Matplotlib Plottables

GraphingLib components used: PlottableAxMethod, SmartFigure

import numpy as np
import graphinglib as gl

np.random.seed(0)

# Create matplotlib plottables that aren't supported yet in GraphingLib
bar = gl.PlottableAxMethod(
    meth="bar",
    x=[1, 2, 3, 4, 5],
    height=[5, 7, 3, 8, 4],
    width=0.5,
    color="skyblue",
    tick_label=["A", "B", "C", "D", "E"],
)

pie = gl.PlottableAxMethod(
    meth="pie",
    x=[30, 20, 25, 15, 10],
    labels=["Apple", "Banana", "Cherry", "Date", "Elderberry"],
    hatch="/",
)

violin = gl.PlottableAxMethod(
    meth="violinplot",
    dataset=[np.random.normal(0, stddev, 10) for stddev in [1, 0.5, 2, 3]],
    positions=[1, 2, 3, 4],
    showmeans=True,
)

hexbin = gl.PlottableAxMethod(
    meth="hexbin",
    x=np.random.normal(0, 1, 1000),
    y=np.random.normal(0, 1, 1000),
    gridsize=11,
)

elements = [bar, pie, violin, hexbin]

fig = gl.SmartFigure(
    num_rows=2,
    num_cols=2,
    subtitles=[e.meth for e in elements],
    elements=elements,
    size=(10, 8),
).show()