This function applies a set of filters to a dataset. Each filter specifies a column,
condition, and value to filter the dataset.
Usage
apply_filters(data, filters)
Arguments
- data
A data frame containing the raw data to be filtered.
- filters
A list of filters, where each filter is a list containing
the column, condition, and value.
Value
A data frame containing the filtered data.
Details
The function iterates over the list of filters and applies each filter to the dataset.
The supported conditions are ==, >, <, >=, <= and !=.
Examples
# Example usage:
data <- mtcars
filters <- list(
list(column = "mpg", condition = ">", value = "20"),
list(column = "cyl", condition = "==", value = "6")
)
filtered_data <- apply_filters(data, filters)