When printing a pandas dataframe in jupyter, no horizontal scroll is created, instead columns that don't fit are printed after the columns that fit.
Toy example:
d = {'long_column_name1': [1, 2,3,4,5,6,7,8,9],
'long_column_name2': [1, 2,3,4,5,6,7,8,9],
'long_column_name3': [1, 2,3,4,5,6,7,8,9],
'long_column_name4': [1, 2,3,4,5,6,7,8,9],
'long_column_name5': [1, 2,3,4,5,6,7,8,9],
'long_column_name6': [1, 2,3,4,5,6,7,8,9],
'long_column_name7': [1, 2,3,4,5,6,7,8,9],
'long_column_name8': [1, 2,3,4,5,6,7,8,9]}
df = pd.DataFrame(data=d)
print(df)

In this case there are only 9 rows, and 8 columns, which is still readable, but having more rows and columns will make it really hard to read.
Is there a way that all columns are printed horizontally, adding an horizontal scrollbar if needed?
You can try df instead of print(df). Which makes it scrollable.
And if you want the columns to be printed horizontal you could use df.transpose().
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