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Homework 2 - How do Taxis move in NYC?

How do Taxis move in NYC

The purpose of the project was to perform an Exploratory Data Analysis and answer below-mentioned research questions on a data collected from Yellow cabs data (January-June 2018).

The repository consists of the following files:

  1. ADM_HW2_Full.ipynb:

    A Jupyter notebook which provides the solutions to all research questions.

     Exploratory Data Analysis
     	1. [RQ1]: In what period of the year Taxis are used more?  
     	
     	2. [RQ2]: What are the time slots with more passengers?  
    
     	3. [RQ3]: Do all trips last the same?
    
     	4. [RQ4]: What is the most common way of payments?  
    
     	5. [RQ5]: Does a long distance correlate with the duration of the trip on average?  
    
     Core Research Questions 
     	1. [CRQ1]: Does the fare for kilometer change across NY's borough?  
     	
     	2. [CRQ2]: Visualize Taxis movements!
    
  2. functions.py:

    A python script which provides all the functions used in the ADM_HW2_Full.ipynb notebook.

  3. map_starts.html:

    A HTML file with a map of NY zones that shows the number of trips that starts in each zone. [CRQ2] http://nbviewer.jupyter.org/github/dusicastepic/ADMSecondHomework/blob/master/map_starts.html

  4. map_ends.html:

    A HTML file with a map of NY zones that shows the number of trips that ends in the single zone. [CRQ2]
    http://nbviewer.jupyter.org/github/dusicastepic/ADMSecondHomework/blob/master/map_ends.html

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Second homework for Algorithmic Methods of Data Mining - Group #28

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