Convert dict to dataframe

Pandas dataframe from dict

data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
pd.DataFrame.from_dict(data)

Convert a dictionary into dataframe python

import pandas as pd
data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
pd.DataFrame.from_dict(data, orient='index').T

Dataframe to dictionary

>>> df.to_dict('records')
[{'col1': 1, 'col2': 0.5}, {'col1': 2, 'col2': 0.75}]

Source: pandas.pydata.org

Pandas dataframe from dict

>>> data = {'row_1': [3, 2, 1, 0], 'row_2': ['a', 'b', 'c', 'd']}
>>> pd.DataFrame.from_dict(data, orient='index')
       0  1  2  3
row_1  3  2  1  0
row_2  a  b  c  d

Source: pandas.pydata.org

Pandas dataframe from dict

>>> data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
>>> pd.DataFrame.from_dict(data)
   col_1 col_2
0      3     a
1      2     b
2      1     c
3      0     d

Source: pandas.pydata.org

Convert dict to dataframe

#Lazy way to convert json dict to df

pd.DataFrame.from_dict(data, orient='index').T

Similar codes

0 vote182 views1 answer
Python how to get current line number
Python
5 votes172 views2 answers
Forgot django admin password
Python
2 votes160 views1 answer
Django load model by name
Python
-1 vote157 views3 answers
Install python3 in dockerfile
Python
9 votes159 views2 answers
Pygame render text
Python
0 vote172 views1 answer
Don't Get Volunteered!
Python
-1 vote162 views1 answer
Web browser api python
Python
2 votes156 views2 answers
Instance variable python
Python
19 votes166 views5 answers
Save matplotlib figure
Python
3 votes157 views1 answer
Python cmd to remove file
Python