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breeko/nyc_restaurants_2.py

Created March 24, 2018 02:02
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nyc_restaurants_2.py
gb_all = df.groupby("GRADE").GRADE.agg(["count"])
gb_all["perc"] = gb_all / gb_all.sum() * 100
gb_recent = df.drop_duplicates("KEY").groupby("GRADE").GRADE.agg(["count"])
gb_recent["perc"] = gb_recent / gb_recent.sum() * 100
gb_all = gb_all.join(gb_recent,lsuffix=" all", rsuffix=" most recent")#
gb_all[["perc all", "perc most recent"]].plot(kind="bar")
gb_all.style.format("{:,.2f}")
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