如何在Python中計算groupby中的計數和百分比

Question

分組后我有以下輸出

Publisher.groupby('Category')['Title'].count()
Category
Coding          5
Hacking         7
Java            1
JavaScript      5
LEGO           43
Linux           7
Networking      5
Others        123
Python          8
R               2
Ruby            4
Scripting       4 
Statistics      2
Web             3

在上面的輸出中，我也想要百分比，即第一行5*100/219等等。 我正在做以下

 Publisher.groupby('Category')['Title'].agg({'Count':'count','Percentage':lambda x:x/x.sum()})

但它給了我一個錯誤。 請幫忙

Answer 1

我認為你可以使用：

P = Publisher.groupby('Category')['Title'].count().reset_index()
P['Percentage'] = 100 * P['Title']  / P['Title'].sum()

樣品：

Publisher = pd.DataFrame({'Category':['a','a','s'],
                   'Title':[4,5,6]})

print (Publisher)
  Category  Title
0        a      4
1        a      5
2        s      6

P = Publisher.groupby('Category')['Title'].count().reset_index()
P['Percentage'] = 100 * P['Title']  / P['Title'].sum()
print (P)
  Category  Title  Percentage
0        a      2   66.666667
1        s      1   33.333333

Answer 2

df = pd.DataFrame({'Category':['a','a','s'],
                   'Title':[4,5,6]})

df=df.groupby('Category')['Title'].count().rename("percentage").transform(lambda x: x/x.sum())

df.reset_index()

#output in dataframe type

    Category    percentage
0   a   0.666667
1   s   0.333333

#please let me know if it doesn't solve your current problem