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Invalid comparison First you are not passing a lambda function to the filter version which makes it default to the identity function When defining if not None in the list comprehension you are defining a lambda function notice the MAKE FUNCTION statement Per [expr.prim.lambda]/17, only id-expression s referring to entities captured by copy are transformed into a member access on the lambda closure type; id-expression s referring to entities captured by reference are left alone, and still denote the same entity they would have denoted in the enclosing scope.

Lambda Chi Alpha SymbolsAs @unutbu mentioned, the issue is not with the number of lambda functions but rather with the keys in the dict passed to agg() not being in data as columns. OP seems to have tried using named aggregation, which assign custom column headers to aggregated columns. Mar 8 2011 nbsp 0183 32 I want to know what exactly is lambda in python and where and why it is used thanks