diff --git a/Dockerfile b/Dockerfile
index 392b2a6a57..2502af51f4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -58,7 +58,8 @@ RUN  --mount=type=cache,target=/root/.cache \
     cp -f ./docker/entrypoint.sh entrypoint.sh && \
     # Download NLTK data
     python3 -m nltk.downloader punkt && \
-    python3 -m nltk.downloader wordnet
+    python3 -m nltk.downloader wordnet && \
+    python3 -m nltk.downloader omw-1.4
 
 # Generate and Run Django migrations scripts, collectstatic app files
 RUN python3 /tram/src/tram/manage.py makemigrations tram && \
diff --git a/Makefile b/Makefile
index 0d763d5cde..3bdb9c538c 100644
--- a/Makefile
+++ b/Makefile
@@ -74,10 +74,15 @@ clean: ## Clean up pycache files
 	find . -name '__pycache__' -type d -delete
 
 .PHONY: clean-all
-clean-all: clean ## Clean up venv and tox if necessary, in addition to standard clean
+clean-all: clean-tox clean ## Clean up venv and tox if necessary, in addition to standard clean
 	find . \( -name ".tox" -o -name "$(VENV)" -o -name "*.egg-info"  \) -type d -prune -exec rm -rf {} +
 	find ./src -name '*.egg' -delete
 	rm -f coverage.xml
+	rm -rf data/media
+
+.PHONY: clean-tox
+clean-tox: # Clean up tox if necessary
+	find . -name ".tox" -type d -prune -exec rm -rf {} +
 
 .PHONY: venv-activate
 venv-activate: venv ## Activate venv
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 172f6a7a6c..c93dcac1e8 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -5,7 +5,7 @@ django-rest-framework==0.1.0
 django==3.2.11
 faker==6.5.0
 gunicorn==20.1.0
-nltk==3.6.5
+nltk==3.6.7
 pandas==1.2.3
 pdfplumber==0.5.27
 python-docx==0.8.10
diff --git a/tox.ini b/tox.ini
index 01d2413d65..58ed036e61 100644
--- a/tox.ini
+++ b/tox.ini
@@ -12,8 +12,9 @@ passenv = GITHUB_*
 [testenv:tram]
 description = Run Pytest
 commands =
-    python -c "import nltk; nltk.download('punkt')"
-    python -c "import nltk; nltk.download('wordnet')"
+    python3 -m nltk.downloader punkt
+    python3 -m nltk.downloader wordnet
+    python3 -m nltk.downloader omw-1.4
     pytest --cov=src/ --cov=src/tram --cov=src/tram/tram/ml --cov=src/tram/tram/management/commands --cov-report=xml
 
 [testenv:bandit]