diff --git a/Data/SchoolCount.json b/Data/SchoolCount.json
new file mode 100644
index 0000000..6c27965
--- /dev/null
+++ b/Data/SchoolCount.json
@@ -0,0 +1,32852 @@
+[
+  {
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+    "area_code": "530000000",
+    "raw_name": "云南省",
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+      },
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+      },
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+    }
+  },
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+      "2022": {
+        "urban": 2,
+        "town": 0,
+        "rural": 2
+      },
+      "2023": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2024": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      }
+    },
+    "senior_high_schools": {
+      "2015": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2016": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2017": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2018": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2019": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2020": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2021": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2022": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2023": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2024": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      }
+    },
+    "vocational_schools": {
+      "2015": 0,
+      "2016": 0,
+      "2017": 0,
+      "2018": 0,
+      "2019": 0,
+      "2020": 0,
+      "2021": 1,
+      "2022": 1,
+      "2023": 0,
+      "2024": 0
+    }
+  },
+  {
+    "area_name": "维西傈僳族自治县",
+    "area_code": "533423000",
+    "raw_name": "维西傈僳族自治县",
+    "preschool_schools": {
+      "2015": {
+        "urban": 3,
+        "town": 0,
+        "rural": 3
+      },
+      "2016": {
+        "urban": 12,
+        "town": 0,
+        "rural": 5
+      },
+      "2017": {
+        "urban": 15,
+        "town": 0,
+        "rural": 5
+      },
+      "2018": {
+        "urban": 23,
+        "town": 0,
+        "rural": 9
+      },
+      "2019": {
+        "urban": 37,
+        "town": 0,
+        "rural": 11
+      },
+      "2020": {
+        "urban": 73,
+        "town": 0,
+        "rural": 12
+      },
+      "2021": {
+        "urban": 78,
+        "town": 0,
+        "rural": 12
+      },
+      "2022": {
+        "urban": 82,
+        "town": 0,
+        "rural": 13
+      },
+      "2023": {
+        "urban": 82,
+        "town": 0,
+        "rural": 13
+      },
+      "2024": {
+        "urban": 81,
+        "town": 0,
+        "rural": 10
+      }
+    },
+    "primary_schools": {
+      "2015": {
+        "urban": 51,
+        "town": 0,
+        "rural": 7
+      },
+      "2016": {
+        "urban": 21,
+        "town": 0,
+        "rural": 5
+      },
+      "2017": {
+        "urban": 13,
+        "town": 0,
+        "rural": 5
+      },
+      "2018": {
+        "urban": 12,
+        "town": 0,
+        "rural": 5
+      },
+      "2019": {
+        "urban": 13,
+        "town": 0,
+        "rural": 5
+      },
+      "2020": {
+        "urban": 12,
+        "town": 0,
+        "rural": 4
+      },
+      "2021": {
+        "urban": 12,
+        "town": 0,
+        "rural": 4
+      },
+      "2022": {
+        "urban": 12,
+        "town": 0,
+        "rural": 4
+      },
+      "2023": {
+        "urban": 12,
+        "town": 0,
+        "rural": 4
+      },
+      "2024": {
+        "urban": 12,
+        "town": 0,
+        "rural": 4
+      }
+    },
+    "junior_high_schools": {
+      "2015": {
+        "urban": 3,
+        "town": 0,
+        "rural": 3
+      },
+      "2016": {
+        "urban": 3,
+        "town": 0,
+        "rural": 3
+      },
+      "2017": {
+        "urban": 3,
+        "town": 0,
+        "rural": 2
+      },
+      "2018": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2019": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2020": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2021": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2022": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2023": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      },
+      "2024": {
+        "urban": 2,
+        "town": 0,
+        "rural": 1
+      }
+    },
+    "senior_high_schools": {
+      "2015": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2016": {
+        "urban": 0,
+        "town": 0,
+        "rural": 0
+      },
+      "2017": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2018": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2019": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2020": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2021": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2022": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2023": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      },
+      "2024": {
+        "urban": 1,
+        "town": 0,
+        "rural": 1
+      }
+    },
+    "vocational_schools": {
+      "2015": 0,
+      "2016": 0,
+      "2017": 0,
+      "2018": 0,
+      "2019": 0,
+      "2020": 0,
+      "2021": 2,
+      "2022": 2,
+      "2023": 0,
+      "2024": 0
+    }
+  }
+]
\ No newline at end of file
diff --git a/Tools/T4_3_SchoolCount.py b/Tools/T4_3_SchoolCount.py
new file mode 100644
index 0000000..131ae7a
--- /dev/null
+++ b/Tools/T4_3_SchoolCount.py
@@ -0,0 +1,214 @@
+import openpyxl  # 添加缺少的导入
+import json
+import os
+import traceback  # 新增：导入traceback模块
+
+from Config.Config import EXCEL_PATH
+from Util.AreaUtil import query_area_info
+
+# 创建数据保存目录
+DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
+os.makedirs(DATA_DIR, exist_ok=True)
+JSON_PATH = os.path.join(DATA_DIR, 'SchoolCount.json')  # 学校数JSON路径
+
+file_name = EXCEL_PATH
+school_data = []
+name_conversion_errors = []  # 记录转换失败的名称
+conversion_records = []  # 定义转换记录变量
+
+try:
+    # 加载工作簿并选择学校数Sheet
+    workbook = openpyxl.load_workbook(file_name, read_only=True)
+    if '学校数' not in workbook.sheetnames:
+        print("❌ 错误：未找到'学校数'Sheet")
+        exit(1)
+    sheet = workbook['学校数']
+
+    # 定义数据列范围与英文属性映射
+    # 每个教育阶段包含：年份列表、列配置（年份→列名映射）、数据类别
+    data_columns = {
+        # 学前教育（每年份4列：城区/镇区/乡村/总计，取前3列）
+        'preschool_schools': {
+            'years': [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024],
+            'columns': [
+                {'year': 2015, 'urban': 'D', 'town': 'E', 'rural': 'F'},
+                {'year': 2016, 'urban': 'H', 'town': 'I', 'rural': 'J'},
+                {'year': 2017, 'urban': 'L', 'town': 'M', 'rural': 'N'},
+                {'year': 2018, 'urban': 'P', 'town': 'Q', 'rural': 'R'},
+                {'year': 2019, 'urban': 'T', 'town': 'U', 'rural': 'V'},
+                {'year': 2020, 'urban': 'X', 'town': 'Y', 'rural': 'Z'},
+                {'year': 2021, 'urban': 'AB', 'town': 'AC', 'rural': 'AD'},
+                {'year': 2022, 'urban': 'AF', 'town': 'AG', 'rural': 'AH'},
+                {'year': 2023, 'urban': 'AJ', 'town': 'AK', 'rural': 'AL'},
+                {'year': 2024, 'urban': 'AN', 'town': 'AO', 'rural': 'AP'}
+            ],
+            'categories': ['urban', 'town', 'rural']
+        },
+
+        # 小学教育（每年份4列，取前3列）
+        'primary_schools': {
+            'years': [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024],
+            'columns': [
+                {'year': 2015, 'urban': 'AR', 'town': 'AS', 'rural': 'AT'},
+                {'year': 2016, 'urban': 'AV', 'town': 'AW', 'rural': 'AX'},
+                {'year': 2017, 'urban': 'AZ', 'town': 'BA', 'rural': 'BB'},
+                {'year': 2018, 'urban': 'BD', 'town': 'BE', 'rural': 'BF'},
+                {'year': 2019, 'urban': 'BH', 'town': 'BI', 'rural': 'BJ'},
+                {'year': 2020, 'urban': 'BL', 'town': 'BM', 'rural': 'BN'},
+                {'year': 2021, 'urban': 'BP', 'town': 'BQ', 'rural': 'BR'},
+                {'year': 2022, 'urban': 'BT', 'town': 'BU', 'rural': 'BV'},
+                {'year': 2023, 'urban': 'BX', 'town': 'BY', 'rural': 'BZ'},
+                {'year': 2024, 'urban': 'CB', 'town': 'CC', 'rural': 'CD'}
+            ],
+            'categories': ['urban', 'town', 'rural']
+        },
+
+        # 初中教育
+        'junior_high_schools': {
+            'years': [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024],
+            'columns': [
+                {'year': 2015, 'urban': 'CF', 'town': 'CG', 'rural': 'CH'},
+                {'year': 2016, 'urban': 'CJ', 'town': 'CK', 'rural': 'CL'},
+                {'year': 2017, 'urban': 'CN', 'town': 'CO', 'rural': 'CP'},
+                {'year': 2018, 'urban': 'CR', 'town': 'CS', 'rural': 'CT'},
+                {'year': 2019, 'urban': 'CV', 'town': 'CW', 'rural': 'CX'},
+                {'year': 2020, 'urban': 'CZ', 'town': 'DA', 'rural': 'DB'},
+                {'year': 2021, 'urban': 'DD', 'town': 'DE', 'rural': 'DF'},
+                {'year': 2022, 'urban': 'DH', 'town': 'DI', 'rural': 'DJ'},
+                {'year': 2023, 'urban': 'DL', 'town': 'DM', 'rural': 'DN'},
+                {'year': 2024, 'urban': 'DP', 'town': 'DQ', 'rural': 'DR'}
+            ],
+            'categories': ['urban', 'town', 'rural']
+        },
+
+        # 普通高中教育
+        'senior_high_schools': {
+            'years': [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024],
+            'columns': [
+                {'year': 2015, 'urban': 'DT', 'town': 'DU', 'rural': 'DV'},
+                {'year': 2016, 'urban': 'DX', 'town': 'DY', 'rural': 'DZ'},
+                {'year': 2017, 'urban': 'EB', 'town': 'EC', 'rural': 'ED'},
+                {'year': 2018, 'urban': 'EF', 'town': 'EG', 'rural': 'EH'},
+                {'year': 2019, 'urban': 'EJ', 'town': 'EK', 'rural': 'EL'},
+                {'year': 2020, 'urban': 'EN', 'town': 'EO', 'rural': 'EP'},
+                {'year': 2021, 'urban': 'ER', 'town': 'ES', 'rural': 'ET'},
+                {'year': 2022, 'urban': 'EV', 'town': 'EW', 'rural': 'EX'},
+                {'year': 2023, 'urban': 'EZ', 'town': 'FA', 'rural': 'FB'},
+                {'year': 2024, 'urban': 'FD', 'town': 'FE', 'rural': 'FF'}
+            ],
+            'categories': ['urban', 'town', 'rural']
+        },
+
+        # 中职教育（特殊：每年份1列）
+        'vocational_schools': {
+            'years': [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024],
+            'columns': [
+                {'year': 2015, 'column': 'FH'},
+                {'year': 2016, 'column': 'FI'},
+                {'year': 2017, 'column': 'FJ'},
+                {'year': 2018, 'column': 'FK'},
+                {'year': 2019, 'column': 'FL'},
+                {'year': 2020, 'column': 'FM'},
+                {'year': 2021, 'column': 'FN'},
+                {'year': 2022, 'column': 'FO'},
+                {'year': 2023, 'column': 'FP'},
+                {'year': 2024, 'column': 'FQ'}
+            ]
+        }
+    }
+
+    # 遍历数据行（跳过前4行表头，与T4_2保持一致）
+    for row_num, row in enumerate(sheet.iter_rows(min_row=4, values_only=True), start=4):
+        # 区域名称从B列获取（索引1）
+        raw_name = row[1] if (len(row) > 1 and row[1] is not None) else '未知地区'
+        if not raw_name:  # 跳过空行
+            continue
+
+        # 区域名称转换
+        str_raw_name = str(raw_name).strip() if raw_name is not None else '未知地区'
+        area_info = query_area_info(str_raw_name)
+        if area_info:
+            area_name = area_info['full_name']
+            area_code = area_info['area_code']
+            if raw_name != area_name:
+                conversion_records.append({
+                    'row': row_num,
+                    'raw_name': raw_name,
+                    'converted_name': area_name
+                })
+        else:
+            area_name = raw_name
+            area_code = 'unknown'
+            name_conversion_errors.append(f"行 {row_num}: '{raw_name}'")
+
+        area_data = {
+            'area_name': area_name,
+            'area_code': area_code,
+            'raw_name': raw_name
+        }
+
+        # 提取各教育阶段数据
+        for stage, config in data_columns.items():
+            stage_data = {}
+            # 处理学前/小学/初中/高中（多类别）
+            if 'categories' in config:
+                for year_config in config['columns']:
+                    year = year_config['year']
+                    year_data = {}
+                    for category in config['categories']:
+                        col_name = year_config[category]
+                        col_idx = openpyxl.utils.column_index_from_string(col_name) - 1
+                        if col_idx < len(row):
+                            value = row[col_idx]
+                            # 数据清洗
+                            if value is None:
+                                year_data[category] = 0
+                            else:
+                                str_value = str(value).strip()
+                                if str_value in ['', '####']:
+                                    year_data[category] = 0
+                                else:
+                                    year_data[category] = int(str_value) if str_value.isdigit() else 0
+                    stage_data[str(year)] = year_data
+            # 处理中职教育（单值）
+            else:
+                for year_config in config['columns']:
+                    year = year_config['year']
+                    col_name = year_config['column']
+                    col_idx = openpyxl.utils.column_index_from_string(col_name) - 1
+                    if col_idx < len(row):
+                        value = row[col_idx]
+                        if value is None:
+                            stage_data[str(year)] = 0
+                        else:
+                            str_value = str(value).strip()
+                            stage_data[str(year)] = int(str_value) if str_value.isdigit() else 0
+            area_data[stage] = stage_data
+
+        school_data.append(area_data)
+
+    workbook.close()
+
+    # 保存JSON
+    with open(JSON_PATH, 'w', encoding='utf-8') as f:
+        json.dump(school_data, f, ensure_ascii=False, indent=2)
+
+    # 输出统计信息
+    print(f"✅ 学校数数据提取完成，已保存至：{JSON_PATH}")
+    print(f"📊 共处理 {len(school_data)} 条地区数据")
+    print("\n=== 名称转换记录 ===")
+    if conversion_records:
+        for record in conversion_records:
+            print(f"🔄 行 {record['row']}: {record['raw_name']} → {record['converted_name']}")
+        print(f"📊 共检测到 {len(conversion_records)} 项名称转换")
+    else:
+        print("📝 不存在名称转换的情况")
+    if name_conversion_errors:
+        print(f"⚠️ 发现 {len(name_conversion_errors)} 个区域名称转换失败：")
+        for error in name_conversion_errors:
+            print(f"  - {error}")
+
+except FileNotFoundError:
+    print(f"🔴 错误：Excel文件 '{file_name}' 不存在")
+except Exception as e:
+    print(f"🔴 处理数据时发生错误：{str(e)}{traceback.format_exc()}")  # 修复：添加闭合引号
\ No newline at end of file
diff --git a/Tools/T4_4_ZhaoShengCount.py b/Tools/T4_4_ZhaoShengCount.py
new file mode 100644
index 0000000..ba21f6e
--- /dev/null
+++ b/Tools/T4_4_ZhaoShengCount.py
@@ -0,0 +1,24 @@
+import openpyxl  # 添加缺少的导入
+import json
+import os
+
+from Config.Config import EXCEL_PATH
+from Util.AreaUtil import query_area_info
+
+# 创建数据保存目录
+DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
+os.makedirs(DATA_DIR, exist_ok=True)
+JSON_PATH = os.path.join(DATA_DIR, 'MaoRuXueLv.json')  # 修改为毛入学率的JSON路径
+
+file_name = EXCEL_PATH
+enrollment_data = []
+name_conversion_errors = []  # 记录转换失败的名称
+conversion_records = []  # 定义转换记录变量
+
+# 加载工作簿并选择招生数Sheet
+workbook = openpyxl.load_workbook(file_name, read_only=True)
+if '招生数' not in workbook.sheetnames:
+    print("❌ 错误：未找到'招生数'Sheet")
+    exit(1)
+sheet = workbook['招生数']
+
diff --git a/Tools/T4_5_ZaiXiaoShengCount.py b/Tools/T4_5_ZaiXiaoShengCount.py
new file mode 100644
index 0000000..3fa2d32
--- /dev/null
+++ b/Tools/T4_5_ZaiXiaoShengCount.py
@@ -0,0 +1,24 @@
+import openpyxl  # 添加缺少的导入
+import json
+import os
+
+from Config.Config import EXCEL_PATH
+from Util.AreaUtil import query_area_info
+
+# 创建数据保存目录
+DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
+os.makedirs(DATA_DIR, exist_ok=True)
+JSON_PATH = os.path.join(DATA_DIR, 'MaoRuXueLv.json')  # 修改为毛入学率的JSON路径
+
+file_name = EXCEL_PATH
+enrollment_data = []
+name_conversion_errors = []  # 记录转换失败的名称
+conversion_records = []  # 定义转换记录变量
+
+# 加载工作簿并选择在校生数Sheet
+workbook = openpyxl.load_workbook(file_name, read_only=True)
+if '在校生数' not in workbook.sheetnames:
+    print("❌ 错误：未找到'在校生数'Sheet")
+    exit(1)
+sheet = workbook['在校生数']
+
diff --git a/Tools/T4_6_TeacherCount.py b/Tools/T4_6_TeacherCount.py
new file mode 100644
index 0000000..8ff58e2
--- /dev/null
+++ b/Tools/T4_6_TeacherCount.py
@@ -0,0 +1,24 @@
+import openpyxl  # 添加缺少的导入
+import json
+import os
+
+from Config.Config import EXCEL_PATH
+from Util.AreaUtil import query_area_info
+
+# 创建数据保存目录
+DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
+os.makedirs(DATA_DIR, exist_ok=True)
+JSON_PATH = os.path.join(DATA_DIR, 'MaoRuXueLv.json')  # 修改为毛入学率的JSON路径
+
+file_name = EXCEL_PATH
+enrollment_data = []
+name_conversion_errors = []  # 记录转换失败的名称
+conversion_records = []  # 定义转换记录变量
+
+# 加载工作簿并选择在教职工数、专任教师数Sheet
+workbook = openpyxl.load_workbook(file_name, read_only=True)
+if '教职工数、专任教师数' not in workbook.sheetnames:
+    print("❌ 错误：未找到'教职工数、专任教师数'Sheet")
+    exit(1)
+sheet = workbook['教职工数、专任教师数']
+
diff --git a/Tools/T4_7_SchoolMianJi.py b/Tools/T4_7_SchoolMianJi.py
new file mode 100644
index 0000000..5c696d2
--- /dev/null
+++ b/Tools/T4_7_SchoolMianJi.py
@@ -0,0 +1,24 @@
+import openpyxl  # 添加缺少的导入
+import json
+import os
+
+from Config.Config import EXCEL_PATH
+from Util.AreaUtil import query_area_info
+
+# 创建数据保存目录
+DATA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'Data')
+os.makedirs(DATA_DIR, exist_ok=True)
+JSON_PATH = os.path.join(DATA_DIR, 'MaoRuXueLv.json')  # 修改为毛入学率的JSON路径
+
+file_name = EXCEL_PATH
+enrollment_data = []
+name_conversion_errors = []  # 记录转换失败的名称
+conversion_records = []  # 定义转换记录变量
+
+# 加载工作簿并选择学校面积、教学辅助房面积Sheet
+workbook = openpyxl.load_workbook(file_name, read_only=True)
+if '学校面积、教学辅助房面积' not in workbook.sheetnames:
+    print("❌ 错误：未找到'学校面积、教学辅助房面积'Sheet")
+    exit(1)
+sheet = workbook['学校面积、教学辅助房面积']
+