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 | |
---|---|---|
0 | JLCN5XG55equRGsPDTMmjhSGsp0zcNVApBxG4YYvYJ18jO... | ewAK70CieK3dhYss7zdgI3gxHMv7X2m9cMCX0xMkqTdK6j... |
1 | nrsDfgxaM0GYttHyA1cXP6nMLnpEePmdYDqAz4Yi5BwLFR... | eh5QbWDiIPMebFQNP2NW1giBf2CsEFz2ZwFuQjpflGraqh... |
2 | 5XsSk7TvBMUjuMUv4ZdCkEQzBq8OR7sjdu7bl36F6OxzK6... | 9INQKnUIe9963mXEGsrkzsXXM1WlMu4qbua7VQlswNzDhD... |
3 | Bfcn55GO49yReQlRbBbpr0GvV7cKQClj88ZGdLWzdvNZmg... | 2myObS5w3faOsPu65wdQD3pESYsQatW93KQWKZiRB8iZ2w... |
4 | IDPRvLjPDzksNY1bzolocNZRnUswR5sxb08jT0TzbdNRvK... | xW64SQBOgRCagGbDJptrVZFTjkJYtrrjjZyiEqWHihtGEY... |
... | ... | ... |
95 | 0iZ3XbJEZFRHTTVPSZ3tlPhFDOBAh6xmf8xLNDdaoiA7i9... | xiYsROvLQog1Mk69TdUFdXvUZEJXTe169RE8FttYkOsAC1... |
96 | OMFH0X2q5qUbaBhUV8a282idfSKcgYBamGJysha2bwRRm7... | bHe3x8nm9vm32EQSgcexJpOh4e8J52pLWJ0HdvtaxTQWiq... |
97 | 0X62p8GAyT1kUchlHKVqRO7XXSkRdajXfY1H3xu7HjVY6e... | hfsRfatEbhNnJPuY3XcxwpHGF0awUIeqKOljeg30fC5iwa... |
98 | fS3fMMHLvtTJxKXOsiWLmmCzj5Iec4OaedvxwN49UYeg6Z... | 8dKNo0amwCBObLmBa79GQ5ILqs2UsVdtjxwajnghiruhgU... |
99 | EHXfsAwpDKnfiQEdCAptOOBXkUOjQkWerBNXaVaIof7HVN... | IHUFxSQbNvoiuq1VwYKnrCu6a1WLL9sjBpYeKnwVazxucK... |
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 | |
---|---|---|
0 | JLCN5XG55equRGsPDTMmjhSGsp0zcNVApBxG4YYvYJ18jOaXhzX9MouTSr2tx3x53QkrP9mYjrKFE6RG | ewAK70CieK3dhYss7zdgI3gxHMv7X2m9cMCX0xMkqTdK6jIv90QKNmq2JVSY1VajPi2jeUrFEoT5T3ef |
1 | nrsDfgxaM0GYttHyA1cXP6nMLnpEePmdYDqAz4Yi5BwLFRfPbIfo4ka94KB6eeZJz7GOv9dFLRiTzC21 | eh5QbWDiIPMebFQNP2NW1giBf2CsEFz2ZwFuQjpflGraqhuzgj1PdRR4E3ektBxKUVy91GaTaREfVnAP |
2 | 5XsSk7TvBMUjuMUv4ZdCkEQzBq8OR7sjdu7bl36F6OxzK6aVwWaL2GFLEgep3xfOGSCbOeSliEafEcr3 | 9INQKnUIe9963mXEGsrkzsXXM1WlMu4qbua7VQlswNzDhDqa0P2afcm2nEtfyejKbJpLPjj2yHRRTp5q |
3 | Bfcn55GO49yReQlRbBbpr0GvV7cKQClj88ZGdLWzdvNZmgW2dkBZE5rVpwRKuWpoMV2sqxn5PjAHGwCL | 2myObS5w3faOsPu65wdQD3pESYsQatW93KQWKZiRB8iZ2wg52i7FjGZAX9hCWoUaawEaVVPs4ZBOYIhF |
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