A spider to scrape the details of properties off the daft.ie website. Pre-processing programs to ensure the data is usable and acceptable. Statistical and Graphical analysis and display using jupyter notebook. A custom built algorithm that sections off the area selected through the assignment of maximum and minimum latitude and longitude points. The area is sectioned based upon clusters of houses with similar prices. Finally, the final data is used to train a q-learning algorithm and the q-learning algorithm makes predictions.
These are some graphs for you to visualise the project. The first line of graphs are to display the improvement of the data after the pre-processing as displayed in the second row. Finally the bottom picture dsiplays the visual results of the Custom Algorithm.
