属性错误：“DataFrame”对象在变量 netflix_data 中没有属性“append”

Question

当我尝试使用 BeautifulSoup 学习网页抓取时，在使用 .append() 函数将数据插入字典（netflix_data）时遇到一些问题

这是我的整个源代码

import pandas as pd
import requests
from bs4 import BeautifulSoup
import warnings
warnings.filterwarnings("ignore", category=FutureWarning)

url = "https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-PY0220EN-SkillsNetwork/labs/project/netflix_data_webpage.html"
page = requests.get(url).text
soup = BeautifulSoup(page, "html.parser")

netflix_data = pd.DataFrame(columns=["Date", "Open", "High", "Low", "Close", "Adj_close", "Volume"])

for row in soup.find("tbody").find_all('tr'):
    col = row.find_all("td")
    date = col[0].text
    open = col[1].text
    high = col[2].text
    low = col[3].text
    close = col[4].text
    adj_close = col[5].text
    volume = col[6].text
    
    netflix_data = netflix_data.append({
        "Date": date,
        "Open": open,
        "High": high,
        "Low": low,
        "Close": close,
        "Adj_close": adj_close,
        "Volume": volume
    }, ignore_index=True)

netflix_data.head()

然后就是结果

AttributeError                            Traceback (most recent call last)
<ipython-input-1-0e5fe86ede64> in ?()
     19     close = col[4].text
     20     adj_close = col[5].text
     21     volume = col[6].text
     22 
---> 23     netflix_data = netflix_data.append({
     24         "Date": date,
     25         "Open": open,
     26         "High": high,

c:\Users\haryy\AppData\Local\Programs\Python\Python312\Lib\site-packages\pandas\core\generic.py in ?(self, name)
   6295             and name not in self._accessors
   6296             and self._info_axis._can_hold_identifiers_and_holds_name(name)
   6297         ):
   6298             return self[name]
-> 6299         return object.__getattribute__(self, name)

AttributeError: 'DataFrame' object has no attribute 'append'

我可以做什么来解决这个问题？谢谢

Answer 1

从 pandas 2 开始，您需要使用 pd.concat():

    netflix_data = pd.concat([netflix_data, pd.DataFrame({
        "Date": date,
        "Open": open,
        "High": high,
        "Low": low,
        "Close": close,
        "Adj_close": adj_close,
        "Volume": volume
    })], ignore_index=True)