2ba94913fb
new file: aggregates/a-b project/code.py new file: aggregates/codecademy_code/script.py new file: aggregates/codecademy_code/test1.py modified: aggregates/orders.csv new file: aggregates/python-aggregatesI.py new file: aggregates/python-aggregatesII.py new file: aggregates/python-aggregatesIII.py new file: aggregates/python-aggregatesIV.py new file: aggregates/python-aggregatesV.py Added aggregate files
18 lines
537 B
Python
18 lines
537 B
Python
import pandas as pd
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ad_clicks = pd.read_csv('ad_clicks.csv')
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print(ad_clicks.head(10))
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click_source = ad_clicks.groupby('utm_source').user_id.count().reset_index()
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print(click_source)
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ad_clicks['is_click'] = ~ad_clicks.ad_click_timestamp.isnull()
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clicks_by_source = ad_clicks.groupby(['utm_source', 'is_click']).user_id.count().reset_index()
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print(clicks_by_source)
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clicks_pivot = clicks_by_source.pivot(columns='is_click', index='utm_source', values='user_id').reset_index()
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print(clicks_pivot)
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clicks_pivot['percent_clicked'] =
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