Plotly
Plotly is an open-source graphing library for Python, R, JavaScript, and Excel. It allows users to create interactive, publication-quality graphs, charts, and dashboards that can be embedded in websites and apps. Plotly is useful for data analysis and visualization.
python
r
javascript
excel
data-analysis
data-visualization
interactive
charts
graphs
dashboards
Plotly: Open-Source Graphing Library for Data Analysis & Visualization
Plotly is an open-source graphing library for Python, R, JavaScript, and Excel, allowing users to create interactive, publication-quality graphs, charts, and dashboards that can be embedded in websites and apps.
What is Plotly?
Plotly is an open-source graphing library that allows users to create interactive, publication-quality graphs, charts, and dashboards. It supports Python, R, JavaScript, and Excel as programming languages. Some key features of Plotly include:
- Interactive visualization - Plotly charts are interactive with features like hover text, zooming, panning, selectable legends, and editable titles.
- Range of chart types - Users can create line charts, bar charts, scatter plots, bubble charts, pie charts, heatmap charts, contour charts, dendrogram charts, 3D charts and more.
- Dashboards - Multiple Plotly charts can be arranged into dashboards with slider and drop down controls for dynamic filtering and cross highlighting.
- Statistical charts - Plotly can create statistical visualizations like box plots, violin plots, histogram charts, probability density functions and more.
- Maps - Geographic map charts and heatmaps can be created with Plotly Express and Plotly Graph Objects.
- Animation - Charts can be animated to show changes over time or transitions between data states.
- Sharing and embedding - Charts can be shared online or embedded in websites and apps with a few lines of code.
- Connectivity - Plotly can connect to external data sources like CSV and Excel files or databases and data APIs.
- Theming and styling - Extensive custom theming options are available to match company or brand styles.
- Open source - Plotly is open source and free for personal and commercial use.
Overall, Plotly is a versatile data visualization library suitable for interactive data analysis workflows and dashboard creation across a variety of programming languages and platforms.
Plotly Features
Features
- Interactive data visualization
- Support for Python, R, JavaScript, Excel
- 2D and 3D plotting
- Statistical charts
- Dashboards
- Collaboration tools
- Exporting and sharing
Pricing
- Freemium
- Subscription-based
Pros
User-friendly
High-quality visualizations
Cross-platform compatibility
Open source and free
Large gallery of examples
Active community support
Cons
Steep learning curve
Limited customization compared to matplotlib
Online dependency for full functionality
Freemium pricing model limits features
Official Links
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