html#fig:03imgDataComparison">3.1</a>). The bike counts were summarized while all weather-related variables where averaged. Finally, for the weather type, the most common was used and, in case of a tie, one of the most common types was randomly chosen. The modified data sets contains 14 variables (columns) with 1,454 observations (rows). To give you a better idea what the data set contains, a visual overview of the variables is provided in table <a href="get-started.html#tab:03tableBikesData">3.1</a> and fi