I realize that this question is very open-ended since it's not entirely clear what a "valid" character table is.
I would like to know whether creating a character table that has all of the required properties (such as row/column orthogonality, contains a trivial character, etc.) implies that there exists a group with corresponding modules and conjugacy classes.
(Edit) Additional context: I think my question could be simplified into as follows:
Does there exist a set of properties of a character table that allows us to find all finite groups by constructing character tables with those properties? Is this set different to the set of properties that a character table must meet when constructing it from some group?
\begin{array}{c|cc} &C_1&C_2\\hline \chi_1&1&1\\chi_2&2&-\frac12\end{array}
There's no group with that table (as it would have to have $1^2+2^2=5$ elements and the only group with $5$ elements is abelian).
– joriki Feb 25 '23 at 14:25