data: https://drive.google.com/file/d/1HILOA8M5l-wjHuziJ…
1. A few of the attributes in this dataset are straightforward physical measurements (e.g. duration_ms, tempo). However, most of them do not have such clear quantitative interpretations. Create a histogram of danceability to illustrate how frequently various levels of danceability are observed in the dataset, and set the bin size to 0.05.
2. Create a scatterplot showing the relationship between valence and energy, where each point in the scatterplot represents one song. Change the Shape of the Marks to a solid circle, and decrease the Size of the Marks to make the individual points in the plot visible. Describe the relationship that you observe between these two attributes (30-50 words).
3. It is possible that the relationship between valence and energy might differ by genre; the overall relationship in the scatterplot might not be true for each individual genre. Create a single scatterplot of valence and energy that includes only songs from the genres Ska and R&B, with a different color for each genre. (Use Genre as both a Filter and Color.) How does the relationship between valence and energy differ between these two genres?
4. Create a dashboard that includes 4 charts, where each chart includes Genre and one measure. (Use all genres in each chart; do not filter by genre.) Choose measures and chart types that reveal differences across genres that you believe are noteworthy. Based on your visualizations, identify at least 3 genres that appear to be unique. Provide a brief explanation of how and why each of them is unique based on the attributes in the dataset.
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