Step 1: Examination of the Data
Min. 1st Qu. Median Mean 3rd Qu. Max.
1.000 2.000 3.000 2.543 3.000 3.000
Detergents_Paper Grocery Region
1 2674 7561 3
2 3293 9568 3
3 3516 7684 3
4 507 4221 3
5 1777 7198 3
6 1795 5126 3
7 3140 6975 3
8 3321 9426 3
9 1716 6192 3
10 7425 18881 3
Detergents_Paper Grocery Region
431 241 16483 3
432 1377 5160 3
433 1328 4754 3
434 356 1493 3
435 2371 7994 3
436 182 16027 3
437 93 764 3
438 14841 30243 3
439 168 2232 3
440 477 2510 3
Detergents_Paper Grocery
Min. : 3.0 Min. : 3
1st Qu.: 256.8 1st Qu.: 2153
Median : 816.5 Median : 4756
Mean : 2881.5 Mean : 7951
3rd Qu.: 3922.0 3rd Qu.:10656
Max. :40827.0 Max. :92780
Data Visualization 1
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Data Visualization 2
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Data Visualization 3
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Data Interpretation
This is a scatter plot that compares the annual spending on grocery shopping and detergents paper in three different regions, represented by different colors. The data shows a positive correlation between the money spent on grocery shopping and detergents paper across all regions. We see how people that tend to spend more money on Detergents paper also spends more money spent on Grocery shopping. Most of the data points are clustered towards the lower end of spending in both categories, with a few outliers showing higher spending. This outliers represents households in all regions apend less on both grocery shopping and detergents paper.They could families, or perhaps small business that spend a lot on these categories.
Improvements
After working with the team, I made some substantial improvements to my scatter plot. By editing the title and subtitle, I increased the graph’s readability and clarity. In addition, as instructed by the dataset, I tagged each color with the name of the associated location to improve comprehension. Additionally, I used custom CSS to improve the presenting aesthetics and visual appeal, giving our viewers a more engaging experience while adding dollar signs to guarantee that the monetary values are understood. Our audience will find the graph to be more interesting and understandable as a result.
