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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2023 | Dec. 31, 2022 | Dec. 31, 2021
Cash flows from operating activities: |  |  |
Net income | $ 597,599 | $ 340,660 | $ 948,581
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization | 82,660 | 67,855 | 57,844
Stock-based compensation | 215,889 | 188,420 | 183,006
Deferred income taxes | (158,898) | 57,091 | (465,604)
Other, net | 22,579 | 17,366 | 1,417
Unrealized (gain) loss on long term investments | (43,893) | 87,590 | 24,072
Loss on change in fair value of acquisition-related contingent consideration | 29,202 | 12,149 | 14,741
Changes in operating assets and liabilities: |  |  |
Accounts receivable | (98,678) | (28,579) | (134,306)
Prepaid expenses and other assets | (42,491) | (30,739) | (64,080)
Inventory | (170,151) | (67,504) | (20,965)
Accounts payable | (167,945) | 105,436 | 73,343
Accrued and other liabilities | 230,614 | 220,196 | 131,439
Net cash provided by operating activities | 496,487 | 969,941 | 749,488
Cash flows from investing activities: |  |  |
Purchase of long term investments | (10,000) | 0 | (33,510)
Sale of long term investments | 45 | 0 | 10,473
Capital expenditures | (32,486) | (77,833) | (181,006)
Payments for intangible assets | (15,000) | 0 | 0
Purchases of marketable securities | (456,020) | (79,860) | (235,167)
Sale and maturities of marketable securities | 305,784 | 79,151 | 231,511
Net cash used in investing activities | (207,677) | (78,542) | (207,699)
Cash flows from financing activities: |  |  |
Proceeds from issuance of common stock under stock plans | 35,836 | 61,115 | 58,626
Tax withholdings related to restricted and performance share vesting | (28,550) | (26,301) | (29,940)
Payment of finance lease liabilities | (3,360) | (2,862) | (2,417)
Payment of contingent consideration | (23,959) | (32,746) | (20,093)
Net cash (used in) provided by financing activities | (20,033) | (794) | 6,176
Effect of exchange rates on cash, cash equivalents, and restricted cash | (6,676) | 3,355 | (3,570)
Net increase in cash, cash equivalents, and restricted cash | 262,101 | 893,960 | 544,395
Cash, cash equivalents, and restricted cash at beginning of period | 2,953,120 | 2,059,160 | 1,514,765
Cash, cash equivalents, and restricted cash at end of period | 3,215,221 | 2,953,120 | 2,059,160
Supplemental Schedule of Cash Flow Information |  |  |
Income taxes paid | 378,206 | 136,242 | 67,731
Unpaid purchases of property and equipment | 5,052 | 3,493 | 27,098
Leased assets obtained in exchange for new operating lease liabilities | 5,275 | 6,745 | 14,416
Leased assets obtained in exchange for new finance lease liabilities | $ 2,257 | $ 1,862 | $ 1,513

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