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

Liabilities on Revenue
Current assets on Revenue

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

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

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

Retained Earning on Assets
Earning Per Share


Three quarters (Q1 2022-Q3 2022) of financial data are analyzed for working capital, cost, and investment efficiency.  Key ratios like Liabilities/Revenue, Current Assets/Revenue, SG&A expense ratio, Retained Earnings/Assets, and Earnings Per Share are examined. Data validation is needed to ensure data quality by removing zero values and outliers.