Seaborn FacetGrid lineplot: set specific line color in single subplot
When building small-multiples lineplot charts (or any chart type) using FacetGrid in Seaborn, how do you manually override the line color for a single and specific subplot in order to, say, highlight something and contrast it to the other subplots?
In Matplotlib, this is a relatively simple task, but I cannot find a way to access a specific facet and then customize the styles within it, leaving all others unchanged..
The following code generates a 2x2 chart with uniform styling across all the subplots:
tips = sns.load_dataset("tips")
tips = sns.load_dataset("tips")
g = sns.FacetGrid(tips, row="sex", col="smoker", margin_titles=True)
g.map(sns.lineplot, "total_bill", 'tip')
....if my goal is to increase the linewidth and change the color in the subplot in the first position, while maintaining the other subplots as they are, how would I achieve that?
You will have to access one of the axes created by FacetGrid, then access the artists that you want to customize, and change its properties.
tips = sns.load_dataset("tips")
g = sns.FacetGrid(tips, row="sex", col="smoker", margin_titles=True)
g.map(sns.lineplot, "total_bill", 'tip')
# customize first subplot
ax = g.facet_axis(0,0) # could also do ax=g.axes[0,0]
l = ax.get_lines()[0] # get the relevant Line2D object (in this case there is only one, but there could be more if using hues)
l.set_linewidth(3)
l.set_color('C1')
- Python venv not creating virtual environment
- how to create a venv with a different python version
- VS Code not picking up args list from launch.json
- Modify JSON data in Python 3
- What are the python builtin __exit__ argument types?
- How to convert string to bytes in Python 3
- How to install Python script on Windows?
- Efficient way to set up a persistent read-only dictionary with many keys but simple values
- One line python code to remove all the strings that doesn't start with T or t and if they contain number greater then 6
- Python and pip installation on Mac don't show version?
- Listing an array of strings into multiple columns vertically
- What are the caveats of inheriting from both str and Enum
- In Python, check if executed as root
- Could not find a version that satisfies the requirement tensorflow
- OpenAI API error: "No module named 'openai.embeddings_utils'; 'openai' is not a package"
- flake8: ignore F841 unused variable for variable name _ex
- Confused by for-loop to map conversion which produces different results
- csv.Error: iterator should return strings, not bytes
- How to delete a cookie in FastHTML?
- Prime factorization using list comprehension in Python
- Removing an element from a list based on a condition
- Installing black with pipx does not install the dependency aiohttp
- Is there a way to use asyncio.Queue in multiple threads?
- Pip error: Microsoft Visual C++ 14.0 is required
- Python 3: Opening A Magnet Link Contained In A Variable
- How can I exchange two elements in a python list?
- ModuleNotFoundError: No module named 'streamlit_extras' after installing with pip
- Python - regex to grab specific lines from text
- symbol not found in flat namespace '_bcp_batch'
- Python app crashed with "PyEval_RestoreThread: the function must be called with the GIL held, but the GIL is released"