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

List of dict to dataframe

Supposing d is your list of dicts, simply:
import pandas as pd 

df = pd.DataFrame(d)

List of dict to df

df = pd.DataFrame(d)  #here d is list of dict

Similar codes

0 vote173 views1 answer
How to create decorator function in django
Python Django
3 votes142 views2 answers
Count how many vowels in a string python
Python
25 votes135 views3 answers
Python find number of occurrences in list
Python
-2 votes128 views4 answers
Python find if string contains space
Python
-1 vote122 views1 answer
Python delete file from directory
Python
3 votes129 views2 answers
Encryption using python
Python
0 vote145 views1 answer
Combine int and object columns into one
Python
0 vote149 views1 answer
Matplotlib get and chan values of tick labels
Python
0 vote143 views1 answer
Django raw without sql injection
Python
0 vote169 views1 answer
Jupyter notebook for pdf generation
Python