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Using Twitter Language to Predict the Real Estate Market

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Figure

Figure 1: Procedure of building language model over the residual error of the control model.
Table 1: Comparing the Pearson r of adding language model over the residual of the control modelvs
Table 1 reports the effect of building a languagemodel over the residual of socioeconomics, de-mographics, and socioeconomics & demograph-ics by comparing them with the control models.All of the results were produced by 10 fold cross-validation
Figure 2: N-grams most predictive of ’Increased price rate’ controlled by socioeconomics and location.

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