We help traders become algorithmic traders with Python.
Joined December 2021
- Tweets 17
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- Followers 569
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2 Photos and videos
7 May 2025
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. Hereβs how π§΅
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7 May 2025
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.
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Want the code?
Itβs available (plus a full breakdown) inside my free Python trading community:
π skool.com/python-for-traders
Join 400 traders and get:
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Plug-and-play strategy templates
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Step-by-step video lessons
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Direct access to a serious trader network
See you inside.
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5 May 2025
Every time I talk to a new algorithmic trader, the same question comes up:
βWhat tools should I use?β
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:
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Take a look, give it a star on GitHub, and share it with anyone who needs it.
And if youβve got a rock-solid tool you think should be on there, send a PR my way.
Letβs keep it sharp and useful.
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5 May 2025
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-traders
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19 Feb 2025
Successful Retail Trading Rules #1:
Never take trading advice from a guy in a gaming chair.
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Python for Traders π retweeted
11 Feb 2025
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
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Python for Traders π retweeted
7 Feb 2025
Python devs.
Use uv.
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31 Jan 2025
Great examples here. Quick takeaway is that any time you see a "for" loop in your pandas code there's probably a better way :)
14 Jan 2025
Finished an article summarizing some tips I learned to write faster pandas code! Notebook included!
[buymeacoffee.com/entropychasβ¦]
For me, this led to big speed improvements, esp for tasks that require row by row iteration!
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Python for Traders π retweeted
29 Jan 2025
If you want to use ChatGPT for quant stuff, it's best to know the answer to the question before you ask itπ
I can't put my finger on it, but it seems to parse math questions like a college freshman...
29 Jan 2025
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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