That’s probably one of your best indicators of which sites to advertise on Baby Babu Frik and Baby Yoda Friends shirt. The only exception here is when a new site comes into our inventory… it can take a month or two before their ad space starts to fill up. You could try your hand at autocomplete! This is a fun problem that is very flexible–you can bang out a decent solution in a weekend, but if you decide to keep going with it you can continue making progress for another week or two, or three… It is also a problem that comes up all the time in web applications. Say you have a list of keywords that a user might search for. Each time the user enters a keystroke into the search bar, you want to return a list of all the keywords that begin with the search query.
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For example, if your keywords are ‘apple’, ‘donkey’, ‘aardvark’, and ‘apparent’, then you want to return the Baby Babu Frik and Baby Yoda Friends shirt. Lastly, you can start thinking about how you would incorporate your data structure into a web app. Would you rebuild it every time a user visits the search page? Would you pass the structure to the browser on page load, or would you ping the server after every keystroke? Would you cache it? Would you compress it into a blob? You might compare the performance of the pickle, cPickle, and JSON libraries in Python. In short, I highly recommend autocompleting as a fun and challenging side project! I spent a decent chunk of my summer working on this problem, and it was definitely time well spent.