diff --git a/data_analysis/data_analysis.ipynb b/data_analysis/data_analysis.ipynb
deleted file mode 100644
index 6c876aa..0000000
--- a/data_analysis/data_analysis.ipynb
+++ /dev/null
@@ -1,41 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Data Analysis"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Pieter Leon van den Berg\n",
-    "\n",
-    "22684166\n",
-    "\n",
-    "2022\n",
-    "\n",
-    "Supervisor: Dr Cripwell"
-   ]
-  }
- ],
- "metadata": {
-  "interpreter": {
-   "hash": "501cc6e43ac4bf4b593e4371622d211abc9f23225ca3af1f6d03f3a71591c754"
-  },
-  "kernelspec": {
-   "display_name": "Python 3.9.7 ('.venv': venv)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "name": "python",
-   "version": "3.9.7"
-  },
-  "orig_nbformat": 4
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 6b6e76b..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,76 +0,0 @@
-anyio==3.5.0
-argon2-cffi==21.3.0
-argon2-cffi-bindings==21.2.0
-asttokens==2.0.5
-attrs==21.4.0
-Babel==2.9.1
-backcall==0.2.0
-black==22.1.0
-bleach==4.1.0
-certifi==2021.10.8
-cffi==1.15.0
-charset-normalizer==2.0.12
-click==8.0.4
-colorama==0.4.4
-debugpy==1.5.1
-decorator==5.1.1
-defusedxml==0.7.1
-entrypoints==0.4
-executing==0.8.2
-idna==3.3
-ipykernel==6.9.1
-ipython==8.0.1
-ipython-genutils==0.2.0
-jedi==0.18.1
-Jinja2==3.0.3
-json5==0.9.6
-jsonschema==4.4.0
-jupyter-client==7.1.2
-jupyter-core==4.9.2
-jupyter-server==1.13.5
-jupyterlab==3.2.9
-jupyterlab-pygments==0.1.2
-jupyterlab-server==2.10.3
-MarkupSafe==2.1.0
-matplotlib-inline==0.1.3
-mistune==0.8.4
-mypy-extensions==0.4.3
-nbclassic==0.3.5
-nbclient==0.5.11
-nbconvert==6.4.2
-nbformat==5.1.3
-nest-asyncio==1.5.4
-notebook==6.4.8
-packaging==21.3
-pandocfilters==1.5.0
-parso==0.8.3
-pathspec==0.9.0
-pickleshare==0.7.5
-platformdirs==2.5.1
-prometheus-client==0.13.1
-prompt-toolkit==3.0.28
-pure-eval==0.2.2
-pycparser==2.21
-Pygments==2.11.2
-pyparsing==3.0.7
-pyrsistent==0.18.1
-python-dateutil==2.8.2
-pytz==2021.3
-pywin32==303
-pywinpty==1.1.6
-pyzmq==22.3.0
-requests==2.27.1
-Send2Trash==1.8.0
-six==1.16.0
-sniffio==1.2.0
-stack-data==0.2.0
-terminado==0.13.1
-testpath==0.6.0
-tomli==2.0.1
-tornado==6.1
-traitlets==5.1.1
-typing_extensions==4.1.1
-urllib3==1.26.8
-wcwidth==0.2.5
-webencodings==0.5.1
-websocket-client==1.2.3