Doris MaceanDoris Macean is a senior data analyst at the world council on city data where the mantra is that data is the universal language. Doris has worked in developing analytics in a number of fields from retail to finance and finally to a non-profit organiztion. Doris is passionate about using data visualization to tell a story and develop insights that can then be used to drive business decisions and make a real impact on strategy. After over 5 years of experience with Tableau, Doris believes that the application of this tool in interpreting various types of data is an invaluable skill to ensure that a full and complete picture is drawn. Doris is keen to share her experiences to help students realize the importance of date framing and the impact that visualization can have on business strategy. Doris loves to travel and experience new cultures and points of view, which has enabled her to realize that a small sample is often not telling of the total population. Read More Read Less