diff --git a/akshare/stock_feature/stock_ttm_lyr.py b/akshare/stock_feature/stock_ttm_lyr.py
index cce86e301f1..3159ffd7fa2 100644
--- a/akshare/stock_feature/stock_ttm_lyr.py
+++ b/akshare/stock_feature/stock_ttm_lyr.py
@@ -5,6 +5,7 @@
 Desc: 全部A股-等权重市盈率、中位数市盈率
 https://www.legulegu.com/stockdata/a-ttm-lyr
 """
+
 import pandas as pd
 import requests
 
@@ -26,15 +27,11 @@ def stock_a_ttm_lyr() -> pd.DataFrame:
     r = requests.get(
         url,
         params=params,
-        **get_cookie_csrf(url="https://www.legulegu.com/stockdata/a-ttm-lyr")
+        **get_cookie_csrf(url="https://www.legulegu.com/stockdata/a-ttm-lyr"),
     )
     data_json = r.json()
     temp_df = pd.DataFrame(data_json["data"])
-    temp_df["date"] = (
-        pd.to_datetime(temp_df["date"], unit="ms", utc=True)
-        .dt.tz_convert("Asia/Shanghai")
-        .dt.date
-    )
+    temp_df["date"] = pd.to_datetime(temp_df["date"], errors="coerce").dt.date
     return temp_df
 
 
diff --git a/docs/data/stock/stock.md b/docs/data/stock/stock.md
index d3ae3d96b9d..bf84f786eeb 100644
--- a/docs/data/stock/stock.md
+++ b/docs/data/stock/stock.md
@@ -15828,13 +15828,13 @@ print(stock_a_ttm_lyr_df)
 2     2005-01-07        28.73  ...                              0.66667     0.00
 3     2005-01-10        28.84  ...                              0.50000     0.00
 4     2005-01-11        29.09  ...                              1.00000     0.00
-          ...          ...  ...                                  ...      ...
-4680  2024-04-18        28.30  ...                              0.03376  3569.80
-4681  2024-04-21        28.15  ...                              0.03746  3541.66
-4682  2024-04-22        28.06  ...                              0.03705  3530.90
-4683  2024-04-23        28.33  ...                              0.04858  3506.22
-4684  2024-04-24        28.84  ...                              0.06587  3521.62
-[4685 rows x 14 columns]
+...          ...          ...  ...                                  ...      ...
+4795  2024-10-13        29.58  ...                              0.15534  3887.17
+4796  2024-10-14        30.34  ...                              0.20725  3961.34
+4797  2024-10-15        29.75  ...                              0.18995  3855.99
+4798  2024-10-16        29.67  ...                              0.20643  3831.59
+4799  2024-10-17        29.56  ...                              0.20107  3788.22
+[4800 rows x 14 columns]
 ```
 
 #### A 股等权重与中位数市净率