python list to dataframe code example

Example 1: from list of lists to dataframe

import pandas as pd

data = [['New York Yankees', 'Acevedo Juan', 900000, 'Pitcher'], 
        ['New York Yankees', 'Anderson Jason', 300000, 'Pitcher'], 
        ['New York Yankees', 'Clemens Roger', 10100000, 'Pitcher'], 
        ['New York Yankees', 'Contreras Jose', 5500000, 'Pitcher']]

df = pd.DataFrame.from_records(data)

Example 2: how to convert a list into a dataframe in python

from pandas import DataFrame

People_List = ['Jon','Mark','Maria','Jill','Jack']

df = DataFrame (People_List,columns=['First_Name'])
print (df)

Example 3: pandas list to df

# import pandas as pd 
import pandas as pd 
  
# list of strings 
lst = ['Geeks', 'For', 'Geeks', 'is',  
            'portal', 'for', 'Geeks'] 
  
# Calling DataFrame constructor on list 
df = pd.DataFrame(lst) 
df

Example 4: dataframe to list

df.values.tolist()

Example 5: convert list to dataframe

L = ['Thanks You', 'Its fine no problem', 'Are you sure']

#create new df 
df = pd.DataFrame({'col':L})
print (df)

                   col
0           Thanks You
1  Its fine no problem
2         Are you sure

Example 6: how to convert a list to dataframe in python

import pandas as pd
from pandas import DataFrame
df = DataFrame(lst,columns=['num'])