After looking at your data, I don't think there's much you can do. The biggest problems are that your data shows no spatial autocorrelation, and you only have 26 points. The data is also heavily skewed with at least one outlier, and the data is zero-inflated.
Sorry to say, but no interpolation method is going to work with this data.