private GraphData GroupDaily(GraphData data)
{
var newData = new GraphData {
EndDate = data.EndDate,
StartDate = data.StartDate,
Padding = 10,
XAxisLabel = data.XAxisLabel,
YAxisLabel = data.YAxisLabel,
Name = "Grouped daily",
};
foreach (var(key, value) in data.Data)
{
var x = new float[value.x.Length];
var y = new float[value.x.Length];
float count = 0;
for (int i = 0; i < y.Length; i++)
{
x[i] = i;
count += value.y[i];
y[i] = count;
}
CubicSpline.FitParametric(x, y, value.x.Length * 5, out var xS, out var yS);
newData.Data.Add(key, (xS, RemoveSmallerValues(yS)));
}
return(newData);
}
private GraphData GenerateHourly()
{
var data = new GraphData();
data.StartDate = null;
data.Name = "Activity";
var hours = new float[24];
for (int i = 0; i < 24; i++)
{
hours[i] = i;
}
foreach (var item in Messages)
{
var hourlyCount = new float[24];
var hourly = item.Value.GroupBy(x => x.Time.Hour).OrderBy(x => x.Key).ToList();
//var max = hourly.Max(x => x.Count());
foreach (var x in hourly)
{
//hourlyCount[x.Key] = x.Count() * 100.0f / max;
hourlyCount[x.Key] = x.Count();
}
CubicSpline.FitParametric(hours, hourlyCount, 24 * 10, out var xs, out var yS);
data.Data.Add(item.Key, (xs, RemoveNegativeValues(yS)));
}
return(data);
}
private static GraphData GenerateOverallHourly(ref List <Message> data)
{
//var daily = orderedData.GroupBy(x => x.Time.Date).ToList();
var hourly = data.GroupBy(x => x.Time.Hour).OrderBy(x => x.Key).ToList();
var hours = new float[24];
var hourlyCount = new float[24];
for (int i = 0; i < 24; i++)
{
hourlyCount[i] = (hourly[i].Count());
hours[i] = i;
}
var dataHourly = new GraphData();
CubicSpline.FitParametric(hours, hourlyCount, 24 * 10, out var xS, out var yS);
dataHourly.Data.Add("Hourly", (xS, yS));
dataHourly.Padding = 10;
dataHourly.Name = "Hourly data";
dataHourly.YAxisLabel = "Value";
dataHourly.XAxisLabel = "Hours";
return(dataHourly);
}
