我如何將本網站中的表格導入數據框？

Question

我有這個鏈接從福布斯.. http://www.forbes.com/global2000/list/。我需要將2000年的頂級公司表格分析成數據框。我怎麼做？

Answer 1

您可以直接使用pd.read_json，因爲基礎表是從json resposne生成的。

提示：請檢查瀏覽器的網絡選項卡，獲取xhr請求，查找url。

In [38]: df = pd.read_json('http://www.forbes.com/ajax/list/data?year=2016&uri=glo 
    ...: bal2000&type=organization') 

In [40]: df.shape 
Out[40]: (2001, 16) 

In [41]: df.head(2) 
Out[41]: 
    assets   ceo   country headquarters imageUri \ 
0 32718.0 Inge Thulin United States  Minnesota  3m 
1 7454.0 Simon Borrows United Kingdom United Kingdom 3i-group 

       industry marketValue  name position profits rank \ 
0  Conglomerates  102175.0  3M  200 4833.0 200 
1 Investment Services  6685.0 3i Group  1562 925.0 1562 

    revenue squareImage  state thumbnail  uri 
0 30274.0   NaN Minnesota  NaN  3m 
1 485.0   NaN  NaN  NaN 3i-group