readability

When the multiply operation is performed on two-dimensional matrixes, use np.matmul() instead of np.dot() in NumPy for better semantics.

Explicitly select columns and set DataType in Pandas.

Explicitly specify on, how and validate parameter for df.merge() API in Pandas for better readability.