Gulbahar Karatas
Gülbahar is an AIMultiple industry analyst focused on web data collection, applications of web data and application security.
Professional experience
She previously worked as a marketer in U.S. Commercial Service.
Research interests
She is a frequent user of the products that she researches. For example, she is part of AIMultiple's web data benchmark team that has been annually measuring the performance of top web data infrastructure providers.
Education
Gülbahar has a Bachelor's degree in Business Administration and Management in 9 Eylul University.
Latest Articles from Gulbahar
How to Scrape Travel Data & Best Tools
There are several approaches to obtaining travel data: using pre-existing datasets, gathering your own data, or sourcing data externally. Whichever method you choose, effective travel data scraping requires a reliable tool to address potential data collection challenges.
Top Shared Proxy Solutions: Tested & Ranked
AIMultiple team evaluated 24 shared proxy services, including all proxy types (e.g., datacenter and mobile) from 7 different proxy providers, focusing on those utilizing rotating proxies from an IP pool. A total of 5,000 URLs from 25 unique domains were tested.
What Is a Backconnect Proxy? Providers & How-To
Backconnect proxies are a managed form of rotating proxy, where you point your client at a single gateway, and the provider automatically swaps your exit IP from a large pool. They can be residential, mobile, datacenter, or ISP.
What Is a Headless Browser and Why Should You Use One?
Headless browsers support modern web features, including ES6, CSS, and HTML, for end-to-end testing, smoke testing, and UI testing. To fully leverage a headless browser, it must be combined with developer tools and browser automation libraries, such as Puppeteer.
How to Scrape Amazon Product Data with Python
Amazon employs strict bot detection mechanisms to block any web scraping activity. Simple modifications, such as adding headers, setting delays, or using custom user-agent strings, are insufficient to bypass these defenses. To evaluate which approach is most effective for scraping the Amazon website, we tested various methods using Python libraries, residential proxies, and unblocker services.
Social Media Scraping Benchmark with Tools & Case Studies
There are different approaches to collecting data from social media platforms: Evaluate the performance of leading social media scraper APIs across various platforms and compare the options based on their pricing structures.
Intent Classification: What it is & How it Works
Customers have more options than ever due to increasing competition and the quality of customer service has become one of the key factors for businesses to stay ahead of the competition. This article, we will explore one of the techniques used in these applications: intent classification.
Data Commercialization: Risks and Best Practices
Companies in every industry use data to create value and manage data as an asset. They collect and analyze huge amounts of data coming from various sources. The increasing availability of data enables businesses to make real-time decisions.
10 Most Innovative Countries: A data-driven analysis
Local solutions are still important. Local languages, customs, and laws increase the need for local partnerships. Analyzing the number of B2B tech companies from each country, we have ranked countries in terms of the number and capabilities of B2B solution providers in that country. United States and UK emerge as B2B technology leaders.
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