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  "authorName": "Samsara",
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      "kind": "source-note",
      "text": "Note: Figures (other than %'s) in $000's",
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      "text": "Fiscal year ends on the Saturday closest to February 1",
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      "text": "GAAP S&M expense $291,209 $370,098 $486,649 $96,751 $133,006\nGAAP S&M margin (% of total revenue) 68% 57% 52% 52% 48%\nLess: Stock-based compensation expense-related charges ($62,548) ($54,072) ($75,203) ($12,313) ($19,893)\nNon-GAAP S&M expense $228,661 $316,026 $411,446 $84,438 $113,113\nNon-GAAP S&M margin (% of total revenue) 53% 48% 44% 45% 41%\nGAAP R&D expense $205,125 $187,405 $258,581 $54,603 $73,426\nGAAP R&D margin (% of total revenue) 48% 29% 28% 29% 27%\nLess: Stock-based compensation expense-related charges ($102,849) ($64,184) ($95,220) ($17,897) ($26,504)\nNon-GAAP R&D expense $102,276 $123,221 $163,361 $36,706 $46,922\nNon-GAAP R&D margin (% of total revenue) 24% 19% 17% 20% 17%\nGAAP G&A expense $159,843 $170,785 $195,043 $43,687 $55,155\nGAAP G&A margin (% of total revenue) 37% 26% 21% 23% 20%\nLess: Stock-based compensation expense-related charges ($66,497) ($53,702) ($68,042) ($12,698) ($18,020)\nNon-GAAP G&A expense $93,346 $117,083 $127,001 $30,989 $37,135\nNon-GAAP G&A margin (% of total revenue) 22% 18% 14% 17% 13%",
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      "text": "GAAP to Non-GAAP Reconciliations",
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