Hey there, thanks for sharing your question and welcome to the community! The error “Length of values (4) does not match length of index (1)” happens because your MultiIndex has 4 rows, but your data only has 4 rows of 3 values each—so the shape doesn’t match the index and columns. It could be possible that the issue is with the shape of your data and the index.