Difference between revisions of "ISSS608 2017-18 T1 Assign XING SIYUAN Visualization"
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[[File:SY_13.png|500px|center]]</td> | [[File:SY_13.png|500px|center]]</td> | ||
+ | </tr> | ||
+ | |||
+ | <tr> | ||
+ | <td><b> 3.Major event caused the breakout </b> | ||
+ | <br>Both of the disease seems to be breakout on 18 May. With text analysis on macroblogs post in intersection of the origin of both disease, we know that on 18 May, there was a terrible truck accident. The accident might cause the pollution of Vast river and that is why people live alone the river has suffered from gastrointestinal problem. In addition, traffic jam caused by the accident make large group of people gather together for a long time, that may cause the spread of inhalation disease. | ||
+ | </td> | ||
+ | <td> | ||
+ | {| class="wikitable" | ||
+ | |- | ||
+ | | [[File:SY_21.png|300px|center]] || [[File:SY_17.png|300px|center]] | ||
+ | |} | ||
+ | </td> | ||
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<td width=40%><b> 1.Transmission of inhalation disease</b> | <td width=40%><b> 1.Transmission of inhalation disease</b> | ||
− | <br> | + | <br>Hypothesis: Airborne & person to person |
+ | <br> | ||
+ | <br>Explanation: | ||
+ | <br>Symptoms of inhalation disease were originated in Smogtown, Downdown and Uptwon areas. In Downtwon and Uptown region, where the population density was relatively large than other areas of Smartpolis, the disease spread fast. However, in Smogtown area. the density of infected people is of average in 19 & 20 May despite that Smogtown is the one of the origin of inhalation. Hence, Inhalation disease is highly possible transmitted from person to person and spreads faster with the increase of population density. | ||
+ | <br> | ||
+ | <br>Another possible transmission method of inhalation disease is airborne. This is because the spread direction of the disease is the same with the wind direction (as shown on the left figure). | ||
+ | <br> | ||
+ | <br> | ||
</td> | </td> | ||
<td width=60%> | <td width=60%> | ||
− | [[File: | + | |
+ | {| class="wikitable" | ||
+ | |- | ||
+ | ! 17 May 2011, West Wind !! 20 May 2011, North West Wind | ||
+ | |- | ||
+ | | [[File:SY_16.png|300px|center]] || [[File:SY_14.png|300px|center]] | ||
+ | |} | ||
+ | |||
+ | [[File:SY_20.png|500px|center]] | ||
</td> | </td> | ||
</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td><b> 2.Transmission of gastrointestinal disease | + | <td><b> 2.Transmission of gastrointestinal disease</b> |
− | <br> | + | <br>Hypothesis:Waterborne |
+ | <br> | ||
+ | <br>Explanation:The spread of gastrointestinal disease shows a direction that fellows the river flow direction. In addition, there is no obvious trend that the disease is spreading to the upstream or inland areas. Hence, it is very possible that the disease is transmitted by the river. | ||
+ | <br> | ||
</td> | </td> | ||
<td> | <td> | ||
− | + | 19 May 2011, gastrointestinal Symptoms: | |
− | [[File: | + | [[File:SY_19.png|500px|center]] |
− | 20 May 2011 | + | </td> |
− | [[File: | + | </tr> |
+ | |||
+ | </table> | ||
+ | |||
+ | ==Containability== | ||
+ | <table> | ||
+ | <table border='1'> | ||
+ | <tr> | ||
+ | <th>Description</th> | ||
+ | <th>Illustration</th> | ||
+ | </tr> | ||
+ | |||
+ | <tr> | ||
+ | <td width=40%><b> 1.Containability of inhalation disease</b> | ||
+ | <br>From the figure on the right, there is no obvious drop or decrease in the number of macroblogs that mentioned symptoms of the inhalation disease. Hence, it is difficult to tell whether the disease has been well contained or it will break out worse. From the serious degree of symptoms aspect, the number of sore throat, breath difficulty, which can be clustered as early phase of the disease, has been decreasing, and the number of flu and chill, which are the mid-phase symptoms has been increasing. The number of symptoms of the most worse case, fever, has been decreasing as well. | ||
+ | <br> | ||
+ | <br>In addition, the patients who suffers from inhalation symptoms has been showing the pattern of gathering in hospitals in Smartpolis (as shown on left bottom figure). This means that inhalation disease is taking action to contain the situation. | ||
+ | <br> | ||
+ | <br>We can conclude that the situation just starts to getting better but we need to be carefully look at the weather of the next few days, especially the wind direction to prevent spread of the disease. In terms of deploy treatment resources, it is also highly depended on the weather and wind direction in the next few days. We recommend the government to deploy more resources to the wind direction and where with high population density. | ||
+ | </td> | ||
+ | <td width=60%> | ||
+ | Symptoms frequency across time: | ||
+ | [[File:SY_22.png|500px|center]] | ||
+ | 20 May 2011: | ||
+ | [[File:SY_24.png|500px|center]] | ||
</td> | </td> | ||
</tr> | </tr> | ||
<tr> | <tr> | ||
− | <td><b> | + | <td><b> 2.Containability of gastrointestinal </b> |
− | <br> | + | <br>As for gastrointestinal disease, with the number of posted related to nausea and stomachache decrease and the number of posted related to pneumonia and diarrhea increase, there is a trend that people are getting worth in the last few days. Hence, it is urgent for the government to come up with method to contain the situation. In addition, the polluted water will flow to downstream of Smartfolis and cause people in other cites being affected. |
+ | <br> | ||
+ | In addition, there is no sigh of gathering in hospital for people who suffered from gastrointestinal. One reason could be they are not aware of the reason for the discomfort and is not serious on the disease, feeling that they could recover soon. However, the disease might be caused by water pollution. In that circumstance, normal medicine of gastrointestinal disease treatment may not be very efficient. It is better for them to go to the hospital for further examination. | ||
+ | <br> | ||
+ | Hence, it is necessary for government to deploy more treatment resources to face the upcoming increase of patient. Meanwhile, government of areas in downstream of smartpolis should be prepared and inform the public of possible pollution of Vast river to prevent the situation from getting worse. | ||
+ | <br> | ||
</td> | </td> | ||
<td> | <td> | ||
− | + | Symptoms frequency across time: | |
− | [[File: | + | [[File:SY_23.png|500px|center]] |
− | 20 May 2011 | + | 20 May 2011: |
− | [[File: | + | [[File:SY_25.png|500px|center]] |
</td> | </td> | ||
</tr> | </tr> | ||
</table> | </table> |
Latest revision as of 16:28, 16 October 2017
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Insights
Origin and Spread
Description | Illustration | ||
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1.Origin & Spread of inhalation disease type
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17 May 2011, Inhalation Symptoms, West Wind: 18 May 2011, Inhalation Symptoms, West Wind: 20 May 2011, Inhalation Symptoms, North West Wind: |
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2.Origin & Spread of gastrointestinal disease type
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19 May 2011, Gastrointestinal Symptoms, West Wind: 20 May 2011, Gastrointestinal Symptoms, North West Wind: |
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3.Disease type
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3.Major event caused the breakout
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Transmission
Description | Illustration | ||||
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1.Transmission of inhalation disease
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2.Transmission of gastrointestinal disease
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19 May 2011, gastrointestinal Symptoms: |
Containability
Description | Illustration |
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1.Containability of inhalation disease
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Symptoms frequency across time: 20 May 2011: |
2.Containability of gastrointestinal
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Symptoms frequency across time: 20 May 2011: |