Difference between revisions of "ANLY482 AY2016-17 T2 Group19 Data"
Jump to navigation
Jump to search
| Line 39: | Line 39: | ||
<!--End Header--> | <!--End Header--> | ||
<p> | <p> | ||
| − | <div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | <div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #FFF>Data</font></div> |
<p> | <p> | ||
| − | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #ffffff>Background</font></div>= |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | ||
| Line 50: | Line 50: | ||
</div><br> | </div><br> | ||
| − | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #ffffff>Data Description</font></div>= |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | ||
Data relates to sensitive transactional data and hence will not be released on the wiki | Data relates to sensitive transactional data and hence will not be released on the wiki | ||
</div> | </div> | ||
| − | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #ffffff>Purpose of the model</font></div>= |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | ||
Given the context of this data set...<br><br> Through these model... | Given the context of this data set...<br><br> Through these model... | ||
</div> | </div> | ||
| − | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #ffffff> Data Exploration </font></div>= |
| − | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 5px; border-bottom:2px solid #ba3749"><font color= #ffffff> Categorical Data </font></div> |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px; "> | ||
| Line 70: | Line 70: | ||
</div><br> | </div><br> | ||
| − | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 5px; border-bottom:2px solid #ba3749"><font color= #ffffff> Continuous Data </font></div> |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | ||
| Line 78: | Line 78: | ||
</div><br> | </div><br> | ||
| − | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | <div style="background: #4d4d4d; padding: 10px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 5px; border-bottom:2px solid #ba3749"><font color= #ffffff> Multicollinearity </font></div> |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | ||
-Discuss any overlapping collinearity <br> | -Discuss any overlapping collinearity <br> | ||
| Line 84: | Line 84: | ||
</div><br><br> | </div><br><br> | ||
| − | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: | + | =<div style="background: #4d4d4d; padding: 20px; line-height: 0.1em; text-indent: 10px; font-size:20px; font-family: Trajan Pro; border-radius: 7px; border-bottom:3px solid #ba3749"><font color= #ffffff> Data Cleaning and Preparation </font></div>= |
<div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | <div style="margin:0px; padding: 10px; background: #f2f4f4; font-family: Arial, sans-serif; border-radius: 7px;"> | ||
Revision as of 19:52, 19 February 2017
Data
Contents
Background
In the pharmaceutical industry, it has historically been a challenge to manage hundreds of hospitals and clinics with sizeable differences in the types of drugs, disposable items and the sheer volume in respective purchase orders
While not exclusive to this industry alone, managerial decision making processes have historically relied heavily on transactional raw data and managerial experience
The data set that was used contains sales data from a medium-sized pharmaceutical company with customer base ranging from over the counter pharmacies to clinics around Singapore.
Data Description
Data relates to sensitive transactional data and hence will not be released on the wiki
Purpose of the model
Given the context of this data set...
Through these model...
Data Exploration
Categorical Data
-Insert title of variable-
-Insert Description of variable and comment on the preparatory work to be done-
- insert image if any
Continuous Data
-Insert title of variable-
-Insert Description of variable and comment on the preparatory work to be done-
- insert image if any
Multicollinearity
-Discuss any overlapping collinearity
- insert image if any
Data Cleaning and Preparation
-insert variable that has been cleaned-
-discuss the treatment and why the treatment-
