dice_visual.py

from plotly.graph_objs import Bar, Layout
from plotly import offline

from die import Die

# create three D6 dice
die_1 = Die()
die_2 = Die()

# make some rolls, and store the results in a list
results = [die_1.roll() + die_2.roll() for roll_num in range(1000)]

# analyze the results
max_result = die_1.num_sides + die_2.num_sides
frequencies = [results.count(value) for value in range(2, max_result+1)]

# visualize the results
x_val = list(range(2, max_result+1))
data = [Bar(x=x_val, y=frequencies)]

x_axis_config = {'title': 'Result', 'dtick': 1}
y_axis_config = {'title': 'Frequency of Result'}

my_layout = Layout(title='Results of rolling two D6 dice 1000 times', xaxis=x_axis_config, yaxis = y_axis_config)
offline.plot({'data': data, 'layout': my_layout}, filename='D6_D6_3.html')