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feat: add x and y medians to plot #188

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Fixes #181

Describe your changes

Compute the median values for x and for y using the pd.Series.median method.
Added median to the get_values docstring.

Checklist

  • Test cases have been modified/added to cover any code changes.
  • Docstrings have been modified/created for any code changes.
  • All linting and formatting checks pass (see the contributing guidelines for more information).

@github-actions github-actions bot added testing Relating to the testing suite data Work relating to data module plotting Work relating to plotting module labels Jul 13, 2024
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Congratulations on making your first pull request to Data Morph! Please familiarize yourself with the contributing guidelines, if you haven't already.

@stefmolin stefmolin added this to the 0.3.0 milestone Jul 13, 2024
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codecov bot commented Jul 13, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 98.41%. Comparing base (51b8d26) to head (d3eba8d).
Report is 3 commits behind head on main.

Additional details and impacted files

Impacted file tree graph

@@            Coverage Diff             @@
##             main     #188      +/-   ##
==========================================
- Coverage   98.42%   98.41%   -0.01%     
==========================================
  Files          43       43              
  Lines        1775     1767       -8     
  Branches      358      356       -2     
==========================================
- Hits         1747     1739       -8     
  Misses         25       25              
  Partials        3        3              
Files Coverage Δ
src/data_morph/data/stats.py 100.00% <ø> (ø)
src/data_morph/plotting/static.py 100.00% <100.00%> (ø)
tests/data/test_stats.py 100.00% <100.00%> (ø)

... and 2 files with indirect coverage changes

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I'm running this on multiple different shapes to make sure this doesn't constrict things, but I do have some comments for now.

The statistics here are way too close together it is hard to read. Can we space them out more vertically?

Screenshot 2024-07-13 at 2 51 34 PM

@@ -24,12 +25,14 @@ def get_values(df: pd.DataFrame) -> SummaryStatistics:
Returns
-------
SummaryStatistics
Named tuple consisting of mean and standard deviations of x and y,
Named tuple consisting of mean, median and standard deviations of x and y,
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I much prefer Oxford commas, so let's change this to this:

Suggested change
Named tuple consisting of mean, median and standard deviations of x and y,
Named tuple consisting of mean, median, and standard deviations of x and y,

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Add median
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