image_output_1.png
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)

data = pd.read_csv('/kaggle/input/brainly/IC2 Data Analyst Taske home task - dataset for Part 2 - 2.1.csv')

data.shape

data.sort_values(by=['action_date'], inplace=True)

cats = ['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday']

data.groupby(['week_number'])['conversion_rate_to_unlockpage '].sum().plot(figsize=(16, 6), subplots=True)