Convert pandas DataFrame to List in Python (3 Examples) | Extract Column & Row | Change All Elements
How to convert values in a pandas DataFrame to a list object in the Python programming language. More details: https://statisticsglobe.com/convert-p...
Python code of this video:
import pandas as pd # Import pandas
data = pd.DataFrame({'x1':range(10, 17), # Create pandas DataFrame
'x2':range(7, 0, - 1),
'x3':range(23, 30)})
print(data) # Print pandas DataFrame
list1 = data['x1'].tolist() # Select column
print(list1) # Print list
[10, 11, 12, 13, 14, 15, 16]
list2 = data.loc[[0]].values.tolist() # Select row
print(list2) # Print list
[[10, 7, 23]]
list3 = data.values.tolist() # Convert all values
print(list3) # Print list
[[10, 7, 23], [11, 6, 24], [12, 5, 25], [13, 4, 26], [14, 3, 27], [15, 2, 28], [16, 1, 29]]
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