time df.apply() python

Tremendous Enceladus answered on October 20, 2020 Popularity 7/10 Helpfulness 4/10

answer time df.apply() python

time df.apply() python

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import pandas as pd
import numpy as np
from tqdm import tqdm
# from tqdm.auto import tqdm  # for notebooks

df = pd.DataFrame(np.random.randint(0, int(1e8), (10000, 1000)))

# Create and register a new `tqdm` instance with `pandas`
# (can use tqdm_gui, optional kwargs, etc.)
tqdm.pandas()

# Now you can use `progress_apply` instead of `apply`
df.groupby(0).progress_apply(lambda x: x**2)

Popularity 7/10 Helpfulness 4/10 Language python

Source: Grepper

Tags: python time

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Contributed on Oct 20 2020

Tremendous Enceladus

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