Climate Town did a good video on this: https://youtu.be/r1bMJekCiBw

To paraphrase, the graph in question is so zoomed out (to include all earth's history) that it's like asking someone to tell you what colour a specific roof is from a satellite image of an entire country. (If you do zoom in to the relevant parts climate change is obviously happening)