fix typos

dianna/dashboard/pages/Tabular.py

@@ -80,15 +80,15 @@
         st.markdown(
         """
         This example demonstrates the use of DIANNA on a pre-trained classification
-        [model to classify penguin in to three different species](https://zenodo.org/records/10580743)
+        [model to classify penguins in to three different species](https://zenodo.org/records/10580743)
         based on a number of measurable physical characteristics.
         The model is trained on the
         [weather prediction dataset](https://zenodo.org/records/5071376). The data is obtained from
         the Python seaborn package
         The penguin characteristics include the bill length, bill depth, flipper length and body mass.
 
         DIANNA's visualisation shows the top most important characteristics contributing to the
-        penguin species classification, where characteristics contrinuting positively are indicated in red
+        penguin species classification, where characteristics contributing positively are indicated in red
         and those who contribute negatively in blue.
         """)
     else: