SCRAPING

How scraping Can be helpful for small and Medium Businesses (SMEs)

Web Scraping, Data Mining /

How Scraping Can Be Helpful for Small and Medium Businesses (SMEs) The uses of web scraping have increased tremendously due to its adoption across all sectors of life in the last few years, and so has its market—from a net worth of US $500 million by the end of 2022, with a predicted worth of $1.3 billion by 2030. Web scraping has opened a wide range of solutions, potential offers, and new possibilities for all kinds of small and medium enterprises (SMEs), which can not only increase business financially by many folds but also take businesses to new dimensions in the AI world. “Everything starts with the customer.” – June Martin Web scraping is a powerful tool so powerful, indeed, that you could build an entire business based around scraping data from the internet. After all, data has value, especially if you can turn that data into valuable insights for other people. We have discussed below some web scraping and data mining driven solutions which can be helpful for gaining a big share of the market and increasing your business performance by many folds. Comparison or Price Tracking A very popular use of web scraping comes from price comparison and price tracking for competitors’ websites. You could set up a web scraper to pull product details and pricing from multiple retailers and offer buyers the best price in the market. This not only increases your sales or keeps you ahead in the market but also provides free branding of your business without spending anything on advertisements or marketing. Scraping Solution has helped many businesses compete in the market by providing the right information at the right time through its scraping services. Lead Generation Web scraping can also be used for lead generation, either in the B2C or B2B sectors. You could use web scraping to build high-quality leads for all kinds of businesses. Of course, you wouldn’t want to tackle this project lightly; for example, you would have to make sure you’re scraping high-quality leads that are worth contacting. Get started by contacting us the best way to get quality leads in your business sector. Target your audience with Scraping Solution Scraping Solution has huge experience in hitting the right audience. Whatever business niche you may have, we know where to find targeted leads to increase your sales and hence your business. Web Listing Aggregators Aggregators are great businesses that rely heavily on web automation. The best part of this concept is that it is extremely versatile you could create an aggregator website for job listings, real estate, automotive listings, and much more. It’s all about finding a niche listing that can draw the attention of enough people to make it useful. The aggregators like Glassdoor, Indeed, LinkedIn, and even Skyscanner hugely rely on web scraping. Their data is continuously being scraped either from small aggregators or from big company websites. Financial and Marketing Analysis Web scraping can also be utilized to extract large amounts of data from all sorts of industries. These datasets can then be data mined to extract valuable industry or market insights. This data can be sold to companies in said industries, or you could run this analysis on demand for your clients. This might be one of the most involved and complex ideas on the list but also one of the most profitable. “A moment’s insight is sometimes worth a life’s experience.” – Oliver Wendell Holmes Jr. Today, ninety percent of business success depends on the initial market insights, market size, and future trends of the same market all of which can be captured or mined using web scraping and data mining. According to Forbes, data-driven insights are now the backbone of innovation and competitive advantage for modern businesses. Sports Data Services Sports data has huge value in today’s world, especially in betting, training, and coaching scenarios. It can be interpreted in many different ways with web scraping, you can extract data from all sorts of sports and leagues to collect them all in one place, be it for further analysis, sports betting, or fantasy leagues. Most sports businesses are data-driven these days. Even an athlete’s perfect arm movement in today’s world has a history and data support of many decades. That’s why it’s a well-established fact that if you want to innovate something amazing, you must have full insight into market needs, its history, and its future otherwise, you cannot develop anything with solid foundations. For more on how data transforms sports analytics, explore IBM’s insights on data-driven sports innovation. Booking Industry Data scraping has opened new horizons in recent years new business niches where, with little effort, you can get yourself appointments or booking slots at not only reasonable rates but also at exceptionally close dates. This business is becoming very popular in the hotel industry, immigration industry, and any situation where you need to book a slot before arrival. It’s a scenario where you set the web scraper to keep checking if someone leaves an already booked slot between two mentioned dates. As soon as someone cancels their booking (due to an emergency or change of plan), the slot becomes available to book again often at a better rate and the scraper books it automatically within seconds. This approach has become very popular among travel agents, the driving license industry, and tourism companies. There are many other scenarios where web scraping and data mining can be helpful and usable across various industries. It’s hard to discuss them all in one blog. For more details, please visit our Scraping Consultancy or explore another blog written on the same topic but covering different industries. If you need custom scraping or automation for your SME, get a free quote here follow us on Facebook Linkedin Instagram

Some commonly used Practices and Approaches to bypass website block in Web Scraping

Web Scraping, Data Mining /

Some Commonly Used Practices and Approaches to Bypass Website Block in Web Scraping With over a decade of experience in the field of web scraping and data mining of all kinds of data from thousands of websites out there, Scraping Solution has written down some major techniques, tools, and services websites use to block IP addresses or restrict your entry to the webpage if they find any bot activity or scraping on their websites. User-Agent DetectionIP Address TrackingCAPTCHARate LimitingCloudFlareHTTP Headers InspectionIP Reputation DatabasesFingerprintingSSL FingerprintingBehavioral BiometricsAdvanced CAPTCHA There are some known techniques that websites use to detect bot activity. Some of these are easy to bypass while others are hard. With AI coming into the IT sectors, new techniques are getting into the market which analyzes the behavior of the request made to the website — these are most effective in blocking the scrapers and are almost impossible to dodge. In the article below, we have discussed each blocking system mentioned above with some possible hacks or techniques to bypass these kinds of blocks: User-Agent Detection: Old days were good days when you just faced ‘user-agent detection’ blocking services and just by rotating user-agents with each request, you can present yourself as a different type of browser or device with each request, making it more difficult for the website to detect that you are scraping its data. You can learn more about automated extraction on our detailed guide to web automation. IP Address Tracking: Using a VPN or proxy rotation service to send your requests with a temporary IP address can help you hide your real IP and avoid being detected or blocked by the website. This technique still works for 90% of websites, but you need to make sure that the proxies you are rotating are up and fast (only use credible service providers). For large-scale automation, you can also explore Google Maps scraping for location-based data. Rate Limiting: Adding a random delay between requests using time.sleep() in Python can help you avoid being detected as a scraper if the website has rate-limiting measures in place. Limiting your rate by adding random delays also feels more like human behavior rather than a bot action. Learn how Python data analysis can be combined with scraping for smarter automation. HTTP Headers Inspection: By rotating the headers for each request, you can avoid having a consistent pattern of header information that could be used to identify you as a scraper. You can also inspect the headers used by your browser when you manually access the website and use those headers in your scraping requests. Fingerprinting: By changing the headers for different devices and user-agents, you can avoid being detected through fingerprinting, which uses information about the device and browser being used to identify the user. You can also refresh the cookies, and if the website still blocks you, try changing the IP address too. In fingerprinting, you can play with all the options you got. SSL Fingerprinting: To go one step further and to avoid SSL fingerprinting detection, web scrapers may use techniques like rotating SSL certificates, using a VPN, or using a proxy service that hides their real IP address. Behavioural Biometrics: Getting avoided by Behavioral biometrics is tricky; however, we can avoid it by generating less data for behavioral biometrics, using a headless browser, randomizing mouse movements, scrolling on the website, etc. Cloudflare: The method of using Selenium to bypass Cloudflare is indeed one of the simplest ways to do so most of the time, but it is not efficient or reliable. It’s slow and can affect the memory of your system, and it’s also considered a deprecated technique. It’s recommended to use other methods, such as IP rotation or proxy servers, to bypass Cloudflare. Doing the above-mentioned exercises may not get you through Cloudflare as it has different levels of detection from basic to advanced. A website with an advanced level of Cloudflare might not let you through it even if you try everything above — doing regular scrapes of such websites is simply not practical. To manage such complex scraping projects, professional scraping consultancy can be highly beneficial. CAPTCHA: There are third-party services available that can solve CAPTCHAs for you, allowing you to continue scraping without interruptions. However, this is an additional cost and may not be a reliable solution in the long term.Use a VPN or proxy service: A VPN or proxy service can sometimes help to bypass CAPTCHAs by making it appear as if the request is coming from a different location.However, manually solve the CAPTCHA and use the headers from the manual request: This involves manually solving the CAPTCHA and then using the headers from the successful manual request in future scraping requests. This can help to reduce the number of CAPTCHA interruptions but requires manual intervention.Rotate headers every time a CAPTCHA shows up: This involves rotating the headers used in your scraping requests every time a CAPTCHA is encountered. This can help to bypass the CAPTCHA but requires additional work to manage the headers. It’s important to note that these techniques are not foolproof, and websites can still use other techniques to detect and block scrapers. However, implementing these techniques mentioned above can help to reduce the risk of encountering CAPTCHAs and make it more difficult for a website to detect and block your scraping activities. Note from Author Scraping Solution also provides consultation in web scraping and web development to companies in the UK, USA, and around the globe. Feel free to ask any questions here or request a quote. follow us on Facebook Linkedin Instagram