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 analysis of three quarters (Q2 2021 to Q1 2022) assesses working capital, cost, and investment efficiency.  Key metrics include the ratios of liabilities and current assets to revenue, retained earnings to revenue, the SG&A expense ratio, ROA, and EPS. Data quality (removing zero values and outliers) is critical.