Working Capital Efficiency
The data from Quater 3 in 2022 to Quater 2 in 2023 includes 3 quarters.

Liabilities on Revenue
Current assets on Revenue

Cost Efficiency
The data from Quater 3 in 2022 to Quater 2 in 2023 includes 3 quarters.

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

Invest Efficiency
The data from Quater 3 in 2022 to Quater 2 in 2023 includes 3 quarters.

Retained Earning on Assets
Earning Per Share


Financial statement data from Q3 2022 to Q2 2023 encompasses working capital, cost, and investment efficiency metrics.  Key ratios include liabilities and current assets relative to revenue, retained earnings against revenue and assets, SG&A expense ratio, and earnings per share.  Data quality checks are needed to remove any errors (all-zero values) and potential outliers before reliable analysis can be conducted.