public void GetClustersByDistance(double clusterDistance)
{
ClusterSet clustersByDistance = this.bestClusterAnalysis.CutTree(clusterDistance);
ConsoleWriter.WriteClusterCountries(countryStatistics, clustersByDistance);
ChartCreator.CreateChart(countryStatistics, clustersByDistance, "clustersByDistance");
}
public void GetClustersByAmount(int clusterCount)
{
ClusterSet clustersByAmount = this.bestClusterAnalysis.CutTree(clusterCount);
ConsoleWriter.WriteClusterCountries(countryStatistics, clustersByAmount);
ChartCreator.CreateChart(countryStatistics, clustersByAmount, "clustersByAmount");
}
public static void CreateChart(CountryStatistics[] countryStatistics, string name)
{
var chartCreator = new ChartCreator("Sugar", "Death", name);
foreach (var countryStat in countryStatistics)
{
chartCreator.AddPoint(countryStat.SugarConsumption, countryStat.DeathLevel, countryStat.Country);
}
chartCreator.SaveAsFile();
}
public static void CreateChart(CountryStatistics[] countryStatistics, string name)
{
ConsoleWriter.WriteSystemMessage("Drawing the diagram for displaying normalized data...");
var chartCreator = new ChartCreator("Alcohol", "Fruit", name);
foreach (var countryStat in countryStatistics)
{
chartCreator.AddPoint(countryStat.AlcoholConsumption, countryStat.FruitConsumption, countryStat.Country);
}
chartCreator.SaveAsFile();
ConsoleWriter.WriteSystemMessage("Saved on the app resources directory as 'chart.png'.");
}
public static void CreateChart(CountryStatistics[] countryStatistics, ClusterSet clusters, string name)
{
ConsoleWriter.WriteSystemMessage("Drawing diagrams for displaying cluster data...");
var chartCreator = new ChartCreator("Alcohol", "Fruit", name);
for (int i = 0; i < clusters.NumberOfClusters; i++)
{
var clusterCountryStatistics = clusters.Cluster(i).Select(x => countryStatistics[x]);
foreach (var countryStat in clusterCountryStatistics)
{
chartCreator.AddPoint(countryStat.AlcoholConsumption, countryStat.FruitConsumption, countryStat.Country, i);
}
}
chartCreator.SaveAsFile();
ConsoleWriter.WriteSystemMessage($"Saved at the app resources directory as '{name}.png'.");
}