By changing the chart format to box plots we can glean some additional information.
For those not familiar with box plot charts, In the above table, the X marks the mean or average. The orange boxes show the spread of the middle 50% of fields. The whisker lines above and below represent the top and bottom quartile(25%).
Looking at this data set you will notice that our residual phosphate levels typically range between 5 and 15 ppm. You will also notice that there are a lot of fields testing 20+ ppm. The most common reason for this is a history of manure.
Another scenario where we tend to see test levels above 15ppm is where soil tests lower in pH. There are areas of the Red River Valley with soil pH levels in the high 6's / low 7's. This pH range is where phosphate levels are most available. Most soils in the Red River Valley are calcareous with pH levels testing closer to 8. It doesn't mean that phosphate levels are lower. It's more likely that they are just tied up and they don't show up on the soil test.
Getting back to the data, you can see that soybean ground is still testing lower than the other 3 crops and it also has the tightest range of levels. The most obvious question we should start with is whether this is a pattern that we see year over year? Lets take a quick look at the previous 2 years.