代写COMP5048 Visual Analytics 2025 S1 Assignment 1A代写留学生Matlab语言

COMP5048 Assignment 1A: Individual Work

COMP5048 Visual Analytics 2025 S1 Assignment 1A

Deadline: March 27 (Week 5) Thursday 11:59pm (pdf on Canvas)

Construct good visualisations ofTWO of the following data to answer the given task.

•   You can use a suitable visualisation method chosen from the tools assigned to each category.

•   Create visualisations for each data according to the instructions given.

•   In your report, explain your justification for your selected visualisation and analysis methods, then evaluate and compare the pros and cons of your visualisations.

Data: Choose one data from each category A, B:

Category A:

For this category, visualise the data using any tool from the following: D3, R

A1: Wine Quality Data

A2: Glass Classification Data

For the selected data:

•   Visual Analysis 1: Compute a Parallel Coordinates of the data with a good ordering of the columns and justify your selection.

•   Visual Analysis 2: Compute an MDS ofthe data. Based on the MDS, select two columns and compute a Scatter Plot using the selected columns.

Category B:

For this category, visualise the data using any tool from the following:

yEd, Tulip, NetworkX, Gephi

B1: Board Game Reviews

•   Visual Analysis 1:

。 Compute a subgraph of the top 150 important board games using graph analysis.

。 Visualise the subgraph displaying the analysis result.

•   Visual Analysis 2:

。 Extract a subgraph based on your chosen topic of interest (e.g., specific category of boardgames).

。 Analyse and visualise the subgraph displaying the analysis result.

B2: K-Pop Graph

•   Visual Analysis 1:

。 Compute a subgraph of the top 150 important artists and labels using graph analysis.

。 Visualise the subgraph displaying the analysis result.

•   Visual Analysis 2:

。 Extract a subgraph based on your chosen topic of interest (e.g., focus on certain labels or collaborators of a certain artist).

。 Analyse and visualise the subgraph displaying the analysis result.

Submission: Minimum 8 page report

Minimum 4 pages per data:

•    1st page: Visual Analysis 1

•   2nd page: Discussion on Visual Analysis 1

•   3rd page: Visual Analysis 2

•   4th pages: Discussion of Visual Analysis 2

•   Write your Discussion of each Visual Analysis with the following headings:

。 Design: tools and layouts with justification (design choice)

。 Evaluation: explain the findings you can see from each visualisation

。 Pros and Cons

。 Comparison

•   Acknowledge all your sources in References

•   You must acknowledge any usage of AI

Appendix (not included in page count):

•   Provide code, if applicable, in Appendix

•   In Appendix, you can include one more visual analysis for each data:

。 Should be substantially different results using different techniques

。 Include description as above for each alternative visual analysis

。 Add comparison between different visualisations ofthe same data

Marking Rubric: (6 marks per data; total 12 marks)

•   Quality of Visual Analysis 1: 3 marks (Visualisation: 1.5 mark, Discussion: 1.5 mark)

•   Quality of Visual Analysis 2: 3 marks (Visualisation: 1.5 mark, Discussion: 1.5 mark)