Provide the reagent(s) necessary to carry out the following conversion. 
Definitions:
Scattergram
A graphical representation using dots to show the relationship or distribution of two variables, often used in statistics and data analysis.
Absolute Data
Quantitative information that is completely independent of other numbers, providing specific facts rather than relative or comparative metrics.
Relative Data
Information that is pertinent or relevant in comparison to another set of data, often used to analyze relationships or trends.
Earning Gap
The disparity in income between different demographics, such as between genders or races, often pointing to issues of inequality or discrimination in the workforce.
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