A couple of quick observations before we run some analysis on this dataset. Note the distortions caused by government intervention with the Stamp Duty Land Tax (SDLT) thresholds being clearly visible at £125,000, £250,000 and £500,000. You can also clearly see the distribution has a very long tail to the right of the peak but is very compressed to the left.