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Today, let’s talk about big data, the term referring to a huge array of information and technologies for searching, processing and applying unstructured information in large volumes. The concept, known to few people 5 years ago, is popular among laymen and specialists alike now.
Back in 2015, Gartner, a world-famous research and advisory firm, dropped “big data” from its popular Hype Cycle methodology with the caveat that it was no longer a hyped technology with untested value, but a modern reality. This is how trends grow into mainstream over the years.
Big data in numbers
Speaking of trends. Interestingly, information from Google Trends’ US 2010-2020 search data confirms Gartner’s data. Judging by open statistics, the term big data caused a peak of interest in October 2014, which led to its decrease in popularity: what was once on top gives way to new concepts, inevitably. By 2019, the already-not-so-fresh and interesting big data branched into other directions. Today in 2022, we know data science, business analytics and business intelligence. These are irreplaceable areas that bring tangible benefits to businesses in all industries globally.
The best proof of the usefulness of big data is how fast the industry is evolving. Demand for data is growing; data specialists are wanted and welcomed more than ever, not only in this country, but throughout the world. This search for skilled data specs is going to grow year by year.
- Big data analytics industry reached $50 billion in 2019.
- By 2026, with sustainable growth rates, we can expect $100 billion or more.
According to the report of some foreign social networks for finding and establishing business contacts, as well as US recruiting agencies and job search services, in 2019-2020, data scientists were the most in-demand specialist positions around the world. In 2021, this position was indicated as the main trend in work in the IT and digital fields. Also, according to an industry report by Fortune Business Insights, some of the key market drivers behind the growing interest in the business analyst profession are:
1. Implementation of AI solutions,
2. Customer analytics,
3. Operational analytics.
What is operational analytics is already listed in encyclopedias of technical terms. For example, Techopedia defines it as “a type of business intelligence aimed at improving existing operations.”
Big data and web scraping
Big data is integral to the web scraping process. With the growing demand for data from businesses around the world, web scraping, as the main method of collecting public data from online sources, is also experiencing a rise in popularity.
- Online businesses ranging from travel fare aggregators to e-commerce marketplaces rely on data collection on a daily basis.
- Web scraping is also used as a method to ensure that product prices are in line with market averages and to select products that are in high demand.
- Competing companies need big data to secure higher rankings in search results; to optimize advertising and SEO campaigns; to check if their ads are displayed correctly on websites.
To collect a large amount of information, scraper programs or scraping scripts that work automatically are used actively. They send thousands of requests to target sites from a single IP address. Anti-spam systems react to this and block the IP. The best residential, datacenter and mobile proxies, which you can buy on trusted websites, help to avoid blocking. Geo targeted proxies are great for bypassing location-based restrictions.
Web scraping and proxies
Websites use multiple tools to prevent web scraping, e.g. performing a check of system language or geopositioning. When you buy residential IP and use geo targeted proxies, you are protected against such website checks. Owners of trusted residential and mobile proxies are located in many countries, so the anti-fraud system sees these IPs as real Internet users. The security systems determine geolocation, check the provider’s name, make sure that the user is real, and pass the request to the site successfully.
Trusted proxy websites play an important role in obtaining reliable data as they offer quality service at reasonable prices. Thanks to such sites, companies can customize the process of obtaining big data and make the process safe, too. To buy residential and mobile proxies from AstroProxy means to ensure a safe scraping process for any business. When you buy residential IP, you get confidence in reaching reliable and fast results. Our servers automatically change IP after a certain time interval, or with each new connection established, which ends in a successful pass of websites’ checks.
AstroProxy users are welcomed to buy residential and mobile proxies after a free trial!