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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2022 | Dec. 31, 2021 | Dec. 31, 2020
Cash flows from operating activities: |  |  |
Net income | $ 265,945 | $ 199,223 | $ 196,346
Adjustments required to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization | 176,546 | 184,092 | 182,026
Stock-based compensation | 182,704 | 153,030 | 101,667
Accrued severance pay, net | 1,171 | 597 | 1,323
Amortization of premium and discount and accrued interest on marketable securities | 8,322 | 11,867 | (633)
Deferred taxes, net | (52,618) | (39,316) | (33,241)
Changes in operating assets and liabilities: |  |  |
Trade receivables, net | (129,712) | (85,778) | 22,245
Prepaid expenses and other current assets | (31,673) | (79,624) | (80,665)
Trade payables | 19,923 | (389) | 4,094
Accrued expenses and other liabilities | 33,684 | 64,179 | 14,875
Operating lease right-of-use assets | 20,393 | 15,075 | 18,167
Deferred revenues | 6,417 | 30,770 | 63,202
Operating lease liabilities | (26,191) | (18,011) | (19,569)
Amortization of discount on long-term debt | 4,582 | 14,469 | 13,297
Loss in respect of debt extinguishment | 1,206 | 13,969 | 0
Other | (984) | (2,337) | (2,828)
Net cash provided by operating activities | 479,715 | 461,816 | 480,306
Cash flows from investing activities: |  |  |
Purchase of property and equipment | (31,893) | (24,771) | (24,186)
Purchase of investments | (396,297) | (322,129) | (583,115)
Proceeds from investments | 355,560 | 270,645 | 328,593
Payments for business acquisitions, net of cash acquired | (29,724) | (142,804) | (147,261)
Capitalization of internal use software costs | (49,997) | (42,440) | (39,098)
Net cash used in investing activities | (152,351) | (261,499) | (465,067)
Cash flows from financing activities: |  |  |
Proceeds from issuance of shares upon exercise of options | 953 | 4,426 | 8,865
Purchase of treasury shares | (144,944) | (73,180) | (48,272)
Dividends paid to non-controlling interest | (376) | (1,754) | 0
Capital lease payments | 0 | 0 | (177)
Purchase of subsidiaries shares from non-controlling interest | 0 | (14,000) | 0
Proceeds from issuance of exchangeable senior notes, net | 0 | 0 | 451,421
Repayment of debt | (20,132) | (177,308) | (215,000)
Net cash provided by (used in) financing activities | (164,499) | (261,816) | 196,837
Effect of exchange rate changes on cash | (8,425) | (2,112) | 1,868
Net change in cash, cash equivalents and restricted cash | 154,440 | (63,611) | 213,944
Cash, cash equivalents and restricted cash at the beginning of the year | 378,656 | 442,267 | 228,323
Cash, cash equivalents and restricted cash at the end of the year | 533,096 | 378,656 | 442,267
Reconciliation of cash, cash equivalents and restricted cash reported in the consolidated balance sheet: |  |  |
Cash and cash equivalents | 529,596 | 378,656 | 442,267
Restricted cash included in other current assets | 3,500 | 0 | 0
Total cash, cash equivalents and restricted cash shown in the statement of cash flows | 533,096 | 378,656 | 442,267
Cash paid during the year for: |  |  |
Income taxes | 123,586 | 97,258 | 83,251
Interest | 2,974 | 688 | 7,829
Non-cash activities: |  |  |
Increase in accrued expenses and other liabilities with respect to purchase of treasury shares | $ 0 | $ 4 | $ 112

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