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


The analysis covers three quarters (Q3 2020-Q2 2021) of financial data.  Key metrics include working capital efficiency, the ratio of liabilities and current assets to revenue, cost efficiency (including SG&A), investment efficiency, retained earnings on assets, and earnings per share. Data cleaning (removing zeros and outliers) is necessary.