diff --git a/Dockerfile b/Dockerfile
index 9d54099..6c982d3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -12,7 +12,8 @@ RUN apt-get install -y \
     libffi-dev \ 
     python3-dev \
     python3-pip \
-    curl
+    curl \
+    gcc
 
 # Change Aliases
 RUN cd "$(dirname $(which python3))" \
diff --git a/README.md b/README.md
index 136347b..9772d7e 100644
--- a/README.md
+++ b/README.md
@@ -16,6 +16,15 @@ Make sure to wait at least 30 seconds before launching any service !
 
 
 # Development
-1. After making your changes, run `docker-compose build -f dev-docker-compose.yml`
+1. After making your changes, run `docker-compose -f dev-docker-compose.yml build`
 
-*(N.B. : the build process may be long, due to the build of jupyterlab after installing extensions)*
+
+
+# Commande pour executer un notebook rapidement terminal jupyterlab
+`docker exec jupyterlab bash /scripts/run_notebook.sh /home/notebooks/Data_SIMA/P.O.C/immats_03_21.ipynb`
+
+`docker exec jupyterlab bash /scripts/run_notebook.sh /home/notebooks/Data_SIMA/P.O.C/immats_2018.ipynb`
+
+`docker exec jupyterlab bash /scripts/run_notebook.sh /home/notebooks/Data_SIMA/P.O.C/immats_2019.ipynb`
+
+`docker exec jupyterlab bash /scripts/run_notebook.sh /home/notebooks/Data_SIMA/P.O.C/immats_2020.ipynb`
\ No newline at end of file
diff --git a/datafuel.docker-compose.yml b/datafuel.docker-compose.yml
deleted file mode 100644
index ddd3446..0000000
--- a/datafuel.docker-compose.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-version: '3'
-
-services: 
-    jupyterlab:
-        image: datafuel/jupyterlab
-        environment:
-            - TOKEN=$TOKEN
-        command: "jupyter lab --ip=0.0.0.0 --port=8888 --allow-root --NotebookApp.token=$TOKEN"
-        volumes: 
-            - ./notebooks:/home/notebooks
-        ports:
-            - 8888:8888
-
-networks: 
-    default: 
-        external: 
-            name: datafuel-local-network
-     
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index 3cbc4b9..74eda1c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,10 +3,18 @@ version: '3'
 services: 
     jupyterlab:
         image: datafuel/jupyterlab
+        container_name: jupyterlab
         environment:
             - TOKEN=$TOKEN
         command: "jupyter lab --ip=0.0.0.0 --port=8888 --allow-root --NotebookApp.token=$TOKEN"
         volumes: 
             - ./notebooks:/home/notebooks
+            - ./scripts:/scripts
         ports:
-            - 8888:8888
\ No newline at end of file
+            - 8888:8888
+
+networks: 
+    default: 
+        external: 
+            name: datafuel-local-network
+     
\ No newline at end of file
diff --git a/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb
deleted file mode 100644
index 7fec515..0000000
--- a/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb
+++ /dev/null
@@ -1,6 +0,0 @@
-{
- "cells": [],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/notebooks/Untitled.ipynb b/notebooks/Untitled.ipynb
deleted file mode 100644
index e1c80b5..0000000
--- a/notebooks/Untitled.ipynb
+++ /dev/null
@@ -1,32 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.2"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/requirements.txt b/requirements.txt
index 88fac3b..eb35611 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,4 +3,8 @@ requests
 Scrapy
 jupyterlab
 ipydeps
-xeus-python
\ No newline at end of file
+xeus-python
+xlrd
+openpyxl
+SQLAlchemy
+psycopg2-binary
\ No newline at end of file
diff --git a/scripts/run_notebook.sh b/scripts/run_notebook.sh
new file mode 100755
index 0000000..7603bf5
--- /dev/null
+++ b/scripts/run_notebook.sh
@@ -0,0 +1,2 @@
+NOTEBOOK=$1
+jupyter nbconvert --to notebook --execute $NOTEBOOK
\ No newline at end of file