python - how to get rid of pandas converting large numbers in excel sheet to exponential?

Question

In the excel sheet , i have two columns with large numbers.

But when i read the excel file with read_excel() and display the dataframe,

those two columns are printed in scientific format with exponential.

How can get rid of this format?

Thanks

Output in Pandas

Answer 1

The way scientific notation is applied is controled via pandas' display options:

pd.set_option('display.float_format', '{:.2f}'.format)
df = pd.DataFrame({'Traded Value':[67867869890077.96,78973434444543.44],
                   'Deals':[789797, 789878]})
print(df)
       Traded Value   Deals
0 67867869890077.96  789797
1 78973434444543.44  789878

If this is simply for presentational purposes, you may convert your data to strings while formatting them on a column-by-column basis:

df = pd.DataFrame({'Traded Value':[67867869890077.96,78973434444543.44],
                   'Deals':[789797, 789878]})
df

    Deals   Traded Value
0   789797  6.786787e+13
1   789878  7.897343e+13


df['Deals'] = df['Deals'].apply(lambda x: '{:d}'.format(x))
df['Traded Value'] = df['Traded Value'].apply(lambda x: '{:.2f}'.format(x))
df    

     Deals       Traded Value
0   789797  67867869890077.96
1   789878  78973434444543.44

An alternative more straightforward method would to put the following line at the top of your code that would format floats only:

pd.options.display.float_format = '{:.2f}'.format