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This video tutorial teaches how to create bar graphs in Scilab to visually compare data over a longer period of time, such as monthly data for three childhood diseases in a hospital. There are two types of bar graphs: grouped (with separate bars for each disease per month) and stacked (with one bar per month split into three portions). The tutorial guides on how to create these graphs in Scilab by starting a script.