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辞書型リストとDataFrameの相互変換

Posted at

#辞書型リストをDataFrameに変換して処理したい
もう何度も調べたくない・・・。そんな自分へ備忘録です。
みなさんのお役にも立てればいいな・・・

##環境情報
・python: 3.7.3
・pandas: 1.0.3

##実装サンプル

辞書型リストとDataFrameの相互変換.py

import pandas as pd

dict_list = [
    {"A": "a1", "B": "b1", "C": "c1"},
    {"A": "a2", "B": "b2", "C": "c2"},
    {"A": "a3", "B": "b3", "C": "c3"}
]

# 辞書型リスト -> DataFrameへ変換
df = pd.DataFrame(dict_list)
print(df)
#     A   B   C
# 0  a1  b1  c1
# 1  a2  b2  c2
# 2  a3  b3  c3

# DataFrame -> 辞書型リストへ変換
dfToList = list(df.to_dict('index').values())
print(dfToList)
# [{'A': 'a1', 'B': 'b1', 'C': 'c1'}, 
#  {'A': 'a2', 'B': 'b2', 'C': 'c2'}, 
#  {'A': 'a3', 'B': 'b3', 'C': 'c3'}]

以上、終わり。

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