CODE EXAMPLE FOR PYTHON

sample mapping in pandas

# Create a dictionary that maps strings to integers
mapping = {'a':8, 'b':23, 'c':45}

# Convert the 'stop_duration' strings to integers using the 'mapping'
df['column'] = df.column.map(mapping)