Introduction: Understanding Data Flow with Sankey Charts
Sankey chart is a visual representation of data flow, showing the direction and amount of flows by using links between nodes (objects) and the nodes themselves. It is a tool that helps in presenting complex data, especially in the fields of economics, engineering, and social sciences. In this article, we will explore the various elements of a sankey chart and how they are used to visualize data flow.
Sankey Chart Components
Sankey charts consist of 4 key components:
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Object nodes – These are symbols that represent the objects being studied in the data, such as a country, company, or product.
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Inputs and Outputs nodes – These nodes represent the inputs and outputs of data, respectively. They can be in a different color and style from the object nodes.
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Channels or lines – These are the links connecting the input and output nodes, representing the flow of information or resources.
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Labels – These are displayed between the nodes, to the left of the node, which can inform the user about the flow direction and size of the flow, as well as describing the objects or data represented by the other elements.
Sankey Chart Applications
Sankey charts have a wide range of applications, from analyzing the trade balance between two countries, to showing the flow of resources between cities. Some common use cases may include:
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Economics – Using sankey charts to understand the relationship between different economic variables, such as trade flows, employment rates, and GDP.
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Engineering – For analyzing the flow of components in a machinery, or the supply chains of a company.
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Social Sciences – For studying social network patterns, or displaying mental health data over time.
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Healthcare – For tracking the flow of medical data and patients, or analyzing the spread of diseases.
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Logistics – For visualizing the flow of goods across borders, or in a company’s internal supply chain.
Sankey Chart Creation
Creating sankey charts is relatively easy using software like Tableau, Microsoft Power BI, or ArcGIS. The process generally involves:
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Defining the objects you want to represent (objects such as cities, products, or patients in the case of healthcare).
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Choosing the data you want to represent (such as GDP, employment rates, or medical diagnoses over time).
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Designing the layout of your chart (such as the size and color of the nodes, the direction of the flow, and the labels, etc.).
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Filling the nodes with appropriate colors and labels.
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Adding any additional elements to help visualize the flow (such as markers, arrows, or line labels).
Sankey Chart Visualization and Interpretation
Once a sankey chart is created, it becomes a powerful tool for understanding and interpreting complex data. By visualizing the flow of data in a sankey chart, it becomes clear that different elements are interconnected, and how changes in one aspect, such as a city’s GDP, can impact another. Sankey charts can also allow for easy quantification and comparison of different data points, by showing the total amount of flow of a particular variable, or by highlighting parts of the chart that are much larger or smaller than other parts.
In summary, sankey charts are a powerful tool for understanding data flow by visualizing the connections between data and objects. They have applications in many fields and can be easily created using software and can be easily analyzed with the right interpretation and visualization techniques.
Conclusion
Sankey charts offer a unique and intuitive way to visualize and analyze data flow, and with their ease of use and flexibility, make them an indispensable tool for anyone working with data. From economics and engineering to healthcare and logistics, sankey charts can help researchers, data scientists, and project managers visualize complex data in a much more accessible and understandable form, enabling them to uncover the underlying relationships and patterns that underpin the data and their implications.
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