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Create New pandas DataFrame from Existing Data in Python (2 Examples) | Extract Specific Columns
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Python code of this video:
import pandas as pd # Load pandas
data = pd.DataFrame({'x1':range(7, 12), # Create example DataFrame
'x2':['a', 'b', 'c', 'd', 'e'],
'x3':range(6, 1, - 1),
'x4':[5, 9, 2, 8, 7]})
print(data) # Print example DataFrame
print(data_new1) # Print copy
data_new2 = data[['x2', 'x4']].copy() # Extract selected columns
print(data_new2) # Print DataFrame subset
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import pandas as pd # Load pandas
data = pd.DataFrame({'x1':range(7, 12), # Create example DataFrame
'x2':['a', 'b', 'c', 'd', 'e'],
'x3':range(6, 1, - 1),
'x4':[5, 9, 2, 8, 7]})
print(data) # Print example DataFrame
print(data_new1) # Print copy
data_new2 = data[['x2', 'x4']].copy() # Extract selected columns
print(data_new2) # Print DataFrame subset
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