Medellin is the second biggest city in Colombia. The weather is warm year-round with few temperature extremes.

Let’s see the mean values for some variables.

weather %>% summarise_at(vars(Temperature:Wind.Speed), mean)

  Temperature Precipitation.Total Shortwave.Radiation Wind.Speed
1    20.32419           0.1088889            151.2876   4.838801

And now the 5 and 95 percentiles.

weather %>%
  summarise_at(vars(Temperature:Wind.Speed), 
    function (x) {quantile(x, c(0.05, 0.95))})

  Temperature Precipitation.Total Shortwave.Radiation Wind.Speed
1    16.06671               0.000               0.000   1.856850
2    25.30971               0.705             601.996   8.729822

You can visualize more variables in my Shiny Application here.