why does raspberrypi 400 use the swap partition when ram isnt full

My raspberry pi has 4GB ram and usually when the available ram is down to about 1GB my raspberry pi just decided to not use the ~1GB avliable ram and start using the swap partition causing my system load to sky rocket to over 100 (due to high loads of IO) Any idea on how to fix this issue?