from bokeh.plotting import figure, show, output_file, vplot
N = 4000
factors = ["a", "b", "c", "d", "e", "f", "g", "h"]
x0 = [0, 0, 0, 0, 0, 0, 0, 0]
x = [50, 40, 65, 10, 25, 37, 80, 60]
output_file("categorical.html", title="categorical.py example")
p1 = figure(title="Dot Plot", tools="resize,save", y_range=factors, x_range=[0,100])
p1.segment(x0, factors, x, factors, line_width=2, line_color="green", )
p1.circle(x, factors, size=15, fill_color="orange", line_color="green", line_width=3, )
factors = ["foo", "bar", "baz"]
x = ["foo", "foo", "foo", "bar", "bar", "bar", "baz", "baz", "baz"]
y = ["foo", "bar", "baz", "foo", "bar", "baz", "foo", "bar", "baz"]
colors = [
"#0B486B", "#79BD9A", "#CFF09E",
"#79BD9A", "#0B486B", "#79BD9A",
"#CFF09E", "#79BD9A", "#0B486B"
]
p2 = figure(title="Categorical Heatmap", tools="resize,hover,save",
x_range=factors, y_range=factors)
p2.rect(x, y, color=colors, width=1, height=1)
show(vplot(p1, p2)) # open a browser
