diff --git a/packages/s2-core/__tests__/bugs/__snapshots__/issue-2684-spec.ts.snap b/packages/s2-core/__tests__/bugs/__snapshots__/issue-2684-spec.ts.snap
new file mode 100644
index 0000000000..e9e6da7b4b
--- /dev/null
+++ b/packages/s2-core/__tests__/bugs/__snapshots__/issue-2684-spec.ts.snap
@@ -0,0 +1,15 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`PivotSheet Special Dimension Values Copy Tests should correctly copy data with header 1`] = `
+"	两片罐事业部	宝翼制罐	河北制罐	成都制罐	哈尔滨制罐
+	dq	dq	dq	dq	dq
+2018年-三月	53332				
+2019年-三月	53332				
+2023年-三月	53332	67456	53332	66293.333333	97192.090909
+2023年-四月	67454	0	70442.733333	56665	100535.760606
+2023年-五月	23566	-10000	73786.40303	65554	103879.430303
+2023年-六月	67456	22222	77130.072727	53332	107223.1
+2023年-七月	0	39998	80473.742424	70442.733333	61292.833333
+2023年-八月	0	48877	83817.412121	73786.40303	66293.333333
+2023年-九月	22222	49999	87161.081818	77130.072727	56665"
+`;
diff --git a/packages/s2-core/__tests__/bugs/issue-2684-spec.ts b/packages/s2-core/__tests__/bugs/issue-2684-spec.ts
new file mode 100644
index 0000000000..ea0365675f
--- /dev/null
+++ b/packages/s2-core/__tests__/bugs/issue-2684-spec.ts
@@ -0,0 +1,60 @@
+/**
+ * 透视表维值含有 "-", 复制数据时表头缺失
+ * @description spec for issue #2684
+ * https://github.com/antvis/S2/issues/2684
+ */
+
+import { isEmpty } from 'lodash';
+import { InteractionStateName } from '../../src';
+import { getSelectedData } from '../../src/utils/export/copy';
+import * as mockDataConfig from '../data/data-issue-2684.json';
+import { createPivotSheet } from '../util/helpers';
+import type { S2Options, SpreadSheet } from '@/index';
+
+const s2Options: S2Options = {
+  width: 600,
+  height: 480,
+  interaction: {
+    enableCopy: true,
+    copyWithHeader: true,
+    copyWithFormat: true,
+    brushSelection: {
+      data: true,
+      row: true,
+      col: true,
+    },
+    multiSelection: true,
+  },
+};
+
+describe('PivotSheet Special Dimension Values Copy Tests', () => {
+  let s2: SpreadSheet;
+
+  beforeEach(() => {
+    s2 = createPivotSheet(s2Options);
+    s2.setDataCfg(mockDataConfig);
+    s2.render();
+  });
+
+  test('should correctly copy data with header', () => {
+    const { rowLeafNodes, colLeafNodes } = s2.facet.layoutResult;
+    const cells = s2.interaction.getPanelGroupAllDataCells().map((cell) => {
+      const meta = cell.getMeta();
+      const colId = String(colLeafNodes[meta.colIndex].id);
+      const rowId = isEmpty(rowLeafNodes)
+        ? String(meta.rowIndex)
+        : String(rowLeafNodes[meta.rowIndex].id);
+
+      return { ...meta, colId, rowId };
+    });
+
+    s2.interaction.changeState({
+      cells,
+      stateName: InteractionStateName.SELECTED,
+    });
+
+    const data = getSelectedData(s2);
+
+    expect(data).toMatchSnapshot();
+  });
+});
diff --git a/packages/s2-core/__tests__/data/data-issue-2684.json b/packages/s2-core/__tests__/data/data-issue-2684.json
new file mode 100644
index 0000000000..d568f09996
--- /dev/null
+++ b/packages/s2-core/__tests__/data/data-issue-2684.json
@@ -0,0 +1,558 @@
+{
+  "fields": {
+    "rows": ["year-period"],
+    "columns": ["entity"],
+    "values": ["dq"],
+    "valueInCols": true
+  },
+  "meta": [
+    {
+      "field": "year"
+    },
+    {
+      "field": "dq"
+    },
+    {
+      "field": "bq"
+    },
+    {
+      "field": "tq"
+    },
+    {
+      "field": "mlv"
+    },
+    {
+      "field": "tb"
+    },
+    {
+      "field": "period",
+      "name": "月份"
+    },
+    {
+      "field": "entity"
+    },
+    {
+      "field": "year-period"
+    }
+  ],
+  "data": [
+    {
+      "period": "三月",
+      "year": "2018年",
+      "entity": "两片罐事业部",
+      "year-period": "2018年-三月",
+      "bq": 32223,
+      "dq": 53332,
+      "_origin": {
+        "period": "3",
+        "year": "2018",
+        "entity": "Can_BU",
+        "year-period": "2018-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2019年",
+      "entity": "两片罐事业部",
+      "year-period": "2019年-三月",
+      "bq": 32223,
+      "dq": 53332,
+      "_origin": {
+        "period": "3",
+        "year": "2019",
+        "entity": "Can_BU",
+        "year-period": "2019-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-三月",
+      "bq": 61745.2,
+      "dq": 53332,
+      "_origin": {
+        "period": "3",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-三月",
+      "bq": 36544,
+      "dq": 67456,
+      "_origin": {
+        "period": "3",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-三月",
+      "bq": 49096,
+      "dq": 53332,
+      "_origin": {
+        "period": "3",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-三月",
+      "bq": 74394.4,
+      "dq": 66293.333333,
+      "_origin": {
+        "period": "3",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-3"
+      }
+    },
+    {
+      "period": "三月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-三月",
+      "bq": 71232.1,
+      "dq": 97192.090909,
+      "_origin": {
+        "period": "3",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-3"
+      }
+    },
+    {
+      "period": "四月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-四月",
+      "bq": 62799.3,
+      "dq": 67454,
+      "_origin": {
+        "period": "4",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-4"
+      }
+    },
+    {
+      "period": "四月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-四月",
+      "bq": 37567,
+      "dq": 0,
+      "_origin": {
+        "period": "4",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-4"
+      }
+    },
+    {
+      "period": "四月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-四月",
+      "bq": 50150.1,
+      "dq": 70442.733333,
+      "_origin": {
+        "period": "4",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-4"
+      }
+    },
+    {
+      "period": "四月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-四月",
+      "bq": 75448.5,
+      "dq": 56665,
+      "_origin": {
+        "period": "4",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-4"
+      }
+    },
+    {
+      "period": "四月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-四月",
+      "bq": 72286.2,
+      "dq": 100535.760606,
+      "_origin": {
+        "period": "4",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-4"
+      }
+    },
+    {
+      "period": "五月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-五月",
+      "bq": 63853.4,
+      "dq": 23566,
+      "_origin": {
+        "period": "5",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-5"
+      }
+    },
+    {
+      "period": "五月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-五月",
+      "bq": 38555,
+      "dq": -10000,
+      "_origin": {
+        "period": "5",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-5"
+      }
+    },
+    {
+      "period": "五月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-五月",
+      "bq": 51204.2,
+      "dq": 73786.40303,
+      "_origin": {
+        "period": "5",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-5"
+      }
+    },
+    {
+      "period": "五月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-五月",
+      "bq": 76502.6,
+      "dq": 65554,
+      "_origin": {
+        "period": "5",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-5"
+      }
+    },
+    {
+      "period": "五月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-五月",
+      "bq": 73340.3,
+      "dq": 103879.430303,
+      "_origin": {
+        "period": "5",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-5"
+      }
+    },
+    {
+      "period": "六月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-六月",
+      "bq": 64907.5,
+      "dq": 67456,
+      "_origin": {
+        "period": "6",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-6"
+      }
+    },
+    {
+      "period": "六月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-六月",
+      "bq": 39609.1,
+      "dq": 22222,
+      "_origin": {
+        "period": "6",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-6"
+      }
+    },
+    {
+      "period": "六月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-六月",
+      "bq": 52258.3,
+      "dq": 77130.072727,
+      "_origin": {
+        "period": "6",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-6"
+      }
+    },
+    {
+      "period": "六月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-六月",
+      "bq": 77556.7,
+      "dq": 53332,
+      "_origin": {
+        "period": "6",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-6"
+      }
+    },
+    {
+      "period": "六月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-六月",
+      "bq": -34394.4,
+      "dq": 107223.1,
+      "_origin": {
+        "period": "6",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-6"
+      }
+    },
+    {
+      "period": "七月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-七月",
+      "bq": 65961.6,
+      "dq": 0,
+      "_origin": {
+        "period": "7",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-7"
+      }
+    },
+    {
+      "period": "七月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-七月",
+      "bq": 40663.2,
+      "dq": 39998,
+      "_origin": {
+        "period": "7",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-7"
+      }
+    },
+    {
+      "period": "七月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-七月",
+      "bq": 53312.4,
+      "dq": 80473.742424,
+      "_origin": {
+        "period": "7",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-7"
+      }
+    },
+    {
+      "period": "七月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-七月",
+      "bq": 78610.8,
+      "dq": 70442.733333,
+      "_origin": {
+        "period": "7",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-7"
+      }
+    },
+    {
+      "period": "七月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-七月",
+      "bq": 75448.5,
+      "dq": 61292.833333,
+      "_origin": {
+        "period": "7",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-7"
+      }
+    },
+    {
+      "period": "八月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-八月",
+      "bq": 67015.7,
+      "dq": 0,
+      "_origin": {
+        "period": "8",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-8"
+      }
+    },
+    {
+      "period": "八月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-八月",
+      "bq": 41717.3,
+      "dq": 48877,
+      "_origin": {
+        "period": "8",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-8"
+      }
+    },
+    {
+      "period": "八月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-八月",
+      "bq": 54366.5,
+      "dq": 83817.412121,
+      "_origin": {
+        "period": "8",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-8"
+      }
+    },
+    {
+      "period": "八月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-八月",
+      "bq": 79664.9,
+      "dq": 73786.40303,
+      "_origin": {
+        "period": "8",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-8"
+      }
+    },
+    {
+      "period": "八月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-八月",
+      "bq": 76502.6,
+      "dq": 66293.333333,
+      "_origin": {
+        "period": "8",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-8"
+      }
+    },
+    {
+      "period": "九月",
+      "year": "2023年",
+      "entity": "两片罐事业部",
+      "year-period": "2023年-九月",
+      "bq": 68069.8,
+      "dq": 22222,
+      "_origin": {
+        "period": "9",
+        "year": "2023",
+        "entity": "Can_BU",
+        "year-period": "2023-9"
+      }
+    },
+    {
+      "period": "九月",
+      "year": "2023年",
+      "entity": "宝翼制罐",
+      "year-period": "2023年-九月",
+      "bq": 42771.4,
+      "dq": 49999,
+      "_origin": {
+        "period": "9",
+        "year": "2023",
+        "entity": "en10301",
+        "year-period": "2023-9"
+      }
+    },
+    {
+      "period": "九月",
+      "year": "2023年",
+      "entity": "河北制罐",
+      "year-period": "2023年-九月",
+      "bq": 55420.6,
+      "dq": 87161.081818,
+      "_origin": {
+        "period": "9",
+        "year": "2023",
+        "entity": "En10302",
+        "year-period": "2023-9"
+      }
+    },
+    {
+      "period": "九月",
+      "year": "2023年",
+      "entity": "成都制罐",
+      "year-period": "2023年-九月",
+      "bq": 80719,
+      "dq": 77130.072727,
+      "_origin": {
+        "period": "9",
+        "year": "2023",
+        "entity": "En10303",
+        "year-period": "2023-9"
+      }
+    },
+    {
+      "period": "九月",
+      "year": "2023年",
+      "entity": "哈尔滨制罐",
+      "year-period": "2023年-九月",
+      "bq": 77556.7,
+      "dq": 56665,
+      "_origin": {
+        "period": "9",
+        "year": "2023",
+        "entity": "En10314",
+        "year-period": "2023-9"
+      }
+    }
+  ]
+}
diff --git a/packages/s2-core/__tests__/spreadsheet/total-group-spec.ts b/packages/s2-core/__tests__/spreadsheet/total-group-spec.ts
index 8ba7b9b2ca..2c6ec0d399 100644
--- a/packages/s2-core/__tests__/spreadsheet/total-group-spec.ts
+++ b/packages/s2-core/__tests__/spreadsheet/total-group-spec.ts
@@ -366,11 +366,15 @@ describe('Total Group Dimension Test', () => {
     'should render correctly group totals layout if data is empty by %o',
     (config) => {
       s2 = new PivotSheet(container, dataCfg, {
-        ...config,
-        showGrandTotals: true,
-        showSubTotals: true,
-        reverseLayout: true,
-        reverseSubLayout: true,
+        totals: {
+          col: {
+            ...config,
+            showGrandTotals: true,
+            showSubTotals: true,
+            reverseLayout: true,
+            reverseSubLayout: true,
+          },
+        },
       });
 
       s2.setDataCfg({
@@ -386,8 +390,8 @@ describe('Total Group Dimension Test', () => {
       const { colNodes, colsHierarchy } = s2.facet.layoutResult;
 
       expect(colsHierarchy.height).toEqual(90);
-      expect(colNodes).toHaveLength(4);
-      expect(colNodes.find((node) => node.value === '总计')).toBeFalsy();
+      expect(colNodes).toHaveLength(7);
+      expect(colNodes.find((node) => node.value === '总计')).toBeTruthy();
       expect(colNodes.find((node) => node.value === '小计')).toBeFalsy();
     },
   );
diff --git a/packages/s2-core/__tests__/unit/cell/header-cell-spec.ts b/packages/s2-core/__tests__/unit/cell/header-cell-spec.ts
index 222099fdb1..b03c2ee04c 100644
--- a/packages/s2-core/__tests__/unit/cell/header-cell-spec.ts
+++ b/packages/s2-core/__tests__/unit/cell/header-cell-spec.ts
@@ -181,13 +181,13 @@ describe('header cell formatter test', () => {
     test('should render col header sort icons', () => {
       s2.options.showDefaultHeaderActionIcon = true;
       jest.spyOn(s2, 'isValueInCols').mockImplementationOnce(() => true);
+      const showSortIconSpy = jest
+        .spyOn(ColCell.prototype, 'showSortIcon')
+        .mockImplementation(() => true);
+
       const colCell = new ColCell(colNode, s2);
       // @ts-ignore
       colCell.actionIcons = [];
-      const showSortIconSpy = jest
-        // @ts-ignore
-        .spyOn(colCell, 'showSortIcon')
-        .mockImplementation(() => true);
       // @ts-ignore
       colCell.drawActionIcons();
       // @ts-ignore
diff --git a/packages/s2-core/__tests__/unit/cell/series-number-cell-spec.ts b/packages/s2-core/__tests__/unit/cell/series-number-cell-spec.ts
index 333c450d5f..ad98677ad7 100644
--- a/packages/s2-core/__tests__/unit/cell/series-number-cell-spec.ts
+++ b/packages/s2-core/__tests__/unit/cell/series-number-cell-spec.ts
@@ -8,7 +8,7 @@ import { PivotSheet, SpreadSheet } from '@/sheet-type';
 const MockPivotSheet = PivotSheet as unknown as jest.Mock<PivotSheet>;
 const MockPivotDataSet = PivotDataSet as unknown as jest.Mock<PivotDataSet>;
 
-describe('header cell formatter test', () => {
+describe('series number cell formatter test', () => {
   const root = new Node({ id: `root`, key: '', value: '', children: [] });
 
   const rowNode = new Node({
diff --git a/packages/s2-core/__tests__/unit/utils/cell/data-cell-spec.ts b/packages/s2-core/__tests__/unit/utils/cell/data-cell-spec.ts
index 2f89a8119a..b5855030fe 100644
--- a/packages/s2-core/__tests__/unit/utils/cell/data-cell-spec.ts
+++ b/packages/s2-core/__tests__/unit/utils/cell/data-cell-spec.ts
@@ -1,10 +1,14 @@
-import { EXTRA_FIELD, VALUE_FIELD } from '@/common/constant/field';
+import { EXTRA_FIELD, VALUE_FIELD, CellTypes } from '@/common';
 import type {
   FilterDataItemCallback,
   MappingDataItemCallback,
 } from '@/common/interface/basic';
 import type { Data, MultiData } from '@/common/interface/s2DataConfig';
-import { handleDataItem } from '@/utils/cell/data-cell';
+import {
+  handleDataItem,
+  getDataCellId,
+  isDataCell,
+} from '@/utils/cell/data-cell';
 
 describe('Display Data Item Callback Test', () => {
   test('should return origin data value when there is no callback', () => {
@@ -68,4 +72,30 @@ describe('Display Data Item Callback Test', () => {
       'price-rc': -0.3,
     });
   });
+
+  test('#getDataCellId()', () => {
+    expect(getDataCellId('', '')).toEqual('-');
+    expect(getDataCellId('rowId', 'colId')).toEqual('rowId-colId');
+    expect(getDataCellId('rowId', '')).toEqual('rowId-');
+    expect(getDataCellId('', 'colId')).toEqual('-colId');
+  });
+
+  test('#isDataCell()', () => {
+    expect(
+      isDataCell({
+        id: '',
+        rowIndex: 0,
+        colIndex: 0,
+        type: CellTypes.DATA_CELL,
+      }),
+    ).toBeTruthy();
+    expect(
+      isDataCell({
+        id: '',
+        rowIndex: 0,
+        colIndex: 0,
+        type: CellTypes.COL_CELL,
+      }),
+    ).toBeFalsy();
+  });
 });
diff --git a/packages/s2-core/src/common/constant/basic.ts b/packages/s2-core/src/common/constant/basic.ts
index a237b86c20..7c68866636 100644
--- a/packages/s2-core/src/common/constant/basic.ts
+++ b/packages/s2-core/src/common/constant/basic.ts
@@ -52,6 +52,8 @@ export const KEY_COL_REAL_WIDTH_INFO = 'col-real-width-info';
 
 export const ROOT_ID = 'root';
 export const ID_SEPARATOR = '[&]';
+// 数值单元格 ID 分割符 TODO: 2.0 版本使用唯一标识
+export const DATA_CELL_ID_SEPARATOR = '-';
 export const EMPTY_PLACEHOLDER = '-';
 
 export const PADDING_TOP = 0;
diff --git a/packages/s2-core/src/common/interface/interaction.ts b/packages/s2-core/src/common/interface/interaction.ts
index 1f67b44ae2..1832b6a3fa 100644
--- a/packages/s2-core/src/common/interface/interaction.ts
+++ b/packages/s2-core/src/common/interface/interaction.ts
@@ -38,6 +38,8 @@ export interface CellMeta {
   rowIndex: number;
   type: CellTypes;
   rowQuery?: Record<string, any>;
+  rowId?: string;
+  colId?: string;
   [key: string]: unknown;
 }
 
diff --git a/packages/s2-core/src/interaction/brush-selection/data-cell-brush-selection.ts b/packages/s2-core/src/interaction/brush-selection/data-cell-brush-selection.ts
index dabfa25ae2..463f869e01 100644
--- a/packages/s2-core/src/interaction/brush-selection/data-cell-brush-selection.ts
+++ b/packages/s2-core/src/interaction/brush-selection/data-cell-brush-selection.ts
@@ -10,6 +10,7 @@ import {
 import type { BrushRange, CellMeta, ViewMeta } from '../../common/interface';
 import { afterSelectDataCells } from '../../utils/interaction/select-event';
 import { TableDataCell } from '../../cell/table-data-cell';
+import { getDataCellId } from '../../utils';
 import { BaseBrushSelection } from './base-brush-selection';
 
 export class DataCellBrushSelection extends BaseBrushSelection {
@@ -82,7 +83,7 @@ export class DataCellBrushSelection extends BaseBrushSelection {
         metas.push({
           colIndex,
           rowIndex,
-          id: `${rowId}-${colId}`,
+          id: getDataCellId(rowId, colId),
           type: CellTypes.DATA_CELL,
           rowId,
           colId,
diff --git a/packages/s2-core/src/utils/cell/data-cell.ts b/packages/s2-core/src/utils/cell/data-cell.ts
index e0859dd627..e1cb2a9f89 100644
--- a/packages/s2-core/src/utils/cell/data-cell.ts
+++ b/packages/s2-core/src/utils/cell/data-cell.ts
@@ -1,12 +1,11 @@
-import { isEqual, forEach, isBoolean } from 'lodash';
+import { forEach, isEqual } from 'lodash';
 import type { DataCell } from '../../cell';
-import type { SpreadSheet } from '../../sheet-type';
 import {
+  CellTypes,
+  DATA_CELL_ID_SEPARATOR,
   EXTRA_FIELD,
-  VALUE_FIELD,
   InteractionStateName,
-  CellTypes,
-  EMPTY_PLACEHOLDER,
+  VALUE_FIELD,
 } from '../../common/constant';
 import type {
   CellMeta,
@@ -15,6 +14,7 @@ import type {
   MappingDataItemCallback,
   S2CellType,
 } from '../../common/interface';
+import type { SpreadSheet } from '../../sheet-type';
 
 export const handleDataItem = (
   data: Data,
@@ -37,8 +37,8 @@ export const includeCell = (cells: CellMeta[], currentCell: S2CellType) => {
   });
 };
 
-export const getDataCellId = (rowIndex: string, colIndex: string) => {
-  return `${rowIndex}${EMPTY_PLACEHOLDER}${colIndex}`;
+export const getDataCellId = (rowId: string, colId: string) => {
+  return `${rowId}${DATA_CELL_ID_SEPARATOR}${colId}`;
 };
 
 export const shouldUpdateBySelectedCellsHighlight = (s2: SpreadSheet) => {
diff --git a/packages/s2-core/src/utils/export/copy.ts b/packages/s2-core/src/utils/export/copy.ts
index ff39f66f7e..9a56e3f301 100644
--- a/packages/s2-core/src/utils/export/copy.ts
+++ b/packages/s2-core/src/utils/export/copy.ts
@@ -2,9 +2,11 @@ import {
   escape,
   every,
   filter,
+  first,
   forEach,
   isEmpty,
   isNil,
+  last,
   map,
   max,
   orderBy,
@@ -14,8 +16,8 @@ import {
 import type { ColCell, HeaderCell, RowCell } from '../../cell';
 import {
   CellTypes,
+  DATA_CELL_ID_SEPARATOR,
   CopyType,
-  EMPTY_PLACEHOLDER,
   EXTRA_FIELD,
   ID_SEPARATOR,
   InteractionStateName,
@@ -354,6 +356,7 @@ export const getSelectedCellsMeta = (cells: CellMeta[]) => {
   });
   return twoDimDataArray;
 };
+
 const processTableColSelected = (
   spreadsheet: SpreadSheet,
   selectedCols: CellMeta[],
@@ -631,7 +634,10 @@ const getDataWithHeaderMatrix = (
 ): Copyable => {
   const colMatrix = zip(
     ...map(cellMetaMatrix[0], (cellMeta) => {
-      const colId = cellMeta.id.split(EMPTY_PLACEHOLDER)?.[1] ?? '';
+      const colId =
+        cellMeta?.colId ||
+        last(cellMeta?.id?.split(DATA_CELL_ID_SEPARATOR)) ||
+        '';
       return getHeaderMeasureFieldNames(
         getHeaderMeasureFields(colId),
         spreadsheet,
@@ -640,7 +646,10 @@ const getDataWithHeaderMatrix = (
   );
 
   const rowMatrix = map(cellMetaMatrix, (cellsMeta) => {
-    const rowId = cellsMeta[0].id.split(EMPTY_PLACEHOLDER)?.[0] ?? '';
+    const rowId =
+      cellsMeta?.[0]?.rowId ||
+      first(cellsMeta?.[0]?.id?.split(DATA_CELL_ID_SEPARATOR)) ||
+      '';
     return getHeaderMeasureFieldNames(
       getHeaderMeasureFields(rowId),
       spreadsheet,