It's a graph; the x axis is time, the y axis is frequency. The dots are background noise, but that big line is a signal. There's a slight but actual chance it really is a signal from extraterrestrial sources, more likely it is a glitchy GPS satellite.
The picture and the explanation are from APOD. I am merely the humble messenger.