I have created a simulated dataset of Uber rides in Málaga for today, including details like pickup location, drop-off location, distance, duration, and fare.
Example Questions You Can Answer:
Are there any significant outliers in the data?
What is the average fare per ride in Málaga today?
Which location has the highest number of rides?
What time of day sees the highest Uber demand?
How does ride distance impact the fare?
In this analysis, I calculated the average fare, ride distance, and ride duration from the dataset. These basic statistics give us a quick snapshot of what a typical Uber ride looks like in Málaga. We also identified the minimum and maximum fares to spot potential outliers or unusual rides.
Basic Descriptive Statistics
The basic descriptive statistics for the dataset have been calculated. Here’s a summary:
- Average Fare: €25.82
- Average Distance: 11.18 km
- Average Duration: 24.67 minutes
- Minimum Fare: €9.24
- Maximum Fare: €46.13
The analysis of the most popular pickup and drop-off locations reveals that Calle Larios, El Palo, and La Malagueta are among the top locations for both pickups and drop-offs in Málaga. These areas likely represent high-demand zones where Uber drivers should focus their availability to maximize ride requests.
