How to create/obtain district data for Singapore?

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I am newbie in GIS and have started using QGIS for my purpose. My purpose is to map all districts of Singapore and create a Shape file and get GeoJSON details for all districts. I am not able to find that currently.

So what I thought of doing after looking on internet (Please suggest an alternative method, if this is incorrect)

--Get a base map layer (something like Google Map OR Openstreet map) and load in QGIS using Plugins

--Load another Image file on top of it which has districts mapped to it.

-- Make that Image File layer transparent with borders.

-- Create Polygons for each districts

-- Save that as Shape file and export as GeoJSON

This is what I thought based on tutorial I followed.

https://github.com/mtop/speciesgeocoder/wiki/Tutorial-for-creating-polygons-in-QGIS

But, This was done for the entire world map. How can I do it for Singapore as I am not able to find tiff file for Singapore districts.

I only have shape file for Singapore country.

I am sorry, if this question sounds dumb, but this is my first attempt and hope the community would hep me.



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