audible_matchmaker_scraping.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This file is written leveraging a tutorial available here:\n",
    "https://dev.to/lewiskori/introduction-to-web-scraping-with-python-24li"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's import the libraries we'll need for this:  requests and BeautifulSoup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install bs4\n",
    "\n",
    "import requests\n",
    "from bs4 import BeautifulSoup"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll now configure a default Firefox agent type for the requests engine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# configure user agent\n",
    "header = {'User-Agent': 'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.9.0.7) Gecko/2009021910 Firefox/3.0.7'}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With that set, let's set the URL we'll be scraping from:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# configure base URL\n",
    "base_url = \"https://www.amazon.com/hz/audible/matchmaker?_encoding=UTF8&ref_=wfv_featuredoc_mm\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll pull down the file hosted at that endpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create initial request and save response object\n",
    "r = requests.get(base_url, headers=header)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's check that the requests was successful.  We should see a 200 (HTTP response code) when we print the value of our requests object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<Response [200]>\n"
     ]
    }
   ],
   "source": [
    "print(r)"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Alright, we've inspected the page in Firefox as follows.  Note the location in the DOM that we're after:\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's copy the CSS Path so we get it:  \n",
    "\n",
    "html.a-ws.a-js.a-audio.a-video.a-canvas.a-svg.a-drag-drop.a-geolocation.a-history.a-webworker.a-autofocus.a-input-placeholder.a-textarea-placeholder.a-local-storage.a-gradients.a-transform3d.a-touch-scrolling.a-text-shadow.a-text-stroke.a-box-shadow.a-border-radius.a-border-image.a-opacity.a-transform.a-transition.a-ember body.a-m-us.a-aui_152852-c.a-aui_157141-c.a-aui_158613-t1.a-aui_160684-t1.a-aui_72554-c.a-aui_dropdown_187959-c.a-aui_perf_130093-c.a-aui_tnr_v2_180836-c.a-aui_ux_145937-c.a-meter-animate div#a-page div#mm-gallery-view.a-section div.a-section.a-text-left div.a-box-group div.a-box.a-text-left.mm-gallary-main div.a-box-inner.a-padding-none div.a-section.adbl-mm-gallery-core div.a-column.a-span5 div.a-column.a-span3.suggest-align-rgt div.l-mm-upgrade div.a-section.adbl-mm-upgrade div.a-section.a-spacing-top-medium.txt-lft div.a-section.adbl-upgrade-price span.a-size-base.a-color-price.a-text-bold\n",
    "\n",
    "Note that the last span is the bit we're after:  span.a-size-base.a-color-price.a-text-bold\n",
    "\n",
    "We should be good to set BeautifulSoup to find all of it and off we go ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "object of type 'Response' has no len()",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-7-fe325716941f>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0msoup\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mBeautifulSoup\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmarkup\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfeatures\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'html.parser'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msoup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprettify\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\bs4\\__init__.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, markup, features, builder, parse_only, from_encoding, exclude_encodings, **kwargs)\u001b[0m\n\u001b[0;32m    265\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmarkup\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'read'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m        \u001b[1;31m# It's a file-type object.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    266\u001b[0m             \u001b[0mmarkup\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmarkup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 267\u001b[1;33m         elif len(markup) <= 256 and (\n\u001b[0m\u001b[0;32m    268\u001b[0m                 \u001b[1;33m(\u001b[0m\u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmarkup\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbytes\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mand\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;34mb'<'\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mmarkup\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    269\u001b[0m                 \u001b[1;32mor\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmarkup\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mand\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;34m'<'\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mmarkup\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mTypeError\u001b[0m: object of type 'Response' has no len()"
     ]
    }
   ],
   "source": [
    "soup = BeautifulSoup(markup=r, features='html.parser')\n",
    "print(soup.prettify())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Drats!  I've forgotten to pass the request TEXT to BeautifulSoup ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ";\"undefined\"!==typeof g&&(d+=\"&\"+e+\"=\"+g)}return d}function k(a){if(\"undefined\"!==typeof a&&\"undefined\"!==typeof g)return a-g}function q(a,c){b&&(g=c,b.timing.transitionStart=a,b.transition.type=\"view-transition\",b.transition.subType=\"ajax-transition\",b.transition.launchType=\"normal\",ue_mbl.cnt=h)}var c=e.ue||{},g=e.ue_t0,b;if(a.P&&a.P.when&&a.P.register)return a.P.when(\"CSMPlugin\").execute(function(a){a.buildAMZNPerformance&&a.buildAMZNPerformance({successCallback:l,\n",
      "failCallback:p})}),{cnt:h,ajax:q}},\"mobile-timing\")(ue_csm,window);\n",
      "\n",
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      "}}}(),u=function(){return{send:function(a){(new Image).src=a}}}();e.encodeURIComponent&&(d.attach&&(d.attach(\"beforeunload\",y),d.attach(\"pagehide\",y)),E(),d.trigger=v)},\"client-wbl-trg\")(ue_csm,window);\n",
      "\n",
      "\n",
      "(function(k,d,h){function f(a,c,b){a&&a.indexOf&&0===a.indexOf(\"http\")&&0!==a.indexOf(\"https\")&&l(s,c,a,b)}function g(a,c,b){a&&a.indexOf&&(location.href.split(\"#\")[0]!=a&&null!==a&&\"undefined\"!==typeof a||l(t,c,a,b))}function l(a,c,b,e){m[b]||(e=u&&e?n(e):\"N/A\",d.ueLogError&&d.ueLogError({message:a+c+\" : \"+b,logLevel:v,stack:\"N/A\"},{attribution:e}),m[b]=1,p++)}function e(a,c){if(a&&c)for(var b=0;b<a.length;b++)try{c(a[b])}catch(d){}}function q(){return d.performance&&d.performance.getEntriesByType?\n",
      "d.performance.getEntriesByType(\"resource\"):[]}function n(a){if(a.id)return\"//*[@id='\"+a.id+\"']\";var c;c=1;var b;for(b=a.previousSibling;b;b=b.previousSibling)b.nodeName==a.nodeName&&(c+=1);b=a.nodeName;1!=c&&(b+=\"[\"+c+\"]\");a.parentNode&&(b=n(a.parentNode)+\"/\"+b);return b}function w(){var a=h.images;a&&a.length&&e(a,function(a){var b=a.getAttribute(\"src\");f(b,\"img\",a);g(b,\"img\",a)})}function x(){var a=h.scripts;a&&a.length&&e(a,function(a){var b=a.getAttribute(\"src\");f(b,\"script\",a);g(b,\"script\",a)})}\n",
      "function y(){var a=h.styleSheets;a&&a.length&&e(a,function(a){if(a=a.ownerNode){var b=a.getAttribute(\"href\");f(b,\"style\",a);g(b,\"style\",a)}})}function z(){if(A){var a=q();e(a,function(a){f(a.name,a.initiatorType)})}}function B(){e(q(),function(a){g(a.name,a.initiatorType)})}function r(){var a;a=d.location&&d.location.protocol?d.location.protocol:void 0;\"https:\"==a&&(z(),w(),x(),y(),B(),p<C&&setTimeout(r,D))}var s=\"[CSM] Insecure content detected \",t=\"[CSM] Ajax request to same page detected \",v=\"WARN\",\n",
      "m={},p=0,D=k.ue_nsip||1E3,C=5,A=1==k.ue_urt,u=!0;ue_csm.ue_disableNonSecure||(d.performance&&d.performance.setResourceTimingBufferSize&&d.performance.setResourceTimingBufferSize(300),r())})(ue_csm,window,document);\n",
      "\n",
      "\n",
      "var ue_aa_a = \"\";\n",
      "if (ue.trigger && (ue_aa_a === \"C\" || ue_aa_a === \"T1\")) {\n",
      "    ue.trigger(\"UEDATA_AA_SERVERSIDE_ASSIGNMENT_CLIENTSIDE_TRIGGER_190249\", ue_aa_a);\n",
      "}\n",
      "(function(f,b){function g(){try{b.PerformanceObserver&&\"function\"===typeof b.PerformanceObserver&&(a=new b.PerformanceObserver(function(b){c(b.getEntries())}),a.observe(d))}catch(h){k()}}function m(){for(var h=d.entryTypes,a=0;a<h.length;a++)c(b.performance.getEntriesByType(h[a]))}function c(a){if(a&&Array.isArray(a)){for(var c=0,e=0;e<a.length;e++){var d=l.indexOf(a[e].name);if(-1!==d){var g=Math.round(b.performance.timing.navigationStart+a[e].startTime);f.uet(n[d],void 0,void 0,g);c++}}l.length===\n",
      "c&&k()}}function k(){a&&a.disconnect&&\"function\"===typeof a.disconnect&&a.disconnect()}if(\"function\"===typeof f.uet&&b.performance&&\"object\"===typeof b.performance&&b.performance.getEntriesByType&&\"function\"===typeof b.performance.getEntriesByType&&b.performance.timing&&\"object\"===typeof b.performance.timing&&\"number\"===typeof b.performance.timing.navigationStart){var d={entryTypes:[\"paint\"]},l=[\"first-paint\",\"first-contentful-paint\"],n=[\"fp\",\"fcp\"],a;try{m(),g()}catch(p){f.ueLogError(p,{logLevel:\"ERROR\",\n",
      "attribution:\"performanceMetrics\"})}}})(ue_csm,window);\n",
      "\n",
      "\n",
      "if (window.csa) {\n",
      "    csa(\"Events\")(\"setEntity\", {\n",
      "        page:{pageType: \"AuthenticationPortal\", subPageType: \"SignInClaimCollect\", pageTypeId: \"\"}\n",
      "    });\n",
      "}\n",
      "\n",
      "}\n",
      "/* ◬ */\n",
      "   </script>\n",
      "  </div>\n",
      "  <noscript>\n",
      "   <img alt=\"\" height=\"1\" src=\"//fls-na.amazon.com/1/batch/1/OP/ATVPDKIKX0DER:138-4071435-2483569:A9PJY4FJAFSAJKQ8M08W$uedata=s:%2Fap%2Fuedata%3Fnoscript%26id%3DA9PJY4FJAFSAJKQ8M08W:0\" style=\"display:none;visibility:hidden;\" width=\"1\"/>\n",
      "  </noscript>\n",
      " </body>\n",
      "</html>\n",
      "\n"
     ]
    }
   ],
   "source": [
    "soup = BeautifulSoup(markup=r.text, features='html.parser')\n",
    "print(soup.prettify())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Right!  Let's find all of the spans with our desired class, then ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n"
     ]
    }
   ],
   "source": [
    "upgrade_prices = soup.findAll(name='span', attrs={'class' : 'a-size-base a-color-price a-text-bold'})\n",
    "print(upgrade_prices)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Hrmm ... why's it empty?  Are we sure we've actually gotten the page we are browsing in Firefox?  Let's dump it to a text file and have a look ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "ename": "UnicodeEncodeError",
     "evalue": "'charmap' codec can't encode character '\\u25ec' in position 67782: character maps to <undefined>",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mUnicodeEncodeError\u001b[0m                        Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-11-24a59c085901>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[0msoup_outfile\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'soup_out.html'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'w'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0msoup_outfile\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msoup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprettify\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\Anaconda3\\lib\\encodings\\cp1252.py\u001b[0m in \u001b[0;36mencode\u001b[1;34m(self, input, final)\u001b[0m\n\u001b[0;32m     17\u001b[0m \u001b[1;32mclass\u001b[0m \u001b[0mIncrementalEncoder\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcodecs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mIncrementalEncoder\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     18\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mencode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfinal\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 19\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mcodecs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcharmap_encode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0merrors\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mencoding_table\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     20\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     21\u001b[0m \u001b[1;32mclass\u001b[0m \u001b[0mIncrementalDecoder\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcodecs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mIncrementalDecoder\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mUnicodeEncodeError\u001b[0m: 'charmap' codec can't encode character '\\u25ec' in position 67782: character maps to <undefined>"
     ]
    }
   ],
   "source": [
    "soup_outfile = open('soup_out.html', 'w')\n",
    "soup_outfile.write(soup.prettify())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "WTF is this error?  Perhaps we need to specify the encoding as we output?  Let's convert the entire prettified soup to a string encoded as utf-8."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "write() argument must be str, not bytes",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-14-e148f6c222d8>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[0msoupstring\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msoup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprettify\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mencode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'utf-8'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0msoup_outfile\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msoupstring\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m: write() argument must be str, not bytes"
     ]
    }
   ],
   "source": [
    "soupstring = str(soup.prettify()).encode('utf-8')\n",
    "soup_outfile.write(soupstring)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "WTF!  Now it's bitching that we're passing the outfile bytes instead of a string?  Alright ... let's open the file as a writeable binary then ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "67581"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup_outfile = open(file='soup_out.html', mode='wb')\n",
    "soup_outfile.write(soupstring)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Bingo!  Now, let's pop over and browse that MF ..."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking at the code, and then viewing it in a browser to confirm, shows that we've overlooked the fact that our scraper isn't logged in to Amazon!  We'll explore doing that using Selenium to scrape later.  For now, let's just save the webpage from Audible and scrape that beast ..."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Donezo ...\n",
    "\n",
    "Now, let's run that back through BeautifulSoup ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "House\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=12034493011&amp;ref_=nav_em_T1_0_3_29_5_al_fsd_body\">\n",
      "        <div>\n",
      "         Body\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=12034492011&amp;ref_=nav_em_T1_0_3_29_6_al_fsd_food\">\n",
      "        <div>\n",
      "         Food\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=12632031011&amp;ref_=nav_em_T1_0_3_29_7_al_fsd_collections\">\n",
      "        <div>\n",
      "         Collections\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=13270237011&amp;ref_=nav_em_T1_0_3_29_8_al_fsd_gifts\">\n",
      "        <div>\n",
      "         Gifts\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"30\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_30_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        SUBSCRIBE WITH AMAZON\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=14498690011&amp;ref_=nav_em_T1_0_3_31_1_all_subscribe\">\n",
      "        <div>\n",
      "         All Subscription Boxes\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"31\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_31_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        AMAZON LIVE\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/live?ref_=nav_em_T1_0_3_NaN_1_sd_al_dest\">\n",
      "        <div>\n",
      "         Live\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/live?ref_=nav_em_T1_0_3_NaN_2_sd_al_dest#recently\">\n",
      "        <div>\n",
      "         Recently Live\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"32\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_32_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        TREASURE TRUCK\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/treasuretruck?ref_=nav_em_T1_0_3_32_1_sd_tt_start\">\n",
      "        <div>\n",
      "         Get Started\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"33\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_33_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        INTERNATIONAL SHOPPING\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/help/customer/display.html?nodeId=201910800&amp;ref_=nav_em_T1_0_3_43_1_full_store_dir_AG_shipping\">\n",
      "        <div>\n",
      "         Where we ship\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=230659011&amp;ref_=nav_em_T1_0_3_43_2_full_store_dir_VisitAg\">\n",
      "        <div>\n",
      "         Visit Amazon Global\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"34\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_34_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        AMAZON PHOTOS\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/photos/home?ref_=nav_em_T1_0_4_34_1__gw_prime_learn\">\n",
      "        <div>\n",
      "         Amazon Photos\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/photos/apps?ref_=nav_em_T1_0_4_34_2__gw_photos_apps\">\n",
      "        <div>\n",
      "         Get the apps\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/photos?sf=1&amp;ref_=nav_em_T1_0_4_34_3__gw_photos_login\">\n",
      "        <div>\n",
      "         Sign in\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        AMAZON DRIVE\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=15547130011&amp;ref_=nav_em_T1_0_4_34_1__gw_dr_about\">\n",
      "        <div>\n",
      "         Amazon Drive\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/drive/download-apps?ref_=nav_em_T1_0_4_34_2__gw_dl_apps\">\n",
      "        <div>\n",
      "         Get the apps\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/clouddrive?sf=1&amp;ref_=nav_em_T1_0_4_34_3__gw_drive_login\">\n",
      "        <div>\n",
      "         Sign in\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        AMAZON PRINTS\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=14866317011&amp;ref_=nav_em_T1_0_4_34_1__gw_print_about\">\n",
      "        <div>\n",
      "         Online photo printing\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu hmenu-translateX-right hmenu-hidden\" data-menu-id=\"35\" data-parent-menu-id=\"1\">\n",
      "      <li>\n",
      "       <a aria-label=\"Back to MAIN MENU\" class=\"hmenu-item hmenu-back-button\" data-ref-tag=\"nav_em_1_35_BT_0_MAIN_MENU\" href=\"https://www.amazon.com/\">\n",
      "        <div style=\"align-items: center;\">\n",
      "         <i class=\"nav-sprite hmenu-arrow-prev\">\n",
      "         </i>\n",
      "         MAIN MENU\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        SMALL &amp; MEDIUM BUSINESSES\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=17879387011&amp;ref_=nav_em_T1_0_3_30_1_sbp_21_all\">\n",
      "        <div>\n",
      "         Shop Small &amp; Medium Businesses\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=17964635011&amp;ref_=nav_em_T1_0_3_30_2_sbp_21_wob\">\n",
      "        <div>\n",
      "         Discover Women-Owned Businesses\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=17964634011&amp;ref_=nav_em_T1_0_3_30_3_sbp_21_ffb\">\n",
      "        <div>\n",
      "         Explore Family-Focused Businesses\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=17964632011&amp;ref_=nav_em_T1_0_3_30_4_sbp_21_art\">\n",
      "        <div>\n",
      "         Support Artisans\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=17964637011&amp;ref_=nav_em_T1_0_3_30_5_sbp_21_inn\">\n",
      "        <div>\n",
      "         Celebrate Innnovator-Makers\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "     <ul class=\"hmenu\" data-menu-id=\"1\">\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        SHOP BY CATEGORY\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"2\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_1\" href=\"\">\n",
      "        <div>\n",
      "         Prime Video\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"3\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_2\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Music\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"4\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_3\" href=\"\">\n",
      "        <div>\n",
      "         Echo &amp; Alexa\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"5\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_4\" href=\"\">\n",
      "        <div>\n",
      "         Fire Tablets\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"6\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_5\" href=\"\">\n",
      "        <div>\n",
      "         Fire TV\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"7\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_6\" href=\"\">\n",
      "        <div>\n",
      "         Kindle E-readers &amp; Books\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"8\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_7\" href=\"\">\n",
      "        <div>\n",
      "         Appstore for Android\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-link-separator\">\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"9\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_8\" href=\"\">\n",
      "        <div>\n",
      "         Clothing, Shoes, Jewelry &amp; Watches\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/browse.html?node=5856181011&amp;ref_=nav_em_T1_0_2_2_9_sns_hamburger\">\n",
      "        <div>\n",
      "         Subscribe &amp; Save\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"10\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_10\" href=\"\">\n",
      "        <div>\n",
      "         Books &amp; Audible\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"11\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_11\" href=\"\">\n",
      "        <div>\n",
      "         Movies, Music &amp; Games\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"12\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_12\" href=\"\">\n",
      "        <div>\n",
      "         Electronics, Computers &amp; Office\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"13\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_13\" href=\"\">\n",
      "        <div>\n",
      "         Smart Home\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"14\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_14\" href=\"\">\n",
      "        <div>\n",
      "         Home, Garden &amp; Tools\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"15\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_15\" href=\"\">\n",
      "        <div>\n",
      "         Pet Supplies\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"16\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_16\" href=\"\">\n",
      "        <div>\n",
      "         Food &amp; Grocery\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"17\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_17\" href=\"\">\n",
      "        <div>\n",
      "         Beauty &amp; Health\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"18\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_18\" href=\"\">\n",
      "        <div>\n",
      "         Toys, Kids &amp; Baby\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"19\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_19\" href=\"\">\n",
      "        <div>\n",
      "         Handmade\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"20\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_20\" href=\"\">\n",
      "        <div>\n",
      "         Sports &amp; Outdoors\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"21\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_21\" href=\"\">\n",
      "        <div>\n",
      "         Automotive &amp; Industrial\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-link-separator\">\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"22\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_22\" href=\"\">\n",
      "        <div>\n",
      "         Whole Foods Market\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"23\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_23\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Physical Stores\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"24\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_24\" href=\"\">\n",
      "        <div>\n",
      "         Make Money with Amazon\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"25\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_25\" href=\"\">\n",
      "        <div>\n",
      "         Home Services\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"26\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_26\" href=\"\">\n",
      "        <div>\n",
      "         Gift Cards\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"27\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_27\" href=\"\">\n",
      "        <div>\n",
      "         Credit &amp; Payment Products\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"28\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_28\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Warehouse\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/finds?ref_=nav_em_T1_0_2_2_29_allpf_foundit_d\">\n",
      "        <div>\n",
      "         #FoundItOnAmazon\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"29\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_30\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Launchpad\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"30\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_31\" href=\"\">\n",
      "        <div>\n",
      "         Subscribe with Amazon\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"31\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_32\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Live\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"32\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_33\" href=\"\">\n",
      "        <div>\n",
      "         Treasure Truck\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"33\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_34\" href=\"\">\n",
      "        <div>\n",
      "         International Shopping\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"34\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_35\" href=\"\">\n",
      "        <div>\n",
      "         Amazon Photos and Prints\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" data-menu-id=\"35\" data-ref-tag=\"?ref_=nav_em_T1_1_2_2_36\" href=\"\">\n",
      "        <div>\n",
      "         Small &amp; Medium Businesses\n",
      "        </div>\n",
      "        <i class=\"nav-sprite hmenu-arrow-next\">\n",
      "        </i>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/site-directory?ref_=nav_em_T1_0_2_2_37__fullstore\">\n",
      "        <div>\n",
      "         Full Store Directory\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "      <li>\n",
      "       <div class=\"hmenu-item hmenu-title\">\n",
      "        HELP &amp; SETTINGS\n",
      "       </div>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/css/homepage.html?ref_=nav_em_T1_0_1_0_2_ya\">\n",
      "        <div>\n",
      "         Your Account\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/customer-preferences/select-language/?preferencesReturnUrl=%2F&amp;ref_=nav_em_T1_0_1_0_3_mozart\" id=\"hmenu-icp-language\">\n",
      "        <div>\n",
      "         <div class=\"hmenu-icon-container\">\n",
      "          <i class=\"icon-css-reset icp-nav-globe-img-2 icp-mobile-globe-2\">\n",
      "          </i>\n",
      "         </div>\n",
      "         English\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/navigation-country/select-country/?ref_=nav_em_T1_0_1_0_4_locale\">\n",
      "        <div>\n",
      "         <div class=\"hmenu-icon-container\">\n",
      "          <i class=\"icon-css-reset icp-flag-3 icp-flag-3-us\">\n",
      "          </i>\n",
      "         </div>\n",
      "         United States\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/help/customer/display.html?nodeId=508510&amp;ref_=nav_em_T1_0_1_0_5_cs_help\">\n",
      "        <div>\n",
      "         Help\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li>\n",
      "       <a class=\"hmenu-item\" href=\"https://www.amazon.com/gp/flex/sign-out.html?action=sign-out&amp;path=%2Fgp%2Fhomepage.html%3F_encoding%3DUTF8%26ref_%3Dnavm_em_signin&amp;signIn=1&amp;useRedirectOnSuccess=1&amp;ref_=nav_em_T1_0_1_0_6_signout\">\n",
      "        <div>\n",
      "         Sign Out\n",
      "        </div>\n",
      "       </a>\n",
      "      </li>\n",
      "      <li class=\"hmenu-separator\">\n",
      "      </li>\n",
      "     </ul>\n",
      "    </div>\n",
      "    <a class=\"hmenu-hidden-link\" href=\"javascript:void(0)\" id=\"hmenu-back-to-top\">\n",
      "     <div>\n",
      "      Back to top\n",
      "     </div>\n",
      "    </a>\n",
      "   </div>\n",
      "  </div>\n",
      " </body>\n",
      "</html>\n"
     ]
    }
   ],
   "source": [
    "infile = open(file='audible_matchmaker.html', mode='r')\n",
    "soup = BeautifulSoup(markup=infile, features='html.parser')\n",
    "print(soup.prettify())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Brilliant!  It looks like it's worked.  Let's find all of those cheeky spans now ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $4.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $4.87\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $11.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $10.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.47\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $11.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $6.36\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $2.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $1.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $1.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $9.95\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $9.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $6.97\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.49\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.99\n",
      "                             </span>, <span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>]\n"
     ]
    }
   ],
   "source": [
    "upgrade_prices = soup.findAll(name='span', attrs={'class' : 'a-size-base a-color-price a-text-bold'})\n",
    "print(upgrade_prices)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Very good!  This looks like a list ... let's confirm before we bash through the math ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "bs4.element.ResultSet"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(upgrade_prices)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Hrmm ... let's see what it looks like when we iterate over it ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $4.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $4.87\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $11.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $10.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.47\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $11.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $6.36\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $2.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $1.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $1.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $9.95\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $9.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $6.97\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $12.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $8.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.49\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $0.99\n",
      "                             </span>\n",
      "<class 'bs4.element.Tag'>\n",
      "<span class=\"a-size-base a-color-price a-text-bold\">\n",
      "                                 $7.49\n",
      "                             </span>\n"
     ]
    }
   ],
   "source": [
    "for result in upgrade_prices:\n",
    "    print(type(result))\n",
    "    print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What can we do with these Tag objects from BeautifulSoup?\n",
    "\n",
    "https://www.crummy.com/software/BeautifulSoup/bs4/doc/#navigating-the-tree\n",
    "\n",
    "Is the _contents_ property what we're after?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $4.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $12.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $4.87\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $12.99\\n                             ']\n",
      "['\\n                                 $12.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $11.99\\n                             ']\n",
      "['\\n                                 $10.49\\n                             ']\n",
      "['\\n                                 $8.99\\n                             ']\n",
      "['\\n                                 $7.47\\n                             ']\n",
      "['\\n                                 $7.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $11.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $6.36\\n                             ']\n",
      "['\\n                                 $2.49\\n                             ']\n",
      "['\\n                                 $12.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $12.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $1.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $1.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $9.95\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $9.99\\n                             ']\n",
      "['\\n                                 $12.99\\n                             ']\n",
      "['\\n                                 $8.99\\n                             ']\n",
      "['\\n                                 $6.97\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $12.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $0.99\\n                             ']\n",
      "['\\n                                 $8.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n",
      "['\\n                                 $0.49\\n                             ']\n",
      "['\\n                                 $0.99\\n                             ']\n",
      "['\\n                                 $7.49\\n                             ']\n"
     ]
    }
   ],
   "source": [
    "for book in upgrade_prices:\n",
    "    print(book.contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Hrmm ... that's close ... let's read some more docs:  https://www.crummy.com/software/BeautifulSoup/bs4/doc/#searching-the-tree\n",
    "\n",
    "It seems we can modify the \"string\" of a tag, so let's just pull the string and have a look at it ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $4.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $12.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $4.87\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $12.99\n",
      "                             \n",
      "\n",
      "                                 $12.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $11.99\n",
      "                             \n",
      "\n",
      "                                 $10.49\n",
      "                             \n",
      "\n",
      "                                 $8.99\n",
      "                             \n",
      "\n",
      "                                 $7.47\n",
      "                             \n",
      "\n",
      "                                 $7.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $11.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $6.36\n",
      "                             \n",
      "\n",
      "                                 $2.49\n",
      "                             \n",
      "\n",
      "                                 $12.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $12.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $1.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $1.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $9.95\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $9.99\n",
      "                             \n",
      "\n",
      "                                 $12.99\n",
      "                             \n",
      "\n",
      "                                 $8.99\n",
      "                             \n",
      "\n",
      "                                 $6.97\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $12.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $0.99\n",
      "                             \n",
      "\n",
      "                                 $8.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n",
      "\n",
      "                                 $0.49\n",
      "                             \n",
      "\n",
      "                                 $0.99\n",
      "                             \n",
      "\n",
      "                                 $7.49\n",
      "                             \n"
     ]
    }
   ],
   "source": [
    "for book in upgrade_prices:\n",
    "    print(book.string)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Excellent!  That's what we're after!  Let's convert each of these strings into numbers and then sum them ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "465.0700000000004\n"
     ]
    }
   ],
   "source": [
    "total_upgrade_price = 0\n",
    "string = 's'\n",
    "\n",
    "for book in upgrade_prices:\n",
    "    price_string = book.string\n",
    "    price_string = price_string.replace('$', '')\n",
    "    price = float(price_string)\n",
    "    total_upgrade_price += price\n",
    "\n",
    "print(total_upgrade_price)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SHAZAAAAM!  There we have it!\n",
    "\n",
    "Takeaways from this session:\n",
    "* How easy it is to scrape\n",
    "* The errors we've encountered\n",
    "* We'll need to learn how to login to sites when scraping later (find a good selenium tutorial ...)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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