Plotly

What is Plotly?

Plotly is a powerful tool in the artificial intelligence industry for visualizing complex datasets. It enables data scientists and AI researchers to create interactive, customizable visualizations that help in understanding data patterns, trends, and relationships. With Plotly, users can generate a wide range of visualizations, from basic line and scatter plots to more complex 3D surface plots and maps. Its interactive features allow for zooming, panning, and hovering, which can provide deeper insights into the data. Furthermore, Plotly integrates well with popular programming languages and frameworks such as Python, R, and MATLAB, making it a versatile choice for AI-related data analysis and presentation.

A graphing library used for creating interactive, publication-quality graphs and visualizations.

Examples

• A data scientist uses Plotly to visualize the performance metrics of a machine learning model. By creating an interactive ROC curve, they can easily identify the optimal threshold for classification tasks.


• An AI researcher employs Plotly to create a 3D scatter plot of high-dimensional data. This helps in understanding the clustering patterns and identifying anomalies within the dataset.

Additional Information

• Plotly supports a wide variety of chart types, including line charts, bar charts, histograms, and heatmaps, making it suitable for diverse data visualization needs.


• It offers both open-source and commercial versions, providing flexibility for individual users and enterprises alike.