ProgramRun.py

import pandas as pd
import os
import sys
import warnings
import plotly.express as px
from FunctionLibrary import *

warnings.filterwarnings("ignore")

# Next 3 lines call clean_loandata function and save cleaned data to cleaned_function.csv
df = pd.read_csv(check_file('train.csv'))
df_clean = clean_loandata(df)
df_clean.to_csv('cleaned_function.csv', index = False)

df_cleaner= pd.read_csv(check_file('cleaned_function.csv'))

# Next 1 line call pie_chart function
pie_chart(df_cleaner, 'Loan_Status')

#Next 4 lines call bar_graph function
bar_graph(df_cleaner, 'Gender')
bar_graph(df_cleaner, 'Married')
bar_graph(df_cleaner, 'Education')
bar_graph(df_cleaner, 'Self_Employed')

# Next 1 line call histogram function
histogram(df_cleaner, 'ApplicantIncome')

# Next 2 lines call box_plot function
box_plot(df_cleaner, 'Loan_Status', 'ApplicantIncome')
box_plot(df_cleaner, 'Loan_Status', 'CoapplicantIncome')

# Next 2 lines call double_histogram function
double_histogram(df_cleaner, 'Credit_History', 'Loan_Status')
double_histogram(df_cleaner, 'Property_Area', 'Loan_Status')