How to plot a vector field with coloured arrows?

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Mohit Kumar
Mohit Kumar on 12 Sep 2020
Commented: Mohit Kumar on 15 Sep 2020
I'm trying to create a vector field where the colour of the vector represents its magnitude like the one shown in the picture. Any ideas on how to do this?
I am currently using an inefficient method plotting each vector separately using two for loops.
Mohit Kumar
Mohit Kumar on 15 Sep 2020
Ideally I wanted to plot vectors with same length and different colours based on magnitude. This was to prevent small arrows from becoming too small.
But the package I've mentioned in the comment to the answer accepted below represents the vectors' magnitude using length and colour while maintaining a good visual representation. So that's solved for now!

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