When you are using the seaborn module, you might have faced Attributeerror: module ‘seaborn’ has no attribute ‘displot’. which occurs because of differences and conflicts in the version of the seaborn module. Seaborn is a Python module used for visualization and plotting. In this short article we will learn how we can solve attributeerror: module ‘seaborn’ has no attribute ‘displot’ error that many of us face during plotting displot in seaborn. Moreover, we will also discuss the reason and try to understand such problems.
Attributeerror: module ‘seaborn’ has no attribute ‘displot’ – Possile solutions
The error attributeerror: module ‘seaborn’ has no attribute ‘displot’ occurs because of the difference in the version of seaborn. The simplest way to get rid of the problem is upgrading the seaborn or installing the specific module.
In this article, we will go through the following solutions to get rid of the error:
- Upgrade the seaborn module
- Reinstalling the seaborn module
- Installing a specific version of the seaborn module
- Using virtual environment
Let us now go through each of these methods to solve the error:
Solution-1: Upgrade the seaborn module
Now we will use the pip command to upgrade the seaborn module. Depending on the version of pip, you can use any of the following commands to upgrade the seaborn module.
# if you are using pip version 2 pip install seaborn --upgrade # for pip version 3 pip3 install seaborn --upgrade
Here are some other alternatives to upgrade the seaborn module on your system.
# for python 2 python -m pip install seaborn --upgrade # for python 3 python3 -m pip install seaborn --upgrade # for windows py -m pip install seaborn --upgrade
If you are using a Jupyter notebook or anaconda environment, then you can use the following commands:
# if you are using jupyter-notebook !pip install seaborn --upgrade # if you are using anaconda conda install seaborn --upgrade
Hopefully, these will help you to get rid of the error.
Solution-2: Uninstalling the seaborn
If the upgrading does not help or gave an error while upgrading, then you can install the module and then install it again.
# uninstalling numba module pip uninstall seaborn # uninstall numpy module pip uninstall seaborn
Now, install the seaborn again using any of the following methods.
# using pip command pip install seaborn # using pip 3 pip3 install seaborn # for jupyter notebook !pip install seaborn # anaconda conda install seaborn
Now hopefully the above method will help you to get rid of the Attributeerror: module ‘seaborn’ has no attribute ‘displot’ error.
Solution-3: Installing a specific version
Another method is to install the specific version of seaborn on your system. You can use any of the following methods:
# for jupyter notebook %pip install seaborn==0.11.0 # using pip command pip install seaborn==0.11.0 # using pip command pip3 install seaborn==0.11.0 # using conda conda install seaborn==0.11.0
Hopefully, now you will not get Attributeerror: module ‘seaborn’ has no attribute ‘displot’.
Solution-5: Creating a virtual environment
If you are using a virtual environment or want to use a virtual environment, then make sure that you need to install the seaborn module on your virtual environment again.
Here is how you can create a virtual environment:
# creating venv envrionnment python -m venv venv # activate on Unix or MacOS source venv/bin/activate # activate on Windows (cmd.exe) venv\Scripts\activate.bat # activate on Windows (PowerShell) venv\Scripts\Activate.ps1
Now you need to install the seaborn module on your system:
pip install seaborn pip3 install seaborn
Hopefully, these methods helped you to get rid of the error:
Understanding the Attributeerror: module ‘seaborn’ has no attribute ‘displot’ error
Now let us try to understand the error. In Python, the error usually has two main parts. The first tells us about the category of the error which in this case is AttributeError. The second part of the error gives more specific information about the error. For example, in this case, the error in the second part says seaborn has no attribute displot which means we have used displot() function with seaborn which is not available.
What is AttributeError in Python?
When an attribute reference or assignment fails, the Python AttributeError exception is thrown. When an attribute reference attempt is made on a value that does not support the attribute, this can happen.
What is an Attribute in Python?
Any variable that is bound in a class is a class attribute. Any function defined within a class is a method. Methods receive an instance of the class, conventionally called self, as the first argument.
What is the seaborn module?
Python’s Seaborn package allows you to create statistical visuals. It incorporates tightly with Pandas data structures and is built upon Matplotlib. You may examine and comprehend your data with Seaborn.
What is displot in seaborn?
The change in the data distribution is shown by a distribution plot or Distplot. The total distribution of continuous data variables is represented by a Seaborn Distplot. The distplot with several modifications is shown using the Seaborn module and the Matplotlib module.
Reasons for getting Attributeerror: module ‘seaborn’ has no attribute ‘displot’ error
There can be many possible reasons for getting this error. Some of the common reasons are listed below:
- Old version of Seaborn: The
displotfunction was introduced in Seaborn version 0.11.0. If you are using an older version of Seaborn, you won’t have access to the
displotfunction. You can upgrade to the latest version of Seaborn using pip:
pip install seaborn --upgrade.
- Misspelling: The error may be caused by a misspelling of the function name. Double-check that you spelled “displot” correctly and that it is in lowercase.
- Wrong import statement: Seaborn has a few different submodules, and the
displotfunction is part of the
- Namespace conflict: It’s possible that you have defined a variable or function in your code that has the same name as the
displotfunction. This can cause a conflict that prevents Seaborn from being able to access the
displotfunction. Try renaming your variables or functions to avoid naming conflicts.
- Installation issue: In rare cases, the error may be caused by an installation issue with Seaborn or one of its dependencies.
- Other errors: It’s possible that the error is caused by something else entirely, such as a typo or syntax error in your code. Double-check your code for any mistakes and try running it again.
In this short article, we learned how we can solve Attributeerror: module ‘seaborn’ has no attribute ‘displot’ error in Python. We disussed mainly three different methods to solve Attributeerror: module ‘seaborn’ has no attribute ‘displot’ error. Moreover, we discussed the reasons of getting this error:
- TypeError: ‘str’ object does not support item assignment
- ValueError: setting an array element with a sequence in Python