seaborn histplot and displot output doesn’t match

  • As suggested by mwaskom in a comment, common_bins=False gets the histograms into the same shape, resolving the issues of ignoring bins and sharex, and the density in a faceted plot is scaled by the number of data points in each facet, not the number of facets.
  • The issue with density being split by the number of plots in displot is resolved by using common_norm=False

enter image description here

enter image description here

Plot Code

# displot
fg = sns.displot(data=dfl, x='vals', col="bill_size", kde=True, stat="density", bins=12, height=4,
                 facet_kws={'sharey': False, 'sharex': False}, common_bins=False, common_norm=False)

fg.fig.subplots_adjust(top=0.85)
fg.fig.suptitle('Displot with common_bins & common_norm as False')
plt.show()

# histplot
fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(8, 4))

sns.histplot(data=dfw.bill_length_mm, kde=True, stat="density", bins=12, ax=ax1)
sns.histplot(data=dfw.bill_depth_mm, kde=True, stat="density", bins=12, ax=ax2)

fig.subplots_adjust(top=0.85)
fig.suptitle('Histplot')

fig.tight_layout()
plt.show()

Related Contents:

  1. How to plot multiple Seaborn Jointplot in Subplot
  2. FutureWarning: elementwise comparison failed; returning scalar, but in the future will perform elementwise comparison
  3. Histogram Matplotlib
  4. Plot a histogram such that bar heights sum to 1 (probability)
  5. How to combine gridspec with plt.subplots() to eliminate space between rows of subplots
  6. Cannot install NumPy from a wheel format
  7. Neural network always predicts the same class
  8. Since matplotlib.finance has been deprecated, how can I use the new mpl_finance module?
  9. No outlines on bins of Matplotlib histograms or Seaborn distplots
  10. Ways to resolve an ‘invalid value encountered’ in matplotlib surface plot of sin(x)/x?
  11. When importing tensorflow, I get the following error: No module named ‘numpy.core._multiarray_umath’
  12. Show confidence limits and prediction limits in scatter plot
  13. Add Legend to Seaborn point plot
  14. Add numpy.get_include() argument to setuptools without preinstalled numpy
  15. Months as axis ticks
  16. 2D and 3D Scatter Histograms from arrays in Python
  17. Can’t install Matplotlib on Python 3.10 after its release (2021-10-05)
  18. Emulating deprecated seaborn distplots
  19. Debugging Numpy VisibleDeprecationWarning (ndarray from ragged nested sequences)
  20. How can I reconnect to the browser opened by webdriver with selenium?
  21. Jupyter notebook never finishes processing using multiprocessing (Python 3)
  22. How to manually create a legend
  23. How to put the legend outside the plot
  24. How to add hovering annotations to a plot
  25. Pygame window freezes when it opens
  26. Adding a background image to a plot
  27. Why does pyplot.contour() require Z to be a 2D array?
  28. Finding the nearest value and return the index of array in Python
  29. How to invert the x or y axis
  30. How can I attach a pyplot function to a figure instance?
  31. How can I make a barplot and a lineplot in the same seaborn plot with different Y axes nicely?
  32. Last unbuffered line can’t be read
  33. Clear PyCharm Run Window
  34. scipy curve_fit doesn’t like math module
  35. Seaborn Catplot set values over the bars
  36. Rotate label text in seaborn factorplot
  37. How to use Tor with Chrome browser through Selenium
  38. How to change figuresize using seaborn factorplot
  39. TypeError: POST data should be bytes or an iterable of bytes. It cannot be str
  40. How to overplot a line on a scatter plot in python?
  41. Python async: Waiting for stdin input while doing other stuff
  42. Annotate Time Series plot in Matplotlib
  43. Matplotlib Plot Lines with Colors Through Colormap
  44. TypeError: only integer scalar arrays can be converted to a scalar index with 1D numpy indices array
  45. Error when executing `jupyter notebook` (No such file or directory)
  46. converting a pandas date to week number
  47. How do I create a multiline plot using seaborn?
  48. Fit a gaussian function
  49. ImportError: libcublas.so.9.0: cannot open shared object file
  50. pandas scatter plotting datetime

Leave a Comment