Please help

Dear forum guys!

I've got a issue with a simple regression in excel (or maybe it's a Z-test problem, that is what I was told).
There is a time series data and I have to find out is the fluctuation at certain date is statistically significant.

I am not advanced in stats so is there anyone that could guide me?