Working Capital Efficiency
The data from Quater 2 in 2021 to Quater 1 in 2022 includes 3 quarters.

Liabilities on Revenue
Current assets on Revenue

Cost Efficiency
The data from Quater 2 in 2021 to Quater 1 in 2022 includes 3 quarters.

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

Invest Efficiency
The data from Quater 2 in 2021 to Quater 1 in 2022 includes 3 quarters.

Retained Earning on Assets
Earning Per Share


Financial data from Q2 2021 to Q1 2022 is analyzed for three quarters, focusing on working capital, cost and investment efficiency.  Essential ratios include liabilities and current assets in relation to revenue; the retained earnings to revenue and assets ratios; the SG&A expense ratio; and earnings per share.  Rigorous data cleaning is necessary; zero values across all periods and outliers should be removed.