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

Liabilities on Revenue
Current assets on Revenue

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

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

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

Retained Earning on Assets
Earning Per Share


Financial data encompasses three quarters (Q3 2021-Q2 2022), encompassing working capital, cost, and investment efficiency.  It includes key ratios such as liabilities/revenue, current assets/revenue, retained earnings/revenue, SG&A expense ratio, retained earnings/assets, and earnings per share.  Data cleaning to remove all-zero entries and outliers is critical.  Important sections are to be prioritized.