PyQuant News 🐍 ✓
@pyquantnews · Free algo trading videos → · joined 20 Apr 2015
Where finance practitioners get started with Python for quant finance, algorithmic trading, and data analysis | Tweets & threads with free Python code & tools.
163 217Followers
528Following
22 283Posts total
124.7KViews on collected posts
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Build a powerful AI to quickly read NVDA's financials (get the code below): https://t.co/nat7tH6Lvc
2K views · 11 likes
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@pyquantnews Sounds like a great resource for quick math review!.
1 views · 0 likes
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@pyquantnews I’m 55 and endorse this.
I’ll add also to take care of your health and spiritual well being as much as possible and let the compounding work in its favor as well.
47 views · 1 likes
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Newsflash:
Python is the new Excel.
Don't be the only one stuck with 1,048,576 rows.
To help you finally quit the green icon, you can get free Python code in your inbox twice weekly.
Join 25,000 others:
https://t.co/Bt6ld5oEne
657 views · 1 likes
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If this one resonated with you (even if you're not in your 20s), share it with your network:
https://t.co/1FglqEh92z
1K views · 0 likes
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The best lessons you learn won't come from something you read online...
They'll come from your own mistakes.
So go out, and live.
240 views · 2 likes
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36. The more you do hard things, the more you'll get what you want.
37. If old you doesn’t make you cringe, you haven’t grown enough.
247 views · 1 likes
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33. There is nothing wrong with finding the exit.
34. Read everything, question everything you read.
35. Underrated superpower: Just dumb enough to believe in yourself, just smart enough to execute.
268 views · 1 likes
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31. Don’t lead with your pain, victimhood is a choice.
32. Take notes from old people: Waking up early, being married, reading books, going to bed at 10 pm, and drinking less is amazing.
261 views · 1 likes
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29. "Don’t recreate the wheel" is the best advice no one takes.
30. Working smarter, not harder, is a beautiful lie. You will not know how to work smart until you've worked very hard for an irrationally long time.
270 views · 1 likes
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27. If you’re not weird, you’re probably boring.
28. Do something for someone else. Suffer for the sake of another, you’ll become a better version of yourself.
267 views · 1 likes
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25. Marrying well is the biggest life hack of all. Marrying poorly is a costly path to misery. Choose wisely.
26. Being married is not actually hard, being yourself is.
286 views · 2 likes
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23. Do something hard every day. Then watch that “something” evolve as you become stronger and stronger.
24. If you haven’t done it, you just have an opinion.
316 views · 2 likes
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21. Most successful people I've met aren't that smart. They move fast, they take risk, they work a lot. That's it.
22. Being rich is awesome. Anyone who tells you otherwise is lying to you.
330 views · 1 likes
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19. If you want to make more money, be more useful to people who have more money.
20. You must learn to be disliked or you will find yourself stuck in a prison of other people's beliefs.
321 views · 1 likes
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17. Burnout doesn’t come from working too hard. Burnout comes from working too hard on things that don’t light you up.
18. Learn how to save. But understand that saving isn’t what makes you rich. Owning companies is.
347 views · 3 likes
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15. Learn how to grind out solutions to hard problems with other people. A small team with sleepless nights and shared goals is a powerful thing.
16. Touch grass. A walk outside will be better for your brain than anything you find on a screen.
371 views · 3 likes
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13. Where you live during your 20s matters. Take some time away from your hometown. Go to where people do what brings you energy.
14. If you feel cynical about the world… I don’t blame you. But always remember the number one superpower for your generation is hope.
403 views · 1 likes
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11. Do favors, don’t take them. There’s often a hidden price.
12. Work for a company that rewards outcomes not hours. Winning > running really hard for a really long time.
454 views · 1 likes
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9. Never buy to impress. Being wealthy > looking wealthy… even when that first 5-figure check hits your account.
10. The most important question you can ask yourself often: Does this bring me energy? Can I be obsessed over this thin?
487 views · 1 likes
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7. The most lucrative things you can do in your 20s: 1) learn how to invest, 2) learn the mindset of wealthy people, and 3) learn how to build companies.
8. Not everyone will want to be your friend but that’s a good thing.
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5. In your 20s: Meet everyone. Say yes to everything. You narrow the field later.
6. Do it all. Because you’ll die eventually, and life will make you slow down. But up until then, do all the things. You are in risk-on mode.
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3. The compounding effect of doing the same thing over and over for a long period of time is a force of nature. Learn how to compound.
4. It is very hard to change the world when you are broke. So don't apologize for wanting wealth.
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1. As soon as you hit your 30s, you’ll understand. Your 20s actually suck. If you feel like it sucks right now, guess what? It’s supposed to. It gets better.
2. Learn how to be comfortable with being uncomfortable. Wealth doesn't accrue to people solving easy problems.
900 views · 7 likes
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I'm 42.
If you're still in your 20s, read this:
9.8K views · 12 likes
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A lot of people doing AI these days: https://t.co/XeZGnmAmfa
5.2K views · 17 likes
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The single most *lucrative* way to 2X your career:
Python.
Most people don't know this, but it's how I made my first $1,000 trading, which kicked off a profitable 20+ year career.
Here's a free crash course to get started:
https://t.co/mlDqqVBqfE
734 views · 0 likes
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Basic calculus cheatsheet (for download): https://t.co/6LENbSmhkg
7.4K views · 98 likes
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Build and backtest a pairs trading strategy with Python (with code): https://t.co/lc7c4ikL02
5.1K views · 14 likes
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I'm 42.
If you're still in your 20s, read this:
85.1K views · 511 likes
· 57 reposts · 5 replies
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Against accounts of the same size
29 posts from the last 90 days, next to the 100K–1M follower range. below its peers on both reach and engagement.
Median views403this account6 582median for 100K–1M
Reach, %0.25%this account1.66%median for 100K–1M
Engagement, %0.62%this account0.98%median for 100K–1M
| Metric | This account | Median for 100K–1M | Ratio |
|---|---|---|---|
| Median views per post | 403 | 6 582 | 0.06× |
| Reach (views ÷ followers) | 0.25% | 1.66% | 0.15× |
| Engagement rate | 0.62% | 0.98% | 0.63× |
Others in this range → Compare with another account → How these benchmarks are built →
Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
33022 Sep
316
286
267
270
261
268
247
240
1K
657
47
123 Sep
2K
Last 14 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.61%22 Sep
0.95%
1.05%
0.75%
0.74%
0.77%
0.75%
0.81%
1.25%
0.10%
0.15%
2.13%
0.00%23 Sep
0.66%
Reactions — likes, reposts, replies and quotes — divided by views. Median for 100K–1M accounts is 0.98%.
What the audience does
Likes45.5%701 in total
Reposts4.9%75 in total
Replies2.3%36 in total
Quotes0.4%6 in total
Bookmarks46.8%721 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
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