Difference between revisions of "ISSS608 2017-18 T3 Assign Harisingh Data Preparation"
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==Methodology== | ==Methodology== | ||
Regardless of the problem complexity, most of analytics questions for a given business problem can be answered using standard approach. The approach, I have considered to analyze chemical contamination around Boonsong Lekagul Wildlife Preserve, is no different whereby I attempt to solve the problem in following sequence: | Regardless of the problem complexity, most of analytics questions for a given business problem can be answered using standard approach. The approach, I have considered to analyze chemical contamination around Boonsong Lekagul Wildlife Preserve, is no different whereby I attempt to solve the problem in following sequence: | ||
| − | * Understand the problem context | + | :* Understand the problem context |
| − | * Understand the structure of data | + | :* Understand the structure of data |
| − | * Prepare data for required analysis | + | :* Prepare data for required analysis |
| − | * Perform exploratory analysis to understand trend in chemical readings | + | :* Perform exploratory analysis to understand trend in chemical readings |
| − | * Draw meaningful insights useful for hydrology department to further investigate | + | :* Draw meaningful insights useful for hydrology department to further investigate |
| − | As depicted in above diagram, Interactive visualization is the core of our solution approach. By nature, analytics solutions are not sequential but executed in iterative fashion where analysts move back and forth among different stages of analysis. | + | As depicted in above diagram, {{Interactive visualization}} is the core of our solution approach. By nature, analytics solutions are not sequential but executed in iterative fashion where analysts move back and forth among different stages of analysis. |
To garner a holistic idea of chemical contamination, we would attempt to solve the problem using different visualization techniques such as time-series analysis of observed readings. In the process, we also attempt to build useful dashboards to be used by investigators to further analysis. | To garner a holistic idea of chemical contamination, we would attempt to solve the problem using different visualization techniques such as time-series analysis of observed readings. In the process, we also attempt to build useful dashboards to be used by investigators to further analysis. | ||
Revision as of 02:36, 9 July 2018
ISSS608 Visual Analytics and Applications - VAST Challenge 2018 MC2
Contents
Methodology
Regardless of the problem complexity, most of analytics questions for a given business problem can be answered using standard approach. The approach, I have considered to analyze chemical contamination around Boonsong Lekagul Wildlife Preserve, is no different whereby I attempt to solve the problem in following sequence:
- Understand the problem context
- Understand the structure of data
- Prepare data for required analysis
- Perform exploratory analysis to understand trend in chemical readings
- Draw meaningful insights useful for hydrology department to further investigate
As depicted in above diagram, Template:Interactive visualization is the core of our solution approach. By nature, analytics solutions are not sequential but executed in iterative fashion where analysts move back and forth among different stages of analysis.
To garner a holistic idea of chemical contamination, we would attempt to solve the problem using different visualization techniques such as time-series analysis of observed readings. In the process, we also attempt to build useful dashboards to be used by investigators to further analysis.
