In this post, we take a look at How to Create Circular Dendrogram in R. This type of the data visualization is useful for some of the data that is specific in terms of the percentage and the specific content that is being collected in the dataset.
For example, say you have data of population where certain numbers are there for some specific community, professions, items etc. So for that sort of the visualization you can use the dendrogram and there is also circular dendrogram in R. You can use the geographic maps for the visualization in R. I have covered that in the past - how to create geographic maps in R.
Make sure to use the RStudio for drawing the visualization. This can be lot easier with the RStudio. As there are some of the other tools too. But for me RStudio just works out. I suppose you can also try out other tools like data science tools from the jetbrains.
I have created a video to give you an overview on How to Create Circular Dendrogram in R. You should give this one a try.
Let's start.
You can check the following libraries and the dataset for installation before we can draw the map.
install.packages("dendextend")
install.packages("circlize")
After installing the same you can add into the library.
library(dendextend)
library(circlize)
Let's also think of the dataset which can be used for the visualization. USArrests is the dataset which is being used for the plotting.
data(USArrests)
d <- dist(USArrests)
We create the distance matrix of this dataset. After this we try to create hierarchical dendrogram then this type of the data.
hc <- as.dendrogram(hclust(d))
Now finally we are going to be making use of the circular dendrogram in R.
circlize_dendrogram(hc,
labels_track_height = NA,
dend_track_height = 0.5)
Now you can take a look at the plot.
You would notice the plot which is circular dendrogram. This would be a good for most of the simple dataset where the population and strong datapoints are to be shown in fancy way.
As you can see variety of the interesting data set can be plotted like this. Anything where you have data to be presented using the donut or say some of the circular donut type of the plot. You can make use of the dendrogram for the same. It can give you an idea on the plot and the data too. So that would give you some ideas there.
If you are comfortable, do through some of the tutorials I posted in the education tribe on Hive. I have done a lot of data science specific content. And also the content that you can see with the data science content you can even test it out with the variety of options too. So it's a good option for you to work with there.
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I have started with the Power BI tutorials. And those tutorials are being posted on the channel. So if you are aware of the variety of the content in the Power BI content and also for the tutorial you can make use of the same in the content. You can also do the tutorials to get an idea on how to use the tool. Overall I'd say that it's a good playlist track worth going through.
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