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Online Analytical Processing

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Presentation on theme: "Online Analytical Processing"— Presentation transcript:

1 Online Analytical Processing

2 On-Line Analytical Processing (OLAP) Tools
The use of a set of graphical tools that provides users with multidimensional views of their data and allows them to analyze the data using simple windowing techniques Relational OLAP (ROLAP) Traditional relational representation Multidimensional OLAP (MOLAP) Cube structure OLAP Operations Cube slicing–come up with 2-D view of data Drill-down–going from summary to more detailed views Roll-up – the opposite direction of drill-down Reaggregation – rearrange the order of dimensions

3 Slicing a data cube

4 Example of drill-down Summary report
Starting with summary data, users can obtain details for particular cells Drill-down with color added

5 Excel’s Pivot Table Insert/Pivot Table or Pivot Chart Pivot Chart
Drill down, rollup and reaggregation Filter Pivot Chart Drilldown, rollup, reaggregation

6 Data Visualization Representing data in graphical/multimedia formats for analysis. Web-based “dashboards” Product tour Retail sales

7 Chart

8 Charting Decision Rules
An Internet Service Provider charges customers based on hours used: First 10 hours $15 Each of the next 20 hours $2 per hour Hours over 30 hours $1 per hour

9 Comparing Decision Rules
Plan 2: First 20 hours: $20 Hours over 20 $1.5 Plan 3: $35 unlimited access.

10 Charting Functions Demand function: P = 150 – 6*Q^2 Supply function:
P = 10* Q^2 + 2*Q Note: Positive area Value axis maximum/minimum value: Format Value Axis

11 Chart Stock Market Data
Download Dow Jones Historical Data Yahoo/Finance/Dow Jones/Historical Data To chart: Insert/Chart/Other Charts/Stock chart


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