It corresponds to observations of Mars carried out at various oppositions during the Earth years 1582-1595. Actually, these data points are not quite "raw" and were intended, by Kepler, merely to illustrate (not prove) his theory of Mars.
The graph shows the radius of Mars as a function of eccentric anomaly.