The size of an entire data frame is less than the sum of the split data frames. This is because the dataframe stores not only the values of columns and rows, but also the arguments of the dataframe: dimension, row indices. And when we split the dataframe into smaller parts, each of them kept its dimension, the indexes of the strings, and therefore the amount of memory occupied increased.

Thank you very much, you helped me a lot.