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Chapter 10 production polish#142

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trevorcampbell merged 31 commits intomainUBC-DSCI/introduction-to-datascience-python:mainfrom

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Jan 27, 2023

Commits

Commits on Jan 24, 2023

• Remove top level imports and add warning supression

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• Remove commented out sections

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• Remove unnecessary assignment, set the seed properly, and use value_counts instead of manual computation

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• Replace for loop with list comprehension

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• Use value_counts instead of manual computation

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• Fix typo

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• Correct viz syntax

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• Remove unnecessary assignment, and simplify computation

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• Remove unnecessary second loop

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• Simplify plotting syntax and clarify variable name

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• Simplify comparison plot of sample sizes

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• Use bullets to make points clearer

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• Remove display option

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• Remove incorrect query for means

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• Reduce height to make histograms easier to read

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• Change from sklearns `resample` and for loops to keep using `.sample` and list comprehensions

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• Simplify visualization code

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• Fix minor formatting and wording issue

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• Clarify language around sampling

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• Switch to orange annotations for better contrast

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• Improve plotting syntax and remove re-specification of seed

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• Change to actual number of samples

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• Round to one decimal to reduce noise

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Commits on Jan 25, 2023

• Round histogram limits more nicely

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• Reformat and improve the explanation of the bootstrapped mean calculation

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• Add description about quantiles

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• Link to python version of worksheets

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Commits on Jan 26, 2023

• Explain the name param in reset index

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• Fix typo

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• Clarify concatenation

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Commits on Jan 27, 2023

• Move rename last so we can use the same rename syntax students are used to

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