OECD Net ODA data analysis 3 - Visualizing data with ggplot() + geom_boxplot() and geom_line(). U.S.A. has the largest ODAFLOWS & MLN_USD.

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 This blog is following of above blog.
This time, let's visualize ODAFLOWS & MLN_USD data.

Fisrtly, let's see time x value

Let'c caluculate average value by time and plot a line chart.

We see a trough before 2000 and 2020 is the highest value.

Now, let's see by location.

USA has the highest average value. DEU has the 2nd, FRA has 3rd and JPN has 4th.

USA is U.S.A., DEU is Germany, FRA is France and JPN is Japan.

I add scale_y_log10() to convert y-axis to logarithm.

We can see more detail for  smaller value locations.

That's it. Thank you!

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