diff --git a/FINAL_FIVE_GENERALS_MULTI_FACTOR_STOCK_SELECTION_REPORT.md b/FINAL_FIVE_GENERALS_MULTI_FACTOR_STOCK_SELECTION_REPORT.md
index e67a6a55c..39082468b 100644
--- a/FINAL_FIVE_GENERALS_MULTI_FACTOR_STOCK_SELECTION_REPORT.md
+++ b/FINAL_FIVE_GENERALS_MULTI_FACTOR_STOCK_SELECTION_REPORT.md
@@ -367,7 +367,7 @@ data = pd.DataFrame({
 1. **多股票回测**：扩展为同时跟踪多只股票
 2. **参数优化**：网格搜索优化各策略参数
 3. **绩效可视化**：添加资金曲线、回撤曲线图表
-4. **实盘数据接入**：集成ak赵hare/Tushare数据源
+4. **实盘数据接入**：集成akshare/Tushare数据源
 5. **风控增强**：集成司马懿的风控模块
 6. **性能优化**：使用numba加速指标计算