dayplot looks like a great library for getting a yearly/monthly/weekly view on time-series data! 🚀📅

josephbarbierdarnal.github.io/dayplot/tuto...

#python #datascience #datavisualization

Spicy food leads to road fatalities! /s

Few other interesting ones at www.tylervigen.com/spurious-cor...

Image source: @cremieuxrecueil (X)

#datascience #datascientist #science #data #graphs #causation #correlation

Created a small python package for making monotonically increasing smoothing B-spines: github.com/fohrloop/pen...

#python #datascience #bsplines

Panel Graphic Walker

A new way for creating Tableau like data exploration interfaces with #python and just a few lines of code!

It's a basically a Panel (Holoviz) widget which brings the JS project graphic-walker into python.

github.com/panel-extens...

#datascience #dataanalysis #eda

Filtering data with few peaks, like a spectrum? Weighted Whittaker Smoother seems like a good alternative:

- Filters noise out effectively
- Can be adjusted on peak wavelengths to filter less
- Quite simple

eigenvector.com/wp-content/u...

#datascience #filtering #datafiltering

What might be surprising, sometimes the unary addition does something, though (if the object implements __pos__(self))

#python

matplotlib tip: It's possible to move back and forward zoom levels in the GUI with left and right arrow keys (and C and V for left hand use).

That makes looking around data much faster (no need to hit the home button and start over)

#python #datascience #matplotlib #plots

Looks like a library that could be useful when writing unit tests!

It's for creating and updating inline snapshots in tests.

#python #pytest #pythontesting #unittests

Just learned about ClickPy: an alternative to pypistats.org & pepy.tech — #python package download stats 🐍📊

Highlights:
- 📊 FULL history of the package
- 🔍 Filter by time range and see widgets updating (YES!😍)
- ⭐ GitHub star history
- 📦 Dependents

Example:
clickpy.clickhouse.com/dashboard/wa...

Interesting! Would it be something similar to a dumbbell chart?

r-charts.com/en/distribut...