如何使用Aspose.Cells添加数据透视图
什么是数据透视图
数据透视表是数据的可视表示。数据透视图提供了一种总结、分析、探索和展示汇总数据的方法。以下是数据透视表的一些关键特性和方面:
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动态数据表示:数据透视图会自动更新以反映数据透视表中的更改。如果在数据透视表中添加或删除字段,数据透视图会相应地更新。
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交互式:数据透视图是交互式的,允许用户对数据进行筛选、排序和深入分析。这使得探索数据集的不同方面变得容易。
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灵活布局:用户可以通过拖放字段来更改数据透视图的布局,从而灵活可视化数据。
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各种图表类型:根据数据的性质和您希望获得的见解,可以使用各种图表类型来创建数据透视图,例如柱状图、折线图、饼图等。
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汇总:数据透视图总结大量数据并可显示总计、平均值、计数或其他汇总统计信息。
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筛选:它们提供筛选功能,允许您仅显示符合特定标准的数据。
数据透视图通常用于商业智能和数据分析,以对复杂数据集提供清晰简洁的可视汇总。它们是做出基于数据的决策的强大工具。
如何使用Aspose.Cells添加数据透视图
添加数据透视表
使用Aspose.Cells创建数据透视表:
- 使用Cell对象的PutValue/setValue方法向工作表单元格添加一些数据。您还可以使用已填充数据的模板文件。这些数据将用作数据透视表的数据源。
- 通过调用PivotTables集合的add方法(封装在Worksheet对象中)向工作表添加一个数据透视表。
- 通过传入索引从PivotTables集合中访问新的 PivotTable 对象。# 使用 PivotTable 对象中封装的任何数据透视表对象来管理表。
下面是代码示例。
// For complete examples and data files, please go to https://github.com/aspose-cells/Aspose.Cells-for-.NET | |
// The path to the documents directory. | |
string dataDir = RunExamples.GetDataDir(System.Reflection.MethodBase.GetCurrentMethod().DeclaringType); | |
// Instantiating an Workbook object | |
Workbook workbook = new Workbook(); | |
// Obtaining the reference of the first worksheet | |
Worksheet sheet = workbook.Worksheets[0]; | |
// Name the sheet | |
sheet.Name = "Data"; | |
Cells cells = sheet.Cells; | |
// Setting the values to the cells | |
Cell cell = cells["A1"]; | |
cell.PutValue("Employee"); | |
cell = cells["B1"]; | |
cell.PutValue("Quarter"); | |
cell = cells["C1"]; | |
cell.PutValue("Product"); | |
cell = cells["D1"]; | |
cell.PutValue("Continent"); | |
cell = cells["E1"]; | |
cell.PutValue("Country"); | |
cell = cells["F1"]; | |
cell.PutValue("Sale"); | |
cell = cells["A2"]; | |
cell.PutValue("David"); | |
cell = cells["A3"]; | |
cell.PutValue("David"); | |
cell = cells["A4"]; | |
cell.PutValue("David"); | |
cell = cells["A5"]; | |
cell.PutValue("David"); | |
cell = cells["A6"]; | |
cell.PutValue("James"); | |
cell = cells["A7"]; | |
cell.PutValue("James"); | |
cell = cells["A8"]; | |
cell.PutValue("James"); | |
cell = cells["A9"]; | |
cell.PutValue("James"); | |
cell = cells["A10"]; | |
cell.PutValue("James"); | |
cell = cells["A11"]; | |
cell.PutValue("Miya"); | |
cell = cells["A12"]; | |
cell.PutValue("Miya"); | |
cell = cells["A13"]; | |
cell.PutValue("Miya"); | |
cell = cells["A14"]; | |
cell.PutValue("Miya"); | |
cell = cells["A15"]; | |
cell.PutValue("Miya"); | |
cell = cells["A16"]; | |
cell.PutValue("Miya"); | |
cell = cells["A17"]; | |
cell.PutValue("Miya"); | |
cell = cells["A18"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A19"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A20"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A21"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A22"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A23"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A24"]; | |
cell.PutValue("Elvis"); | |
cell = cells["A25"]; | |
cell.PutValue("Jean"); | |
cell = cells["A26"]; | |
cell.PutValue("Jean"); | |
cell = cells["A27"]; | |
cell.PutValue("Jean"); | |
cell = cells["A28"]; | |
cell.PutValue("Ada"); | |
cell = cells["A29"]; | |
cell.PutValue("Ada"); | |
cell = cells["A30"]; | |
cell.PutValue("Ada"); | |
cell = cells["B2"]; | |
cell.PutValue("1"); | |
cell = cells["B3"]; | |
cell.PutValue("2"); | |
cell = cells["B4"]; | |
cell.PutValue("3"); | |
cell = cells["B5"]; | |
cell.PutValue("4"); | |
cell = cells["B6"]; | |
cell.PutValue("1"); | |
cell = cells["B7"]; | |
cell.PutValue("2"); | |
cell = cells["B8"]; | |
cell.PutValue("3"); | |
cell = cells["B9"]; | |
cell.PutValue("4"); | |
cell = cells["B10"]; | |
cell.PutValue("4"); | |
cell = cells["B11"]; | |
cell.PutValue("1"); | |
cell = cells["B12"]; | |
cell.PutValue("1"); | |
cell = cells["B13"]; | |
cell.PutValue("2"); | |
cell = cells["B14"]; | |
cell.PutValue("2"); | |
cell = cells["B15"]; | |
cell.PutValue("3"); | |
cell = cells["B16"]; | |
cell.PutValue("4"); | |
cell = cells["B17"]; | |
cell.PutValue("4"); | |
cell = cells["B18"]; | |
cell.PutValue("1"); | |
cell = cells["B19"]; | |
cell.PutValue("1"); | |
cell = cells["B20"]; | |
cell.PutValue("2"); | |
cell = cells["B21"]; | |
cell.PutValue("3"); | |
cell = cells["B22"]; | |
cell.PutValue("3"); | |
cell = cells["B23"]; | |
cell.PutValue("4"); | |
cell = cells["B24"]; | |
cell.PutValue("4"); | |
cell = cells["B25"]; | |
cell.PutValue("1"); | |
cell = cells["B26"]; | |
cell.PutValue("2"); | |
cell = cells["B27"]; | |
cell.PutValue("3"); | |
cell = cells["B28"]; | |
cell.PutValue("1"); | |
cell = cells["B29"]; | |
cell.PutValue("2"); | |
cell = cells["B30"]; | |
cell.PutValue("3"); | |
cell = cells["C2"]; | |
cell.PutValue("Maxilaku"); | |
cell = cells["C3"]; | |
cell.PutValue("Maxilaku"); | |
cell = cells["C4"]; | |
cell.PutValue("Chai"); | |
cell = cells["C5"]; | |
cell.PutValue("Maxilaku"); | |
cell = cells["C6"]; | |
cell.PutValue("Chang"); | |
cell = cells["C7"]; | |
cell.PutValue("Chang"); | |
cell = cells["C8"]; | |
cell.PutValue("Chang"); | |
cell = cells["C9"]; | |
cell.PutValue("Chang"); | |
cell = cells["C10"]; | |
cell.PutValue("Chang"); | |
cell = cells["C11"]; | |
cell.PutValue("Geitost"); | |
cell = cells["C12"]; | |
cell.PutValue("Chai"); | |
cell = cells["C13"]; | |
cell.PutValue("Geitost"); | |
cell = cells["C14"]; | |
cell.PutValue("Geitost"); | |
cell = cells["C15"]; | |
cell.PutValue("Maxilaku"); | |
cell = cells["C16"]; | |
cell.PutValue("Geitost"); | |
cell = cells["C17"]; | |
cell.PutValue("Geitost"); | |
cell = cells["C18"]; | |
cell.PutValue("Ikuru"); | |
cell = cells["C19"]; | |
cell.PutValue("Ikuru"); | |
cell = cells["C20"]; | |
cell.PutValue("Ikuru"); | |
cell = cells["C21"]; | |
cell.PutValue("Ikuru"); | |
cell = cells["C22"]; | |
cell.PutValue("Ipoh Coffee"); | |
cell = cells["C23"]; | |
cell.PutValue("Ipoh Coffee"); | |
cell = cells["C24"]; | |
cell.PutValue("Ipoh Coffee"); | |
cell = cells["C25"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["C26"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["C27"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["C28"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["C29"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["C30"]; | |
cell.PutValue("Chocolade"); | |
cell = cells["D2"]; | |
cell.PutValue("Asia"); | |
cell = cells["D3"]; | |
cell.PutValue("Asia"); | |
cell = cells["D4"]; | |
cell.PutValue("Asia"); | |
cell = cells["D5"]; | |
cell.PutValue("Asia"); | |
cell = cells["D6"]; | |
cell.PutValue("Europe"); | |
cell = cells["D7"]; | |
cell.PutValue("Europe"); | |
cell = cells["D8"]; | |
cell.PutValue("Europe"); | |
cell = cells["D9"]; | |
cell.PutValue("Europe"); | |
cell = cells["D10"]; | |
cell.PutValue("Europe"); | |
cell = cells["D11"]; | |
cell.PutValue("America"); | |
cell = cells["D12"]; | |
cell.PutValue("America"); | |
cell = cells["D13"]; | |
cell.PutValue("America"); | |
cell = cells["D14"]; | |
cell.PutValue("America"); | |
cell = cells["D15"]; | |
cell.PutValue("America"); | |
cell = cells["D16"]; | |
cell.PutValue("America"); | |
cell = cells["D17"]; | |
cell.PutValue("America"); | |
cell = cells["D18"]; | |
cell.PutValue("Europe"); | |
cell = cells["D19"]; | |
cell.PutValue("Europe"); | |
cell = cells["D20"]; | |
cell.PutValue("Europe"); | |
cell = cells["D21"]; | |
cell.PutValue("Oceania"); | |
cell = cells["D22"]; | |
cell.PutValue("Oceania"); | |
cell = cells["D23"]; | |
cell.PutValue("Oceania"); | |
cell = cells["D24"]; | |
cell.PutValue("Oceania"); | |
cell = cells["D25"]; | |
cell.PutValue("Africa"); | |
cell = cells["D26"]; | |
cell.PutValue("Africa"); | |
cell = cells["D27"]; | |
cell.PutValue("Africa"); | |
cell = cells["D28"]; | |
cell.PutValue("Africa"); | |
cell = cells["D29"]; | |
cell.PutValue("Africa"); | |
cell = cells["D30"]; | |
cell.PutValue("Africa"); | |
cell = cells["E2"]; | |
cell.PutValue("China"); | |
cell = cells["E3"]; | |
cell.PutValue("India"); | |
cell = cells["E4"]; | |
cell.PutValue("Korea"); | |
cell = cells["E5"]; | |
cell.PutValue("India"); | |
cell = cells["E6"]; | |
cell.PutValue("France"); | |
cell = cells["E7"]; | |
cell.PutValue("France"); | |
cell = cells["E8"]; | |
cell.PutValue("Germany"); | |
cell = cells["E9"]; | |
cell.PutValue("Italy"); | |
cell = cells["E10"]; | |
cell.PutValue("France"); | |
cell = cells["E11"]; | |
cell.PutValue("U.S."); | |
cell = cells["E12"]; | |
cell.PutValue("U.S."); | |
cell = cells["E13"]; | |
cell.PutValue("Brazil"); | |
cell = cells["E14"]; | |
cell.PutValue("U.S."); | |
cell = cells["E15"]; | |
cell.PutValue("U.S."); | |
cell = cells["E16"]; | |
cell.PutValue("Canada"); | |
cell = cells["E17"]; | |
cell.PutValue("U.S."); | |
cell = cells["E18"]; | |
cell.PutValue("Italy"); | |
cell = cells["E19"]; | |
cell.PutValue("France"); | |
cell = cells["E20"]; | |
cell.PutValue("Italy"); | |
cell = cells["E21"]; | |
cell.PutValue("New Zealand"); | |
cell = cells["E22"]; | |
cell.PutValue("Australia"); | |
cell = cells["E23"]; | |
cell.PutValue("Australia"); | |
cell = cells["E24"]; | |
cell.PutValue("New Zealand"); | |
cell = cells["E25"]; | |
cell.PutValue("S.Africa"); | |
cell = cells["E26"]; | |
cell.PutValue("S.Africa"); | |
cell = cells["E27"]; | |
cell.PutValue("S.Africa"); | |
cell = cells["E28"]; | |
cell.PutValue("Egypt"); | |
cell = cells["E29"]; | |
cell.PutValue("Egypt"); | |
cell = cells["E30"]; | |
cell.PutValue("Egypt"); | |
cell = cells["F2"]; | |
cell.PutValue(2000); | |
cell = cells["F3"]; | |
cell.PutValue(500); | |
cell = cells["F4"]; | |
cell.PutValue(1200); | |
cell = cells["F5"]; | |
cell.PutValue(1500); | |
cell = cells["F6"]; | |
cell.PutValue(500); | |
cell = cells["F7"]; | |
cell.PutValue(1500); | |
cell = cells["F8"]; | |
cell.PutValue(800); | |
cell = cells["F9"]; | |
cell.PutValue(900); | |
cell = cells["F10"]; | |
cell.PutValue(500); | |
cell = cells["F11"]; | |
cell.PutValue(1600); | |
cell = cells["F12"]; | |
cell.PutValue(600); | |
cell = cells["F13"]; | |
cell.PutValue(2000); | |
cell = cells["F14"]; | |
cell.PutValue(500); | |
cell = cells["F15"]; | |
cell.PutValue(900); | |
cell = cells["F16"]; | |
cell.PutValue(700); | |
cell = cells["F17"]; | |
cell.PutValue(1400); | |
cell = cells["F18"]; | |
cell.PutValue(1350); | |
cell = cells["F19"]; | |
cell.PutValue(300); | |
cell = cells["F20"]; | |
cell.PutValue(500); | |
cell = cells["F21"]; | |
cell.PutValue(1000); | |
cell = cells["F22"]; | |
cell.PutValue(1500); | |
cell = cells["F23"]; | |
cell.PutValue(1500); | |
cell = cells["F24"]; | |
cell.PutValue(1600); | |
cell = cells["F25"]; | |
cell.PutValue(1000); | |
cell = cells["F26"]; | |
cell.PutValue(1200); | |
cell = cells["F27"]; | |
cell.PutValue(1300); | |
cell = cells["F28"]; | |
cell.PutValue(1500); | |
cell = cells["F29"]; | |
cell.PutValue(1400); | |
cell = cells["F30"]; | |
cell.PutValue(1000); | |
// Adding a new sheet | |
Worksheet sheet2 = workbook.Worksheets[workbook.Worksheets.Add()]; | |
// Naming the sheet | |
sheet2.Name = "PivotTable"; | |
// Getting the pivottables collection in the sheet | |
Aspose.Cells.Pivot.PivotTableCollection pivotTables = sheet2.PivotTables; | |
// Adding a PivotTable to the worksheet | |
int index = pivotTables.Add("=Data!A1:F30", "B3", "PivotTable1"); | |
// Accessing the instance of the newly added PivotTable | |
Aspose.Cells.Pivot.PivotTable pivotTable = pivotTables[index]; | |
// Showing the grand totals | |
pivotTable.RowGrand = true; | |
pivotTable.ColumnGrand = true; | |
// Setting the PivotTable report is automatically formatted | |
pivotTable.IsAutoFormat = true; | |
// Setting the PivotTable autoformat type. | |
pivotTable.AutoFormatType = Aspose.Cells.Pivot.PivotTableAutoFormatType.Report6; | |
// Draging the first field to the row area. | |
pivotTable.AddFieldToArea(Aspose.Cells.Pivot.PivotFieldType.Row, 0); | |
// Draging the third field to the row area. | |
pivotTable.AddFieldToArea(Aspose.Cells.Pivot.PivotFieldType.Row, 2); | |
// Draging the second field to the row area. | |
pivotTable.AddFieldToArea(Aspose.Cells.Pivot.PivotFieldType.Row, 1); | |
// Draging the fourth field to the column area. | |
pivotTable.AddFieldToArea(Aspose.Cells.Pivot.PivotFieldType.Column, 3); | |
// Draging the fifth field to the data area. | |
pivotTable.AddFieldToArea(Aspose.Cells.Pivot.PivotFieldType.Data, 5); | |
// Setting the number format of the first data field | |
pivotTable.DataFields[0].NumberFormat = "$#,##0.00"; | |
// Saving the Excel file | |
workbook.Save(dataDir+ "pivotTable_test.out.xlsx"); |
添加数据透视图
使用Aspose.Cells创建数据透视图:
- 添加图表。
- 将图表的数据源设置为引用电子表格中的现有数据透视表。
- 设置其他属性。
// For complete examples and data files, please go to https://github.com/aspose-cells/Aspose.Cells-for-.NET | |
// The path to the documents directory. | |
string dataDir = RunExamples.GetDataDir(System.Reflection.MethodBase.GetCurrentMethod().DeclaringType); | |
// Instantiating an Workbook object | |
// Opening the excel file | |
Workbook workbook = new Workbook(dataDir+ "pivotTable_test.xlsx"); | |
// Adding a new sheet | |
Worksheet sheet3 = workbook.Worksheets[workbook.Worksheets.Add(SheetType.Chart)]; | |
// Naming the sheet | |
sheet3.Name = "PivotChart"; | |
// Adding a column chart | |
int index = sheet3.Charts.Add(Aspose.Cells.Charts.ChartType.Column, 0, 5, 28, 16); | |
// Setting the pivot chart data source | |
sheet3.Charts[index].PivotSource = "PivotTable!PivotTable1"; | |
sheet3.Charts[index].HidePivotFieldButtons = false; | |
// Saving the Excel file | |
workbook.Save(dataDir+ "pivotChart_test_out.xlsx"); |