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Visual Data Analytics

Academic
Course Report
Dr. Johannes Kehrer
Winter 2024
Technisches Universität München


Software: Tableau, ParaView


Analyzing the data visualization presented, sales values are quite similar across US states, except some outliers geographically located scattered. If clusters are created according to the total sales values, it can be clearly seen that most of the States they are placed under Cluster 1, which is the dominant cluster among the States.

I have placed Profit as color (green) and Sales as the size of the circles. In order to be able to get a city level data, I have placed City under the marks. Finally, with the implementations this visualization returns the correlation between sales and profit across different cities in all US States.

The visualization can be interpreted as such: the trend is that generally the bigger the circle is, the darker the color gets, which means that wherever the Sales are higher, profit values are tend to be higher too. This is a linear trend. Another key point the visualization can be interpreted is that most of the sales as well as profit values are centered around the metropolitan areas, such as New York City and Los Angeles. They are represented with bigger circles, as well as darker green color.



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