wphicks

def benchmark_pandas():
    import timerit
    import pandas as pd
    import numpy as np
    column_data = {
        key: np.random.rand(1000)
        for key in map(chr, range(ord('a'), ord('z')))
    }
    data_frame = pd.DataFrame(column_data)