Staying Vigilant, Confronting Terrorism: Proposal
After much analysis and investigation on the data, our group feels that the previous storyboard we created will not allow people to find interesting insights. This is primarily because we realised that there is not much support from the data collected to show that the economic indicators in a country will lead to higher levels of terrorist attacks in a country. The relationship between a country's economy and the number of terrorist attacks could not be established. As such, we decided to change our storyboard to show more interesting insights, as shown in this proposal. If you are interested to look at our previous proposal, please refer back to Proposal Version 1.
The threat of terrorism is growing everyday and many countries, including Singapore, have taken steps to mitigate the risks of terrorism. In the National Day Rally 2016, PM Mr. Lee Hsien Loong mentioned that diplomats and security forces have been doing their job well but despite their efforts, it does not mean that terrorist attacks will not happen in Singapore. The recent attack that attempted to fire a rocket to hit Marina Bay Sands Area from Batam was successfully intervened but this signals to the country that the terrorism threat should not be taken lightly. In response to the growing terrorist threat, the SGSecure Movement was launched to prepare the public in the event of an attack. In recent years, there is a rise in research on terrorist organizations and the activities they have performed, regardless of scale, over the years. However, more still needs to be done to analyze past terrorist activities and gain insights from it easily so that all countries could better prepare for a worst case scenario.
In this project, we are interested to create a visualization that helps analysts perform the following:
- Identify the target victims of terrorist attacks across different countries
- Identify possible linkages between the level of political freedom and the number of terrorist attacks that occur in a country
- Compare the level of political freedom and the occurrence of terrorist attacks between different countries around the world
By conducting the analysis, it allows respective policy makers, government or intelligence agencies to better understand the motives of terrorist organizations when attacks are being conducted. If a link between political freedom and occurrence of terrorist attacks could be established, policy makers and government agencies can take steps to improve the political conditions in their country. By targeting at a potential root cause of terrorist attacks, it aims to reduce the number of terrorist attacks happening across different parts of the world.
In our analysis, we will only be using data within the year of 2000 - 2015. The rationale for the range of data selected is as follows:
- It does not provide strong relevance/insights for analysts to look at all the data in the past 45 years and attempt to predict activities of these terrorist organizations now/in the future. Due to the rapid changes in the globalized world, a range of 15 years will be adequate to help analysts spot trends/patterns of terrorist activities.
- Due to limitations of the data collected about each country's development status, the dataset only provides information from year 2000 - 2015.
- Due to technical limitations, loading past 45 years of data (156,773 records) into the application may cause it to become non-responsive and users may not be satisfied with the response rate. A range of 15 years (87,010 records) will yield just enough data for an insightful analysis and yet, does not sacrifice on the application's response rate.
The dataset for analysis will be retrieved from multiple databases, as elaborated below:
| Dataset/Source | Data Attributes | Rationale Of Usage |
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(https://www.start.umd.edu/gtd/using-gtd/) |
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(http://data.worldbank.org/data-catalog/worldwide-governance-indicators) |
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(http://www.politicalterrorscale.org/Data/) |
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Many visual and data analysts have made use of data collected from the Global Terrorism Database to visualize and understand the extent of terrorist attacks around the world. Some of their works include the following:
| Related Works | What We Can Learn |
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Other than looking at related works of others, we also reference and draw inspirations from interactive visualizations created by others. Some of these visualizations that we draw inspiration from, are as follows:
| Reference of Other Interactive Visualization | What We Can Learn |
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The following are some of the key technical challenges that we may face throughout the course of the project:
| Key Technical Challenges | How We Propose To Resolve |
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The following shows our project timeline for the completion of this project:
The following are some of the tools/technologies that we will be utilizing during the project:
- D3.js
- Chart.js
- Github
- Notepad++
- Marina Bay Attack Plot from Batam ‘Not to be Taken Lightly’ (http://www.straitstimes.com/singapore/rocket-attack-plot-not-to-be-taken-lightly)
- National Consortium for the Study of Terrorism and Responses to Terrorism (START). (2016). Global Terrorism Database [Data file]. Retrieved from http://www.start.umd.edu/gtd
- Worldwide Governance Indicators (http://data.worldbank.org/data-catalog/worldwide-governance-indicators)
- Political Terror Scale (http://www.politicalterrorscale.org/Data/)
- Educity (http://www.thiakx.com/educity/?loaded#introPage-Link)
- GED Viz - Visualizing Global Economic Relations (http://viz.ged-project.de/)
- D3.js (https://d3js.org/)
- Examples By Mike Bostock (https://bost.ocks.org/mike/example/)
The following are some of the proposed storyboard that we designed during our brainstorming sessions:
Feel free to comment to help us improve our project! (:
