diff --git a/__tests__/bugs/issue-2572-spec.ts b/__tests__/bugs/issue-2572-spec.ts
new file mode 100644
index 0000000000..41e6217b9d
--- /dev/null
+++ b/__tests__/bugs/issue-2572-spec.ts
@@ -0,0 +1,191 @@
+import { Column } from '../../src';
+import { createDiv, removeDom } from '../utils/dom';
+
+describe('#2572', () => {
+  const data = [
+    {
+      product_type: '办公用品',
+      sex: '男',
+      order_amt: 8,
+      product_sub_type: '橡皮擦',
+    },
+    {
+      product_type: '办公用品',
+      sex: '男',
+      order_amt: 10,
+      product_sub_type: '书架',
+    },
+    {
+      product_type: '办公用品',
+      sex: '男',
+      order_amt: 20,
+      product_sub_type: '砚台',
+    },
+    {
+      product_type: '办公用品',
+      sex: '女',
+      order_amt: 13,
+      product_sub_type: '砚台',
+    },
+    {
+      product_type: '办公用品',
+      sex: '女',
+      order_amt: 21,
+      product_sub_type: '橡皮擦',
+    },
+    {
+      product_type: '办公用品',
+      sex: '女',
+      order_amt: 21,
+      product_sub_type: '书架',
+    },
+    {
+      product_type: '家电家具',
+      sex: '男',
+      order_amt: 13,
+      product_sub_type: '洗衣机',
+    },
+    {
+      product_type: '家电家具',
+      sex: '女',
+      order_amt: 2,
+      product_sub_type: '洗衣机',
+    },
+    {
+      product_type: '家电家具',
+      sex: '男',
+      order_amt: 5,
+      product_sub_type: '微波炉',
+    },
+    {
+      product_type: '家电家具',
+      sex: '男',
+      order_amt: 14,
+      product_sub_type: '电磁炉',
+    },
+    {
+      product_type: '家电家具',
+      sex: '女',
+      order_amt: 23,
+      product_sub_type: '微波炉',
+    },
+    {
+      product_type: '家电家具',
+      sex: '女',
+      order_amt: 23,
+      product_sub_type: '电磁炉',
+    },
+    {
+      product_type: '电子产品',
+      sex: '男',
+      order_amt: 33,
+      product_sub_type: '电脑',
+    },
+    {
+      product_type: '电子产品',
+      sex: '女',
+      order_amt: 4,
+      product_sub_type: '电脑',
+    },
+    {
+      product_type: '电子产品',
+      sex: '女',
+      order_amt: 23,
+      product_sub_type: 'switch',
+    },
+    {
+      product_type: '电子产品',
+      sex: '男',
+      order_amt: 20.9,
+      product_sub_type: 'switch',
+    },
+    {
+      product_type: '电子产品',
+      sex: '男',
+      order_amt: 5.9,
+      product_sub_type: '鼠标',
+    },
+    {
+      product_type: '电子产品',
+      sex: '女',
+      order_amt: 5.9,
+      product_sub_type: '鼠标',
+    },
+  ];
+  const div = createDiv();
+  const plot = new Column(div, {
+    data,
+    xField: 'product_type',
+    yField: 'order_amt',
+    isGroup: true,
+    isStack: true,
+    seriesField: 'product_sub_type',
+    groupField: 'sex',
+  });
+
+  plot.render();
+  const box = plot.chart.geometries[0].elements[0].getBBox();
+  const point = { x: box.x + box.width / 2, y: box.y + box.height / 2 };
+
+  expect(plot.chart.getController('tooltip').getTooltipItems(point).length).toBe(3);
+
+  it('堆叠分组柱状图 tooltip 展示不正常', () => {
+    plot.chart.showTooltip(point);
+
+    expect(div.querySelectorAll('.g2-tooltip-list-item').length).toBe(3 * 2 /** 分组：男 + 女 */);
+    expect((div.querySelector('.g2-tooltip-name') as HTMLElement).innerText).toBe(
+      `${data[0].product_sub_type} - ${data[0].sex}`
+    );
+    expect((div.querySelector('.g2-tooltip-value') as HTMLElement).innerText).toBe(`${data[0].order_amt}`);
+    plot.chart.hideTooltip();
+  });
+
+  it('堆叠分组柱状图 tooltip 更新 formatter', () => {
+    plot.update({
+      tooltip: {
+        formatter: (datum) => ({ name: 'xx', value: 100 }),
+      },
+    });
+    plot.chart.showTooltip(point);
+
+    expect((div.querySelector('.g2-tooltip-name') as HTMLElement).innerText).toBe('xx');
+    expect((div.querySelector('.g2-tooltip-value') as HTMLElement).innerText).toBe('100');
+    plot.chart.hideTooltip();
+
+    plot.update({
+      tooltip: {
+        formatter: (datum) => ({ name: datum.sex, value: 100 }),
+      },
+    });
+
+    plot.chart.showTooltip(point);
+
+    expect((div.querySelectorAll('.g2-tooltip-name')[1] as HTMLElement).innerText).toBe('女');
+    expect((div.querySelectorAll('.g2-tooltip-value')[1] as HTMLElement).innerText).toBe('100');
+    plot.chart.hideTooltip();
+  });
+
+  it('堆叠分组柱状图 tooltip 更新 customContent', () => {
+    plot.update({
+      tooltip: {
+        customContent: (title, items) =>
+          `<div><div class="tooltip-title">${title}</div><div class="tooltip-name">${
+            items.length
+          }</div><div class="tooltip-value">${items.reduce((a, b) => a + b.data.order_amt, 0)}</div></div>`,
+      },
+    });
+    plot.chart.showTooltip(point);
+
+    expect((div.querySelector('.tooltip-title') as HTMLElement).innerText).toBe(data[0].product_type);
+    expect((div.querySelector('.tooltip-name') as HTMLElement).innerText).toBe('6');
+    expect((div.querySelector('.tooltip-value') as HTMLElement).innerText).toBe(
+      `${data.filter((d) => d.product_type === '办公用品').reduce((a, b) => a + b.order_amt, 0)}`
+    );
+    plot.chart.hideTooltip();
+  });
+
+  afterAll(() => {
+    plot.destroy();
+    removeDom(div);
+  });
+});
diff --git a/examples/column/grouped/demo/meta.json b/examples/column/grouped/demo/meta.json
index 910f52a0fe..3e37260703 100644
--- a/examples/column/grouped/demo/meta.json
+++ b/examples/column/grouped/demo/meta.json
@@ -21,20 +21,28 @@
       "screenshot": "https://gw.alipayobjects.com/zos/antfincdn/vA%26pfMx397/0d8d9a6e-51ba-48f2-bc6d-091d77d94e2e.png"
     },
     {
-      "filename": "stacked2.ts",
+      "filename": "stacked.ts",
       "title": {
         "zh": "堆叠分组柱状图",
         "en": "Stacked grouped column plot"
       },
-      "screenshot": "https://gw.alipayobjects.com/zos/antfincdn/mp10Ax%24Mvx/4c6f19b4-2549-4023-8756-bce61bf6c50e.png"
+      "screenshot": "https://gw.alipayobjects.com/zos/antfincdn/9ExrwrpVrA/908eff62-1132-4dbb-8c3c-9cbe8183c6d8.png"
     },
     {
-      "filename": "stacked.ts",
+      "filename": "tooltip-formatter.ts",
+      "title": {
+        "zh": "对 Tooltip 进行 formatter",
+        "en": "Formatter for tooltip"
+      },
+      "screenshot": "https://gw.alipayobjects.com/mdn/rms_d314dd/afts/img/A*zDnZQLk2L5wAAAAAAAAAAAAAARQnAQ"
+    },
+    {
+      "filename": "stacked2.ts",
       "title": {
         "zh": "堆叠分组柱状图",
         "en": "Stacked grouped column plot"
       },
-      "screenshot": "https://gw.alipayobjects.com/zos/antfincdn/9ExrwrpVrA/908eff62-1132-4dbb-8c3c-9cbe8183c6d8.png"
+      "screenshot": "https://gw.alipayobjects.com/zos/antfincdn/mp10Ax%24Mvx/4c6f19b4-2549-4023-8756-bce61bf6c50e.png"
     },
     {
       "filename": "dodge-padding.ts",
diff --git a/examples/column/grouped/demo/tooltip-formatter.ts b/examples/column/grouped/demo/tooltip-formatter.ts
new file mode 100644
index 0000000000..4caa082266
--- /dev/null
+++ b/examples/column/grouped/demo/tooltip-formatter.ts
@@ -0,0 +1,23 @@
+import { Column } from '@antv/g2plot';
+
+fetch('https://gw.alipayobjects.com/os/antfincdn/mor%26R5yBI9/stack-group-column.json')
+  .then((data) => data.json())
+  .then((data) => {
+    const column = new Column('container', {
+      data,
+      xField: 'product_type',
+      yField: 'order_amt',
+      isGroup: true,
+      isStack: true,
+      seriesField: 'product_sub_type',
+      groupField: 'sex',
+      tooltip: {
+        formatter: (datum) => ({
+          name: `${datum.product_sub_type} ${datum.sex === '男' ? '👦' : '👧'}`,
+          value: datum.order_amt,
+        }),
+      },
+    });
+
+    column.render();
+  });
diff --git a/src/plots/column/adaptor.ts b/src/plots/column/adaptor.ts
index e192336984..152995d8c6 100644
--- a/src/plots/column/adaptor.ts
+++ b/src/plots/column/adaptor.ts
@@ -1,7 +1,7 @@
+import { Types } from '@antv/g2';
+import { each, filter, isMatch } from '@antv/util';
 import { Params } from '../../core/adaptor';
-import { findGeometry } from '../../utils';
 import {
-  tooltip,
   slider,
   interaction,
   animation,
@@ -15,9 +15,8 @@ import {
 import { conversionTag } from '../../adaptor/conversion-tag';
 import { connectedArea } from '../../adaptor/connected-area';
 import { interval } from '../../adaptor/geometries';
-import { flow, transformLabel, deepAssign } from '../../utils';
+import { flow, transformLabel, deepAssign, findGeometry, adjustYMetaByZero, pick } from '../../utils';
 import { getDataWhetherPecentage } from '../../utils/transform/percent';
-import { adjustYMetaByZero } from '../../utils/data';
 import { Datum } from '../../types';
 import { ColumnOptions } from './types';
 
@@ -197,6 +196,50 @@ function label(params: Params<ColumnOptions>): Params<ColumnOptions> {
   return params;
 }
 
+/**
+ * 柱形图 tooltip 配置 (对堆叠、分组做特殊处理)
+ * @param params
+ */
+function columnTooltip(params: Params<ColumnOptions>): Params<ColumnOptions> {
+  const { chart, options } = params;
+  const { tooltip, isGroup, isStack, groupField, data, xField, yField, seriesField } = options;
+
+  if (tooltip === false) {
+    chart.tooltip(false);
+  } else {
+    let tooltipOptions = tooltip;
+    // fix: https://github.com/antvis/G2Plot/issues/2572
+    if (isGroup && isStack) {
+      const tooltipFormatter =
+        tooltipOptions?.formatter ||
+        ((datum: Datum) => ({ name: `${datum[seriesField]} - ${datum[groupField]}`, value: datum[yField] }));
+      tooltipOptions = {
+        ...tooltipOptions,
+        customItems: (originalItems: Types.TooltipItem[]) => {
+          const items: Types.TooltipItem[] = [];
+          each(originalItems, (item: Types.TooltipItem) => {
+            // Find datas in same cluster
+            const datas = filter(data, (d) => isMatch(d, pick(item.data, [xField, seriesField])));
+            datas.forEach((datum) => {
+              items.push({
+                ...item,
+                value: datum[yField],
+                data: datum,
+                mappingData: { _origin: datum },
+                ...tooltipFormatter(datum),
+              });
+            });
+          });
+          return items;
+        },
+      };
+    }
+    chart.tooltip(tooltipOptions);
+  }
+
+  return params;
+}
+
 /**
  * 柱形图适配器
  * @param params
@@ -212,7 +255,7 @@ export function adaptor(params: Params<ColumnOptions>, isBar = false) {
     meta,
     axis,
     legend,
-    tooltip,
+    columnTooltip,
     slider,
     scrollbar,
     label,
diff --git a/src/utils/index.ts b/src/utils/index.ts
index 5249a43269..bb358ea422 100644
--- a/src/utils/index.ts
+++ b/src/utils/index.ts
@@ -12,4 +12,4 @@ export { kebabCase } from './kebab-case';
 export { renderStatistic, renderGaugeStatistic } from './statistic';
 export { measureTextWidth } from './measure-text';
 export { isBetween, isRealNumber } from './number';
-export { processIllegalData } from './data';
+export * from './data';