Dot heatmap + Matrix heatmap Example

Here shows how to draw dot heatmap + matrix heatmap

import numpy as np
import milkviz as mv

First let’s create some random data

np.random.seed(0)
shape = (15, 15)
colors = np.random.randint(1, 100, shape)
sizes = np.random.randint(1, 100, shape)
matrix = np.random.randint(1, 100, shape)
labels = ["Apple", "Avocado", "Banana", "Blueberries", "Coconut", "Kiwifruit", "Lemon",
          "Mango", "Olives", "Papaya", "Persimmon", "Plum", "Quince", "Soursop", "Watermelon"]

Create the dot heatmap with the matrix

mv.dot_heatmap(sizes, colors, matrix, xticklabels=labels,
               dot_size_legend_kw={"title": "Dot Size"},
               dot_hue_cbar_kw={"title": "Dot Color"},
               matrix_cbar_kw={"title": "Matrix Color"}
               )

<milkviz._dot_matrix.DotHeatmap object at 0x7f1e7b547070>