diff --git a/data_process/process/content_extract.py b/data_process/process/content_extract.py
index da959e0..cd05e29 100644
--- a/data_process/process/content_extract.py
+++ b/data_process/process/content_extract.py
@@ -7,14 +7,14 @@ valid_keys = [
     "Social_Shame", "Payer_Decision_Maker", "Hidden_Wealth_Proof", "Price_Sensitivity", 
     "Sunk_Cost", "Compensatory_Spending", "Trust_Deficit", "Secret_Resistance", "Family_Sabotage",
     "Low_Self_Efficacy", "Attribution_Barrier", "Emotional_Trigger", "Ultimatum_Event", "Expectation_Bonus",
-    "Competitor_Mindset", "Cognitive_Stage", "Follow_up_Priority", "Last_Interaction", "Referral_Potential"
+    "Competitor_Mindset", "Cognitive_Stage", "Last_Interaction", "Referral_Potential"
 ]
 ch_valid_keys = [
     "核心恐惧源", "疼痛阈值", "时间窗口压力", "无助指数", 
     "社会羞耻感", "付款决策者", "隐藏财富证明", "价格敏感度", 
     "沉没成本", "补偿性消费", "信任赤字", "秘密抵触情绪", "家庭破坏",
     "低自我效能感", "归因障碍", "情绪触发点", "最后通牒事件", "期望加成",
-    "竞争者心态", "认知阶段", "跟进优先级", "最后互动时间", "推荐潜力"
+    "竞争者心态", "认知阶段", "最后互动时间", "推荐潜力"
 ]
 all_keys = valid_keys + ["session_id", "label"]
 en2ch = {en:ch for en, ch in zip(valid_keys, ch_valid_keys)}
@@ -22,7 +22,7 @@ d1_keys = valid_keys[:5]
 d2_keys = valid_keys[5:10]
 d3_keys = valid_keys[10:15]
 d4_keys = valid_keys[15:19]
-d5_keys = valid_keys[19:23]
+d5_keys = valid_keys[19:22]
 
 def extract_json_files(folder: str):
     json_files = glob.glob(os.path.join(folder, "*.json"))
@@ -47,17 +47,17 @@ def try_match_error_key(error_key: str):
     else:
         return None
 
-def filt_json_data(json_data: dict):
+def filt_json_data(json_data: dict, threshold: int = 10):
     new_json_data = {}
 
     for k, v in json_data.items():
-        if len(v) >= 10:
+        if len(v) >= threshold and len(v) != 0:
             new_json_data[k] = v
-    print(f"Total {len(new_json_data)} json keys after filter")
+    print(f"Total {len(new_json_data)} json data after filter with threshold {threshold}")
     return new_json_data
 
 
-def extract_json_data(json_files: list) -> dict:
+def extract_json_data(json_files: list, threshold: int = 10) -> dict:
     data = {}
     for json_file in json_files:
         session_id = os.path.basename(json_file).split(".")[0]
@@ -66,24 +66,18 @@ def extract_json_data(json_files: list) -> dict:
             json_data = json.load(f)
         for key, value in json_data.items():
             if key in valid_keys:
-                data[session_id][key] = value['value']
+                data[session_id][key] = value.get("value", None)
+            elif key == "Follow_up_Priority":
+                continue
             else:
                 match_key = try_match_error_key(key)
                 if match_key:
-                    data[session_id][match_key] = value['value']
+                    data[session_id][match_key] = value.get("value", None)
                 else:
                     raise ValueError(f"Invalid key {key} in {json_file}")
-    return filt_json_data(data)
+    return filt_json_data(data, threshold)
 
 
 if __name__=="__main__":
     deal_folder = "deal"
     not_deal_folder = "not_deal"
-
-    deal_json_files = extract_json_files(deal_folder)
-    deal_data = extract_json_data(deal_json_files)
-    deal_txt_files = extract_txt_files(deal_folder)
-
-    not_deal_json_files = extract_json_files(not_deal_folder)
-    not_deal_data = extract_json_data(not_deal_json_files)
-    not_deal_txt_files = extract_txt_files(not_deal_folder)