diff --git a/dabest/misc_tools.py b/dabest/misc_tools.py
index f1adc6a2..512362a8 100644
--- a/dabest/misc_tools.py
+++ b/dabest/misc_tools.py
@@ -75,6 +75,14 @@ def get_varname(obj):
     return ""
 
 def get_params(effectsize_df, plot_kwargs):
+    """
+    Parameters
+    ----------
+    effectsize_df : object (Dataframe)
+        A `dabest` EffectSizeDataFrame object.
+    plot_kwargs : dict
+        Kwargs passed to the plot function.
+    """
     face_color = plot_kwargs["face_color"]
 
     if plot_kwargs["face_color"] is None:
@@ -122,11 +130,20 @@ def get_params(effectsize_df, plot_kwargs):
         show_pairs = False
     else:
         show_pairs = plot_kwargs["show_pairs"]
+        
 
     return (face_color, dabest_obj, plot_data, xvar, yvar, is_paired, effect_size, proportional, all_plot_groups, idx, 
             show_delta2, show_mini_meta, float_contrast, show_pairs, effect_size_type)
 
 def get_kwargs(plot_kwargs, ytick_color):
+    """
+    Parameters
+    ----------
+    plot_kwargs : dict
+        Kwargs passed to the plot function.
+    ytick_color : str
+        Color of the yticks.
+    """
     from .misc_tools import merge_two_dicts
 
     # Swarmplot kwargs
diff --git a/nbs/API/misc_tools.ipynb b/nbs/API/misc_tools.ipynb
index d4eb386c..06a79162 100644
--- a/nbs/API/misc_tools.ipynb
+++ b/nbs/API/misc_tools.ipynb
@@ -132,6 +132,14 @@
     "    return \"\"\n",
     "\n",
     "def get_params(effectsize_df, plot_kwargs):\n",
+    "    \"\"\"\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    effectsize_df : object (Dataframe)\n",
+    "        A `dabest` EffectSizeDataFrame object.\n",
+    "    plot_kwargs : dict\n",
+    "        Kwargs passed to the plot function.\n",
+    "    \"\"\"\n",
     "    face_color = plot_kwargs[\"face_color\"]\n",
     "\n",
     "    if plot_kwargs[\"face_color\"] is None:\n",
@@ -179,11 +187,20 @@
     "        show_pairs = False\n",
     "    else:\n",
     "        show_pairs = plot_kwargs[\"show_pairs\"]\n",
+    "        \n",
     "\n",
     "    return (face_color, dabest_obj, plot_data, xvar, yvar, is_paired, effect_size, proportional, all_plot_groups, idx, \n",
     "            show_delta2, show_mini_meta, float_contrast, show_pairs, effect_size_type)\n",
     "\n",
     "def get_kwargs(plot_kwargs, ytick_color):\n",
+    "    \"\"\"\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    plot_kwargs : dict\n",
+    "        Kwargs passed to the plot function.\n",
+    "    ytick_color : str\n",
+    "        Color of the yticks.\n",
+    "    \"\"\"\n",
     "    from .misc_tools import merge_two_dicts\n",
     "\n",
     "    # Swarmplot kwargs\n",