A guide to replacing the deprecated `seaborn.distplot` function.

replacing_seaborn_distplot.ipynb

not able to do multiple plots in a 2x2 grid using ax.

hisplot works but displot doesn't.

for i, ax in enumerate(axs.reshape(-1)):
    site = sites[i]
    sns.histplot(svi_mvn_samples[site], ax=ax, label="SVI (Multivariate Normal)", kde=True)
    sns.histplot(hmc_samples[site], ax=ax, label="HMC", kde=True)
    ax.set_title(site)

but when I the below code it doesnt plot in grid.

for i, ax in enumerate(axs.reshape(-1)):
    site = sites[i]
    sns.displot(svi_mvn_samples[site], ax=ax, label="SVI (Multivariate Normal)", kde=True)
    sns.displot(hmc_samples[site], ax=ax, label="HMC", kde=True)
    ax.set_title(site)

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.

sns.histplot(df, x="flipper_length_mm", alpha=.4)
Traceback (most recent call last):
File "", line 1, in
NameError: name 'df' is not defined

distplot is a deprecated function and will be removed in seaborn v0.14.0.

Please adapt your code to use either displot (a figure-level function with
similar flexibility) or kdeplot (an axes-level function for kernel density plots).

Thanks for such a detailed briefing, I am sure there would have been lots of thoughts and efforts in the change,
greatly appreciate @mwaskom . will check the latest version and provide feedbacks if any.

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)

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

Thanks

…

On Wed, Sep 6, 2023, 7:40 PM Stephan ***@***.***> wrote: ***@***.**** commented on this gist. ------------------------------ An update, which really complicates life. You may also need to update matplotlib and numpy, and you'll have to hope your old scripts still work after drawing a stupid histogram. Btw: Line2D.set() got an unexpected keyword argument 'kind' Line2D.set() got an unexpected keyword argument 'hist' --> buggy buggy: only solution kdeplot — Reply to this email directly, view it on GitHub <https://gist.github.com/mwaskom/de44147ed2974457ad6372750bbe5751#gistcomment-4682959> or unsubscribe <https://github.com/notifications/unsubscribe-auth/BBXYBAL2DYFTORCGRXDGJ5TXZCG6RBFKMF2HI4TJMJ2XIZLTSKBKK5TBNR2WLJDHNFZXJJDOMFWWLK3UNBZGKYLEL52HS4DFQKSXMYLMOVS2I5DSOVS2I3TBNVS3W5DIOJSWCZC7OBQXE5DJMNUXAYLOORPWCY3UNF3GS5DZVRZXKYTKMVRXIX3UPFYGLK2HNFZXIQ3PNVWWK3TUUZ2G64DJMNZZDAVEOR4XAZNEM5UXG5FFOZQWY5LFVEYTCNRSHE3DAOBQU52HE2LHM5SXFJTDOJSWC5DF> . You are receiving this email because you commented on the thread. Triage notifications on the go with GitHub Mobile for iOS <https://apps.apple.com/app/apple-store/id1477376905?ct=notification-email&mt=8&pt=524675> or Android <https://play.google.com/store/apps/details?id=com.github.android&referrer=utm_campaign%3Dnotification-email%26utm_medium%3Demail%26utm_source%3Dgithub> .

ohhh my life so great!! thanks.

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):

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.

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

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

Noted. Thanks

Thank you. That was useful.

This is very helpful. Thank you.

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) 

Thank you for the explanations!

Thanks, good stuff!

Thanks, is perfect

Good Explaination

cool, now I know what to do lol.

thanks

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

Thanks, it was a great...

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.

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

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

Looks like it has been updated now

Thank you for this 🚀

Thank you for this helpful information