diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..465b1b6
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,2 @@
+data/*
+Dockerfile
\ No newline at end of file
diff --git a/DOCKER.md b/DOCKER.md
new file mode 100644
index 0000000..b794389
--- /dev/null
+++ b/DOCKER.md
@@ -0,0 +1,43 @@
+
+## Docker Setup
+
+We also provide a Dockerfile to run MorphQ in a Docker container.
+
+1. To build the Docker image, run the following command:
+```bash
+docker build -t morphq .
+```
+
+1. To run the Docker container, run the following command:
+```bash
+docker run -it --rm -p 8888:8888 morphq
+```
+
+
+### LEVEL 1: Reproduce the Paper Figures
+
+1. To run the run the notebook in the Docker container, run the following command:
+```bash
+jupyter notebook --allow-root --no-browser --ip=0.0.0.0 --port=8888
+```
+1. Then open the link that is printed in the terminal in your browser. Note that the link will look something like this: `http://127.0.0.1:8888/?token=6819f647f19859d9e92013a41f52f49d6ffed633e7b68657`.
+1. Open the `notebooks/RQs_Reproduce_Analysis_Results_Level_1.ipynb` notebook.
+1. Run the notebook top-to-bottom.
+1. Congratulations! You reproduced all the paper figures based on our experimental data.
+
+
+### LEVEL 2: Run MorphQ For a New Testing Campaign
+
+1. Generate a new configuration file with the following command:
+    ```bash
+    python3 -m lib.generate_new_config --version 01
+    ```
+1. Select `morphq_demo.yaml` as the base configuration file.
+1. Run the following command to run MorphQ with the new configuration:
+    ```bash
+    python3 -m lib.qmt config/qmt_v01.yaml
+    ```
+1. Congratulations! You successfully run MorphQ.
+
+Note that your newly generated data will be transient in this Docker, thus if you are interested in accessing them you either need to mount a volume or copy the data folder with `docker cp`.
+
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..9016941
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,75 @@
+FROM ubuntu:22.04
+
+WORKDIR /root/
+
+# Install OS dependencies
+# Many of these are for blender, where we got the full list from:
+#   https://wiki.blender.org/wiki/Building_Blender/Linux/Ubuntu
+RUN apt-get update && \
+    apt-get install -y \
+         wget \
+         xz-utils \
+         build-essential \
+         git subversion \
+         cmake \
+         libx11-dev \
+         libxxf86vm-dev \
+         libxcursor-dev \
+         libxi-dev \
+         libxrandr-dev \
+         libxinerama-dev \
+         libegl-dev && \
+    apt-get clean
+
+
+
+# Download and install Anaconda
+RUN wget https://repo.anaconda.com/archive/Anaconda3-2022.10-Linux-x86_64.sh -O Anaconda3-2022.10-Linux-x86_64.sh
+RUN bash Anaconda3-2022.10-Linux-x86_64.sh -b
+RUN rm Anaconda3-2022.10-Linux-x86_64.sh
+
+ENV PATH=/root/anaconda3/bin:$PATH
+
+# Install unzip
+RUN apt-get install unzip
+
+# Move to the opt directory
+WORKDIR /opt/
+
+# Download the environment.yml file
+RUN wget https://raw.githubusercontent.com/sola-st/MorphQ-Quantum-Qiskit-Testing-ICSE-23/main/environment.yml
+
+# Install Python dependencies
+RUN conda env create -f environment.yml
+
+# Initialize the bash
+RUN conda init bash
+
+# Create data directory
+RUN mkdir data
+
+# Download Data
+RUN wget -O data/figshare_data --no-check-certificate https://ndownloader.figshare.com/files/38923367/2
+
+# Unzip Data
+RUN unzip data/figshare_data -d data/
+RUN mv data/morphq_evaluation_compressed/qmt_v52 data/qmt_v52
+RUN mv data/morphq_evaluation_compressed/qmt_v53 data/qmt_v53
+
+
+# Initialize the sh
+RUN conda init bash
+# activate MorphQ environment
+RUN /bin/bash -c conda activate MorphQ
+
+# Copy MorphQ files
+COPY . /opt/
+
+SHELL ["/bin/bash","-c"]
+RUN conda init
+RUN echo 'conda activate MorphQ' >> ~/.bashrc
+
+# Run the container and open jupyter notebook
+EXPOSE 8888
+# start bash
+CMD ["/bin/bash"]
\ No newline at end of file
diff --git a/README.md b/README.md
index 5b9926d..f9d744d 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,8 @@ You can run MorphQ with two objectives:
 1. Check that your setup meets the [REQUIREMENTS.md](REQUIREMENTS.md).
 2. Follow the installation instructions in [INSTALL.md](INSTALL.md).
 
+Note: if you are more familiar with docker or you are having trouble with the installation on your system, you can also build a docker image based on Ubuntu.
+We provide a [Dockerfile](Dockerfile) which will configure an Ubuntu container containing all you need to run MorphQ. See [DOCKER.md](DOCKER.md) for instructions. We recommend reading this README first and then the docker instructions.
 
 # Reproduce the Paper Figures (Level 1)