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[Audio] Smart Parking Application Project WEEK 6 APPLY: SMART PARKING APP PRESENTATION UNIVERSIT Y OF PHOENIX COURSE - DATA 565 AMY CHAPLIN MARCH 21,2022.
[Audio] Presentation Contents: PARKING PROJECT OVERVIEW PROJECTIONS & ANALYSIS PROJECT RECOMMENDATION.
[Audio] Parking Project Overview & Investment Goals • Overview: Many US cities are plagued with frustrating parking problems, our city included. In the last few years, we have seen a dramatic impact of higher traffic congestion and lack of parking throughout many of our city parking lots. • What To Do: Implement a real-time parking application • Why: Lower traffic congestion, provide real-time parking availability, easy movement around city streets.
[Audio] Background to Parking Issue How Did This Happen: ➢ Miscalculation of space requirements during the planning phases of the city ➢ Parking space shortage ➢Higher traffic volume What To Do: Analyzing statistical trends like: parking cycles over a specific period, parking volumes on certain days, and particular lots overfilled to understand the impact of these variables and draw conclusions about the data presented..
[Audio] PARKING PROJECT ANALYSIS & PROJECTIONS In the following section, analysis and projections for parking within the city supports a smart parking application's implantation through various charts and visual aids, including the following data. • Occupancy rates for each day of the week • Occupancy rates for each parking lot to be utilized within the city • Data presented to show the correlation between occupancy rates vs. time of day for selected lots.
[Audio] Occupancy Rates for Each Day of the Week 20.7[break]% 46.2[ break]% 50.2[break]% 53.4[break]% 53.0[break]% 53.6[break]% 28.0[break]% 19.7[break]% 25.6[break]% 23.7[break]% 21.7[break]% 22.8[break]% 18.2[break]% 24.7[break]% 26.0[break]% 17.4[break]% 19.5[break]% 18.2[break]% 16.8[break]% 13.0[break]% 21.0[break]% 0.0[break]% 20.0[break]% 40.0[break]% 60.0[break]% 80.0[break]% 100.0[break]% 120.0[break]% Sunday Monday Tuesday Wednesday Thursday Friday Saturday Daily Occupancy Rate Box and Whisker Plot.
[Audio] Occupancy Rates for Each Day of the Week Interpretation Results ❖Higher volume in parking lots on weekdays Conclusion: Most likely due to influx of workers commuting to the city ❖Weekend volume trends down Friday through Sunday Conclusion: Friday tends to show more parked cars due to leisure or after work activities, Sunday shows the least volume throughout the weekend..
[Audio] Occupancy Rates for Each Parking Lot 0.0[break]% 20.0[break]% 40.0[break]% 60.0[ break]% 80.0[break]% 100.0[break]% 120.0[break]% Lot01 Lot02 Lot03 Lot04 Lot05 Lot06 Lot07 Lot08 Lot09.
[Audio] Occupancy Rates for Each Parking Lot Interpretation Results • Occupancy Rates Fluctuate hourly and daily • Morning Hours Present Higher Volume • Working Hours Trend Higher Volume • After 5pm Weekday Volume Drops • Weekends Tend Less Volume Over all.
[Audio] Occupancy Rates vs. Time of Day y = 0.0131x + 0.5077 R² = 0.2634 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 0 2 4 6 8 10 12 14 16 18 20 Average of Occupancy Rate - Lot 5 Average of Occupancy Rate - Lot 6 Linear (Average of Occupancy Rate - Lot 6) y = 0.0215x + 0.4434 R² = 0.163 y = 0.0215x + 0.4434 R² = 0.163 0.00[break]% 20.00[ break]% 40.00[break]% 60.00[break]% 80.00[break]% 100.00[break]% 120.00[break]% 0 5 10 15 20 Occupancy Rate - Lot 5 Occupancy Rate - Lot 6 Linear ( Occupancy Rate - Lot 5) Linear (Occupancy Rate - Lot 5).
[Audio] Occupancy Rates vs. Time of Day Interpretation Results •Both lots present a decline after 15 on the x-axis •Lot six shows both declines after 15 yet, a sharp uptrend after 18 •Both lots offer low occupancy on Saturday and Sunday •Both lots show lower volume after working hours in the evening during the week •All data concludes the expectations to support a smart parking application within the city.
[Audio] Project Recommendations ❖Adopt new technology that will enable residents and city guests to find available parking spaces in real-time. ❖ More parking could help lessen the parking lot overcrowding and overflow congestion down narrow city streets. Now that the data concludes, some city areas are in higher demand than others. ❖Signage for the city parking smart app service should be visible around the city. ❖The Smart Parking App program will help ensure city funding is appropriately utilized for a need to create a higher quality city environment for residents, the working commuter class, and city guests..
. . References. Doane, D. P., & Seward, L. E. (2022). Applied statistics in business and economics (7th ed.). New York Mcgraw Hill..
[Audio] Smart Parking App Presentation Created By: Amy Chaplin.