The chart one chooses will make a difference. A pie chart is unparalleled when representing parts of a whole. A bar chart is good for comparisons. A line chart symbolizes trends over time. According ...

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Visualizations include line plots, pair plots, and heatmaps, using pandas, seaborn, and matplotlib. Using a dataset of the Top Spotify Songs of 2023, I create a stacked bar chart, clustered bar chart, ...