Distinguished - Thoroughly assesses the big data and its relationship to the identified business compliance problem.

Proficient - Assesses the big data and its relationship to the identified business compliance problem. The assessment is slightly underdeveloped.

Basic - Minimally assesses the big data and its relationship to the identified business compliance problem. The assessment is underdeveloped.

Below Expectations - Attempts to assess the big data and its relationship to the identified business compliance problem; however, the assessment is significantly underdeveloped.

Non-Performance - The assessment of the big data and its relationship to the identified business compliance problem is either nonexistent or lacks the components described in the assignment instructions.

Distinguished - Thoroughly summarizes and explains all identified compliance issues, and includes a screenshot of the data visualization from the Practice Labs.

Proficient - Summarizes and explains all identified compliance issues, and includes a screenshot of the data visualization from the Practice Labs. The summary or explanation is slightly underdeveloped.

Basic - Partially summarizes and explains all identified compliance issues and includes a screenshot of the data visualization from the Practice Labs. The summary and/or explanation are underdeveloped.

Below Expectations - Attempts to summarize and explain all identified compliance issues and includes a screenshot of the data visualization from the Practice Labs; however, the summary and explanation are significantly underdeveloped.

Non-Performance - The summary and explanation of all identified compliance issues and a screenshot of the data visualization from the Practice Labs are either nonexistent or lack the components described in the assignment instructions.

Distinguished - Thoroughly distinguishes the range of methods available to analyze large datasets, and comprehensively explains how this method will be useful in supporting recommendations for solutions.

Proficient - Distinguishes the range of methods available to analyze large datasets, and explains how this method will be useful in supporting recommendations for solutions. Minor details are missing.

Basic - Partially distinguishes the range of methods available to analyze large datasets, and minimally explains how this method will be useful in supporting recommendations for solutions. Relevant details are missing.

Below Expectations - Attempts to distinguish the range of methods available to analyze large datasets and explain how this method will be useful in supporting recommendations for solutions; however, significant details are missing.

Non-Performance - The distinction of the range of methods available to analyze large datasets and explanation of how this method will be useful in supporting recommendations for solutions are either nonexistent or lack the components described in the assignment instructions.

Distinguished - Thoroughly explains how this technology solution will serve the business demands.

Proficient - Explains how this technology solution will serve the business demands. The explanation is slightly underdeveloped.

Basic - Minimally explains how this technology solution will serve the business demands. The explanation is underdeveloped.

Below Expectations - Attempts to explain how this technology solution will serve the business demands; however, the explanation is significantly underdeveloped.

Non-Performance - The explanation of how this technology solution will serve the business demands is either nonexistent or lacks the components described in the assignment instructions.

Distinguished - Comprehensively analyzes the data to identify those drivers who are outside the standard parameters outlined in the ISM680 Big Data Analysis Project Scenario.

Proficient - Analyzes the data to identify those drivers who are outside the standard parameters outlined in the ISM680 Big Data Analysis Project Scenario. The analysis is slightly underdeveloped.

Basic - Partially analyzes the data to identify those drivers who are outside the standard parameters outlined in the ISM680 Big Data Analysis Project Scenario. The analysis is underdeveloped.

Below Expectations - Attempts to analyze the data to identify those drivers who are outside the standard parameters outlined in the ISM680 Big Data Analysis Project Scenario; however, the analysis is significantly underdeveloped.

Non-Performance - The analysis of data to identify those drivers who are outside the standard parameters outlined in the ISM680 Big Data Analysis Project Scenario is either nonexistent or lacks the components described in the assignment instructions.

Distinguished - Comprehensively evaluates the visualized data used to present the results, and thoroughly explains any missing elements or additional elements that would help to create a more in-depth analysis of the data.

Proficient - Evaluates the visualized data used to present the results, and explains any missing elements or additional elements that would help to create a more in-depth analysis of the data. Minor details are missing.

Basic - Partially evaluates the visualized data used to present the results, and minimally explains any missing elements that would help to create a more in-depth analysis of the data. Relevant details are missing.

Below Expectations - Attempts to evaluate the visualized data used to present the results and explain any missing elements that would help to create a more in-depth analysis of the data; however, significant details are missing.

Non-Performance - The evaluation of the visualized data used to present the results and explanation of any missing elements that would help to create a more in-depth analysis of the data are either nonexistent or lack the components described in the assignment instructions.

Distinguished - Thoroughly compares the sources from which big data can be collected, and suggests additional detailed ways in which this data could be augmented to provide a better picture.

Proficient - Compares the sources from which big data can be collected, and suggests additional ways in which this data could be augmented to provide a better picture. Minor details are missing, or the comparison is slightly unbalanced.

Basic - Minimally compares the sources from which big data can be collected, and suggests additional limited ways in which this data could be augmented to provide a better picture. Relevant details are missing, and/or the comparison is unbalanced.

Below Expectations - Attempts to compare the sources from which big data can be collected and suggest additional ways in which this data could be augmented to provide a better picture; however, significant details are missing and the comparison is significantly unbalanced.

Non-Performance - The comparison of the sources from which big data can be collected and suggests additional ways in which this data could be augmented to provide a better picture, is either nonexistent or lacks the components described in the assignment instructions.

Distinguished - Thoroughly assesses the business needs, and comprehensively compares the data analysis with the parameters provided.

Proficient - Assesses the business needs, and compares the data analysis with the parameters provided. Minor details are missing.

Basic - Partially assesses the business needs, and minimally compares the data analysis with the parameters provided. Relevant details are missing.

Below Expectations - Attempts to assess the business needs and compare the data analysis with the parameters provided; however, significant details are missing.

Non-Performance - The assessment of the business needs and comparison of the data analysis with the parameters provided are either nonexistent or lack the components described in the assignment instructions.

Distinguished - Recommends appropriate, thorough courses of action to address the risks identified in the data.

Proficient - Recommends appropriate courses of action to address the risks identified in the data. Minor details are missing.

Basic - Recommends somewhat appropriate, limited courses of action to address the risks identified in the data. Relevant details are missing and/or inappropriate.

Below Expectations - Recommends courses of action to address the risks identified in the data; however, the recommendations are not appropriate, and/or significant details are missing.

Non-Performance - The recommendation of courses of action to address the risks identified in the data is either nonexistent or lacks the components described in the assignment instructions.

Distinguished - Displays meticulous comprehension and organization of syntax and mechanics, such as spelling and grammar. Written work contains no errors and is very easy to understand.

Proficient - Displays comprehension and organization of syntax and mechanics, such as spelling and grammar. Written work contains only a few minor errors and is mostly easy to understand.

Basic - Displays basic comprehension of syntax and mechanics, such as spelling and grammar. Written work contains a few errors which may slightly distract the reader.

Below Expectations - Fails to display basic comprehension of syntax or mechanics, such as spelling and grammar. Written work contains major errors which distract the reader.

Non-Performance - The assignment is either nonexistent or lacks the components described in the instructions.

Distinguished - Accurately uses APA formatting consistently throughout the paper, title page, and reference page.

Proficient - Exhibits APA formatting throughout the paper. However, layout contains a few minor errors. 

Basic - Exhibits limited knowledge of APA formatting throughout the paper. However, layout does not meet all APA requirements. 

Below Expectations - Fails to exhibit basic knowledge of APA formatting. There are frequent errors, making the layout difficult to distinguish as APA.

Non-Performance - The assignment is either nonexistent or lacks the components described in the instructions.

Distinguished - Uses more than the required number of scholarly sources, providing compelling evidence to support ideas. All sources on the reference page are used and cited correctly within the body of the assignment.

Proficient - Uses the required number of scholarly sources to support ideas. All sources on the reference page are used and cited correctly within the body of the assignment.

Basic - Uses less than the required number of sources to support ideas. Some sources may not be scholarly. Most sources on the reference page are used within the body of the assignment. Citations may not be formatted correctly.

Below Expectations - Uses an inadequate number of sources that provide little or no support for ideas. Sources used may not be scholarly. Most sources on the reference page are not used within the body of the assignment. Citations are not formatted correctly.

Non-Performance - The assignment is either nonexistent or lacks the components described in the instructions.

Distinguished - The length of the paper is equivalent to the required number of correctly formatted pages. 

Proficient - The length of the paper is nearly equivalent to the required number of correctly formatted pages. 

Basic - The length of the paper is equivalent to at least three quarters of the required number of correctly formatted pages.

Below Expectations - The length of the paper is equivalent to at least one half of the required number of correctly formatted pages.   

Non-Performance - The assignment is either nonexistent or lacks the components described in the instructions.