xomics.plot_imput_histo

xomics.plot_imput_histo(ax=None, figsize=(6, 5), df_raw=None, df_imp=None, cols_quant=None, d_min=None, up_mnar=None, alpha=0.75, binwidth=0.4, colors=None, y_max=None, x_max=None, **kwargs)[source]

Plot histogram of raw and imputed data

Parameters:

  • ax (Optional[Axes]) – The axes upon which to draw the plot. If None, a new figure and axes are created.

  • figsize (Tuple[int, int]) – The size of the figure to create.

  • df_raw (Optional[DataFrame]) – Dataframe containing the raw data.

  • df_imp (Optional[DataFrame]) – Dataframe containing the imputed data.

  • cols_quant (Optional[List[str]]) – Columns to consider for the quantitative analysis.

  • d_min (Optional[float]) – The minimum value of the data for annotation.

  • up_mnar (Optional[float]) – Upper value for MNAR annotation.

  • alpha (float) – Transparency level of the histogram bars for imputed data.

  • binwidth (float) – Width of the histogram bins.

  • colors (Optional[List[str]]) – List of colors for the histogram bars. If None, a default set of colors is used.

  • y_max (Optional[float]) – The maximum value for the y-axis.

  • x_max (Optional[float]) – The maximum value for the x-axis.

  • **kwargs – Additional keyword arguments passed to seaborn’s histplot.

Returns:

Axes object.

Return type:

ax