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


Working capital efficiency, cost efficiency, and investment efficiency are analyzed across three quarters (Q3 2020 to Q2 2021).  Key financial ratios like liabilities-to-revenue, retained earnings-to-revenue, SG&A expense ratio, retained earnings on assets, and earnings per share are also examined.  The analysis aims to identify trends and potential outliers in these metrics.  Crucially, zero values are flagged as errors and excluded, while outliers are also removed to ensure reliable insights.