If you own an older Renault (models from around 2012–2018), R-Link Explorer is the original system. However, note that 3G cellular networks in many countries are being phased out. As a result, live traffic and connected services may no longer work on older units. For newer Renault models (Clio V, Megane IV, Captur II, etc.), R-Link has been replaced by the EASY LINK system – an upgraded version with 4G connectivity, over-the-air updates, and a larger screen. If you’re shopping used, check which system the car has.
ggplot(link_velocity, aes(x = date)) + geom_line(aes(y = new_links, color = "New Links")) + geom_line(aes(y = lost_links, color = "Lost Links")) + labs(title = "Link Velocity Explorer in R", y = "Number of Links", x = "Date") + theme_minimal() r link explorer
Outliers? Run a Z-score test. If lost links exceed 2 standard deviations from the mean, the R Link Explorer will flag it for manual review. If you own an older Renault (models from
colnames(links) <- "raw_links" external_links <- links %>% filter(grepl("^http", raw_links)) head(external_links) Outliers
While basic, this forms the foundation of a custom R Link Explorer crawler.