No. Often a graph will be of figures from a table and often the table will appear with it, but they are different. Many graphs do not relate to tables at all.
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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.
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.
A graph is a visual view of data; a table is the numerical view of data.
It would help if you look at the chart graph or table!