Step 5: Prepare a Report to Management At the conclusion of your project, Frank requests a report based on your team analysis and recommendations in the previous steps. He is planning on using this report to provide the client, Choice Hotels, with guidance on a potential changes in strategy. This report, along with citations for any sources you use, should be about three to five pages. The report should highlight your analysis and recommendations based on the work you completed in the workbook. Be creative and use charts, graphs, or any other tools you feel would be useful to convey your analysis and recommendations. Post your report to management in the submission folder located in the final step of this project.

This assignment illustrates how data analytics can be used to create strategies for sustainable organizational success while integrating the organization’s mission with societal values. You’ll apply statistical time series modeling techniques to identify patterns and develop time-dependent demand models. You’ll practice organizing and delivering a presentation to senior decision-makers. The PowerPoint presentation includes an audio component in addition to speaker notes. Resource: Microsoft Excel®, DAT565_v3_Wk6_Data_FileScenario: A city’s administration isn’t driven by the goal of maximizing revenues or profits but instead looks at improving the quality of life of its residents. Many American cities are confronted with high traffic and congestion. Finding parking spaces, whether in the street or a parking lot, can be time-consuming and contribute to congestion. Some cities have rolled out data-driven parking space management to reduce congestion and make traffic more fluid. You’re a data analyst working for a mid-size city that has anticipated significant increments in population and car traffic. The city is evaluating whether it makes sense to invest in infrastructure to count and report the number of parking spaces available at the different parking lots downtown. This data would be collected and processed in real-time, feeding an app that motorists can access to find parking space availability in different parking lots throughout the city. Instructions: Work with the provided Excel database. This database has the following columns:LotCode: A unique code that identifies the parking lotLotCapacity: A number with the respective parking lot capacityLotOccupancy: A number with the current number of cars in the parking lotTimeStamp: A day/time combination indicating the moment when occupancy was measuredDay: The day of the week corresponding to the TimeStampInsert a new column, OccupancyRate, recording occupancy rate as a percentage with one 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 one, prepare a scatter plot showing the 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?Presentation: Create a 10- to 12-slide presentation with speaker notes and audio. Your audience is the City Council members who are responsible for deciding whether the city invests in 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 boxplots showing the occupancy rates for each day of the week. Include your interpretation of the results.Utilize box plots showing the occupancy rates for each parking lot. Include your interpretation of the results.Provide scatter plots showing occupancy rate against the time of day of your selected four parking lots. Include your interpretation of the results. Make a recommendation about continuing with the implementation of this project. Submit your assignment.

The Impact of Nursing Informatics on Patient Outcomes and Patient Care Efficiencies Review the concepts of technology application as presented in the Resources. Reflect on how emerging technologies such as artificial intelligence may help fortify nursing informatics as a specialty by leading to increased impact on patient outcomes or patient care efficiencies.In a 4- to 5-page project proposal written to the leadership of your healthcare organization, propose a nursing informatics project for your organization that you advocate to improve patient outcomes or patient-care efficiency. Your project proposal should include the following: Describe the project you propose. Identify the stakeholders impacted by this project. Explain the patient outcome(s) or patient-care efficiencies this project is aimed at improving and explain how this improvement would occur. Be specific and provide examples. Identify the technologies required to implement this project and explain why. Identify the project team (by roles) and explain how you would incorporate the nurse informaticist in the project team.