jsoma / playfair-projects

Common repository of projects for Playfair
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Airbnb Or Hotel? #222

Closed honjy closed 7 years ago

honjy commented 8 years ago

I'd like to create a map, using what we've learned with Carto and QGIS, of Airbnb prices versus hotel prices in Singapore, just to see if it's better to rent an apartment on Airbnb or to book a hotel. The main challenge I foresee is that there isn't any data already available for Airbnb apartments in Singapore, so I may have to find a way to scrape that data myself.

If that is not possible I will stick to New York. I've already done a preliminary map below showing Airbnb prices across Manhattan, so you can see where the more expensive neighborhoods are.

My data is from insideairbnb.com.

listings_clean_1_by_honjy_08_14_2016_10_38_23

playfairbot commented 8 years ago

Hi there, I'm the Playfair Bot!

Would you mind adding a category to your issue title? Something like [Pitch] or [Story], or maybe [Meta] if it happens to be a bug. That way we can organize things nice and neat.

Thanks! :pray:

barjacks commented 8 years ago

That great, to compare them to hotels. I am pretty sure there won't be that much of a difference. What would also be interesting not just to compare price, but how many rooms certain users are offering. Are some of them actually bigger than hotels? I did something similar for Switzerland a while ago. And I ended up with a woman who, in terms of rooms on offer, was actually running the largest hotel in the country.

radhikapc commented 8 years ago

This is a very interesting project, considering the fact that Airbnb isn't legally approved in Singapore. I would be also interested to know the areas in which 'illegal' Airbnb services are run !

honjy commented 8 years ago

@barjacks that is an excellent suggestion, thank you!! I am going to poke around the data to see if I can find anything weird!