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SpeedyEDA – One-Line Data Exploration for Developers and Data Scientists

https://pypi.org/project/speedyeda/
1•dawitworku•10h ago

Comments

dawitworku•10h ago
Stop writing boilerplate! SpeedyEDA gives you instant insights, visualizations, and summaries from any dataset in one command.

Features include:

Automatic statistics: mean, median, std, correlations

Missing value analysis with actionable suggestions

Auto visualizations: histograms, boxplots, heatmaps

Colorful, emoji-rich terminal output with Fun Mode

Presets for ecommerce, surveys, and finance

Plugin system to extend with custom analyses

Interactive mode and batch processing for multiple datasets

Works from the CLI or Python API:

pip install speedyeda fasteda data.csv --fun --plots

Perfect for data scientists, analysts, and Python developers who want fast, beautiful exploratory data analysis without setup.

Week 5 in Data Science: Image recognition neural network with 90% accuracy

https://igorstechnoclub.com/deep-learning-transfer-learning/
1•Igor_Wiwi•3m ago•0 comments

Show HN: A daily cryptic clue puzzle with a twist

https://www.riddlegrid.com/
1•jpallen•4m ago•0 comments

Opus 4.5 is now free in Amp, up to $10 in credits per day, ad-supported

https://twitter.com/beyang/status/2009511604480606219
1•tosh•6m ago•0 comments

Gleam's Design and Compiler

https://www.youtube.com/watch?v=WC_j91qogyY
1•todsacerdoti•6m ago•0 comments

Docker Socket Myths

https://amf3.github.io/articles/virtualization/docker_socket/
1•thunderbong•6m ago•0 comments

Doctorow: Trump may be the beginning of end of 'enshittification'

https://www.theguardian.com/commentisfree/2026/jan/10/trump-beginning-of-end-enshittification-mak...
2•defrost•10m ago•0 comments

You guys are doing this to us

2•zerosizedweasle•13m ago•0 comments

Bolt Graphics

https://bolt.graphics/
1•TechTechTech•15m ago•0 comments

Homeworld – The Digital Antiquarian

https://www.filfre.net/2026/01/homeworld/
1•rcarmo•15m ago•0 comments

iFixit names worst products of CES 2026 by handing out "Worst in Show" awards

https://www.notebookcheck.net/iFixit-names-worst-products-of-CES-2026-by-handing-out-Worst-in-Sho...
1•yread•18m ago•0 comments

Self-Evolving Cellular Automata

https://kaistale.com/blog/2602_gol
1•kabla•21m ago•0 comments

Google: Don't make "bite-sized" content for LLMs if you care about search rank

https://arstechnica.com/google/2026/01/google-dont-make-bite-sized-content-for-llms-if-you-care-a...
2•Tomte•21m ago•0 comments

Signs of Accepted Prayers

https://mycharisma.com/culture/clear-signs-god-is-saying-yes-to-your-prayers/
1•marysminefnuf•24m ago•0 comments

Laws of Software

https://www.laws-of-software.com/
1•dtj1123•34m ago•0 comments

Debian goes retro with a spatial desktop that time forgot

https://www.theregister.com/2026/01/09/desktop_classic_system/
2•rcarmo•37m ago•0 comments

Annote – writing Java using only annotations

https://github.com/kusoroadeolu/annote
2•matthews3•38m ago•1 comments

Lord of War, Meet Lord of Tokens

https://singhkays.com/blog/lord-war-test-image-models/
1•Twixes•43m ago•0 comments

How to Get Early Users

https://blog.thefoundermanual.com/p/how-to-get-early-users
2•adeeb•44m ago•0 comments

Resistance Honeypots

https://heatherburns.tech/2026/01/10/resistance-honeypots/
2•treadump•44m ago•1 comments

Vibe-Claude: Self-evolving multi-agent system for Claude Code

https://github.com/kks0488/vibe-claude
1•kyoungsookim•47m ago•1 comments

Outkast – Monitor Global Outages

https://github.com/groundcover-com/outkast
1•puppion•49m ago•0 comments

Chatbots put through psychotherapy report trauma and abuse

https://www.nature.com/articles/d41586-025-04112-2
2•javajive•51m ago•2 comments

Show HN: Scriberoo – fast, TOP-quality transcriptions for any audio / video

https://scriberoo.com
1•elcapizz•51m ago•0 comments

Show HN: I kept losing good AI prompts, so I built a prompt memory tool

https://promper.vercel.app/
2•SRMohitkr•56m ago•0 comments

The Cambrian Explosion of Software

https://essays.georgestrakhov.com/cambrian-explosion-of-software/?zoom=large
2•ako•1h ago•0 comments

Sprites addresses both developer sandboxes and API sandboxes at the same time

https://simonwillison.net/2026/Jan/9/sprites-dev/
1•pretext•1h ago•0 comments

Ask HN: Idea) Autoregressive joint embedding predictor model

1•LarsDu88•1h ago•0 comments

In 2026, We Are Friction-Maxxing

https://www.thecut.com/article/brooding-friction-maxxing-new-years-2026-resolution.html
2•pretext•1h ago•0 comments

More efficient protection against universal jailbreaks

https://www.anthropic.com/research/next-generation-constitutional-classifiers
2•pretext•1h ago•1 comments

An Interface Is a Set of Functions

https://codestyleandtaste.com/interface-is-a-set.html
1•birdculture•1h ago•0 comments