Using Python for Financial and Voting Data Analysis

SUMMARY

Two large and different data sets were used to write two robust Python scripts in Visual Studio Code (VSCode). Each script runs separately to make sure the code works for its respective dataset: Financial data and Voting data. The two data sets are uniquely different. One data set if from a bank and the other is voting data from a rural town. The purpose of the analysis was to demonstrate how each data set required a thoughtful break down of tasks into discrete mini-objectives to render the printing of the analysis to the terminal for immediate visual results and exporting a text file of the results for documentation purposes.

FINANCIAL DATA SET - PORTION OF PYTHON CODE FOLLOWED BY TEXT FILE:

# look into using a variable to print instead of multiple print statements
print (f"Total number of months:{(Total_months)}")
print (f"Net total amount of Profit/losses: {int(Net_total)}")
print (f"The average in the changes in Profit/losses: {(Average_change)}")
print (f"The greatest increase in Profits: {int(Max_change)}")
print (f"The greatest decrease in Profits: {int(Min_change)}")

file.write("Total number of months: {}\n".format(Total_months))
file.write("Net total amount of Profit/losses: {}\n".format(int(Net_total)))
file.write("The average in the changes in Profit/losses: {:0.2f}\n".format(Average_change))
file.write("The greatest increase in Profits: {}\n".format(int(Max_change)))
file.write("The greatest decrease in Profits: {}\n".format(int(Min_change)))

file.close()

Total number of months: 86
Net total amount of Profit/losses: 38382578
The average in the changes in Profit/losses: -2261.90
The greatest increase in Profits: 1926159
The greatest decrease in Profits: -2196167

VOTING DATA SET - PORTION OF PYTHON CODE FOLLOWED BY TEXT FILE:

print (f"Total number of votes:{(Total_vote)}")
print (f"All the candidates:{list(Candidate.keys())}") 
file.write(f"Total number of votes:{(Total_vote)}\n")
file.write(f"All the candidates:{list(Candidate.keys())}\n")

for k, v in Candidate.items():
    print ('Candidate {} got {} votes which is {:.2f}% of total votes'.format(k, v, v * 100.0 / Total_vote))     
    file.write('Candidate {} got {} votes which is {:.2f}% of total votes\n'.format(k, v, v * 100.0 / Total_vote))
    
    if v > winner_vote_count:
        winner_vote_count = v
        winner = k
print (f"The winner is: {(winner)}")
file.write (f"The winner is: {(winner)}\n")

file.close()

Total number of votes:3521001
All the candidates:['Khan', 'Correy', 'Li', "O'Tooley"]
Candidate Khan got 2218231 votes which is 63.00% of total votes
Candidate Correy got 704200 votes which is 20.00% of total votes
Candidate Li got 492940 votes which is 14.00% of total votes
Candidate O'Tooley got 105630 votes which is 3.00% of total votes
The winner is: Khan

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