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datagovsg / datagovsg-datasets

A repository to track dataset request, issues and suggestions.
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Dataset request: <First Born Outcomes Data for Individual New Homeowners> #1066

Closed paulteh closed 3 years ago

paulteh commented 3 years ago

Dataset request: < First Born Outcomes Data for Individual New Homeowners >

Please provide the name of the dataset or describe the dataset that you're requesting:

We would like to request access to individual level data for firstborn outcomes at various duration of marriage and HDB ownership, so as to create an analysis and prediction model for likelihood of new home owners to start a family within the first 5 years. This is to help childcare centres to allocate space and resources accordingly.

As privacy is an important issue, we only need redacted data.

Please provide the fields expected in this dataset:

12yrs | 2004 - 2019 | sample size: 385/yr

First time homeowner ID HDB flat types HDB Address
Date of key collection Price of HDB Proximity Grant Highest educational Level

Household income Date of birth wife of house owner (age range) Date of marriage

Date of birth of first born

Address of first born's childcare centre No. of childcare centres within 1km of home address

Can you give a short explanation on how you're planning to use this dataset?

Our group project objective is to predict the number of firstborns in a given HDB block within the first 5 years of moving in.

lennardl commented 3 years ago

@paulteh The data on the site is mostly aggregated. For individual-level data, you will need to approach the individual ministries for the data.

paulteh commented 3 years ago

@lennardl okay noted with thanks!