Python Coding Question Use the sacramento.csv file to complete the following assignment. Create a file, sacramento.py, that loads the .csv file and runs a logistic regression. The regression should predict whether or not a house has 1 or more than one bathroom based on beds, sqft, and price, in that order. Note: you will not need to upload the .csv to CodeGrade because I have pre-loaded it. You will need to create a new variable from baths, and it should make it such that those observations of 1 bath correspond to a value of 0, and those with more than 1 bath correspond to a 1. Make sure to add a constant using sm.add_constant(X) Your file should print the results in this way: print(mod.params.round(2)) print(mod.pvalues.round(2)) print('The smallest p-value is for sqft')

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Python Coding Question

  • Use the sacramento.csv file to complete the following assignment.  Create a file, sacramento.py, that loads the .csv file and runs a logistic regression.  The regression should predict whether or not a house has 1 or more than one bathroom based on beds, sqft, and price, in that order.  Note: you will not need to upload the .csv to CodeGrade because I have pre-loaded it.
  • You will need to create a new variable from baths, and it should make it such that those observations of 1 bath correspond to a value of 0, and those with more than 1 bath correspond to a 1.
  • Make sure to add a constant using sm.add_constant(X)
  • Your file should print the results in this way:

 

print(mod.params.round(2))

print(mod.pvalues.round(2))

print('The smallest p-value is for sqft')

 

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