Challenges While Preparing the Data for Analysis

Challenges While Preparing the Data for Analysis

Instructions/Descriptions

Challenges While Preparing the Data for Analysis

The project sponsors of the U.S. Student Aid Data project want you to participate in the project debrief meeting. You are to provide information around the methodology and practices you used to develop the database and the reporting tools used to answer the project questions.

Refer to the U.S. Student Aid Data assignments you completed throughout this course to prepare your debrief report. Previous assignments may need to be revised with instructor feedback.

Document the following for the project sponsors:

An explanation of the schema selected to develop the database, including:

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A summary of any schema discrepancies you found and how you resolved them

The process and considerations you used to select the best schema for the database

The strategy you used to optimize and incorporate best practices into the SQL used to develop the databases, including strengths and weaknesses of the techniques you used

The strategy used to transform from one schema to another

The challenges encountered while preparing the data for analysis

The strategy used to clean the data

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The tools you selected for integrating various database elements, including the strengths and weaknesses of these tools

Screenshots, diagrams, and other images as needed to support your summary

Practices you will replicate or avoid in similar projects based on your experiences with this project

Present your summary as either:

A 10- to 12-slide Microsoft® PowerPoint® presentation with detailed speaker notes

A 3- to 4-page Microsoft® Word document

Ongoing Social Issues Discussion Spark

Week 4 Discussion Spark: Ongoing Social Issues

1)

Identify a historical social, political, or economic issue from the 1980s or 1990s that continue to adversely affect the United States today. Has a movement emerged to successfully address this issue? If yes, what impact has it had? If no, why do you think that no substantial movement has evolved?

Your response should contain at least two significant paragraphs

Discussion: The 80s and the 90s: Social Movements that Defined a Decade

As the United States entered the 1980s, race and gender issues continued to take center stage, but other concerns also became the focus of many grassroots activists. From HIV/AIDS awareness to the environment, activists challenged local, state, and federal authorities and big business to improve the way of life for humans, animals, and the earth. In many cases, their activism not only raised awareness, but also spurred increasing government intervention.

For this week’s Discussion, you will identify a social movement that you believe defined a decade.

2) 

Post a 2- to 3-paragraph explanation of how one social movement defined either the decade of the 1980s or the decade of the 1990s. Include in your posting a brief description of the movement, a rationale for its relevance, and the impact that this movement has had on the both the United States and the world.

Challenges While Preparing the Data for Analysis

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