Difference between revisions of "Computational Transportation Science Findings"

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* Analysis on Commuter's patterns by commuter's type  
 
* Analysis on Commuter's patterns by commuter's type  
 
* Analysis on Commuter's patterns by different zone <br/>  
 
* Analysis on Commuter's patterns by different zone <br/>  
Here is only a sample of a few analysis for the different variables, to view the rest of the variable and for more detailed explanation please refer to our [https://wiki.smu.edu.sg/ANLY482/img_auth.php/9/9c/ALOS_ProjectProposal.pdf Report].
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Here is only a sample of a few analysis for the different variables, to view the rest of the variables and for more detailed explanation please refer to our [https://wiki.smu.edu.sg/ANLY482/img_auth.php/9/9c/ALOS_ProjectProposal.pdf Report].
  
 
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| style="padding:0.3em; font-family:Georgia; font-size:100%; border-bottom:2px solid #626262; border-left:2px #FFFFFF; background: #FFFFFF; text-align:left;" width="20%" | <font color="#8A4B08" size="3em">Analysis on Commuter's patterns by different zone <br></font>
 
| style="padding:0.3em; font-family:Georgia; font-size:100%; border-bottom:2px solid #626262; border-left:2px #FFFFFF; background: #FFFFFF; text-align:left;" width="20%" | <font color="#8A4B08" size="3em">Analysis on Commuter's patterns by different zone <br></font>
 
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[[File:CTS AnalysisInWoodlands.JPG]]

Revision as of 21:19, 25 February 2015

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Findings

Mid-Term Finals
Exploratory Data Analysis for Knowledge Discovery

In this phase of the project we attempt knowledge discovery from the provided dataset using a mixture of basic statistics and visualization methods. We will breakdown the analysis into different categories:

  • Analysis on Individual Variables
  • Analysis on Commuter's patterns by commuter's type
  • Analysis on Commuter's patterns by different zone

Here is only a sample of a few analysis for the different variables, to view the rest of the variables and for more detailed explanation please refer to our Report.

Analysis on Individual Variable

CTS AnalysisByDate.JPG

CTS AnalysisByHour.JPG

Analysis on Commuter's patterns by commuter's type - Hour Entered and Exit

CTS AnalysisByHour Adult.JPG CTS AnalysisByHour Child.JPG

CTS AnalysisByHour SeniorCitizen.JPG CTS AnalysisByHour Student.JPG

Analysis on Commuter's patterns by different zone

CTS AnalysisInWoodlands.JPG