Perform association rule analysis on the positive COVID-19 tests. Which attributes of the patients tend to be
Question:
Perform association rule analysis on the positive COVID-19 tests. Which attributes of the patients tend to be present simultaneously for those patients who tested positive for COVID-19? Cluster the patients based on their attributes. Determine the appropriate number of clusters and describe the differences between the clusters.
Cough | Fever | Sore_Throat | Shortness_Of_Breath | Headache | Age_60_And_Above | Sex | Contact | Result |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
1 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
1 | 0 | 0 | 0 | 0 | Yes | female | 1 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 1 | positive |
0 | 0 | 0 | 0 | 0 | No | male | 1 | positive |
0 | 0 | 0 | 0 | 0 | Yes | female | 1 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | Yes | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | Yes | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | female | 0 | negative | |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | positive |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | male | 0 | negative |
0 | 0 | 0 | 0 | 0 | No | female | 1 | positive |
0 | 0 | 0 | 0 | 0 | Yes | female | 0 | positive |
0 | 0 | 0 | 0 | 0 | No | female | 0 | negative |
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Related Book For
Business Analytics
ISBN: 9781265897109
2nd Edition
Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen
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