淘宝 API 数据分析：业务场景实现 + JSON 返回示例

import requests

# 1. 请求淘宝API（商品/销量/评论/订单）
url = "https://api.taobao.com/router/rest"
params = {
    "method": "taobao.item.get",    # 接口名
    "app_key": "你的key",
    "num_iid": "680000000000",      # 商品ID
    "sign": "自动签名"
}

# 2. 获取JSON
response = requests.get(url, params=params)
data = response.json()

# 3. 分析数据（提取关键字段）
result = {
    "商品ID": data["item"]["num_iid"],
    "商品标题": data["item"]["title"],
    "售价": data["item"]["price"],
    "销量": data["item"]["sales"],
    "库存": data["item"]["num"],
    "店铺": data["item"]["nick"]
}

# 4. 输出/入库/生成报表
print(result)

{
  "item_get_response": {
    "item": {
      "num_iid": "680123456789",
      "title": "2025夏季新款纯棉短袖T恤宽松大码",
      "price": "59.00",
      "sales": "12800",
      "num": 360,
      "pic_url": "https://img.taobao.com/xxx.jpg",
      "detail_url": "https://detail.tmall.com/item.htm",
      "nick": "XX官方旗舰店",
      "cid": 50015261,
      "location": "广东 广州",
      "props": "颜色:白色;尺码:M/L/XL",
      "created": "2025-03-15 10:00:00"
    }
  }
}

{
  "items_rank_get_response": {
    "items": {
      "total_results": 12000,
      "item": [
        {
          "num_iid": "68000001",
          "title": "爆款短袖",
          "price": "49.9",
          "sales": 25600,
          "orders": 8500,
          "convert_rate": "6.8%"
        }
      ]
    }
  }
}

{
  "item_reviews_get_response": {
    "reviews": {
      "total": 8650,
      "good_rate": "96.2%",
      "review": [
        {
          "content": "质量很好，面料舒服",
          "score": 5,
          "nick": "jd***123",
          "created": "2025-04-18"
        }
      ]
    }
  }
}