astrojuanlu/talk-dataframes

Talk "Beyond pandas: The great Python dataframe showdown"

Beyond pandas: The great Python dataframe showdown

Talk "Beyond pandas: The great Python dataframe showdown" plus demo Orchest pipelines.

Slides: https://nbviewer.org/format/slides/github/astrojuanlu/talk-dataframes/blob/main/slides.ipynb

Support blog posts:

• The great Python dataframe showdown, part 1: Demystifying Apache Arrow
• The great Python dataframe showdown, part 2: out-of-core processing with Vaex
• The great Python dataframe showdown, part 3: Lightning-fast queries with Polars

Slides

To convert the slides:

$ jupyter nbconvert slides.ipynb --to slides --template orchest --TemplateExporter.extra_template_basedirs=./share/jupyter/nbconvert/templates