diff --git a/README.md b/README.md
index e690161..28c70da 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,27 @@
-Template DataForGood
+Pinkbombs
 ================
 
-<!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->
-
-This file will become your README and also the index of your
-documentation.
+This repository contains the pyhton code needed to generate the figure for the [Pinkbombs website](https://www.pinkbombs.org).
 
 # Contributing
 
+## Use Poetry
+
+[Install Poetry](https://python-poetry.org/docs/):
+
+    python3 -m pip install "poetry==1.4.0"
+
+Install dependencies:
+
+    poetry install
+
+Add a dependency:
+
+    poetry add pandas
+
+Update dependencies:
+
+    poetry update
 
 ## Use a venv 
 
@@ -15,45 +29,78 @@ documentation.
 
     source name-of-your-venv/bin/activate
 
+## To launch pre-commits locally
 
-## Utiliser Poetry
+[Install precommit](https://pre-commit.com/)
 
-[Installer Poetry](https://python-poetry.org/docs/):
+    pre-commit run --all-files 
+ 
+## Test the code with Tox
 
-    python3 -m pip install "poetry==1.4.0"
+    tox -vv
 
-Installer les dépendances:
+# How to
+## Generate the graphs and maps
+Activate your virtual environment:
 
-    poetry install
+    source name-of-your-venv/bin/activate
 
-Ajouter une dépendance:
+Run the generation script:
 
-    poetry add pandas
+    python pinkbombs/generate.py
 
-Mettre à jour les dépendances:
+The graphs and maps will be added to the `data` directory. They are separated by type (`graphs`and `maps`) and by language (`fr`and `en`):
+    
+    data
+    ├── graphs
+    │   ├── en
+    │   └── fr
+    └── maps
+        ├── en
+        └── fr
 
-    poetry update
+Copy these to the [Pinkbombs webapp reppository](https://github.com/dataforgoodfr/12_pinkbombs_app) in the `public/dashboard/` directory.
 
-## Utiliser Jupyter Notebook
+**NOTE**: This is a temporary feature, when the images are moved to S3, a workflow will do this automatically upon merge.
 
-    jupyter notebook
+## Adding a new visualization
+To add a new graph or map, add a function that generates the visualization in the `pinkbombs/graphs/viz.py` or `pinkbombs/graphs/maps_viz.py` files respectively.
 
-and check your browser !
+**The function NEEDS to return a Plotly Figure object for graphs or an html string for maps**
 
-## Lancer les precommit-hook localement
+Make sure that the function is the import in the  `__init__.py` file in the graphs directory:
 
-[Installer les precommit](https://pre-commit.com/)
+    from .viz import my_viz_function
+    from .maps_viz import my_map_viz_function
 
+The maps needs to the be added to the `config.py` file in order to have it automatically generated. Add the function to the correct section:
 
-    pre-commit run --all-files 
- 
+    MAPPING     -->     graphs/en
+    MAPPINGFR   -->     graphs/fr
+    MAPS        -->     maps/en
+    MAPSFR      -->     maps/fr
 
-## Utiliser Tox pour tester votre code
+__Be sure to add to both the french and english section.__
 
-    tox -vv
+The function needs to be added in the following dictionary entry format:
+
+    "visualisation-id": {
+        "filename": "source-data.csv",
+        "function": pb.my_viz_function,
+        "parser": pd.read_csv, # or pd.read_excel for example
+        "arguments": [ # add all the arguments in an ordered list
+            "arg1",
+            "arg2",
+            "arg3",
+            True,
+            0
+        ],
+    },
+
+Do not skip any argument to the function as these need to be in the correct order.
 
-## Python scripts for testing locally (outside API)
-To run the plotly graphs and the folium map locally and generate html files, you can use the script:
+## Python scripts for testing your visualizations
+To run the plotly graphs locally and generate html files you can view in your browser, you can use the script:
 
     python3 pinkbombs/graphs/test_graphs.py