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Posted: April 23rd, 2020

Computer science Topic: Big Data Project

For the final project, we want to determine patterns of tornadic weather within state of Alabama and potentially the neighboring state of Mississippi. To develop our initial data exploration, we will used Google Big Query which has the NOAA public data set.

Problem statement: Regions with potentially higher risks of property damage, injuries or even loss of life, need to be self-aware during peak tornado season. What seasonal periods are more frequent? What areas?

Please answer the following questions in relation to this assignment.

1. Develop a very simply query using the following data sets and tables. Include the query in your final assignment submission. Write a page paper – Describe the reasoning of the design of this query. (Text or screenshot)

2. What patterns do we initially see from simply thumbing through our data results from our query? What could be human entered or from another application? (Text answer with screenshots)

3. What methods and processes can we implement when developing our data hypothesis? (Text)

4. Provide a visualization of the data to support your hypothesis. (Use Big Query Tool or Excel and text)

5. What potential solution does our data provide? How does this effect our current weather aware process? (Text)

6. How can we ensure our data is of good quality? What data governance processes can we put in place? (Text)

7. What future data sets (external or internal) could we include for better analysis or decision making?

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