Difference between revisions of "Computational Transportation Science Findings"
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[[Computational Transportation Science_Findings|<font color="#000000"><strong>Findings</strong></font>]] | [[Computational Transportation Science_Findings|<font color="#000000"><strong>Findings</strong></font>]] | ||
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! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="150px"| [[Computational_Transportation_Science_Finals| <span style="color:#3d3d3d">Finals</span>]] | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="150px"| [[Computational_Transportation_Science_Finals| <span style="color:#3d3d3d">Finals</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="20px"| | ||
| + | |} | ||
| + | <!------- 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 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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| + | {| 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> | ||
|} | |} | ||
Revision as of 21:16, 25 February 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 variable 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 |
