OECD Crop production data analysis 7 - time series data analysis using R - creating "ts" class object and visualize with TSstudio package.

This post is following of the above post.
I will see time-seires trend of productivity of crop production data in this post.

I refrer to

First, I will make "ts" object from "dfw" data frame object.

Then, I load "TSstudio" package to analyze "ts" class object.

I use ts_info() function to check "tsdata" object.

This "tsdata" object has 9 variables and 41 observations, starting with 1990 to 2030.

Let's see the first 6 observations with head() function.

Let's see the last 6 observations with tail() function

Let's visualize data with plot.ts() function.

TSstudio package has a nice visalizing function, ts_plot() function.

ts_plot() function can make interactive plots like above.

I see crop production has been increased over long years.

That's it. Thank you!

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To read from the 1st post,