/Python/Python list of dict to dataframe

Python list of dict to dataframe

Dataframe to list of dicts

df = pd.DataFrame({'Name': ['John', 'Sara','Peter','Cecilia'],
                   'Age': [38, 47,63,28],
                  'City':['Boston', 'Charlotte','London','Memphis']})

datadict = df.to_dict('records')

Python list of dict to dataframe

# Supposing d is your list of dicts, simply
df = pd.DataFrame(d)
# Note: this does not work with nested data

Source: stackoverflow.com

Pandas to list of dicts

In [20]: timeit df.T.to_dict().values()
1000 loops, best of 3: 395 µs per loop

In [21]: timeit df.to_dict('records')
10000 loops, best of 3: 53 µs per loop

Source: stackoverflow.com

Similar codes

2 votes244 views2 answers
How to use coordinates in python
Python
0 vote240 views1 answer
Hewwo world
Python
0 vote236 views1 answer
Hugingface ner
Python
1 vote229 views1 answer
Can't convert np.ndarray of type numpy.object_.
Python
0 vote225 views1 answer
Customise django admin edit model button in field
Python
21 votes228 views5 answers
How to open a website using python
Python
2 votes227 views2 answers
Python include another python file
Python
5 votes220 views1 answer
Python how to skip iteration
Python
31 votes239 views6 answers
Python remove specific character from string
Python
0 vote239 views1 answer
Django connect to a db on heroku
Python