SAT GPA
0 1714 2.40
1 1664 2.52
2 1760 2.54
3 1685 2.74
4 1693 2.83
The above is the first 5 rows of my data set, however i want make a simple linear regression model of SAT score against GPA. i tried changing my independent variable(SAT) to 2D with the format below but i got an error message saying "series object has no attribute 'reshape'". kindly help pls
y=data.GPA
x=data.SAT.reshape([-1, 1])
--------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-57-11d5bd96e44d> in <module>()
1 y=data.GPA
----> 2 x=data.SAT.reshape([-1, 1])
3 x
~\Downloads\Anaconda2\lib\site-packages\pandas\core\generic.py in __getattr__(self, name)
5139 if self._info_axis._can_hold_identifiers_and_holds_name(name):
5140 return self[name]
-> 5141 return object.__getattribute__(self, name)
5142
5143 def __setattr__(self, name: str, value) -> None:
AttributeError: 'Series' object has no attribute 'reshape'