Sample Dataset:
The dataset you will be using for this assessment task is Wimbledon’s championship match record which contains 135 years of championship matches for both men and women between 1877 and 2021. The dataset contains year, gender, champion’s name, champion’s nationality, champion seed, match time, runner-up’s name, runner-up’s nationality, runner-up seed, and score. Dataset can be downloaded from Canvas
Data Preparation:
Task 1. Understand and prepare the sample dataset and its characters, this includes finding and filling up any empty data.
Task 2. Understand data behaviours, styles, and it’s patterns.
Visualisation Method 1. Treemaps:
Task 3. Create treemaps by using different visualisation tools and write a summary of the treemap graph for analysing player’s nationality, gender, champion seed, and match time.
Visualisation Method 2. Parallel Coordinate:
Task 4. Create a parallel coordinate graph to analyse the relationship between champion, score, matching time, and champion’s nationality, and write a summary of the parallel coordinate graph telling the story of uncovering player’s performance and highlights.
Visualisation Method 3. Geographic Map:
Task 5. Convert player’s nationality code to country’s name, then create a geographic map combining champion’s nationality, score, champion seed and matching time. Write a summary of the geographic map for analysing player’s nationality, score, match time.
Visual Analytics: Champion performance
Task 6. Convert score to numeric formats and create new measurement as winning rate for each champion.
Task 7. Find the players who have won 5 and more times championship for both men and women, then create visual patterns to analyse champion’s winning rate which involves runner-up, score, year, and match time.
Task 8. Write a summary of the visual patterns for extracting each player’s performance and it’s performance patterns.
Task 9. Write a report to summarise the visualisation techniques used in this assessment. Combine the visual analytic graphs and summary of top player’s performance patterns for both men and women. Considering time series, find out how the performance patterns changed.
