Table:
|  |  | Year Ended December 31, |  |
| --- | --- | --- | --- |
|  | 2019 | 2018 | 2017 |
| Software | $12.7 | $5.4 | $2.3 |
| Computer hardware | 1.2 | 0.8 | 0.8 |
| Leasehold improvements | 0.9 | 0.2 | 0.5 |
| Furniture | 0.6 | 0.2 | 0.5 |
| Purchases of property, equipment and software | $15.4 | $6.6 | $4.1 |
Paragraphs:
Cash used in investing activities
Detail of the cash used in investing activities is included below for each year (dollars in millions).
2019 vs. 2018. The $8.8 million higher spend on investing activities during 2019 compared to 2018 was primarily related to an increase in capitalized costs associated with various internally-developed software projects, such as mobile application development and transaction processing, an increase in hardware costs primarily associated with our growing infrastructure needs and an increase in leasehold improvements associated with security build outs of expanded office space.
2018 vs. 2017. We had net cash used in investing activities of $6.6 million during 2018 compared to $4.1 million during 2017. The higher spend in 2018 was primarily related to an increase in software expenditures, most of which were capitalized costs related to internally-developed software, which consisted primarily of merchant experience enhancements and mobile application development. This activity was partially offset by lower infrastructure expenditures in 2018 compared to 2017, as we did not have any material changes to our leased premises during 2018.
Question:
Which years does the table provide information for the cash used in investing activities?
Answer: 2019, 2018, 2017