我想从我的pandas数据帧创建一个多嵌套的json。

import pandas as pd
import json

# 创建一个示例数据帧
df = pd.DataFrame({'Name': ['Alice', 'Bob'],
                   'Age': [25, 30],
                   'Skills': [['Python', 'Java'], ['C++', 'JavaScript']]})

# 将数据帧转换为字典格式
data_dict = df.to_dict(orient='records')

# 创建一个函数来递归转换数据
def convert_to_json(data):
    result = {}
    for key, value in data.items():
        if isinstance(value, list):
            result[key] = [convert_to_json(item) if isinstance(item, dict) else item for item in value]
        elif isinstance(value, dict):
            result[key] = convert_to_json(value)
        else:
            result[key] = value
    return result

# 转换数据为多嵌套的 JSON 格式
nested_json = convert_to_json(data_dict)

# 将 JSON 格式打印出来
print(json.dumps(nested_json, indent=4))

[
    {
        "Name": "Alice",
        "Age": 25,
        "Skills": ["Python", "Java"]
    },
    {
        "Name": "Bob",
        "Age": 30,
        "Skills": ["C++", "JavaScript"]
    }
]