Difference between revisions of "ANLY482 AY2016-17 T2 Group09"

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{|style="background-color:#000066; border-top:3px solid #1D393D; border-bottom:3px solid #1D393D; color:#000000 padding: 5px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0"  |
 
{|style="background-color:#000066; border-top:3px solid #1D393D; border-bottom:3px solid #1D393D; color:#000000 padding: 5px 0 0 0;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0"  |
| style="padding:0.4em;  font-size:100%;  text-align:center; background-color:#333399; font-family:Book Antiqua; " width="20%" |  [[ANLY482_AY2016-17_T2_Group09|<font color="#ffffff" size=3><b>Home</b></font>]]
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| style="padding:0.4em; font-size:100%; background-color:#000066;  font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="10%" |[[ANLY482_AY2016-17_Term_2 |<font color="#ffffff" size=3><b>Back To Main</b></font>]]
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| style="padding:0.4em;  font-size:100%;  text-align:center; background-color:#333399; font-family:Book Antiqua; " width="18%" |  [[ANLY482_AY2016-17_T2_Group09|<font color="#ffffff" size=3><b>Home</b></font>]]
  
 
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| style="padding:0.4em; font-size:100%; background-color:#000066;  font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="20%" |[[ANLY482_AY2016-17_T2_Group09: Project Overview |<font color="#ffffff" size=3><b>Project Overview</b></font>]]
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| style="padding:0.4em; font-size:100%; background-color:#000066;  font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="18%" |[[ANLY482_AY2016-17_T2_Group09: Project Overview |<font color="#ffffff" size=3><b>Project Overview</b></font>]]
  
 
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| style="padding:0.4em; font-size:100%; background-color:#000066;  font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="20%" |[[ANLY482_AY2016-17_T2_Group09: Project Findings |<font color="#ffffff" size=3><b>Project Findings</b></font>]]
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| style="padding:0.4em; font-size:100%; background-color:#000066;  font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="18%" |[[ANLY482_AY2016-17_T2_Group09: Project Findings |<font color="#ffffff" size=3><b>Project Findings</b></font>]]
  
 
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| style="padding:0.4em; font-size:90%; background-color:#000066;  font-family:Book Antiqua; text-align:center; color:#E6E87D" width="20%" |[[ANLY482_AY2016-17_T2_Group09:  Project Management |<font color="#ffffff" size=3><b>Project Management</b></font>]]
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| style="padding:0.4em; font-size:90%; background-color:#000066;  font-family:Book Antiqua; text-align:center; color:#E6E87D" width="18%" |[[ANLY482_AY2016-17_T2_Group09:  Project Management |<font color="#ffffff" size=3><b>Project Management</b></font>]]
  
 
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| style="padding:0.4em; font-size:100%; background-color:#000066; font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="20%" |[[ANLY482_AY2016-17_T2_Group09:  Documentation|<font color="#ffffff" size=3><b>Documentation</b></font>]]
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| style="padding:0.4em; font-size:100%; background-color:#000066; font-family:Book Antiqua;  text-align:center; color:#E6E87D" width="18%" |[[ANLY482_AY2016-17_T2_Group09:  Documentation|<font color="#ffffff" size=3><b>Documentation</b></font>]]
  
 
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==<div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Book Antiqua"><font color= #ffffff>Project Information</font></div>==
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<div style="margin:20px; padding: 10px; background: #ffffff; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
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The purpose of this study is to provide a full understanding of usage patterns for SMU Li Ka Shing  (LKS) Library. By analyzing individual’s preferred time and visiting frequency, this study seeks to draw relationship between students’ demographic like school, degree and their visiting behaviour.
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The dataset consists of 481,648 entries generated by 8241 unique users. This study uses Tableau to get exploratory insights and JMP to test for statistical validity. R is used to automate data preparation process.
  
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The one-way analysis of variance (ANOVA) tests the hypothesis of equal means of a number of data.
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While this is not common, there are a number of advantages of such an approach, including greater statistical power due to increased precision, a simpler and more informative interpretation of the results. The objective of our project is to apply statistical analysis to prove the insights drawn by the data visualization.
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{| style="width:100%; vertical-align:top; margin-top:5px;"
 
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| style="vertical-align:top;width:20%;" | <div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Britannic Bold"><font color= #ffffff>Project Information</font></div><br/>
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| style="vertical-align:top;width:20%;" | <div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Book Antiqua"><font color= #ffffff>The Team</font></div><br/>
 
<div style="margin:20px; padding: 10px; background: #ffffff; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
 
<div style="margin:20px; padding: 10px; background: #ffffff; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
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There are various ways to measure occupancy of the library but the richest source is from the card reader that registered when students tap in and tap out. This provides us with the library entry logs, which include timestamp and basic school information about the student. To better understand the library usage, the management team is interested to know whether there is any cluster for users entering the library that need to be accounted for, and whether the demand can be predicted. Analysis at individual level on entry is an area that has not been worked on much, so there is more scope to explore. New topics such as hogging rate analysis may also be considered.
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[[File:Team09 About.jpg|500px|center]]<br/>
  
 
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|style="vertical-align:top;width:20%;" | <div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Book Antiqua"><font color= #ffffff>Project Milestones</font></div><br/>
|style="vertical-align:top;width:20%;" | <div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Britannic Bold"><font color= #ffffff>Project Milestones</font></div><br/>
 
 
<div style="margin:20px; padding: 10px; background: #ffffff; text-align:center; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
 
<div style="margin:20px; padding: 10px; background: #ffffff; text-align:center; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
 
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<s>Proposal Submission: 1 January 2017</s><br/>
 
<s>Proposal Submission: 1 January 2017</s><br/>
Interim Report: 19 February 2017<br/>
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<s>Interim Presentation: 22 Fedbruary 2017</s><br/>
Interim Presentation: 20-24 Fedbruary 2017<br/>
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<s>Interim Report: 26 February 2017</s><br/>
Poster Submission: 2017<br/>  
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<s>Abstract Submission: 7 April 2017</s><br/>  
Abstract Submission: 2 April 2017<br/>  
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<s>Full Paper Submission: 20 April 2017</s><br/>  
Full Paper Submission: 16 April 2017<br/>  
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<s>Conference Day: 22-23 April 2017</s><br/>  
Conference Day: 22-23 April 2017<br/>  
 
  
 
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==<div style="background: #000033; padding: 13px; font-weight: bold; text-align:center; line-height: 0.3em; text-indent: 20px;font-size:26px; font-family:Britannic Bold"><font color= #ffffff>The Team</font></div>==
 
<div style="margin:20px; padding: 10px; background: #ffffff; font-family: Trebuchet MS, sans-serif; font-size: 95%;-webkit-border-radius: 15px;-webkit-box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96); -moz-box-shadow:    7px 4px 14px rgba(176, 155, 121, 0.96);box-shadow: 7px 4px 14px rgba(176, 155, 121, 0.96);">
 
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[[File:Team09 About.jpg|600px|center]]<br/>
 
 
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Latest revision as of 23:19, 23 April 2017


  Back To Main Home   Project Overview   Project Findings   Project Management   Documentation

Project Information

The purpose of this study is to provide a full understanding of usage patterns for SMU Li Ka Shing (LKS) Library. By analyzing individual’s preferred time and visiting frequency, this study seeks to draw relationship between students’ demographic like school, degree and their visiting behaviour. The dataset consists of 481,648 entries generated by 8241 unique users. This study uses Tableau to get exploratory insights and JMP to test for statistical validity. R is used to automate data preparation process.

The one-way analysis of variance (ANOVA) tests the hypothesis of equal means of a number of data. While this is not common, there are a number of advantages of such an approach, including greater statistical power due to increased precision, a simpler and more informative interpretation of the results. The objective of our project is to apply statistical analysis to prove the insights drawn by the data visualization.

The Team


Team09 About.jpg

Project Milestones

Proposal Submission: 1 January 2017
Interim Presentation: 22 Fedbruary 2017
Interim Report: 26 February 2017
Abstract Submission: 7 April 2017
Full Paper Submission: 20 April 2017
Conference Day: 22-23 April 2017