diff --git a/common/changes/@visactor/vchart/fix-fix-the-issue-where-invalidType-of-scatter-plot-checks-x-and-y-at-the-same-time_2023-10-25-09-39.json b/common/changes/@visactor/vchart/fix-fix-the-issue-where-invalidType-of-scatter-plot-checks-x-and-y-at-the-same-time_2023-10-25-09-39.json
new file mode 100644
index 0000000000..568f344d13
--- /dev/null
+++ b/common/changes/@visactor/vchart/fix-fix-the-issue-where-invalidType-of-scatter-plot-checks-x-and-y-at-the-same-time_2023-10-25-09-39.json
@@ -0,0 +1,11 @@
+{
+  "changes": [
+    {
+      "comment": "fix: fix the issue where invalidType of scatter chart checks x and y at the same time\n\n",
+      "type": "none",
+      "packageName": "@visactor/vchart"
+    }
+  ],
+  "packageName": "@visactor/vchart",
+  "email": "lixuef1313@163.com"
+}
\ No newline at end of file
diff --git a/packages/vchart/src/component/axis/polar/interface/common.ts b/packages/vchart/src/component/axis/polar/interface/common.ts
index 86af6a90f2..1da5a9c05b 100644
--- a/packages/vchart/src/component/axis/polar/interface/common.ts
+++ b/packages/vchart/src/component/axis/polar/interface/common.ts
@@ -12,6 +12,9 @@ export type IPolarGrid = IGrid & {
   smooth?: boolean;
 };
 export interface IPolarAxisHelper {
+  // axis is continuous
+  isContinuous: boolean;
+
   dataToPosition: (values: any, cfg?: any) => number;
   coordToPoint: (point: IPolarPoint) => IPoint;
   pointToCoord: (point: IPoint) => IPolarPoint;
diff --git a/packages/vchart/src/series/cartesian/cartesian.ts b/packages/vchart/src/series/cartesian/cartesian.ts
index 3a62a0d75f..7a431f0f85 100644
--- a/packages/vchart/src/series/cartesian/cartesian.ts
+++ b/packages/vchart/src/series/cartesian/cartesian.ts
@@ -16,7 +16,7 @@ import type { DirectionType } from '../../typings/space';
 // eslint-disable-next-line no-duplicate-imports
 import { Direction } from '../../typings/space';
 import type { Datum, StringOrNumber } from '../../typings';
-import { array, isValid } from '../../util';
+import { array, couldBeValidNumber, isValid } from '../../util';
 // eslint-disable-next-line no-duplicate-imports
 import { isContinuous } from '@visactor/vscale';
 import type { StatisticOperations } from '../../data/transforms/dimension-statistics';
@@ -78,6 +78,9 @@ export abstract class CartesianSeries<T extends ICartesianSeriesSpec = ICartesia
     this._fieldY2 = f;
   }
 
+  protected _specXField: string[];
+  protected _specYField: string[];
+
   protected _direction: DirectionType = Direction.vertical;
   get direction() {
     return this._direction;
@@ -246,6 +249,8 @@ export abstract class CartesianSeries<T extends ICartesianSeriesSpec = ICartesia
     this.setFieldX(this._spec.xField);
     this.setFieldY(this._spec.yField);
     this.setFieldZ(this._spec.zField);
+    this._specXField = array(this._spec.xField);
+    this._specYField = array(this._spec.yField);
     if (isValid(this._spec.direction)) {
       this._direction = this._spec.direction;
     }
@@ -449,4 +454,18 @@ export abstract class CartesianSeries<T extends ICartesianSeriesSpec = ICartesia
       );
     }
   }
+
+  protected _getInvalidDefined = (datum: Datum) => {
+    if (this._xAxisHelper.isContinuous) {
+      if (!couldBeValidNumber(datum[this._specXField[0]])) {
+        return false;
+      }
+    }
+    if (this._yAxisHelper.isContinuous) {
+      if (!couldBeValidNumber(datum[this._specYField[0]])) {
+        return false;
+      }
+    }
+    return true;
+  };
 }
diff --git a/packages/vchart/src/series/polar/polar.ts b/packages/vchart/src/series/polar/polar.ts
index 7dcc17dc99..b5baa2874e 100644
--- a/packages/vchart/src/series/polar/polar.ts
+++ b/packages/vchart/src/series/polar/polar.ts
@@ -1,7 +1,7 @@
 import type { IBaseScale } from '@visactor/vscale';
 import type { IPoint, IPolarPoint } from '../../typings/coordinate';
 import type { IPolarSeries } from '../interface';
-import { array, shallowCompare, isValid, isNil } from '../../util';
+import { array, isValid, isNil, couldBeValidNumber } from '../../util';
 import type { IPolarAxisHelper } from '../../component/axis/polar/interface';
 // eslint-disable-next-line no-duplicate-imports
 import { isContinuous } from '@visactor/vscale';
@@ -229,4 +229,18 @@ export abstract class PolarSeries<T extends IPolarSeriesSpec = IPolarSeriesSpec>
       sortDataInAxisHelper(this.angleAxisHelper, this._angleField[0], this.getViewData().latestData);
     }
   }
+
+  protected _getInvalidDefined = (datum: Datum) => {
+    if (this.angleAxisHelper.isContinuous) {
+      if (!couldBeValidNumber(datum[this._angleField[0]])) {
+        return false;
+      }
+    }
+    if (this.radiusAxisHelper.isContinuous) {
+      if (!couldBeValidNumber(datum[this._radiusField[0]])) {
+        return false;
+      }
+    }
+    return true;
+  };
 }
diff --git a/packages/vchart/src/series/scatter/scatter.ts b/packages/vchart/src/series/scatter/scatter.ts
index 425a2c72cb..46334caba3 100644
--- a/packages/vchart/src/series/scatter/scatter.ts
+++ b/packages/vchart/src/series/scatter/scatter.ts
@@ -56,8 +56,6 @@ export class ScatterSeries<T extends IScatterSeriesSpec = IScatterSeriesSpec> ex
   private _shapeField: string;
 
   protected _invalidType: IScatterInvalidType = 'zero';
-  protected _getInvalidDefined = (datum: Datum) =>
-    couldBeValidNumber(datum[this.getStackValueField()]) && couldBeValidNumber(datum[this.getDimensionField()[0]]);
 
   setAttrFromSpec() {
     super.setAttrFromSpec();