Pandas dictionary dataframe help

[snippsat]

Try this,i see your username in not just a string but a variable that get as argument from function.

user_df = pd.DataFrame(credentials[username], index=[0])

Basic test to see if this work.

import pandas as pd

credentials = dict()
credentials['username'] = {"password" : 123, "email" : 'test@org', "phone_number" : 55667788, "notes" : 'hei'}
user_df = pd.DataFrame(credentials['username'], index=[0])
print(user_df)

Output:
   password     email  phone_number notes
0       123  test@org      55667788   hei