diff --git a/frontend/src/frameworks/components/charts/KPICard.tsx b/frontend/src/frameworks/components/charts/KPICard.tsx
index 7f66972..08bdaab 100644
--- a/frontend/src/frameworks/components/charts/KPICard.tsx
+++ b/frontend/src/frameworks/components/charts/KPICard.tsx
@@ -1,7 +1,7 @@
 'use client';
 
 import React, { useMemo } from 'react';
-import { Card, Statistic, Typography } from 'antd';
+import { Card, Statistic, Typography, Space } from 'antd';
 import { ArrowUpOutlined, ArrowDownOutlined } from '@ant-design/icons';
 import { type ChartInstance } from '@/domain/entities/ChartInstance';
 
@@ -12,108 +12,129 @@ export interface KPICardProps {
   data: Record<string, any>[];
 }
 
+/** Check if a column name looks like a YoY field */
+function isYoYField(name: string): boolean {
+  const n = name.toLowerCase();
+  return n.includes('yoy') || n.includes('同比') || n.includes('year-over-year');
+}
+
+/** Check if a column name looks like a MoM field */
+function isMoMField(name: string): boolean {
+  const n = name.toLowerCase();
+  return n.includes('mom') || n.includes('环比') || n.includes('month-over-month');
+}
+
+/** Aggregate numeric values */
+function aggregate(values: number[], method: string = 'sum'): number {
+  if (!values.length) return 0;
+  switch (method) {
+    case 'avg': return values.reduce((a, b) => a + b, 0) / values.length;
+    case 'count': return values.length;
+    case 'max': return Math.max(...values);
+    case 'min': return Math.min(...values);
+    case 'sum':
+    default: return values.reduce((a, b) => a + b, 0);
+  }
+}
+
 export const KPICard: React.FC<KPICardProps> = ({ chart, data }) => {
   const { style, bindings } = chart;
 
   const valueBinding = bindings.find((b) => b.axis === 'value');
   const labelBinding = bindings.find((b) => b.axis === 'label');
 
-  const { mainValue, label, yoy, mom } = useMemo(() => {
+  const { mainValue, label, yoyValue, yoyLabel, momValue, momLabel } = useMemo(() => {
     if (!data.length || !valueBinding) {
-      return { mainValue: 0, label: '', yoy: undefined, mom: undefined };
+      return { mainValue: 0, label: '暂无数据', yoyValue: undefined, yoyLabel: '', momValue: undefined, momLabel: '' };
     }
 
-    const row = data[0];
-    const val = Number(row[valueBinding.columnName]) || 0;
-    const lbl = labelBinding ? String(row[labelBinding.columnName] ?? '') : '';
+    // Aggregate the value column across all rows
+    const nums = data
+      .map((r) => Number(r[valueBinding.columnName]))
+      .filter((v) => !isNaN(v));
+    const val = aggregate(nums, valueBinding.aggregation ?? 'sum');
 
-    // Look for YoY / MoM fields by convention
-    const yoyVal =
-      row['yoy'] !== undefined
-        ? Number(row['yoy'])
-        : row['YoY'] !== undefined
-          ? Number(row['YoY'])
-          : undefined;
-    const momVal =
-      row['mom'] !== undefined
-        ? Number(row['mom'])
-        : row['MoM'] !== undefined
-          ? Number(row['MoM'])
-          : undefined;
+    // Label: use first row's label value or column name
+    const lbl = labelBinding
+      ? String(data[0][labelBinding.columnName] ?? valueBinding.columnName)
+      : valueBinding.columnName;
 
-    return { mainValue: val, label: lbl, yoy: yoyVal, mom: momVal };
+    // Auto-detect YoY and MoM columns from data keys
+    const keys = Object.keys(data[0] ?? {});
+    const yoyKey = keys.find(isYoYField);
+    const momKey = keys.find(isMoMField);
+
+    let yoyVal: number | undefined;
+    let momVal: number | undefined;
+
+    if (yoyKey) {
+      const yoyNums = data.map((r) => Number(r[yoyKey])).filter((v) => !isNaN(v));
+      yoyVal = yoyNums.length ? yoyNums.reduce((a, b) => a + b, 0) / yoyNums.length : undefined;
+    }
+    if (momKey) {
+      const momNums = data.map((r) => Number(r[momKey])).filter((v) => !isNaN(v));
+      momVal = momNums.length ? momNums.reduce((a, b) => a + b, 0) / momNums.length : undefined;
+    }
+
+    return {
+      mainValue: val,
+      label: lbl,
+      yoyValue: yoyVal,
+      yoyLabel: yoyKey ?? '同比',
+      momValue: momVal,
+      momLabel: momKey ?? '环比',
+    };
   }, [data, valueBinding, labelBinding]);
 
-  const background = style.background ?? { color: '#fff', opacity: 1, borderRadius: 4 };
+  const background = style.background ?? { color: '#fff', opacity: 1, borderRadius: 8 };
   const border = style.border ?? { visible: false, color: '#ddd', width: 1, style: 'solid' as const };
-  const titleStyle = style.title ?? { text: '', visible: true, fontSize: 16, fontWeight: 'bold' as const, color: '#333', align: 'left' as const };
+  const colors = style.colors ?? ['#1890ff'];
 
   return (
     <Card
       style={{
         background: background.color,
         opacity: background.opacity,
-        borderRadius: background.borderRadius,
+        borderRadius: background.borderRadius ?? 8,
         border: border.visible
           ? `${border.width}px ${border.style} ${border.color}`
-          : 'none',
+          : '1px solid #f0f0f0',
         height: '100%',
         display: 'flex',
         flexDirection: 'column',
         justifyContent: 'center',
       }}
-      styles={{ body: { textAlign: titleStyle.align } }}
+      styles={{ body: { padding: '20px 24px' } }}
     >
-      {titleStyle.visible && (
-        <Text
-          style={{
-            fontSize: titleStyle.fontSize,
-            fontWeight: titleStyle.fontWeight,
-            color: titleStyle.color,
-            display: 'block',
-            marginBottom: 8,
-          }}
-        >
-          {titleStyle.text}
-        </Text>
-      )}
-
       <Statistic
-        title={label || undefined}
+        title={<span style={{ fontSize: 14, color: '#8c8c8c' }}>{label}</span>}
         value={mainValue}
+        precision={Number.isInteger(mainValue) ? 0 : 1}
         valueStyle={{
-          fontSize: 36,
-          fontWeight: 'bold',
-          color: style.colors[0] || '#1890ff',
+          fontSize: 32,
+          fontWeight: 700,
+          color: colors[0] || '#1890ff',
         }}
       />
 
-      <div style={{ marginTop: 12, display: 'flex', gap: 16, justifyContent: 'center' }}>
-        {yoy !== undefined && !isNaN(yoy) && (
-          <Text
-            style={{
-              color: yoy >= 0 ? '#3f8600' : '#cf1322',
-              fontSize: 14,
-            }}
-          >
-            YoY{' '}
-            {yoy >= 0 ? <ArrowUpOutlined /> : <ArrowDownOutlined />}{' '}
-            {Math.abs(yoy).toFixed(2)}%
-          </Text>
-        )}
-        {mom !== undefined && !isNaN(mom) && (
-          <Text
-            style={{
-              color: mom >= 0 ? '#3f8600' : '#cf1322',
-              fontSize: 14,
-            }}
-          >
-            MoM{' '}
-            {mom >= 0 ? <ArrowUpOutlined /> : <ArrowDownOutlined />}{' '}
-            {Math.abs(mom).toFixed(2)}%
-          </Text>
-        )}
-      </div>
+      {(yoyValue !== undefined || momValue !== undefined) && (
+        <Space size={16} style={{ marginTop: 12 }}>
+          {yoyValue !== undefined && !isNaN(yoyValue) && (
+            <Text style={{ color: yoyValue >= 0 ? '#52c41a' : '#ff4d4f', fontSize: 13 }}>
+              {yoyLabel}{' '}
+              {yoyValue >= 0 ? <ArrowUpOutlined /> : <ArrowDownOutlined />}{' '}
+              {Math.abs(yoyValue).toFixed(1)}%
+            </Text>
+          )}
+          {momValue !== undefined && !isNaN(momValue) && (
+            <Text style={{ color: momValue >= 0 ? '#52c41a' : '#ff4d4f', fontSize: 13 }}>
+              {momLabel}{' '}
+              {momValue >= 0 ? <ArrowUpOutlined /> : <ArrowDownOutlined />}{' '}
+              {Math.abs(momValue).toFixed(1)}%
+            </Text>
+          )}
+        </Space>
+      )}
     </Card>
   );
 };
diff --git a/frontend/src/frameworks/components/dataImport/DropZone.tsx b/frontend/src/frameworks/components/dataImport/DropZone.tsx
index 2e94cf2..2d5b989 100644
--- a/frontend/src/frameworks/components/dataImport/DropZone.tsx
+++ b/frontend/src/frameworks/components/dataImport/DropZone.tsx
@@ -23,8 +23,10 @@ export default function DropZone({ compact = false, onImportSuccess }: DropZoneP
         const result = await handleImport(file);
         message.success(`${file.name} 导入成功`);
         onImportSuccess?.(result);
-      } catch {
-        message.error('文件导入失败，请检查文件格式');
+      } catch (err: any) {
+        const msg = err?.message ?? String(err);
+        console.error('Import error:', msg, err);
+        message.error(`导入失败: ${msg}`);
       }
     },
     [handleImport, onImportSuccess],