Pandas to List
To convert a Pandas DataFrame or Series to a list, you can use the .tolist() method. Here’s how you can do it for both DataFrames and Series:
For DataFrame:
import pandas as pd
# Sample DataFrame
data = {
'Column1': [1, 2, 3, 4, 5],
'Column2': ['A', 'B', 'C', 'D', 'E']
}
df = pd.DataFrame(data)
# Convert DataFrame to a list of lists
list_of_lists = df.values.tolist()
print(list_of_lists)
For Series:
import pandas as pd
# Sample Series
data = pd.Series([1, 2, 3, 4, 5])
# Convert Series to a list
list_from_series = data.tolist()
print(list_from_series)
In both cases, the .tolist() method will convert the DataFrame or Series into a Python list. For DataFrames, it creates a list of lists where each row of the DataFrame becomes a separate list. For Series, it directly converts the Series values into a list.
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