Difference between revisions of "Assignment ZUOANNA"

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<b><font size = 6; color="#525252"> Sofia City:One of the most polluted cities in Europe </font></b>
<b><font size = 6; color="#252525"> Sofia City:One of the most polluted cities in Europe </font></b>
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[[File:Sofia Z.jpg|center|height=200px]]
 
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[[18191isss608g1/Assignment_ZUOANNA|<b><font size="2"><font color="#BC8F8F">Background</font></font></b>]]
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[[Assignment_ZUOANNA|<b><font size="2"><font color="#252525">Background</font></font></b>]]
  
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[[Assignment_ZUOANNA|<b><font size="2"><font color="#BC8F8F">Methodology & Dashboard Design</font></font></b>]]
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[[Assignment_ZUOANNA_Task_1|<b><font size="2"><font color="#252525">Task 1</font></font></b>]]
  
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[[Assignment_ZUOANNA|<b><font size="2"><font color="#BC8F8F">Insights</font></font></b>]]
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[[Assignment_ZUOANNA_Task_2|<b><font size="2"><font color="#252525">Task 2</font></font></b>]]
  
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[[Assignment_ZUOANNA_Task_3|<b><font size="2"><font color="#252525">Task 3</font></font></b>]]
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[[Assignment_ZUOANNA_Conclution|<b><font size="2"><font color="#252525">Conclusion</font></font></b>]]
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<font size="5"><font color="#8B4513">'''Conclusion & Comments'''</font></font>
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<font size="5"><font color="#8c2d04">'''To be a Visual Detective'''</font></font><br>
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==Overview==
  
<b>Top 3 patterns</b>
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Air pollution is an important risk factor for health in Europe and worldwide. A recent review of the global burden of disease showed that it is one of the top ten risk factors for health globally. Worldwide an estimated 7 million people died prematurely because of pollution; in the European Union (EU) 400,000 people suffer a premature death. The Organisation for Economic Cooperation and Development (OECD) predicts that in 2050 outdoor air pollution will be the top cause of environmentally related deaths worldwide. In addition, air pollution has also been classified as the leading environmental cause of cancer.
  
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Air quality in Bulgaria is a big concern: measurements show that citizens all over the country breathe in air that is considered harmful to health. For example, concentrations of PM2.5 and PM10 are much higher than what the EU and the World Health Organization (WHO) have set to protect health.<br>
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Bulgaria had the highest PM2.5 concentrations of all EU-28 member states in urban areas over a three-year average. For PM10, Bulgaria is also leading on the top polluted countries with 77 μg/m3on the daily mean concentration (EU limit value is 50 μg/m3).
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According to the WHO, 60 percent of the urban population in Bulgaria is exposed to dangerous (unhealthy) levels of particulate matter (PM10).
 
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1) The trespassing service trucks we identified in 12.1. As explained, the movements by the trucks were the most suspicious among all the anomalies discovered. Further investigations are recommended to be conducted to find out what were they transporting in or out of the preserve – whatever it was, it would not be good for the preserve. Even the truck drivers were not hunting the birds directly, they might be transporting certain things that are harmful to the natural environments in the preserve, which in turn would affect the birds’ habitats.
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==Tasks==
 
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Sofia is one of the most polluted cities in Europe. It constantly breaches both World Health Organisation (WHO) and European Union (EU) air quality safety levels, increasing the risk of heart disease, lung cancer, respiratory diseases and stroke. We are required to use visual analytics approach to reveal spatio-temporal patterns of air quality in Sofia City and to identify issues of concern.
2) The long stay duration car ID 20154519024544-322. This car recorded 281 visits to 10 gates, which shows a very suspicious loitering behavior. It could be moving around the preserve searching for something, could be the birds!
 
 
 
3) The movement of service trucks and sightseeing guests/coaches all night long. We observed that unlike the campers, the service trucks and sightseeing coaches move along the connecting paths all night long, going from one side of the preserve to another. The constant traffic at night might be a nuisance to the birds’ life, and caused the birds to migrate to other quieter places outside the preserve.  
 
 
 
<br>Besides the possible caused identified above, there is another area of concern – the fixed patrolling routine of the rangers. In our path analysis, we noticed that the rangers are working on fixed patrolling routes. It would be relatively easier for people with evil intentions to observe the patrolling routes and schedule, and plan their activities accordingly to avoid being caught. This might be a potential threat to the natural life in the preserve.
 
 
 
==Comments==
 
Your comment is welcomed and appreciated.Thank you.
 
 
 
1)
 
Hi Yifei,
 
 
 
I love your whole design and analysis! The color theme is consistent and beautiful. Amazing visualization skills there!
 
 
 
The analysis is very deep into detail. And you also build a 360 degree dashboard for users to explore the data and play with different ways of visualizing it, which is very helpful for analysis.
 
 
 
Great piece of work. Learn a lot from your design! Like it! <3
 
 
 
Yuhui ZHOU
 
  
2)
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==Tableau Public==
Hi Yifei,
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View the interactive Tableau design here: [http?]
  
very impressive piece of work. All questions are covered and clearly illustrated through your excellent job. Your analysis in this case has inspired me to think from a different angle and those hypothesizes you put forward looks quite conceivable to me.
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<br> <b> The Data Sets </b>
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<br>1. Official air quality measurements (5 stations in the city)(EEA Data.zip) – as per EU guidelines on air quality monitoring see the data description
  
For suggestions on your work, you may think about inserting a new worksheet allow you to check the car-id of each point on your viz work that draw your attention.  
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<br>2. Citizen science air quality measurements (Air Tube.zip) , incl. temperature, humidity and pressure (many stations) and topography (gridded data).
  
Overall, it’s really a nice way to reveal patterns. Great job!
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<br>3. Meteorological measurements (1 station)(METEO-data.zip): Temperature; Humidity; Wind speed; Pressure; Rainfall; Visibility
  
Cao Bo
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<br>4. Topography data (TOPO-DATA)

Latest revision as of 19:18, 15 November 2018

Sofia City:One of the most polluted cities in Europe

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Background

Task 1

Task 2

Task 3

Conclusion

 


To be a Visual Detective

Overview

Air pollution is an important risk factor for health in Europe and worldwide. A recent review of the global burden of disease showed that it is one of the top ten risk factors for health globally. Worldwide an estimated 7 million people died prematurely because of pollution; in the European Union (EU) 400,000 people suffer a premature death. The Organisation for Economic Cooperation and Development (OECD) predicts that in 2050 outdoor air pollution will be the top cause of environmentally related deaths worldwide. In addition, air pollution has also been classified as the leading environmental cause of cancer.

Air quality in Bulgaria is a big concern: measurements show that citizens all over the country breathe in air that is considered harmful to health. For example, concentrations of PM2.5 and PM10 are much higher than what the EU and the World Health Organization (WHO) have set to protect health.
Bulgaria had the highest PM2.5 concentrations of all EU-28 member states in urban areas over a three-year average. For PM10, Bulgaria is also leading on the top polluted countries with 77 μg/m3on the daily mean concentration (EU limit value is 50 μg/m3).

According to the WHO, 60 percent of the urban population in Bulgaria is exposed to dangerous (unhealthy) levels of particulate matter (PM10).

Tasks

Sofia is one of the most polluted cities in Europe. It constantly breaches both World Health Organisation (WHO) and European Union (EU) air quality safety levels, increasing the risk of heart disease, lung cancer, respiratory diseases and stroke. We are required to use visual analytics approach to reveal spatio-temporal patterns of air quality in Sofia City and to identify issues of concern.

Tableau Public

View the interactive Tableau design here: [http?]


The Data Sets
1. Official air quality measurements (5 stations in the city)(EEA Data.zip) – as per EU guidelines on air quality monitoring see the data description


2. Citizen science air quality measurements (Air Tube.zip) , incl. temperature, humidity and pressure (many stations) and topography (gridded data).


3. Meteorological measurements (1 station)(METEO-data.zip): Temperature; Humidity; Wind speed; Pressure; Rainfall; Visibility


4. Topography data (TOPO-DATA)