Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
analysis, so we can consider removing it. mfr and type might have some influence on the nutritional profile, so we should encode them. Given that these are nominal categories without inherent order, one-hot encoding is suitable. Let’s proceed by removing the name column and applying one-hot