How to resolve AttributeError: ‘DataFrame’ object has no attribute

Check your DataFrame with data.columns

It should print something like this

Index([u'regiment', u'company',  u'name',u'postTestScore'], dtype="object")

Check for hidden white spaces..Then you can rename with

data = data.rename(columns={'Number ': 'Number'})