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Altair Alternatives
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Flask JSONDash
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scientific-visualization-book
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unikraft
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Pandas
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SaaSHub
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Altair reviews and mentions
- What python library you are using for interactive visualisation?(other than plotly)
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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.
- Data Visualization: Choropleth maps with ggplot and R
- What new Python features are the most useful for you?
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2022 FIFA World Cup finishing position probability per team [OC]
The underlying data is from an online betting site. Data analysis was done in Python and I used Vega/Altair for the visualisation.
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Looking for a library to aid with creating APIs for graphs, charts, etc
Might want to take a look at Altair it works with the Vega javascript frontends by creating json that is almost exactly what you're describing.
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Mito – Excel-like interface for Pandas dataframes in Jupyter notebook
If you can write visualisations in Python itself, I am a big fan of Altair's syntax (https://github.com/altair-viz/altair), which is based on vega-lite. A while back, I wrote a brief guide and comparison of the main plotting libraries: https://datapane.com/reports/87NNEJ7/the-ultimate-guide-to-p...
One benefit of having them in actual code is that you can programmatically automate the creation of things like dashboards and reports. For instance, schedule a script to share an interactive plot every Monday morning, or build a live dashboard that updates every 10m. This opens up a lot of possibilities that would be impossible in a traditional drag-and-drop tool.
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I used a new dataframe library (polars) to wrangle 300M prices and discover some of the most expensive hospitals in America. Code/notebook in article
Hi all, I used polars (a new dataframe library built in rust) to do some data wrangling that would not have been possible in pandas. Altair was used for the visualizations (python wrapper for Vega-Lite.) I'm slowly moving away from Matplotlib.
- Ask HN: What are some examples of elegant software?
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A chart walks into a bar: Altair vs. leather
For this first installment, let's create a bar chart using Altair and then leather. The dataset looks like this:
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 Jun 2023
Stats
altair-viz/altair is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.
The primary programming language of Altair is Python.