Interview your nurse manager or department manager and ascertain how they utilize accounting and financial analysis in the decision-making process related to patient care. Provide an example from your interview.
Category: Analytics
“Subscriber Optimization for Rosetta Stone: An Analytical Plan for Meeting Business Growth Goals”
I need help writing parts of a report for my final project. The report should only cover the part of questions 3 and 4 from the “Final project support doc.docx”. I have already completed the coding part for these questions, and I have included the code along with other necessary files.
Please use the data and charts generated by my code in the report.
The report should include a detailed analysis of all aspects covered by the code for questions 3 and 4. Make sure to incorporate relevant data and charts directly from the code outputs.
It is crucial that the report maintains a formal tone throughout and refrains from using subjective expressions like “I think” or “I believe.”
Thank you for your help!
Here is a more detailed description:
Final Assignment
Subscriber optimization for Rosetta Stone:
Your task is to be the analytical team to help Rosetta Stone meet their business growth goals by attempting to:
1. Determine the most valuable subscribers
2. Understanding the subscriber segments present in the database
3. Identify the most likely subscribers who could be sold additional products or services
4. Identify the subscriber profile of those not continuing with their usage of the product and identify the barriers to deeper subscriber engagement where possible
5. Outline any business relevant opportunities that are present from your analysis of the data no covered above
Goals for final assignment:
Design and communicate an analytical plan for meeting the key business objectives for Rosetta Stone (as defined above).
Conduct analysis on provided dataset. It is expected groups perform a thorough examination of the data and then attempt to construct a model designed to meet the business growth goal.
Present verbally and visually your analytical plan and modeling work using data to support recommendations. Tie output of models back to business growth goals.
Title: “Improving Parking Efficiency: Analyzing Occupancy Rates and Recommending the Implementation of a Smart Parking App” Slide 1: Introduction – Welcome to the presentation on improving parking efficiency through data analysis – Today we will discuss the
part 1: Data Manipulation
Download the Parking Lot Use data set. The data set has the following columns:
• LotCode: a unique code that identifies the parking lot
• LotCapacity: a number with the respective parking lot capacity
• LotOccupancy: a number with the current number of cars in the parking lot
• TimeStamp: a day/time combination indicating the moment when occupancy was measured
• Day: the day of the week corresponding to the TimeStamp
Insert a new column, OccupancyRate, recording occupancy rate as a percentage with 1 decimal. For instance, if the current LotOccupancy is 61 and LotCapacity is 577, then the OccupancyRate would be reported as 10.6 (or 10.6%).
Using the OccupancyRate and Day columns, construct box plots for each day of the week. You can use Insert > Insert Statistic Chart >Box and Whisker for this purpose. Is the median occupancy rate approximately the same throughout the week? If not, which days have lower median occupancy rates? Which days have higher median occupancy rates? Is this what you expected?
Using the OccupancyRate and LotCode columns, construct box plots for each parking lot. You can use Insert > Insert Statistic Chart >Box and Whisker for this purpose. Do all parking lots experience approximately equal occupancy rates? Are some parking lots more frequented than others? Is this what you expected?
Select any 2 parking lots. For each of them, prepare a scatter plot showing occupancy rate against TimeStamp for the week 11/20/2016 – 11/26/2016. Are occupancy rates time dependent? If so, which times seem to experience the highest occupancy rates? Is this what you expected?
Part 2: Presentation
Prepare a 12- to 16-slide presentation with detailed speaker notes and audio, graphs, and tables.
Your audience is the city council, which is responsible for deciding whether the city invests resources to set in motion the smart parking space app.
Complete the following in your presentation:
• Outline the rationale and goals of the project
• Utilize box plots showing the occupancy rates for each day of the week. Include your interpretation of results.
• Utilize box plots showing the occupancy rates for each parking lot. Include your interpretation of results
• Provide scatter plots showing occupancy rate against the time of day of your selected 2 parking lots. Include your interpretation of results
• Make a recommendation about continuing with the implementation of this project.
Include speaker notes that convey the details you would give if you were presenting.