mplsoccer.bumpy_chart module

A Python module for plotting bump chart.

Author: Anmol_Durgapal(@slothfulwave612)

class mplsoccer.bumpy_chart.Bumpy(background_color='#1B1B1B', scatter=True, scatter_color='#4F535C', line_color=None, scatter_points='o', scatter_primary=None, scatter_size=100, ticklabel_size=13, curviness=0.85, rotate_xticks=0, rotate_yticks=0, show_right=False, label_size=20, labelpad=20, alignment_xvalue=0.035, alignment_yvalue=0.16, label_color='#F2F2F2', plot_labels=True)[source]

Bases: object

A class for plotting bump-charts in Matplotlib

Parameters:

  • background_color (str, default “#1B1B1B”) – The background-color of the plot.

  • scatter (bool, default True) – To plot scatter points or not. “value” –> scatter point for highlighted attribute.

  • scatter_color (str, default “#4F535C”) – Color value for our scatter points.

  • line_color (str, default None) – Color value for the connecting lines. if None –> takes the same color as scatter_color.

  • scatter_points (str, default ‘o’) – Type of marker user wants to plot.

  • scatter_primary (str, default None) – Type of marker user wants to plot for highlighted attribute.

  • scatter_size (float, default 100) – Size of the scatter_points.

  • ticklabel_size (float, default 13) – Fontsize of the ticklabel.

  • curviness (float, default 0.85) – Value of the curved line.

  • rotate_xticks (float, default 0) – Rotation of xticklabels in degrees.

  • rotate_yticks (float, default 0) – Rotation of yticklabels.

  • show_right (bool, default False) – yticklabels to be shown at the right y-axis or not.

  • label_size (float, default 20) – Fontsize of the x and y labels.

  • labelpad (float, default 20) – Padding between labels and ticklables.

  • alignment_xvalue (float, default 0.035) – Value for alignment of x-label.

  • alignment_yvalue (float, default 0.16) – Value for alignment of y-label

  • label_color (str, default “#FFFFFF”) – Color value for labels.

  • plot_labels (bool, default True) – To plot the labels.

Methods

plot(x_list, y_list, values, highlight_dict)

Function to plot bumpy-chart.
plot(x_list, y_list, values, highlight_dict, figsize=(12, 8), lw=2, secondary_alpha=1, x_label=None, y_label=None, xlim=None, ylim=None, ax=None, upside_down=False, **kwargs)[source]

Function to plot bumpy-chart.

Parameters:

  • x_list (sequence of float/str) – xticklabel values(serial-wise order from left to right).

  • y_list (sequence of float/str) – yticklabel values(serial-wise order from top to bottom).

  • values (dict) – Containing key as team-name and value as list of rank for that team.

  • highlight_dict (dict) – Containing key as the team-name to be highlighted with their corresponding color.

  • figsize (tuple, default (12,8)) – Size of the plot. Defaults to (12,8).

  • lw (int, default 2) – Line-width for the lines in the plot.

  • secondary_alpha (float, default 1) – Alpha value for non-shaded lines/markers.

  • x_label, y_label (str, default None) – x-label and y-label name

  • xlim, ylim (tuple, default None) – Limit for x-axis and y-axis respectively.

  • ax (axes.Axes object, default None) – axes object on which chart will be plotted.

  • upside_down (bool, default False) – To plot chart upside down.

  • **kwargs (All other keyword arguments are passed for setting ticklabels and labels.)

Returns:

  • If ax=None returns a matplotlib Figure and Axes.

  • Else the settings are applied on an existing axis and returns None.