diff --git a/SOIL Tutorial.ipynb b/SOIL Tutorial.ipynb
index 665fcfa..f6b8671 100644
--- a/SOIL Tutorial.ipynb	
+++ b/SOIL Tutorial.ipynb	
@@ -179,14 +179,14 @@
    ],
    "source": [
     "for x in range(0, settings.number_of_nodes):\n",
-    "    for empresa in models.networkStatus[\"agente_%s\"%x]:\n",
+    "    for enterprise in models.networkStatus[\"agent_%s\"%x]:\n",
     "        emotionStatusAux=[]\n",
-    "        for tiempo in models.networkStatus[\"agente_%s\"%x][empresa]:\n",
+    "        for time in models.networkStatus[\"agent_%s\"%x][enterprise]:\n",
     "            prec = 2\n",
-    "            output = math.floor(models.networkStatus[\"agente_%s\"%x][empresa][tiempo] * (10 ** prec)) / (10 ** prec) #Para tener 2 decimales solo\n",
-    "            emotionStatusAux.append((output,tiempo,None))\n",
+    "            output = math.floor(models.networkStatus[\"agent_%s\"%x][enterprise][time] * (10 ** prec)) / (10 ** prec) #Para tener 2 decimales solo\n",
+    "            emotionStatusAux.append((output,time,None))\n",
     "        attributes = {}\n",
-    "        attributes[empresa] = emotionStatusAux\n",
+    "        attributes[enterprise] = emotionStatusAux\n",
     "        G.add_node(x, attributes)\n",
     "\n",
     "\n",
@@ -221,31 +221,31 @@
     "\n",
     "attribute_plot = 'status'\n",
     "for time in range(0, settings.max_time):\n",
-    "    value_infectados = 0\n",
+    "    value_infected = 0\n",
     "    value_neutral = 0\n",
     "    value_cured = 0\n",
     "    value_vaccinated = 0\n",
     "    real_time = time * settings.timeout\n",
     "    activity= False\n",
     "    for x in range(0, settings.number_of_nodes):\n",
-    "        if attribute_plot in models.networkStatus[\"agente_%s\" % x]:\n",
-    "            if real_time in models.networkStatus[\"agente_%s\" % x][attribute_plot]:\n",
-    "                if models.networkStatus[\"agente_%s\" % x][attribute_plot][real_time] == 1: ##Representar infectados\n",
-    "                    value_infectados += 1\n",
+    "        if attribute_plot in models.networkStatus[\"agent_%s\" % x]:\n",
+    "            if real_time in models.networkStatus[\"agent_%s\" % x][attribute_plot]:\n",
+    "                if models.networkStatus[\"agent_%s\" % x][attribute_plot][real_time] == 1: ##Represent infected\n",
+    "                    value_infected += 1\n",
     "                    activity = True\n",
-    "                if models.networkStatus[\"agente_%s\" % x][attribute_plot][real_time] == 0:  ##Representar neutrales\n",
+    "                if models.networkStatus[\"agent_%s\" % x][attribute_plot][real_time] == 0:  ##Represent neutrals\n",
     "                    value_neutral += 1\n",
     "                    activity = True\n",
-    "                if models.networkStatus[\"agente_%s\" % x][attribute_plot][real_time] == 2:  ##Representar cured\n",
+    "                if models.networkStatus[\"agent_%s\" % x][attribute_plot][real_time] == 2:  ##Represent cured\n",
     "                    value_cured += 1\n",
     "                    activity = True\n",
-    "                if models.networkStatus[\"agente_%s\" % x][attribute_plot][real_time] == 3:  ##Representar vaccinated\n",
+    "                if models.networkStatus[\"agent_%s\" % x][attribute_plot][real_time] == 3:  ##Represent vaccinated\n",
     "                    value_vaccinated += 1\n",
     "                    activity = True\n",
     "\n",
     "    if activity:\n",
     "        x_values.append(real_time)\n",
-    "        infected_values.append(value_infectados)\n",
+    "        infected_values.append(value_infected)\n",
     "        neutral_values.append(value_neutral)\n",
     "        cured_values.append(value_cured)\n",
     "        vaccinated_values.append(value_vaccinated)\n",
@@ -353,7 +353,7 @@
     "            yield self.env.timeout(settings.timeout)\n",
     "\n",
     "    def step(self, now):\n",
-    "        networkStatus['agente_%s'% self.id] = self.a_json()\n",
+    "        networkStatus['agent_%s'% self.id] = self.a_json()\n",
     "\n",
     "    def a_json(self):\n",
     "        final = {}\n",