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@mwaskom
Last active July 16, 2024 15:03
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A guide to replacing the deprecated `seaborn.distplot` function.
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@kururu-abdo
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i got this error

ValueError: Multi-dimensional indexing (e.g. obj[:, None]) is no longer supported. Convert to a numpy array before indexing instead.

ax1 = sns.distplot(df['Salary'], hist=False, color="r", label="Actual Value")
sns.distplot(yhatRedge2, hist=False, color="b", label="Fitted Values" , ax=ax1)

@osman-haider
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i am facing error
ValueError: Multi-dimensional indexing (e.g. obj[:, None]) is no longer supported. Convert to a numpy array before indexing instead.

@bahramch487
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bahramch487 commented Sep 7, 2023 via email

@Chinaskidev
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ohhh my life so great!! thanks.

@swapnak1512
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Hi All,
I am facing below errors while using seaborn displot and hisplot:
Please help me in resolving the issue. Note: Same error with sns.histplot(tips["total_bill"])

Code:
import seaborn as sns
tips = sns.load_dataset('tips')
sns.displot(tips["total_bill"])

Errors
C:\Users\xxx\PycharmProjects\HelloWorld\venv\Lib\site-packages\seaborn_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
if pd.api.types.is_categorical_dtype(vector):
C:\Users\xxx\PycharmProjects\HelloWorld\venv\Lib\site-packages\seaborn_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.
with pd.option_context('mode.use_inf_as_na', True):

@zwitter689
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Really appreciate this, I imagine this takes a lot of work and the rewards are nebulous. Nonetheless, this is good stuff and your deserve kudos.

@BeUnstopable
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Hello, thanks for your guidness. I try your help untill in[12] but i get this message name 'df ' is not defined. please help to solve this problem. my python version is 3.11.

can your share your code to fix the error

@i80287
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i80287 commented Oct 19, 2023

How can I add normal distribution over histogram? Using distplot it is seaborn.distplot(series, fit=scipy.stats.norm). But none of hisplot and displot has the"fit" argument

@DavidAdonduwa
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Noted. Thanks

@JerryTsiba
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Thank you. That was useful.

@Owino-Kevin
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This is very helpful. Thank you.

@Nyantahi
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Nyantahi commented Jan 6, 2024

getting unexpected keyword argument 'hist' when I try to disable histogram, when I am trying to just show density curve

ax1 = sns.displot(df['price'], hist=False, color="r", label="Actual Value")
sns.displot(Yhat, hist=False, color="b", label="Fitted Values" , ax=ax1)

1195 func = getattr(self, f"set_{k}", None) 1196 if not callable(func): -> 1197 raise AttributeError( 1198 errfmt.format(cls=type(self), prop_name=k)) 1199 ret.append(func(v)) 1200 if ret:

AttributeError: Rectangle.set() got an unexpected keyword argument 'hist'

You have to use kind="kde" and remove hist="False" like the code below:

ax1 = sns.displot(df['price'], kind="kde", color="r", label="Actual Value")
sns.displot(Y_hat, color="b", kind="kde", label="Fitted Values", ax=ax1) 

@fanel27
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fanel27 commented Feb 18, 2024

Thank you for the explanations!

@eluseful
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eluseful commented Mar 4, 2024

Thanks, good stuff!

@Andres-Abi
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Thanks, is perfect

@Kushoza8
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Good Explaination

@vishwajeet-yaduraj
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cool, now I know what to do lol.

@abirmazumdar03
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Thank you sir...This notebook was a great help

@win7
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win7 commented Jun 12, 2024

Thanks, it was a great...

@abdme777
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abdme777 commented Jul 4, 2024

Hello, thanks for your guidness. I try your help untill in[12] but i get this message name 'df ' is not defined. please help to solve this problem. my python version is 3.11.

can your share your code to fix the error

I guess you figured out that df is just the variable Mr. Waskom used for his dataset.

@Nirvana2211
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Not sure who manages this webpage , but this still refers to distplot

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