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Update visualization.md
Implemented visualization methods in NiaARM
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# Visualizations
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# Implemented visualization methods in NiaARM
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## Grouped matrix plot
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A grouped matrix plot visualizes the relationships between different groups of data. It is useful for identifying patterns and correlations within the dataset.
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![Grouped matrix plot](./.github/images/grouped_matrix_plot.png)
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**Reference**: Hahsler M. in Karpienko R. (2017). Visualizing association rules in hierarchical
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## Hill slopes
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Hill slopes plots are used to visualize the steepness and direction of slopes in a dataset. They are often used in geographical and environmental data analysis.
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![Hill slopes](./.github/images/hill_slopes.png)
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**Reference**: Fister Ml. I., Fister D., Iglesias A., Galvez A., Osaba E., Del Ser J. in Fister I. (2020).
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## Sankey diagram
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A Sankey diagram is a flow diagram that shows the flow of data between different nodes. It is useful for visualizing the distribution and movement of data.
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![Sankey diagram](./.github/images/sankey.png)
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**Reference**: Fister Ml. I., Fister I., Fister D., Podgorelec V. in Salcedo-Sanz S. (2023). A
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## Scatter plot
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A scatter plot displays values for typically two variables for a set of data. It is useful for identifying relationships and correlations between the variables.
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![Scatter plot](./.github/images/scatter_plot.png)
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**Reference**: Fister Ml. I., Fister I., Fister D., Podgorelec V. in Salcedo-Sanz S. (2023). A
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## Two-key plot
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A two-key plot visualizes the relationship between two key metrics in a dataset. It is useful for comparing and contrasting the metrics to identify trends and patterns.
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![Two-key plot](./.github/images/two_key.png)
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**Reference**: Fister Ml. I., Fister I., Fister D., Podgorelec V. in Salcedo-Sanz S. (2023). A

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