Visualisation
- The Visualization Handbook. C. Hansen, C. Johnson. Academic Press, 2014.
- Information Visualization (3rd Edition). C. Ware. Morgan Kaufmann, 2012.
- Introduction to Information Visualization.Ricardo Mazza. Springer-Verlag, 2009.
- Handbook of Data Visualization, C. Chen, W. K. Härdle, A. Unwin, Springer-Verlag, 2008.
- The Visual Display of Quantitative Information(2nd Edition). Tufte. Graphics, 2001.
Big Data and analytics
- Chaudhuri, “What next?: a half-dozen data management research goals for big data and the cloud,” in Proc. of the 31st PODS Symposium on Principles of Database Systems (PODS ’12), 2012.
- Apps and R. Scale, Big Data Sourcebook. 2014.
- S. Vitter, “External memory algorithms and structures: dealing with Massive Data,” ACM Comput. Surv., vol. 33, no. 2, 2001.
- Zikopoulos, D. DeRoos, K. Parasuraman, T. Deutsch, J. Giles, and D. Corrigan, Harness the Power of Big Data. McGraw-Hill, 2013.
- Kelly, D. Vellante, and D. Floyer, “Big Data Market Size and Vendor Revenues,” Rep. Wikibon Proj., no. February, 2012.
- D. Ullman, “Designing good MapReduce algorithms,” XRDS Crossroads, ACM Mag. Students, vol. 19, no. 1, Sep. 2012.
NoSQL
- Cattell, “Scalable SQL and NoSQL data stores,” SIGMOD Rec., vol. 39, no. 4, May 2011.
- J. Sadalage and M. Fowler, NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot. 2012.
Useful Resources
- Mining of Massive Datasets
- Interactive Twitter (projects)
- Dataviz Catalogue
- Financial Times Vocabulary (guide)
Examples
- Kantar Information is Beautiful Award
- Spending patterns (Geo + Text)
- A tale of many cities (Geo + Text)
- Predicting socio-economic indices from big data of individual bank card’s transaction
- A 3-D View of a Chart That Predicts The Economic Future: The Yield Curve
- Regional Statistics and Indicators (link)