Convert Python dict into a dataframe
You can use the Pandas library to convert a Python dictionary into a dataframe. Here's an example code snippet:
import pandas as pd
# Create a sample dictionary
my_dict = {'a': 1, 'b': 2, 'c': 3}
# Convert the dictionary into a dataframe
df = pd.DataFrame.from_dict(my_dict, orient='index', columns=['value'])
# Print the dataframe
print(df)
In this example, the from_dict
method is used to convert the dictionary into a dataframe. The orient
parameter is set to 'index' so that the keys of the dictionary become the index of the dataframe. The columns
parameter is used to specify the name of the column that will hold the values of the dictionary.
You can also use the .to_dict()
method of pandas dataframe to convert it back to dictionary
my_dict = df.to_dict()
This will give you the dictionary representation of the dataframe.