1. In a dataset , what do the columns represent? Features Variable Type Independent Variables Observations

In a dataset, the columns represent the features or variables. Each column corresponds to a specific attribute or characteristic of the data. The values in each row represent the observations or instances of the data. The columns can be independent variables, dependent variables, or a combination of both, depending on the context of the analysis.