diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..9ca7f3d8ae63bdab1c2e790cbf1a4fefd029e430
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,28 @@
+image: 'tmaier/docker-compose:latest'
+variables:
+    PYTHON_BASE_IMAGE: 'python:3.8.4-slim'
+
+stages:
+    - test
+    - build
+
+pytest:
+    image: $PYTHON_BASE_IMAGE
+    stage: test
+    script:
+        - 'python -m pip install --upgrade pip'
+        - 'python -m pip install -r requirements.txt'
+        - 'python -m pip install pytest'
+        - 'python -m pytest test'
+
+extract_data:
+    image: $PYTHON_BASE_IMAGE
+    stage: build
+    script:
+        - 'python -m pip install --upgrade pip'
+        - 'python -m pip install -r requirements.txt'
+        - 'python -m pip install ipython'
+        - 'ipython travelogues_extraction/script/script.py'
+    artifacts:
+        paths:
+            - 'travelogues_extraction/script/output/'
diff --git a/requirements.txt b/requirements.txt
index 4ecb19fd7c9889e096f8ffff957f0472f357e6f6..4f064d3c26ee64130ba1a7bfef24134da85048fb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -71,3 +71,4 @@ webencodings==0.5.1
 widgetsnbextension==3.5.1
 xlrd==1.2.0
 zipp==3.1.0
+openpyxl==3.0.4
\ No newline at end of file
diff --git a/travelogues_extraction/script/output/.gitkeep b/travelogues_extraction/script/output/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391