[英]Python pandas: Nested List of Dictionary into Dataframe
Here is how the data structure is below... It is a List with inner List that contains two Dictionaries each. 下面是数据结构是如何下面......它与含有每两个字典内列表的列表 。
I want it into dataframe with these headings: hasPossession, score and spread . 我希望将其包含在具有以下标题的数据框中 : hasPossession,score和spread 。
[[{'hasPossession': '0', 'score': '23', 'spread': '-0'},
[[{{'hasPossession':'0','score':'23','spread':'-0'},
{'hasPossession': '0', 'score': '34', 'spread': '0.0'}], [{'hasPossession': '0', 'score': '', 'spread': '-7.5'},{'hasPossession':'0','score':'34','spread':'0.0'}],[{'hasPossession':'0','score':'','spread':'- 7.5'},
{'hasPossession': '0', 'score': '', 'spread': '7.5'}], [{'hasPossession': '0', 'score': '', 'spread': '-1'},{'hasPossession':'0','score':'','spread':'7.5'}],[{'hasPossession':'0','score':'','spread':'-1 '},
{'hasPossession': '0', 'score': '', 'spread': '1.0'}]]{'hasPossession':'0','score':'','spread':'1.0'}]]
Generally, above structure is a List that contains 3 Lists and each List contains 2 Dictionary with 2 elements. 一般地,上述结构是一个包含3名列表的列表 ,并且每个列表中包含2 字典与2个元素。
How do I transform such into pandas dataframe? 如何将其转换为熊猫数据框?
flatten
the list and use the default constructor flatten
列表并使用默认构造函数
pd.DataFrame([k for item in initial_list for k in item])
hasPossession score spread
0 0 23 -0
1 0 34 0.0
2 0 -7.5
3 0 7.5
4 0 -1
5 0 1.0
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