Replace '-' but not negative numbers in pandas
Solution 1:
The problem should have been addressed at the time of loading the file into the DataFrame (by providing the na_values parameter to read_csv() or whatever function you used).
At this point, use operation replace(): it replaces whole words, not individual characters.
df = df.replace("-", np.nan)