pandas dictionary from two columns code example

Example 1: dictionary from two columns pandas

pd.Series(df.A.values,index=df.B).to_dict()

Example 2: dataframe to dictionary with one column as key

pd.Series(df.A.values,index=df.B).to_dict()

Example 3: create dict from two columns pandas

In [6]: df = pd.DataFrame(randint(0,10,10000).reshape(5000,2),columns=list('AB'))

In [7]: %timeit dict(zip(df.A,df.B))
1000 loops, best of 3: 1.27 ms per loop

In [8]: %timeit pd.Series(df.A.values,index=df.B).to_dict()
1000 loops, best of 3: 987 us per loop

Example 4: python how to create dict from dataframe based on 2 columns

In [9]: pd.Series(df.Letter.values,index=df.Position).to_dict()
Out[9]: {1: 'a', 2: 'b', 3: 'c', 4: 'd', 5: 'e'}