When working with a new dataset, how can you ensure that your data is valid?

$1$ point

Manually check the calculations of calculated columns.

Personally collect all data that you use in your analysis.

Fill in missing values with values that will favor your initial hypothesis.

Convert all data to JavaScript Object Notation $($JSON$).$