Skip to content

_row_plots.md

Latest commit

 

History

History
52 lines (35 loc) · 1.56 KB

_row_plots.md

File metadata and controls

52 lines (35 loc) · 1.56 KB
Raw

_row_plots

Grouped row-layout plotting helper from _plotting/_row_plots.py.

This module currently exposes a single function:

  • plot_columns

plot_columns

Use plot_columns(...) to render a one-row panel of grouped bar plots with swarm overlays from a plain DataFrame.

Full signature

def plot_columns(df,columns2plot,columns2plot_titles,y_groupby,figsize,sharex,sharey):
import adata_science_tools as adtl

adtl.plot_columns(
    df=df,
    columns2plot=["Age", "CRP", "Albumin"],
    columns2plot_titles=["Age", "CRP", "Albumin"],
    y_groupby="Outcome",
    figsize=(18, 6),
    sharex=False,
    sharey=True,
)

Grouped covariate summaries

multi_metric — Grouped covariate summaries. Data and analysis provenance.

Important behavior

  • Input is a plain DataFrame.
  • columns2plot and columns2plot_titles are matched positionally.
  • y_groupby is used as the grouping variable on the y-axis in every subplot.
  • Each subplot uses sns.barplot(...) plus a sns.swarmplot(...) overlay.
  • The color palette comes from adata_science_tools._plotting.palettes.godsnot_102.
  • The function calls plt.tight_layout() while building the figure.

Return behavior

The current implementation does not explicitly return the figure or axes. Treat it as a plotting side-effect helper.

Coverage note

Direct plot_columns(...) regression coverage is in tests/test_general_plot_renderers.py.