as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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list five ways to perform data visualization with python.
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1. matplotlib: a library for creating basic plots such as line graphs, scatter plots, and histograms.
2. seaborn: a library for creating more advanced statistical plots such as heatmaps, bar plots, and line plots.
3. pandas: a library for creating interactive visuals such as area plots, time series plots, and box and whisker plots.
4. bokeh: a library for creating interactive graphical user interfaces (guis) such as plots with hover actions, scrolling, and panning.
5. ggplot: a library for creating publication-quality visuals with a high degree of customization.
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