diff --git a/docs/source/index.rst b/docs/source/index.rst
index c3d98d2..89ffaeb 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -46,6 +46,8 @@ The documentation features various notebooks that demonstrate the usage and inve
    notebooks/Ex3_Pipeline_with_larger_example_dataset.ipynb
    notebooks/Investigation_doublepeak_separation.ipynb
    notebooks/Investigation_noise_sigma.ipynb
+   notebooks/Processing_test_1_raw_data.ipynb
+   notebooks/Create_validation_plot_from_raw_data.ipynb
 
 
 API Reference
diff --git a/docs/source/notebooks/Create validation plot from raw data.ipynb b/docs/source/notebooks/Create_validation_plot_from_raw_data.ipynb
similarity index 100%
rename from docs/source/notebooks/Create validation plot from raw data.ipynb
rename to docs/source/notebooks/Create_validation_plot_from_raw_data.ipynb
diff --git a/docs/source/notebooks/Processing test 1 raw data.ipynb b/docs/source/notebooks/Processing_test_1_raw_data.ipynb
similarity index 100%
rename from docs/source/notebooks/Processing test 1 raw data.ipynb
rename to docs/source/notebooks/Processing_test_1_raw_data.ipynb