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Text analysis notebook

i.georgiev requested to merge text-analysis into devel

Finished up the text analysis notebook.

I made it a bit more involved and less explanatory than the ML one. Mainly due to the fact that there is not that much prior knowledge required (apart from knowing how to use pandas). I think I did a good balance between useful and interesting.

When testing it took me roughly 25 mins to finish it while reading everything slowly and fixing grammar mistakes. So I think it should be OK time-wise for students.

@pkinnear have a go at it yourself and let me know what you think :)

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