diff --git a/examples/tutorials/compare_samplers.ipynb b/examples/tutorials/compare_samplers.ipynb
index 0164c470d619c45865204022cf82eb480fa8c5eb..569e4bd9f76e0b015d002f914cbabb36e891f993 100644
--- a/examples/tutorials/compare_samplers.ipynb
+++ b/examples/tutorials/compare_samplers.ipynb
@@ -40,7 +40,7 @@
     "phi_12=0,                            # azimuthal angle between primary and secondary spin (radians)\n",
     "phi_jl=0,                            # azimuthal angle between total angular momentum and orbital angular momentum (radians)\n",
     "luminosity_distance=100.,            # luminosity distance to source (Mpc)\n",
-    "theta_jn=0.4,                        # inclination angle between line of sight and orbital angular momentum (radians)\n",
+    "theta_jn=0.4,                        # angle between the total angular momentum (both spin and orbital) and the line of sight\n",
     "phase=1.3,                           # phase (radians)\n",
     "waveform_approximant='IMRPhenomPv2', # waveform approximant name\n",
     "reference_frequency=50.,             # gravitational waveform reference frequency (Hz)\n",
@@ -215,7 +215,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,