Subject Code : INFO411
Assignment Task:

Purpose of this task:

Perform a general analysis of this dataset. Learn to work with large datasets. Obtain general information of the behaviour of some taxi drivers. Analyse and interpret results. This task also serves as a preparation for projects that will be based on this dataset.

Questions:

By using the data in taxi.csv perform the following tasks:

(a) Plot the location points (2D plot using all of the latitude,longitude value pairs in the dataset). Clearly indicate points that are invalid, outliers or noise points. The plot should be informative! Clearly explain the rationale that you used when identifying invalid points, noise points, and outliers. Remove invalid points, outliers and noise points before answering the subsequent questions.

(b) Compute the minimum, maximum, and mean location values. (c) Obtain the most active, least active, and average activity of the taxi drivers (most time driven, least time-driven, and meantime driven). Explain the rationale of your approach and explain your results.

 

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  • Uploaded By : Alex Cerry
  • Posted on : May 28th, 2019

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