different formats. It shows the daily sales in Canadian Dollars for four different types of products. This is the structure of data:
Day |
Day of the month |
Meat |
Sales of meat products in CAD |
Bev |
Sales of beverages in CAD (except dairy beverages) |
FRVEG |
Sales of all fruits and Vegetables in CAD |
Dairy |
Sales of all dairy products in CAD |
Analyze data and help John to understand his customers. Label your graphs appropriately and provide full descriptions.
Questions
One scatter plot should show the association between Meat and Bev (Label it Figure 1). Copy the plots in your solution. Then describe the associations between the meat and beverages. (2 points)
The next scatter plot should show the association between Meat and Dairy (Label it Figure 2). Copy the plots in your solution. Then describe the associations between the meat and dairy products. (2 points)
day | meat | Bev | FRVEG | dairy |
1 | 201.5 | 58.2 | 211.2 | 75.5 |
2 | 153.5 | 57.3 | 213.5 | 65.7 |
3 | 210.5 | 49.5 | 249.5 | 75.3 |
4 | 209.5 | 51.5 | 279.5 | 74.4 |
5 | 189.5 | 53.5 | 283.5 | 80.9 |
6 | 348.5 | 61.5 | 303.5 | 79 |
7 | 401.5 | 63.5 | 421.5 | 73.6 |
8 | 225.68 | 64.602 | 232.32 | 85.1 |
9 | 171.92 | 63.603 | 234.85 | 78.6 |
10 | 235.76 | 54.945 | 274.45 | 82.2 |
11 | 234.64 | 57.165 | 307.45 | 70.9 |
12 | 212.24 | 59.385 | 311.85 | 91.8 |
13 | 390.32 | 68.265 | 333.85 | 85.9 |
14 | 449.68 | 70.485 | 463.65 | 72.9 |
15 | 259.532 | 73.64628 | 278.784 | 72.4 |
16 | 197.708 | 72.50742 | 281.82 | 68.1 |
17 | 271.124 | 62.6373 | 329.34 | 70.1 |
18 | 269.836 | 65.1681 | 368.94 | 60.5 |
19 | 244.076 | 67.6989 | 374.22 | 75.4 |
20 | 448.868 | 77.8221 | 400.62 | 62.3 |
21 | 517.132 | 80.3529 | 556.38 | 78.2 |
22 | 306.2478 | 84.693222 | 306.6624 | 67.8 |
23 | 233.2954 | 83.383533 | 310.002 | 70.5 |
24 | 319.9263 | 72.032895 | 362.274 | 71.1 |
25 | 318.4065 | 74.943315 | 405.834 | 60.3 |
26 | 288.0097 | 77.853735 | 411.642 | 70.7 |
27 | 673.302 | 116.73315 | 721.116 | 65 |
28 | 775.698 | 20 | 612.018 | 71.8 |
29 | 367.4973 | 110.1011886 | 321.99552 | 65.3 |
30 | 279.9545 | 100.0602396 | 325.5021 | 55.6 |
Scatter plot between Meat and Bev
The scatter plot is obtained in excel by following these steps,
Step 1: Write the data values in excel. The screenshot is shown below,
Step 2: select the meat and Bev column then INSERT > Recommended Charts > Scatter > OK. The screenshot is shown below,
The Chart is obtained. The screenshot is shown below,
Conclusion: From the scatter plot we can observe that sales of meat product in Canada and sales of beverages in Canada (except dairy beverages) are positively correlated.
Scatter plot between Meat and Dairy
The scatter plot is obtained in excel by following these steps,
Step 1: Write the data values in excel. The screenshot is shown below,
Step 2: select the meat and Dairy column then INSERT > Recommended Charts > Scatter > OK. The screenshot is shown below,
The Chart is obtained. The screenshot is shown below,
Conclusion: From the scatter plot we can observe that sales of meat product in Canada and sales of all dairy products in Canada have weak negative correlation.
Q1. Quickmeal Description of data Quickmeal is a local grocery shop that carries a limited variety...