Python for Traders 🐍 @Python4Traders
We help traders become algorithmic traders with Python. Joined December 2021-
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Want the code? It’s available (plus a full breakdown) inside my free Python trading community: 👉 skool.com/python-for-tra… Join 400+ traders and get: ✅ Plug-and-play strategy templates ✅ Step-by-step video lessons ✅ Direct access to a serious trader network See you inside.
You can plug in AAPL, MSFT, AMZN, NVDA - or whatever basket you're watching - and get their latest financials at a glance. + Perfect for earnings season. + Perfect for building smarter models. + Perfect for not wasting time.
If you're an equity trader or investor, there's probably one thing on your mind this time of year: Earnings. What if you could pull revenue, earnings, margins, P/E ratios and more - for any stock - in seconds? Python makes it stupidly simple. Here’s how 🧵
Want more free resources on Python for algorithmic trading? Come join our community and get instant access to free trainings, code templates, and a network of traders building trading bots with Python: skool.com/python-for-tra…
Take a look, give it a star on GitHub, and share it with anyone who needs it. And if you’ve got a rock-solid tool you think should be on there, send a PR my way. Let’s keep it sharp and useful.
Every time I talk to a new algorithmic trader, the same question comes up: “What tools should I use?” After years of building and breaking trading systems with everything from clunky wrappers to high-end infra, I finally sat down and made a list of tools I actually trust:
Successful Retail Trading Rules #1: Never take trading advice from a guy in a gaming chair.
How to create a Python CLI that's globally available in your system in 5 easy steps. 1. Install uv 2. Init project with `uv init --app --package mycli` 3. Write code 4. Install with `uv tool install . -e` 5. Use `mycli` anywhere in your computer
Python devs. Use uv.
Great examples here. Quick takeaway is that any time you see a "for" loop in your pandas code there's probably a better way :)
Finished an article summarizing some tips I learned to write faster pandas code! Notebook included! [buymeacoffee.com/entropychase/f…] For me, this led to big speed improvements, esp for tasks that require row by row iteration!
If you want to use ChatGPT for quant stuff, it's best to know the answer to the question before you ask it😂 I can't put my finger on it, but it seems to parse math questions like a college freshman...
lovely example of AI. the answer is stated very confidently, sounds vaguely plausible (because it is interpolating from vaguely related material), and completely wrong
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