Tasca_M10_T01.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a6c617fe",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "    <b>Librerias</b></div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d37e3c98",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "# ========================\n",
    "\n",
    "import requests\n",
    "# ==========================\n",
    "\n",
    "from bs4 import BeautifulSoup\n",
    "# ============================\n",
    "\n",
    "from selenium import webdriver\n",
    "from selenium.webdriver import Chrome\n",
    "from selenium.webdriver.common.by import By\n",
    "from selenium.webdriver.common.keys import Keys\n",
    "from selenium.webdriver.chrome.options import Options\n",
    "from selenium.webdriver.chrome.service import Service\n",
    "from webdriver_manager.chrome import ChromeDriverManager\n",
    "from selenium.common.exceptions import NoSuchElementException\n",
    "# =============================================\n",
    "\n",
    "from urllib.parse import urljoin\n",
    "# =================================\n",
    "\n",
    "import scrapy\n",
    "from scrapy.crawler import CrawlerProcess\n",
    "from scrapy.utils.project import get_project_settings\n",
    "# ===================\n",
    "\n",
    "import time\n",
    "import datetime\n",
    "# ====================\n",
    "\n",
    "from fpdf import FPDF\n",
    "# ========================\n",
    "\n",
    "import os\n",
    "# ============\n",
    "\n",
    "from docx import Document\n",
    "# ================================\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "932ec110",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\ASUSPC\\IT_academy\\Tasca_M10\n"
     ]
    }
   ],
   "source": [
    "#Entorno de trabajo\n",
    "# ==================\n",
    "print(os.getcwd())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82f0ddbe",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-info\" role=\"alert\">\n",
    "  <strong>Exercici 1:</strong> \n",
    "    <p> Realitza web scraping de dues de les tres pàgines web proposades utilitzant BeautifulSoup primer i Selenium després.\n",
    "\n",
    "http://quotes.toscrape.com\n",
    "\n",
    "https://www.bolsamadrid.es\n",
    "\n",
    "www.wikipedia.es (fes alguna cerca primer i escrapeja algun contingut).</p>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa10e079",
   "metadata": {},
   "source": [
    "**Quotes to Scrape**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a012dff1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "200\n",
      "{'Date': 'Tue, 15 Aug 2023 10:39:48 GMT', 'Content-Type': 'text/html; charset=utf-8', 'Transfer-Encoding': 'chunked', 'Connection': 'keep-alive', 'Content-Encoding': 'br'}\n"
     ]
    }
   ],
   "source": [
    "# Se realiza la solicitud GET a la página web de Quotes to Scrape\n",
    "# ==============================================================\n",
    "my_request = requests.get('http://quotes.toscrape.com')\n",
    "\n",
    "#Visualizamos status code e headers de la respuesta del servidor\n",
    "print(my_request.status_code)\n",
    "print(my_request.headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "092ffa02",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quote:  “The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.” \n",
      "\n",
      "Quote:  “It is our choices, Harry, that show what we truly are, far more than our abilities.” \n",
      "\n",
      "Quote:  “There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.” \n",
      "\n",
      "Quote:  “The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.” \n",
      "\n",
      "Quote:  “Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.” \n",
      "\n",
      "Quote:  “Try not to become a man of success. Rather become a man of value.” \n",
      "\n",
      "Quote:  “It is better to be hated for what you are than to be loved for what you are not.” \n",
      "\n",
      "Quote:  “I have not failed. I've just found 10,000 ways that won't work.” \n",
      "\n",
      "Quote:  “A woman is like a tea bag; you never know how strong it is until it's in hot water.” \n",
      "\n",
      "Quote:  “A day without sunshine is like, you know, night.” \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos las cuotes de la primera pagina\n",
    "# ================================================\n",
    "doc = BeautifulSoup(my_request.text, \"html.parser\")\n",
    "\n",
    "quotes = doc.select(\".text\")\n",
    "\n",
    "for i in quotes:\n",
    "    print (\"Quote: \", i.text, \"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fcb0ada8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos la primera quote\n",
    "# ==============================\n",
    "print (quotes[0].text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "dec60c71",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Author: Albert Einstein \n",
      "\n",
      "Author: J.K. Rowling \n",
      "\n",
      "Author: Albert Einstein \n",
      "\n",
      "Author: Jane Austen \n",
      "\n",
      "Author: Marilyn Monroe \n",
      "\n",
      "Author: Albert Einstein \n",
      "\n",
      "Author: André Gide \n",
      "\n",
      "Author: Thomas A. Edison \n",
      "\n",
      "Author: Eleanor Roosevelt \n",
      "\n",
      "Author: Steve Martin \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos los autores de la primera pagina\n",
    "# =============================================\n",
    "authors = doc.select(\".author\")\n",
    "\n",
    "for i in authors:\n",
    "    print (\"Author:\", i.text, \"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c8a5adcc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quote: “The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”\n",
      "Author: Albert Einstein\n",
      "Tag: change, deep-thoughts, thinking, world\n",
      "\n",
      "Quote: “It is our choices, Harry, that show what we truly are, far more than our abilities.”\n",
      "Author: J.K. Rowling\n",
      "Tag: abilities, choices\n",
      "\n",
      "Quote: “There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”\n",
      "Author: Albert Einstein\n",
      "Tag: inspirational, life, live, miracle, miracles\n",
      "\n",
      "Quote: “The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”\n",
      "Author: Jane Austen\n",
      "Tag: aliteracy, books, classic, humor\n",
      "\n",
      "Quote: “Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”\n",
      "Author: Marilyn Monroe\n",
      "Tag: be-yourself, inspirational\n",
      "\n",
      "Quote: “Try not to become a man of success. Rather become a man of value.”\n",
      "Author: Albert Einstein\n",
      "Tag: adulthood, success, value\n",
      "\n",
      "Quote: “It is better to be hated for what you are than to be loved for what you are not.”\n",
      "Author: André Gide\n",
      "Tag: life, love\n",
      "\n",
      "Quote: “I have not failed. I've just found 10,000 ways that won't work.”\n",
      "Author: Thomas A. Edison\n",
      "Tag: edison, failure, inspirational, paraphrased\n",
      "\n",
      "Quote: “A woman is like a tea bag; you never know how strong it is until it's in hot water.”\n",
      "Author: Eleanor Roosevelt\n",
      "Tag: misattributed-eleanor-roosevelt\n",
      "\n",
      "Quote: “A day without sunshine is like, you know, night.”\n",
      "Author: Steve Martin\n",
      "Tag: humor, obvious, simile\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos quote, author y tag de la pagina 1\n",
    "# =============================================\n",
    "final = doc.find_all(\"div\", class_=\"quote\")\n",
    "\n",
    "url_base = \"http://quotes.toscrape.com\"\n",
    "\n",
    "for i in final:\n",
    "    quote = i.find(\"span\", class_=\"text\").text.strip()\n",
    "    author = i.find(\"small\", class_=\"author\").text.strip()\n",
    "    #tag = i.find(\"a\", class_=\"tag\").text.strip()\n",
    "    tags = i.find_all(\"a\", class_=\"tag\")\n",
    "    tag_list = [tag.text.strip() for tag in tags]\n",
    "    tag = ', '.join(tag_list) \n",
    "\n",
    "    print(\"Quote:\", quote)\n",
    "    print(\"Author:\", author)\n",
    "    print(\"Tag:\", tag)\n",
    "    print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "866c026c",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "page : 1\n",
      "----------------------\n",
      "Quote: “The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”\n",
      "Author: Albert Einstein\n",
      "Tags: change, deep-thoughts, thinking, world\n",
      "\n",
      "Quote: “It is our choices, Harry, that show what we truly are, far more than our abilities.”\n",
      "Author: J.K. Rowling\n",
      "Tags: abilities, choices\n",
      "\n",
      "Quote: “There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”\n",
      "Author: Albert Einstein\n",
      "Tags: inspirational, life, live, miracle, miracles\n",
      "\n",
      "Quote: “The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”\n",
      "Author: Jane Austen\n",
      "Tags: aliteracy, books, classic, humor\n",
      "\n",
      "Quote: “Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: be-yourself, inspirational\n",
      "\n",
      "Quote: “Try not to become a man of success. Rather become a man of value.”\n",
      "Author: Albert Einstein\n",
      "Tags: adulthood, success, value\n",
      "\n",
      "Quote: “It is better to be hated for what you are than to be loved for what you are not.”\n",
      "Author: André Gide\n",
      "Tags: life, love\n",
      "\n",
      "Quote: “I have not failed. I've just found 10,000 ways that won't work.”\n",
      "Author: Thomas A. Edison\n",
      "Tags: edison, failure, inspirational, paraphrased\n",
      "\n",
      "Quote: “A woman is like a tea bag; you never know how strong it is until it's in hot water.”\n",
      "Author: Eleanor Roosevelt\n",
      "Tags: misattributed-eleanor-roosevelt\n",
      "\n",
      "Quote: “A day without sunshine is like, you know, night.”\n",
      "Author: Steve Martin\n",
      "Tags: humor, obvious, simile\n",
      "\n",
      "page : 2\n",
      "----------------------\n",
      "Quote: “This life is what you make it. No matter what, you're going to mess up sometimes, it's a universal truth. But the good part is you get to decide how you're going to mess it up. Girls will be your friends - they'll act like it anyway. But just remember, some come, some go. The ones that stay with you through everything - they're your true best friends. Don't let go of them. Also remember, sisters make the best friends in the world. As for lovers, well, they'll come and go too. And baby, I hate to say it, most of them - actually pretty much all of them are going to break your heart, but you can't give up because if you give up, you'll never find your soulmate. You'll never find that half who makes you whole and that goes for everything. Just because you fail once, doesn't mean you're gonna fail at everything. Keep trying, hold on, and always, always, always believe in yourself, because if you don't, then who will, sweetie? So keep your head high, keep your chin up, and most importantly, keep smiling, because life's a beautiful thing and there's so much to smile about.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: friends, heartbreak, inspirational, life, love, sisters\n",
      "\n",
      "Quote: “It takes a great deal of bravery to stand up to our enemies, but just as much to stand up to our friends.”\n",
      "Author: J.K. Rowling\n",
      "Tags: courage, friends\n",
      "\n",
      "Quote: “If you can't explain it to a six year old, you don't understand it yourself.”\n",
      "Author: Albert Einstein\n",
      "Tags: simplicity, understand\n",
      "\n",
      "Quote: “You may not be her first, her last, or her only. She loved before she may love again. But if she loves you now, what else matters? She's not perfect—you aren't either, and the two of you may never be perfect together but if she can make you laugh, cause you to think twice, and admit to being human and making mistakes, hold onto her and give her the most you can. She may not be thinking about you every second of the day, but she will give you a part of her that she knows you can break—her heart. So don't hurt her, don't change her, don't analyze and don't expect more than she can give. Smile when she makes you happy, let her know when she makes you mad, and miss her when she's not there.”\n",
      "Author: Bob Marley\n",
      "Tags: love\n",
      "\n",
      "Quote: “I like nonsense, it wakes up the brain cells. Fantasy is a necessary ingredient in living.”\n",
      "Author: Dr. Seuss\n",
      "Tags: fantasy\n",
      "\n",
      "Quote: “I may not have gone where I intended to go, but I think I have ended up where I needed to be.”\n",
      "Author: Douglas Adams\n",
      "Tags: life, navigation\n",
      "\n",
      "Quote: “The opposite of love is not hate, it's indifference. The opposite of art is not ugliness, it's indifference. The opposite of faith is not heresy, it's indifference. And the opposite of life is not death, it's indifference.”\n",
      "Author: Elie Wiesel\n",
      "Tags: activism, apathy, hate, indifference, inspirational, love, opposite, philosophy\n",
      "\n",
      "Quote: “It is not a lack of love, but a lack of friendship that makes unhappy marriages.”\n",
      "Author: Friedrich Nietzsche\n",
      "Tags: friendship, lack-of-friendship, lack-of-love, love, marriage, unhappy-marriage\n",
      "\n",
      "Quote: “Good friends, good books, and a sleepy conscience: this is the ideal life.”\n",
      "Author: Mark Twain\n",
      "Tags: books, contentment, friends, friendship, life\n",
      "\n",
      "Quote: “Life is what happens to us while we are making other plans.”\n",
      "Author: Allen Saunders\n",
      "Tags: fate, life, misattributed-john-lennon, planning, plans\n",
      "\n",
      "page : 3\n",
      "----------------------\n",
      "Quote: “I love you without knowing how, or when, or from where. I love you simply, without problems or pride: I love you in this way because I do not know any other way of loving but this, in which there is no I or you, so intimate that your hand upon my chest is my hand, so intimate that when I fall asleep your eyes close.”\n",
      "Author: Pablo Neruda\n",
      "Tags: love, poetry\n",
      "\n",
      "Quote: “For every minute you are angry you lose sixty seconds of happiness.”\n",
      "Author: Ralph Waldo Emerson\n",
      "Tags: happiness\n",
      "\n",
      "Quote: “If you judge people, you have no time to love them.”\n",
      "Author: Mother Teresa\n",
      "Tags: attributed-no-source\n",
      "\n",
      "Quote: “Anyone who thinks sitting in church can make you a Christian must also think that sitting in a garage can make you a car.”\n",
      "Author: Garrison Keillor\n",
      "Tags: humor, religion\n",
      "\n",
      "Quote: “Beauty is in the eye of the beholder and it may be necessary from time to time to give a stupid or misinformed beholder a black eye.”\n",
      "Author: Jim Henson\n",
      "Tags: humor\n",
      "\n",
      "Quote: “Today you are You, that is truer than true. There is no one alive who is Youer than You.”\n",
      "Author: Dr. Seuss\n",
      "Tags: comedy, life, yourself\n",
      "\n",
      "Quote: “If you want your children to be intelligent, read them fairy tales. If you want them to be more intelligent, read them more fairy tales.”\n",
      "Author: Albert Einstein\n",
      "Tags: children, fairy-tales\n",
      "\n",
      "Quote: “It is impossible to live without failing at something, unless you live so cautiously that you might as well not have lived at all - in which case, you fail by default.”\n",
      "Author: J.K. Rowling\n",
      "Tags: \n",
      "\n",
      "Quote: “Logic will get you from A to Z; imagination will get you everywhere.”\n",
      "Author: Albert Einstein\n",
      "Tags: imagination\n",
      "\n",
      "Quote: “One good thing about music, when it hits you, you feel no pain.”\n",
      "Author: Bob Marley\n",
      "Tags: music\n",
      "\n",
      "page : 4\n",
      "----------------------\n",
      "Quote: “The more that you read, the more things you will know. The more that you learn, the more places you'll go.”\n",
      "Author: Dr. Seuss\n",
      "Tags: learning, reading, seuss\n",
      "\n",
      "Quote: “Of course it is happening inside your head, Harry, but why on earth should that mean that it is not real?”\n",
      "Author: J.K. Rowling\n",
      "Tags: dumbledore\n",
      "\n",
      "Quote: “The truth is, everyone is going to hurt you. You just got to find the ones worth suffering for.”\n",
      "Author: Bob Marley\n",
      "Tags: friendship\n",
      "\n",
      "Quote: “Not all of us can do great things. But we can do small things with great love.”\n",
      "Author: Mother Teresa\n",
      "Tags: misattributed-to-mother-teresa, paraphrased\n",
      "\n",
      "Quote: “To the well-organized mind, death is but the next great adventure.”\n",
      "Author: J.K. Rowling\n",
      "Tags: death, inspirational\n",
      "\n",
      "Quote: “All you need is love. But a little chocolate now and then doesn't hurt.”\n",
      "Author: Charles M. Schulz\n",
      "Tags: chocolate, food, humor\n",
      "\n",
      "Quote: “We read to know we're not alone.”\n",
      "Author: William Nicholson\n",
      "Tags: misattributed-to-c-s-lewis, reading\n",
      "\n",
      "Quote: “Any fool can know. The point is to understand.”\n",
      "Author: Albert Einstein\n",
      "Tags: knowledge, learning, understanding, wisdom\n",
      "\n",
      "Quote: “I have always imagined that Paradise will be a kind of library.”\n",
      "Author: Jorge Luis Borges\n",
      "Tags: books, library\n",
      "\n",
      "Quote: “It is never too late to be what you might have been.”\n",
      "Author: George Eliot\n",
      "Tags: inspirational\n",
      "\n",
      "page : 5\n",
      "----------------------\n",
      "Quote: “A reader lives a thousand lives before he dies, said Jojen. The man who never reads lives only one.”\n",
      "Author: George R.R. Martin\n",
      "Tags: read, readers, reading, reading-books\n",
      "\n",
      "Quote: “You can never get a cup of tea large enough or a book long enough to suit me.”\n",
      "Author: C.S. Lewis\n",
      "Tags: books, inspirational, reading, tea\n",
      "\n",
      "Quote: “You believe lies so you eventually learn to trust no one but yourself.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: \n",
      "\n",
      "Quote: “If you can make a woman laugh, you can make her do anything.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: girls, love\n",
      "\n",
      "Quote: “Life is like riding a bicycle. To keep your balance, you must keep moving.”\n",
      "Author: Albert Einstein\n",
      "Tags: life, simile\n",
      "\n",
      "Quote: “The real lover is the man who can thrill you by kissing your forehead or smiling into your eyes or just staring into space.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: love\n",
      "\n",
      "Quote: “A wise girl kisses but doesn't love, listens but doesn't believe, and leaves before she is left.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: attributed-no-source\n",
      "\n",
      "Quote: “Only in the darkness can you see the stars.”\n",
      "Author: Martin Luther King Jr.\n",
      "Tags: hope, inspirational\n",
      "\n",
      "Quote: “It matters not what someone is born, but what they grow to be.”\n",
      "Author: J.K. Rowling\n",
      "Tags: dumbledore\n",
      "\n",
      "Quote: “Love does not begin and end the way we seem to think it does. Love is a battle, love is a war; love is a growing up.”\n",
      "Author: James Baldwin\n",
      "Tags: love\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "page : 6\n",
      "----------------------\n",
      "Quote: “There is nothing I would not do for those who are really my friends. I have no notion of loving people by halves, it is not my nature.”\n",
      "Author: Jane Austen\n",
      "Tags: friendship, love\n",
      "\n",
      "Quote: “Do one thing every day that scares you.”\n",
      "Author: Eleanor Roosevelt\n",
      "Tags: attributed, fear, inspiration\n",
      "\n",
      "Quote: “I am good, but not an angel. I do sin, but I am not the devil. I am just a small girl in a big world trying to find someone to love.”\n",
      "Author: Marilyn Monroe\n",
      "Tags: attributed-no-source\n",
      "\n",
      "Quote: “If I were not a physicist, I would probably be a musician. I often think in music. I live my daydreams in music. I see my life in terms of music.”\n",
      "Author: Albert Einstein\n",
      "Tags: music\n",
      "\n",
      "Quote: “If you only read the books that everyone else is reading, you can only think what everyone else is thinking.”\n",
      "Author: Haruki Murakami\n",
      "Tags: books, thought\n",
      "\n",
      "Quote: “The difference between genius and stupidity is: genius has its limits.”\n",
      "Author: Alexandre Dumas fils\n",
      "Tags: misattributed-to-einstein\n",
      "\n",
      "Quote: “He's like a drug for you, Bella.”\n",
      "Author: Stephenie Meyer\n",
      "Tags: drug, romance, simile\n",
      "\n",
      "Quote: “There is no friend as loyal as a book.”\n",
      "Author: Ernest Hemingway\n",
      "Tags: books, friends, novelist-quotes\n",
      "\n",
      "Quote: “When one door of happiness closes, another opens; but often we look so long at the closed door that we do not see the one which has been opened for us.”\n",
      "Author: Helen Keller\n",
      "Tags: inspirational\n",
      "\n",
      "Quote: “Life isn't about finding yourself. Life is about creating yourself.”\n",
      "Author: George Bernard Shaw\n",
      "Tags: inspirational, life, yourself\n",
      "\n",
      "page : 7\n",
      "----------------------\n",
      "Quote: “That's the problem with drinking, I thought, as I poured myself a drink. If something bad happens you drink in an attempt to forget; if something good happens you drink in order to celebrate; and if nothing happens you drink to make something happen.”\n",
      "Author: Charles Bukowski\n",
      "Tags: alcohol\n",
      "\n",
      "Quote: “You don’t forget the face of the person who was your last hope.”\n",
      "Author: Suzanne Collins\n",
      "Tags: the-hunger-games\n",
      "\n",
      "Quote: “Remember, we're madly in love, so it's all right to kiss me anytime you feel like it.”\n",
      "Author: Suzanne Collins\n",
      "Tags: humor\n",
      "\n",
      "Quote: “To love at all is to be vulnerable. Love anything and your heart will be wrung and possibly broken. If you want to make sure of keeping it intact you must give it to no one, not even an animal. Wrap it carefully round with hobbies and little luxuries; avoid all entanglements. Lock it up safe in the casket or coffin of your selfishness. But in that casket, safe, dark, motionless, airless, it will change. It will not be broken; it will become unbreakable, impenetrable, irredeemable. To love is to be vulnerable.”\n",
      "Author: C.S. Lewis\n",
      "Tags: love\n",
      "\n",
      "Quote: “Not all those who wander are lost.”\n",
      "Author: J.R.R. Tolkien\n",
      "Tags: bilbo, journey, lost, quest, travel, wander\n",
      "\n",
      "Quote: “Do not pity the dead, Harry. Pity the living, and, above all those who live without love.”\n",
      "Author: J.K. Rowling\n",
      "Tags: live-death-love\n",
      "\n",
      "Quote: “There is nothing to writing. All you do is sit down at a typewriter and bleed.”\n",
      "Author: Ernest Hemingway\n",
      "Tags: good, writing\n",
      "\n",
      "Quote: “Finish each day and be done with it. You have done what you could. Some blunders and absurdities no doubt crept in; forget them as soon as you can. Tomorrow is a new day. You shall begin it serenely and with too high a spirit to be encumbered with your old nonsense.”\n",
      "Author: Ralph Waldo Emerson\n",
      "Tags: life, regrets\n",
      "\n",
      "Quote: “I have never let my schooling interfere with my education.”\n",
      "Author: Mark Twain\n",
      "Tags: education\n",
      "\n",
      "Quote: “I have heard there are troubles of more than one kind. Some come from ahead and some come from behind. But I've bought a big bat. I'm all ready you see. Now my troubles are going to have troubles with me!”\n",
      "Author: Dr. Seuss\n",
      "Tags: troubles\n",
      "\n",
      "page : 8\n",
      "----------------------\n",
      "Quote: “If I had a flower for every time I thought of you...I could walk through my garden forever.”\n",
      "Author: Alfred Tennyson\n",
      "Tags: friendship, love\n",
      "\n",
      "Quote: “Some people never go crazy. What truly horrible lives they must lead.”\n",
      "Author: Charles Bukowski\n",
      "Tags: humor\n",
      "\n",
      "Quote: “The trouble with having an open mind, of course, is that people will insist on coming along and trying to put things in it.”\n",
      "Author: Terry Pratchett\n",
      "Tags: humor, open-mind, thinking\n",
      "\n",
      "Quote: “Think left and think right and think low and think high. Oh, the thinks you can think up if only you try!”\n",
      "Author: Dr. Seuss\n",
      "Tags: humor, philosophy\n",
      "\n",
      "Quote: “What really knocks me out is a book that, when you're all done reading it, you wish the author that wrote it was a terrific friend of yours and you could call him up on the phone whenever you felt like it. That doesn't happen much, though.”\n",
      "Author: J.D. Salinger\n",
      "Tags: authors, books, literature, reading, writing\n",
      "\n",
      "Quote: “The reason I talk to myself is because I’m the only one whose answers I accept.”\n",
      "Author: George Carlin\n",
      "Tags: humor, insanity, lies, lying, self-indulgence, truth\n",
      "\n",
      "Quote: “You may say I'm a dreamer, but I'm not the only one. I hope someday you'll join us. And the world will live as one.”\n",
      "Author: John Lennon\n",
      "Tags: beatles, connection, dreamers, dreaming, dreams, hope, inspirational, peace\n",
      "\n",
      "Quote: “I am free of all prejudice. I hate everyone equally. ”\n",
      "Author: W.C. Fields\n",
      "Tags: humor, sinister\n",
      "\n",
      "Quote: “The question isn't who is going to let me; it's who is going to stop me.”\n",
      "Author: Ayn Rand\n",
      "Tags: \n",
      "\n",
      "Quote: “′Classic′ - a book which people praise and don't read.”\n",
      "Author: Mark Twain\n",
      "Tags: books, classic, reading\n",
      "\n",
      "page : 9\n",
      "----------------------\n",
      "Quote: “Anyone who has never made a mistake has never tried anything new.”\n",
      "Author: Albert Einstein\n",
      "Tags: mistakes\n",
      "\n",
      "Quote: “A lady's imagination is very rapid; it jumps from admiration to love, from love to matrimony in a moment.”\n",
      "Author: Jane Austen\n",
      "Tags: humor, love, romantic, women\n",
      "\n",
      "Quote: “Remember, if the time should come when you have to make a choice between what is right and what is easy, remember what happened to a boy who was good, and kind, and brave, because he strayed across the path of Lord Voldemort. Remember Cedric Diggory.”\n",
      "Author: J.K. Rowling\n",
      "Tags: integrity\n",
      "\n",
      "Quote: “I declare after all there is no enjoyment like reading! How much sooner one tires of any thing than of a book! -- When I have a house of my own, I shall be miserable if I have not an excellent library.”\n",
      "Author: Jane Austen\n",
      "Tags: books, library, reading\n",
      "\n",
      "Quote: “There are few people whom I really love, and still fewer of whom I think well. The more I see of the world, the more am I dissatisfied with it; and every day confirms my belief of the inconsistency of all human characters, and of the little dependence that can be placed on the appearance of merit or sense.”\n",
      "Author: Jane Austen\n",
      "Tags: elizabeth-bennet, jane-austen\n",
      "\n",
      "Quote: “Some day you will be old enough to start reading fairy tales again.”\n",
      "Author: C.S. Lewis\n",
      "Tags: age, fairytales, growing-up\n",
      "\n",
      "Quote: “We are not necessarily doubting that God will do the best for us; we are wondering how painful the best will turn out to be.”\n",
      "Author: C.S. Lewis\n",
      "Tags: god\n",
      "\n",
      "Quote: “The fear of death follows from the fear of life. A man who lives fully is prepared to die at any time.”\n",
      "Author: Mark Twain\n",
      "Tags: death, life\n",
      "\n",
      "Quote: “A lie can travel half way around the world while the truth is putting on its shoes.”\n",
      "Author: Mark Twain\n",
      "Tags: misattributed-mark-twain, truth\n",
      "\n",
      "Quote: “I believe in Christianity as I believe that the sun has risen: not only because I see it, but because by it I see everything else.”\n",
      "Author: C.S. Lewis\n",
      "Tags: christianity, faith, religion, sun\n",
      "\n",
      "page : 10\n",
      "----------------------\n",
      "Quote: “The truth.\" Dumbledore sighed. \"It is a beautiful and terrible thing, and should therefore be treated with great caution.”\n",
      "Author: J.K. Rowling\n",
      "Tags: truth\n",
      "\n",
      "Quote: “I'm the one that's got to die when it's time for me to die, so let me live my life the way I want to.”\n",
      "Author: Jimi Hendrix\n",
      "Tags: death, life\n",
      "\n",
      "Quote: “To die will be an awfully big adventure.”\n",
      "Author: J.M. Barrie\n",
      "Tags: adventure, love\n",
      "\n",
      "Quote: “It takes courage to grow up and become who you really are.”\n",
      "Author: E.E. Cummings\n",
      "Tags: courage\n",
      "\n",
      "Quote: “But better to get hurt by the truth than comforted with a lie.”\n",
      "Author: Khaled Hosseini\n",
      "Tags: life\n",
      "\n",
      "Quote: “You never really understand a person until you consider things from his point of view... Until you climb inside of his skin and walk around in it.”\n",
      "Author: Harper Lee\n",
      "Tags: better-life-empathy\n",
      "\n",
      "Quote: “You have to write the book that wants to be written. And if the book will be too difficult for grown-ups, then you write it for children.”\n",
      "Author: Madeleine L'Engle\n",
      "Tags: books, children, difficult, grown-ups, write, writers, writing\n",
      "\n",
      "Quote: “Never tell the truth to people who are not worthy of it.”\n",
      "Author: Mark Twain\n",
      "Tags: truth\n",
      "\n",
      "Quote: “A person's a person, no matter how small.”\n",
      "Author: Dr. Seuss\n",
      "Tags: inspirational\n",
      "\n",
      "Quote: “... a mind needs books as a sword needs a whetstone, if it is to keep its edge.”\n",
      "Author: George R.R. Martin\n",
      "Tags: books, mind\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Profundizamos y visualizamos quote, author y tag de todas las paginas de la web\n",
    "# =================================================================================\n",
    "\n",
    "class PostScraping():\n",
    "    def __init__(self, quote, author, tag):\n",
    "        self.quote = quote\n",
    "        self.author = author\n",
    "        self.tag = tag\n",
    "    \n",
    "class PostExtractor():    \n",
    "\n",
    "    def extrae_info(self):\n",
    "        \n",
    "        url_base = \"http://quotes.toscrape.com\"\n",
    "        \n",
    "        post = []\n",
    "        \n",
    "        page_number = 1\n",
    "        \n",
    "        while url_base!=\"\":\n",
    "\n",
    "            my_doc = requests.get(url_base)\n",
    "            \n",
    "            doc_final = BeautifulSoup(my_doc.text, \"html.parser\")\n",
    "\n",
    "            \n",
    "            print(f\"page : {page_number}\")\n",
    "            print(\"----------------------\")\n",
    "            \n",
    "            for i in doc_final.select(\".quote\"):\n",
    "                quote = i.select_one(\".text\").text\n",
    "                author = i.select_one(\".author\").text\n",
    "                tag = [tag.text.strip() for tag in i.select(\".tags a\")]\n",
    "\n",
    "\n",
    "                scraper=PostScraping(quote, author, tag)\n",
    "                post.append(scraper)\n",
    "                \n",
    "                print(\"Quote:\", quote)\n",
    "                print(\"Author:\", author)\n",
    "                print(\"Tags:\", \", \".join(tag))\n",
    "                print()\n",
    "\n",
    "            next_page = doc_final.select_one(\".next a\")\n",
    "            if next_page:\n",
    "                rutas = urljoin(url_base, next_page.attrs[\"href\"])\n",
    "            else:\n",
    "                rutas = \"\"\n",
    "                \n",
    "            url_base = rutas\n",
    "            \n",
    "            \n",
    "            page_number += 1\n",
    "\n",
    "            time.sleep(2)\n",
    "\n",
    "        return post    \n",
    "        \n",
    "        \n",
    "un_post=PostExtractor()\n",
    "\n",
    "lista_post=un_post.extrae_info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "38574d1b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Quote</th>\n",
       "      <th>Author</th>\n",
       "      <th>Tags</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>“The world as we have created it is a process ...</td>\n",
       "      <td>Albert Einstein</td>\n",
       "      <td>change, deep-thoughts, thinking, world</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>“It is our choices, Harry, that show what we t...</td>\n",
       "      <td>J.K. Rowling</td>\n",
       "      <td>abilities, choices</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>“There are only two ways to live your life. On...</td>\n",
       "      <td>Albert Einstein</td>\n",
       "      <td>inspirational, life, live, miracle, miracles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>“The person, be it gentleman or lady, who has ...</td>\n",
       "      <td>Jane Austen</td>\n",
       "      <td>aliteracy, books, classic, humor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>“Imperfection is beauty, madness is genius and...</td>\n",
       "      <td>Marilyn Monroe</td>\n",
       "      <td>be-yourself, inspirational</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>“You never really understand a person until yo...</td>\n",
       "      <td>Harper Lee</td>\n",
       "      <td>better-life-empathy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>“You have to write the book that wants to be w...</td>\n",
       "      <td>Madeleine L'Engle</td>\n",
       "      <td>books, children, difficult, grown-ups, write, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>“Never tell the truth to people who are not wo...</td>\n",
       "      <td>Mark Twain</td>\n",
       "      <td>truth</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>“A person's a person, no matter how small.”</td>\n",
       "      <td>Dr. Seuss</td>\n",
       "      <td>inspirational</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>“... a mind needs books as a sword needs a whe...</td>\n",
       "      <td>George R.R. Martin</td>\n",
       "      <td>books, mind</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Quote              Author  \\\n",
       "0   “The world as we have created it is a process ...     Albert Einstein   \n",
       "1   “It is our choices, Harry, that show what we t...        J.K. Rowling   \n",
       "2   “There are only two ways to live your life. On...     Albert Einstein   \n",
       "3   “The person, be it gentleman or lady, who has ...         Jane Austen   \n",
       "4   “Imperfection is beauty, madness is genius and...      Marilyn Monroe   \n",
       "..                                                ...                 ...   \n",
       "95  “You never really understand a person until yo...          Harper Lee   \n",
       "96  “You have to write the book that wants to be w...   Madeleine L'Engle   \n",
       "97  “Never tell the truth to people who are not wo...          Mark Twain   \n",
       "98        “A person's a person, no matter how small.”           Dr. Seuss   \n",
       "99  “... a mind needs books as a sword needs a whe...  George R.R. Martin   \n",
       "\n",
       "                                                 Tags  \n",
       "0              change, deep-thoughts, thinking, world  \n",
       "1                                  abilities, choices  \n",
       "2        inspirational, life, live, miracle, miracles  \n",
       "3                    aliteracy, books, classic, humor  \n",
       "4                          be-yourself, inspirational  \n",
       "..                                                ...  \n",
       "95                                better-life-empathy  \n",
       "96  books, children, difficult, grown-ups, write, ...  \n",
       "97                                              truth  \n",
       "98                                      inspirational  \n",
       "99                                        books, mind  \n",
       "\n",
       "[100 rows x 3 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Creamos un df con los datos extraidos\n",
    "# ====================================\n",
    "\n",
    "data = {\n",
    "    'Quote': [item.quote for item in lista_post],\n",
    "    'Author': [item.author for item in lista_post],\n",
    "    'Tags': [', '.join(item.tag) for item in lista_post]\n",
    "}\n",
    "\n",
    "df_quotes = pd.DataFrame(data)\n",
    "\n",
    "df_quotes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "9dae57fb",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<html lang=\"en\"><head>\n",
      "\t<meta charset=\"UTF-8\">\n",
      "\t<title>Quotes to Scrape</title>\n",
      "    <link rel=\"stylesheet\" href=\"/static/bootstrap.min.css\">\n",
      "    <link rel=\"stylesheet\" href=\"/static/main.css\">\n",
      "</head>\n",
      "<body>\n",
      "    <div class=\"container\">\n",
      "        <div class=\"row header-box\">\n",
      "            <div class=\"col-md-8\">\n",
      "                <h1>\n",
      "                    <a href=\"/\" style=\"text-decoration: none\">Quotes to Scrape</a>\n",
      "                </h1>\n",
      "            </div>\n",
      "            <div class=\"col-md-4\">\n",
      "                <p>\n",
      "                \n",
      "                    <a href=\"/login\">Login</a>\n",
      "                \n",
      "                </p>\n",
      "            </div>\n",
      "        </div>\n",
      "    \n",
      "\n",
      "<div class=\"row\">\n",
      "    <div class=\"col-md-8\">\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Albert Einstein</small>\n",
      "        <a href=\"/author/Albert-Einstein\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"change,deep-thoughts,thinking,world\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/change/page/1/\">change</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/deep-thoughts/page/1/\">deep-thoughts</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/thinking/page/1/\">thinking</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/world/page/1/\">world</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“It is our choices, Harry, that show what we truly are, far more than our abilities.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">J.K. Rowling</small>\n",
      "        <a href=\"/author/J-K-Rowling\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"abilities,choices\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/abilities/page/1/\">abilities</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/choices/page/1/\">choices</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Albert Einstein</small>\n",
      "        <a href=\"/author/Albert-Einstein\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"inspirational,life,live,miracle,miracles\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/inspirational/page/1/\">inspirational</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/life/page/1/\">life</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/live/page/1/\">live</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/miracle/page/1/\">miracle</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/miracles/page/1/\">miracles</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Jane Austen</small>\n",
      "        <a href=\"/author/Jane-Austen\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"aliteracy,books,classic,humor\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/aliteracy/page/1/\">aliteracy</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/books/page/1/\">books</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/classic/page/1/\">classic</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/humor/page/1/\">humor</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Marilyn Monroe</small>\n",
      "        <a href=\"/author/Marilyn-Monroe\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"be-yourself,inspirational\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/be-yourself/page/1/\">be-yourself</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/inspirational/page/1/\">inspirational</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“Try not to become a man of success. Rather become a man of value.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Albert Einstein</small>\n",
      "        <a href=\"/author/Albert-Einstein\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"adulthood,success,value\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/adulthood/page/1/\">adulthood</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/success/page/1/\">success</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/value/page/1/\">value</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“It is better to be hated for what you are than to be loved for what you are not.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">André Gide</small>\n",
      "        <a href=\"/author/Andre-Gide\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"life,love\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/life/page/1/\">life</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/love/page/1/\">love</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“I have not failed. I've just found 10,000 ways that won't work.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Thomas A. Edison</small>\n",
      "        <a href=\"/author/Thomas-A-Edison\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"edison,failure,inspirational,paraphrased\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/edison/page/1/\">edison</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/failure/page/1/\">failure</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/inspirational/page/1/\">inspirational</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/paraphrased/page/1/\">paraphrased</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“A woman is like a tea bag; you never know how strong it is until it's in hot water.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Eleanor Roosevelt</small>\n",
      "        <a href=\"/author/Eleanor-Roosevelt\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"misattributed-eleanor-roosevelt\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/misattributed-eleanor-roosevelt/page/1/\">misattributed-eleanor-roosevelt</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <div class=\"quote\" itemscope=\"\" itemtype=\"http://schema.org/CreativeWork\">\n",
      "        <span class=\"text\" itemprop=\"text\">“A day without sunshine is like, you know, night.”</span>\n",
      "        <span>by <small class=\"author\" itemprop=\"author\">Steve Martin</small>\n",
      "        <a href=\"/author/Steve-Martin\">(about)</a>\n",
      "        </span>\n",
      "        <div class=\"tags\">\n",
      "            Tags:\n",
      "            <meta class=\"keywords\" itemprop=\"keywords\" content=\"humor,obvious,simile\"> \n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/humor/page/1/\">humor</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/obvious/page/1/\">obvious</a>\n",
      "            \n",
      "            <a class=\"tag\" href=\"/tag/simile/page/1/\">simile</a>\n",
      "            \n",
      "        </div>\n",
      "    </div>\n",
      "\n",
      "    <nav>\n",
      "        <ul class=\"pager\">\n",
      "            \n",
      "            \n",
      "            <li class=\"next\">\n",
      "                <a href=\"/page/2/\">Next <span aria-hidden=\"true\">→</span></a>\n",
      "            </li>\n",
      "            \n",
      "        </ul>\n",
      "    </nav>\n",
      "    </div>\n",
      "    <div class=\"col-md-4 tags-box\">\n",
      "        \n",
      "            <h2>Top Ten tags</h2>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 28px\" href=\"/tag/love/\">love</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 26px\" href=\"/tag/inspirational/\">inspirational</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 26px\" href=\"/tag/life/\">life</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 24px\" href=\"/tag/humor/\">humor</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 22px\" href=\"/tag/books/\">books</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 14px\" href=\"/tag/reading/\">reading</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 10px\" href=\"/tag/friendship/\">friendship</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 8px\" href=\"/tag/friends/\">friends</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 8px\" href=\"/tag/truth/\">truth</a>\n",
      "            </span>\n",
      "            \n",
      "            <span class=\"tag-item\">\n",
      "            <a class=\"tag\" style=\"font-size: 6px\" href=\"/tag/simile/\">simile</a>\n",
      "            </span>\n",
      "            \n",
      "        \n",
      "    </div>\n",
      "</div>\n",
      "\n",
      "    </div>\n",
      "    <footer class=\"footer\">\n",
      "        <div class=\"container\">\n",
      "            <p class=\"text-muted\">\n",
      "                Quotes by: <a href=\"https://www.goodreads.com/quotes\">GoodReads.com</a>\n",
      "            </p>\n",
      "            <p class=\"copyright\">\n",
      "                Made with <span class=\"zyte\">❤</span> by <a class=\"zyte\" href=\"https://www.zyte.com\">Zyte</a>\n",
      "            </p>\n",
      "        </div>\n",
      "    </footer>\n",
      "\n",
      "</body></html>\n"
     ]
    }
   ],
   "source": [
    "# Cargamos los drivers de selenium para chrome y visualizamos el codigo fuente de la pagina\n",
    "# =========================================================================================\n",
    "\n",
    "options = Options()\n",
    "options.add_argument(\"--headless\")\n",
    "driver = webdriver.Chrome(options=options)\n",
    "url = \"http://quotes.toscrape.com\"\n",
    "driver.get(url)\n",
    "content = driver.page_source\n",
    "print(content) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "880601df",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quote:  “The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”\n",
      "by Albert Einstein (about)\n",
      "Tags: change deep-thoughts thinking world \n",
      "\n",
      "Quote:  “It is our choices, Harry, that show what we truly are, far more than our abilities.”\n",
      "by J.K. Rowling (about)\n",
      "Tags: abilities choices \n",
      "\n",
      "Quote:  “There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”\n",
      "by Albert Einstein (about)\n",
      "Tags: inspirational life live miracle miracles \n",
      "\n",
      "Quote:  “The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”\n",
      "by Jane Austen (about)\n",
      "Tags: aliteracy books classic humor \n",
      "\n",
      "Quote:  “Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”\n",
      "by Marilyn Monroe (about)\n",
      "Tags: be-yourself inspirational \n",
      "\n",
      "Quote:  “Try not to become a man of success. Rather become a man of value.”\n",
      "by Albert Einstein (about)\n",
      "Tags: adulthood success value \n",
      "\n",
      "Quote:  “It is better to be hated for what you are than to be loved for what you are not.”\n",
      "by André Gide (about)\n",
      "Tags: life love \n",
      "\n",
      "Quote:  “I have not failed. I've just found 10,000 ways that won't work.”\n",
      "by Thomas A. Edison (about)\n",
      "Tags: edison failure inspirational paraphrased \n",
      "\n",
      "Quote:  “A woman is like a tea bag; you never know how strong it is until it's in hot water.”\n",
      "by Eleanor Roosevelt (about)\n",
      "Tags: misattributed-eleanor-roosevelt \n",
      "\n",
      "Quote:  “A day without sunshine is like, you know, night.”\n",
      "by Steve Martin (about)\n",
      "Tags: humor obvious simile \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos el contenido de la primera pagina\n",
    "# ===================================================\n",
    "\n",
    "quote = driver.find_elements(By.CSS_SELECTOR, '.quote')\n",
    "for i in quote:\n",
    "    print (\"Quote: \", i.text, \"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c3553e1b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1: love\n",
      "2: inspirational\n",
      "3: life\n",
      "4: humor\n",
      "5: books\n",
      "6: reading\n",
      "7: friendship\n",
      "8: friends\n",
      "9: truth\n",
      "10: simile\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos los top ten tags\n",
    "# ===================================\n",
    "\n",
    "top_ten_tags = driver.find_element(By.CLASS_NAME, 'col-md-4.tags-box')\n",
    "\n",
    "tags = top_ten_tags.find_elements(By.CLASS_NAME, 'tag')\n",
    "\n",
    "counter = 1\n",
    "for i in tags:\n",
    "    print(f\"{counter}: {i.text}\")\n",
    "    counter+=1\n",
    "    \n",
    "driver.quit()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a196da7",
   "metadata": {},
   "source": [
    "**BolsaMadrid**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "dc88431e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "200\n",
      "{'Cache-Control': 'public', 'Content-Type': 'text/html; charset=utf-8', 'Content-Encoding': 'gzip', 'Last-Modified': 'Fri, 14 Jul 2023 07:49:26 GMT', 'Vary': 'User-Agent,Accept-Encoding', 'Content-Security-Policy': \"connect-src *.google-analytics.com www.bolsasymercados.es wss://www.bolsasymercados.es cdn.cookielaw.org *.onetrust.com;default-src 'self' data: *.typekit.net *.google-analytics.com stats.g.doubleclick.net www.googletagmanager.com tagmanager.google.com *.gstatic.com *.googleapis.com bmeintranet.bme.com www.bolsasymercados.es wss://www.bolsasymercados.es cdn.cookielaw.org *.onetrust.com i1.ytimg.com *.youtube-nocookie.com *.vimeo.com *.vimeocdn.com;script-src 'self' *.typekit.net *.google-analytics.com www.googletagmanager.com tagmanager.google.com cdn.cookielaw.org *.onetrust.com 'sha256-8kqcK8yXrT06YP8+2rdHYaZamV42+oNyHrxPsEp9dDw=';style-src 'self' *.typekit.net www.bolsasymercados.es www.googletagmanager.com fonts.googleapis.com 'unsafe-inline';base-uri 'self';form-action 'self';frame-ancestors 'self';\", 'X-Content-Type-Options': 'nosniff', 'X-XSS-Protection': '1; mode=block', 'X-Frame-Options': 'DENY', 'Frame-Options': 'DENY', 'Referrer-Policy': 'no-referrer', 'Permissions-Policy': 'accelerometer=(),autoplay=(self \"https://*.youtube.com\" \"https://*.youtube-nocookie.com\" \"https://*.vimeo.com\" \"https://*.vimeocdn.com\"),camera=(),document-domain=(),encrypted-media=(),fullscreen=(self \"https://*.youtube.com\" \"https://*.youtube-nocookie.com\" \"https://*.vimeo.com\" \"https://*.vimeocdn.com\"),geolocation=(),gyroscope=(),magnetometer=(),microphone=(),midi=(),payment=(),picture-in-picture=(self),sync-xhr=(self),usb=()', 'Strict-Transport-Security': 'max-age=31536000', 'Date': 'Tue, 15 Aug 2023 10:40:22 GMT', 'Content-Length': '12113'}\n"
     ]
    }
   ],
   "source": [
    "# Se realiza la solicitud GET a la página web de BolsaMadrid\n",
    "# ==============================================================\n",
    "request = requests.get('https://www.bolsasymercados.es/bme-exchange/es/Bolsa-Madrid')\n",
    "\n",
    "#Visualizamos status code e headers de la respuesta del servidor\n",
    "print(request.status_code)\n",
    "print(request.headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "4dda0f7b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Texto:\n",
      "La Bolsa de Madrid fue creada en 1831, hace más de 190 años, lo que la convierte en una de las instituciones financieras más antiguas de España. A lo largo de su dilatada historia, la Bolsa de Madrid ha jugado un papel decisivo en la historia de España, sorteando largos ciclos industriales y económicos de auge con otros caracterizados por las crisis y las caídas, pero actuando siempre como un auténtico barómetro de la evolución económica de España. La Bolsa de Madrid ha jugado un rol crucial en el desarrollo de España y de su economía, ya que canaliza el ahorro hacia la inversión productiva y ayuda a la generación de riqueza. Como mercado secundario, la Bolsa ofrece a los inversores la oportunidad de convertir sus acciones en efectivo cuando lo deseen. La liquidez, como uno de los principales atributos de cualquier mercado, permite realizar cualquier operación con independencia de su carácter de corto, medio o largo plazo de la inversión y la Bolsa de Madrid sigue manteniendo una fuerte cuota de mercado para los valores españoles.\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos el texto explicativo de la pagina principal de la bolsa\n",
    "# =====================================================================\n",
    "\n",
    "bolsa = request.text\n",
    "\n",
    "soup = BeautifulSoup(bolsa, 'html.parser')\n",
    "\n",
    "parrafo = soup.select_one('.col-sm-12 p[style*=\"text-align\"]')\n",
    "\n",
    "if parrafo:\n",
    "    text = parrafo.text.strip()\n",
    "    print(f\"Texto:\\n{text}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e81139a3",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<html lang=\"es\"><head data-idioma=\"es\" data-hora-act=\"Tue, 15 Aug 2023 12:40:28 GMT\" data-app-path=\"/bme-exchange\"><meta charset=\"utf-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta id=\"copyright\" name=\"copyright\" content=\"Copyright © BME 2023\"><meta property=\"og:site_name\" content=\"BME Exchange\"><meta property=\"og:locale\" content=\"es\"><meta property=\"og:type\" content=\"website\"><meta property=\"twitter:card\" content=\"summary_large_image\"><meta property=\"twitter:site\" content=\"@BolsaBME\"><meta property=\"og:title\" content=\"Resumen de Índices | BME Exchange\"><meta property=\"twitter:title\" content=\"Resumen de Índices | BME Exchange\"><meta property=\"og:url\" content=\"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\"><meta property=\"twitter:url\" content=\"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\"><link id=\"CanonicalLink\" rel=\"canonical\" href=\"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\"><link rel=\"alternate\" hreflang=\"es\" href=\"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\"><link rel=\"alternate\" hreflang=\"en\" href=\"/bme-exchange/en/Indices/Summary\"><link rel=\"stylesheet\" href=\"//use.typekit.net/fag2lie.css\"><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-4DX4ZWMC1J&amp;l=dataLayer&amp;cx=c\"></script><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-E42DLZ90SE&amp;l=dataLayer&amp;cx=c\"></script><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-0QG0X121YH&amp;l=dataLayer&amp;cx=c\"></script><script async=\"\" src=\"https://www.googletagmanager.com/gtm.js?id=GTM-TJNWXNT\"></script><script src=\"/bme-exchange/js/Master?v=X6xj-2AlmMQtfRPQnNdB9dd66gbf1t3iVmzg-Ty14g01\" defer=\"\"></script>\n",
      "<link href=\"/bme-exchange/css/css?v=8XltxzFZWnIXG_FKzCCGCmMxVdzN_b374asSPh4GHq81\" rel=\"stylesheet\">\n",
      "<!-- OneTrust -->\n",
      "<script src=\"https://cdn.cookielaw.org/scripttemplates/otSDKStub.js\" data-document-language=\"true\" type=\"text/javascript\" charset=\"UTF-8\" data-domain-script=\"848a4ce2-ee9d-424b-8508-fbc5b12c4591\" async=\"\"></script>\n",
      "<!-- End OneTrust -->\n",
      "\n",
      "<!-- Google Tag Manager -->\n",
      "<script id=\"GTM\">(function(w,d,s,l,i){w[l]=[{'pageLanguage':'es','service':'bme-exchange','target':'institutional-investor,brokers-and-intermediaries,hedge-funds,market-members,listed-companies,retail,media,stake-holders,general-public-others','bussinessTopic':'listing,trading,market-prices,indices','pagePurpose':'increase-awareness'}];const g=document.cookie.match(/_ga=(.+?);/);g&&w[l].push({gaClientId:g[1].split('.').slice(-2).join('.')});w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl+'';f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-TJNWXNT');</script>\n",
      "<!-- End Google Tag Manager -->\n",
      "<title>\n",
      "\tResumen de Índices | BME Exchange\n",
      "</title><script src=\"/bme-exchange/js/React/indices-summary/app.min.js?P7A-LA!!\" language=\"javascript\" type=\"text/javascript\" defer=\"defer\"></script><script src=\"https://cdn.cookielaw.org/scripttemplates/202209.2.0/otBannerSdk.js\" async=\"\" type=\"text/javascript\"></script></head>\n",
      "<body id=\"se_top\" data-api-url=\"https://www.bolsasymercados.es/API/Market\">\n",
      "    \n",
      "<!-- Google Tag Manager (noscript) -->\n",
      "<noscript><iframe src=\"https://www.googletagmanager.com/ns.html?id=GTM-TJNWXNT\" height=\"0\" width=\"0\" style=\"display:none;visibility:hidden\"></iframe></noscript>\n",
      "<!-- End Google Tag Manager (noscript) -->\n",
      "\n",
      "    <svg xmlns=\"http://www.w3.org/2000/svg\" class=\"hidden\"><symbol id=\"cross-icon\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\"><g transform=\"translate(11 11)\"><line class=\"a\" x1=\"18\" y2=\"18\"></line><line class=\"a\" x1=\"18\" y2=\"18\" transform=\"translate(18 0) rotate(90)\"></line></g><g><circle class=\"b\" cx=\"20\" cy=\"20\" r=\"18\"></circle></g></symbol><symbol id=\"search-icon\" width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><g transform=\"translate(0 5)\"><circle class=\"c\" cx=\"8\" cy=\"8\" r=\"7.2\"></circle><line class=\"c\" x1=\"13.8\" y1=\"13.8\" x2=\"16.5\" y2=\"16.5\"></line></g></symbol><symbol id=\"private-icon\" width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><g transform=\"translate(0 5)\"><path class=\"c\" d=\"M1.3,9.2c0-0.8,0.7-1.5,1.5-1.5h10c0.8,0,1.5,0.7,1.5,1.5v6.4c0,0.8-0.7,1.5-1.5,1.5h-10 c-0.8,0-1.5-0.7-1.5-1.5V9.2z M3.3,6.3V4.4C3.3,2,5.3,0,7.7,0c2.4,0,4.4,2,4.4,4.4v1.9\"></path><line class=\"c\" x1=\"7.7\" y1=\"10.2\" x2=\"7.7\" y2=\"15.1\"></line></g></symbol><symbol id=\"mail-icon\" width=\"21\" height=\"28\" viewBox=\"0 0 21 28\"><g transform=\"translate(0 5)\"><rect x=\"0.8\" y=\"2.8\" class=\"c\" width=\"19.5\" height=\"13.5\"></rect><path class=\"c\" d=\"M1.2,3l9.4,8.6l9.3-8.9L1.2,3z\"></path></g></symbol></svg>\n",
      "    <a id=\"skip-nav-link\" href=\"#main-content\" tabindex=\"1\">Saltar Navegación</a>\n",
      "    <header id=\"Cabecera\">\n",
      "        <nav id=\"menu-superior\" class=\"navbar\" role=\"navigation\" aria-label=\"Navegación principal\"><div class=\"container\">\n",
      "            <div class=\"navbar-header\">\n",
      "                <a class=\"navbar-brand\" href=\"/bme-exchange/es/Home\" target=\"_self\" title=\"BME Exchange\" tabindex=\"2\">\n",
      "                    <img src=\"/bme-exchange/images/base/BME_logo_marine_rgb.svg\" aria-hidden=\"true\" alt=\"BME Logo\"><strong class=\"navbar-claim\">Exchange</strong>\n",
      "                </a>\n",
      "                <ul id=\"top-menu-movil\" class=\"nav navbar-nav navbar-right icon-menu-superior hidden-print\">\n",
      "                    <li class=\"btn-return\">\n",
      "                        <button id=\"btn-return-main\" type=\"button\" role=\"button\">Menú Principal</button>\n",
      "                    </li>\n",
      "                    <li class=\"btn-menu\">\n",
      "                        <button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#navbar-menu\" aria-expanded=\"false\" class=\"collapsed\">\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                        </button>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon dropdown\">\n",
      "                        <a role=\"button\" href=\"#\" data-toggle=\"dropdown\" tabindex=\"3\">\n",
      "                            <svg width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><use xlink:href=\"search-icon\" href=\"#search-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Buscador</span>\n",
      "                        </a>\n",
      "                        <div id=\"search\" class=\"header-popover\">\n",
      "                            <div class=\"header-popover-flecha\"><div></div><div></div></div>\n",
      "                            <div class=\"header-popover-title\">\n",
      "                                <svg width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><use xlink:href=\"search-icon\" href=\"#search-icon\"></use></svg>\n",
      "                                <span>BUSCADOR</span>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line\">\n",
      "                                <form action=\"/bme-exchange/es/Buscar\" role=\"search\" aria-label=\"\">\n",
      "                                    <label for=\"search-text\">BUSCAR</label>\n",
      "                                    <div class=\"form-group\">\n",
      "                                        <input type=\"text\" class=\"form-control\" id=\"search-text\" name=\"q\" placeholder=\"Introducir texto a buscar\" autocomplete=\"off\">\n",
      "                                        <button type=\"submit\" class=\"header-popover-btn\"><span>Buscar</span><span class=\"glyphicon glyphicon-menu-right\"></span></button>\n",
      "                                    </div>\n",
      "                                </form>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line\">\n",
      "                                <form action=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Busqueda-Empresas\" role=\"search\" aria-label=\"\">\n",
      "                                    <label for=\"search-company\">BUSCADOR DE EMPRESAS</label>\n",
      "                                    <div class=\"form-group\">\n",
      "                                        <span class=\"twitter-typeahead\" style=\"position: relative; display: inline-block; direction: ltr;\"><input type=\"text\" class=\"form-control tt-input\" id=\"search-company\" name=\"q\" aria-label=\"Introducir nombre, ISIN o ticker a buscar\" placeholder=\"Nombre / ISIN / Ticker\" autocomplete=\"off\" data-apì=\"https://www.bolsasymercados.es/API/Market\" data-url=\"/bme-exchange/\" spellcheck=\"false\" dir=\"auto\" style=\"position: relative; vertical-align: top;\"><pre aria-hidden=\"true\" style=\"position: absolute; visibility: hidden; white-space: pre; font-family: open-sans, Arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: 400; word-spacing: 0px; letter-spacing: 0px; text-indent: 0px; text-rendering: auto; text-transform: none;\"></pre><span class=\"tt-dropdown-menu\" style=\"position: absolute; top: 100%; left: 0px; z-index: 100; display: none; right: auto;\"><div class=\"tt-dataset-companies\"></div></span></span>\n",
      "                                        <button type=\"submit\" class=\"header-popover-btn\"><span>Buscar</span><span class=\"glyphicon glyphicon-menu-right\"></span></button>\n",
      "                                    </div>\n",
      "                                </form>\n",
      "                            </div>\n",
      "                        </div>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon dropdown\">\n",
      "                        <a role=\"button\" href=\"#\" data-toggle=\"dropdown\" tabindex=\"4\">\n",
      "                            <svg width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><use xlink:href=\"private-icon\" href=\"#private-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Áreas Privadas</span>\n",
      "                        </a>\n",
      "                        <div id=\"private\" class=\"header-popover\">\n",
      "                            <div class=\"header-popover-flecha\"><div></div><div></div></div>\n",
      "                            <div class=\"header-popover-title\">\n",
      "                                <svg width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><use xlink:href=\"private-icon\" href=\"#private-icon\"></use></svg>\n",
      "                                <span>ÁREAS PRIVADAS</span>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line header-popover-login-line\"><label>MIEMBROS RENTA VARIABLE</label><a href=\"https://privada.bmerv.es/\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div><div class=\"header-popover-line header-popover-login-line\"><label>BME GROWTH</label><a href=\"https://www.bmegrowth.es/Privado/LogIn.aspx\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div><div class=\"header-popover-line header-popover-login-line\"><label>MIEMBROS RENTA FIJA</label><a href=\"https://ww2.aiaf.es/\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div>\n",
      "                        </div>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon\">\n",
      "                        <a href=\"/bme-exchange/es/Contacto#Informacion-General\" tabindex=\"5\">\n",
      "                            <svg width=\"21\" height=\"28\" viewBox=\"0 0 21 28\"><use xlink:href=\"mail-icon\" href=\"#mail-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Contacto</span>\n",
      "                        </a>\n",
      "                    </li>\n",
      "                    <li class=\"btn-language\">\n",
      "                        <span aria-hidden=\"true\" class=\"language-anchor\"> ES </span><b class=\"language-anchor\">|</b><a href=\"/bme-exchange/en/Indices/Summary\" class=\"language-anchor\" tabindex=\"6\" hreflang=\"en\"><span aria-hidden=\"true\"><strong> EN </strong></span><span class=\"sr-only\">English</span></a>\n",
      "                    </li>\n",
      "                    <li class=\"btn-menu-close\">\n",
      "                        <button id=\"close-menu\" type=\"button\" role=\"button\">\n",
      "                            <svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\"><use xlink:href=\"cross-icon\" href=\"#cross-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Cerrar</span>\n",
      "                        </button>\n",
      "                    </li>\n",
      "                </ul>\n",
      "            </div>\n",
      "            <div class=\"navbar-header hidden-print\">\n",
      "                <ul class=\"nav navbar-nav collapse navbar-collapse op-menu-superior yamm\" id=\"navbar-menu\">\n",
      "                    <li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Como-Cotizar\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Cotizar</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Como-Cotizar\" target=\"_self\"><span class=\"menu-overview-title\">Cotizar</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Financia tus ambiciones de crecimiento</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu9\" data-toggle=\"collapse\" aria-expanded=\"false\">Acciones</a><div id=\"menu9\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu9\">Cotizar</button></div><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Cotizar-en-Bolsa\" target=\"_self\">Acciones</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/Como-salir-a-Bolsa\" target=\"_self\">Cotizar en Bolsa</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/BME-Growth\" target=\"_self\">Cotizar en BME Growth</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/BME-Scale\" target=\"_self\">Cotizar en BME Scale</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/Latibex\" target=\"_self\">Cotizar en Latibex</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu16\" data-toggle=\"collapse\" aria-expanded=\"false\">Renta Fija</a><div id=\"menu16\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu16\">Cotizar</button></div><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija\" target=\"_self\">Renta Fija</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija/AIAF\" target=\"_self\">Mercados Regulados - AIAF</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija/MARF\" target=\"_self\">Mercado Alternativo - MARF</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/ETFs\" target=\"_self\">ETFs</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Warrants\" target=\"_self\">Warrants</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.meff.es/esp/Sobre-Nosotros/Empresa-MEFF\" target=\"_blank\">Derivados</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.bolsasymercados.es/BME_4Companies/esp/Home\" target=\"_blank\">Servicios para Emisores</a></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Negociar\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Negociar</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Negociar\" target=\"_self\"><span class=\"menu-overview-title\">Negociar</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Calidad de mercado en la que confiar</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu30\" data-toggle=\"collapse\" aria-expanded=\"false\">Mercados</a><div id=\"menu30\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu30\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados\" target=\"_self\">Mercados</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Renta-Variable\" target=\"_self\">Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Renta-Fija\" target=\"_self\">Renta Fija</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/ETFs\" target=\"_self\">ETFs</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Warrants\" target=\"_self\">Warrants</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Derivados\" target=\"_self\">Derivados</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu54\" data-toggle=\"collapse\" aria-expanded=\"false\">Participantes de Mercado</a><div id=\"menu54\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu54\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes-y-Miembros-de-Mercado\" target=\"_self\">Participantes de Mercado</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes/Listado-de-Participantes-y-Miembros-de-Mercado\" target=\"_self\">Miembros</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes/Servicios-para-Participantes\" target=\"_self\">Servicios para Participantes</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu66\" data-toggle=\"collapse\" aria-expanded=\"false\">Plataforma de Negociación</a><div id=\"menu66\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu66\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion\" target=\"_self\">Plataforma de Negociación</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion/SIBE-SMART-Acciones\" target=\"_self\">SIBE SMART (Acciones - Warrants - ETFs)</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion/SEND-SENAF\" target=\"_self\">SEND - SENAF (Renta Fija)</a></li><li><a class=\"\" href=\"https://www.meff.es/esp/Tecnologia/Formas-Conexion\" target=\"_blank\">MEFF-SMART (Derivados)</a></li></ul></div></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle active\" href=\"/bme-exchange/es/Indices\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Índices</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview active\" href=\"/bme-exchange/es/Indices\" target=\"_self\"><span class=\"menu-overview-title\">Índices</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Índices de BME. Las principales referencias de los mercados españoles</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"active sel\" href=\"/bme-exchange/es/Indices/Resumen\" target=\"_self\">Resumen de Índices</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Avisos\" target=\"_self\">Avisos</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Regulacion\" target=\"_self\">Regulación Índices</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Comite-Asesor-Tecnico/Comite-Asesor-Tecnico\" target=\"_self\">Comité Asesor Técnico</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Ibex\" target=\"_self\">Índices IBEX</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/indices/ESG\" target=\"_self\">Índices ESG</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Bolsas\" target=\"_self\">Índices Bolsas</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Latibex\" target=\"_self\">Índices Latibex</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Renta-Fija\" target=\"_self\">Índices Renta Fija</a></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Mercados-y-Cotizaciones\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Mercados y Cotizaciones</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Mercados-y-Cotizaciones\" target=\"_self\"><span class=\"menu-overview-title\">Mercados y Cotizaciones</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">La clave para el éxito de cualquier decisión de inversión</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu126\" data-toggle=\"collapse\" aria-expanded=\"false\">Acciones</a><div id=\"menu126\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu126\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Acciones</a><ul><li><span>Mercado Principal</span><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Precios</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Empresas-Cotizadas\" target=\"_self\">Empresas Cotizadas</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Ultima-Informacion-Privilegiada\" target=\"_self\">Información Privilegiada/Otra información relevante</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Operaciones-Financieras/Dividendos\" target=\"_self\">Operaciones Financieras</a></li></ul></li><li><a class=\"\" href=\"https://www.latibex.com/esp/Cotizaciones/Acciones\" target=\"_blank\">Latibex</a></li><li><a class=\"\" href=\"https://www.bmegrowth.es/esp/Precios.aspx\" target=\"_blank\">BME Growth</a></li><li><a class=\"\" href=\"https://www.bolsasymercados.es/MTF_Equity/esp/SICAV/Precios.aspx?mercado=ValorLiquidativo\" target=\"_blank\">BME MTF Equity</a></li><li><span>Herramientas</span><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Analisis-de-empresas/Lighthouse\" target=\"_self\">Análisis Lighthouse Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Analisis-de-empresas/Morningstar/ibex-Medium\" target=\"_self\">Analisis Morningstar Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Agenda\" target=\"_self\">Agenda del Inversor</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Mi-Cartera\" target=\"_self\">Mi Cartera</a></li></ul></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu197\" data-toggle=\"collapse\" aria-expanded=\"false\">Renta Fija</a><div id=\"menu197\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu197\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Precios/AIAF-SEND-Deuda-Publica\" target=\"_self\">Renta Fija</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Precios/AIAF-SEND-Deuda-Publica\" target=\"_self\">Precios</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Emisiones-En-Circulacion\" target=\"_self\">Emisiones en circulación</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Listado-de-Emisores\" target=\"_self\">Emisores</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Admision-a-Cotizar/Ultimos-Desembolsos\" target=\"_self\">Admisiones a Cotización</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Anuncios\" target=\"_self\">Anuncios emisiones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Noticias\" target=\"_self\">Noticias</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/MARF-Hechos-Relevantes\" target=\"_self\">MARF Hechos Relevantes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/MARF-Informacion-Financiera\" target=\"_self\">MARF Información Financiera</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu229\" data-toggle=\"collapse\" aria-expanded=\"false\">ETFs</a><div id=\"menu229\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu229\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cotizaciones\" target=\"_self\">ETFs</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cotizaciones\" target=\"_self\">Cotizaciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cierre-Mercado\" target=\"_self\">Cierre de mercado</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Dividendos\" target=\"_self\">Dividendos</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Hechos-Relevantes\" target=\"_self\">Hechos Relevantes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Herramientas/Mi-Cartera-de-ETFs?m=ETF\" target=\"_self\">Mi Cartera ETF</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu238\" data-toggle=\"collapse\" aria-expanded=\"false\">Warrants</a><div id=\"menu238\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu238\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Precios/Warrants\" target=\"_self\">Warrants</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Precios/Warrants\" target=\"_self\">Cotizaciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Informes\" target=\"_self\">Informes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Listado-de-valores\" target=\"_self\">Listado de valores</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Ajustes-Operaciones-Financieras\" target=\"_self\">Ajustes por Operaciones Financieras</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Admisiones\" target=\"_self\">Admisiones</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.meff.es/esp/Derivados-Financieros/Cotizaciones\" target=\"_blank\">Derivados</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Estadisticas\" target=\"_self\">Estadísticas</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.bmemarketdata.es/esp/\" target=\"_blank\">Market Data</a></li></ul></div></div></li></ul></li><li><a class=\"\" href=\"/bme-exchange/es/Regulacion/Buscador-Regulacion\" target=\"_self\">Regulación</a></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Para-Inversores\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Para inversores</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Para-Inversores\" target=\"_self\"><span class=\"menu-overview-title\">Para inversores</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Tecnología e innovación al servicio de los inversores</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Para-Inversores/Institucionales\" target=\"_self\">Institucionales</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Para-Inversores/Minoristas\" target=\"_self\">Minoristas</a></li></ul></div></div></li></ul></li><li><a class=\"\" href=\"/bme-exchange/es/Formacion\" target=\"_self\">Formación</a></li>\n",
      "                </ul>\n",
      "            </div>\n",
      "        </div></nav>\n",
      "    </header>\n",
      "\n",
      "    \n",
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      "<script type=\"application/ld+json\">{\"@context\": \"http://schema.org\",\"@type\": \"BreadcrumbList\",\"itemListElement\":[{\"@type\": \"ListItem\",\"position\": 1,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Home\",\"name\": \"Home\"}},{\"@type\": \"ListItem\",\"position\": 2,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Indices\",\"name\": \"Índices\"}},{\"@type\": \"ListItem\",\"position\": 3,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\",\"name\": \"Resumen de Índices\"}}]}</script>\n",
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      "\n",
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      "        <h1>Resumen de Índices</h1>\n",
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      "<div><div class=\"titulo-col-pie\"><span>MERCADO</span></div><ul><li><a href=\"/bme-exchange/es/Negociar/Calendario-Mercado\" target=\"_self\">Calendario de Mercado</a></li>\n",
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      "<li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Operaciones-Financieras/Dividendos\" target=\"_self\">Dividendos</a></li>\n",
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      "\n",
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      "\n",
      "\n",
      "</body></html>\n"
     ]
    }
   ],
   "source": [
    "# Cargamos los drivers de selenium para chrome y visualizamos el codigo fuente de la pagina de Indices\n",
    "# =======================================================================================================\n",
    "\n",
    "options = Options()\n",
    "options.add_argument(\"--headless\")\n",
    "driver = webdriver.Chrome(options=options)\n",
    "url = \"https://www.bolsasymercados.es/bme-exchange/es/Indices/Resumen\"\n",
    "driver.get(url)\n",
    "driver.implicitly_wait(5)\n",
    "content = driver.page_source\n",
    "print(content) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "5712c4c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tabla:  \n",
      "\n",
      "                     Índice  Último % Dif.  Máximo  Mínimo       Fecha  \\\n",
      "0                  IBEX 35®     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "1   IBEX 35® con Dividendos     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "2          IBEX MEDIUM CAP®     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "3           IBEX SMALL CAP®     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "4           IBEX 35® Bancos     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "..                      ...     ...    ...     ...     ...         ...   \n",
      "80    Índice ITX Inverso X3     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "81    Índice TEF Inverso X5     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "82    Índice SAN Inverso X5     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "83   Índice BBVA Inverso X5     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "84    Índice ITX Inverso X5     NaN    NaN     NaN     NaN  15/08/2023   \n",
      "\n",
      "        Hora % Dif. Año  \n",
      "0   12:25:10        NaN  \n",
      "1   12:25:10        NaN  \n",
      "2   12:24:09        NaN  \n",
      "3   12:23:22        NaN  \n",
      "4   12:25:09        NaN  \n",
      "..       ...        ...  \n",
      "80  12:24:44        NaN  \n",
      "81  12:23:15        NaN  \n",
      "82  12:24:58        NaN  \n",
      "83  12:23:30        NaN  \n",
      "84  12:24:44        NaN  \n",
      "\n",
      "[85 rows x 8 columns]\n",
      "=============================================\n",
      "Tabla: Índices de Renta Fija \n",
      "\n",
      "                   Índice  Anterior  Duración Anterior    Último  \\\n",
      "0              AIAF 2000®  6.028,26                360  6.024,32   \n",
      "1        AIAF 2000® Corto  4.788,04                173  4.787,02   \n",
      "2        AIAF 2000® Medio  5.769,54                343  5.764,97   \n",
      "3        AIAF 2000® Largo  7.001,72                683  6.992,05   \n",
      "4  AIAF 2000® Extra Largo  9.071,47               1067  9.052,93   \n",
      "\n",
      "   Duración Último  % Dif.  Dif. Valor       Fecha  \n",
      "0              359  -0,07%        -394  14/08/2023  \n",
      "1              172  -0,02%        -102  14/08/2023  \n",
      "2              342  -0,08%        -457  14/08/2023  \n",
      "3              682  -0,14%        -967  14/08/2023  \n",
      "4             1066  -0,20%       -1854  14/08/2023  \n",
      "=============================================\n",
      "Tabla: Índices RODE (Rendimiento de Operaciones Deuda Estado) Diarios \n",
      "\n",
      "  Índice                               Índice RODE  Precio   TIR       Fecha\n",
      "0  TM06M    Índice Deuda Pública hasta 6 Meses (M)   99421  3551  14/08/2023\n",
      "1  TM12M  Índice Deuda Pública de 6 a 12 Meses (M)   97478  3715  14/08/2023\n",
      "2  TM02A    Índice Deuda Pública de 1 a 2 años (M)   96575  3681  14/08/2023\n",
      "3  TM04A    Índice Deuda Pública de 2 a 4 años (M)   96626  3297  14/08/2023\n",
      "4  TM06A    Índice Deuda Pública de 2 a 6 años (M)   94010  3248  14/08/2023\n",
      "5  TM08A    Índice Deuda Pública de 4 a 8 años (M)   89548  3237  14/08/2023\n",
      "6  TM12A   Índice Deuda Pública de 8 a 12 años (M)   94999  3471  14/08/2023\n",
      "7  TM20A  Índice Deuda Pública de 12 a 20 años (M)   87601  3834  14/08/2023\n",
      "8  TM21A   Índice Deuda Pública más de 20 años (M)   71645  3931  14/08/2023\n",
      "=============================================\n",
      "Tabla: Índices RODE (Rendimiento de Operaciones Deuda Estado) Mensuales \n",
      "\n",
      "  Índice                               Índice RODE  Precio   TIR       Fecha\n",
      "0  TS06M    Índice Deuda Pública hasta 6 Meses (S)   99364  3028  01/08/2023\n",
      "1  TS12M  Índice Deuda Pública de 6 a 12 Meses (S)   97891  3339  01/08/2023\n",
      "2  TS02A    Índice Deuda Pública de 1 a 2 años (S)   96988  3250  01/08/2023\n",
      "3  TS04A    Índice Deuda Pública de 2 a 4 años (S)   96179  3098  01/08/2023\n",
      "4  TS06A    Índice Deuda Pública de 2 a 6 años (S)   94834  3100  01/08/2023\n",
      "5  TS08A    Índice Deuda Pública de 4 a 8 años (S)   89973  3144  01/08/2023\n",
      "6  TS12A   Índice Deuda Pública de 8 a 12 años (S)   93170  3835  01/08/2023\n",
      "7  TS20A  Índice Deuda Pública de 12 a 20 años (S)   86156  3756  01/08/2023\n",
      "8  TS21A   Índice Deuda Pública más de 20 años (S)   75879  3873  01/08/2023\n",
      "=============================================\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos los datos de la pagina Indices con Selenium y BeautifulSoup\n",
    "# ==========================================================================\n",
    "\n",
    "tablas = driver.find_elements(By.CSS_SELECTOR, \".table-responsive\")\n",
    "\n",
    "for i in tablas:\n",
    "    nombre = i.find_element(By.CSS_SELECTOR, \".sr-only\").text\n",
    "    print(f\"Tabla: {nombre} \\n\")\n",
    "\n",
    "    html_tabla = i.get_attribute(\"outerHTML\")\n",
    "    soup = BeautifulSoup(html_tabla, 'html.parser')\n",
    "    df = pd.read_html(str(soup))[0]\n",
    "    print(df)\n",
    "    print(\"=============================================\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a9129ca8",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tabla: Índices de Renta Variable15 agosto 2023 12:25:10 \n",
      "\n",
      "                     Índice     Último  % Dif.     Máximo     Mínimo  \\\n",
      "0                  IBEX 35®   9.318,80  -1,18%   9.435,10   9.318,80   \n",
      "1   IBEX 35® con Dividendos  30.785,80  -1,17%  31.170,00  30.785,80   \n",
      "2          IBEX MEDIUM CAP®  13.470,20  -0,29%  13.551,40  13.470,20   \n",
      "3           IBEX SMALL CAP®   8.059,10   0,16%   8.095,70   8.042,00   \n",
      "4           IBEX 35® Bancos      62310  -1,42%      63360      62310   \n",
      "..                      ...        ...     ...        ...        ...   \n",
      "80    Índice ITX Inverso X3       3960   2,86%       3960       3800   \n",
      "81    Índice TEF Inverso X5   1.623,80   3,40%   1.630,30   1.535,60   \n",
      "82    Índice SAN Inverso X5       4260   7,30%       4270       3920   \n",
      "83   Índice BBVA Inverso X5       3850   8,76%       3850       3490   \n",
      "84    Índice ITX Inverso X5       3480   4,82%       3480       3250   \n",
      "\n",
      "         Fecha      Hora % Dif. Año  \n",
      "0   15/08/2023  12:25:10     13,24%  \n",
      "1   15/08/2023  12:25:10     16,91%  \n",
      "2   15/08/2023  12:24:09      5,25%  \n",
      "3   15/08/2023  12:23:22     12,16%  \n",
      "4   15/08/2023  12:25:09     19,03%  \n",
      "..         ...       ...        ...  \n",
      "80  15/08/2023  12:24:44    -67,99%  \n",
      "81  15/08/2023  12:23:15    -64,11%  \n",
      "82  15/08/2023  12:24:58    -90,48%  \n",
      "83  15/08/2023  12:23:30    -91,12%  \n",
      "84  15/08/2023  12:24:44    -87,34%  \n",
      "\n",
      "[85 rows x 8 columns]\n",
      "=============================================\n",
      "Tabla: Índices de Renta Fija \n",
      "\n",
      "                   Índice  Anterior  Duración Anterior    Último  \\\n",
      "0              AIAF 2000®  6.028,26                360  6.024,32   \n",
      "1        AIAF 2000® Corto  4.788,04                173  4.787,02   \n",
      "2        AIAF 2000® Medio  5.769,54                343  5.764,97   \n",
      "3        AIAF 2000® Largo  7.001,72                683  6.992,05   \n",
      "4  AIAF 2000® Extra Largo  9.071,47               1067  9.052,93   \n",
      "\n",
      "   Duración Último  % Dif.  Dif. Valor       Fecha  \n",
      "0              359  -0,07%        -394  14/08/2023  \n",
      "1              172  -0,02%        -102  14/08/2023  \n",
      "2              342  -0,08%        -457  14/08/2023  \n",
      "3              682  -0,14%        -967  14/08/2023  \n",
      "4             1066  -0,20%       -1854  14/08/2023  \n",
      "=============================================\n",
      "Tabla: Índices RODE (Rendimiento de Operaciones Deuda Estado) Diarios \n",
      "\n",
      "  Índice                               Índice RODE  Precio   TIR       Fecha\n",
      "0  TM06M    Índice Deuda Pública hasta 6 Meses (M)   99421  3551  14/08/2023\n",
      "1  TM12M  Índice Deuda Pública de 6 a 12 Meses (M)   97478  3715  14/08/2023\n",
      "2  TM02A    Índice Deuda Pública de 1 a 2 años (M)   96575  3681  14/08/2023\n",
      "3  TM04A    Índice Deuda Pública de 2 a 4 años (M)   96626  3297  14/08/2023\n",
      "4  TM06A    Índice Deuda Pública de 2 a 6 años (M)   94010  3248  14/08/2023\n",
      "5  TM08A    Índice Deuda Pública de 4 a 8 años (M)   89548  3237  14/08/2023\n",
      "6  TM12A   Índice Deuda Pública de 8 a 12 años (M)   94999  3471  14/08/2023\n",
      "7  TM20A  Índice Deuda Pública de 12 a 20 años (M)   87601  3834  14/08/2023\n",
      "8  TM21A   Índice Deuda Pública más de 20 años (M)   71645  3931  14/08/2023\n",
      "=============================================\n",
      "Tabla: Índices RODE (Rendimiento de Operaciones Deuda Estado) Mensuales \n",
      "\n",
      "  Índice                               Índice RODE  Precio   TIR       Fecha\n",
      "0  TS06M    Índice Deuda Pública hasta 6 Meses (S)   99364  3028  01/08/2023\n",
      "1  TS12M  Índice Deuda Pública de 6 a 12 Meses (S)   97891  3339  01/08/2023\n",
      "2  TS02A    Índice Deuda Pública de 1 a 2 años (S)   96988  3250  01/08/2023\n",
      "3  TS04A    Índice Deuda Pública de 2 a 4 años (S)   96179  3098  01/08/2023\n",
      "4  TS06A    Índice Deuda Pública de 2 a 6 años (S)   94834  3100  01/08/2023\n",
      "5  TS08A    Índice Deuda Pública de 4 a 8 años (S)   89973  3144  01/08/2023\n",
      "6  TS12A   Índice Deuda Pública de 8 a 12 años (S)   93170  3835  01/08/2023\n",
      "7  TS20A  Índice Deuda Pública de 12 a 20 años (S)   86156  3756  01/08/2023\n",
      "8  TS21A   Índice Deuda Pública más de 20 años (S)   75879  3873  01/08/2023\n",
      "=============================================\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos el contenido de las tablas de resumen indices utilizando solo Selenium\n",
    "# ====================================================================================\n",
    "\n",
    "tablas = driver.find_elements(By.CSS_SELECTOR, \".table-responsive\")\n",
    "\n",
    "for i in tablas:\n",
    "    nombre = i.find_element(By.CSS_SELECTOR, \".sr-only\").text\n",
    "    print(f\"Tabla: {nombre} \\n\")\n",
    "\n",
    "    html_tabla = i.get_attribute(\"outerHTML\")\n",
    "    df = pd.read_html(html_tabla)[0]\n",
    "    print(df)\n",
    "    print(\"=============================================\")\n",
    "\n",
    "driver.quit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "83947a9d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<html lang=\"es\"><head data-idioma=\"es\" data-hora-act=\"Tue, 15 Aug 2023 12:40:34 GMT\" data-app-path=\"/bme-exchange\"><meta charset=\"utf-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta id=\"Description\" name=\"description\" content=\"Infórmate sobre los precios y cotizaciones del IBEX 35. Además conoce los detalles históricos que necesites: gráfico, valores.\"><meta id=\"copyright\" name=\"copyright\" content=\"Copyright © BME 2023\"><meta property=\"og:site_name\" content=\"BME Exchange\"><meta property=\"og:locale\" content=\"es\"><meta property=\"og:type\" content=\"website\"><meta property=\"twitter:card\" content=\"summary_large_image\"><meta property=\"twitter:site\" content=\"@BolsaBME\"><meta property=\"og:title\" content=\"IBEX 35 | Precios y cotizaciones de hoy | BME Exchange\"><meta property=\"twitter:title\" content=\"IBEX 35 | Precios y cotizaciones de hoy | BME Exchange\"><meta property=\"og:description\" content=\"Infórmate sobre los precios y cotizaciones del IBEX 35. Además conoce los detalles históricos que necesites: gráfico, valores.\"><meta property=\"twitter:description\" content=\"Infórmate sobre los precios y cotizaciones del IBEX 35. Además conoce los detalles históricos que necesites: gráfico, valores.\"><meta property=\"og:url\" content=\"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\"><meta property=\"twitter:url\" content=\"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\"><link id=\"CanonicalLink\" rel=\"canonical\" href=\"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\"><link rel=\"alternate\" hreflang=\"es\" href=\"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\"><link rel=\"alternate\" hreflang=\"en\" href=\"/bme-exchange/en/Prices-and-Markets/Shares/Main-Market/Prices/ibex-35-ES0SI0000005\"><link rel=\"stylesheet\" href=\"//use.typekit.net/fag2lie.css\"><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-4DX4ZWMC1J&amp;l=dataLayer&amp;cx=c\"></script><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-E42DLZ90SE&amp;l=dataLayer&amp;cx=c\"></script><script type=\"text/javascript\" async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-0QG0X121YH&amp;l=dataLayer&amp;cx=c\"></script><script async=\"\" src=\"https://www.googletagmanager.com/gtm.js?id=GTM-TJNWXNT\"></script><script src=\"/bme-exchange/js/Master?v=X6xj-2AlmMQtfRPQnNdB9dd66gbf1t3iVmzg-Ty14g01\" defer=\"\"></script>\n",
      "<link href=\"/bme-exchange/css/css?v=8XltxzFZWnIXG_FKzCCGCmMxVdzN_b374asSPh4GHq81\" rel=\"stylesheet\">\n",
      "<!-- OneTrust -->\n",
      "<script src=\"https://cdn.cookielaw.org/scripttemplates/otSDKStub.js\" data-document-language=\"true\" type=\"text/javascript\" charset=\"UTF-8\" data-domain-script=\"848a4ce2-ee9d-424b-8508-fbc5b12c4591\" async=\"\"></script>\n",
      "<!-- End OneTrust -->\n",
      "\n",
      "<!-- Google Tag Manager -->\n",
      "<script id=\"GTM\">(function(w,d,s,l,i){w[l]=[{'pageLanguage':'es','service':'bme-exchange','target':'institutional-investor,brokers-and-intermediaries,hedge-funds,market-members,retail,media,stake-holders,general-public-others','bussinessTopic':'listing,trading,market-prices,indices','pagePurpose':'increase-awareness'}];const g=document.cookie.match(/_ga=(.+?);/);g&&w[l].push({gaClientId:g[1].split('.').slice(-2).join('.')});w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl+'';f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-TJNWXNT');</script>\n",
      "<!-- End Google Tag Manager -->\n",
      "<title>\n",
      "\tIBEX 35 | Precios y cotizaciones de hoy | BME Exchange\n",
      "</title><script src=\"/bme-exchange/js/React/eq-prices/app.min.js?RrA-LA!!\" language=\"javascript\" type=\"text/javascript\" defer=\"defer\"></script><script src=\"https://cdn.cookielaw.org/scripttemplates/202209.2.0/otBannerSdk.js\" async=\"\" type=\"text/javascript\"></script></head>\n",
      "<body id=\"se_top\" data-api-url=\"https://www.bolsasymercados.es/API/Market\">\n",
      "    \n",
      "<!-- Google Tag Manager (noscript) -->\n",
      "<noscript><iframe src=\"https://www.googletagmanager.com/ns.html?id=GTM-TJNWXNT\" height=\"0\" width=\"0\" style=\"display:none;visibility:hidden\"></iframe></noscript>\n",
      "<!-- End Google Tag Manager (noscript) -->\n",
      "\n",
      "    <svg xmlns=\"http://www.w3.org/2000/svg\" class=\"hidden\"><symbol id=\"cross-icon\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\"><g transform=\"translate(11 11)\"><line class=\"a\" x1=\"18\" y2=\"18\"></line><line class=\"a\" x1=\"18\" y2=\"18\" transform=\"translate(18 0) rotate(90)\"></line></g><g><circle class=\"b\" cx=\"20\" cy=\"20\" r=\"18\"></circle></g></symbol><symbol id=\"search-icon\" width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><g transform=\"translate(0 5)\"><circle class=\"c\" cx=\"8\" cy=\"8\" r=\"7.2\"></circle><line class=\"c\" x1=\"13.8\" y1=\"13.8\" x2=\"16.5\" y2=\"16.5\"></line></g></symbol><symbol id=\"private-icon\" width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><g transform=\"translate(0 5)\"><path class=\"c\" d=\"M1.3,9.2c0-0.8,0.7-1.5,1.5-1.5h10c0.8,0,1.5,0.7,1.5,1.5v6.4c0,0.8-0.7,1.5-1.5,1.5h-10 c-0.8,0-1.5-0.7-1.5-1.5V9.2z M3.3,6.3V4.4C3.3,2,5.3,0,7.7,0c2.4,0,4.4,2,4.4,4.4v1.9\"></path><line class=\"c\" x1=\"7.7\" y1=\"10.2\" x2=\"7.7\" y2=\"15.1\"></line></g></symbol><symbol id=\"mail-icon\" width=\"21\" height=\"28\" viewBox=\"0 0 21 28\"><g transform=\"translate(0 5)\"><rect x=\"0.8\" y=\"2.8\" class=\"c\" width=\"19.5\" height=\"13.5\"></rect><path class=\"c\" d=\"M1.2,3l9.4,8.6l9.3-8.9L1.2,3z\"></path></g></symbol></svg>\n",
      "    <a id=\"skip-nav-link\" href=\"#main-content\" tabindex=\"1\">Saltar Navegación</a>\n",
      "    <header id=\"Cabecera\">\n",
      "        <nav id=\"menu-superior\" class=\"navbar\" role=\"navigation\" aria-label=\"Navegación principal\"><div class=\"container\">\n",
      "            <div class=\"navbar-header\">\n",
      "                <a class=\"navbar-brand\" href=\"/bme-exchange/es/Home\" target=\"_self\" title=\"BME Exchange\" tabindex=\"2\">\n",
      "                    <img src=\"/bme-exchange/images/base/BME_logo_marine_rgb.svg\" aria-hidden=\"true\" alt=\"BME Logo\"><strong class=\"navbar-claim\">Exchange</strong>\n",
      "                </a>\n",
      "                <ul id=\"top-menu-movil\" class=\"nav navbar-nav navbar-right icon-menu-superior hidden-print\">\n",
      "                    <li class=\"btn-return\">\n",
      "                        <button id=\"btn-return-main\" type=\"button\" role=\"button\">Menú Principal</button>\n",
      "                    </li>\n",
      "                    <li class=\"btn-menu\">\n",
      "                        <button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#navbar-menu\" aria-expanded=\"false\" class=\"collapsed\">\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                            <span class=\"icon-bar\"></span>\n",
      "                        </button>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon dropdown\">\n",
      "                        <a role=\"button\" href=\"#\" data-toggle=\"dropdown\" tabindex=\"3\">\n",
      "                            <svg width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><use xlink:href=\"search-icon\" href=\"#search-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Buscador</span>\n",
      "                        </a>\n",
      "                        <div id=\"search\" class=\"header-popover\">\n",
      "                            <div class=\"header-popover-flecha\"><div></div><div></div></div>\n",
      "                            <div class=\"header-popover-title\">\n",
      "                                <svg width=\"18.2\" height=\"28\" viewBox=\"0 0 18.2 28\"><use xlink:href=\"search-icon\" href=\"#search-icon\"></use></svg>\n",
      "                                <span>BUSCADOR</span>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line\">\n",
      "                                <form action=\"/bme-exchange/es/Buscar\" role=\"search\" aria-label=\"\">\n",
      "                                    <label for=\"search-text\">BUSCAR</label>\n",
      "                                    <div class=\"form-group\">\n",
      "                                        <input type=\"text\" class=\"form-control\" id=\"search-text\" name=\"q\" placeholder=\"Introducir texto a buscar\" autocomplete=\"off\">\n",
      "                                        <button type=\"submit\" class=\"header-popover-btn\"><span>Buscar</span><span class=\"glyphicon glyphicon-menu-right\"></span></button>\n",
      "                                    </div>\n",
      "                                </form>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line\">\n",
      "                                <form action=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Busqueda-Empresas\" role=\"search\" aria-label=\"\">\n",
      "                                    <label for=\"search-company\">BUSCADOR DE EMPRESAS</label>\n",
      "                                    <div class=\"form-group\">\n",
      "                                        <span class=\"twitter-typeahead\" style=\"position: relative; display: inline-block; direction: ltr;\"><input type=\"text\" class=\"form-control tt-input\" id=\"search-company\" name=\"q\" aria-label=\"Introducir nombre, ISIN o ticker a buscar\" placeholder=\"Nombre / ISIN / Ticker\" autocomplete=\"off\" data-apì=\"https://www.bolsasymercados.es/API/Market\" data-url=\"/bme-exchange/\" spellcheck=\"false\" dir=\"auto\" style=\"position: relative; vertical-align: top;\"><pre aria-hidden=\"true\" style=\"position: absolute; visibility: hidden; white-space: pre; font-family: open-sans, Arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: 400; word-spacing: 0px; letter-spacing: 0px; text-indent: 0px; text-rendering: auto; text-transform: none;\"></pre><span class=\"tt-dropdown-menu\" style=\"position: absolute; top: 100%; left: 0px; z-index: 100; display: none; right: auto;\"><div class=\"tt-dataset-companies\"></div></span></span>\n",
      "                                        <button type=\"submit\" class=\"header-popover-btn\"><span>Buscar</span><span class=\"glyphicon glyphicon-menu-right\"></span></button>\n",
      "                                    </div>\n",
      "                                </form>\n",
      "                            </div>\n",
      "                        </div>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon dropdown\">\n",
      "                        <a role=\"button\" href=\"#\" data-toggle=\"dropdown\" tabindex=\"4\">\n",
      "                            <svg width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><use xlink:href=\"private-icon\" href=\"#private-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Áreas Privadas</span>\n",
      "                        </a>\n",
      "                        <div id=\"private\" class=\"header-popover\">\n",
      "                            <div class=\"header-popover-flecha\"><div></div><div></div></div>\n",
      "                            <div class=\"header-popover-title\">\n",
      "                                <svg width=\"15.3\" height=\"28\" viewBox=\"0 0 15.3 28\"><use xlink:href=\"private-icon\" href=\"#private-icon\"></use></svg>\n",
      "                                <span>ÁREAS PRIVADAS</span>\n",
      "                            </div>\n",
      "                            <div class=\"header-popover-line header-popover-login-line\"><label>MIEMBROS RENTA VARIABLE</label><a href=\"https://privada.bmerv.es/\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div><div class=\"header-popover-line header-popover-login-line\"><label>BME GROWTH</label><a href=\"https://www.bmegrowth.es/Privado/LogIn.aspx\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div><div class=\"header-popover-line header-popover-login-line\"><label>MIEMBROS RENTA FIJA</label><a href=\"https://ww2.aiaf.es/\" target=\"_blank\" class=\"header-popover-btn\">Login<span class=\"glyphicon glyphicon-menu-right\"></span></a></div>\n",
      "                        </div>\n",
      "                    </li>\n",
      "                    <li class=\"btn-icon\">\n",
      "                        <a href=\"/bme-exchange/es/Contacto#Informacion-General\" tabindex=\"5\">\n",
      "                            <svg width=\"21\" height=\"28\" viewBox=\"0 0 21 28\"><use xlink:href=\"mail-icon\" href=\"#mail-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Contacto</span>\n",
      "                        </a>\n",
      "                    </li>\n",
      "                    <li class=\"btn-language\">\n",
      "                        <span aria-hidden=\"true\" class=\"language-anchor\"> ES </span><b class=\"language-anchor\">|</b><a href=\"/bme-exchange/en/Prices-and-Markets/Shares/Main-Market/Prices/ibex-35-ES0SI0000005\" class=\"language-anchor\" tabindex=\"6\" hreflang=\"en\"><span aria-hidden=\"true\"><strong> EN </strong></span><span class=\"sr-only\">English</span></a>\n",
      "                    </li>\n",
      "                    <li class=\"btn-menu-close\">\n",
      "                        <button id=\"close-menu\" type=\"button\" role=\"button\">\n",
      "                            <svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\"><use xlink:href=\"cross-icon\" href=\"#cross-icon\"></use></svg>\n",
      "                            <span class=\"sr-only\">Cerrar</span>\n",
      "                        </button>\n",
      "                    </li>\n",
      "                </ul>\n",
      "            </div>\n",
      "            <div class=\"navbar-header hidden-print\">\n",
      "                <ul class=\"nav navbar-nav collapse navbar-collapse op-menu-superior yamm\" id=\"navbar-menu\">\n",
      "                    <li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Como-Cotizar\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Cotizar</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Como-Cotizar\" target=\"_self\"><span class=\"menu-overview-title\">Cotizar</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Financia tus ambiciones de crecimiento</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu9\" data-toggle=\"collapse\" aria-expanded=\"false\">Acciones</a><div id=\"menu9\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu9\">Cotizar</button></div><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Cotizar-en-Bolsa\" target=\"_self\">Acciones</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/Como-salir-a-Bolsa\" target=\"_self\">Cotizar en Bolsa</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/BME-Growth\" target=\"_self\">Cotizar en BME Growth</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/BME-Scale\" target=\"_self\">Cotizar en BME Scale</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Bolsa/Latibex\" target=\"_self\">Cotizar en Latibex</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu16\" data-toggle=\"collapse\" aria-expanded=\"false\">Renta Fija</a><div id=\"menu16\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu16\">Cotizar</button></div><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija\" target=\"_self\">Renta Fija</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija/AIAF\" target=\"_self\">Mercados Regulados - AIAF</a></li><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Renta-Fija/MARF\" target=\"_self\">Mercado Alternativo - MARF</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/ETFs\" target=\"_self\">ETFs</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Como-Cotizar/Warrants\" target=\"_self\">Warrants</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.meff.es/esp/Sobre-Nosotros/Empresa-MEFF\" target=\"_blank\">Derivados</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.bolsasymercados.es/BME_4Companies/esp/Home\" target=\"_blank\">Servicios para Emisores</a></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Negociar\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Negociar</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Negociar\" target=\"_self\"><span class=\"menu-overview-title\">Negociar</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Calidad de mercado en la que confiar</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu30\" data-toggle=\"collapse\" aria-expanded=\"false\">Mercados</a><div id=\"menu30\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu30\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados\" target=\"_self\">Mercados</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Renta-Variable\" target=\"_self\">Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Renta-Fija\" target=\"_self\">Renta Fija</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/ETFs\" target=\"_self\">ETFs</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Warrants\" target=\"_self\">Warrants</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Mercados/Derivados\" target=\"_self\">Derivados</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu54\" data-toggle=\"collapse\" aria-expanded=\"false\">Participantes de Mercado</a><div id=\"menu54\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu54\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes-y-Miembros-de-Mercado\" target=\"_self\">Participantes de Mercado</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes/Listado-de-Participantes-y-Miembros-de-Mercado\" target=\"_self\">Miembros</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Participantes/Servicios-para-Participantes\" target=\"_self\">Servicios para Participantes</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu66\" data-toggle=\"collapse\" aria-expanded=\"false\">Plataforma de Negociación</a><div id=\"menu66\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu66\">Negociar</button></div><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion\" target=\"_self\">Plataforma de Negociación</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion/SIBE-SMART-Acciones\" target=\"_self\">SIBE SMART (Acciones - Warrants - ETFs)</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Plataforma-de-Negociacion/SEND-SENAF\" target=\"_self\">SEND - SENAF (Renta Fija)</a></li><li><a class=\"\" href=\"https://www.meff.es/esp/Tecnologia/Formas-Conexion\" target=\"_blank\">MEFF-SMART (Derivados)</a></li></ul></div></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Indices\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Índices</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Indices\" target=\"_self\"><span class=\"menu-overview-title\">Índices</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Índices de BME. Las principales referencias de los mercados españoles</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Resumen\" target=\"_self\">Resumen de Índices</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Avisos\" target=\"_self\">Avisos</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Regulacion\" target=\"_self\">Regulación Índices</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Comite-Asesor-Tecnico/Comite-Asesor-Tecnico\" target=\"_self\">Comité Asesor Técnico</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Ibex\" target=\"_self\">Índices IBEX</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/indices/ESG\" target=\"_self\">Índices ESG</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Bolsas\" target=\"_self\">Índices Bolsas</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Latibex\" target=\"_self\">Índices Latibex</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Indices/Renta-Fija\" target=\"_self\">Índices Renta Fija</a></li></ul></div></div></li></ul></li><li class=\"dropdown\"><a class=\"dropdown-toggle active\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Mercados y Cotizaciones</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview active\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones\" target=\"_self\"><span class=\"menu-overview-title\">Mercados y Cotizaciones</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">La clave para el éxito de cualquier decisión de inversión</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu126\" data-toggle=\"collapse\" aria-expanded=\"false\">Acciones</a><div id=\"menu126\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu126\">Mercados y Cotizaciones</button></div><a class=\"active\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Acciones</a><ul><li><span>Mercado Principal</span><ul><li><a class=\"active\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Precios</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Empresas-Cotizadas\" target=\"_self\">Empresas Cotizadas</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Ultima-Informacion-Privilegiada\" target=\"_self\">Información Privilegiada/Otra información relevante</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Operaciones-Financieras/Dividendos\" target=\"_self\">Operaciones Financieras</a></li></ul></li><li><a class=\"\" href=\"https://www.latibex.com/esp/Cotizaciones/Acciones\" target=\"_blank\">Latibex</a></li><li><a class=\"\" href=\"https://www.bmegrowth.es/esp/Precios.aspx\" target=\"_blank\">BME Growth</a></li><li><a class=\"\" href=\"https://www.bolsasymercados.es/MTF_Equity/esp/SICAV/Precios.aspx?mercado=ValorLiquidativo\" target=\"_blank\">BME MTF Equity</a></li><li><span>Herramientas</span><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Analisis-de-empresas/Lighthouse\" target=\"_self\">Análisis Lighthouse Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Analisis-de-empresas/Morningstar/ibex-Medium\" target=\"_self\">Analisis Morningstar Acciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Negociar/Agenda\" target=\"_self\">Agenda del Inversor</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Mi-Cartera\" target=\"_self\">Mi Cartera</a></li></ul></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu197\" data-toggle=\"collapse\" aria-expanded=\"false\">Renta Fija</a><div id=\"menu197\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu197\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Precios/AIAF-SEND-Deuda-Publica\" target=\"_self\">Renta Fija</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Precios/AIAF-SEND-Deuda-Publica\" target=\"_self\">Precios</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Emisiones-En-Circulacion\" target=\"_self\">Emisiones en circulación</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Listado-de-Emisores\" target=\"_self\">Emisores</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Admision-a-Cotizar/Ultimos-Desembolsos\" target=\"_self\">Admisiones a Cotización</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Anuncios\" target=\"_self\">Anuncios emisiones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/Noticias\" target=\"_self\">Noticias</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/MARF-Hechos-Relevantes\" target=\"_self\">MARF Hechos Relevantes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Renta-Fija/MARF-Informacion-Financiera\" target=\"_self\">MARF Información Financiera</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu229\" data-toggle=\"collapse\" aria-expanded=\"false\">ETFs</a><div id=\"menu229\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu229\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cotizaciones\" target=\"_self\">ETFs</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cotizaciones\" target=\"_self\">Cotizaciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Cierre-Mercado\" target=\"_self\">Cierre de mercado</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Dividendos\" target=\"_self\">Dividendos</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Hechos-Relevantes\" target=\"_self\">Hechos Relevantes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/ETFs/Herramientas/Mi-Cartera-de-ETFs?m=ETF\" target=\"_self\">Mi Cartera ETF</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"visible-xs-block collapsed\" href=\"#menu238\" data-toggle=\"collapse\" aria-expanded=\"false\">Warrants</a><div id=\"menu238\" class=\"collapse mobile-menu-2\"><div class=\"btn-return-2lv\"><button type=\"button\" role=\"button\" data-toggle=\"collapse\" data-target=\"#menu238\">Mercados y Cotizaciones</button></div><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Precios/Warrants\" target=\"_self\">Warrants</a><ul><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Precios/Warrants\" target=\"_self\">Cotizaciones</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Informes\" target=\"_self\">Informes</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Listado-de-valores\" target=\"_self\">Listado de valores</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Ajustes-Operaciones-Financieras\" target=\"_self\">Ajustes por Operaciones Financieras</a></li><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Warrants/Admisiones\" target=\"_self\">Admisiones</a></li></ul></div></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.meff.es/esp/Derivados-Financieros/Cotizaciones\" target=\"_blank\">Derivados</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Estadisticas\" target=\"_self\">Estadísticas</a></li></ul><ul class=\"menu-list\"><li><a class=\"\" href=\"https://www.bmemarketdata.es/esp/\" target=\"_blank\">Market Data</a></li></ul></div></div></li></ul></li><li><a class=\"\" href=\"/bme-exchange/es/Regulacion/Buscador-Regulacion\" target=\"_self\">Regulación</a></li><li class=\"dropdown\"><a class=\"dropdown-toggle \" href=\"/bme-exchange/es/Para-Inversores\" data-toggle=\"dropdown\" role=\"button\" aria-haspopup=\"true\" aria-expanded=\"false\">Para inversores</a><div class=\"flecha-dropdown\"><div></div><div></div></div><ul class=\"dropdown-menu\" style=\"max-height: 440px; overflow: auto;\"><li class=\"container-fluid\"><div class=\"row\"><a class=\"col-sm-12 dropdown-overview \" href=\"/bme-exchange/es/Para-Inversores\" target=\"_self\"><span class=\"menu-overview-title\">Para inversores</span><span class=\"menu-overview-btn\">Descubre más<span class=\"glyphicon glyphicon-menu-right\"></span></span><span class=\"menu-overview-claim\">Tecnología e innovación al servicio de los inversores</span></a></div><div class=\"row menu-options\"><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Para-Inversores/Institucionales\" target=\"_self\">Institucionales</a></li></ul></div><div class=\"col-sm-2\"><ul class=\"menu-list\"><li><a class=\"\" href=\"/bme-exchange/es/Para-Inversores/Minoristas\" target=\"_self\">Minoristas</a></li></ul></div></div></li></ul></li><li><a class=\"\" href=\"/bme-exchange/es/Formacion\" target=\"_self\">Formación</a></li>\n",
      "                </ul>\n",
      "            </div>\n",
      "        </div></nav>\n",
      "    </header>\n",
      "\n",
      "    \n",
      "\n",
      "\n",
      "<div class=\"container\"><div class=\"row\"><div class=\"col-sm-12\">\n",
      "    \n",
      "<ol id=\"breadcrumbs\" class=\"breadcrumb hidden-print\"><li><a href=\"/bme-exchange/es/Home\" target=\"_self\">Home</a></li><li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones\" target=\"_self\">Mercados y Cotizaciones</a></li><li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Acciones</a></li><li>Mercado Principal</li><li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">Precios</a></li><li class=\"active\"><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">IBEX 35</a></li></ol>\n",
      "<script type=\"application/ld+json\">{\"@context\": \"http://schema.org\",\"@type\": \"BreadcrumbList\",\"itemListElement\":[{\"@type\": \"ListItem\",\"position\": 1,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Home\",\"name\": \"Home\"}},{\"@type\": \"ListItem\",\"position\": 2,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones\",\"name\": \"Mercados y Cotizaciones\"}},{\"@type\": \"ListItem\",\"position\": 3,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\",\"name\": \"Acciones\"}},{\"@type\": \"ListItem\",\"position\": 4,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\",\"name\": \"Precios\"}},{\"@type\": \"ListItem\",\"position\": 5,\"item\":{\"@id\": \"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\",\"name\": \"IBEX 35\"}}]}</script>\n",
      "</div></div></div>\n",
      "\n",
      "    <div class=\"container\"><div class=\"row\"><div class=\"col-lg-8 col-md-9 col-sm-10\">\n",
      "        <h1>Precios</h1>\n",
      "    </div></div></div>\n",
      "\n",
      "<div class=\"container\"><div class=\"row\"><div class=\"col-sm-12\">\n",
      "    \n",
      "</div></div></div>\n",
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      "    \n",
      "\n",
      "\n",
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      "<main id=\"main-content\" class=\"Contenido\">\n",
      "    \n",
      "    \n",
      "<div class=\"container\"><div class=\"row\"><div class=\"col-sm-12\"><div id=\"overlay\"></div><div id=\"root\"><div class=\"form\"><div><div class=\"form-group \"><label for=\"market\">Mercado</label><select id=\"market\" class=\"form-control \"><option value=\"\">-- Seleccione --</option><option value=\"SIBE\">Mercado Continuo</option><option value=\"FloorMadrid\">Corros Madrid</option><option value=\"FloorBarcelona\">Corros Barcelona</option><option value=\"FloorBilbao\">Corros Bilbao</option><option value=\"FloorValencia\">Corros Valencia</option></select></div><div class=\"form-group \"><label for=\"index\">Índice</label><select id=\"index\" class=\"form-control \"><option value=\"ES0SI0000005\">IBEX 35®</option><option value=\"ES0SI0000013\">IBEX MEDIUM CAP®</option><option value=\"ES0SI0000021\">IBEX SMALL CAP®</option><option value=\"ES0SI0000039\">IBEX TOP Dividendo®</option><option value=\"ES0S00000901\">IBEX 35® Bancos</option><option value=\"ES0S00000919\">IBEX 35® Energía</option><option value=\"ES0S00000927\">IBEX 35® Construcción</option><option value=\"ES0S00001586\">IBEX Gender Equality</option><option value=\"ES0S00001594\">IBEX Gender Equality Total Return</option><option value=\"ES0S00001602\">IBEX Gender Equality Net Return</option><option value=\"ES0SI0000641\">FTSE4Good IBEX</option><option value=\"ES0SI0000609\">I.G.B.M.</option><option value=\"ES0SI0000252\">BCN GLOBAL 100 (Base 1986)</option><option value=\"ES0SI0000484\">I.BILBAO 2000</option><option value=\"ES0SI0000492\">I.G.B.V.</option></select></div><div class=\"form-group \"><label for=\"sector\">Sector</label><select id=\"sector\" class=\"form-control \"><option value=\"\">-- Seleccione --</option><option value=\"Sector01\">Petróleo y Energía</option><option value=\"Sector02\">Mat.Basicos, Industria y Construcción</option><option value=\"Sector03\">Bienes de Consumo</option><option value=\"Sector04\">Servicios de Consumo</option><option value=\"Sector05\">Servicios Financieros</option><option value=\"Sector06\">Tecnología y Telecomunicaciones</option><option value=\"Sector07\">Servicios Inmobiliarios</option></select></div></div></div><div class=\"empty-placeholder loading\">&nbsp;<span class=\"sr-only\">Cargando...</span></div></div></div></div></div>\n",
      "\n",
      "\n",
      "\n",
      "</main>\n",
      "\n",
      "\n",
      "    <div id=\"AccionesPag\" class=\"hidden-print home\" data-url=\"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\">\n",
      "\t<div class=\"links\">\n",
      "        <a href=\"#share_in_twitter\" title=\"Compartir en Twitter\" class=\"icon twitter\"></a>\n",
      "        <a href=\"#share_in_whatsapp\" title=\"Enviar por WhatsApp\" class=\"icon whatsapp\"></a>\n",
      "        <a href=\"#share_in_linkedin\" title=\"Compartir en LinkedIn\" class=\"icon linkedin\"></a>\n",
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      "        <a href=\"#share_in_print\" title=\"Imprimir\" class=\"icon print sep\"></a>\n",
      "    </div><a href=\"#share_in_open\" class=\"tirador\">\n",
      "        <span class=\"glyphicon\" aria-hidden=\"true\"></span>\n",
      "    </a>\n",
      "</div>\n",
      "    <a id=\"VolverInicio\" class=\"hidden-print hidden\" href=\"#top\" target=\"_self\"><span class=\"glyphicon glyphicon-chevron-up\" aria-hidden=\"true\"></span></a>\n",
      "    <footer id=\"Pie\" class=\"hidden-print\">\n",
      "        <div id=\"LinksPie\">\n",
      "            <div class=\"container\"><div class=\"row\">\n",
      "                <div class=\"col-lg-7 col-md-12 links\">\n",
      "<div><div class=\"titulo-col-pie\"><span>MERCADO</span></div><ul><li><a href=\"/bme-exchange/es/Negociar/Calendario-Mercado\" target=\"_self\">Calendario de Mercado</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Negociar/Horario-Mercado\" target=\"_self\">Horario de Mercado</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Market-Status\" target=\"_self\">Estado del Mercado</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Negociar/Mercados/Renta-Variable/MIFID-II/Informes-Best-Execution\" target=\"_self\">MiFID II Renta Variable</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Negociar/Mercados/Renta-Fija/MIFID-II/Informes-Best-Execution\" target=\"_self\">MiFID II Renta Fija</a></li>\n",
      "<li><a href=\"https://www.meff.es/esp/MIFID-II\" target=\"_blank\">MiFID II Derivados</a></li>\n",
      "</ul></div><div><div class=\"titulo-col-pie\"><span>LINKS RÁPIDOS</span></div><ul><li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\" target=\"_self\">IBEX 35®</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Operaciones-Financieras/Dividendos\" target=\"_self\">Dividendos</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Negociar/Agenda\" target=\"_self\">Agenda del Inversor</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Analisis-y-Herramientas/Mi-Cartera\" target=\"_self\">Mi Cartera</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Estadisticas/Boletines-Informes\" target=\"_self\">Boletines de cotización</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Mercados-y-Cotizaciones/Estadisticas\" target=\"_self\">Estadísticas</a></li>\n",
      "</ul></div><div><div class=\"titulo-col-pie\"><span>SERVICIOS</span></div><ul><li><a href=\"https://www.bolsasymercados.es/BME_4Companies\" target=\"_blank\">BME 4Companies</a></li>\n",
      "<li><a href=\"https://www.bmeregulatoryservices.es\" target=\"_blank\">BME Regulatory Services</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Negociar/Participantes/Servicios-para-Participantes\" target=\"_self\">Servicios para intermediarios</a></li>\n",
      "<li><a href=\"https://www.bmemarketdata.es\" target=\"_blank\">Market Data</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Espacios-Corporativos\" target=\"_self\">Espacios para Eventos Corporativos</a></li>\n",
      "<li><a href=\"https://www.bolsasymercados.es/esp/Sala-Comunicacion\" target=\"_blank\">Sala de Comunicación BME</a></li>\n",
      "</ul></div>\n",
      "                </div><div class=\"col-lg-5 col-md-12 siguenos\">\n",
      "                    <div>\n",
      "                        <div class=\"titulo-col-pie\"><span>SÍGUENOS:</span></div>\n",
      "                        <div class=\"RRSS\">\n",
      "                            <a href=\"https://twitter.com/bolsabme\" title=\"Twitter\" target=\"_blank\" class=\"icon twitter\"></a>\n",
      "                            <a href=\"https://www.flickr.com/photos/archivobme/\" title=\"Flickr\" target=\"_blank\" class=\"icon flickr\"></a>\n",
      "                            <a href=\"https://www.linkedin.com/company/bolsabme\" title=\"LinkedIn\" target=\"_blank\" class=\"icon linkedin\"></a>\n",
      "                            <a href=\"https://www.youtube.com/@BolsaBME\" title=\"YouTube\" target=\"_blank\" class=\"icon youtube\"></a>\n",
      "                            <a href=\"/bme-exchange/es/RSS\" title=\"RSS\" target=\"_self\" class=\"icon rss\"></a>\n",
      "                         </div>\n",
      "                    </div><div>\n",
      "                        <a class=\"Contacto mover overview-btn blue\" href=\"/bme-exchange/es/Contacto#Informacion-General\">CONTACTO</a>\n",
      "                    </div><div>\n",
      "                        <a href=\"/esp/Home\" target=\"_blank\"><img class=\"Logo\" src=\"/bme-exchange/images/base/BME_logo_white.svg\" alt=\"Logo Bolsas y Mercados Españoles\"></a>\n",
      "                    </div>\n",
      "                </div>\n",
      "            </div></div>\n",
      "        </div>\n",
      "        <div id=\"FranjaPie\">\n",
      "            <ul class=\"list-inline\">\n",
      "                <li>Copyright® BME 2023</li>\n",
      "<li><a href=\"/bme-exchange/es/Disclaimer\" target=\"_self\">Disclaimer</a></li>\n",
      "<li><a href=\"/bme-exchange/es/privacidad/Politica-de-Privacidad\" target=\"_self\">Política de Privacidad</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Politica-de-cookies\" target=\"_self\">Política de cookies</a></li>\n",
      "<li><a href=\"/bme-exchange/es/privacidad/Aviso-Legal\" target=\"_self\">Aviso legal</a></li>\n",
      "<li class=\"first-in-line\"><a href=\"/bme-exchange/es/privacidad/Sistema-de-Informacion\" target=\"_self\">Sistema de Información</a></li>\n",
      "<li><a href=\"/bme-exchange/es/Mapa-Web\" target=\"_self\">Mapa Web</a></li>\n",
      "\n",
      "            </ul>\n",
      "        </div>\n",
      "        <div id=\"testXS\" class=\"visible-xs-block\"></div>\n",
      "    </footer>\n",
      "    <footer id=\"UrlPrint\" class=\"visible-print-block\">\n",
      "        <div class=\"container\"><div class=\"row\">\n",
      "            <div class=\"col-xs-6\">Copyright® BME 2023</div>\n",
      "            <div class=\"col-xs-6 text-right\">[ https://www.bolsasymercados.es/bme-exchange/ ]</div>\n",
      "        </div></div>\n",
      "    </footer>\n",
      "\n",
      "\n",
      "</body></html>\n"
     ]
    }
   ],
   "source": [
    "# Cargamos los drivers de selenium para chrome y visualizamos el codigo fuente de la pagina de Mercado Continuo\n",
    "# ================================================================================================================\n",
    "\n",
    "options = Options()\n",
    "options.add_argument(\"--headless\")\n",
    "driver = webdriver.Chrome(options=options)\n",
    "url = \"https://www.bolsasymercados.es/bme-exchange/es/Mercados-y-Cotizaciones/Acciones/Mercado-Continuo/Precios/ibex-35-ES0SI0000005\"\n",
    "driver.get(url)\n",
    "driver.implicitly_wait(5)\n",
    "content = driver.page_source\n",
    "print(content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ee962d20",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>% Dif.</th>\n",
       "      <th>Máximo</th>\n",
       "      <th>Mínimo</th>\n",
       "      <th>Volumen</th>\n",
       "      <th>Efectivo (miles €)</th>\n",
       "      <th>Fecha</th>\n",
       "      <th>Hora</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ACCIONA</td>\n",
       "      <td>129,8000</td>\n",
       "      <td>-1,18%</td>\n",
       "      <td>131,7500</td>\n",
       "      <td>129,5000</td>\n",
       "      <td>14.124</td>\n",
       "      <td>1.840,91</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ACCIONA ENER</td>\n",
       "      <td>26,6400</td>\n",
       "      <td>-0,97%</td>\n",
       "      <td>26,8400</td>\n",
       "      <td>26,5000</td>\n",
       "      <td>63.077</td>\n",
       "      <td>1.678,44</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:20:40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ACERINOX</td>\n",
       "      <td>9,2200</td>\n",
       "      <td>-1,03%</td>\n",
       "      <td>9,3480</td>\n",
       "      <td>9,1800</td>\n",
       "      <td>241.039</td>\n",
       "      <td>2.221,62</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ACS</td>\n",
       "      <td>31,5100</td>\n",
       "      <td>-0,54%</td>\n",
       "      <td>31,8000</td>\n",
       "      <td>31,5100</td>\n",
       "      <td>19.969</td>\n",
       "      <td>632,45</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AENA</td>\n",
       "      <td>142,9500</td>\n",
       "      <td>-1,14%</td>\n",
       "      <td>145,2500</td>\n",
       "      <td>142,9500</td>\n",
       "      <td>18.768</td>\n",
       "      <td>2.699,14</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>AMADEUS</td>\n",
       "      <td>63,5600</td>\n",
       "      <td>-0,69%</td>\n",
       "      <td>64,1800</td>\n",
       "      <td>63,5600</td>\n",
       "      <td>100.542</td>\n",
       "      <td>6.428,66</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ARCELORMIT.</td>\n",
       "      <td>24,3000</td>\n",
       "      <td>-1,82%</td>\n",
       "      <td>24,8900</td>\n",
       "      <td>24,2600</td>\n",
       "      <td>197.579</td>\n",
       "      <td>4.816,89</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>B.SANTANDER</td>\n",
       "      <td>3,5440</td>\n",
       "      <td>-1,46%</td>\n",
       "      <td>3,6055</td>\n",
       "      <td>3,5425</td>\n",
       "      <td>4.476.655</td>\n",
       "      <td>15.706,65</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>BA.SABADELL</td>\n",
       "      <td>1,0865</td>\n",
       "      <td>-1,41%</td>\n",
       "      <td>1,1030</td>\n",
       "      <td>1,0840</td>\n",
       "      <td>3.086.066</td>\n",
       "      <td>3.368,58</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>BANKINTER</td>\n",
       "      <td>5,9740</td>\n",
       "      <td>-1,74%</td>\n",
       "      <td>6,0760</td>\n",
       "      <td>5,9740</td>\n",
       "      <td>264.576</td>\n",
       "      <td>1.591,28</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>BBVA</td>\n",
       "      <td>7,0700</td>\n",
       "      <td>-1,83%</td>\n",
       "      <td>7,2220</td>\n",
       "      <td>7,0700</td>\n",
       "      <td>1.490.859</td>\n",
       "      <td>10.610,72</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>CAIXABANK</td>\n",
       "      <td>3,8000</td>\n",
       "      <td>-0,55%</td>\n",
       "      <td>3,8350</td>\n",
       "      <td>3,7980</td>\n",
       "      <td>930.535</td>\n",
       "      <td>3.545,43</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>CELLNEX</td>\n",
       "      <td>35,4100</td>\n",
       "      <td>-0,87%</td>\n",
       "      <td>35,7000</td>\n",
       "      <td>35,4100</td>\n",
       "      <td>74.120</td>\n",
       "      <td>2.634,78</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>ENAGAS</td>\n",
       "      <td>15,5400</td>\n",
       "      <td>-1,15%</td>\n",
       "      <td>15,7550</td>\n",
       "      <td>15,5250</td>\n",
       "      <td>242.867</td>\n",
       "      <td>3.789,30</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ENDESA</td>\n",
       "      <td>18,7550</td>\n",
       "      <td>-1,37%</td>\n",
       "      <td>19,0700</td>\n",
       "      <td>18,7550</td>\n",
       "      <td>98.588</td>\n",
       "      <td>1.862,47</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>FERROVIAL SE</td>\n",
       "      <td>29,4700</td>\n",
       "      <td>-1,27%</td>\n",
       "      <td>29,9100</td>\n",
       "      <td>29,4700</td>\n",
       "      <td>35.441</td>\n",
       "      <td>1.050,07</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>FLUIDRA</td>\n",
       "      <td>21,2200</td>\n",
       "      <td>0,38%</td>\n",
       "      <td>21,3200</td>\n",
       "      <td>21,1400</td>\n",
       "      <td>49.848</td>\n",
       "      <td>1.058,58</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:19:01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>GRIFOLS CL.A</td>\n",
       "      <td>13,2900</td>\n",
       "      <td>0,00%</td>\n",
       "      <td>13,3600</td>\n",
       "      <td>13,2200</td>\n",
       "      <td>163.904</td>\n",
       "      <td>2.180,44</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IAG</td>\n",
       "      <td>1,9190</td>\n",
       "      <td>-0,83%</td>\n",
       "      <td>1,9380</td>\n",
       "      <td>1,9180</td>\n",
       "      <td>961.217</td>\n",
       "      <td>1.848,77</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IBERDROLA</td>\n",
       "      <td>10,6850</td>\n",
       "      <td>-1,79%</td>\n",
       "      <td>10,8600</td>\n",
       "      <td>10,6850</td>\n",
       "      <td>1.109.728</td>\n",
       "      <td>11.930,51</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>INDITEX</td>\n",
       "      <td>33,2300</td>\n",
       "      <td>-0,98%</td>\n",
       "      <td>33,7100</td>\n",
       "      <td>33,2300</td>\n",
       "      <td>217.933</td>\n",
       "      <td>7.286,74</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>INDRA A</td>\n",
       "      <td>13,2400</td>\n",
       "      <td>-0,75%</td>\n",
       "      <td>13,4000</td>\n",
       "      <td>13,2400</td>\n",
       "      <td>142.795</td>\n",
       "      <td>1.902,68</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>INM.COLONIAL</td>\n",
       "      <td>5,4100</td>\n",
       "      <td>-2,08%</td>\n",
       "      <td>5,5100</td>\n",
       "      <td>5,3900</td>\n",
       "      <td>274.854</td>\n",
       "      <td>1.493,22</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>LOGISTA</td>\n",
       "      <td>25,0200</td>\n",
       "      <td>-0,16%</td>\n",
       "      <td>25,2800</td>\n",
       "      <td>24,9600</td>\n",
       "      <td>22.892</td>\n",
       "      <td>573,19</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MAPFRE</td>\n",
       "      <td>1,8700</td>\n",
       "      <td>-1,27%</td>\n",
       "      <td>1,8970</td>\n",
       "      <td>1,8700</td>\n",
       "      <td>355.770</td>\n",
       "      <td>669,09</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MELIA HOTELS</td>\n",
       "      <td>6,2300</td>\n",
       "      <td>-0,72%</td>\n",
       "      <td>6,3450</td>\n",
       "      <td>6,2300</td>\n",
       "      <td>137.253</td>\n",
       "      <td>858,96</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MERLIN</td>\n",
       "      <td>8,0650</td>\n",
       "      <td>-2,60%</td>\n",
       "      <td>8,2850</td>\n",
       "      <td>8,0650</td>\n",
       "      <td>93.095</td>\n",
       "      <td>756,55</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>NATURGY</td>\n",
       "      <td>25,9000</td>\n",
       "      <td>-1,15%</td>\n",
       "      <td>26,2000</td>\n",
       "      <td>25,8400</td>\n",
       "      <td>39.134</td>\n",
       "      <td>1.016,20</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:20:06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>REDEIA</td>\n",
       "      <td>14,8300</td>\n",
       "      <td>-1,13%</td>\n",
       "      <td>14,9950</td>\n",
       "      <td>14,8200</td>\n",
       "      <td>116.581</td>\n",
       "      <td>1.735,22</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>REPSOL</td>\n",
       "      <td>13,8550</td>\n",
       "      <td>0,00%</td>\n",
       "      <td>13,9500</td>\n",
       "      <td>13,7850</td>\n",
       "      <td>600.032</td>\n",
       "      <td>8.313,40</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:25:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>ROVI</td>\n",
       "      <td>47,4200</td>\n",
       "      <td>-0,25%</td>\n",
       "      <td>47,9600</td>\n",
       "      <td>47,1600</td>\n",
       "      <td>17.697</td>\n",
       "      <td>843,22</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>SACYR</td>\n",
       "      <td>2,9240</td>\n",
       "      <td>-1,42%</td>\n",
       "      <td>2,9700</td>\n",
       "      <td>2,9200</td>\n",
       "      <td>306.272</td>\n",
       "      <td>901,70</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>SOLARIA</td>\n",
       "      <td>13,3200</td>\n",
       "      <td>-1,33%</td>\n",
       "      <td>13,5400</td>\n",
       "      <td>13,2900</td>\n",
       "      <td>119.897</td>\n",
       "      <td>1.600,89</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:24:08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>TELEFONICA</td>\n",
       "      <td>3,6250</td>\n",
       "      <td>-0,68%</td>\n",
       "      <td>3,6660</td>\n",
       "      <td>3,6220</td>\n",
       "      <td>973.428</td>\n",
       "      <td>3.538,58</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>UNICAJA</td>\n",
       "      <td>1,0260</td>\n",
       "      <td>-1,25%</td>\n",
       "      <td>1,0430</td>\n",
       "      <td>1,0260</td>\n",
       "      <td>1.340.630</td>\n",
       "      <td>1.381,75</td>\n",
       "      <td>15/08/2023</td>\n",
       "      <td>12:23:16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                            % Dif.    Máximo    Mínimo    Volumen  \\\n",
       "0        ACCIONA  129,8000  -1,18%  131,7500  129,5000     14.124   \n",
       "1   ACCIONA ENER   26,6400  -0,97%   26,8400   26,5000     63.077   \n",
       "2       ACERINOX    9,2200  -1,03%    9,3480    9,1800    241.039   \n",
       "3            ACS   31,5100  -0,54%   31,8000   31,5100     19.969   \n",
       "4           AENA  142,9500  -1,14%  145,2500  142,9500     18.768   \n",
       "5        AMADEUS   63,5600  -0,69%   64,1800   63,5600    100.542   \n",
       "6    ARCELORMIT.   24,3000  -1,82%   24,8900   24,2600    197.579   \n",
       "7    B.SANTANDER    3,5440  -1,46%    3,6055    3,5425  4.476.655   \n",
       "8    BA.SABADELL    1,0865  -1,41%    1,1030    1,0840  3.086.066   \n",
       "9      BANKINTER    5,9740  -1,74%    6,0760    5,9740    264.576   \n",
       "10          BBVA    7,0700  -1,83%    7,2220    7,0700  1.490.859   \n",
       "11     CAIXABANK    3,8000  -0,55%    3,8350    3,7980    930.535   \n",
       "12       CELLNEX   35,4100  -0,87%   35,7000   35,4100     74.120   \n",
       "13        ENAGAS   15,5400  -1,15%   15,7550   15,5250    242.867   \n",
       "14        ENDESA   18,7550  -1,37%   19,0700   18,7550     98.588   \n",
       "15  FERROVIAL SE   29,4700  -1,27%   29,9100   29,4700     35.441   \n",
       "16       FLUIDRA   21,2200   0,38%   21,3200   21,1400     49.848   \n",
       "17  GRIFOLS CL.A   13,2900   0,00%   13,3600   13,2200    163.904   \n",
       "18           IAG    1,9190  -0,83%    1,9380    1,9180    961.217   \n",
       "19     IBERDROLA   10,6850  -1,79%   10,8600   10,6850  1.109.728   \n",
       "20       INDITEX   33,2300  -0,98%   33,7100   33,2300    217.933   \n",
       "21       INDRA A   13,2400  -0,75%   13,4000   13,2400    142.795   \n",
       "22  INM.COLONIAL    5,4100  -2,08%    5,5100    5,3900    274.854   \n",
       "23       LOGISTA   25,0200  -0,16%   25,2800   24,9600     22.892   \n",
       "24        MAPFRE    1,8700  -1,27%    1,8970    1,8700    355.770   \n",
       "25  MELIA HOTELS    6,2300  -0,72%    6,3450    6,2300    137.253   \n",
       "26        MERLIN    8,0650  -2,60%    8,2850    8,0650     93.095   \n",
       "27       NATURGY   25,9000  -1,15%   26,2000   25,8400     39.134   \n",
       "28        REDEIA   14,8300  -1,13%   14,9950   14,8200    116.581   \n",
       "29        REPSOL   13,8550   0,00%   13,9500   13,7850    600.032   \n",
       "30          ROVI   47,4200  -0,25%   47,9600   47,1600     17.697   \n",
       "31         SACYR    2,9240  -1,42%    2,9700    2,9200    306.272   \n",
       "32       SOLARIA   13,3200  -1,33%   13,5400   13,2900    119.897   \n",
       "33    TELEFONICA    3,6250  -0,68%    3,6660    3,6220    973.428   \n",
       "34       UNICAJA    1,0260  -1,25%    1,0430    1,0260  1.340.630   \n",
       "\n",
       "   Efectivo (miles €)       Fecha      Hora  \n",
       "0            1.840,91  15/08/2023  12:23:46  \n",
       "1            1.678,44  15/08/2023  12:20:40  \n",
       "2            2.221,62  15/08/2023  12:24:23  \n",
       "3              632,45  15/08/2023  12:24:50  \n",
       "4            2.699,14  15/08/2023  12:25:03  \n",
       "5            6.428,66  15/08/2023  12:25:03  \n",
       "6            4.816,89  15/08/2023  12:23:28  \n",
       "7           15.706,65  15/08/2023  12:24:58  \n",
       "8            3.368,58  15/08/2023  12:23:24  \n",
       "9            1.591,28  15/08/2023  12:24:08  \n",
       "10          10.610,72  15/08/2023  12:25:09  \n",
       "11           3.545,43  15/08/2023  12:24:19  \n",
       "12           2.634,78  15/08/2023  12:24:08  \n",
       "13           3.789,30  15/08/2023  12:24:15  \n",
       "14           1.862,47  15/08/2023  12:23:53  \n",
       "15           1.050,07  15/08/2023  12:24:08  \n",
       "16           1.058,58  15/08/2023  12:19:01  \n",
       "17           2.180,44  15/08/2023  12:25:03  \n",
       "18           1.848,77  15/08/2023  12:23:56  \n",
       "19          11.930,51  15/08/2023  12:25:14  \n",
       "20           7.286,74  15/08/2023  12:24:44  \n",
       "21           1.902,68  15/08/2023  12:23:15  \n",
       "22           1.493,22  15/08/2023  12:23:07  \n",
       "23             573,19  15/08/2023  12:23:05  \n",
       "24             669,09  15/08/2023  12:24:40  \n",
       "25             858,96  15/08/2023  12:23:20  \n",
       "26             756,55  15/08/2023  12:23:05  \n",
       "27           1.016,20  15/08/2023  12:20:06  \n",
       "28           1.735,22  15/08/2023  12:24:58  \n",
       "29           8.313,40  15/08/2023  12:25:10  \n",
       "30             843,22  15/08/2023  12:24:07  \n",
       "31             901,70  15/08/2023  12:23:38  \n",
       "32           1.600,89  15/08/2023  12:24:08  \n",
       "33           3.538,58  15/08/2023  12:23:15  \n",
       "34           1.381,75  15/08/2023  12:23:16  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Visualizamos el contenido y creamos un df con los datos\n",
    "# ===========================================================\n",
    "table = driver.find_element(By.CSS_SELECTOR, 'table[role=\"table\"].shares-table')\n",
    "\n",
    "# Se extraen los headers\n",
    "headers = [header.text for header in table.find_elements(By.TAG_NAME, 'th')]\n",
    "\n",
    "# Se extraen los values\n",
    "values = []\n",
    "rows = table.find_elements(By.TAG_NAME, 'tr')\n",
    "for row in rows[1:]:\n",
    "    row_values = []\n",
    "    for i in row.find_elements(By.TAG_NAME, 'td'):\n",
    "        row_values.append(i.text)\n",
    "    values.append(row_values)\n",
    "\n",
    "df_mercado_continuo = pd.DataFrame(values, columns=headers)\n",
    "df_mercado_continuo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b5b73fc2",
   "metadata": {},
   "outputs": [],
   "source": [
    "driver.quit()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b5094e9",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-info\" role=\"alert\">\n",
    "  <strong>Exercici 2:</strong> \n",
    "    <p> Documenta en un Word el teu conjunt de dades generat amb la informació que tenen els diferents arxius de Kaggle.\n",
    "\n",
    " Per saber més\n",
    "\n",
    "A manera d'exemple del que es demana pots consultar aquest enllaç:\n",
    "\n",
    "->https://www.kaggle.com/datasets/vivovinco/20212022-football-team-stats.</p>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "792cb721",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "QUOTES TO SCRAP\n",
      "'Quotes to scrap' es un sitio web ficticio creado con el propósito de proporcionar ejemplos y práctica para el scraping de datos web.\n",
      "La web contiene una colección de 100 citas (quotes) de varios autores famosos con respetivos géneros y etiquetas y divididas en 10 página.\n",
      "El sitio es utilizado con fines de práctica, especialmente para aprender a realizar web scraping de manera ética y respetuosa de los términos de uso de un sitio web.\n",
      "Finalmente se crea un df_quotes que contiene las columnas:\n",
      "-\tQuote: contiene todas las cuotes incluidas en las 10 páginas.\n",
      "-\tAuthor: contiene los datos de los autores de dichas cuotes.\n",
      "-\tTags: contiene las etiquetas referentes a las cuotes. \n",
      "\n",
      "BOLSA MADRID\n",
      "La página de la Bolsa de Madrid, que forma parte de BME Exchange, está dividida en varias secciones, incluyendo 'Negociar', 'Índices', 'Mercados y Cotizaciones', 'Regulación' y 'Para inversores'. \n",
      "En la sección 'Índices' cuyos datos han sido analizados se puede encontrar información sobre el índice IBEX 35, que es el principal índice bursátil de referencia de la Bolsa española. \n",
      "En la sección 'Mercados y Cotizaciones' se puede encontrar información sobre los diferentes mercados y productos financieros disponibles para negociar en la Bolsa de Madrid, incluyendo acciones, renta fija, ETFs, warrants y derivados.\n",
      "El Mercado Continuo que también hemos explorado, es un sistema electrónico de negociación de valores que permite la compraventa de acciones y otros productos financieros en tiempo real durante todo el día.\n",
      "Finalmente, se crea un df con los datos de esta sección, compuesto las siguientes columnas:\n",
      "-\tÚltimo: El último precio al que se ha negociado una acción en el mercado.\n",
      "-\t% Dif.: El porcentaje de cambio en el precio de la acción desde el cierre del día anterior.\n",
      "-\tMáximo: El precio más alto al que se ha negociado una acción durante el día.\n",
      "-\tMínimo: El precio más bajo al que se ha negociado una acción durante el día.\n",
      "-\tVolumen: El número total de acciones negociadas durante el día.\n",
      "-\tEfectivo (miles euros): El valor total de las acciones negociadas durante el día, expresado en miles de euros.\n",
      "-\tFecha: La fecha en la que se registraron los datos de la tabla.\n",
      "-\tHora: La hora en la que se registraron los datos de la tabla.\n",
      "\n",
      "Current time:  2023-08-15 12:40:00.863621\n"
     ]
    }
   ],
   "source": [
    "# Visualizamos los datos de un file de texto recien creado\n",
    "# ===========================================================\n",
    "with open('C:/Users/ASUSPC/IT_academy/Tasca_M10/resumen.txt', 'r', encoding='utf-8') as file:\n",
    "    contenido = file.read()\n",
    "    \n",
    "print(contenido)\n",
    "\n",
    "# Añadimos el Datetime para tener el horario actualizado de la operacion\n",
    "current_datetime = datetime.datetime.now()\n",
    "\n",
    "print(\"Current time: \", current_datetime)\n",
    "\n",
    "# Creamos un pdf\n",
    "pdf = FPDF(format='letter')\n",
    "pdf.add_page()\n",
    "pdf.set_font(\"Arial\", size=12)\n",
    "\n",
    "pdf.multi_cell(0, 10, contenido, align='J')\n",
    "pdf.ln(10)\n",
    "pdf.set_font(\"Arial\", size=10, style='I')\n",
    "pdf.cell(0, 10, \"Current Datetime: \" + str(current_datetime), ln=True, align='J')\n",
    "\n",
    "pdf_filename = 'resumen.pdf'\n",
    "pdf.output(pdf_filename)\n",
    "\n",
    "# Creamos un Word\n",
    "doc = Document()\n",
    "doc.add_paragraph(contenido)\n",
    "doc.add_paragraph(\"Current Datetime: \" + str(current_datetime))\n",
    "\n",
    "doc_filename = 'resumen.docx'\n",
    "doc.save(doc_filename)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79fde6f3",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-info\" role=\"alert\">\n",
    "  <strong>Exercici 3:</strong> \n",
    "    <p> Tria una pàgina web que tu vulguis i realitza web scraping mitjançant la llibreria Selenium primer i Scrapy després. </p>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "f4edaa90",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>ARZOPA Monitor Portatil, G1 Game 15.6 Pulgadas...</td>\n",
       "      <td>139,99</td>\n",
       "      <td>780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>KOORUI Monitor Portátil de 15,6 Pulgadas 1080P...</td>\n",
       "      <td>99,99</td>\n",
       "      <td>2.962</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>ARZOPA Monitor portátil, 15.6\" 100% sRGB FHD 1...</td>\n",
       "      <td>209,99</td>\n",
       "      <td>718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>ASUS ZenScreen MB166C - Monitor portátil USB d...</td>\n",
       "      <td>159,99</td>\n",
       "      <td>1.093</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NEOFYTE by ARZOPA Monitor portátil, 14 Pulgada...</td>\n",
       "      <td>119,99</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>UPERFECT Monitor Portátil 2K, Monitor Portátil...</td>\n",
       "      <td>219,99</td>\n",
       "      <td>752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Teamgee Monitor portátil computadora portátil,...</td>\n",
       "      <td>389,99</td>\n",
       "      <td>650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>UPERFECT Monitor Portátil 18.5 Pulgadas 120Hz ...</td>\n",
       "      <td>299,99</td>\n",
       "      <td>1.896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Monitor Portátil 2K 16 Pulgadas, Pantalla UPER...</td>\n",
       "      <td>219,99</td>\n",
       "      <td>1.538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ASUS ZenScreen MB165B Monitor Portátil USB, 15...</td>\n",
       "      <td>129,99</td>\n",
       "      <td>263</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>OFIYAA 11,6 Pulgadas Monitor Portatil, 1366x76...</td>\n",
       "      <td>69,99</td>\n",
       "      <td>69,99€</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>ViewSonic VG1655 Monitor portátil de 16\" Full ...</td>\n",
       "      <td>299,00</td>\n",
       "      <td>1.231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Lenovo L15 Monitor Portátil, FHD, IPS, 60 Hz, ...</td>\n",
       "      <td>226,52</td>\n",
       "      <td>1.501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>ADPOP Monitor Portatil 15.6'' FHD 1080P IPS Po...</td>\n",
       "      <td>98,99</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>UYY 16,1\" Monitor Portátil 2023 FHD 1920X1080,...</td>\n",
       "      <td>199,99</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Monitor portátil, Monitor HDMI y VGA ELECROW d...</td>\n",
       "      <td>134,99</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Bimawen 18.5 Pulgadas Monitor portátil Ultra S...</td>\n",
       "      <td>299,00</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>CAMECHO Monitor Portátil Pantalla Táctil de 10...</td>\n",
       "      <td>89,99</td>\n",
       "      <td>293</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Beyi - Pantalla TFT LCD de 7 pulgadas, entrada...</td>\n",
       "      <td>79,89</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...</td>\n",
       "      <td>249,99</td>\n",
       "      <td>344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Monitor Portatil Tactil 11.6\" Kenowa monitor p...</td>\n",
       "      <td>119,99</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Bunosdias Monitor Portátil 11.6 Pulgadas, Bril...</td>\n",
       "      <td>67,99</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>COOLHOOD Monitor Portátil 17,3 Pulgadas Pantal...</td>\n",
       "      <td>209,99</td>\n",
       "      <td>224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Monitor Portatil Tactil de 15 Pulgadas, Pantal...</td>\n",
       "      <td>199,99</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>KEFEYA Triple Pantalla para Portatil, Monitor ...</td>\n",
       "      <td>329,99</td>\n",
       "      <td>521</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Beumons Pantalla Táctil para Raspberry Pi 7.0 ...</td>\n",
       "      <td>59,99</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>ASUS MB166B Monitor Portátil ZenScreen, USB de...</td>\n",
       "      <td>160,60</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...</td>\n",
       "      <td>186,99</td>\n",
       "      <td>496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>UPERFECT Monitor Portátil, 15,6 Pulgadas Panta...</td>\n",
       "      <td>159,99</td>\n",
       "      <td>239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>ASUS ROG Strix XG16AHP - Monitor de Gaming por...</td>\n",
       "      <td>442,00</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>ASUS ZenScreen MB14AC - Monitor portátil de 14...</td>\n",
       "      <td>209,72</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Bnztruk Monitor portátil táctil 15,6\" HDR IPS ...</td>\n",
       "      <td>159,99</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>KOORUI Monitor de 24\" Full HD (1920 x 1080, 24...</td>\n",
       "      <td>103,52</td>\n",
       "      <td>1.482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Intehill Monitor Portátil Table Monitor Portát...</td>\n",
       "      <td>229,99</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Naievear Monitor portátil, 14.1 pulgadas FHD 1...</td>\n",
       "      <td>179,00</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>ASUS ZenScreen MB249C - Monitor portátil de 23...</td>\n",
       "      <td>388,81</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>WIMAXIT Monitor de Pantalla táctil portátil de...</td>\n",
       "      <td>149,99</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Pisichen Monitor portátil de 11,6 pulgadas Ful...</td>\n",
       "      <td>109,99</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Mini Monitor 10,1 pulgadas,1280 x 800 pantalla...</td>\n",
       "      <td>69,99</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>EVICIV 18,5 Pulgadas Monitor Portatil, Pantall...</td>\n",
       "      <td>275,99</td>\n",
       "      <td>1.385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Monitor Portátil de 15,6\" FHD 1080P, Monitor d...</td>\n",
       "      <td>149,99</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>ASHATA Monitor Portátil para Computadora Portá...</td>\n",
       "      <td>377,30</td>\n",
       "      <td>377,30€</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Title   Price   Review\n",
       "0   ARZOPA Monitor portátil S1 Table Monitor portá...  179,99    4.735\n",
       "1   Monitor Portatil - KOORUI Pantalla Portatil de...   99,99    1.679\n",
       "2   MSI PRO MP161 - Monitor Portátil Profesional 1...  169,00    1.093\n",
       "3   Monitor Portátil - Yodoit Pantalla Portatil de...  129,99      119\n",
       "4   CUIUIC Monitor portátil de 15,6 Pulgadas con P...  129,99      131\n",
       "5   ARZOPA Monitor Portatil, G1 Game 15.6 Pulgadas...  139,99      780\n",
       "6   KOORUI Monitor Portátil de 15,6 Pulgadas 1080P...   99,99    2.962\n",
       "7   ARZOPA Monitor portátil, 15.6\" 100% sRGB FHD 1...  209,99      718\n",
       "8   ASUS ZenScreen MB166C - Monitor portátil USB d...  159,99    1.093\n",
       "9   NEOFYTE by ARZOPA Monitor portátil, 14 Pulgada...  119,99      200\n",
       "10  UPERFECT Monitor Portátil 2K, Monitor Portátil...  219,99      752\n",
       "11  Teamgee Monitor portátil computadora portátil,...  389,99      650\n",
       "12  UPERFECT Monitor Portátil 18.5 Pulgadas 120Hz ...  299,99    1.896\n",
       "13  Monitor Portátil 2K 16 Pulgadas, Pantalla UPER...  219,99    1.538\n",
       "14  ASUS ZenScreen MB165B Monitor Portátil USB, 15...  129,99      263\n",
       "15  OFIYAA 11,6 Pulgadas Monitor Portatil, 1366x76...   69,99   69,99€\n",
       "16  ViewSonic VG1655 Monitor portátil de 16\" Full ...  299,00    1.231\n",
       "17  Lenovo L15 Monitor Portátil, FHD, IPS, 60 Hz, ...  226,52    1.501\n",
       "18  ADPOP Monitor Portatil 15.6'' FHD 1080P IPS Po...   98,99      158\n",
       "19  UYY 16,1\" Monitor Portátil 2023 FHD 1920X1080,...  199,99       35\n",
       "20  Monitor portátil, Monitor HDMI y VGA ELECROW d...  134,99       48\n",
       "21  Bimawen 18.5 Pulgadas Monitor portátil Ultra S...  299,00      137\n",
       "22  CAMECHO Monitor Portátil Pantalla Táctil de 10...   89,99      293\n",
       "23  Beyi - Pantalla TFT LCD de 7 pulgadas, entrada...   79,89        3\n",
       "24  EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...  249,99      344\n",
       "25  Monitor Portatil Tactil 11.6\" Kenowa monitor p...  119,99       20\n",
       "26  Bunosdias Monitor Portátil 11.6 Pulgadas, Bril...   67,99        1\n",
       "27  COOLHOOD Monitor Portátil 17,3 Pulgadas Pantal...  209,99      224\n",
       "28  Monitor Portatil Tactil de 15 Pulgadas, Pantal...  199,99      200\n",
       "29  KEFEYA Triple Pantalla para Portatil, Monitor ...  329,99      521\n",
       "30  Beumons Pantalla Táctil para Raspberry Pi 7.0 ...   59,99       18\n",
       "31  ASUS MB166B Monitor Portátil ZenScreen, USB de...  160,60       17\n",
       "32  UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...  186,99      496\n",
       "33  UPERFECT Monitor Portátil, 15,6 Pulgadas Panta...  159,99      239\n",
       "34  ASUS ROG Strix XG16AHP - Monitor de Gaming por...  442,00       57\n",
       "35  ASUS ZenScreen MB14AC - Monitor portátil de 14...  209,72      107\n",
       "36  Bnztruk Monitor portátil táctil 15,6\" HDR IPS ...  159,99        6\n",
       "37  KOORUI Monitor de 24\" Full HD (1920 x 1080, 24...  103,52    1.482\n",
       "38  Intehill Monitor Portátil Table Monitor Portát...  229,99        2\n",
       "39  Naievear Monitor portátil, 14.1 pulgadas FHD 1...  179,00       46\n",
       "40  ASUS ZenScreen MB249C - Monitor portátil de 23...  388,81        2\n",
       "41  WIMAXIT Monitor de Pantalla táctil portátil de...  149,99       37\n",
       "42  Pisichen Monitor portátil de 11,6 pulgadas Ful...  109,99       43\n",
       "43  Mini Monitor 10,1 pulgadas,1280 x 800 pantalla...   69,99      159\n",
       "44  EVICIV 18,5 Pulgadas Monitor Portatil, Pantall...  275,99    1.385\n",
       "45  Monitor Portátil de 15,6\" FHD 1080P, Monitor d...  149,99       31\n",
       "46  ASHATA Monitor Portátil para Computadora Portá...  377,30  377,30€"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cargamos los drivers de selenium para chrome y hacemos scraping the precio y total reviews de monitores portatiles en Amazon\n",
    "# ===========================================================================================================================\n",
    "\n",
    "options = Options()\n",
    "options.add_argument(\"--headless\")\n",
    "browser = webdriver.Chrome(options=options)\n",
    "url = 'https://www.amazon.es/s?k=monitor+port%C3%A1til&crid=2VUJFUHL6QAPZ&sprefix=%2Caps%2C107&ref=nb_sb_ss_recent_1_0_recent'\n",
    "browser.get(url)\n",
    "browser.maximize_window()\n",
    "\n",
    "result_items = browser.find_elements(\n",
    "    by=By.CSS_SELECTOR,\n",
    "    value='.s-result-item'\n",
    ")\n",
    "\n",
    "data = []\n",
    "\n",
    "for product in result_items:\n",
    "    try:\n",
    "        product_title = product.find_element(\n",
    "            by=By.CSS_SELECTOR,\n",
    "            value='.s-title-instructions-style'\n",
    "        )\n",
    "    except NoSuchElementException:\n",
    "        continue\n",
    "\n",
    "    try:\n",
    "        product_price_element = product.find_element(\n",
    "            by=By.CSS_SELECTOR,\n",
    "            value='.a-price-whole'\n",
    "        )\n",
    "    except NoSuchElementException:\n",
    "        continue\n",
    "\n",
    "    product_price = product_price_element.text\n",
    "\n",
    "    try:\n",
    "        product_review_element = product.find_element(\n",
    "            by=By.CSS_SELECTOR,\n",
    "            value='.a-size-base.s-underline-text'\n",
    "        )\n",
    "    except NoSuchElementException:\n",
    "        continue\n",
    "\n",
    "    product_review = product_review_element.text\n",
    "    \n",
    "    data.append({\n",
    "        'Title': product_title.text,\n",
    "        'Price': product_price,\n",
    "        'Review': product_review\n",
    "    })\n",
    "\n",
    "browser.quit()\n",
    "\n",
    "df_amazon = pd.DataFrame(data)\n",
    "\n",
    "df_amazon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b46d486d",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-08-15 12:40:40 [scrapy.utils.log] INFO: Scrapy 2.8.0 started (bot: scrapybot)\n",
      "2023-08-15 12:40:40 [scrapy.utils.log] INFO: Versions: lxml 4.9.2.0, libxml2 2.10.3, cssselect 1.1.0, parsel 1.6.0, w3lib 1.21.0, Twisted 22.10.0, Python 3.11.3 | packaged by Anaconda, Inc. | (main, Apr 19 2023, 23:46:34) [MSC v.1916 64 bit (AMD64)], pyOpenSSL 23.0.0 (OpenSSL 1.1.1u  30 May 2023), cryptography 39.0.1, Platform Windows-10-10.0.19045-SP0\n",
      "2023-08-15 12:40:40 [scrapy.crawler] INFO: Overridden settings:\n",
      "{'CONCURRENT_REQUESTS': 1,\n",
      " 'DOWNLOAD_DELAY': 5,\n",
      " 'USER_AGENT': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 '\n",
      "               '(KHTML, like Gecko) Chrome/109.0.0.0 Safari/537.36'}\n",
      "2023-08-15 12:40:40 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.selectreactor.SelectReactor\n",
      "2023-08-15 12:40:40 [scrapy.extensions.telnet] INFO: Telnet Password: 479ecbf50b572a06\n",
      "2023-08-15 12:40:40 [scrapy.middleware] INFO: Enabled extensions:\n",
      "['scrapy.extensions.corestats.CoreStats',\n",
      " 'scrapy.extensions.telnet.TelnetConsole',\n",
      " 'scrapy.extensions.logstats.LogStats']\n",
      "2023-08-15 12:40:41 [scrapy.middleware] INFO: Enabled downloader middlewares:\n",
      "['scrapy.downloadermiddlewares.httpauth.HttpAuthMiddleware',\n",
      " 'scrapy.downloadermiddlewares.downloadtimeout.DownloadTimeoutMiddleware',\n",
      " 'scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware',\n",
      " 'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware',\n",
      " 'scrapy.downloadermiddlewares.retry.RetryMiddleware',\n",
      " 'scrapy.downloadermiddlewares.redirect.MetaRefreshMiddleware',\n",
      " 'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware',\n",
      " 'scrapy.downloadermiddlewares.redirect.RedirectMiddleware',\n",
      " 'scrapy.downloadermiddlewares.cookies.CookiesMiddleware',\n",
      " 'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware',\n",
      " 'scrapy.downloadermiddlewares.stats.DownloaderStats']\n",
      "2023-08-15 12:40:41 [scrapy.middleware] INFO: Enabled spider middlewares:\n",
      "['scrapy.spidermiddlewares.httperror.HttpErrorMiddleware',\n",
      " 'scrapy.spidermiddlewares.offsite.OffsiteMiddleware',\n",
      " 'scrapy.spidermiddlewares.referer.RefererMiddleware',\n",
      " 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware',\n",
      " 'scrapy.spidermiddlewares.depth.DepthMiddleware']\n",
      "2023-08-15 12:40:41 [scrapy.middleware] INFO: Enabled item pipelines:\n",
      "[]\n",
      "2023-08-15 12:40:41 [scrapy.core.engine] INFO: Spider opened\n",
      "2023-08-15 12:40:41 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)\n",
      "2023-08-15 12:40:41 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6023\n",
      "2023-08-15 12:40:42 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://www.amazon.es/s?k=monitor+port%C3%A1til&crid=2VUJFUHL6QAPZ&sprefix=%2Caps%2C107&ref=nb_sb_ss_recent_1_0_recent> (referer: None)\n",
      "2023-08-15 12:40:42 [scrapy.core.engine] INFO: Closing spider (finished)\n",
      "2023-08-15 12:40:42 [scrapy.statscollectors] INFO: Dumping Scrapy stats:\n",
      "{'downloader/request_bytes': 396,\n",
      " 'downloader/request_count': 1,\n",
      " 'downloader/request_method_count/GET': 1,\n",
      " 'downloader/response_bytes': 206482,\n",
      " 'downloader/response_count': 1,\n",
      " 'downloader/response_status_count/200': 1,\n",
      " 'elapsed_time_seconds': 1.365301,\n",
      " 'finish_reason': 'finished',\n",
      " 'finish_time': datetime.datetime(2023, 8, 15, 10, 40, 42, 710813),\n",
      " 'httpcompression/response_bytes': 1241379,\n",
      " 'httpcompression/response_count': 1,\n",
      " 'log_count/DEBUG': 2,\n",
      " 'log_count/INFO': 10,\n",
      " 'response_received_count': 1,\n",
      " 'scheduler/dequeued': 1,\n",
      " 'scheduler/dequeued/memory': 1,\n",
      " 'scheduler/enqueued': 1,\n",
      " 'scheduler/enqueued/memory': 1,\n",
      " 'start_time': datetime.datetime(2023, 8, 15, 10, 40, 41, 345512)}\n",
      "2023-08-15 12:40:42 [scrapy.core.engine] INFO: Spider closed (finished)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>price</th>\n",
       "      <th>rating</th>\n",
       "      <th>reviews</th>\n",
       "      <th>coupon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ARZOPA Monitor portátil S1 Table Monitor portá...</td>\n",
       "      <td>179,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>4.735</td>\n",
       "      <td>Cupón con un 70,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>ARZOPA Monitor portátil S1 Table Monitor portá...</td>\n",
       "      <td>179,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>4.735</td>\n",
       "      <td>Cupón con un 70,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...</td>\n",
       "      <td>186,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>496</td>\n",
       "      <td>Cupón con un 10,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...</td>\n",
       "      <td>186,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>496</td>\n",
       "      <td>Cupón con un 10,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>ARZOPA 17.3 Pulgadas Monitor, 1080 FHD Pantall...</td>\n",
       "      <td>299,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>718</td>\n",
       "      <td>Cupón con un 100,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...</td>\n",
       "      <td>249,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>344</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>CUIUIC Monitor portátil de 15,6 Pulgadas con P...</td>\n",
       "      <td>129,99</td>\n",
       "      <td>4,6 de 5 estrellas</td>\n",
       "      <td>131</td>\n",
       "      <td>Cupón con un 40,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>ARZOPA Monitor portátil, 15.6\" 100% sRGB FHD 1...</td>\n",
       "      <td>209,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>718</td>\n",
       "      <td>Cupón con un 100,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>NEOFYTE by ARZOPA Monitor portátil, 14 Pulgada...</td>\n",
       "      <td>119,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>200</td>\n",
       "      <td>Cupón con un 20,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>UPERFECT Monitor Portátil 2K, Monitor Portátil...</td>\n",
       "      <td>219,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>752</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Teamgee Monitor portátil computadora portátil,...</td>\n",
       "      <td>389,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>650</td>\n",
       "      <td>Cupón con un 40,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>ARZOPA 17.3 Pulgadas Monitor, 1080 FHD Pantall...</td>\n",
       "      <td>299,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>718</td>\n",
       "      <td>Cupón con un 100,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...</td>\n",
       "      <td>186,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>496</td>\n",
       "      <td>Cupón con un 10,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>EVICIV Monitor Portatil 18,5 Pulgadas 120Hz, P...</td>\n",
       "      <td>295,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>129</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>UPERFECT Monitor Portátil 18.5 Pulgadas 120Hz ...</td>\n",
       "      <td>299,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>1.896</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Monitor Portátil 2K 16 Pulgadas, Pantalla UPER...</td>\n",
       "      <td>219,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>1.538</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>UYY 16,1\" Monitor Portátil 2023 FHD 1920X1080,...</td>\n",
       "      <td>199,99</td>\n",
       "      <td>5,0 de 5 estrellas</td>\n",
       "      <td>35</td>\n",
       "      <td>Cupón con un 60,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...</td>\n",
       "      <td>249,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>344</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...</td>\n",
       "      <td>249,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>344</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>EVICIV Monitor Portatil, 17,3 Pulgadas 2K 144 ...</td>\n",
       "      <td>329,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>1.385</td>\n",
       "      <td>Cupón con un 50,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Monitor Portatil Tactil de 15 Pulgadas, Pantal...</td>\n",
       "      <td>199,99</td>\n",
       "      <td>4,2 de 5 estrellas</td>\n",
       "      <td>200</td>\n",
       "      <td>Cupón con un 50,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...</td>\n",
       "      <td>186,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>496</td>\n",
       "      <td>Cupón con un 10,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>UPERFECT Monitor Portátil, 15,6 Pulgadas Panta...</td>\n",
       "      <td>159,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>239</td>\n",
       "      <td>Cupón con un 20,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Intehill Monitor Portátil Table Monitor Portát...</td>\n",
       "      <td>229,99</td>\n",
       "      <td>4,5 de 5 estrellas</td>\n",
       "      <td>2</td>\n",
       "      <td>Cupón con un 20,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Pisichen Monitor portátil de 11,6 pulgadas Ful...</td>\n",
       "      <td>109,99</td>\n",
       "      <td>4,0 de 5 estrellas</td>\n",
       "      <td>43</td>\n",
       "      <td>Cupón con un 20,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>EVICIV 18,5 Pulgadas Monitor Portatil, Pantall...</td>\n",
       "      <td>275,99</td>\n",
       "      <td>4,4 de 5 estrellas</td>\n",
       "      <td>1.385</td>\n",
       "      <td>Cupón con un 30,00 € de descuento</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Monitor Portátil de 15,6\" FHD 1080P, Monitor d...</td>\n",
       "      <td>149,99</td>\n",
       "      <td>4,7 de 5 estrellas</td>\n",
       "      <td>31</td>\n",
       "      <td>Cupón con un 5 % de descuento</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                title   price  \\\n",
       "3   ARZOPA Monitor portátil S1 Table Monitor portá...  179,99   \n",
       "6   ARZOPA Monitor portátil S1 Table Monitor portá...  179,99   \n",
       "9   UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...  186,99   \n",
       "10  UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...  186,99   \n",
       "12  ARZOPA 17.3 Pulgadas Monitor, 1080 FHD Pantall...  299,99   \n",
       "14  EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...  249,99   \n",
       "18  CUIUIC Monitor portátil de 15,6 Pulgadas con P...  129,99   \n",
       "21  ARZOPA Monitor portátil, 15.6\" 100% sRGB FHD 1...  209,99   \n",
       "23  NEOFYTE by ARZOPA Monitor portátil, 14 Pulgada...  119,99   \n",
       "24  UPERFECT Monitor Portátil 2K, Monitor Portátil...  219,99   \n",
       "25  Teamgee Monitor portátil computadora portátil,...  389,99   \n",
       "26  ARZOPA 17.3 Pulgadas Monitor, 1080 FHD Pantall...  299,99   \n",
       "27  UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...  186,99   \n",
       "28  EVICIV Monitor Portatil 18,5 Pulgadas 120Hz, P...  295,99   \n",
       "29  UPERFECT Monitor Portátil 18.5 Pulgadas 120Hz ...  299,99   \n",
       "30  Monitor Portátil 2K 16 Pulgadas, Pantalla UPER...  219,99   \n",
       "36  UYY 16,1\" Monitor Portátil 2023 FHD 1920X1080,...  199,99   \n",
       "41  EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...  249,99   \n",
       "42  EVICIV Monitor Portatil 16 Pulgadas 2K 120Hz C...  249,99   \n",
       "44  EVICIV Monitor Portatil, 17,3 Pulgadas 2K 144 ...  329,99   \n",
       "49  Monitor Portatil Tactil de 15 Pulgadas, Pantal...  199,99   \n",
       "53  UPERFECT Monitor Portatil, 16 Pulgadas 2K Pant...  186,99   \n",
       "54  UPERFECT Monitor Portátil, 15,6 Pulgadas Panta...  159,99   \n",
       "60  Intehill Monitor Portátil Table Monitor Portát...  229,99   \n",
       "64  Pisichen Monitor portátil de 11,6 pulgadas Ful...  109,99   \n",
       "66  EVICIV 18,5 Pulgadas Monitor Portatil, Pantall...  275,99   \n",
       "67  Monitor Portátil de 15,6\" FHD 1080P, Monitor d...  149,99   \n",
       "\n",
       "                rating reviews                              coupon  \n",
       "3   4,5 de 5 estrellas   4.735   Cupón con un 70,00 € de descuento  \n",
       "6   4,5 de 5 estrellas   4.735   Cupón con un 70,00 € de descuento  \n",
       "9   4,5 de 5 estrellas     496   Cupón con un 10,00 € de descuento  \n",
       "10  4,5 de 5 estrellas     496   Cupón con un 10,00 € de descuento  \n",
       "12  4,5 de 5 estrellas     718  Cupón con un 100,00 € de descuento  \n",
       "14  4,4 de 5 estrellas     344   Cupón con un 30,00 € de descuento  \n",
       "18  4,6 de 5 estrellas     131   Cupón con un 40,00 € de descuento  \n",
       "21  4,5 de 5 estrellas     718  Cupón con un 100,00 € de descuento  \n",
       "23  4,4 de 5 estrellas     200   Cupón con un 20,00 € de descuento  \n",
       "24  4,5 de 5 estrellas     752   Cupón con un 30,00 € de descuento  \n",
       "25  4,4 de 5 estrellas     650   Cupón con un 40,00 € de descuento  \n",
       "26  4,5 de 5 estrellas     718  Cupón con un 100,00 € de descuento  \n",
       "27  4,5 de 5 estrellas     496   Cupón con un 10,00 € de descuento  \n",
       "28  4,4 de 5 estrellas     129   Cupón con un 30,00 € de descuento  \n",
       "29  4,5 de 5 estrellas   1.896   Cupón con un 30,00 € de descuento  \n",
       "30  4,5 de 5 estrellas   1.538   Cupón con un 30,00 € de descuento  \n",
       "36  5,0 de 5 estrellas      35   Cupón con un 60,00 € de descuento  \n",
       "41  4,4 de 5 estrellas     344   Cupón con un 30,00 € de descuento  \n",
       "42  4,4 de 5 estrellas     344   Cupón con un 30,00 € de descuento  \n",
       "44  4,4 de 5 estrellas   1.385   Cupón con un 50,00 € de descuento  \n",
       "49  4,2 de 5 estrellas     200   Cupón con un 50,00 € de descuento  \n",
       "53  4,5 de 5 estrellas     496   Cupón con un 10,00 € de descuento  \n",
       "54  4,5 de 5 estrellas     239   Cupón con un 20,00 € de descuento  \n",
       "60  4,5 de 5 estrellas       2   Cupón con un 20,00 € de descuento  \n",
       "64  4,0 de 5 estrellas      43   Cupón con un 20,00 € de descuento  \n",
       "66  4,4 de 5 estrellas   1.385   Cupón con un 30,00 € de descuento  \n",
       "67  4,7 de 5 estrellas      31       Cupón con un 5 % de descuento  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Creamos un spider basico para extraer precios y datos de monitores portatiles de Amazon con Scrapy\n",
    "# Visualizamos solamente los monitores que tengan algun tipo de descuento\n",
    "# ===================================================================================================\n",
    "\n",
    "results = []\n",
    "\n",
    "class AmazonSpider(scrapy.Spider):\n",
    "    name = \"amazon\"\n",
    "    start_urls = [\"https://www.amazon.es/s?k=monitor+port%C3%A1til&crid=2VUJFUHL6QAPZ&sprefix=%2Caps%2C107&ref=nb_sb_ss_recent_1_0_recent\"]\n",
    "    custom_settings = {\n",
    "            \"USER_AGENT\": \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/109.0.0.0 Safari/537.36\",\n",
    "            \"CONCURRENT_REQUESTS\": 1,\n",
    "            \"DOWNLOAD_DELAY\": 5\n",
    "        }\n",
    "    \n",
    "\n",
    "    def parse(self, response):\n",
    "        for product in response.css(\".s-result-item\"):\n",
    "            data = {\n",
    "                \"title\": product.css(\".a-link-normal .a-text-normal::text\").get(),\n",
    "                \"price\": product.css(\".a-price .a-price-whole::text\").get(),\n",
    "                \"rating\": product.css(\".a-icon .a-icon-alt::text\").get(),\n",
    "                \"reviews\": product.css(\".a-link-normal .a-size-base::text\").get(),\n",
    "                \"coupon\" : product.css(\".s-coupon-unclipped .a-size-base::text\").get()\n",
    "                }\n",
    "            results.append(data)\n",
    "\n",
    "process = CrawlerProcess(get_project_settings())\n",
    "process.crawl(AmazonSpider)\n",
    "process.start()\n",
    "\n",
    "df_amazon_final = pd.DataFrame(results)\n",
    "df_amazon_final[df_amazon_final[\"coupon\"].notnull()]"
   ]
  }
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