I've been given a set of test data that I need to analyse. It's on an excel spreadsheet.
I've been asked to do the following:
Use the attached data sample “misrep interview data” to:
Analyse levels of non-disclosure Jan-May 2018
Report on trends for product type. Is non-disclosure more prevalent in a specific product type? Is it increasing or decreasing on a monthly basis?
Is non-disclosure more common in the older or younger generation?
This is for life insurance policies.
So the product name is the type of life insurance policy - Column A
Sum assured is how much that person is insured for - Column B
Date of birth of the applicant - Column C
Non-Disclosure is Column D which effectively means that the person lied about a medical condition on their policy, it's divided into the following categories:
Deliberate - means they non-disclosed on purpose
Negligent - means they non-disclosed and it affected our decision
Innocent - means they non-disclosed but it was accidental
None - Means there was no non-disclosure
Not tested - Means that policy wasn't included in the sample tested.
I've attached the data
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I did a master un smart cities where i learned how to use some big data tools to identify patterns, related data, some other behaviours and i would help you to take decisssions based on this analysis