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STATEMENT OF CONSOLIDATED INCOME - USD ($) shares in Millions, $ in Millions | 3 Months Ended | 9 Months Ended
--- | --- | ---
Jul. 30, 2017 | Jul. 31, 2016 | Jul. 30, 2017 | Jul. 31, 2016
Net Sales and Revenues |  |  |  |
Net sales | $ 6,833.0 | $ 5,861.4 | $ 18,790.7 | $ 17,737.1
Finance and interest income | 688.8 | 638.5 | 2,009.3 | 1,849.0
Other income | 286.0 | 224.5 | 920.0 | 538.3
Total | 7,807.8 | 6,724.4 | 21,720.0 | 20,124.4
Costs and Expenses |  |  |  |
Cost of sales | 5,265.1 | 4,494.2 | 14,506.5 | 13,865.3
Research and development expenses | 335.4 | 338.8 | 970.7 | 1,003.1
Selling, administrative and general expenses | 791.2 | 709.0 | 2,225.8 | 2,016.8
Interest expense | 216.3 | 200.7 | 651.3 | 564.9
Other operating expenses | 309.9 | 276.6 | 978.5 | 884.7
Total | 6,917.9 | 6,019.3 | 19,332.8 | 18,334.8
Income of Consolidated Group before Income Taxes | 889.9 | 705.1 | 2,387.2 | 1,789.6
Provision for income taxes | 253.2 | 226.5 | 748.7 | 559.9
Income of Consolidated Group | 636.7 | 478.6 | 1,638.5 | 1,229.7
Equity in income of unconsolidated affiliates | 5.6 | 10.0 | 10.0 | 7.3
Net Income | 642.3 | 488.6 | 1,648.5 | 1,237.0
Less: Net income (loss) attributable to noncontrolling interests | 0.5 | (0.2) | (0.3) | (1.6)
Net Income Attributable to Deere & Company | $ 641.8 | $ 488.8 | $ 1,648.8 | $ 1,238.6
Per Share Data |  |  |  |
Basic (in dollars per share) | $ 2.00 | $ 1.55 | $ 5.17 | $ 3.93
Diluted (in dollars per share) | $ 1.97 | $ 1.55 | $ 5.11 | $ 3.91
Average Shares Outstanding |  |  |  |
Basic (in shares) | 320.8 | 314.3 | 318.8 | 315.4
Diluted (in shares) | 325.1 | 315.7 | 322.5 | 316.7

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