Saudi Arabia Ham vs Ver incident

data.py

import fastf1 as ff1
from fastf1 import plotting
from matplotlib import pyplot as plt

plotting.setup_mpl()

ff1.Cache.enable_cache('/Volumes/My Passport/Documents/f1/cache')  # optional but recommended

race = ff1.get_session(2021, 'Saudi Arabia Grand Prix', 'R')
laps = race.load_laps(with_telemetry=True)
ver = laps.pick_driver('VER')
ham = laps.pick_driver('HAM')

ver_car = ver.get_car_data()
ham_car = ham.get_car_data()

ver_lap37 = ver[ver['LapNumber'] == 37].get_car_data()
ver_lap36 = ver[ver['LapNumber'] == 36].get_car_data()

ham_lap37 = ham[ham['LapNumber'] == 37].get_car_data()
ham_lap36 = ham[ham['LapNumber'] == 36].get_car_data()

t36 = ver_lap36['Time']
v36 = ver_lap36['Speed']
t37 = ver_lap37['Time']
v37 = ver_lap37['Speed']
fig, ax = plt.subplots()
ax.plot(t36, v36, label='VER 36', color='#253cfa')
ax.plot(t37, v37, label='VER 37', color='#4e61fb')
t36 = ham_lap36['Time']
v36 = ham_lap36['Speed']
t37 = ham_lap37['Time']
v37 = ham_lap37['Speed']
ax.plot(t36, v36, label='HAM 36', color='#0ff0fa')
ax.plot(t37, v37, label='HAM 37', color='#6ff6fc')
t37 = ver_lap37['Time']
b37 = ver_lap37['Brake']
ax.plot(t37, b37, label='VER brake 37', color='#4e61fb')
t37 = ham_lap37['Time']
b37 = ham_lap37['Brake']
ax.plot(t37, b37, label='HAM brake 37', color='#6ff6fc')
t36 = ver_lap36['Time']
b36 = ver_lap36['Brake']
ax.plot(t36, b36, label='VER brake 36', color='#253cfa')
t36 = ham_lap36['Time']
b36 = ham_lap36['Brake']
ax.plot(t36, b36, label='HAM brake 36', color='#0ff0fa')
ax.set_xlabel('Time')
ax.set_ylabel('Speed [Km/h]')
ax.set_title('VER vs HAM')
ax.legend()
plt.show()