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Featured Portfolio
Tender Compliance Dashboard

Tender Compliance Dashboard

The Tender Compliance Dashboard is a static dashboard that I designed for use in a tender evaluation process for an organization I worked for. Naturally, the details of the information in the dashboard were changed to protect the confidentiality of information within the dashboard. The modified data do not hamper with the dashboard design and thus, valuable design principles can ...

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KPI Status Dashboard

KPI Status Dashboard

The KPI Status Dashboard is a static dashboard I developed for an organization I used to work for with the purpose of visualizing the general trend of individual group's (in this case, department) performance relative to others, using the widely-used Key Performance Indicators (KPI) traffic light system of green, amber, and red.   Line Charts and Bar Charts The dashboard was designed using ...

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Times Higher Education Rankings

Times Higher Education Rankings

Interactive dashboard that visually shows the Times Higher Education World University Rankings' two ranks, namely University Ranking and Reputation Ranking. Basic patterns can be gleamed from the visuals presented, such as the positive correlation between the two rankings and the majority of United States and European universities at the top of the rankings. Dashboard was made using Tableau and ...

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Malaysia Salary Trend – Kelly Services

Malaysia Salary Trend - Kelly Services

Visualization of Kelly Services Salary Guide for Malaysia. Source data is from Kelly Services Malaysia. Data is visualized by industry, job position, qualification, and years of experience, portrayed over time from 2005 to 2013. Box-and-whiskers charts are used for displaying salary distribution based on the dimensions mentioned. Visual was made with Tableau Public. Learn About Tableau

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JPJ Malaysia – Summary of Registered Drivers and Vehicles

JPJ Malaysia - Summary of Registered Drivers and Vehicles

Visualization of Malaysia's Jabatan Pengangkutan Jalan (JPJ) - Road Transport Department - registered drivers and vehicles from 2005 to 2012. Data source was extracted on 22-Nov-2013 from JPJ website here. Even though the source data do not contain detailed enough information - such as breakdown by state, vehicle cost, population, and others - much pattern can still be glimpsed. The almost-perfect linear growth of registered drivers ...

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Data analysis has always fascinated me. I often found that intelligent and predictive patterns can be observed from careful and creative analysis of data. It is a sad reality that the ability to seek this pattern is sorely lacking in the real world. Much of this can be attributed to the fact that finding patterns, and therefore truth, in a heap of data require more skills than just making charts and graphs.

My passion in analytics has allowed for the creation of this website, where I attempt to find patterns in various data, in the hopes of finding greater knowledge. Most of the data source would come from statistical data that can be obtained all over the web. At times, I may need to construct disorganized data into structured forms. Either way, the goal of each of them would be to derive meaningful results that may be of use to the society in general.

It is my hope that you, my readers, shall benefit from all the work I shall publish here henceforth. Let’s explore this together!