Data scientist. Ex academia.
Tel Aviv
Joined January 2013
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- Following2K
- Followers475
- Likes38.4K
Did I just learn you can use an underscore as a thousand separator in Python? yes :-(
Do I prefer `1_000_000` over `int(1E6)`?
Did not decide yet...
I find that for doing quick analysis, understanding data, and pretty much everything that is not full blown coding and research- the AI interface of @warpdotdev is preferred over interface of VScode/Cursor/etc.
jonathan rosenblatt retweeted
Starting from v1.4, DuckDB will also be able to produce Polars Lazy DataFrames. These include both projection and filter pushdown directly to DuckDB :-)
As easy as doing a ".pl(lazy=True)" in your DuckDB relation.
github.com/duckdb/duckdb/pul…
jonathan rosenblatt retweeted
Quarto is 100x better than Jupyter IMO 🙈
1️⃣ Reproducibility
Jupyter lets you rerun chunks inconsistently 😳
2️⃣ Advanced Formatting
Quarto = full control over output styles. Styling Jupyter is a Nightmare.
3️⃣ Version Control
.qmd are plain text, not .ipynb
Ever tried it?
jonathan rosenblatt retweeted
🚀 Data Wrangler for @code now has the power of Copilot!
✨ You can now ask Copilot to clean, transform, or fix errors in your data or data transformation code!
🧠 Learn more at: aka.ms/datacopilot
➡️ Get data wrangler: aka.ms/get-datawrangler
jonathan rosenblatt retweeted
Python data scientists trying out the tidyverse for the first time, 2038
jonathan rosenblatt retweeted
Together with NVIDIA RAPIDS we bring GPU acceleration to Polars!
Read more in our release blog:
pola.rs/posts/gpu-engine-rel…
jonathan rosenblatt retweeted
A confession from an #rstats die-hard...
@DataPolars and @posit_pbc's new Positron IDE is making me enjoy doing data wrangling in #Python...
😬
jonathan rosenblatt retweeted
Good first impressions with Positron. RStudio-like plot/file/environment explorer for #Rstats, Jupyter-like Python support, while simultaneously editing a Dockerfile and #Nextflow script github.com/posit-dev/positro…
jonathan rosenblatt retweeted
A student in our lab converted from Pandas to Polars for data frame manipulation in Python. One analysis dropped from 20 minutes to 5 seconds. Hat tipped.
pola.rs/
jonathan rosenblatt retweeted
📢 We’re excited to announce the general availability of Data Wrangler for VS @Code. Our new, code-centric, AI-powered data cleaning/prep tool is available to everyone today! 🔥
Learn more at aka.ms/dwrelease
jonathan rosenblatt retweeted
Researchers and engineers at G-Research are using Polars in their projects to handle data more efficiently. Reporting 150x speedups over earlier implementations.
Read our latest case study: pola.rs/posts/case-gresearch…
jonathan rosenblatt retweeted
All wars end with negotiation, but it's hard to negotiate when the other side's bargaining position is "you all die and disappear."
