Analyzing retention rates for the campaign
Now that you've calculated the total subscribers and retained subscribers, you can settle the question of which channel had the highest retention rate.
In this exercise, you will calculate the retention rate for each subscription channel and visualize your results.
Este exercício faz parte do curso
Analyzing Marketing Campaigns with pandas
Instruções do exercício
- Divide
retention_subs
byretention_total
to get the retention rate by subscribing channel by date subscribed. - Add the title
'Retention Rate by Subscribing Channel'
. - Name the x-axis label and y-axis label
'Date Subscribed'
and'Retention Rate (%)'
respectively. - Place the legend in the
upper right
and display the plot.
Exercício interativo prático
Experimente este exercício completando este código de exemplo.
# Divide retained subscribers by total subscribers
retention_rate = ____/____
retention_rate_df = pd.DataFrame(retention_rate.unstack(level=1))
# Plot retention rate
retention_rate_df.plot()
# Add a title, x-label, y-label, legend and display the plot
____
____
____
____
plt.show()