5 Best Expedia Scrapers 2022: How to Scrape Travel Data with Python

Last Updated: October 6, 2022
In this article, we will talk about some of the best Expedia scrapers in the market today. However, we will also show you how to develop one if you have basic coding skills.
Best Expedia Scrapers: How to Scrape Travel Data with Python
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The best Expedia scraper in 2022, as found in our independent testing, is ScraperAPI!


If you are looking for the best Expedia scraper or ways to scrape Expedia for hotels, travel fare, and even car hire prices, then you have landed on the right page.

If you are a developer, we will provide you with ways of developing your own Expedia scraper.

If not, then we have also provided some of the best already-made scrapers in the market. 

In today’s time, Expedia is considered one of the top platforms for travelers to look for various traveling-related information like getting car hires, renting a home for vacations, getting travel fare information, and even discovering what you can do in different places. 

Expedia is an aggregator platform that does so much more than simply provide information as you can also carry out rentals and book flights here.

If you are looking for various types of data like car rental prices, hotel prices, the fare of the flight, then Expedia is considered the best choice; it is filled with various types of data that you will definitely find interesting. 

Sadly, Expedia does not provide its visitors with the API that you can use to extract travel data from the platform. Hence, you will have to do this task on your own.

If you opt for manual data extraction, you should know that this process is error-prone, tiring, and nearly impossible for any website. 

This is the reason it is recommended that you make use of the best web scrapers so that the process of collecting data from the Expedia pages becomes automated.

In this article, we will talk about some of the best already-made Expedia scrapers in the market today. However, we will also show you how to develop one if you have basic coding skills.

Best Expedia Scrapers 2022

If you are not a seasoned coder, it is recommended that you make use of the best TikTok scrapers that are ready-made.

In this section, we will discuss some of the best recommendations; in fact, you do not even have to know how to code to scrape the Expedia website.

While some of these tools are free, you will have to pay to use others. However, paying for an Expedia scraper will ensure that you get the best service. 

Here’s a quick look at the best Expedia scraper:

  1. ScraperAPI – 🏆 Winner!
  2. Bright Data’s Data Collector
  3. OctoParse
  4. ParseHub
  5. WebScraper.io Extension

1. ScraperAPI

  • Cost: $49.99 monthly cost
  • Availability of Free Trials: The starter plan is available for free; however, the services are limited
  • Format of the Data Output: Google Sheets, MySQL, JSON, Excel, CSV, TXT, etc. 
  • Platforms Supported: Cloud, Desktop
ScraperAPI

ScraperAPI is considered one of the best Expedia scrapers in the market today.

This tool is made for modern websites, which also includes Expedia. 

For using ScraperAPI, you do not require the knowledge of coding. The visual scraping tool is very easy to understand and use.

It features an AI that allows the tool to automatically identify data of interest on any web page. 

Hence, you can be sure that you do not get blocked for scraping data from Expedia. 

2. Bright Data’s Data Collector

  • Cost: $500 for 151K page loads
  • Availability of Free Trials: Available
  • Format of the Data Output: Excel
  • Platforms Supported: Web-based
Bright Data Data Collector

Data Collector by Bright Data is one of the best web-based Expedia scraping tools; in fact, Bright Data is considered one of the industry leaders in this field.

The scraper can also be used to scrape data from a wide range of websites, apart from Expedia.

For Expedia, Data Collector provides two types of collectors – one for scraping round-trip flight data and the other for scraping car rental data. 

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Apart from these two collectors, you can also place a request for a custom one if you are looking for something different.

This service is considered one of the easiest tools to use and the steps for using it are simple. You do not need to learn how to code or have to utilize any visual scraping tools.

While you can use Data Collector for free, using the paid version will help you get most of the tasks done. 

3. OctoParse

  • Cost: $75 monthly cost
  • Availability of Free Trials: 14 days free trial period available with certain limitations
  • Format of the Data Output: SQLServer, MySQL, JSON, Excel, CSV, etc. 
  • Platforms Supported: Desktop, Cloud
Octoparse Scraper

If you want to convert an entire website into a spreadsheet format, then OctoParse is considered the best choice.

This is a general web scraping tool that can help you scrape any type of data from any website, which also includes Expedia.

With the help of OctoParse, you will be able to scrape any type of data like flight information, hotel details, and activities that you can do in different places. 

Similar to all the web scrapers mentioned previously, OctoParse is a visual scraping tool where you can make use of the point and click interface for scraping data from Expedia.

While it is a paid data scraper, you can use this tool for free for 14 days to test out the service.

If you are looking for someone to get your work done, you can also get in touch with the OctoParse customer support; they will provide you with the best and most professional scraping service. 

4. ParseHub

  • Cost: Availability of free and paid plans
  • Availability of Free Trials: Advanced features available with paid plans
  • Format of the Data Output: JSON, Excel
  • Platforms Supported: Desktop, Cloud
ParseHub

If you are looking for a pocket-friendly scraping tool for scraping data from Expedia, then ParseHub is considered the best choice.

Even with the free version, you will be able to scrape data like flight deals, hotels, etc. from Expedia. 

However, the paid versions of ParseHub will offer you several advanced features that will improve the performance and also add support like scheduling scraping and cloud scraping.

ParseHub is a tool that is easy to understand and use and is made to scrape data from modern websites, which also includes Expedia. 

Apart from Expedia, ParseHub can also be used to scrape data from other types of websites.

You simply need to make use of the point and click interface so that you can help the tool identify the types of data you want to scrape.

5. WebScraper.io Extension

  • Cost: Freemium
  • Availability of Free Trials: Freemium
  • Format of the Data Output: JSON, XLSX, CSV, etc.
  • Platforms Supported: Browser extension available for Firefox and Chrome
WebScraper.io Extension

WebScraper.io is considered one of the top Expedia scrapers that is easily accessible to everyone. Thanks to this browser extension, WebScraper.io is quite an accessible tool.

You can use this service for free and is available as an extension for Google Chrome. 

As similar to all the other web scraping tools in this list, WebScraper.io is a great choice if you want to scrape publicly-available data from Expedia.

The point and click interface is very intuitive and will help you identify the types of data you want to scrape. Additionally, you do not have to learn how to code as well. 

One of the best aspects of WebScraper.io is that the scraping tool is available for free.

You will also be provided with support from scraping data from various types of websites, which also includes dynamic websites.

WebScraper.io can easily handle ajax, execute JavaScript, etc. 

If you are looking for more features, you can opt for their cloud-based solution. This cloud-based solution is considered a much more robust option as compared to the Chrome extension. 

What Is Expedia Scraping?

Expedia

As the name suggests, Expedia scraping is the process of using web scrapers to scrape data that is publicly available on the Expedia web page.

Scrapers that help scrape data from the Expedia website are known as Expedia scrapers.

The working of such scrapers is very easy – the bot will first send an HTTP request to help download the web page that contains the data you need. Next, the bot will start parsing the required data. 

Of course, Expedia does not allow its visitors to scrape data because this activity is seen as data theft and also adds to the cost of running the server.

When it comes to legality, web scraping is considered legal if the data being scraped is public and not hidden behind firewalls and passwords. 

Even if Expedia does not support web scraping, it is still one of the biggest platforms that are targeted by both small- and large-scale web scrapers.

Therefore, it only makes sense that the platform makes use of technology like anti-scraping systems so that it is not easy for web scrapers to scrape data from its website. 

The first step of web scraping is to bypass this anti-spam system. If you make use of any of the already-made web scrapers that we will discuss more in this article, you will not have to bypass the anti-spam systems since these tools will get the job done for you.

However, you will have to learn how to bypass the anti-spam systems if you want to develop a custom Expedia scraper. 

Using Python To Scrape Expedia Data

Python scraper

If you do not know how to code, then you can skip to the next section of this article and make use of any already-made web scrapers that we have listed for you.

This section is for coders who are looking for ways to create a custom web scraper that you can use of Expedia. 

While you can make use of Turing programming language to develop a web scraper for Expedia, it is always better to use Python as it is a much better programming language alternative for bot development; additionally, Python is also quite an easy language to deal with. 

If you want to scrape Expedia, you will also have to make use of third-party libraries that can speed up the development process.

It is recommended that you make use of the Requests tool to send HTTP requests and Beautifulsoup to expedite the data parsing process. 

Now, let us talk about the most important hindrance of web scraping – bypassing the anti-scraping part.

As mentioned previously, you will not be able to scrape data from Expedia without getting blocked. This means that you will first have to bypass the anti-spam systems employed by Expedia. 

Unlike in the case of already-made scrapers, you will not have to deal with blocks. When you are building a custom scraper, you will have to integrate anti-block techniques; if not, you will soon be blocked after scraping the first few web pages.

This happens because Expedia makes use of an IP address tracking system; this system will detect your IP address if there is a large number of requests coming through. 

If you want to bypass such a system, you can make use of rotating proxies so that your requests will not be detected.

Some of the best residential proxies that you can use to bypass the Expedia anti-spam system are Soax, Smartproxy, and Bright Data.

With the help of these tools, you will be able to rotate other header values, randomize timing between the requests, rotate user agents, etc. so that your presence is not detected by the anti-spam systems. 

What Is The Sample Code For Scraping Data From Expedia?

In this section, we have provided you with a simple sample code that you can use for scraping data from Expedia.

When you look at the Expedia website, you will find a lot of data of interest that you can scrape. This sample code will only allow you to scrape data related to hotels – you will be provided with a list of hotel URLs that is available on the platform. 

Yes, the code looks very basic; additionally, it also does not have any anti-scraping bypass technique.

This code will not handle any exceptions, which means that if there are exceptions, the script will stop functioning and will not run. 

# import both Beautifulsoupand Requests 

import requests

from bs4 import BeautifulSoup

class ExpeHotelScraper:

def __init__(self, url):

      self.url = url

self.download_page()

  def download_page(self):

      # method for downloading the hotel page

self.page = requests.get(self.url).text

  def scrape_data(self):

      #method for scraping out hotel name, address, and about

      soup = BeautifulSoup(self.page, “html.parser”)

hotel_name = soup.find(“h1”, {“class”: “uitk-heading-3”}).text

hotel_address = soup.find(“div”, {“data-stid”: “content-hotel-address”}).text

hotel_about = soup.find(“div”, {“data-stid”: “content-markup”}).text

return {“name”: hotel_name,

               “about”: hotel_about,

               “address”: hotel_address

               }

urls = [“https://www.expedia.com/California-Hotels-Holiday-Inn-Express-Suites-Lexington-Park-California.h9741955.Hotel-Information?chkin=2021-10-17&chkout=2021-10-18&x_pwa=1&rfrr=HSR&pwa_ts=1633296934579&referrerUrl=aHR0cHM6Ly93d3cuZXhwZWRpYS5jb20vSG90ZWwtU2VhcmNo&useRewards=false&rm1=a2&regionId=85533&destination=California%2C+Maryland%2C+United+States+of+America&destType=MARKET&sort=RECOMMENDED&top_dp=123&top_cur=USD&semdtl=&userIntent=&selectedRoomType=201330831&selectedRatePlan=380921932”,]

for url in urls:

   x = ExpeHotelScraper(url)

  print(x.scrape_data())

Final Thoughts 

As you can see in this list of best Expedia scrapers, some of these data scraping tools can be used for free. With this, you will no longer have any excuse for extracting data from Expedia.

Expedia is quite a large website and it is likely that your scraping activities will cause any type of hindrance to its performance.

However, if you want to scrape data on a big scale, it is recommended that you play nice and ensure you do not attract unwanted attention.

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Written by Jason Wise

Hi! I’m Jason. I tend to gravitate towards business and technology topics, with a deep interest in social media, privacy and crypto. I enjoy testing and reviewing products, so you’ll see a lot of that from me here on EarthWeb.
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