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threshold meaning in pandas dropna

Enthusiastic Eland answered on June 9, 2020 Popularity 9/10 Helpfulness 2/10

answer threshold meaning in pandas dropna

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threshold meaning in pandas dropna

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>>>df = pd.DataFrame({"name": ['Alfred', 'Batman', 'Catwoman'],
                   "toy": [np.nan, 'Batmobile', 'Bullwhip'],
                   "born": [pd.NaT, pd.Timestamp("1940-04-25"),
                            pd.NaT]}) 
df.dropna(thresh=2)
       name        toy       born
1    Batman  Batmobile 1940-04-25
2  Catwoman   Bullwhip        NaT

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Source: pandas.pydata.org

Tags: pandas python threshold

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Contributed on Jun 09 2020

Enthusiastic Eland

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#dropping columns having more than 50% missing values(1994/2==1000)
df=df.dropna(thresh=1000,axis=1)

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Source: Grepper

Tags: python py

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Contributed on Oct 17 2020

Lazy long python

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threshold meaning in pandas dropna

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