, a project of Investigative Reporters and Editors, launched in 1989 to train reporters around the world on how to use data as part of broader investigations. In addition to “boot camps” and in-office training, NICAR offers a data library, practice data sets, and hosts the original annual conference on computer-assisted reporting. IRE also publishes the popular book,. offers  for getting started with computer-assisted reporting, and  to analyze datasets more efficiently. Nils Mulvad, a co-founder and  of the Global Investigative Journalism Network, wrote  for GIJN in February 2015 about free or nearly free data tools. published a  “for all journalists who want to master the art of interrogating and questioning numbers competently. ”  a slew of additional books, guides and video resources on aspects of data journalism. offers a  for computer-assisted reporters. is “a curated guide to the best tools, resources and technologies for data visualization,” with 21 categories that include mining, cleaning, scraping, and interactive story-telling. provides a selection of  on basic Excel functions, as well as how to background a person or company, or find federal court documents in the U. S. maintains  of the latest trainings, tools, and resources for data journalists. lists tools for data mining, visualization and social network analysis. Google search your tool of choice and you’ll surely find tutorials on how to begin. is an international, collaborative effort involving dozens of data journalism experts. The free guide is available for download in English, French, Georgian, Russian, and Spanish.

 offers a series of free interactive trainings on the basics of HTML, CSS, JavaScript, Python, Ruby, and PHP. offers a series  in computer programming with Python, Java, and C++. publishes  on how to program with Ruby on Rails. ran this  of tools and training guides for scraping data from the web using Ruby. published  to using  to obtain data from the web. discusses the legal, social and technical aspects of open data, with case studies and handy tips. offers online tutorials for a fee to learn programmes, which are widely used in newsrooms, such as Ruby on Rails and Python from scratch through code mentors. There are also free useful guides and tips. offers  to learn the basics of R programming for data science,which covers data analysis and data manipulation. offers a wide variety of  focusing on data mining, analytics and data science, including , ,  and.

 provides  to converting PDFs to Text. at McGill provides  on how to export a table from PDF to Excel. offers from finding datasets, to basic Excel skills and using the results to tell a story. shares some  to start creating your own database. put together  on using Google Refine to clean structured data sets, and also links to other video tutorials on Google Refine. offers a “. ”

 a blog started in 2007 that aims to “to make you awesome in excel and charting”.

Edward Tufte’s  and  are industry standards. is run by statistician Nathan Yau, author of  and 

 offers a directory of compelling infographics, how-to info, and more. offers a series of  for those interested in mapping with ArcGIS. Gustavo Faleiros created  for launching geodata-based sites. It allows news organizations, bloggers and NGOs to publish news stories as layers of information on digital maps. put together  on using Excel’s free social network plugin, NodeXL. The  is an on-going project to “help you find the right data vizualization method for your data”. , a blog that highlights data viz best practices around the web. , a good blog for following the development of digital cartography (not only Google products). , a website that displays “the world’s best infographics and data visualizations. ”

 aims to help people with everyday data visualizations, designed to facilitate discussion, debate, and collaboration from the data visualization community. has tutorials on  with integrated data values in 5 minutes and. you can check out a list of visualization tools from.

 hosts this  on statistics

 provides. is run by statistician Nathan Yau

 offers a number of online statistics courses including:

  • through Wesleyan University
  • , offered though the University of Toronto
  • , offered through Princeton University
  • , offered through the University of California Berkeley

Recommended Books on Statistics:

  • , Joel Best
  • ,  Edward Tufte
  • , by King, Keohane, and Verba
  • , Leonard Mlodinow
  • , Darrel Huff
  • : , Charles Wheelan
  • , Nate Silver

, by Daniel Kahneman

, the Guardian’s blog on computer-assisted reporting

, by the UK’s Paul Bradshaw, covers data journalism, citizen journalism, blogging, vlogging, and more.

, global movement to open up knowledge around the world and see it used and useful

 on  collects

, all about data mining

, data journalism research

, how data journalism is sifting through the facts

, random thoughts on information visualization and data journalism

, Duke University’s blog on tools, techniques and research for public affairs reporting.

, Columbia’s blog on how technology is changing journalism, its practice and its consumption.

, founded by renowned statistician Nate Silver.

, a data journalism site by the New York Times dedicated to politics, policy and economic analysis.

, a blog that gives an overview of the data journalism articles produced by the newspaper.

, a blog that focuses on the methodology behind data journalism projects and that also shares open tools.

, a Mozilla/Open News project that offers guides, tutorials and regular features by top data journalists.

, a collaboration between the Media Innovation track at Northeastern University’s School of Journalism and Esquire magazine.

, By Fred Vallance-Jones and David McKie

, the E-version by Brant Houston

, By Nora Paul and Kathleen A. Hansen

 is an international, collaborative effort involving dozens of data journalism experts. The free guide is available for download in Arabic, English, French, Georgian, Russian, and Spanish.

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 By Jennifer LaFleur and Andy Lehren

, by Philip Meyer

 hosts the original annual conference on computer-assisted reporting, which is attended by hundreds, and also puts on data-specific boot camps. is a collaboration between the ,  and. The next conference is scheduled for May 19 to 21, 2017 in Mechelen, Belgium. in Perugia, Italy, includes a School of Data Journalism training. , held every two years, hosts a broad range of data-specific trainings. trains participants in Ghana on how to locate, obtain and analyze public data on the extractive industries. is a new annual conference organized by Birmingham City University’s Paul Bradshaw.

.