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It does not. In fact, it usually contains less information because some of the precision of the data in the table may not be easy to retrieve from the graph. However, many people (but not all) find it easier to get a summarised version of the information from a graph than from a table.
Data is neither a table nor a graph, however, data may be presented in a table or depicted by a graph.
You can definitely use a table or graph to what your findings. You can use a bar graph for this purpose for example.
Visuals
A stem and leaf plot is not a graph, but it is a table. You can turn it into a graph, a histogram, but it is simply a table that organizes your numbers.