Instruct: Classify Amazon reviews into positive or negative sentiment
Query: Maybe for the APA style...

I was deeply disappointed with the book. The tables look as done with a typewriter, good for those missing that 70's thesis. Apparently nobody told the authors that p-values are no longer to be reported as p<0.05, but with their full value. And finally, there is no "clever" solution to more complex tables, but just tons of tables with pretty standard results. What is reported in the tables is not widely applicable too. In my area - epidemiology - we do not report standard errors, we report confidence intervals. We also do not report mean squares, f-values, or t-values, or chi-squared-values and so on - we report only the full p-values. If you're not into APA, look elsewhere.