diff --git a/assesspy/load_data.py b/assesspy/load_data.py
index 9221323..dcca6c7 100644
--- a/assesspy/load_data.py
+++ b/assesspy/load_data.py
@@ -14,7 +14,7 @@ def ccao_sample() -> pd.DataFrame:
 
         ============================== ============================================
         **estimate** (`float`)         Fair market value predicted by CCAO
-                                         assessment models, after any successful appeals
+                                       assessment models, after any successful appeals
         **sale_price** (`float`)       Recorded sale price of this property
         **township_name** (`object`)   Name of the township containing the property
         ============================== ============================================
diff --git a/docs/source/index.rst b/docs/source/index.rst
index fc0eecf..e94ccc1 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -34,10 +34,10 @@ this package helpful in monitoring the performance of local assessors
 and conducting research.
 
 For detailed documentation on included functions and data, :doc:`visit the
-full reference list <reference>`_.
+full reference list <reference>`.
 
 For examples of specific tasks you can complete with ``assesspy``
-functions, see the :doc:`vignettes page <vignettes>`_.
+functions, see the :doc:`vignettes page <vignettes>`.
 
 Installation
 ------------
diff --git a/docs/source/notebooks/example-ratio-study.ipynb b/docs/source/notebooks/example-ratio-study.ipynb
index 4ca72b0..de5c7ef 100644
--- a/docs/source/notebooks/example-ratio-study.ipynb
+++ b/docs/source/notebooks/example-ratio-study.ipynb
@@ -907,9 +907,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "assesspy",
+   "display_name": "python3",
    "language": "python",
-   "name": "assesspy"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {