Simple Regression with Python

The reticulate package provides a comprehensive set of tools fot interoperability between Python and R.

# Data Preprocessing Template
# Importing the libraries
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd

# print(r.df.head())

# Importing the dataset
df = pd.read_csv(r"C:\07 - R Website\dataset\PY\Salary_Data.csv") # load the data
df.head(10) # show firt 10 observations
# 
# Preprocessing Input data

##    YearsExperience   Salary
## 0              1.1  39343.0
## 1              1.3  46205.0
## 2              1.5  37731.0
## 3              2.0  43525.0
## 4              2.2  39891.0
## 5              2.9  56642.0
## 6              3.0  60150.0
## 7              3.2  54445.0
## 8              3.2  64445.0
## 9              3.7  57189.0

X = df.iloc[:, 0]
Y = df.iloc[:, 1]
# plt.scatter(X, Y)
# plt.show()