diff --git a/app/Http/Controllers/Admin/CompanyController.php b/app/Http/Controllers/Admin/CompanyController.php
index 0475515..6f10d31 100644
--- a/app/Http/Controllers/Admin/CompanyController.php
+++ b/app/Http/Controllers/Admin/CompanyController.php
@@ -119,6 +119,7 @@ class CompanyController extends BaseController
      *     @OA\Parameter(name="course_start_date", in="query", @OA\Schema(type="string"), required=false, description="课程开始日期（筛选课程起止时间在范围内的企业）"),
      *     @OA\Parameter(name="course_end_date", in="query", @OA\Schema(type="string"), required=false, description="课程结束日期（筛选课程起止时间在范围内的企业）"),
      *     @OA\Parameter(name="is_chart", in="query", @OA\Schema(type="string"), required=false, description="课程是否参与统计0否1是（按公司下用户关联的课程筛选）"),
+     *     @OA\Parameter(name="address", in="query", @OA\Schema(type="string"), required=false, description="地址，模糊匹配 company_address 或 company_city"),
      *     @OA\Response(
      *      response="200",
      *      description="暂无"
@@ -185,6 +186,13 @@ class CompanyController extends BaseController
                 $query->where('is_schoolmate', $all['is_schoolmate']);
             }
         })->where(function ($query) use ($all, $start_year, $end_year) {
+            // 地址：模糊匹配 company_address 或 company_city
+            if (isset($all['address']) && $all['address'] !== '') {
+                $query->where(function ($q) use ($all) {
+                    $q->where('company_address', 'like', '%' . $all['address'] . '%')
+                        ->orWhere('company_city', 'like', '%' . $all['address'] . '%');
+                });
+            }
             // 根据开始和结束年份筛选 project_users 中的 investDate
             if ($start_year && $end_year) {
                 // 使用 LIKE 匹配 JSON 字符串中的年份范围
diff --git a/app/Http/Controllers/Admin/OtherController.php b/app/Http/Controllers/Admin/OtherController.php
index 6a2068a..195f425 100755
--- a/app/Http/Controllers/Admin/OtherController.php
+++ b/app/Http/Controllers/Admin/OtherController.php
@@ -132,10 +132,10 @@ class OtherController extends CommonController
         // 默认结束日期一年以后
         $end_date = date('Y-m-d', strtotime('+10 year'));
 
-        // 校友总数
-        $list['schoolmate_total'] = User::where('is_schoolmate', 1)->count();
-        // 今年新增校友数（根据schoolmate_time字段统计）
-        $list['schoolmate_year'] = User::where('is_schoolmate', 1)->whereYear('schoolmate_time', date('Y'))->count();
+        // 校友总数（与 study 口径一致：仅统计有课程报名记录的校友）
+        $list['schoolmate_total'] = User::where('is_schoolmate', 1)->whereHas('courseSigns')->count();
+        // 今年新增校友数（根据schoolmate_time字段统计，口径同上）
+        $list['schoolmate_year'] = User::where('is_schoolmate', 1)->whereHas('courseSigns')->whereYear('schoolmate_time', date('Y'))->count();
         // 投后企业
         $list['company_invested_total'] = CourseSign::yhInvestedTotal(CourseType::START_DATE, date('Y-m-d'), null);
         // 元和员工参与人数
@@ -2041,6 +2041,7 @@ class OtherController extends CommonController
                         'company_city' => $user->company->company_city ?? '',
                         'company_position' => $user->company_position ?? '',
                         'education' => $user->education ?? '',
+                        'geren_rongyu' => $user->type ?? '',
                         'course_names' => $courseNamesStr,
                         'course_types' => $courseTypesStr,
                         'course_count' => $totalCourseCount,
@@ -2054,6 +2055,7 @@ class OtherController extends CommonController
                     'company_city' => '所在城市',
                     'company_position' => '职位',
                     'education' => '学历',
+                    'geren_rongyu' => '个人荣誉',
                     'course_names' => '课程名称',
                     'course_types' => '课程体系',
                     'course_count' => '报名课程数',
diff --git a/app/Models/CourseSign.php b/app/Models/CourseSign.php
index 860db34..582eb70 100755
--- a/app/Models/CourseSign.php
+++ b/app/Models/CourseSign.php
@@ -804,20 +804,10 @@ class CourseSign extends SoftDeletesModel
             });
         })->with(['user.company'])->get();
 
-        // 条件2：data 字段中 name="个人荣誉" 且 value != "其他" 的用户
-        $courseSigns2 = $courseSignsQuery->with(['user.company'])->get()->filter(function ($courseSign) {
-            if (empty($courseSign->data) || !is_array($courseSign->data)) {
-                return false;
-            }
-            foreach ($courseSign->data as $item) {
-                if (isset($item['key']) && $item['key'] === 'type') {
-                    if (isset($item['value']) && $item['value'] !== '其他') {
-                        return true;
-                    }
-                }
-            }
-            return false;
-        });
+        // 条件2：user.type 包含「人才」的用户
+        $courseSigns2 = $courseSignsQuery->whereHas('user', function ($q) {
+            $q->where('type', 'like', '%人才%');
+        })->with(['user.company'])->get();
 
         // 合并两个条件的结果（或关系），并去重 user_id
         $allUserIds = $courseSigns1->pluck('user_id')