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convert df to json

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YOU.com answered on November 10, 2021 Popularity 8/10 Helpfulness 5/10

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convert df to json

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import pandas as pd

# Assuming 'df' is the dataframe
df_json = df.to_json(orient='records')

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Contributed on Sep 11 2023

YOU.com

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pd df to json

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result = df.to_json(orient="split")

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Source: pandas.pydata.org

Tags: python py

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Contributed on Aug 24 2022

Athul Mathew

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pandas dataframe to json

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import numpy as np
import pandas as pd
  
  
data = np.array([['1', '2'], ['3', '4']])
   
dataFrame = pd.DataFrame(data, columns = ['col1', 'col2'])
json = dataFrame.to_json()
print(json)
  
json_split = dataFrame.to_json(orient ='split')
print("json_split = ", json_split, "\n")
   
json_records = dataFrame.to_json(orient ='records')
print("json_records = ", json_records, "\n")
   
json_index = dataFrame.to_json(orient ='index')
print("json_index = ", json_index, "\n")
   
json_columns = dataFrame.to_json(orient ='columns')
print("json_columns = ", json_columns, "\n")
   
json_values = dataFrame.to_json(orient ='values')
print("json_values = ", json_values, "\n")
   
json_table = dataFrame.to_json(orient ='table')
print("json_table = ", json_table, "\n")


## output
json_split = {“columns”:[“col1”, “col2”], “index”:[0, 1], “data”:[[“1”, “2”], [“3”, “4”]]}

json_records = [{“col1″:”1”, “col2″:”2”}, {“col1″:”3”, “col2″:”4”}]

json_index = {“0”:{“col1″:”1”, “col2″:”2”}, “1”:{“col1″:”3”, “col2″:”4”}}

json_columns = {“col1”:{“0″:”1”, “1”:”3″}, “col2”:{“0″:”2”, “1”:”4″}}

json_values = [[“1”, “2”], [“3”, “4”]]

json_table = {“schema”:{“fields”:[{“name”:”index”, “type”:”integer”}, {“name”:”col1″, “type”:”string”}, {“name”:”col2″, “type”:”string”}], “primaryKey”:[“index”], “pandas_version”:”0.20.0″}, “data”:[{“index”:0, “col1″:”1”, “col2″:”2”}, {“index”:1, “col1″:”3”, “col2″:”4”}]}

Popularity 10/10 Helpfulness 5/10 Language python

Source: www.geeksforgeeks.org

Tags: dataframe data

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Contributed on Dec 08 2022

Darkstar

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convert json to dataframe python

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df = pd.json_normalize(json data)

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Contributed on Apr 05 2022

Lazy Leopard

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convert json to dataframe

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dataframe = pd.DataFrame.from_dict(a_json, orient="index")

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Source: www.kite.com

Tags: dataframe data

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Contributed on Nov 10 2021

Wandering Worm

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convert df to json

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