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Currently, this file doesn't run properly. Error raised:
ValueError: 'steps' is not a valid value for ls; supported values are '-', '--', '-.', ':', 'None', ' ', '', 'solid', 'dashed', 'dashdot', 'dotted'

According to a stack overflow post ls is linestyle, while it seems the intention here was ds - drawstyle

Currently this file doesn't. Error raised is: 
ValueError: 'steps' is not a valid value for ls; supported values are '-', '--', '-.', ':', 'None', ' ', '', 'solid', 'dashed', 'dashdot', 'dotted'

According to https://stackoverflow.com/questions/78025039/matplotlib-valueerror-steps-is-not-a-valid-value-for-ls
ls is linestyle, while it seems the intention here is ds - drawstyle
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