diff --git a/components/analytics/AnalyticsUserGenderSection.uvue b/components/analytics/AnalyticsUserGenderSection.uvue
index 59e807b0..3d509c1e 100644
--- a/components/analytics/AnalyticsUserGenderSection.uvue
+++ b/components/analytics/AnalyticsUserGenderSection.uvue
@@ -204,22 +204,23 @@ export default {
 .gender-card {
   background: #fff;
   border-radius: 4px;
-  padding: 24px;
+  padding: 20px;
   display: flex;
   flex-direction: column;
-  box-shadow: 0 2px 20px rgba(0, 0, 0, 0.03);
+  box-shadow: 0 2px 12px rgba(0, 0, 0, 0.04);
   box-sizing: border-box;
   width: 100%;
+  height: 100%; /* 确保沾满父级格子 */
 }
 
 .card-header {
-  margin-bottom: 24px;
+  margin-bottom: 20px;
   flex-shrink: 0;
 }
 
 .title {
   font-size: 16px;
-  font-weight: 700;
+  font-weight: bold; /* 同步地图 bold */
   color: #333;
 }
 
@@ -229,6 +230,7 @@ export default {
   display: flex;
   flex-direction: column;
   align-items: flex-start;
+  min-height: 0;
 }
 
 /* 图例区 (横向排列) 对齐图片 */
@@ -238,8 +240,8 @@ export default {
   flex-direction: row;
   align-items: center;
   flex-wrap: wrap;
-  gap: 24px;
-  margin-bottom: 24px;
+  gap: 20px;
+  margin-bottom: 20px;
 }
 
 .legend-item {
@@ -250,7 +252,7 @@ export default {
 }
 
 .legend-dot {
-  width: 16px;
+  width: 12px;
   height: 12px;
   border-radius: 2px;
 }
@@ -262,9 +264,10 @@ export default {
 
 /* 核心图表列 (centered) */
 .chart-col {
+  flex: 1;
   width: 100%;
   position: relative;
-  height: 300px;
+  min-height: 0; /* 允许 flex 压缩 */
   overflow: visible !important;
   display: flex;
   justify-content: center;
@@ -273,7 +276,7 @@ export default {
 /* 响应式断点 - 维持垂直布局并增加空间 */
 @media (max-width: 1199.98px) {
   .chart-col {
-    height: 350px;
+    height: 350px; /* 在移动端断点可以有明确高度 */
   }
 }
 
diff --git a/components/analytics/AnalyticsUserMapTable.uvue b/components/analytics/AnalyticsUserMapTable.uvue
index c3a5311e..7c553b63 100644
--- a/components/analytics/AnalyticsUserMapTable.uvue
+++ b/components/analytics/AnalyticsUserMapTable.uvue
@@ -161,7 +161,10 @@ export default {
   background: #fff;
   border-radius: 4px;
   padding: 20px;
-  margin-bottom: 16px;
+  /* margin-bottom 移除，由父级 Grid gap 控制或统一添加 */
+  display: flex;
+  flex-direction: column;
+  height: 100%; /* 让卡片自身也撑满容器 */
 }
 
 .card-header {
@@ -177,7 +180,8 @@ export default {
 .card-content {
   display: flex;
   flex-direction: row;
-  height: 450px;
+  flex: 1; /* 让内容区在容器高时自适应 */
+  min-height: 450px; /* 最小基础高度 */
 }
 
 .map-section {
diff --git a/pages/mall/admin/user/statistics/index.uvue b/pages/mall/admin/user/statistics/index.uvue
index 2ce20bb9..e8310bd6 100644
--- a/pages/mall/admin/user/statistics/index.uvue
+++ b/pages/mall/admin/user/statistics/index.uvue
@@ -296,6 +296,8 @@ function onExport() {
 
 .map-col, .gender-col {
   min-width: 0;
+  display: flex; /* 让子元素可以正常撑开 */
+  flex-direction: column;
 }
 
 @media (max-width: 1199.98px) {