/// <summary>
        /// This method will cluster and analyse a given event collection based 
        /// upon a weekly approach.
        /// </summary>
        /// <param name="collection">The EventCollection to be clustered and analysed</param>
        private static void PerformWeekAnalysis(EventCollection collection)
        {
            // Output directory
              String output = InputArguments["output"];

              // Create a Multi-Week Analysis object
              MultiWeekAnalysis multi = new MultiWeekAnalysis();
              multi.AddRange(collection);

              // Obtain the EPS distance value
              double eps = GetEPSInput();

              // Obtain the Minimum Number of Objects per cluster value
              int min = GetMinPointsInput();

              // Cluster the Multi-Week Data
              multi.Cluster(eps, min);

              // Analyse the Multi-Week Data
              multi.AnalyseWeeks();

              // Output the KML file
              String kml_output = GenerateOutputName(".kmz");
              multi.GenerateKMZ(kml_output);

              // Save the results to the output directory
              bool minify = InputArguments.ContainsKey("jsminify") ? true : false;
              multi.CreateWeeklyAnalysisJSON(output, minify);
        }
        public void Initialise()
        {
            // A dictionary of week-events
              Events = new Dictionary<int, EventCollection>();

              // Read in the Week 32 logs
              KMLReader w32_reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
              Events[32] = w32_reader.GetCallLogs();

              // Read in the Week 33 logs
              KMLReader w33_reader = new KMLReader(ROOT_DIR + "data\\L_wk33_drops.kml");
              Events[33] = w33_reader.GetCallLogs();

              // Read in the Week 34 logs
              KMLReader w34_reader = new KMLReader(ROOT_DIR + "data\\L_wk34_drops.kml");
              Events[34] = w34_reader.GetCallLogs();

              // Read in the Week 35 logs
              KMLReader w35_reader = new KMLReader(ROOT_DIR + "data\\L_wk35_drops.kml");
              Events[35] = w35_reader.GetCallLogs();

              // Initialise the Multi-Week Analysis Object
              Analysis = new MultiWeekAnalysis();
              Analysis.AddRange(Events[32]);
              Analysis.AddRange(Events[33]);
              Analysis.AddRange(Events[34]);
              Analysis.AddRange(Events[35]);

              // Cluster the data
              Analysis.Cluster(EPS, MIN_POINTS);

              // Analyse all weeks
              Analysis.AnalyseWeeks();
        }