A dataframe is a bad abstraction

Trading away robustness for simplicity can backfire long term

Data professionals, I have a spicy take for you today. Get ready to sharpen your pitchforks and light your torches. Here it goes:

Dataframes are a poor abstraction and lead to fragile software.