Useful Pandas Options

import pandas as pd
import random
import string
import numpy as np
def random_string():
    r = ''.join([random.choice(string.ascii_letters + string.digits) for n in range(80)])
    return r

array_2d, new_row = [], []
for _ in range(100):
    for _ in range(2):
        new_row.append(random_string())
    array_2d.append(new_row)
    new_row = []
print(array_2d[0][0])
JLCN5XG55equRGsPDTMmjhSGsp0zcNVApBxG4YYvYJ18jOaXhzX9MouTSr2tx3x53QkrP9mYjrKFE6RG

Note:

  • The string being stored is too long for the default Pandas column (50 characters)
  • The number of rows is too long for the default Pandas view (50 rows).
df = pd.DataFrame(array_2d, 
                  index=np.arange(0,100,1), 
                  columns=['a','b'])
df
a b
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... ... ...
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100 rows × 2 columns

Use the following options to increase the maximum column width and maximum rows

pd.set_option('display.max_colwidth',100)
pd.set_option("display.max_rows", 100)
df = pd.DataFrame(array_2d, 
                  index=np.arange(0,100,1), 
                  columns=['a','b'])
df
a b
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