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CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Oct. 31, 2023 | Oct. 31, 2022 | Oct. 31, 2023 | Oct. 31, 2022
Cash flows from operating activities |  |  |  |
Net income | $ 135,158 | $ 108,457 | $ 378,307 | $ 299,173
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |  |
Depreciation and amortization | 8,364 | 7,157 | 24,000 | 21,443
Reduction of operating lease right-of-use assets | 2,860 | 3,094 | 8,885 | 9,062
Accretion of discount on short-term investments | (8,515) | (1,565) | (19,298) | (1,016)
Stock-based compensation | 101,226 | 93,187 | 294,840 | 256,363
Amortization of deferred costs | 3,542 | 5,378 | 12,843 | 17,107
Deferred income taxes | (33,405) | (31,056) | (80,132) | (84,369)
Loss on foreign currency from mark-to-market derivative | 1,388 | 7 | 841 | 1,193
Bad debt expense | 134 | 1,089 | 630 | 1,210
Changes in operating assets and liabilities: |  |  |  |
Accounts receivable | 123,428 | 69,272 | 446,921 | 387,066
Unbilled accounts receivable | (7,296) | (4,307) | 37,337 | (18,819)
Deferred costs | (812) | (5,376) | (751) | (11,876)
Prepaid expenses and other current and long-term assets | (16,051) | 7,326 | (6,806) | (3,750)
Accounts payable | (13,556) | 10,002 | (5,502) | 20,663
Accrued expenses and other current liabilities | (8,443) | 5,465 | (9,572) | 2,654
Income taxes payable | (17,583) | 49,323 | 1,614 | 46,705
Deferred revenue | (192,037) | (174,544) | (228,120) | (222,013)
Operating lease liabilities | 27 | (2,624) | (4,263) | (7,736)
Other long-term liabilities | 4,169 | 2,375 | 1,796 | 4,013
Net cash provided by operating activities | 82,598 | 142,660 | 853,570 | 717,073
Cash flows from investing activities |  |  |  |
Purchases of short-term investments | (541,502) | (710,833) | (2,142,068) | (1,716,250)
Maturities and sales of short-term investments | 474,088 | 310,713 | 1,170,881 | 757,434
Long-term assets | (5,910) | (5,609) | (18,461) | (9,605)
Net cash used in investing activities | (73,324) | (405,729) | (989,648) | (968,421)
Cash flows from financing activities |  |  |  |
Proceeds from exercise of common stock options | 13,956 | 4,575 | 52,184 | 30,116
Taxes paid related to net share settlement of equity awards | (20,845) | (15,118) | (57,888) | (47,251)
Net cash used in financing activities | (6,889) | (10,543) | (5,704) | (17,135)
Effect of exchange rate changes on cash, cash equivalents, and restricted cash | (1,282) | (1,475) | (973) | (4,398)
Net change in cash, cash equivalents, and restricted cash | 1,103 | (275,087) | (142,755) | (272,881)
Cash, cash equivalents, and restricted cash at beginning of period | 745,792 | 1,143,431 | 889,650 | 1,141,225
Cash, cash equivalents, and restricted cash at end of period | 746,895 | 868,344 | 746,895 | 868,344
Cash, cash equivalents, and restricted cash at end of period: |  |  |  |
Cash and cash equivalents | 743,712 | 865,159 | 743,712 | 865,159
Restricted cash included in other long-term assets | 3,183 | 3,185 | 3,183 | 3,185
Cash, cash equivalents, and restricted cash at end of period | 746,895 | 868,344 | 746,895 | 868,344
Supplemental disclosures of other cash flow information: |  |  |  |
Cash paid for income taxes, net of refunds | 93,590 | 2,936 | 100,856 | 110,708
Excess tax benefits from employee stock plans | 3,275 | 888 | 68,575 | 5,981
Non-cash investing activities: |  |  |  |
Changes in accounts payable and accrued expenses related to property and equipment purchases | $ 1,146 | $ (17) | $ 100 | $ (458)

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