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DUOS TECHNOLOGIES GROUP, INC. (DUOT)
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| Operating Efficiency |
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Annual |
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| In millions, except per share items | Dec-31-22 | Dec-31-21 | Dec-31-20 | Dec-31-19 | Dec-31-18 | Dec-31-17 | Dec-31-16 | Dec-31-15 |
| | Source | Source | Source | Source | Source | Source | Source | Source |
| Turnover Ratios |
| Inventory turnover | 11.9 | 30.3 | 138.8 | | | | | |
| Asset turnover | 1.3 | 1.0 | 1.3 | 2.7 | 3.3 | 1.9 | 4.9 | 6.4 |
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| Returns on Capital |
| ROIC (excluding intangibles) | -113.6% | -355.9% | -2393.8% | | | | | |
| ROIC (including intangibles) | -91.2% | -158.8% | 1776.8% | -228.4% | 118.9% | 293.3% | 49.6% | 20.2% |
| ROE | -169.5% | -954.2% | -352.2% | 1890.9% | 918.2% | -553.1% | 33.4% | 17.3% |
| ROA | -52.4% | -78.6% | -103.6% | -43.5% | -35.0% | -120.1% | -150.1% | -49.6% |
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| Cash Conversion Cycle |
| Days sales outstanding | 83.1 | 76.8 | 56.5 | 69.9 | 46.6 | 28.0 | 15.4 | 24.4 |
| Days payables outstanding | 81.4 | 61.3 | 28.0 | 134.7 | 75.6 | 129.3 | 112.6 | 59.7 |
| Days inventory outstanding | 50.8 | 17.5 | 5.3 | | | | | |
| Cash conversion cycle | 52.5 | 33.0 | 33.7 | -64.8 | -28.9 | -101.2 | -97.2 | -35.3 |
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