將字典列表附加到 Python 中的現有 Pandas DataFrame
使用 append() 方法,將字典列表附加到現有的 Pandas DataFrame。首先,建立一個 DataFrame −
dataFrame = pd.DataFrame(
{
"Car": ['BMW', 'Audi', 'XUV', 'Lexus', 'Volkswagen'],"Place": ['Delhi','Bangalore','Pune','Chandigarh','Mumbai'],"Units": [100, 150, 50, 110, 90]
}
)
建立字典列表 −
d = [{'Car': 'Mustang', 'Place': 'Hyderabad', 'Units': 60},{'Car': 'Tesla', 'Place': 'Kerala', 'Units': 30},{'Car': 'RollsRoyce', 'Place': 'Punjab', 'Units': 70},{'Car': 'Bentley', 'Place': 'Gujarat', 'Units': 80}
]
現在,將字典列表附加到已經建立的 DataFrame −
dataFrame = dataFrame.append(d, ignore_index=True, sort=False)
示例
以下為程式碼 −
import pandas as pd;
dataFrame = pd.DataFrame(
{
"Car": ['BMW', 'Audi', 'XUV', 'Lexus', 'Volkswagen'],"Place": ['Delhi','Bangalore','Pune','Chandigarh','Mumbai'],"Units": [100, 150, 50, 110, 90]
}
)
print("DataFrame ...\n",dataFrame)
# creating dictionaries
d = [{'Car': 'Mustang', 'Place': 'Hyderabad', 'Units': 60},{'Car': 'Tesla', 'Place': 'Kerala', 'Units': 30},{'Car': 'RollsRoyce', 'Place': 'Punjab', 'Units': 70},{'Car': 'Bentley', 'Place': 'Gujarat', 'Units': 80}
]
print("\n Dictionary....\n", d)
# appending list of dictionaries to already created DataFrame
dataFrame = dataFrame.append(d, ignore_index=True, sort=False)
# Display the appended result
print("\nResult of append...\n",dataFrame)輸出
該程式將產生以下輸出 −
DataFrame ...
Car Place Units
0 BMW Delhi 100
1 Audi Bangalore 150
2 XUV Pune 50
3 Lexus Chandigarh 110
4 Volkswagen Mumbai 90
Dictionary....
[{'Units': 60, 'Car': 'Mustang', 'Place': 'Hyderabad'}, {'Units': 30, 'Car': 'Tesla', 'Place': 'Kerala'}, {'Units': 70, 'Car': 'RollsRoyce', 'Place': 'Punjab'}, {'Units': 80, 'Car': 'Bentley', 'Place': 'Gujarat'}])
Result of append...
Car Place Units
0 BMW Delhi 100
1 Audi Bangalore 150
2 XUV Pune 50
3 Lexus Chandigarh 110
4 Volkswagen Mumbai 90
5 Mustang Hyderabad 60
6 Tesla Kerala 30
7 RollsRoyce Punjab 70
8 Bentley Gujarat 80
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