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Quantitative data analysis Toolbox

3 Getting clean and usable data

Cleaning your data will ensure that you always have an up-to-date database that can be analyzed without the risk of misleading those using information from the analysis. Database cleaning is primarily a logical process, including analyzing the consistency of data and performing triangulation with other information that may be available.

Some detailed resources specifically dedicated to data cleaning can be reviewed for in-depth, further details:

If you are using excel, you can also directly review the section on data cleaning in the Toolbox dedicated to Excel (available in French) to learn how you can technically run these steps.

This section is divided into 4 sub-sections: