diff --git a/lab-web-scraping.ipynb b/lab-web-scraping.ipynb
index e552783..b415557 100644
--- a/lab-web-scraping.ipynb
+++ b/lab-web-scraping.ipynb
@@ -117,7 +117,10423 @@
},
"outputs": [],
"source": [
- "# Your solution goes here"
+ "# Your solution goes here\n",
+ "# We need to scrape ratings & genres\n",
+ "# filter based on ratings & genre\n",
+ "# get all the data in a dataframe"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f230d60d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 1. go to each category - scrape_category\n",
+ "# 2. Go to each page of the category - flip_pages\n",
+ "# 3. Get to each link of each book - scrape_book"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "de9931a6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# UPC, Availability, Description, Price - the book pge\n",
+ "# Genre - the link to the category\n",
+ "# Title, Rating - in the pages of the website"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2c1ea4c5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "081ebea0",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "200"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import requests\n",
+ "from bs4 import BeautifulSoup\n",
+ "\n",
+ "response = requests.get(\"https://books.toscrape.com/index.html\")\n",
+ "response.status_code"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "548185dc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " All products | Books to Scrape - Sandbox\n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
+ "\n",
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+ "\n",
+ " \n",
+ " \n",
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+ "\n",
+ " \n",
+ " \n",
+ "\n",
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ "\n",
+ "
\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " Home\n",
+ "
\n",
+ " - All products
\n",
+ "
\n",
+ "\n",
+ "
\n",
+ "\n",
+ " \n",
+ "\n",
+ "
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+ " \n",
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+ "\n",
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+ "
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+ "\n",
+ "
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+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "\n",
+ " \n",
+ "
\n",
+ " \n",
+ "
\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ "\n",
+ " \n",
+ "
\n",
+ " \n",
+ " - \n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
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+ " \n",
+ " \n",
+ "
![\"A](\"media/cache/2c/da/2cdad67c44b002e7ead0cc35693c0e8b.jpg\")
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+ " \n",
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+ " \n",
+ "
£51.77
\n",
+ " \n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
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+ "\n",
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+ "\n",
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+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ " \n",
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+ " \n",
+ " \n",
+ "
![\"Tipping](\"media/cache/26/0c/260c6ae16bce31c8f8c95daddd9f4a1c.jpg\")
\n",
+ " \n",
+ " \n",
+ "
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£53.74
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+ "\n",
+ "\n",
+ " \n",
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+ "
![\"Soumission\"](\"media/cache/3e/ef/3eef99c9d9adef34639f510662022830.jpg\")
\n",
+ " \n",
+ " \n",
+ "
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£50.10
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+ " \n",
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\n",
+ " \n",
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+ " In stock\n",
+ " \n",
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+ "\n",
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![\"Sharp](\"media/cache/32/51/3251cf3a3412f53f339e42cac2134093.jpg\")
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£47.82
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![\"Sapiens:](\"media/cache/be/a5/bea5697f2534a2f86a3ef27b5a8c12a6.jpg\")
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£54.23
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![\"The](\"media/cache/68/33/68339b4c9bc034267e1da611ab3b34f8.jpg\")
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£22.65
\n",
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![\"The](\"media/cache/92/27/92274a95b7c251fea59a2b8a78275ab4.jpg\")
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£33.34
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![\"The](\"media/cache/3d/54/3d54940e57e662c4dd1f3ff00c78cc64.jpg\")
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£17.93
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![\"The](\"media/cache/66/88/66883b91f6804b2323c8369331cb7dd1.jpg\")
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£22.60
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![\"The](\"media/cache/58/46/5846057e28022268153beff6d352b06c.jpg\")
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£52.15
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![\"Starving](\"media/cache/be/f4/bef44da28c98f905a3ebec0b87be8530.jpg\")
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£13.99
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![\"Shakespeare's](\"media/cache/10/48/1048f63d3b5061cd2f424d20b3f9b666.jpg\")
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£20.66
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![\"Set](\"media/cache/5b/88/5b88c52633f53cacf162c15f4f823153.jpg\")
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£17.46
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\n",
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![\"Scott](\"media/cache/94/b1/94b1b8b244bce9677c2f29ccc890d4d2.jpg\")
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£52.29
\n",
+ " \n",
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\n",
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£35.02
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\n",
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£57.25
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\n",
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£23.88
\n",
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\n",
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£37.59
\n",
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\n",
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\n",
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£51.33
\n",
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\n",
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£45.17
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\n",
+ "Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ "\n",
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\n",
+ "- \n",
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+ "
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£51.77
\n",
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\n",
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£53.74
\n",
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\n",
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£50.10
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£47.82
\n",
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\n",
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£54.23
\n",
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\n",
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\n",
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£22.65
\n",
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\n",
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+ "\n",
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£33.34
\n",
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£17.93
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\n",
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£22.60
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£52.15
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£13.99
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£20.66
\n",
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+ "
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£17.46
\n",
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+ "
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£52.29
\n",
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\n",
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+ "
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+ "\n",
+ "\n",
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£35.02
\n",
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\n",
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+ "
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£57.25
\n",
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+ "
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£23.88
\n",
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\n",
+ "\n",
+ " \n",
+ " In stock\n",
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\n",
+ "
\n",
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+ "
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£37.59
\n",
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\n",
+ "\n",
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+ " \n",
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\n",
+ "
\n",
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+ "- \n",
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+ "
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+ "\n",
+ "\n",
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£51.33
\n",
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\n",
+ "\n",
+ " \n",
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+ " \n",
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\n",
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\n",
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\n",
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+ "\n",
+ "
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+ "
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\n",
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£45.17
\n",
+ "
\n",
+ "\n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " Home\n",
+ "
\n",
+ " - All products
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
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\n",
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\n",
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\n",
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£51.77
\n",
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\n",
+ " \n",
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+ " In stock\n",
+ " \n",
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\n",
+ "
\n",
+ "
\n",
+ " - \n",
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+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " Home\n",
+ "
\n",
+ " - All products
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.77
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.77
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
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+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
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+ " \n",
+ " \n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
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+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
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+ " \n",
+ " \n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
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+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
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+ " \n",
+ " \n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
,\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Books\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Travel\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Mystery\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Historical Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Sequential Art\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Classics\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Philosophy\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Romance\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Womens Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Childrens\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Religion\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Nonfiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Music\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Default\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Science Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Sports and Games\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Add a comment\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Fantasy\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " New Adult\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Young Adult\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Science\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Poetry\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Paranormal\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Art\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Psychology\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Autobiography\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Parenting\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Adult Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Humor\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Horror\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " History\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Food and Drink\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Christian Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Business\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Biography\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Thriller\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Contemporary\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Spirituality\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Academic\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Self Help\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Historical\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Christian\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Suspense\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Short Stories\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Novels\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Health\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Politics\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Cultural\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Erotica\n",
+ " \n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ " \n",
+ " Crime\n",
+ " \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
\n",
+ " \n",
+ "
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+ " - \n",
+ " \n",
+ "
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+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.77
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
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+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
,\n",
+ " \n",
+ "
,\n",
+ " \n",
+ "
,\n",
+ " Warning! This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.
,\n",
+ " \n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.77
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " - \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£51.77
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£53.74
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£50.10
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£47.82
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£54.23
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£22.65
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£33.34
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£17.93
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£22.60
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£52.15
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£13.99
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£20.66
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£17.46
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£52.29
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£35.02
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£57.25
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£23.88
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£37.59
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£51.33
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
£45.17
\n",
+ "
\n",
+ " \n",
+ " \n",
+ " In stock\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ " \n",
+ "
]"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find_all(\"div\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "eecbbb90",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[Books to Scrape,\n",
+ " Home,\n",
+ " \n",
+ " \n",
+ " Books\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Travel\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Mystery\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Historical Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Sequential Art\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Classics\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Philosophy\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Romance\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Womens Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Childrens\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Religion\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Nonfiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Music\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Default\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Science Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Sports and Games\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Add a comment\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Fantasy\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " New Adult\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Young Adult\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Science\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Poetry\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Paranormal\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Art\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Psychology\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Autobiography\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Parenting\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Adult Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Humor\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Horror\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " History\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Food and Drink\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Christian Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Business\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Biography\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Thriller\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Contemporary\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Spirituality\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Academic\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Self Help\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Historical\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Christian\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Suspense\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Short Stories\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Novels\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Health\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Politics\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Cultural\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Erotica\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Crime\n",
+ " \n",
+ " ,\n",
+ " ,\n",
+ " A Light in the ...,\n",
+ " ,\n",
+ " Tipping the Velvet,\n",
+ " ,\n",
+ " Soumission,\n",
+ " ,\n",
+ " Sharp Objects,\n",
+ " ,\n",
+ " Sapiens: A Brief History ...,\n",
+ " ,\n",
+ " The Requiem Red,\n",
+ " ,\n",
+ " The Dirty Little Secrets ...,\n",
+ " ,\n",
+ " The Coming Woman: A ...,\n",
+ " ,\n",
+ " The Boys in the ...,\n",
+ " ,\n",
+ " The Black Maria,\n",
+ " ,\n",
+ " Starving Hearts (Triangular Trade ...,\n",
+ " ,\n",
+ " Shakespeare's Sonnets,\n",
+ " ,\n",
+ " Set Me Free,\n",
+ " ,\n",
+ " Scott Pilgrim's Precious Little ...,\n",
+ " ,\n",
+ " Rip it Up and ...,\n",
+ " ,\n",
+ " Our Band Could Be ...,\n",
+ " ,\n",
+ " Olio,\n",
+ " ,\n",
+ " Mesaerion: The Best Science ...,\n",
+ " ,\n",
+ " Libertarianism for Beginners,\n",
+ " ,\n",
+ " It's Only the Himalayas,\n",
+ " next]"
+ ]
+ },
+ "execution_count": 23,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find_all(\"a\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "7b47b762",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Books\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Travel\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Mystery\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Historical Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Sequential Art\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Classics\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Philosophy\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Romance\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Womens Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Childrens\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Religion\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Nonfiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Music\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Default\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Science Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Sports and Games\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Add a comment\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Fantasy\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " New Adult\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Young Adult\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Science\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Poetry\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Paranormal\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Art\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Psychology\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Autobiography\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Parenting\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Adult Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Humor\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Horror\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " History\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Food and Drink\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Christian Fiction\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Business\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Biography\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Thriller\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Contemporary\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Spirituality\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Academic\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Self Help\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Historical\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Christian\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Suspense\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Short Stories\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Novels\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Health\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Politics\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Cultural\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Erotica\n",
+ " \n",
+ " \n",
+ "
\n",
+ "- \n",
+ "\n",
+ " \n",
+ " Crime\n",
+ " \n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find(\"ul\",class_=\"nav nav-list\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "50135a52",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "1"
+ ]
+ },
+ "execution_count": 26,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "unordered_lists = soup.find_all(\"ul\", class_=\"nav nav-list\")\n",
+ "len(unordered_lists)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "cae7c128",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[\n",
+ " \n",
+ " Books\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Travel\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Mystery\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Historical Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Sequential Art\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Classics\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Philosophy\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Romance\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Womens Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Childrens\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Religion\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Nonfiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Music\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Default\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Science Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Sports and Games\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Add a comment\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Fantasy\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " New Adult\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Young Adult\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Science\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Poetry\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Paranormal\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Art\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Psychology\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Autobiography\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Parenting\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Adult Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Humor\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Horror\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " History\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Food and Drink\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Christian Fiction\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Business\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Biography\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Thriller\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Contemporary\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Spirituality\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Academic\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Self Help\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Historical\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Christian\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Suspense\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Short Stories\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Novels\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Health\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Politics\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Cultural\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Erotica\n",
+ " \n",
+ " ,\n",
+ " \n",
+ " \n",
+ " Crime\n",
+ " \n",
+ " ]"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "category_list = soup.find_all(\"ul\", class_=\"nav nav-list\")[0]\n",
+ "category_list.find_all(\"a\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "bcf90b5a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'catalogue/category/books_1/index.html'"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "category_list.find_all(\"a\")[0].get(\"href\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "49632ad7",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'Books'"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "category_list.find_all(\"a\")[0].text.strip()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "790207a3",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'Books': 'catalogue/category/books_1/index.html', 'Travel': 'catalogue/category/books/travel_2/index.html', 'Mystery': 'catalogue/category/books/mystery_3/index.html', 'Historical Fiction': 'catalogue/category/books/historical-fiction_4/index.html', 'Sequential Art': 'catalogue/category/books/sequential-art_5/index.html', 'Classics': 'catalogue/category/books/classics_6/index.html', 'Philosophy': 'catalogue/category/books/philosophy_7/index.html', 'Romance': 'catalogue/category/books/romance_8/index.html', 'Womens Fiction': 'catalogue/category/books/womens-fiction_9/index.html', 'Fiction': 'catalogue/category/books/fiction_10/index.html', 'Childrens': 'catalogue/category/books/childrens_11/index.html', 'Religion': 'catalogue/category/books/religion_12/index.html', 'Nonfiction': 'catalogue/category/books/nonfiction_13/index.html', 'Music': 'catalogue/category/books/music_14/index.html', 'Default': 'catalogue/category/books/default_15/index.html', 'Science Fiction': 'catalogue/category/books/science-fiction_16/index.html', 'Sports and Games': 'catalogue/category/books/sports-and-games_17/index.html', 'Add a comment': 'catalogue/category/books/add-a-comment_18/index.html', 'Fantasy': 'catalogue/category/books/fantasy_19/index.html', 'New Adult': 'catalogue/category/books/new-adult_20/index.html', 'Young Adult': 'catalogue/category/books/young-adult_21/index.html', 'Science': 'catalogue/category/books/science_22/index.html', 'Poetry': 'catalogue/category/books/poetry_23/index.html', 'Paranormal': 'catalogue/category/books/paranormal_24/index.html', 'Art': 'catalogue/category/books/art_25/index.html', 'Psychology': 'catalogue/category/books/psychology_26/index.html', 'Autobiography': 'catalogue/category/books/autobiography_27/index.html', 'Parenting': 'catalogue/category/books/parenting_28/index.html', 'Adult Fiction': 'catalogue/category/books/adult-fiction_29/index.html', 'Humor': 'catalogue/category/books/humor_30/index.html', 'Horror': 'catalogue/category/books/horror_31/index.html', 'History': 'catalogue/category/books/history_32/index.html', 'Food and Drink': 'catalogue/category/books/food-and-drink_33/index.html', 'Christian Fiction': 'catalogue/category/books/christian-fiction_34/index.html', 'Business': 'catalogue/category/books/business_35/index.html', 'Biography': 'catalogue/category/books/biography_36/index.html', 'Thriller': 'catalogue/category/books/thriller_37/index.html', 'Contemporary': 'catalogue/category/books/contemporary_38/index.html', 'Spirituality': 'catalogue/category/books/spirituality_39/index.html', 'Academic': 'catalogue/category/books/academic_40/index.html', 'Self Help': 'catalogue/category/books/self-help_41/index.html', 'Historical': 'catalogue/category/books/historical_42/index.html', 'Christian': 'catalogue/category/books/christian_43/index.html', 'Suspense': 'catalogue/category/books/suspense_44/index.html', 'Short Stories': 'catalogue/category/books/short-stories_45/index.html', 'Novels': 'catalogue/category/books/novels_46/index.html', 'Health': 'catalogue/category/books/health_47/index.html', 'Politics': 'catalogue/category/books/politics_48/index.html', 'Cultural': 'catalogue/category/books/cultural_49/index.html', 'Erotica': 'catalogue/category/books/erotica_50/index.html', 'Crime': 'catalogue/category/books/crime_51/index.html'}\n"
+ ]
+ }
+ ],
+ "source": [
+ "categories = {elem.text.strip(): elem.get(\"href\") for elem in soup.find_all(\"ul\", class_=\"nav nav-list\")[0].find_all(\"a\")}\n",
+ "print(categories)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "080ac3a5",
+ "metadata": {},
+ "source": [
+ "Mock-up"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "id": "2695d6e3",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[£51.77
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+ ]
+ },
+ "execution_count": 31,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find_all('p', class_=\"price_color\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "9baa2fbf",
+ "metadata": {},
+ "outputs": [
+ {
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+ "execution_count": 32,
+ "metadata": {},
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+ ],
+ "source": [
+ "soup.find_all('h3')"
+ ]
+ },
+ {
+ "cell_type": "code",
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+ ]
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+ "execution_count": 33,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find_all(\"p\", class_=\"star-rating\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "id": "5c20a761",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[\n",
+ " \n",
+ " \n",
+ " In stock\n",
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+ " \n",
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+ " \n",
+ "
]"
+ ]
+ },
+ "execution_count": 34,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "soup.find_all(\"p\", class_=\"instock\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c7c329ee",
+ "metadata": {},
+ "source": [
+ "Data quality. This is for making sure to get all the info for a specific book. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "fd343d8b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "20"
+ ]
+ },
+ "execution_count": 35,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "products = soup.find_all(\"article\", class_=\"product_pod\")\n",
+ "len(products)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "de89b058",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "\n",
+ "\n",
+ "
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+ "
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+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "
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+ "\n",
+ "\n",
+ "
£51.77
\n",
+ "
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+ " \n",
+ " In stock\n",
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+ "
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+ "
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+ "
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+ " \n",
+ " \n",
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+ " \n",
+ " \n",
+ "
]"
+ ]
+ },
+ "execution_count": 42,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "products[0].find_all('p', class_=\"star-rating\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 43,
+ "id": "90b24979",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'Three'"
+ ]
+ },
+ "execution_count": 43,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "products[0].find('p', class_=\"star-rating\").get(\"class\")[-1]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 44,
+ "id": "da3ecf01",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'In stock'"
+ ]
+ },
+ "execution_count": 44,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "products[0].find(\"p\", class_=\"instock\").text.strip()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "39a704a0",
+ "metadata": {},
+ "source": [
+ "Getting info for books in a web page."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "id": "42d5c281",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "product_list = []\n",
+ "\n",
+ "for product in soup.find_all(\"article\", class_=\"product_pod\"):\n",
+ " price = product.find('p', class_=\"price_color\").text\n",
+ " title = product.find('h3').find(\"a\").get(\"title\")\n",
+ " book_url = product.find('h3').find(\"a\").get(\"href\")\n",
+ " rating = product.find('p', class_=\"star-rating\").get(\"class\")[-1]\n",
+ " availability = product.find(\"p\", class_=\"instock\").text.strip()\n",
+ "\n",
+ " product_dict = {\n",
+ " \"price\": price,\n",
+ " \"title\": title,\n",
+ " \"book_url\": book_url,\n",
+ " \"rating\": rating,\n",
+ " \"availability\": availability\n",
+ " }\n",
+ "\n",
+ " product_list.append(product_dict)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 46,
+ "id": "302f1ff8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ " ../../../the-road-to-little-dribbling-adventur... | \n",
+ " One | \n",
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+ "
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+ " \n",
+ " | 9 | \n",
+ " £38.95 | \n",
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+ " ../../../neither-here-nor-there-travels-in-eur... | \n",
+ " Three | \n",
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+ " \n",
+ " | 10 | \n",
+ " £26.08 | \n",
+ " 1,000 Places to See Before You Die | \n",
+ " ../../../1000-places-to-see-before-you-die_1/i... | \n",
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