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      "text": "($ in thousands) Q3-21 Q4-21 Q1-22 Q2-22 Q3-22 Reconciliation of operating expenses (cont.): GAAP general and administrative 14,698 16,881 18,870 22,466 22,348 Less: Share-based compensation 5,587 5,788 6,459 7,833 7,108 Non-GAAP general and administrative 9,111 11,093 12,411 14,633 15,240 Reconciliation of operating loss and margin: GAAP operating loss (29,211) (31,598) (67,496) (46,180) (28,239) Add: Share-based compensation 19,762 21,669 23,666 30,822 26,054 Non-GAAP operating loss (9,449) (9,929) (43,830) (15,358) (2,185) GAAP operating margin (35%) (33%) (62%) (37%) (21%) Non-GAAP adjustments 24% 23% 22% 25% 19% Non-GAAP operating margin (11%) (10%) (40%) (12%) (2%)",
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