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Link prediction on Twitter

Fig 3

Link prediction in 25%, 50% and 75% of the links in networks constructed from all the words in tweets of the , , and datasets.

Shown are the same quantities as in Fig 2. Here too the values of the F1 score and of precision are decreasing with the longitudinal growth of the networks (from 25% to 75%), while the AUC does better at retaining values regardless of the percentage of links used. It can also be observed that larger networks yield better link prediction measures. See Table 2 and the main text for details.

Fig 3