Just having an Arduino is one thing but what if you want to do something with it?
I have assembled a list of a few components that would be a good idea to have around for your experiments.
All of these can be purchased on-line or from local electronics parts suppliers, sadly in the UK there not a lot of "walk in" electronics shops that cater for the hobbyist or small volume parts supply :(.
If you are in the UK (and possibly in other country)
Maplin do stock most of the common parts you might have to ask for them.
I tend to get most of my parts of
CPC UK (massive range) but you do have to order around £10 worth of parts to get free delivery.
Failing that try looking on
Amazon or
eBay if you know exactly what part you want and do not mind the quality.