Introduction and learning objectives The purpose of this project is to build an estimation engine to guide investment decisions in London house market. We first build machine learning algorithms (and tune them) to estimate the house prices given variety of information about each property. Then, …

Excess rentals in London TfL bike sharing Here, I use data from London’s transport hub, TfL. url <- "https://data.london.gov.uk/download/number-bicycle-hires/ac29363e-e0cb-47cc-a97a-e216d900a6b0/tfl-daily-cycle-hires.xlsx" # Download TFL data to temporary file httr::GET(url, …

Brexit plot ## Rows: 632 ## Columns: 11 ## $ Seat <chr> "Aldershot", "Aldridge-Brownhills", "Altrincham and Sale W… ## $ con_2015 <dbl> 50.6, 52.0, 53.0, 44.0, 60.8, 22.4, 52.5, 22.1, 50.7, 53.0… ## $ lab_2015 <dbl> 18.3, 22.4, 26.7, 34.8, 11.2, 41.0, 18.4, …