|Perfect Number of Pages to Order||5-10 Pages|
Smart Parking Space app Assignment
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.
Resources: Microsoft Excel®, DAT565_v3_Wk6_Data_File
Scenario: 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 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 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 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 as scatter plot showing occupancy rate against day of the week, for the week 11/20/2016 –11/26/2016. Are occupancy rates time dependent? If so, which times seem to experience highest occupancy rates? Is this what you expected?
Create a 10- to 12-slide presentation with speaker notes and audio. (If you are unable to engage the audio, you may insert your narration for each slide in the notes section on each slide.) 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 results.
Utilize box plots showing the occupancy rates for each parking lot. Include your interpretation of results.
Provide scatter plots showing occupancy rate against time of day of your selected four parking lots. Include your interpretation of results.
Make a recommendation about continuing with the implementation of this project.
Requirements: ????? | .ppt file
|Excellent (4)||Good (3)||Needs Improvement (2)||Poor (1)|
|Presentation has no spelling or punctuation errors and very few grammatical errors. Very well written and excellent use of business language.||Presentation has a few punctuation or spelling errors. Few grammatical errors that don’t affect meaning. Well written and use of business language is acceptable.||Presentation has some punctuation or spelling errors. Some grammatical errors but generally don’t affect meaning. Language is satisfactory overall but use of more appropriate business language is required.||Presentation has numerous punctuation or spelling errors. Numerous grammatical errors that affect meaning. Language used is unprofessional and not appropriate for business use.|
|Presentation Organization and Formatting||Relevant sections are included, and each is organized effectively. Formatting is professional and consistent and includes all required elements.||Relevant sections are included but could be a little better organized. Formatting is acceptable and/or one or two required elements are missing.||Relevant sections are included but organization could be improved. Formatting is inconsistent and/or many elements are missing or not formatted appropriately.||Sections are missing and/or poorly organized. Formatting is messy and unprofessional.|
|Presentation Content/Thinking||Presentation Content is comprehensive and detailed. Thinking and ideas are presented clearly, are engaging and thorough.||Presentation Content is sufficient. Thinking and ideas are clear but could be expanded to be more thorough.||Presentation Content is fairly basic and/or thinking and ideas lack some clarity and depth.||Presentation Content is very basic and thinking and ideas are superficial and lack clarity.|
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Smart Parking Space app Assignment