Business Analytics -Data Analysis
Scenario:
A citys administration isnt 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.
Youre 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.
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. You will record your speaker notes.
Ensure that the slides contain only essential information and as little text as possible.
Get Your Paper Before the Deadline. Our Services are 100% private and Confidential
Useful Links That Will Help You Around
Link to new order https://studentsolutionsusa.com/orders/stud/new
link to login page https://studentsolutionsusa.com/orders/login
New user registration link https://studentsolutionsusa.com/orders/register
Forgot Password https://studentsolutionsusa.com/orders/forgot/password
FREQUENTLY ASKED QUESTIONS
Question: How does this work?
Answer: Good Question. We are a group of a freelance board of students and professional essay writers. At our website, you may get help with any type of academic assignments: essay, coursework, term paper, business plan, case study, article review, research paper, presentation, and speech. Top writers can help with complex assignments such as dissertations, thesis papers, etc. All of them are professionals possessing excellent knowledge in their field of expertise, perfect writing skills, quality, and speed. When you place an order on our website, we assign it to the best writer. Once the writer finishes the work, the paper is submitted to our quality assurance desk who go through it and ensure it is unique and plagiarism free and that the instructions were followed to the detail. After this step we upload the paper in your account, we also send a copy to the email that you used to register the account with. we can guarantee you that the paper will be 100% plagiarism free. Besides, our services are 100% private and confidential
Question: How do I place an Order after getting to the order page
Answer: There are three major steps in the ordering process
Step 1 ....................................................paper details In this step, you will fill in the instructions of your paper; you can upload any materials that you feel will make your assignment a success. Besides, you can also email us at [email protected] Remember to specify the correct academic level. Please note that sources mean the number of references.
Step 2...................................................... Price calculation Kindly specify the number of pages, type of spacing and the correct deadline. This step will give you the estimated cost minus discount -- you may add the extra features if you wish.
Step 3 ....................................................discount and payment Use the discount code HAPPY2018 to enjoy up to 30% discount of your total cost After this step, proceed to safe payment; you can checkout using your card or PayPal Please note we will send the complete paper to the email you will provide while registering. A copy will also be uploaded to your account
Question: How will I know when my paper is complete? or How will I get the complete Paper?
Answer: Once we are done with the paper, we will be uploaded to your account. A copy will also be sent to the email you registered with. We can guarantee you the following:- 1. Our service is private and confidential; we don't spam or share your contacts with anyone 2. The final paper will be plagiarism free. We will send a Turnitin Report to the email you registered with 3. At our company, willing to do free unlimited revisions until you are satisfied with your paper
Question:- Am a new client, How can I get the guarantee that the paper will be completed and sent to me before my deadline?
Answer: Thank you for expressing your concerns. We would love to have you as our loyal customer. We are certain if we do good work, you will come back for me. Besides, you will give us referrals to your friends and family. For that reason, we can’t fail to deliver your paper within your specified time frame. We will ensure we submit the paper on time so that you can have enough time to go through it, if you have problems with the paper delivered, you can request a free revision. You are entitled to as many revisions as you would wish until you get a paper that satisfies you
Useful Links That Will Help You Around
Link to new order https://studentsolutionsusa.com/orders/stud/new
link to login page https://studentsolutionsusa.com/orders/login
New user registration link https://studentsolutionsusa.com/orders/register
Forgot Password https://studentsolutionsusa.com/orders/forgot/password
