vega-embed
Altair
| vega-embed | Altair | |
|---|---|---|
| 3 | 43 | |
| 372 | 8,927 | |
| 0.3% | 0.8% | |
| 8.8 | 9.0 | |
| 3 days ago | 9 days ago | |
| TypeScript | Python | |
| BSD 3-clause "New" or "Revised" License | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
vega-embed
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Show HN: Turn Your Pandas Dataframe to a Tableau-Style UI for Visual Analysis
If you want to embed the visualization part only, you can export a vega-lite/vega specification and then use Vega-Embed: https://github.com/vega/vega-embed or React-Vega to embed in your web app.
At the graphic walker toolbar, active debug mode, there will appear a button on the top-right corner of the chart. Click it, and then you can export the chart spec.
Or Embed the entire Graphic Walker as a react component: https://github.com/Kanaries/graphic-walker
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How to change a tooltip to dark theme in Altair?
When we add a tooltip to a chart in Altair, as in the example below, it follows a light theme by default. This tooltip implementation comes from Vega Tooltip, a plugin included in Vega-Embed (the package used under the hood to render the charts).
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How to configure Vega-Embed for a single Altair chart?
By default, in the upper right corner of each Altair chart, there is a dropdown menu with various options. This menu comes with Vega-Embed, the package used under the hood to render the charts.
Altair
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Ask HN: What's the best charting library for customer-facing dashboards?
I like Vega-Lite: https://vega.github.io/vega-lite/
It’s built by folks from the same lab as D3, but designed as “a higher-level visual specification language on top of D3” [https://vega.github.io/vega/about/vega-and-d3/]
My favorite way to prototype a dashboard is to use Streamlit to lay things out and serve it and then use Altair [https://altair-viz.github.io/] to generate the Vega-Lite plots in Python. Then if you need to move to something besides Python to productionize, you can produce the same Vega-Lite definitions using the framework of your choice.
- FLaNK AI Weekly 18 March 2024
- FLaNK AI for 11 March 2024
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Vega-Altair: Declarative Visualization in Python
Feel free to open an issue to let us know which parts of the documentation you find obscure and if you have suggestions for how to improve them. We did a larger overhaul a few months back and are always open to feedback on how to improve it further! https://altair-viz.github.io/
(disclaimer: I'm a co-maintainer of Altair)
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Gnuplotlib: Non-Painful Plotting for NumPy
Vega-Altair is pretty great as well. It uses a grammar of graphics that’s slightly different from ggplot, but has most of the same advantages.
https://altair-viz.github.io/
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Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
Altair - Declarative statistical visualization library for Python.
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Top 10 growing data visualization libraries in Python in 2023
Github: Altair
- What python library you are using for interactive visualisation?(other than plotly)
- Libs para gráficos
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If you had to pick a library from another language (Rust, JS, etc.) that isn’t currently available in Python and have it instantly converted into Python for you to use, what would it be?
Yeah, that's one of the main reasons I like altair. It has 10M downloads per month and the newest Git update is from two days ago.
What are some alternatives?
graphic-walker - An open source alternative to Tableau. Embeddable visual analytic
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
visx - 🐯 visx | visualization components
bokeh - Interactive Data Visualization in the browser, from Python
G2 - 📊 The concise and progressive visualization grammar.
seaborn - Statistical data visualization in Python
vega-tooltip - Tooltip Plugin for Vega-Lite
ggplot - ggplot port for python
vega-lite - A concise grammar of interactive graphics, built on Vega.
plotnine - A Grammar of Graphics for Python
vega-plus - Make Vega charts of large datasets
matplotlib - matplotlib: plotting with Python