df_false9.head()
##############################################################################
# Plotting Messi's first game as a False-9
pitch = Pitch(pitch_type='statsbomb', pitch_color='grass', stripe=True)
fig, ax = pitch.draw(figsize=(16, 11))
# plotting
ax.set_title('The first Game Messi played in the false 9 role',
fontsize=30,
pad=20)
# plot the kernel density estimation
pitch.kdeplot(df_false9.x, df_false9.y, ax=ax, cmap='plasma', linewidths=3)
# annotate
pitch.annotate('6-2 thrashing \nof Real Madrid', (25, 10),
color='white',
fontsize=25,
ha='center',
va='center',
ax=ax)
pitch.annotate('more events', (70, 30), (20, 30),
ax=ax,
color='white',
ha='center',
va='center',
fontsize=20,
arrowprops=dict(facecolor='white', edgecolor='None'))
##############################################################################
# Kdeplot shot map with kdeplot on the marginal axes
# --------------------------------------------------
fig, axes, _, _ = pitch.jointgrid(
figheight=10,
left=None,
bottom=0.075,
grid_height=0.8,
# plot without endnote/ title axes
title_height=0,
endnote_height=0)
# increase number of levels for a smoother looking heatmap
kde1 = pitch.kdeplot(df_team1.x,
df_team1.y,
ax=axes[0],
cmap='Reds',
levels=75,
shade=True)
kde2 = pitch.kdeplot(df_team2.x,
df_team2.y,
ax=axes[0],
cmap='Blues',
levels=75,
shade=True)
# kdeplot on marginal axes
team1_hist_y = sns.kdeplot(y=df_team1.y, ax=axes[1], color=red, shade=True)
team1_hist_x = sns.kdeplot(x=df_team1.x, ax=axes[2], color=red, shade=True)
team2_hist_x = sns.kdeplot(x=df_team2.x, ax=axes[2], color=blue, shade=True)
team2_hist_y = sns.kdeplot(y=df_team2.y, ax=axes[3], color=blue, shade=True)
txt1 = axes[0].text(x=15,
y=70,
# add information for subsitutions on/off and arrows
if not np.isnan(lineup_team.iloc[idx].off):
ax.text(116, -10, str(lineup_team.iloc[idx].off.astype(int)), fontsize=20,
fontproperties=fm_scada.prop,
ha='center', va='center')
ax.annotate('', (120, -2), (112, -2), arrowprops=red_arrow)
if not np.isnan(lineup_team.iloc[idx].on):
ax.text(104, -10, str(lineup_team.iloc[idx].on.astype(int)), fontsize=20,
fontproperties=fm_scada.prop,
ha='center', va='center')
ax.annotate('', (108, -2), (100, -2), arrowprops=green_arrow)
# plot on the last Pass Map
# (note ax=ax as we have cycled through to the last axes in the loop)
pitch.kdeplot(x=pass_receipts.x, y=pass_receipts.y, ax=ax,
cmap=cmr.lavender,
levels=100,
thresh=0, shade=True)
ax.text(0, -5, f'{team}: Pass Receipt Heatmap', ha='left', va='center',
fontsize=20, fontproperties=fm_scada.prop)
# remove unused axes (if any)
for ax in axs['pitch'].flat[11 + num_sub:-1]:
ax.remove()
# endnote text
axs['endnote'].text(0, 0.5, 'The format is copied from @DymondFormation',
fontsize=20, fontproperties=fm_scada.prop, va='center', ha='left')
# to get the left position to align with the pitches I plotted it once with a random
# left position (e.g. 0.5) and then used the following code
# bbox_sb = ax_sb_logo.get_position()
# bbox_endnote = axs['endnote'].get_position()
# add information for subsitutions on/off and arrows
if not np.isnan(lineup_team.iloc[idx].off):
ax.text(116, -10, str(lineup_team.iloc[idx].off.astype(int)), fontsize=20,
fontproperties=fm_scada.prop,
ha='center', va='center')
ax.annotate('', (120, -2), (112, -2), arrowprops=red_arrow)
if not np.isnan(lineup_team.iloc[idx].on):
ax.text(104, -10, str(lineup_team.iloc[idx].on.astype(int)), fontsize=20,
fontproperties=fm_scada.prop,
ha='center', va='center')
ax.annotate('', (108, -2), (100, -2), arrowprops=green_arrow)
# plot on the last Pass Map
# (note ax=ax as we have cycled through to the last axes in the loop)
pitch.kdeplot(x=passes_excl_set.x, y=passes_excl_set.y, ax=ax,
cmap=cmr.lavender,
levels=100,
thresh=0, shade=True)
ax.text(0, -5, f'{team}: Open Play Pass Heatmap', ha='left', va='center',
fontsize=20, fontproperties=fm_scada.prop)
# remove unused axes (if any)
for ax in axs.flat[11 + num_sub:-1]:
ax.remove()
# endnote text
ax_endnote.text(0, 0.5, 'The format is copied from @DymondFormation',
fontsize=20, fontproperties=fm_scada.prop, va='center', ha='left')
# to get the left position to align with the pitches I plotted it once with a random
# left position (e.g. 0.5) and then used the following code
# bbox_sb = ax_sb_logo.get_position()
# bbox_endnote = ax_endnote.get_position()
