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create df from list of dicts

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Real Raccoon answered on August 21, 2020 Popularity 9/10 Helpfulness 4/10

answer create df from list of dicts

related dataframe to list of dicts

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create df from list of dicts

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# Python code demonstrate how to create  
# Pandas DataFrame by lists of dicts. 
import pandas as pd 
    
# Initialise data to lists. 
data = [{'Geeks': 'dataframe', 'For': 'using', 'geeks': 'list'},
        {'Geeks':10, 'For': 20, 'geeks': 30}] 
    
# Creates DataFrame. 
df = pd.DataFrame(data) 
    
# Print the data 
df

Popularity 9/10 Helpfulness 4/10 Language python

Source: www.geeksforgeeks.org

Tags: list python

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Contributed on Mar 11 2022

Real Raccoon

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dataframe to list of dicts

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

datadict = df.to_dict('records')

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Source: Grepper

Tags: dataframe data

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Contributed on Oct 22 2020

Exuberant Eland

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python list of dict to dataframe

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

Popularity 10/10 Helpfulness 4/10 Language python

Source: stackoverflow.com

Tags: dataframe data

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Contributed on Apr 23 2021

Arno Deceuninck

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list of dict to dataframe

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#Supposing d is your list of dicts, simply:
import pandas as pd 
df = pd.DataFrame(d)

Popularity 10/10 Helpfulness 4/10 Language python

Source: Grepper

Tags: dataframe data

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Contributed on Nov 21 2021

Sachin

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pandas to list of dicts

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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

Popularity 10/10 Helpfulness 3/10 Language python

Source: stackoverflow.com

Tags: list

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Contributed on Aug 21 2020

Busy Boar

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create df from list of dicts

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