pygwalker
vega-embed
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| pygwalker | vega-embed | |
|---|---|---|
| 22 | 3 | |
| 9,759 | 371 | |
| 8.4% | 0.5% | |
| 9.6 | 8.8 | |
| 11 days ago | 17 days ago | |
| Python | TypeScript | |
| Apache License 2.0 | 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.
pygwalker
- Show HN: Use an "eraser" to clean data on flight without breaking your workflow
- Show HN: Data Painter – different way to interact with data in Jupyter notebook
- PyGWalker: a Python library for data engineer that turns your dataframe into tableau-like data app.
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Top 10 growing data visualization libraries in Python in 2023
The most popular data visualization python library in 2023. It turns your dataframe into an interactive data exploration app like tableau/powerBI with one line of code. It provides simple drag-and-drop/chat interface for you to build charts. It can run in juypter notebook, which means you do not need to switch between your code and the visualization app. Besides, you can also build interactive spitial visualization on maps with it. And it also has Javascript and R version.
- Boost pygwalker's speed for visual analysis with duckDB
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Turn your data frame into a tableau-style interactive visualization interface in R
GWalkR is the R binding of Graphic-Walker, if you want to use it in python, check the python version: PyGWalker: https://github.com/Kanaries/pygwalker
- FLaNK Stack Weekly on 26 June 2023
- A blocky based CAD program
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Show HN: RATH – Open-Source Copilot and Autopilot for Data Analysis
+ Graphic Walker (https://github.com/Kanaries/graphic-walker): A lite embeddable component for visual analysis.
+ PyGWalker (https://github.com/Kanaries/pygwalker): turning your pandas dataframe into a Tableau-style User Interface for visual exploration.
RATH is a collection of interesting ideas that we think the next generation of data analysis software should be, so there might be many features that not well organized to be a united app. Tell me which feature you prefer and which is not. Looking forward for your ideas and advice.
- Converting a huge CSV file into a custom made table
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.
What are some alternatives?
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
graphic-walker - An open source alternative to Tableau. Embeddable visual analytic
Rath - Next generation of automated data exploratory analysis and visualization platform.
visx - 🐯 visx | visualization components
vega-tooltip - Tooltip Plugin for Vega-Lite
RasgoQL - Write python locally, execute SQL in your data warehouse
G2 - 📊 The concise and progressive visualization grammar.
devpod - Codespaces but open-source, client-only and unopinionated: Works with any IDE and lets you use any cloud, kubernetes or just localhost docker.
vega-lite - A concise grammar of interactive graphics, built on Vega.
ai - Build AI-powered applications with React, Svelte, Vue, and Solid
vega-plus - Make Vega charts of large datasets