COVID-19
plotnine
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.
COVID-19
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Frustration: One Year with R
If you enjoyed this you might like https://github.com/VictimOfMaths/COVID-19 :)
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[OC] Progress in COVID vaccinations in England by age and sex
R code to produce the gif is here.
plotnine
- FLaNK AI Weekly 18 March 2024
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A look at the Mojo language for bioinformatics
To your last point, have you tried plotnine? It's meant to be ggplot2 for python.
https://github.com/has2k1/plotnine
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Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
plotnine - A grammar of graphics for Python based on ggplot2.
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Top 10 growing data visualization libraries in Python in 2023
Github: https://github.com/has2k1/plotnine
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Lets-Plot: An open-source plotting library by JetBrains
This seems quite similar to plotnine [0], which also provides a grammar of graphics interface for Python. That said, I love ggplot and I can't wait to use this in my research! I hope we can port/re-implement ggthemes, scientificplots [1], and other ggplot libraries for lets-plot.
0: https://plotnine.readthedocs.io/en/stable/
1: https://github.com/garrettj403/SciencePlots
- When would you use R instead of Python?
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[P] Easily make complex plots using ChatGPT [open source]
There is [plotnine](https://plotnine.readthedocs.io/en/stable/) which tries to implement ggplot in Python.
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Is R or Python an EASIER option for non-CS/SE grads?
You could use plotnine if you like the grammar of graphics concept: https://plotnine.readthedocs.io/en/stable/
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Every modeler is supposed to be a great Python programmer
> Python doesn’t yet have anything remotely close to ggplot for rapidly making exploratory graphics, for example.
Plug for plotnine (https://plotnine.readthedocs.io/en/stable/). I don't know R but use ggplot indirectly through this library for exploratory data analysis, and comparing the experience to any other python plotting library, I understand why R folks are usually so sad to be using Python.
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Why has nobody ported ggplot to Python?
They have, https://plotnine.readthedocs.io/en/stable/
What are some alternatives?
ggplot2-book - ggplot2: elegant graphics for data analysis
matplotlib - matplotlib: plotting with Python
forcats - 🐈🐈🐈🐈: tools for working with categorical variables (factors)
seaborn - Statistical data visualization in Python
mech - 🦾 Mech is a programming language for building data-driven systems like robots, games, and interfaces. Start here!
Altair - Declarative visualization library for Python
Frustration-One-Year-With-R - An extremely long review of R.
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
tidyr - Tidy Messy Data
ggplot - ggplot port for python
dtplyr - Data table backend for dplyr
bokeh - Interactive Data Visualization in the browser, from Python