Convert list of dictionaries to a pandas DataFrame

Question

I have a list of dictionaries like this:

[{\'points\': 50, \'time\': \'5:00\', \'year\': 2010}, 
{\'points\': 25, \'time\': \'6:00\', \'month\': \"february\"         


        

Answer 1

You can also use pd.DataFrame.from_dict(d) as :

In [8]: d = [{'points': 50, 'time': '5:00', 'year': 2010}, 
   ...: {'points': 25, 'time': '6:00', 'month': "february"}, 
   ...: {'points':90, 'time': '9:00', 'month': 'january'}, 
   ...: {'points_h1':20, 'month': 'june'}]

In [12]: pd.DataFrame.from_dict(d)
Out[12]: 
      month  points  points_h1  time    year
0       NaN    50.0        NaN  5:00  2010.0
1  february    25.0        NaN  6:00     NaN
2   january    90.0        NaN  9:00     NaN
3      june     NaN       20.0   NaN     NaN