  If clustering of the arrival directions of ultra high energy cosmic rays is
discovered, this would provide important information about their origin,
composition, and the galactic and extragalactic magnetic fields. We present
here the analysis of the autocorrelation function of the data from the Pierre
Auger Observatory as a function of the angular scale and the energy threshold.
We compare our results with the signals found by previous experiments.
