Author: Jože Bučar, Faculty of Information Studies in Novo mesto (contact: joze.bucar@gmail.com) Abstract: Five web-crawlers written in the R language for retrieving Slovenian news texts from the portals 24ur, Dnevnik, Finance, Rtvslo, and Žurnal24. These portals contain political, business, economic and financial content. Web crawlers are written in the R language. Keywords: Web-crawling, Slovene Web resources: - Slovenian news texts with political, business, economic and financial content published between 1 September 2007 and 31 January 2016 from five Slovenian web media from five web media: www.24ur.com, www.dnevnik.si, www.finance.si, www.rtvslo.si, www.zurnal24.si Type and size: - .R (web-crawlers); size: 213 KB Encoding: ANSI Year: Last update 2016-02-14 Attributes (retrieved news): URL main - Uniform Resource Locator (URL) of the resource (web medium) [string; www.24ur.com, www.dnevnik.si, www.finance.si, www.rtvslo.si, www.zurnal24.si] URL - URL of the news [string] Date - Date of publishing the news [string; format: dd.mm.yyyy] Author - Author of the news [string] Keywords - Keywords of the news [string] Title - Title of the news [string] Summary - Summary of the news [string] Content - Content of the news (document) or its part (paragraph, sentence) [string]