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Form_Cofficient.cs
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using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Windows.Forms;
using Excel = Microsoft.Office.Interop.Excel;
using Office = Microsoft.Office.Core;
using Microsoft.Office.Tools.Excel;
namespace ExcelAddIn_Graphics
{
public partial class Form_Cofficient : Form
{
public double ratio;
public Chart chart;
public Microsoft.Office.Tools.Excel.Worksheet worksheet;
public string ChartType;
static int Nchart = 0;
//public double Max_size;
//public double Min_size;
public int rows = 1;
public int cols = 1;
public string[,] str = new string[1, 1];
public int start_col;
public int start_row;
public System.Drawing.Color RGB0;
public System.Drawing.Color RGB1;
EasyCharts Graphic = new EasyCharts();
public Form_Cofficient()
{
InitializeComponent();
ratio = double.Parse(textBox_Bandwidth.Text); ;
Graphic.RangeData(ref str, ref rows, ref cols);
worksheet = Globals.Factory.GetVstoObject(Globals.ThisAddIn.Application.ActiveWorkbook.ActiveSheet);
Excel.Range activecells = Globals.ThisAddIn.Application.ActiveCell;
start_col = activecells.Column;
start_row = activecells.Row;
double[,] Mat_Cofficent = new double[cols, cols ];
double[] temp1 = new double [rows - 1];
double[] temp2 = new double [rows - 1];
int i, j;
for ( i=0;i< cols;i++)
{
Mat_Cofficent[i, i] = 1;
for ( j = 1; j < rows; j++)
{
temp1[j - 1] = double.Parse(str[j, i]);
}
for (int k = i + 1; k < cols; k++)
{
for ( j = 1; j < rows; j++)
{
temp2[j - 1] = double.Parse(str[j, k]);
}
Mat_Cofficent[i, k] = GetCorrelation(temp1, temp2);
Mat_Cofficent[k, i] = Mat_Cofficent[i, k];
}
}
for ( i = 0; i < cols; i++)
{
((Excel.Range)worksheet.Cells[start_row+rows+1, start_col + i+1]).Value2 =str[0,i];
((Excel.Range)worksheet.Cells[start_row + rows + 1+i+1, start_col]).Value2 = str[0, i];
}
Excel.Range c1 = (Excel.Range)worksheet.Cells[start_row + rows + 2, start_col + 1];
Excel.Range c2 = (Excel.Range)worksheet.Cells[start_row + rows + 2+cols-1, start_col + 1+cols-1];
Excel.Range range = worksheet.get_Range(c1, c2);
range.Value = Mat_Cofficent;
//****************************************************************************************************
ratio = double.Parse(textBox_Bandwidth.Text); ;
str = new string[cols+1, cols+1];
for (i = 0; i <= cols; i++)
{
for (j =0; j <= cols; j++)
{
str[i, j] =Convert.ToString( ((Excel.Range)worksheet.Cells[start_row + rows + 1+i, start_col + j]).Value2);
}
}
// Graphic.RangeData(ref str, ref rows, ref cols);
start_row = start_row + rows + 1;
rows = cols+1;
cols = cols + 1;
//worksheet = Globals.Factory.GetVstoObject(Globals.ThisAddIn.Application.ActiveWorkbook.ActiveSheet);
//activecells = Globals.ThisAddIn.Application.ActiveCell;
//start_col = activecells.Column;
for (j = 1; j < cols; j++)
{
((Excel.Range)worksheet.Cells[start_row + rows + 1, start_col + j]).Value2 = str[0, j];
}
for (j = 1; j < rows; j++)
{
((Excel.Range)worksheet.Cells[start_row + rows + 1 + j, start_col]).Value2 = str[j, 0];
}
for (i = 1; i < rows; i++)
{
for (j = 1; j < cols; j++)
{
((Excel.Range)worksheet.Cells[start_row + rows + 1 + i, start_col + j]).Value2 = i;// str[i, 0];
}
}
((Excel.Range)worksheet.Cells[start_row + rows + 1 + rows, start_col]).Value2 = "Assistant1";
for (j = 1; j < rows; j++)
{
((Excel.Range)worksheet.Cells[start_row + rows + 1 + rows, start_col + j]).Value2 = 0;
}
((Excel.Range)worksheet.Cells[start_row + rows + 1 + rows + 1, start_col]).Value2 = "Assistant2";
for (j = 1; j < rows; j++)
{
((Excel.Range)worksheet.Cells[start_row + rows + 1 + rows + 1, start_col + j]).Value2 = j;
}
c1 = (Excel.Range)worksheet.Cells[start_row + rows + 1, start_col];
c2 = (Excel.Range)worksheet.Cells[start_row + rows + 1 + rows + 1, start_col + rows - 1];
string ChartOrder = "BubbleRelationShip" + Convert.ToString(Nchart);
chart = worksheet.Controls.AddChart(250, 50, 300, 300, ChartOrder);
Nchart = Nchart + 1;
chart.SetSourceData(worksheet.get_Range(c1, c2), Excel.XlRowCol.xlRows);
chart.ChartType = Excel.XlChartType.xlXYScatter;
//double ratio = 21;
//double Max_size = 0;
//Max_size = Double.MinValue;
//Min_size = Double.MaxValue;
//for (i = 1; i < rows; i++)
//{
// for (j = 1; j < cols; j++)
// {
// if (double.Parse(str[i, j]) > Max_size) Max_size = double.Parse(str[i, j]);
// if (double.Parse(str[i, j]) < Min_size) Min_size = double.Parse(str[i, j]);
// }
//}
Excel.SeriesCollection series = (Excel.SeriesCollection)chart.SeriesCollection();
Excel.Point point;
Excel.Series Sseries;
int SquareSize;
RGB0 = System.Drawing.Color.FromArgb(255, 248, 118, 109);
RGB1 = System.Drawing.Color.FromArgb(255, 0, 184, 229);
for (i = 1; i < rows; i++)
{
Sseries = series.Item(i);
Sseries.Format.Line.Visible = Office.MsoTriState.msoFalse;
//if (comboBox_FourierMethod.SelectedItem.Equals("Circle"))
//{
Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleCircle;
//}
//else if (comboBox_FourierMethod.SelectedItem.Equals("Square"))
//{
// Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleSquare;
//}
//Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleCircle;
for (j = 1; j < cols; j++)
{
point = (Excel.Point)Sseries.Points(j);
if (double.Parse(str[i, j])>=0)
{
point.MarkerBackgroundColor = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.MarkerForegroundColor = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.Format.Fill.Solid();
point.Format.Fill.Visible = Office.MsoTriState.msoCTrue;
point.Format.Fill.BackColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255, 255).ToArgb();
point.Format.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.Format.Fill.Transparency = 0.2F;
}
else
{
point.MarkerBackgroundColor = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.MarkerForegroundColor = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.Format.Fill.Solid();
point.Format.Fill.Visible = Office.MsoTriState.msoCTrue;
point.Format.Fill.BackColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255, 255).ToArgb();
point.Format.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.Format.Fill.Transparency = 0.2F;
}
// SquareSize = (int)((double.Parse(str[i, j]) - Min_size) / (Max_size - Min_size) * ratio) + 2;
if (i == j)
{
SquareSize = 2;
point.MarkerSize = SquareSize;
}
else
{
SquareSize = (int)(Math.Sqrt(Math.Abs((double.Parse(str[i, j])))) * ratio + 2);
if (SquareSize > 72)
{ SquareSize = 72; }
point.MarkerSize = SquareSize;
}
}
}
Excel.Series SseriesX = series.Item(rows);
for (j = 1; j < cols; j++)
{
point = (Excel.Point)SseriesX.Points(j);
point.HasDataLabel = true;
point.DataLabel.Text = str[0, j];
point.DataLabel.Position = Excel.XlDataLabelPosition.xlLabelPositionBelow;
point.DataLabel.Format.TextFrame2.TextRange.Characters.Font.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
point.DataLabel.Format.TextFrame2.TextRange.Font.NameComplexScript = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.NameFarEast = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.Name = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.Size = 10;
point.DataLabel.Format.TextFrame2.TextRange.Font.Bold = Office.MsoTriState.msoFalse;
point.DataLabel.Format.TextFrame2.Orientation = Office.MsoTextOrientation.msoTextOrientationUpward;
}
SseriesX.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleNone;
Excel.Series SseriesY = series.Item(rows + 1);
c1 = (Excel.Range)worksheet.Cells[start_row + rows + 1 + rows, start_col + +1];
c2 = (Excel.Range)worksheet.Cells[start_row + rows + 1 + rows, start_col + rows - 1];
SseriesY.XValues = worksheet.get_Range(c1, c2);
c1 = (Excel.Range)worksheet.Cells[start_row + rows + 1 + rows + 1, start_col + 1];
c2 = (Excel.Range)worksheet.Cells[start_row + rows + 1 + rows + 1, start_col + rows - 1];
SseriesY.Values = worksheet.get_Range(c1, c2);
SseriesY.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleNone;
for (j = 1; j < rows; j++)
{
point = (Excel.Point)SseriesY.Points(j);
point.HasDataLabel = true;
point.DataLabel.Text = str[j, 0];
point.DataLabel.Position = Excel.XlDataLabelPosition.xlLabelPositionLeft;
point.DataLabel.Format.TextFrame2.TextRange.Characters.Font.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
point.DataLabel.Format.TextFrame2.TextRange.Font.NameComplexScript = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.NameFarEast = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.Name = "Times New Roman";
point.DataLabel.Format.TextFrame2.TextRange.Font.Size = 10;
point.DataLabel.Format.TextFrame2.TextRange.Font.Bold = Office.MsoTriState.msoFalse;
}
//***************************************************** Style**********************************************
chart.PlotArea.Format.Fill.Visible = Office.MsoTriState.msoCTrue;
chart.PlotArea.Format.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(229, 229, 229).ToArgb();
chart.PlotArea.Format.Fill.Transparency = 0;
chart.PlotArea.Format.Line.Visible = Office.MsoTriState.msoFalse;
// ChartArea Line
chart.ChartArea.Format.Line.Visible = Office.MsoTriState.msoFalse;
//chart.ChartArea.Height = 340.157480315;
//chart.ChartArea.Width = 380.5039370079;
// Chart Type: XYScatter
// Add GridLinesMinorMajor
chart.SetElement(Office.MsoChartElementType.msoElementPrimaryValueGridLinesMinorMajor);
chart.SetElement(Office.MsoChartElementType.msoElementPrimaryCategoryGridLinesMinorMajor);
chart.SetElement(Office.MsoChartElementType.msoElementPrimaryValueAxisTitleAdjacentToAxis);
chart.SetElement(Office.MsoChartElementType.msoElementPrimaryCategoryAxisTitleAdjacentToAxis);
//y axis
Excel.Axis axis = (Excel.Axis)chart.Axes(Excel.XlAxisType.xlValue, Excel.XlAxisGroup.xlPrimary);
axis.MinorUnit = 1;
axis.MajorUnit = 1;
axis.MajorGridlines.Format.Line.Visible = Office.MsoTriState.msoCTrue;
axis.MajorGridlines.Format.Line.ForeColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255).ToArgb();
axis.MajorGridlines.Format.Line.Weight = (float)0.25;
axis.MajorGridlines.Format.Line.DashStyle = Office.MsoLineDashStyle.msoLineSolid;
axis.MinorGridlines.Format.Line.Visible = Office.MsoTriState.msoFalse;
//axis.MinorGridlines.Format.Line.ForeColor.RGB = System.Drawing.Color.FromArgb(242, 242, 242).ToArgb();
//axis.MinorGridlines.Format.Line.Weight = (float)0.25;
//axis.MinorGridlines.Format.Line.DashStyle = Office.MsoLineDashStyle.msoLineSolid;
axis.Format.Line.Visible = Office.MsoTriState.msoFalse;
axis.HasTitle = true;
axis.AxisTitle.Text = "y axis";
axis.HasDisplayUnitLabel = false;
//axis.TickLabels.Font.Color = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
//axis.TickLabels.Font.Name = "Times New Roman";
//axis.TickLabels.Font.Size = 10;
axis.TickLabelPosition = Excel.XlTickLabelPosition.xlTickLabelPositionNone;
//axis.AxisTitle.Format.TextFrame2.TextRange.Characters.Font.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.NameComplexScript = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.NameFarEast = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Name = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Size = 10;
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Bold = Office.MsoTriState.msoFalse;
//x axis
axis = (Excel.Axis)chart.Axes(Excel.XlAxisType.xlCategory, Excel.XlAxisGroup.xlPrimary);
axis.MaximumScale = cols;
axis.MinimumScale = 0;
//axis.AxisBetweenCategories = false;
axis.MinorUnit = 1;
axis.MajorUnit = 1;
axis.MinorGridlines.Format.Line.Visible = Office.MsoTriState.msoFalse;
//axis.MajorGridlines.Format.Line.ForeColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255).ToArgb();
//axis.MajorGridlines.Format.Line.Weight = (float)1.25;
//axis.MajorGridlines.Format.Line.DashStyle = Microsoft.Office.Core.MsoLineDashStyle.msoLineSolid;
axis.MajorGridlines.Format.Line.Visible = Office.MsoTriState.msoCTrue;
axis.MajorGridlines.Format.Line.ForeColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255).ToArgb();
axis.MajorGridlines.Format.Line.Weight = (float)0.25;
axis.MajorGridlines.Format.Line.DashStyle = Office.MsoLineDashStyle.msoLineSolid;
axis.Format.Line.Visible = Office.MsoTriState.msoFalse;
axis.HasTitle = true;
axis.AxisTitle.Text = "x axis";
//axis.TickLabels.Font.Color = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
//axis.TickLabels.Font.Name = "Times New Roman";
//axis.TickLabels.Font.Size = 10;
axis.TickLabelPosition = Excel.XlTickLabelPosition.xlTickLabelPositionNone;
//axis.AxisTitle.Format.TextFrame2.TextRange.Characters.Font.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(0, 0, 0).ToArgb();
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.NameComplexScript = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.NameFarEast = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Name = "Times New Roman";
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Size = 10;
//axis.AxisTitle.Format.TextFrame2.TextRange.Font.Bold = Office.MsoTriState.msoFalse;
chart.HasLegend = false;
chart.HasTitle = false;
//chart.ChartTitle.Delete();
worksheet.Activate();
}
private void Form_Cofficient_Load(object sender, EventArgs e)
{
}
private static double GetAverage(double[] data)
{
int len = data.Length;
if (len == 0)
throw new Exception("No data");
double sum = 0;
for (int i = 0; i < data.Length; i++)
sum += data[i];
return sum / len;
}
/// <summary>
/// 获取标准差，求传入数组的标准差
/// </summary>
private static double GetStdev(double[] data)
{
// return Math.Sqrt(GetVariance(data));
double x2 = 0;
double sumx = 0;
int n = data.Length;
foreach (double d in data)
{
x2 += d * d;
sumx += d;
}
return Math.Sqrt((x2 * n - sumx * sumx) / (n * (n - 1)));
}
/// <summary>
/// 求两列数据的相关系数
/// </summary>
private static double GetCorrelation(double[] x, double[] y)
{
if (x.Length != y.Length)
throw new Exception("Length of sources is different");
double avgX = 0;
double avgY = 0;
double sumx = 0;
double sumy = 0;
double xy = 0;
double x2 = 0;
double y2 = 0;
int len = x.Length;
for (int i = 0; i < len; i++)
{
sumx += x[i];
sumy += y[i];
xy += x[i] * y[i];
x2 += x[i] * x[i];
y2 += y[i] * y[i];
}
avgX = sumx / len;
avgY = sumy / len;
double exy = xy / len;
double exey = avgX * avgY;
double ex2 = x2 / len;
double e2x = avgX * avgX;
double ey2 = y2 / len;
double e2y = avgY * avgY;
double fm1 = Math.Sqrt(ex2 - e2x);
double fm2 = Math.Sqrt(ey2 - e2y);
return (exy - exey) / (fm1 * fm2);
}
/// <summary>
/// 获取离散系数，求传入数组的标准差/均值即离散系数。
/// </summary>
/// <param name="x"></param>
/// <returns></returns>
private static double GetCoefficientofVariation(double[] x)
{
double x2 = 0;
double sumx = 0;
int n = x.Length;
foreach (double d in x)
{
x2 += d * d;
sumx += d;
}
return Math.Sqrt((x2 * n - sumx * sumx) / (n * (n - 1))) / (sumx / n);
}
/// <summary>
/// 获取预警区间，（均值-标准差，均值+标准差）
/// </summary>
/// <param name="x"></param>
/// <returns></returns>
private static double[] GetForewarnInterval(double[] x)
{
double[] yjqj = { 0, 0 };
double x2 = 0;
double sumx = 0;
int n = x.Length;
foreach (double d in x)
{
x2 += d * d;
sumx += d;
}
double a = sumx / n;
double b = Math.Sqrt((x2 * n - sumx * sumx) / (n * (n - 1)));
yjqj[0] = a - b;
yjqj[1] = a + b;
return yjqj;
}
private void button_OK_Click(object sender, EventArgs e)
{
this.Close();
}
private void textBox_Bandwidth_TextChanged(object sender, EventArgs e)
{
if (textBox_Bandwidth.Text == "") return;
ratio = double.Parse(textBox_Bandwidth.Text); ;
if (ratio == 0) return;
Excel.SeriesCollection series = (Excel.SeriesCollection)chart.SeriesCollection();
Excel.Point point;
Excel.Series Sseries;
int SquareSize;
int i, j;
for (i = 1; i < rows; i++)
{
Sseries = series.Item(i);
Sseries.Format.Line.Visible = Office.MsoTriState.msoFalse;
//if (comboBox_FourierMethod.SelectedItem.Equals("Circle"))
//{
Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleCircle;
//}
//else if (comboBox_FourierMethod.SelectedItem.Equals("Square"))
//{
// Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleSquare;
//}
//Sseries.MarkerStyle = Excel.XlMarkerStyle.xlMarkerStyleCircle;
for (j = 1; j < cols; j++)
{
point = (Excel.Point)Sseries.Points(j);
if (double.Parse(str[i, j]) >= 0)
{
point.MarkerBackgroundColor = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.MarkerForegroundColor = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.Format.Fill.Solid();
point.Format.Fill.Visible = Office.MsoTriState.msoCTrue;
point.Format.Fill.BackColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255, 255).ToArgb();
point.Format.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(255, RGB0.B, RGB0.G, RGB0.R).ToArgb();
point.Format.Fill.Transparency = 0.2F;
}
else
{
point.MarkerBackgroundColor = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.MarkerForegroundColor = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.Format.Fill.Solid();
point.Format.Fill.Visible = Office.MsoTriState.msoCTrue;
point.Format.Fill.BackColor.RGB = System.Drawing.Color.FromArgb(255, 255, 255, 255).ToArgb();
point.Format.Fill.ForeColor.RGB = System.Drawing.Color.FromArgb(255, RGB1.B, RGB1.G, RGB1.R).ToArgb();
point.Format.Fill.Transparency = 0.2F;
}
// SquareSize = (int)((double.Parse(str[i, j]) - Min_size) / (Max_size - Min_size) * ratio) + 2;
if (i==j)
{
SquareSize =2;
point.MarkerSize = SquareSize;
}
else
{
SquareSize = (int)(Math.Sqrt(Math.Abs((double.Parse(str[i, j])))) * ratio + 2);
if (SquareSize > 72)
{ SquareSize = 72; }
point.MarkerSize = SquareSize;
}
}
}
}
}
}