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That is because the default font (DejaVu Sans) does not have CJKV [chinese japanese korean vietnamese] glyphs. Matplotlib 3.1+ (#12759) prints a warning: Requested glyph (\N{CJK UNIFIED IDEOGRAPH-7279}) missing from current font.
Bug report
Bug summary
I cannot write Japanese comments on matplotlib's graphs.
Code for reproduction
Actual outcome
https://imgur.com/HUTjUPQ
The part written in Japanese appears as weird rectangles.
Matplotlib version
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