[{"data":1,"prerenderedAt":41},["ShallowReactive",2],{"article":3},{"id":4,"category":5,"slug":6,"title":7,"image":8,"page_image":9,"published_at":10,"updated_at":11,"meta_title":12,"meta_description":13,"meta_keywords":14,"content":15,"translations":16,"tags":37,"faqs":40},180,"blog","the-price-of-data-factors-influencing-web-data-harvesting-costs","The price of data: Factors influencing web data harvesting costs","https://blog.dexodata.com/storage/uploads/previews/23-2-s-trusted-proxy-website-the-price-of-data-factors-influencing-web-data-harvesting-costs-cover-52c54571-1f98-4d77-a45c-a2fd19f3238f.webp","https://blog.dexodata.com/storage/uploads/covers/23-2-b-trusted-proxy-website-the-price-of-data-factors-influencing-web-data-harvesting-costs-cover-f0726282-dc8a-4fa3-ad9e-bda2046bc79c.webp","2025/02/21","2025/01/31","How to scrape data from a site through geo targeted proxies at minimal costs","Factors constituting pipeline scraping cost: data volumes, error handling, geo targeted proxies’ costs, etc. Why buy proxies for data scraping from Dexodata?","buy residential and mobile proxies, geo targeted proxies, best data center scraping proxies, buy proxies for data scraping, proxies for data scraping, what are data scraping proxies","\u003C!DOCTYPE html PUBLIC \"-//W3C//DTD HTML 4.0 Transitional//EN\" \"http://www.w3.org/TR/REC-html40/loose.dtd\">\n\u003C?xml encoding=\"utf-8\"?>\u003Chtml>\u003Cbody>\u003Cp>\u003Cem>\u003Cstrong>Contents of article:\u003C/strong>\u003C/em>\u003C/p>\r\n\u003Cul>\r\n\u003Cli>\u003Ca href=\"#anchor1\">Full guide on web scraping costs: risks and solutions\u003C/a>\u003C/li>\r\n\u003C/ul>\r\n\u003Cp>Web data harvesting is a demanded business procedure. The \u003Ca href=\"https://www.gminsights.com/industry-analysis/alternative-data-market\" target=\"_blank\" rel=\"noopener\">market for scraping software is estimated at $800 million\u003C/a>, and keeps on rising. The increasing demand for actual, reliable information is not the only reason for such a growth. While geo targeted proxies and AI-enhanced tools assist with accessing and obtaining publicly available online information, sites are enhancing protection from automated requests. This leads to the escalating complexity of scraping pipelines and the increased price for gaining every megabyte of data.\u003C/p>\r\n\u003Cp>Advanced CAPTCHA-solving services, load balancers, the necessity for buying proxies for data scraping from ethical ecosystems, such as Dexodata, implementing NLP models for analysis, and hiring skilled developers for creating more sophisticated scripts are \u003Ca href=\"https://dexodata.com/en/blog/key-web-scraping-trends-for-2025\" target=\"_blank\" rel=\"noopener\">key internet info extraction trends\u003C/a>. These factors are among others, contributing to higher operational costs of finding and collecting open data on the internet.\u003C/p>\r\n\u003Ch2>\u003Ca name=\"anchor1\">\u003C/a>Full guide on web scraping costs: risks and solutions\u003C/h2>\r\n\u003Cp>Online information acquisition has evolved from automated crawling over dozens of internet pages to complex tasks of bypassing cloaking and anti-robots techniques implemented by target platforms. The same applies to the \u003Ca href=\"https://dexodata.com/en/blog/proxies-early-history-and-future-development\" target=\"_blank\" rel=\"noopener\">history of proxies\u003C/a> for data scraping. These addresses have turned from IPs for spreading the load on sites to full-fledged assistants for creating consistent digital fingerprints, accessing location-determined content, and dodging defensive sites’ algorithms.\u003C/p>\r\n\u003Cp>The main idea before and during online insights’ retrieval is to keep a balance between innovation and cost management. \u003Ca href=\"https://dexodata.com/en/pricing\" target=\"_blank\" rel=\"noopener\">Where to buy residential and mobile proxies\u003C/a>, to develop a custom tool or get ready-to-go software for particular web pages, and so on are among factors to consider. Each step to minimizing expenses leads to associated issues, as the table below shows:\u003C/p>\r\n\u003Cdiv class=\"table\">\r\n\u003Ctable style=\"border-collapse: collapse; width: 98.4413%;\" border=\"2\">\r\n\u003Ctbody>\r\n\u003Ctr style=\"height: 52px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 52px; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Factor\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 52px; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Cost-lowering advice\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 52px; text-align: center;\">\u003Cstrong>Potential issues\u003C/strong>\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 184px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 184px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Target site’s complexity\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 184px;\">\r\n\u003Cul>\r\n\u003Cli>Use \u003Ca href=\"https://en.wikipedia.org/wiki/Headless_browser\" target=\"_blank\" rel=\"noopener\">headless browsers\u003C/a> selectively.\u003C/li>\r\n\u003Cli>Apply rotation of external IP addresses for geo targeted proxies and user-agent spoofing.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 184px;\">\r\n\u003Cul>\r\n\u003Cli>Poor anti-detection handling can lead to freezing IPs or accounts.\u003C/li>\r\n\u003Cli>Headless browsing increases CPU costs.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 244px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 244px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Information volume\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 244px;\">\r\n\u003Cul>\r\n\u003Cli>Scrape necessary data fields only.\u003C/li>\r\n\u003Cli>Leverage incremental scraping to gather only new or updated information and, therefore, minimize the necessity for cloud or local HDDs.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 244px;\">Operating incomplete internet insights leads to poor decision-making.\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 244px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 244px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Proxy costs\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 244px;\">\r\n\u003Cul>\r\n\u003Cli>Select the best datacenter scraping proxies for less complex tasks.\u003C/li>\r\n\u003Cli>Opt for bulk pricing and \u003Ca href=\"https://dexodata.com/en/blog/static-and-dynamic-proxies-everything-you-need-to-know-about\" target=\"_blank\" rel=\"noopener\">dynamic IP rotation\u003C/a>.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 244px;\">\r\n\u003Cul>\r\n\u003Cli>IPs with ASNs lying within pools of data centers are easier to detect.\u003C/li>\r\n\u003Cli>Online defensive measures make businesses buy residential and mobile \u003Ca href=\"https://dexodata.com/en/blog/how-proxies-save-your-money\" target=\"_blank\" rel=\"noopener\">proxies which save money\u003C/a> on avoiding retries.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 184px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 184px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Scraping frequency\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 184px;\">\r\n\u003Cul>\r\n\u003Cli>Reduce the number of HTTP requests per second for static data.\u003C/li>\r\n\u003Cli>Use caching mechanisms for repeated inquiries.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 184px;\">Lowered frequency may result in stale or outdated web insights, especially for marketplaces or media platforms.\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 214px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 214px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Legal and compliance\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 214px;\">\r\n\u003Cul>\r\n\u003Cli>Follow guidelines in “robots.txt”.\u003C/li>\r\n\u003Cli>Buy \u003Ca href=\"https://dexodata.com/en/blog/ethical-proxies-a-faq-from-proxy-ecosystem\" target=\"_blank\" rel=\"noopener\">proxies for data scraping from KYC and AML-compliant ecosystems\u003C/a>.\u003C/li>\r\n\u003Cli>Use public APIs when applicable.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 214px;\">Missteps in compliance provoke legal action and compromises IPs.\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 214px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 214px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Handling errors\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 214px;\">\r\n\u003Cul>\r\n\u003Cli>Implement retry mechanisms for failed requests — 4xx for client-side issues and 5xx for server-side ones.\u003C/li>\r\n\u003Cli>Set up alerts for script failures.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 214px;\">\r\n\u003Cul>\r\n\u003Cli>Excess retries raise costs\u003C/li>\r\n\u003Cli>Insufficient monitoring prolongs scraping pipeline’s downtime.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003C/tr>\r\n\u003Ctr style=\"height: 195px;\">\r\n\u003Ctd style=\"width: 21.2528%; height: 195px; vertical-align: middle; text-align: center;\">\u003Cstrong>\u003Cspan style=\"color: #455298;\">Tools and infrastructure to maintain\u003C/span>\u003C/strong>\u003C/td>\r\n\u003Ctd style=\"width: 44.0683%; height: 195px;\">\r\n\u003Cul>\r\n\u003Cli>Opt for \u003Ca href=\"https://dexodata.com/en/blog/what-is-open-source-technology-in-web-data-collection\" target=\"_blank\" rel=\"noopener\">open-source tools for scraping\u003C/a>, like Scrapy.\u003C/li>\r\n\u003Cli>Adopt serverless solutions.\u003C/li>\r\n\u003Cli>Before buying residential and mobile proxies, ask for a free test.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003Ctd style=\"width: 34.6789%; height: 195px;\">\r\n\u003Cul>\r\n\u003Cli>Non-proprietary software requires technical expertise.\u003C/li>\r\n\u003Cli>Improper setups raises chances of technical glitches.\u003C/li>\r\n\u003C/ul>\r\n\u003C/td>\r\n\u003C/tr>\r\n\u003C/tbody>\r\n\u003C/table>\r\n\u003C/div>\r\n\u003Cp>Reducing the price of final data requires establishing a middle ground between hiring qualified engineers and selecting tools for handling sites’ defenses from automated activity. By choosing geo targeted proxies from Dexodata, an ecosystem with ethically sourced IPs for large-scale tasks, our partners get a scalable infrastructure of intermediate IPs with detailed statistics, 99.9% uptime, and HTTP(S)/SOCKS5 compatibility.\u003C/p>\r\n\u003Cp>\u003Ca href=\"https://dashboard.dexodata.com/admin/register?lang=en\" target=\"_blank\" rel=\"noopener\">Contact client support to get a free proxy trial\u003C/a> and advice on what data scraping proxies are the best for business purposes of yours.\u003C/p>\u003C/body>\u003C/html>\n",[17,20,22,25,28,31,34],{"lang":18,"slug":19},"ru","cena-dannyx-cto-vliyaet-na-stoimost-veb-data-xarvestinga",{"lang":21,"slug":6},"en",{"lang":23,"slug":24},"ua","ua-cena-dannyx-cto-vliyaet-na-stoimost-veb-data-xarvestinga",{"lang":26,"slug":27},"cn","cn-the-price-of-data-factors-influencing-web-data-harvesting-costs",{"lang":29,"slug":30},"es","es-the-price-of-data-factors-influencing-web-data-harvesting-costs",{"lang":32,"slug":33},"fr","fr-the-price-of-data-factors-influencing-web-data-harvesting-costs",{"lang":35,"slug":36},"ar","ar-the-price-of-data-factors-influencing-web-data-harvesting-costs",[38,39],"Data collection","Guide",[],1784902993207]