diff --git a/ENTREGA.html b/ENTREGA.html
index 7c73763e9eee47c3a4b40a3131387d771aeb08c1..ed5dd769ebcbf35dff25749cd15e4b143227a6e0 100644
--- a/ENTREGA.html
+++ b/ENTREGA.html
@@ -14325,12 +14325,14 @@ a.anchor-link {
 <span class="n">ax</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticks_position</span><span class="p">(</span><span class="s1">&#39;bottom&#39;</span><span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="n">temp</span><span class="o">.</span><span class="n">max</span><span class="p">()</span><span class="o">*</span><span class="mf">1.1</span><span class="p">,</span><span class="n">temp</span><span class="o">.</span><span class="n">min</span><span class="p">()</span><span class="o">*</span><span class="mf">0.7</span><span class="p">)</span> 
 <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="n">bottom</span><span class="o">=</span><span class="n">lum</span><span class="o">.</span><span class="n">min</span><span class="p">()</span><span class="o">*</span><span class="mf">0.3</span><span class="p">,</span><span class="n">top</span><span class="o">=</span><span class="n">lum</span><span class="o">.</span><span class="n">max</span><span class="p">()</span><span class="o">*</span><span class="mi">9</span>  <span class="p">)</span> 
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Luminosity ($L_</span><span class="si">{sum}</span><span class="s1">$)&#39;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Temperature ($K$)&#39;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">)</span>
 <span class="c1">#plt.xlim(temp.max()*1.1,temp.min()*0.7)#, plt.xticks([])</span>
 <span class="c1">#plt.ylim(lum.min()*0.3,lum.max()*9)#, plt.yticks([])</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">6500</span><span class="p">,</span><span class="mf">5E-4</span><span class="p">,</span><span class="s1">&#39;DWARFS&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">11000</span><span class="p">,</span><span class="mi">65000</span> <span class="p">,</span><span class="s1">&#39;Blues gigant&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">10400</span><span class="p">,</span><span class="mi">145000</span> <span class="p">,</span><span class="s1">&#39;Blue giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">6000</span><span class="p">,</span><span class="mi">25000</span><span class="p">,</span><span class="s1">&#39;Super red giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">5900</span><span class="p">,</span><span class="mi">500</span><span class="p">,</span><span class="s1">&#39;red giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">5600</span><span class="p">,</span><span class="mi">200</span><span class="p">,</span><span class="s1">&#39;Red giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">12000</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="s1">&#39;Main sequence&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">7200</span><span class="p">,</span><span class="mf">0.15</span><span class="p">,</span><span class="s1">&#39;Main sequence&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 
@@ -14362,7 +14364,7 @@ a.anchor-link {
 
 
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
 "
 >
 </div>
@@ -14429,7 +14431,7 @@ a.anchor-link {
 <span class="c1">#plt.xlim(temp.max()*1.1,temp.min()*0.7)#, plt.xticks([])</span>
 <span class="c1">#plt.ylim(lum.min()*0.3,lum.max()*9)#, plt.yticks([])</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">6500</span><span class="p">,</span><span class="mf">5E-4</span><span class="p">,</span><span class="s1">&#39;DWARFS&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
-<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">11000</span><span class="p">,</span><span class="mi">65000</span> <span class="p">,</span><span class="s1">&#39;Blues gigant&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">11000</span><span class="p">,</span><span class="mi">65000</span> <span class="p">,</span><span class="s1">&#39;Blue giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">6000</span><span class="p">,</span><span class="mi">25000</span><span class="p">,</span><span class="s1">&#39;Super red giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">5900</span><span class="p">,</span><span class="mi">500</span><span class="p">,</span><span class="s1">&#39;red giants&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
 <span class="n">ax</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">12000</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="s1">&#39;Main sequence&#39;</span><span class="p">,</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span>  <span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="s1">&#39;large&#39;</span><span class="p">,</span>  <span class="n">fontweight</span><span class="o">=</span><span class="mi">1000</span>  <span class="p">)</span>
@@ -14472,7 +14474,7 @@ a.anchor-link {
 
 
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
 "
 >
 </div>
diff --git a/prueba.gif b/prueba.gif
index 5d1d9207795aa4d0c4618e3eef4689fcfdebd18d..295641834e9c0b0f9f6527e6c824cbb947e82758 100644
Binary files a/prueba.gif and b/prueba.gif differ
diff --git a/solucion.ipynb b/solucion.ipynb
index b6281b25f0bead326b31deef6308d7efbc491a15..665777241fb350c5c10db569cb16ff980406f0d4 100644
--- a/solucion.ipynb
+++ b/solucion.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -40,12 +40,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 792x576 with 1 Axes>"
       ]
@@ -72,12 +72,14 @@
     "ax.xaxis.set_ticks_position('bottom')\n",
     "ax.set_xlim(temp.max()*1.1,temp.min()*0.7) \n",
     "ax.set_ylim(bottom=lum.min()*0.3,top=lum.max()*9  ) \n",
+    "plt.ylabel('Luminosity ($L_{sum}$)',fontsize='large')\n",
+    "plt.xlabel('Temperature ($K$)',fontsize='large')\n",
     "#plt.xlim(temp.max()*1.1,temp.min()*0.7)#, plt.xticks([])\n",
     "#plt.ylim(lum.min()*0.3,lum.max()*9)#, plt.yticks([])\n",
     "ax.text(6500,5E-4,'DWARFS',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
-    "ax.text(11000,65000 ,'Blues gigant',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
+    "ax.text(10400,145000 ,'Blue giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(6000,25000,'Super red giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
-    "ax.text(5900,500,'red giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
+    "ax.text(5600,200,'Red giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(12000,7,'Main sequence',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(7200,0.15,'Main sequence',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "\n",
@@ -101,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -122,7 +124,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
    "metadata": {
     "scrolled": true
    },
@@ -136,7 +138,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -167,7 +169,7 @@
     "#plt.xlim(temp.max()*1.1,temp.min()*0.7)#, plt.xticks([])\n",
     "#plt.ylim(lum.min()*0.3,lum.max()*9)#, plt.yticks([])\n",
     "ax.text(6500,5E-4,'DWARFS',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
-    "ax.text(11000,65000 ,'Blues gigant',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
+    "ax.text(11000,65000 ,'Blue giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(6000,25000,'Super red giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(5900,500,'red giants',c='Black'  ,fontsize='large',  fontweight=1000  )\n",
     "ax.text(12000,7,'Main sequence',c='Black'  ,fontsize='large',  fontweight=1000  )\n",