Welcome to the National Center for Visual Analytics
We do research in Geovisual Analytics
Our mission is to develop, enhance and transfer the most advanced methods, tools and applications in Visual Analytics and Geovisual Analytics, discuss problems and possible approaches to solving them, and define appropriate directions for further research. NCVA collaborates with many leading research groups including Ericsson research Linkoping, Unilever Port Sunlight, SMHI Norrköping, SCB Statistics Sweden, OECD Paris, Eurostat, Norrköping Kommun, Linkoping Kommun, Göteborg Stad, Statistics Denmark and several European universities. Our visualization tools help these organizations to provide knowledge and advanced decision-making information and aims to contribute to increased social benefit and a sustainable society.
More information in this paper: A Web-Enabled Visualization Toolkit for Geovisual Analytics SPIE Paper Jan 2011.pdf
PLEASE contact me for comments or ideas about the NCVA web site! firstname.lastname@example.org
Statistical eXplorer provides world leading statistical data geovisual analytics software
World eXplorer, Sverige eXplorer, Europe eXplorer and MDim eXplorer for education and research at the eXplorer website.
We are living in the age of data explosion. The need for analysing data, gaining insight into data and communicating the analytical results are continuously increasing. NCVA introduces an effective web-enabled geovisual analytics framework implemented, applied and verified in Adobe Flash ActionScript. It has been developed based on the principles behind geovisual analytics and designed to significantly reduce the time and effort needed to bring the benefits of geovisual analytics to the public. Statistics eXplorer was developed based on a component architecture and includes a wide range of visualization techniques enhanced with various interaction techniques and interactive features to support better data exploration and analysis. It also supports multiple linked views and a snapshot mechanism for capturing discoveries made during the exploratory data analysis process which can be used for sharing gained knowledge. Learn more about Statistics eXplorer from this video eXplorer Demonstrator.mp4 or visit the web site eXplorer.
Try eXplorer at:
http://mitweb.itn.liu.se/GAV/world/ World eXplorer
http://mitweb.itn.liu.se/GAV/swe/#story=0 Sverige eXplorer
http://mitweb.itn.liu.se/GAV/mdim/#story=0 MDim eXplorer
OECD Regional eXplorer-Collaboration NCVA and OECD
Use the web-tools OECD eXplorer to compare demographic trends, economic, social and environmental performance of regions and metropolitan areas in OECD countries and to view interactive maps and other visual presentations of the regional database:
Figure OECD Regional eXplorer – ageing population in Europe 1990-2011 for TL3 regions (more than 4000 small regions). Regions with a low percentage of population aged 65+ i.e. 10,2% (the 20th percentile) are coloured in blue. The motion bubble chart represents four indicators age 0-14, age 65+, total population (bubble size) and 65+ bubble colour. The special Distribution chart shows a range (focus&context) of countries with their small regions distributed along a horizontal axes based on the indicator age 65+. Selected regions are highlighted in all views (brushing) the map, bubble and distribution graphs:
Read scientific paper by OECD and NCVA: http://www.oecd.org/gov/regional-policy/42711835.pdf
Eurostat with applied geovisual analytics HTML5 visualization
With this interactive tool based on HTML5 software, users can now visualise Eurostat's regional data. Regional Statistics Illustrated contains more than 50 indicators by NUTS 2 regions, grouped into 10 statistical domains.
- Choropleth map
- Distribution plot
- Scatter plot
- Bar chart
- Data table
Interactive Dashboard Visualization using HTML5
Figure: NCVA HTML5 geovisual analytics methods
See (figure below) an example with World Map, Scatter Plot and Bar Chart (fish eye) :
Try above educational geovisual analytics methods at: http://mitweb.itn.liu.se/GAV/dashboard/
Read this AGILE 2013 paper:
Patrik Lundblad and Quan Ho present their dissertations and receive PhD degrees.
Quan Ho, "Architecture and Applications of a geovisual Analytics Framework", Linköping Studies in Science and Technology. Dissertations, No. 1511, 2013.
Patrik Lundblad, " Applied Geovisual Analytics and Storytelling", Linköping Studies in Science and Technology. Dissertations, No. 1515, 2013.
Flow Map eXplorer
demonstrated at Spatial Thinking and Geografic Information Sciences in Tokyo
We present our work on visualizing flow data through our Flow Map eXplorer project.
Read full paper at:
Slides can be downloaded here: Slides
Video Flow Map at: World Trading 1988-2008 Demonstrator.mp4
Video Flow Map Introduction:flowmap demonstrator.mp4
More information about Flow Map eXplorer at:
Figure: Example of Flowmap eXplorer showing migration from and to Linkoping
Figure: Flow Map eXplorer Migration Sweden - Norway for counties
NCVA and OECD announce a novel storytelling technique
Sound information at sub-national level and benchmarking of regions across national borders has increased in importance in the policy agenda of many countries due to higher integration driven by institutional processes and economic globalisation. Geovisual analytics techniques help illustrating complex data such as regional, spatiotemporal and multidimensional statistics. Interactive time-linked visual representations enable the users to simultaneously analyse relations among different variables. “OECD Regional eXplorer”, developed by NCVA in collaboration with OECD, is today a worldwide recognized web-enabled tool for visualizing and better understanding the socio-economic structure of OECD regions and their performance over time. Geovisual Analytics in the OECD Regional explorer has so far focused more on tools to analyse regional economic performance than on methods that efficiently publish gained knowledge. Storytelling is indeed part of the analytical process and represents a catalyst for discussion generating new value in a social setting. In this context, we introduce a novel storytelling that supports the editorial authoring process with the goal to advance technology critical to the sharing of information and publishing. With the introduction of this new technique, we are moving away from a clear distinction between authors and readers: The analyst can discuss with interested readers the visual discoveries which have been captured into snapshots together with descriptive text and hyperlinks. The author gets feedback from colleagues, adapts the story and publishes it using "Story". This advanced storytelling technology applied to OECD Regional eXplorer has become a complete on-line publication to highlight recent trends and relevant disparities among OECD regions. Comments and scientific paper at:
Visit also famous OECD Factbook eXplorer at:http://stats.oecd.org/oecdfactbook/#story=0
NCVA’s OECD eXplorer on the BBC News
On July 2nd BBC News showed a 3 minutes long program demonstrating OECD eXplorer in live action to explore and visualize complex regional statistical world data – a geovisual analytics technique developed by NCVA.
BBC News: http://news.bbc.co.uk/2/hi/8130554.stm
SMHI and Swedish Road Administration adopt GeoAnalytics tools from NCVA
During the winter months, the Swedish roads are dangerous for driving. Ice, rain and snow make the roads slippery and hundreds of people are killed or injured. The Swedish road administration based on measurements from 700 road stations prevents accidents by preparing the roads based on real-time weather forecasting. Today, this is done by accessing static pictures over Internet and direct contacts with meteorologists. The Road Warning Prediction application RoadVis was developed in collaboration with the SMHI and assembled from GAV Flash components (map with layer support, glyph layer, parallel coordinates, line diagram) demonstrates that advanced geovisual analytics tools are suitable for developing highly interactive and tailor-made applications applied to early warning management. The map shows stations coloured according to temperature or ice slipperiness. This application is published on the Web by the Swedish Road Administrator.
Göteborg Stad joins NCVA as a new partner
Göteborg Stad joins NCVA as a domain expert in statistics for Geovisual Analytics and will help move our strategic eXplorer development forward. NCVA also supports Goteborg Stad as associate partner in the EC project URBACT II-project LC-FACIL providing state-of-the-art statistics visualization tools for regional development. See also Goteborg eXplorer at: http://www.samhallsutvecklingen.se/explorer/#story=0
NCVA is awarded 1,5 Mkr from VINNOVA for collaboration with Ericsson Research
NCVA develops advanced Visual Analytics technology in close collaboration with partner Ericsson Research in Linkoping. This research was the foundation for a proposal to VINNOVA’s program: Smarter, faster, converging solutions within IT and data/tele communication as part of "Tomorrow's Communication". NCVA targets Visual Analytics, where novel techniques is being developed and applied to smart network management prototypes for mobile communication networks (MCN). The application area is network management of MCN in 3GPP defined systems, e.g. LTE. Additionally, we target solutions for Self Organizing Networks means, managing the complexity in large networks promoted by operators. The figure below shows a snapshot where large temporal and multivariate network data is analysed by operators.
A scientific research paper was recently presented at the VAST09 IEEE conference in Atlantic City USA. "Geovisual Analytics for Self-Organizing Network Data" by Ho Van Quan, Tobias Åström and Mikael Jern
Learn more at: ANROSS Mobile
In October 2008, OECD launches OECD eXplorer
OECD has launched a powerful, interactive tool for visualising and analyzing regional statistics. OECD eXplorer combines maps and other graphics via the Internet, to increase the user's understanding of regional differences and structures across and within OECD countries. To try out the regional maps and statistics using OECD eXplorer, go to:
The development of OECD eXplorer is the result of a fruitful cooperation between OECD and NCVA,at Linköping University, Sweden. In the seminar on generating knowledge from statistics, organised by Statistics Sweden and OECD in Stockholm in May, Professor Mikael Jern from NCVA presented a first version with some OECD statistics. Since then, the development team at NCVA has worked intensively on improving the tool and adapting it to all the needs expressed by OECD.
Last updated: 2014-02-26