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Created 3 years ago
# Import required packages
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
import warnings
warnings.filterwarnings("ignore")
import seaborn as sns# Read the data set
data = pd.read_csv('telecom_churn_data.csv')
from IPython.display import display
pd.options.display.max_columns = None
pd.options.display.max_rows = 200data.head()Data Cleaning
# Checking for null value percentage in every column
null_df = pd.DataFrame(data.isnull().sum()*100/len(data))
null_df.columns = ['Count']