Difference between revisions of "Computational Transportation Science Findings"
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{| style="background-color:#0000f0 ; color:#0000f0 padding: 5px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | {| style="background-color:#0000f0 ; color:#0000f0 padding: 5px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | ||
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− | [[ | + | [[Time-series Analysis on Singapore Public Transportation Train Network|<font color="#000000"><strong>Home</strong></font>]] |
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− | [[ | + | [[Time-series Analysis on Singapore Public Transportation Train Network_Project Overview|<font color="#000000"><strong>Project Overview</strong></font>]] |
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− | [[ | + | [[Time-series Analysis on Singapore Public Transportation Train Network_Findings|<font color="#000000"><strong>Findings</strong></font>]] |
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− | [[ | + | [[Time-series Analysis on Singapore Public Transportation Train Network_Project Documentation|<font color="#000000"><strong>Project Documentation</strong></font>]] |
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| style="padding:0.3em; font-family:Century Gothic; font-size:100%; border-bottom:2px solid #FE2E2E; border-top:2px solid #0000f0; background:#F4FA58; text-align:center;" width="16.7%" | | | style="padding:0.3em; font-family:Century Gothic; font-size:100%; border-bottom:2px solid #FE2E2E; border-top:2px solid #0000f0; background:#F4FA58; text-align:center;" width="16.7%" | | ||
− | [[ | + | [[Time-series Analysis on Singapore Public Transportation Train Network_Project Management|<font color="#000000"><strong>Project Management</strong></font>]] |
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+ | |- | ||
+ | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #2e2e2e" width="150px"| [[Time-series Analysis on Singapore Public Transportation Train Network_Findings| <span style="color:#3d3d3d">Mid-Term</span>]] | ||
+ | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="20px"| | ||
+ | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="150px"| [[Time-series Analysis on Singapore Public Transportation Train Network_Finals| <span style="color:#3d3d3d">Finals</span>]] | ||
+ | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="20px"| | ||
+ | |} | ||
<!------- Details ----> | <!------- Details ----> | ||
+ | {| style="background-color:#FFFFFF ; color:#FFFFFF padding: 1px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | ||
+ | | 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">Exploratory Data Analysis for Knowledge Discovery<br></font> | ||
+ | |} | ||
+ | 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 <br/> | ||
+ | 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/3/3b/CTS_Transport_ProjectProposal_1.0.pdf Report]. | ||
+ | |||
+ | {| style="background-color:#FFFFFF ; color:#FFFFFF padding: 1px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | ||
+ | | 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 Individual Variable<br></font> | ||
+ | |} | ||
+ | [[File:CTS AnalysisByDate.JPG |400px]] <br/><br/> | ||
+ | [[File:CTS AnalysisByHour.JPG |400px]] | ||
+ | |||
+ | {| style="background-color:#FFFFFF ; color:#FFFFFF padding: 1px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | ||
+ | | 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 commuter's type - Hour Entered and Exit <br></font> | ||
+ | |} | ||
+ | [[File:CTS AnalysisByHour Adult.JPG |400px]] | ||
+ | [[File:CTS AnalysisByHour Child.JPG |400px]] <br/><br/> | ||
+ | [[File:CTS AnalysisByHour SeniorCitizen.JPG |400px]] | ||
+ | [[File:CTS AnalysisByHour Student.JPG |400px]] | ||
+ | |||
+ | {| style="background-color:#FFFFFF ; color:#FFFFFF padding: 1px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | | ||
+ | | 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> | ||
+ | |} | ||
+ | [[File:CTS AnalysisInWoodlands.JPG]] |
Latest revision as of 17:45, 14 April 2015
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 |
Analysis on Commuter's patterns by commuter's type - Hour Entered and Exit |
Analysis on Commuter's patterns by different zone |