INTRODUCTION TO SAP BUSINESS ANALYTICS
Cloud. This case study introduces SAP Business Analytics Cloud to use data visualization to analyze NOAA fish data.
This case study introduces SAP Business Analytics Cloud to use data visualization to analyze NOAA fish data.
Data Visualization
The human visual system has evolved to be particularly good at recognizing patterns. Data visualization has become a standard analytical tool which capitalizes on the ability of humans to recognize patterns within massive quantities of multi-dimensional data generated by business information systems. Many scientific studies have led to the creation of visualization models that utilize human perception and cognition.
When the number of dimensions is small, we can use standard graphing techniques for visualization e.g. bar charts, line charts, histograms, pie charts and scatter plots.
When the number of dimensions is large, there are several novel techniques for visualizing such data. They are categorized into the following major areas - For more information on these visualization techniques, please refer to the journal reference in the footnote.
A. Pixel-oriented Techniques
a. Space filling curves
b. Recursive pattern
c. Snake-Spiral
d. Circle segments
B. Geometric Projection Techniques
a. Parallel coordinates
b. Scatter plot matrix
c. Hyperbox
d. Trellis display
e. Self-organizing maps
C. Icon-based Techniques
a. Star glyphs
b. Color icons
c. Stick figures
d. Chernoff faces
D. Hierarchical and Graph-based Techniques
a. Dimensional stacking
b. Cone trees
c. Mosaic plots
d. Fractal foam
Business Analytics 1 - Highest revenue year for Atlantic Cod
Question: What year had the highest total revenue for Atlantic Cod? What was the amount of the revenue?
Business Analytics 2 - Catch by Year
Question: What year produced the most pounds of fish? What was the amount of fish in that year?
Business Analytics 3 - Best Revenue Producing Industries
Question: Display the top 5 revenue producing industries (Herring, Cod, etc)?
Which of these industries has the highest overall total revenue? What was its revenue?
Business Analytics 4 - Price per pound
Question: What year had the highest price per pound for King Crab? What is the amount in that year?
Business Analytics 5 - Branded Spiny Lobster contribution
Question: What percent of the total revenue for the years 2005 - 2015 did the Branded Spiny Lobster contribute? What was the amount of the total revenue during this period?
Business Analytics 6 - Rockfish Analysis
Question: Of all the species of Rockfish, what was the 3rd highest producing fish species and revenue for the years 2005-2015? What was the lowest of the TOP Seven (7)?
Business Analytics 7 - Shark! Shark!
Question: In terms of pounds, what is the most fished Shark species? How many pounds of this specie were taken during the years 2005-2015?
Business Analytics 8 - Best Price per Pound
Question: What Shark produced the highest price per pound? How much was the price per pound? What was the lowest price per pound paid for a Shark? What Shark species had the lowest price per pound?
Business Analytics 9 - Projecting your future
Background: You are in the Cod fishing business in the north Atlantic, off the New England coast. As we saw in exercise #1, this past year was the worst ever.....there are basically no Cod fish left! Your future and your family's future is at stake! What are you going to do?
Question: Graphically compare the past 10 years of Cod fishing in the Atlantic versus the Pacific and make a case for whether, and why, you should keep your one boat where it is currently on the Atlantic, or move your family and your boat to the Pacific.
1. What has been the 10 year trend of Pacific Cod versus Atlantic Cod?
2. What were the Pacific Cod revenues in 2015?
Business Analytics 10 - Tough Decisions!
Background: Turns out you have a lot of family in New England and your spouse and kids do not wish to move to the Pacific with you so you can continue to catch Cod. All you know is fishing so you're going to stay in New England and fish, but what are you going to fish for? Do some research on the web and find out what's happening in the area, what are other fishermen doing and write a one paragraph essay as to what you are going to start fishing for (it can't be Lobster nor Shrimp because your boat isn't that type of boat, it's for fish!). You need to support this decision with either the data you find on the Web (be sure to provide a full citation for the data), or by using the supplied NOAA data. Show this graphically in question #2 below.
Questions:
1. Even though you're not going to become a Lobsterman, from your research you have discovered why lobster are being harvested more than ever. Explain why more and more American Lobster are being harvested each year and show this graphically (years 2005-15) in a yearly colored bar chart. What was the total 2015 Revenue for American Lobster?
2. There is one fish in your data that is mentioned quite often on the Web Click Here. It just so happens that more of these are moving north into the now warmer New England waters. So Cod fishermen are beginning to fish these. Produce a chart showing the yearly revenues of this fish from 2005-2015. What was the 2015 total revenue for this fish?
Attachment:- Business Objects.rar