The homework consists in analyzing the text of Airbnb property listings and building a search engine.
Homework_3.ipynb: a tidy Notebook where we put the code and the comments of our pipeline.data/citycoord.pkl: in this file you will find all the coordinates of the city centers we used to compute our ranking score in the step 4; we save this information in a file, since that block of code can be very slow, expecially with a low connection. For this reason, we saved a copy of the data retrived and executed just once.data/invertedindex.pkl: this file contain the inverted index calculated in the step 3.data/map.html: the map in html format because of on github it is impossible to show it.
In case the maps in the Bonus Step are not previewed properly, you can preview them at this link.
If you can't see the map with nbviewer, we put in the repository the html file called 'map', to show our result.