Simulation of Monty Hall Problem

monty_hall_problem_8.py

plotnine.options.figure_size = (10, 4.8)
(
    ggplot(
        data = df_general
    )+
    geom_line(
        aes(x = 'iter',
            y = 'value',
            group = 'status',
            color = 'status'),
        size = 1
    )+
    scale_x_continuous(
        breaks = range(0, len(df_general) + 100, 100)
    )+
    scale_color_manual(
        values = ['#981220', '#80797c'],
        labels = ['Stick', 'Switch']
    )+
    labs(
        title = 'Probability of winning the game',
        color = 'Strategy'
    )+
    xlab(
        xlab = 'Number of iteration'
    )+
    ylab(
        ylab = 'Number of chance'
    )+
    theme_minimal()+
    theme(
        legend_position = (0.225, 0.815),
        legend_direction = 'horizontal'
    )
)