Year ended December 31,
2019
2018
2017
Net cash provided by operating activities
$64,846
$72,130
$41,165
Net cash used in investing activities
(296,780)
(83,448)
(26,387)
Net cash provided by financing activities
9,042
397,255
6,783
Effect of exchange rate changes
169
(800)
(724)
Net (decrease) increase in cash, cash equivalents, and restricted cash
$(222,723)
385,137
20,837

text: Liquidity and Capital Resources
text: As of December 31, 2019 and 2018, we had cash and cash equivalents of $343.6 million and $566.3 million, respectively. We finance our operations primarily through sales to our customers and a majority of our customers are billed monthly. For customers with annual or multi-year contracts and those who opt for annual invoicing, we generally invoice only one annual period in advance and all invoicing occurs at the start of the respective subscription period. Revenue is deferred for such advanced billings. We also finance our operations from proceeds from issuance of stock under our stock plans, and proceeds from issuance of debt. We believe that our operations and existing liquidity sources will satisfy our cash requirements for at least the next 12 months
text: Our future capital requirements will depend on many factors, including revenue growth and costs incurred to support customer growth, acquisitions and expansions, sales and marketing, research and development, increased general and administrative expenses to support the anticipated growth in our operations, and capital equipment required to support our growing headcount and in support of our co-location data center facilities. Our capital expenditures in future periods are expected to grow in line with our business. We continually evaluate our capital needs and may decide to raise additional capital to fund the growth of our business, to further strengthen our balance sheet, or for general corporate purposes through public or private equity offerings or through additional debt financing. We also may in the future make investments in or acquire businesses or technologies that could require us to seek additional equity or debt financing. Access to additional capital may not be available, or on favorable terms
text: The table below provides selected cash flow information for the periods indicated (in thousands)

Questions:
question: What are the respective values of the cash and cash equivalents as of December 31, 2019 and 2018? 
answer: $343.6 million
$566.3 million
question: What are the respective net cash provided by operating activities between 2017 to 2019?
answer: $41,165
$72,130
$64,846
scale: thousand
question: What are the respective net cash used by financing activities between 2017 to 2019?
answer: 6,783
397,255
9,042
scale: thousand
question: What is the percentage change in the net cash provided by operating activities between 2017 and 2018?
answer: 75.22
derivation: (72,130 - 41,165)/41,165 
scale: percent
question: What is the percentage change in the net cash provided by operating activities between 2018 and 2019?
answer: -10.1
derivation: (64,846 - 72,130)/72,130 
scale: percent
question: What is the total net cash provided by financing activities between 2017 to 2019?
answer: 413080
derivation: 6,783 + 397,255 + 9,042 
scale: thousand