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

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

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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