I didn't include the breakdown for the sake of brevity (and also because with only 3 categories it is quite nebulous) but here you go.
In thousands, except percentage
| 2019 | 2020 | YoY
---------------------------|---------|----------|-----
research and development | $56,364 | $76,784 | 36%
sales and marketing | $57,042 | $107,249 | 88%
general and administrative | $29,810 | $37,215 | 25%