Function that plots the history of wins of a particular player

atp_player_wins_history.py

# Function that plots the history of wins of a particular player
def plot_history_player(player):
    
    # Create dataframe with winner_name = player
    pldf_1 = tennis_df[(tennis_df['winner_name'] == player)].groupby(['tourney_year','tourney_level'], as_index=False).agg(['count'])
    pldf_2 = pldf_1['tourney_id'].reset_index()
    
    fig = plt.figure(figsize=(15,5))
    ax = fig.add_subplot(111)
    ax.set_prop_cycle(plt.cycler('color', plt.cm.jet(np.linspace(0, 1, 5))))
	
  # Use to define xticks as multiples of 2
    plt.gca().xaxis.set_major_locator(MultipleLocator(2))
    plt.gca().xaxis.set_major_formatter(StrMethodFormatter("{x:.0f}"))
    plt.title(player+' - Total Wins by Tournament Type by Year')
    plt.ylabel('Number of Wins')
    plt.xlabel('Year')
	
  # Plot tournaments by type
    plt.plot(pldf_2[pldf_2['tourney_level']=='G']['tourney_year'], pldf_2[pldf_2['tourney_level']=='G']['count'], marker='o', markerfacecolor='black', markersize=2, linewidth=3)
    plt.plot(pldf_2[pldf_2['tourney_level']=='M']['tourney_year'], pldf_2[pldf_2['tourney_level']=='M']['count'], linestyle='dotted')
    plt.plot(pldf_2[pldf_2['tourney_level']=='F']['tourney_year'], pldf_2[pldf_2['tourney_level']=='F']['count'], linestyle='dotted')
    plt.plot(pldf_2[pldf_2['tourney_level']=='D']['tourney_year'], pldf_2[pldf_2['tourney_level']=='D']['count'], linestyle='dotted')
    plt.plot(pldf_2[pldf_2['tourney_level']=='A']['tourney_year'], pldf_2[pldf_2['tourney_level']=='A']['count'], linestyle='dotted')
    plt.legend(['Grand_Slams', 'Masters', 'Tour_Finals', 'Davis_Cup', 'ATP'], loc='upper right', prop={'size': 10})