ZAN Project Findings

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Mid-Term Progress

Final Progressnew!

Data Cleaning

The data had 77,205 records initially. The following diagram shows our team's general data cleaning procedures.

After the the data cleaning, the data now has 63,511 records.

Data Exploration

Due to the sensitivity and confidentiality of the data, please refer to the elearn dropbox or send us an email.

Data Modelling

Due to the nature of the data, our team has decided to prepare 3 separate analytical sandboxes for the models.

1. Sandbox 1 (Per episode): The dependant variable has only 2 levels. Thus, we will run logistic regression and decision tree.
2. Sandbox 2 (Per episode): The dependant variable has 3 levels. Thus, we will run multinomial logistic regression and decision tree.
3. Sandbox 3 (Per patient): The dependant variable has 3 levels. Thus, we will run multiple linear regression