diff --git a/ejercicio1.ipynb b/ejercicio1.ipynb
index eeb9011a889b3c1836a483c698c3e59b5333a69a..d01c1e84f87d4ffb1aa6260c0fde99066d2c017f 100644
--- a/ejercicio1.ipynb
+++ b/ejercicio1.ipynb
@@ -82,7 +82,9 @@
    "source": [
     "# Las columnas son Luminosidad, Temperatura, Radio\n",
     "# Las unidades de estas columnas son\n",
-    "# [Luminosidad]=Luminosidades Solares; [Temperatura]=Kelvin; [Radio]=Unidades Arbitrarias\n",
+    "# [Luminosidad]=Luminosidades Solares;\n",
+    "# [Temperatura]=Kelvin;\n",
+    "# [Radio]=Unidades Arbitrarias\n",
     "\n",
     "data_dwarfs=np.genfromtxt(\"./data/dwarfs.csv\",dtype=float,delimiter=',',skip_header=1)\n",
     "data_giants=np.genfromtxt(\"./data/giants.txt\",dtype=float,delimiter=' ',skip_header=1)\n",
@@ -116,12 +118,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 864x576 with 1 Axes>"
       ]
@@ -147,8 +149,8 @@
     "#plt.axis([temp.max(),temp.min(),10**(-5),10**(7)])\n",
     "axes.invert_xaxis()\n",
     "plt.yscale(\"log\")\n",
-    "plt.xlabel(\"Temperatura\",fontsize=20)\n",
-    "plt.ylabel(\"Luminosidad\",fontsize=20)\n",
+    "plt.xlabel(\"Temperatura (K)\",fontsize=20)\n",
+    "plt.ylabel(r\"Luminosidad ($L_{sun}$)\",fontsize=20)\n",
     "\n",
     "# Las anotaciones se pueden hacer de dos formas:\n",
     "# La primera es con plt.anotate('text',(x,y))\n",
@@ -157,8 +159,8 @@
     "# Definimos una variable para el tamaño de la letra en las anotaciones de \n",
     "# la grafica\n",
     "size_letra=15\n",
-    "# Las coordenadas donde se introducen los textos se ponen a ojo. \n",
     "\n",
+    "# Las coordenadas donde se introducen los textos se ponen a ojo. \n",
     "axes.annotate('Secuencia Principal',(7700,0.1),fontsize=size_letra)\n",
     "axes.annotate('Secuencia Principal',(11000,10),fontsize=size_letra)\n",
     "axes.annotate('Gigantes Rojas',(5000,990),fontsize=size_letra)\n",