diff --git a/__pycache__/fonction.cpython-312.pyc b/__pycache__/fonction.cpython-312.pyc
index d2f50f8..b8afca2 100644
Binary files a/__pycache__/fonction.cpython-312.pyc and b/__pycache__/fonction.cpython-312.pyc differ
diff --git a/fonction.py b/fonction.py
index 996dbed..f6ee348 100644
--- a/fonction.py
+++ b/fonction.py
@@ -10,6 +10,8 @@ def generateModele(dataJson):
     arrayBpm = []
     arrayStartTime = []
     arrayTimeOfActivity = []
+    arrayVitesse = []
+    arrayDistance = []
 
     for data in dataJson:
         
@@ -17,6 +19,8 @@ def generateModele(dataJson):
 
       arrayBpm.append(int(info["bpmAvg"]))
       arrayTimeOfActivity.append(float(info["timeOfActivity"]))
+      arrayVitesse.append(float(info["vitesseAvg"]))
+      arrayDistance.append(float(info["distance"]))
 
       # Convertir la chaîne en objet datetime
       dt_object = datetime.strptime(info["startTime"], "%Y-%m-%dT%H:%M:%S.%f")
@@ -26,7 +30,9 @@ def generateModele(dataJson):
     # -- DataFrame 
     data = pd.DataFrame({
         "Bpm": arrayBpm,
-        "TimeOfActivity": arrayTimeOfActivity
+        "TimeOfActivity": arrayTimeOfActivity,
+        "Vitesse" : arrayVitesse,
+        "Distance" : arrayDistance
     })
     # -- Régression linéaire 
     model = LinearRegression()
diff --git a/testFinal.py b/testFinal.py
index d8b5658..2d535fc 100755
--- a/testFinal.py
+++ b/testFinal.py
@@ -5,7 +5,6 @@ import pandas as pd
 import numpy as np
 import logging
 import json
-from datetime import datetime
 from fonction import getUserWithData,generateJsonModel,generateModele,sendJsonToApi
 
 
@@ -53,7 +52,8 @@ for user in dataUser:
       jsonTmp["uuid"] = userUUID
       jsonTmp["category"] = category["name"]
       jsonTmp["model"] = json.dumps(generateJsonModel(model))
-
+      print(json.dumps(generateJsonModel(model)))
+      
       sendJsonToApi(urlGetAllData,json.dumps(jsonTmp))
   i+=1
   logging.error("User nb "+str(i)+" finis")