Working Capital Efficiency
The data from Quater 3 in 2020 to Quater 2 in 2021 includes 3 quarters.

Liabilities on Revenue
Current assets on Revenue

Cost Efficiency
The data from Quater 3 in 2020 to Quater 2 in 2021 includes 3 quarters.

Ratio of Retained Earnings to Revenue
Selling, General & Administrative (SG&A) Expense Ratio

Invest Efficiency
The data from Quater 3 in 2020 to Quater 2 in 2021 includes 3 quarters.

Retained Earning on Assets
Earning Per Share


Three quarters (Q3 2020 - Q2 2021) of financial data are to be analyzed. Key performance indicators include working capital efficiency, the relationship of liabilities and current assets to revenue, cost efficiency, retained earnings to revenue, SG&A expense ratio, investment efficiency, retained earnings on assets, and earnings per share.  Data validation to remove errors and outliers is necessary.