Created
July 6, 2019 20:26
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SERP Analysis - Lost Keywords
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# for each query, find min & max date | |
df_by_query_date = df.groupby("query").aggregate({"date": ["min","max"], "clicks": "sum", | |
"impressions": "sum", "position": "mean"}).sort_values(("impressions","sum"),ascending=False) | |
# filter to just queries in above the median in impressions | |
df_by_query_date = df_by_query_date[df_by_query_date[("impressions","sum")] >= df_by_query_date[("impressions","sum")].quantile(0.50)] | |
# find all queries that haven't appeared in the last two weeks | |
df_by_query_date[df_by_query_date[("date","max")] < datetime.datetime.now() - datetime.timedelta(days=14)].head(5) |
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