code: def get_corrected_stats(package, use_honeypot=True):
      
  
      honeypot, __, __ = get_stats('python-bogus-project-honeypot')
  
      if not honeypot:
          raise RuntimeError("Could not get honeypot data")
  
      honeypot = honeypot['releases']
      # Add a field used to store diff when choosing the best honey pot release
      # for some statistic
      for x in honeypot:
          x['diff'] = 0
  
      stats, __, version = get_stats(package)
  
      if not stats:
          return
  
      # Denote release date diff and choose the honey pot release that's closest
      # to the one of each release
  
      releases = stats['releases']
  
      for release in releases:
  
          # Sort by absolute difference
          honeypot.sort(key=lambda x: abs(
              (x['upload_time'] - release['upload_time']).total_seconds()
          ))
          # Multiple candidates
          honeypot_filtered = list(filter(lambda x: x['diff'] == honeypot[0]['diff'], honeypot))
          average_downloads = sum([x['downloads'] for x in honeypot_filtered]) / len(honeypot_filtered)
  
          release['downloads'] = release['downloads'] - average_downloads
  
      # Re-calculate totals
      total_count = sum([x['downloads'] for x in releases])
  
      return stats, total_count, version
docs: Fetches statistics for `package` and then corrects them using a special
      honeypot.