[英]Appending to an empty DataFrame in Pandas?
Is it possible to append to an empty data frame that doesn't contain any indices or columns?是否可以将 append 转换为不包含任何索引或列的空数据框?
I have tried to do this, but keep getting an empty dataframe at the end.我曾尝试这样做,但最后总是得到一个空的 dataframe。
eg例如
import pandas as pd
df = pd.DataFrame()
data = ['some kind of data here' --> I have checked the type already, and it is a dataframe]
df.append(data)
The result looks like this:结果如下所示:
Empty DataFrame
Columns: []
Index: []
That should work:那应该工作:
>>> df = pd.DataFrame()
>>> data = pd.DataFrame({"A": range(3)})
>>> df.append(data)
A
0 0
1 1
2 2
But the append
doesn't happen in-place , so you'll have to store the output if you want it:但是append
不会就地发生,因此如果需要,您必须存储输出:
>>> df
Empty DataFrame
Columns: []
Index: []
>>> df = df.append(data)
>>> df
A
0 0
1 1
2 2
And if you want to add a row, you can use a dictionary:如果你想添加一行,你可以使用字典:
df = pd.DataFrame()
df = df.append({'name': 'Zed', 'age': 9, 'height': 2}, ignore_index=True)
which gives you:这给了你:
age height name
0 9 2 Zed
You can concat the data in this way:您可以通过以下方式连接数据:
InfoDF = pd.DataFrame()
tempDF = pd.DataFrame(rows,columns=['id','min_date'])
InfoDF = pd.concat([InfoDF,tempDF])
I tried this way and it works我试过这种方式,它有效
import pandas as pd
df = pd.DataFrame(columns =['columnA','columnB'])
data = {'columnA':'data', 'columnB':'data'}
df = df.append(data)
pandas.DataFrame.append
Deprecated since version 1.4.0: Useconcat()
instead.pandas.DataFrame.append
自版本 1.4.0 起已弃用:使用concat()
代替。
Therefore:所以:
df = pd.DataFrame() # empty dataframe
df2 = pd..DataFrame(...) # some dataframe with data
df = pd.concat([df, df2])
The answers are very useful, but since pandas.DataFrame.append
was deprecated (as already mentioned by various users), and the answers using pandas.concat
are not "Runnable Code Snippets" I would like to add the following snippet: The answers are very useful, but since pandas.DataFrame.append
was deprecated (as already mentioned by various users), and the answers using pandas.concat
are not "Runnable Code Snippets" I would like to add the following snippet:
import pandas as pd
df = pd.DataFrame(columns =['name','age'])
row_to_append = pd.DataFrame([{'name':"Alice", 'age':"25"},{'name':"Bob", 'age':"32"}])
df = pd.concat([df,row_to_append])
So df
is now:所以df
现在是:
name age
0 Alice 25
1 Bob 32
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