Constructing DataFrames from Variables: Best Practices and Workarounds for Common Pitfalls

Resolving Ambiguous Truth Values in Pandas Series: A Practical Approach Using NumPy Select

Understanding Error Handling in Pandas DataFrames with `np.where`