Description
Pandas version checks
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I have checked that this issue has not already been reported.
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I have confirmed this bug exists on the latest version of pandas.
-
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
import pandas as pd
assert pd.__version__ == "2.2.2"
df = pd.DataFrame(
{
"index1": [2, 1],
"index2": [2, 1],
"index3": [2, 1],
"value": [2, 1],
},
)
df = df.set_index(["index1", "index2", "index3"])
df.unstack(("index2", "index1"), sort=False)
Issue Description
When using triple indices and unstacking two, the data is mapped to the wrong index value when using sort=False
. In the example the data should be on the diagonal.
Expected Behavior
The output with sort=True
seems valid, but with the unsorted index.
Installed Versions
INSTALLED VERSIONS
commit : d9cdd2e
python : 3.11.6.final.0
python-bits : 64
OS : Darwin
OS-release : 23.4.0
Version : Darwin Kernel Version 23.4.0: Wed Feb 21 21:44:54 PST 2024; root:xnu-10063.101.15~2/RELEASE_ARM64_T6031
machine : arm64
processor : arm
byteorder : little
LC_ALL : None
LANG : None
LOCALE : None.UTF-8
pandas : 2.2.2
numpy : 1.26.4
pytz : 2024.1
dateutil : 2.9.0.post0
setuptools : 70.0.0
pip : 24.0
Cython : None
pytest : 8.2.2
hypothesis : None
...
zstandard : None
tzdata : 2024.1
qtpy : None
pyqt5 : None