diff --git a/.github/workflows/pyspark.yml b/.github/workflows/pyspark.yml
index b7098bdc4..34c211e66 100644
--- a/.github/workflows/pyspark.yml
+++ b/.github/workflows/pyspark.yml
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-name: GraphAr Spark CI
+name: GraphAr PySpark CI
 
 on:
   # Trigger the workflow on push or pull request,
@@ -38,7 +38,8 @@ jobs:
 
     - name: Install Python
       uses: actions/setup-python@v4
-      python-version: 3.9
+      with:
+        python-version: 3.9
 
     - name: Install Poetry
       uses: abatilo/actions-poetry@v2
diff --git a/pyspark/README.md b/pyspark/README.md
index 4ad085408..f909262b2 100644
--- a/pyspark/README.md
+++ b/pyspark/README.md
@@ -22,7 +22,7 @@ This directory contains the code and build system for the GraphAr PySpark librar
 
 ## Introduction
 
-GraphAr PySpark project provides a PySpark API and utilities for working with GAR file format from PySpark. The prject has the only python dependency -- `pyspark` itself. Currently only `pysaprk~=3.2` is supported, but in the future the scope of supported versions will be extended.
+GraphAr PySpark project provides a PySpark API and utilities for working with GAR file format from PySpark. The project has the only python dependency -- `pyspark` itself. Currently only `pysaprk~=3.2` is supported, but in the future the scope of supported versions will be extended.
 
 ## Installation