diff --git a/scodoc.py b/scodoc.py
index 3204c766..c93e9f2f 100755
--- a/scodoc.py
+++ b/scodoc.py
@@ -45,35 +45,39 @@ def make_shell_context():
     from app.scodoc import sco_utils as scu
     from flask_login import login_user, logout_user, current_user
     import app as mapp  # le package app
+    import numpy as np
+    import pandas as pd
 
     return {
-        "db": db,
-        "User": User,
-        "Role": Role,
-        "UserRole": UserRole,
-        "Permission": Permission,
-        "notes": notes,
-        "scolar": scolar,
-        "ndb": ndb,
-        "scu": scu,
-        "pp": pp,
-        "flask": flask,
+        "ctx": app.test_request_context(),
         "current_app": flask.current_app,
         "current_user": current_user,
-        "login_user": login_user,
-        "logout_user": logout_user,
-        "ctx": app.test_request_context(),
-        "mapp": mapp,
-        "models": models,
+        "db": db,
         "Evaluation": Evaluation,
+        "flask": flask,
         "Formation": Formation,
         "FormSemestre": FormSemestre,
         "FormsemestreInscription": FormsemestreInscription,
         "Identite": Identite,
+        "login_user": login_user,
+        "logout_user": logout_user,
+        "mapp": mapp,
+        "models": models,
         "Module": Module,
         "ModuleImpl": ModuleImpl,
         "ModuleImplInscription": ModuleImplInscription,
+        "ndb": ndb,
+        "notes": notes,
+        "np": np,
+        "pd": pd,
+        "Permission": Permission,
+        "pp": pp,
+        "Role": Role,
+        "scolar": scolar,
+        "scu": scu,
         "UniteEns": UniteEns,
+        "User": User,
+        "UserRole": UserRole,
     }