Valuable Business Analytics - Report Writing - Management Assignment Help

Assignment Task:

Given unstructured text data, each student processes the text data and creates valuable business analytics, similar to those in the Elder Research and Jiffy Lube case studies.  Each student creates a managerial report identifying the patterns and recommendations uncovered in the data. 

1. Choose a readily available text item which recurred over at least three time periods, spaced some distance apart.  You want to make sure you have at least several thousand words of text (more than 10 pages) for each time period, and you want something which will change noticeably over that time period.  Some options could include:

   1. The CEO’s letter to shareholders (I do Amazon.com below as an example – you may choose any other company) in three different years; you may want to supplement with additional information from the company if this isn’t long enough.

   2. The State of the Union Address (or other political speeches) from three different Presidents, such as those from Woodrow Wilson, Lyndon B. Johnson, and Barack Obama

   3. The State of the State Addresses from any one of our 50 states

   4. A writeup of something technical (like descriptions of Motor Trend’s Car of the Year and Finalists) from 1950, 1980, and 2010.

   5. Some industry writeup (such as PC Magazine’s best new computers for 1979, 1989, and 1999).

   6. Recommendations about what to eat. It could be interesting to cross-index the low-fat recommendations from 1980 with today’s ketogenic or Paleo diets.)

2. Match your timeline to the subject.  For political speeches, you will get the best results if they are at least 50 years apart.  For faster-changing items (such as the cellular phone user’s manual), you can probably get away with things 10 years apart.  You will have a much easier time making good graphs if you give yourself good raw data to work with.

3. Select your desired number of time periods.  You must have at least three, and can use as many as you like.  (i.e. 2000, 2005, and 2010 would be three time periods.)

4. Take your text items for each year and convert them into a text input file.

5. Run a Python program to determine the top X word count for each year.  You will need to determine how many words you are going to use in your analysis; you should probably have somewhere between 5 and 30.    

   1. You will need to make decisions about stop words.

   2. Make sure the bulk of your text processing is done in Python, not using the “search/replace” functions in Excel or Word.  Part of this class’ skillset is exposure to Python, and this is how you should do it here.

6. Merge your Python word count data into an input file for Tableau.  You may find it helpful to use Excel or some other tool for this.

7. Analyze your data.  The emphasis here will be placed on visual analysis and text analysis.

8. As part of your analysis, take the top 3 interesting relevant words from your latest time period.  (You can use some judgment here; for Amazon, “kindle” would be more interesting than “book” even if “book” had more occurrences.)  Trace the trajectory of each of these 3 words over time – for example, at Amazon, the word “kindle” gains tremendously in popularity over time.

9. Create a managerial report in Word outlining your findings.

A successful report will 

• Contain a title page and a list of references and pass a plagiarism check in Turnitin

• Begin with a results-filled Executive Summary (half a page to one page).  The Executive Summary needs to orient the reader to your company and the analysis you are doing, and give actionable outcomes.

• Be otherwise 5-10 pages in length (I will stop reading after page 10).  So if you have 1 title page, 1 list of references, and 1 page of Executive Summary, you could turn in up to 13 pages of stuff.

• Contain reasonable typeface and margins (12-point Times New Roman with 1-inch margins work just fine).

• Follow our Modified APA Formatting.  This follows standard APA formatting, with one exception:  please integrate your figures within the body of your document.  Don’t put them in the Appendix.  If you are on page 3 talking about Figure 1, make sure the reader can see Figure 1 on page 3.

• Show mastery of the readings in the class to date

• Showcase your data visualization skills in Tableau, with exactly 5 graphs (4 is not enough, and I will not look at a 6th or further graph).  The contains formatting tips which will make it look really professional.

• Contain action words in your captions.  Captions need to tell the reader what is happening here – something like “Count of Top Three Words at Amazon.com” isn’t helpful.  “The word ‘Kindle’ is growing fast, overtakes ‘Paperback’ in 2015” is a better choice.

• Contain a list of your top 3 words, with your reasons for choosing them, and trace their trajectory over time

• Analyze anything else you find interesting

• Integrate your charts with your conclusions

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