Implement Visual Representation and Graphing Capabilities for Data Analysis

We need to implement visual representation and graphing functionality within our platform to enhance our data analysis capabilities. This feature will allow us to create compelling visualizations, identify patterns, and gain deeper insights from our data.

Key Requirements:

• Support for generating various graph types (e.g., bar charts, line graphs, scatter plots).

• Ability to visualize large datasets efficiently (billion rows of data).

• Integration with our existing data analysis tools and concepts.

• Interactive features (e.g., zoom, filtering, drill-down).

• Ability to customize graph appearance (e.g., colors, labels, axes).

These new visualizations will help us enhance our data storytelling capabilities, improve the ability to identify fraud patterns, facilitate easier communication of insights, and provide a more intuitive and engaging user experience.

Example Use Cases:

• Visualize monoliths, slime trails, and click flooding patterns.

• Graph click-to-install time versus total install time.

• Show distribution of app versions, screen brightness, and battery level.