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.. ipython:: python
tips["date1"] = pd.Timestamp("2013-01-15")
tips["date2"] = pd.Timestamp("2015-02-15")
tips["date1_year"] = tips["date1"].dt.year
tips["date2_month"] = tips["date2"].dt.month
tips["date1_next"] = tips["date1"] + pd.offsets.MonthBegin()
tips["months_between"] = tips["date2"].dt.to_period("M") - tips[
"date1"
].dt.to_period("M")
tips[
["date1", "date2", "date1_year", "date2_month", "date1_next", "months_between"]
]
.. ipython:: python
:suppress:
tips = tips.drop(
["date1", "date2", "date1_year", "date2_month", "date1_next", "months_between"],
axis=1,
)
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