Pandas: Save DataFrame with nan

Wondering why NaN is not saved by pd.to_csv??
Without the keyword na_rep, NaN (np.nan) will not be saved.

df.to_csv('netAnalysis_sd5n_new.txt',sep=' ',na_rep='nan')