Difference between revisions of "ISSS608 2017-18 T1 Assign DENG CHUNLING"
Jump to navigation
Jump to search
Cldeng.2016 (talk | contribs) |
Cldeng.2016 (talk | contribs) |
||
Line 14: | Line 14: | ||
=Methodology= | =Methodology= | ||
+ | My approach to this problem is: | ||
+ | {| class="wikitable" | ||
+ | |- | ||
+ | ! To Do !! Result | ||
+ | |- | ||
+ | | Filter blog text for spots of flu || Non-disease blogs are excluded from analysis | ||
+ | |- | ||
+ | | Determine type of symptoms || Categorise into water, air or human | ||
+ | |- | ||
+ | | Correlate spots with map and time || Animate disease outbreak path | ||
+ | |- | ||
+ | | Drill down into water-borne || Example | ||
+ | |- | ||
+ | | Drill down into air-borne || Example | ||
+ | |- | ||
+ | | Drill down into human-transmitted|| Example | ||
+ | |} | ||
=Data Preparation= | =Data Preparation= |
Revision as of 17:03, 15 October 2017
Contents
Objective
In light of the serious situation that Smartpolis faces (several deaths reported!), I need to:
1. Determine origin of disease outbreak
2. Find out medium of transmission
3. Suggest measures to contain spread
Methodology
My approach to this problem is:
To Do | Result |
---|---|
Filter blog text for spots of flu | Non-disease blogs are excluded from analysis |
Determine type of symptoms | Categorise into water, air or human |
Correlate spots with map and time | Animate disease outbreak path |
Drill down into water-borne | Example |
Drill down into air-borne | Example |
Drill down into human-transmitted | Example |
Data Preparation
Efforts are needed to transform the "Microblog" dataset into a format that is conducive for visualization.
Variable | Treatment | Tool | Remark |
---|---|---|---|
Location | Break into "Lat" and "Lon" respectively | SAS Enterprise Guide | Make Lat/Lon numeric |
Text | Find meaningful terms | Example | Example |
Example | Example | Example | Example |
First, break the "Location" variable into "Lat" and "Lon" respectively.
Origin and Spread
Transmission and Containment
Transmission Medium - Water, Air or Human Interaction?
Containment Suggestions
Link to Tableau Page
Here