Item 6. SELECTED CONSOLIDATED FINANCIAL DATA

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Item 6. SELECTED CONSOLIDATED FINANCIAL DATA

The consolidated statements of operations data and the consolidated balance sheets data are derived from our audited consolidated financial statements and should be read together with “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” our consolidated financial statements, and the related notes included elsewhere in this filing. Our historical results are not necessarily indicative of our results in any future period.

Year Ended January 31,
20202019201820172016
*As Adjusted*As Adjusted
(in thousands, except per share data)
Consolidated Statements of Operations Data:
Revenues:
Subscription services$3,096,389$2,385,769$1,787,833$1,290,733$920,196
Professional services530,817436,411355,217283,707236,494
Total revenues3,627,2062,822,1802,143,0501,574,4401,156,690
Costs and expenses (1):
Costs of subscription services488,513379,877273,461213,389149,869
Costs of professional services576,745455,073355,952270,156224,558
Product development1,549,9061,211,832910,584680,531469,944
Sales and marketing1,146,548891,345683,367565,328413,530
General and administrative367,724347,337222,909198,122148,578
Total costs and expenses4,129,4363,285,4642,446,2731,927,5261,406,479
Operating loss(502,230)(463,284)(303,223)(353,086)(249,789)
Other income (expense), net19,78339,532(11,563)(32,427)(24,242)
Loss before provision for (benefit from) income taxes(482,447)(423,752)(314,786)(385,513)(274,031)
Provision for (benefit from) income taxes(1,773)(5,494)6,436(814)1,017
Net loss$(480,674)$(418,258)$(321,222)$(384,699)$(275,048)
Net loss attributable to Class A and Class B common stockholders$(480,674)$(418,258)$(321,222)$(384,699)$(275,048)
Net loss per share attributable to Class A and Class B common stockholders, basic and diluted$(2.12)$(1.93)$(1.55)$(1.94)$(1.45)
Weighted-average shares used to compute net loss per share attributable to Class A and Class B common stockholders227,185216,789207,774198,214190,016

(1)Costs and expenses include share-based compensation expenses as follows (in thousands):

Year Ended January 31,
20202019201820172016
Costs of subscription services$49,919$36,754$26,280$20,773$12,060
Costs of professional services80,40155,53537,59226,83319,526
Product development434,188320,876229,819166,529109,362
Sales and marketing176,758132,810100,76286,22951,617
General and administrative118,614127,44383,97278,26557,405
As of January 31,
20202019201820172016
*As Adjusted*As Adjusted
(in thousands)
Consolidated Balance Sheet Data:
Cash and cash equivalents$731,141$638,554$1,134,355$539,923$300,087
Marketable securities1,213,4321,139,8642,133,4951,456,8221,669,372
Working capital125,218269,9051,898,1041,239,2021,468,067
Property and equipment, net936,179796,907546,609365,877214,158
Operating lease right-of-use assets290,902————
Total assets6,816,3655,520,7464,947,4243,268,2822,812,370
Total unearned revenue2,309,2031,949,2701,537,1471,221,543891,882
Convertible senior notes, net1,262,2861,204,7781,491,354534,423507,476
Total operating lease liabilities307,572————
Total liabilities4,329,8143,562,3043,367,0591,991,6741,586,090
Total stockholders’ equity2,486,5511,958,4421,580,3651,276,6081,226,280
Year Ended January 31,
20202019201820172016
*As Adjusted*As Adjusted
(in thousands)
Cash Flow Data:
Net cash provided by (used in) operating activities$864,598$606,658$465,727$350,626$258,637

The summary consolidated financial data for the years ended January 31, 2017, and 2016, and as of January 31, 2017, and 2016 reflects the adoption of Accounting Standards Update (“ASU”) No. 2014-09, Revenue from Contracts with Customers (“Topic 606”)*, and ASU No. 2016-18, Statement of Cash Flows, Restricted Cash.

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