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


The analysis across both periods (Q1 2021 - Q3 2021 and Q2 2021 - Q1 2022) centers on operational and financial efficiency.  Key ratios including working capital, cost and investment efficiency are compared.  The relationship of liabilities and current assets to revenue are considered, as are SG&A expense ratio, retained earnings on assets, and earnings per share.  Data cleaning procedures removed outliers and zero values.