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dataframe from dict

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Obedient Oryx answered on March 30, 2020 Popularity 10/10 Helpfulness 5/10

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dataframe from dict

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pd.DataFrame.from_dict(data)

Popularity 10/10 Helpfulness 5/10 Language python

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Tags: dataframe python

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Contributed on Jul 03 2020

Obedient Oryx

0 Answers Avg Quality 2/10

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pandas dataframe from dict

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

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Tags: dataframe data

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Contributed on Mar 30 2020

Shaunak

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pandas dataframe from dict

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>>> 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

Popularity 10/10 Helpfulness 6/10 Language python

Source: pandas.pydata.org

Tags: dataframe data

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Contributed on Jun 12 2020

Worrisome Whale

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pandas dataframe from dict

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>>> 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

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Source: pandas.pydata.org

Tags: dataframe data

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Contributed on Jun 12 2020

Worrisome Whale

0 Answers Avg Quality 2/10

pandas dataframe from dict

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>>> pd.DataFrame.from_dict(data, orient='index',
...                        columns=['A', 'B', 'C', 'D'])
       A  B  C  D
row_1  3  2  1  0
row_2  a  b  c  d

Popularity 10/10 Helpfulness 5/10 Language python

Source: pandas.pydata.org

Tags: dataframe data

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Contributed on Jun 12 2020

Worrisome Whale

0 Answers Avg Quality 2/10

convert dict to dataframe

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#Lazy way to convert json dict to df

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

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Tags: dataframe data

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Contributed on Apr 29 2020

Magnificent Moth

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dataframe to dictionary

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

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Source: pandas.pydata.org

Tags: dataframe data

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Contributed on Dec 31 2020

yogesh174

0 Answers Avg Quality 2/10

create a dataframe from dict

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create a dataframe from dict (function)

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

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Tags: dataframe data

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Contributed on Dec 08 2020

Thoughtless Tapir

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dictionary to dataframe python

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import pandas as pd
# Create a list of dictionaries with new data
list_of_dictionary = [
    {"date": "2019-11-03", "small_sold": 10376832, "large_sold": 7835071},
    {"date": "2019-11-10", "small_sold": 10717154, "large_sold": 8561348},
]
# Create a dictionary of lists with new data
dict_of_list = {
  "date": ["2019-11-17", "2019-12-01"],
  "small_sold": [10859987, 9291631],
  "large_sold": [7674135, 6238096]
}
# Convert list into DataFrame
avocados_df1 = pd.DataFrame(list_of_dictionary)
avocados_df2 = pd.DataFrame(dict_of_list)

Popularity 8/10 Helpfulness 4/10 Language python

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Tags: dataframe data

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Contributed on Oct 29 2023

Innocent Iguana

0 Answers Avg Quality 2/10

convert pandas dataframe to dict with a column as key

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df.set_index('columnName').T.to_dict()

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Source: Grepper

Tags: dataframe data

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Contributed on Mar 17 2021

Tanishq Vyas

0 Answers Avg Quality 2/10

dataframe from dict

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convert pandas dataframe to dict with a column as key

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