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# ![@quantscience_ Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1683526993059430411.png) @quantscience_ Quant Science

Quant Science posts on X about stocks, pairs, omega, algo the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXX engagements in the last XX hours.

### Engagements: XXXXXX [#](/creator/twitter::1683526993059430411/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1683526993059430411/c:line/m:interactions.svg)

- X Week XXXXXXX +112%
- X Month XXXXXXXXX +4.90%
- X Months XXXXXXXXXX +65%
- X Year XXXXXXXXXX +520%

### Mentions: XX [#](/creator/twitter::1683526993059430411/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1683526993059430411/c:line/m:posts_active.svg)

- X Week XX -XX%
- X Month XXX +60%
- X Months XXX +61%
- X Year XXXXX +309%

### Followers: XXXXXX [#](/creator/twitter::1683526993059430411/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1683526993059430411/c:line/m:followers.svg)

- X Week XXXXXX +2.20%
- X Month XXXXXX +6.80%
- X Months XXXXXX +71%
- X Year XXXXXX +404%

### CreatorRank: XXXXXXX [#](/creator/twitter::1683526993059430411/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1683526993059430411/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::1683526993059430411/influence)
---

**Social category influence**
[finance](/list/finance)  XXXX% [technology brands](/list/technology-brands)  XXXX% [stocks](/list/stocks)  XXXX%

**Social topic influence**
[stocks](/topic/stocks) #1431, [pairs](/topic/pairs) #82, [omega](/topic/omega) 1.9%, [algo](/topic/algo) 1.9%, [realtime](/topic/realtime) 1.9%, [realworld](/topic/realworld) 1.27%, [Sentiment](/topic/sentiment) 1.27%, [llm](/topic/llm) 1.27%, [investment](/topic/investment) 1.27%, [currencies](/topic/currencies) XXXX%

**Top accounts mentioned or mentioned by**
[@virattt](/creator/undefined) [@cardosofede](/creator/undefined) [@pyquantnews](/creator/undefined) [@quantscience](/creator/undefined) [@edgesamjc](/creator/undefined) [@gurunematumbu](/creator/undefined) [@iatin74](/creator/undefined) [@mkru9922](/creator/undefined) [@inamh_](/creator/undefined) [@ariel_villegas_](/creator/undefined) [@welt__meister__](/creator/undefined) [@atulkum73301284](/creator/undefined) [@scottph77711570](/creator/undefined) [@quantanalyticax](/creator/undefined) [@1ex_man](/creator/undefined) [@archf1end1](/creator/undefined) [@algosa1es](/creator/undefined)

**Top assets mentioned**
[PepsiCo, Inc. (PEP)](/topic/$pep)
### Top Social Posts [#](/creator/twitter::1683526993059430411/posts)
---
Top posts by engagements in the last XX hours

"🚨 PYTHON ALGO TRADING WORKSHOP TODAY: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942856604128326133) 2025-07-09 08:01:25 UTC 58.3K followers, 5678 engagements


"Want to learn how We are sharing everything from our hedge fund we built in Python. Just join us in our next workshop:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944006195557097659) 2025-07-12 12:09:29 UTC 58.4K followers, XXX engagements


"3. Technical Indicators Analysis uses: - Moving Averages - MACD - Bollinger Bands - Momentum"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788102926512187) 2025-07-14 15:56:30 UTC 58.4K followers, 2073 engagements


"🚨 LIVE WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1943340317467378116) 2025-07-10 16:03:31 UTC 58.4K followers, 1007 engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945458782496072109) 2025-07-16 12:21:33 UTC 58.4K followers, 1284 engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944064624422158337) 2025-07-12 16:01:40 UTC 58.4K followers, 4793 engagements


"1. What Is Time Series Momentum Time Series Momentum (TSMOM) bets on trends continuing. If a stocks up buy more; if down sell. A 2011 study of XX assets proved it works"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819376784961838) 2025-07-17 12:14:25 UTC 58.4K followers, 1394 engagements


"This guy literally explains how to build an algorithmic trading hedge fund from scratch in under X minutes. This is crazy:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942196059477885390) 2025-07-07 12:16:39 UTC 58.4K followers, 39.5K engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942251369030680966) 2025-07-07 15:56:26 UTC 58.1K followers, 1192 engagements


"Bonus: Pytimetk PyTimeTK is a Python package designed to simplify and speed up time series analysis and forecasting"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942976157772615814) 2025-07-09 15:56:29 UTC 58.1K followers, XXX engagements


"8. Generative Adversarial Network (GAN) The future pattern of GS's stock should be more or less the same (unless something drastically changes). GAN will allow us to generate data in the future with a similar distribution to historical data"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788158358450246) 2025-07-14 15:56:44 UTC 58.2K followers, 1445 engagements


"Polygon .io Real-time and historical data for stocks FX and crypto"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097143217205429) 2025-07-15 12:24:31 UTC 58.3K followers, 1389 engagements


"Stock Prediction AI: Using Machine Learning and Deep Learning to predict stock price movements in Python. The Python code is XXX% free on GitHub. Let's dive in (bookmark this):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788073935507860) 2025-07-14 15:56:23 UTC 58.4K followers, 84K engagements


"3. I started with no edge. My biggest loss was a XXX% drawdown in 2008. I lost my entire savings of $30000 by trusting a well-known "market maven." (You'd recognize him if you watch CNBC) It was a difficult time for me. But I didn't give up"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1935672544004088004) 2025-06-19 12:14:32 UTC 58.3K followers, 1377 engagements


"4. Create persistent high-performance OHLC & fundamentals pipelines X. Detect edge and validate with robust signal testing X. Develop a professional workflow for experiment tracking and continuous alpha generation"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942374946413408578) 2025-07-08 00:07:29 UTC 58.2K followers, XXX engagements


"We are using TSMOM in our hedge fund. And we'd like to share exactly how it works. Want to see how we built our hedge fund in Python Then join us for our free training:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819403406201165) 2025-07-17 12:14:32 UTC 58.4K followers, XXX engagements


"4. Real-World Performance TSMOM outperforms passive investing. We're using a modified version of TSMOM in our Hedge Fund. One backtest shows 3500% return vs XXX% S&P500"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819400055017662) 2025-07-17 12:14:31 UTC 58.4K followers, 1134 engagements


"3. Coding TSMOM with Python Code TSMOM in Python: - Use yfinance to get data - Then momentum = price-1 / price-20 - X. Positive Buy Negative Sell"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819391754420238) 2025-07-17 12:14:29 UTC 58.4K followers, 1196 engagements


"🚨 BREAKING: I just stumbled upon this Machine Learning Python library for Algorithmic Trading that looks insane. It's called AlphaPy. This is what it does:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941108569723539793) 2025-07-04 12:15:21 UTC 58.4K followers, 31.6K engagements


"A $16B hedge fund CEO gives an easy explanation of quantitative trading:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942615012817654078) 2025-07-08 16:01:25 UTC 58.2K followers, 25.8K engagements


"NEW PYTHON PACKAGE ALERT: Asset News Sentiment Analyzer AI + News Sentiment for Quant Finance (100% free on github) Let's dive in:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1937122566990090532) 2025-06-23 12:16:24 UTC 58.3K followers, 26.7K engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512928381141339) 2025-07-16 15:56:42 UTC 58.4K followers, XXX engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788167648833970) 2025-07-14 15:56:46 UTC 58.4K followers, 2025 engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944006204251898056) 2025-07-12 12:09:31 UTC 58.4K followers, 1501 engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944732713480552596) 2025-07-14 12:16:24 UTC 58.4K followers, 3979 engagements


"🚨BREAKING: A new Python library for algorithmic trading. Introducing TensorTrade: An open-source Python framework for trading using Reinforcement Learning (AI)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944064576703574437) 2025-07-12 16:01:28 UTC 58.4K followers, 177.1K engagements


"4. Sentiment News The analysis uses a pretrained BERT model to classify news articles as positive or negative sentiment"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788128029356226) 2025-07-14 15:56:36 UTC 58.4K followers, 1890 engagements


"pandas-datareader pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks FX economic indicators Fama-French factors and many others"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097129015308747) 2025-07-15 12:24:28 UTC 58.3K followers, 2195 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945151753231466562) 2025-07-15 16:01:31 UTC 58.4K followers, 1957 engagements


"7. XGBoost Feature Importance The analysis uses an xgboost model to create feature importances"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788155036504305) 2025-07-14 15:56:43 UTC 58.2K followers, 1491 engagements


"1. Build your own Python-powered quantamental trading system X. Deploy live strategies with automated risk controls and real P&L tracking X. Leverage our proprietary software stack (18 months in development)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942374937693442456) 2025-07-08 00:07:27 UTC 58.2K followers, XXX engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819411874447400) 2025-07-17 12:14:34 UTC 58.4K followers, 1636 engagements


"The paper investigates whether an LLM can successfully perform financial statement analysis in a way similar to a professional human analyst"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945458757254717535) 2025-07-16 12:21:27 UTC 58.4K followers, XXX engagements


"🚨 PYTHON ALGO TRADING WORKSHOP TOMORROW: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942660302211858595) 2025-07-08 19:01:23 UTC 58.4K followers, 7159 engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512938103554450) 2025-07-16 15:56:44 UTC 58.4K followers, XXX engagements


"Machine learning techniques and data for stock market forecasting. (A free 41-page PDF) πŸ‘‡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945151739440607622) 2025-07-15 16:01:28 UTC 58.4K followers, 43.4K engagements


"Performance: Here's a performance chart of a reward-optimized example"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944064615987470805) 2025-07-12 16:01:38 UTC 58.4K followers, 3926 engagements


"1. The Python Machine Learning and Deep Learning Libraries: - mxnet - gluon - sklearn - xgboost"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788085809529234) 2025-07-14 15:56:26 UTC 58.4K followers, 2626 engagements


"Want to learn how we do this inside our hedge fund I have a live workshop coming up"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1943340311473758633) 2025-07-10 16:03:30 UTC 58.1K followers, XXX engagements


"OpenBB: A free alternative to the $20000 Bloomberg Terminal Available XXX% free on GitHub:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944732701510001041) 2025-07-14 12:16:22 UTC 58.4K followers, 85.4K engagements


"How to create a Black-Litterman portfolio in Python. A thread: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1943282655350370600) 2025-07-10 12:14:24 UTC 58.4K followers, 16.4K engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944369591578157510) 2025-07-13 12:13:29 UTC 58.4K followers, 4772 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945877024079298600) 2025-07-17 16:03:29 UTC 58.4K followers, XXX engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945559409754616152) 2025-07-16 19:01:24 UTC 58.4K followers, 4690 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. This is what's coming on July 9th: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942374915996369131) 2025-07-08 00:07:22 UTC 58.3K followers, 10.7K engagements


"Financial Statement Analysis with Large Language Models (LLMs) A 54-page PDF:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945458749000266177) 2025-07-16 12:21:25 UTC 58.4K followers, 35.7K engagements


"*Using Mathematics to Make Money* by legend Jim Simons. 8-page PDF free for download:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944425681871327491) 2025-07-13 15:56:22 UTC 58.4K followers, 55.6K engagements


"This guy made a real-world AI Hedge Fund Team in Python. Then he made it available for everyone for free. Here's how he did it (and how you can too)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941888957278568858) 2025-07-06 15:56:20 UTC 58.4K followers, 34.3K engagements


"The paper provides standardized and anonymous financial statements to GPT4 and instructs the model to analyze them to determine the direction of future earnings"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945458764510834997) 2025-07-16 12:21:28 UTC 58.4K followers, XXX engagements


"A XX page PDF explains the secrets of one of the top strategies used by hedge funds: Pairs Trading Here's everything you need to know in X minutes: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512878926147805) 2025-07-16 15:56:30 UTC 58.4K followers, 31.6K engagements


"Alpaca-py Do everything from streaming market data to creating your own investment apps"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097151513592224) 2025-07-15 12:24:33 UTC 58.3K followers, 1179 engagements


"Two books all systematic investors need on their bookshelves. They clearly explain how to implement winning systematic strategies"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945877013069287673) 2025-07-17 16:03:27 UTC 58.4K followers, 10.8K engagements


"That's a wrap Over the next XX days I'm sharing my top XX algorithmic trading concepts to help you get started. If you enjoyed this thread: X. Follow me @quantscience_ for more of these X. RT the tweet below to share this thread with your audience"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512932122497361) 2025-07-16 15:56:43 UTC 58.4K followers, 1390 engagements


"Python libraries that all algorithmic traders need to know in 2025: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942976132040511680) 2025-07-09 15:56:23 UTC 58.3K followers, 9634 engagements


"This guy literally just shared the code for his hedge fund's algorithmic trading strategy live:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941527895429582911) 2025-07-05 16:01:36 UTC 58.4K followers, 53.1K engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942976167494991934) 2025-07-09 15:56:31 UTC 58.2K followers, XXX engagements


"@virattt 🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941889025096249546) 2025-07-06 15:56:36 UTC 58.1K followers, 1356 engagements


"2 API keys are needed: X. OpenAI for the LLM in use X. OpenBB for access to dozens of different data vendors Code fully available here:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942251361535402070) 2025-07-07 15:56:24 UTC 58.1K followers, XXX engagements


"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819368400540043) 2025-07-17 12:14:23 UTC 58.4K followers, 38.1K engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942615047005487575) 2025-07-08 16:01:33 UTC 58.4K followers, 1404 engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944736400705745274) 2025-07-14 12:31:04 UTC 58.2K followers, 3647 engagements


"🚨 Python Algo Trading Workshop on Wednesday: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942297923485597835) 2025-07-07 19:01:25 UTC 58.4K followers, 22.2K engagements


"Tiingo End-of-day stock price data API that emphasizes redundancy transparency and completeness"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097159637909899) 2025-07-15 12:24:35 UTC 58.3K followers, XXX engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944425697549709312) 2025-07-13 15:56:26 UTC 58.4K followers, 2450 engagements


"Finnhub Real-time RESTful APIs and websockets for stocks currencies and crypto"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097154206318737) 2025-07-15 12:24:34 UTC 58.3K followers, 1042 engagements


"🚨BREAKING NEWS: QS PRO-ALGORITHMIC TRADER LAUNCH On July 24th we are launching the future of algorithmic trading with Python. πŸ‘‰ Register here (limit XXX seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097167116370004) 2025-07-15 12:24:37 UTC 58.3K followers, 1419 engagements


""In essence the move toward quantitative investing is about harnessing the power of data science to drive better more consistent investment outcomes. Its about letting the science guide us ensuring that our strategies are both robust and replicable.""  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942615038788776224) 2025-07-08 16:01:31 UTC 58.4K followers, XXX engagements


"2. The Data Behind the Strategy The TSMOM paper analyzed equities currencies & more. T-stats showed consistent profits across 1-month lookbacks"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819384288571792) 2025-07-17 12:14:27 UTC 58.4K followers, 1300 engagements


"Python is wild. Take this portfolio chart. I made it in XX lines of code. And X Python packages"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944006191987765386) 2025-07-12 12:09:28 UTC 58.4K followers, 22.3K engagements


"IBApi The official API for Interactive Brokers provides access to all the data available through IB. Replaces IBPy"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097131968069691) 2025-07-15 12:24:29 UTC 58.3K followers, 2176 engagements


"4. Finding an edge That edge happened in 2023 when I met Jason. Jason showed me how to use math and algorithms to stack the odds in my favor"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1935672546713608344) 2025-06-19 12:14:32 UTC 58.3K followers, 1271 engagements


"Twelve Data Access 100000+ symbols for stock forex index and fundamental data from global markets"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097140377690544) 2025-07-15 12:24:31 UTC 58.3K followers, 1556 engagements


"12 Python libraries for free market data everyone should know:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097122455433442) 2025-07-15 12:24:26 UTC 58.4K followers, 65.2K engagements


"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1938932735109652649) 2025-06-28 12:09:22 UTC 58.4K followers, 224.3K engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945573274970120673) 2025-07-16 19:56:30 UTC 58.4K followers, 7731 engagements


"@virattt His GitHub repo is available for anyone to use and learn from here:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941889018066538736) 2025-07-06 15:56:35 UTC 58.1K followers, XXX engagements


"JP Morgan's Python training. Available XXX% for free:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944369571730780346) 2025-07-13 12:13:25 UTC 58.4K followers, 151.9K engagements


"4 lines of Python code is what it takes to have your own financial advisor. Fully open source (this is how):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942251357324386702) 2025-07-07 15:56:23 UTC 58.3K followers, 23.9K engagements


"In investing your track record is everything. In X minutes I'll uncover the secrets hedge funds use to track their portfolio performance: 🧡"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1943702935352885737) 2025-07-11 16:04:26 UTC 58.4K followers, 7766 engagements


"This guy literally just shared the Python libraries he uses to make the algorithmic trading strategies for his hedge fund:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942560489856270707) 2025-07-08 12:24:46 UTC 58.4K followers, 16.6K engagements


"We are using Pairs Trading in our hedge fund. And we'd like to share exactly how it works. Want to see how we built our hedge fund in Python Then join us for our free training:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512921649275166) 2025-07-16 15:56:41 UTC 58.4K followers, XXX engagements


"1. What is Pairs Trading Pairs trading seeks to find arbitrage opportunities between co-integrated assets. Think Coke and Pepsi. Prices tend to be correlated (or co-integrated)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512887922929989) 2025-07-16 15:56:33 UTC 58.4K followers, 1222 engagements


"marketstack Real-time intraday and historical market data with 30+ years of history and 170000+ tickers"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097156806799846) 2025-07-15 12:24:34 UTC 58.3K followers, XXX engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@quantscience_ Avatar @quantscience_ Quant Science

Quant Science posts on X about stocks, pairs, omega, algo the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXX engagements in the last XX hours.

Engagements: XXXXXX #

Engagements Line Chart

  • X Week XXXXXXX +112%
  • X Month XXXXXXXXX +4.90%
  • X Months XXXXXXXXXX +65%
  • X Year XXXXXXXXXX +520%

Mentions: XX #

Mentions Line Chart

  • X Week XX -XX%
  • X Month XXX +60%
  • X Months XXX +61%
  • X Year XXXXX +309%

Followers: XXXXXX #

Followers Line Chart

  • X Week XXXXXX +2.20%
  • X Month XXXXXX +6.80%
  • X Months XXXXXX +71%
  • X Year XXXXXX +404%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence finance XXXX% technology brands XXXX% stocks XXXX%

Social topic influence stocks #1431, pairs #82, omega 1.9%, algo 1.9%, realtime 1.9%, realworld 1.27%, Sentiment 1.27%, llm 1.27%, investment 1.27%, currencies XXXX%

Top accounts mentioned or mentioned by @virattt @cardosofede @pyquantnews @quantscience @edgesamjc @gurunematumbu @iatin74 @mkru9922 @inamh_ @ariel_villegas_ @welt__meister__ @atulkum73301284 @scottph77711570 @quantanalyticax @1ex_man @archf1end1 @algosa1es

Top assets mentioned PepsiCo, Inc. (PEP)

Top Social Posts #


Top posts by engagements in the last XX hours

"🚨 PYTHON ALGO TRADING WORKSHOP TODAY: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"
@quantscience_ Avatar @quantscience_ on X 2025-07-09 08:01:25 UTC 58.3K followers, 5678 engagements

"Want to learn how We are sharing everything from our hedge fund we built in Python. Just join us in our next workshop:"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 12:09:29 UTC 58.4K followers, XXX engagements

"3. Technical Indicators Analysis uses: - Moving Averages - MACD - Bollinger Bands - Momentum"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:30 UTC 58.4K followers, 2073 engagements

"🚨 LIVE WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-10 16:03:31 UTC 58.4K followers, 1007 engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 12:21:33 UTC 58.4K followers, 1284 engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 16:01:40 UTC 58.4K followers, 4793 engagements

"1. What Is Time Series Momentum Time Series Momentum (TSMOM) bets on trends continuing. If a stocks up buy more; if down sell. A 2011 study of XX assets proved it works"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:25 UTC 58.4K followers, 1394 engagements

"This guy literally explains how to build an algorithmic trading hedge fund from scratch in under X minutes. This is crazy:"
@quantscience_ Avatar @quantscience_ on X 2025-07-07 12:16:39 UTC 58.4K followers, 39.5K engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-07 15:56:26 UTC 58.1K followers, 1192 engagements

"Bonus: Pytimetk PyTimeTK is a Python package designed to simplify and speed up time series analysis and forecasting"
@quantscience_ Avatar @quantscience_ on X 2025-07-09 15:56:29 UTC 58.1K followers, XXX engagements

"8. Generative Adversarial Network (GAN) The future pattern of GS's stock should be more or less the same (unless something drastically changes). GAN will allow us to generate data in the future with a similar distribution to historical data"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:44 UTC 58.2K followers, 1445 engagements

"Polygon .io Real-time and historical data for stocks FX and crypto"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:31 UTC 58.3K followers, 1389 engagements

"Stock Prediction AI: Using Machine Learning and Deep Learning to predict stock price movements in Python. The Python code is XXX% free on GitHub. Let's dive in (bookmark this):"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:23 UTC 58.4K followers, 84K engagements

"3. I started with no edge. My biggest loss was a XXX% drawdown in 2008. I lost my entire savings of $30000 by trusting a well-known "market maven." (You'd recognize him if you watch CNBC) It was a difficult time for me. But I didn't give up"
@quantscience_ Avatar @quantscience_ on X 2025-06-19 12:14:32 UTC 58.3K followers, 1377 engagements

"4. Create persistent high-performance OHLC & fundamentals pipelines X. Detect edge and validate with robust signal testing X. Develop a professional workflow for experiment tracking and continuous alpha generation"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 00:07:29 UTC 58.2K followers, XXX engagements

"We are using TSMOM in our hedge fund. And we'd like to share exactly how it works. Want to see how we built our hedge fund in Python Then join us for our free training:"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:32 UTC 58.4K followers, XXX engagements

"4. Real-World Performance TSMOM outperforms passive investing. We're using a modified version of TSMOM in our Hedge Fund. One backtest shows 3500% return vs XXX% S&P500"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:31 UTC 58.4K followers, 1134 engagements

"3. Coding TSMOM with Python Code TSMOM in Python: - Use yfinance to get data - Then momentum = price-1 / price-20 - X. Positive Buy Negative Sell"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:29 UTC 58.4K followers, 1196 engagements

"🚨 BREAKING: I just stumbled upon this Machine Learning Python library for Algorithmic Trading that looks insane. It's called AlphaPy. This is what it does:"
@quantscience_ Avatar @quantscience_ on X 2025-07-04 12:15:21 UTC 58.4K followers, 31.6K engagements

"A $16B hedge fund CEO gives an easy explanation of quantitative trading:"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 16:01:25 UTC 58.2K followers, 25.8K engagements

"NEW PYTHON PACKAGE ALERT: Asset News Sentiment Analyzer AI + News Sentiment for Quant Finance (100% free on github) Let's dive in:"
@quantscience_ Avatar @quantscience_ on X 2025-06-23 12:16:24 UTC 58.3K followers, 26.7K engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:42 UTC 58.4K followers, XXX engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:46 UTC 58.4K followers, 2025 engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 12:09:31 UTC 58.4K followers, 1501 engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 12:16:24 UTC 58.4K followers, 3979 engagements

"🚨BREAKING: A new Python library for algorithmic trading. Introducing TensorTrade: An open-source Python framework for trading using Reinforcement Learning (AI)"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 16:01:28 UTC 58.4K followers, 177.1K engagements

"4. Sentiment News The analysis uses a pretrained BERT model to classify news articles as positive or negative sentiment"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:36 UTC 58.4K followers, 1890 engagements

"pandas-datareader pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks FX economic indicators Fama-French factors and many others"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:28 UTC 58.3K followers, 2195 engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 16:01:31 UTC 58.4K followers, 1957 engagements

"7. XGBoost Feature Importance The analysis uses an xgboost model to create feature importances"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:43 UTC 58.2K followers, 1491 engagements

"1. Build your own Python-powered quantamental trading system X. Deploy live strategies with automated risk controls and real P&L tracking X. Leverage our proprietary software stack (18 months in development)"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 00:07:27 UTC 58.2K followers, XXX engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:34 UTC 58.4K followers, 1636 engagements

"The paper investigates whether an LLM can successfully perform financial statement analysis in a way similar to a professional human analyst"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 12:21:27 UTC 58.4K followers, XXX engagements

"🚨 PYTHON ALGO TRADING WORKSHOP TOMORROW: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 19:01:23 UTC 58.4K followers, 7159 engagements

"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:44 UTC 58.4K followers, XXX engagements

"Machine learning techniques and data for stock market forecasting. (A free 41-page PDF) πŸ‘‡"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 16:01:28 UTC 58.4K followers, 43.4K engagements

"Performance: Here's a performance chart of a reward-optimized example"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 16:01:38 UTC 58.4K followers, 3926 engagements

"1. The Python Machine Learning and Deep Learning Libraries: - mxnet - gluon - sklearn - xgboost"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 15:56:26 UTC 58.4K followers, 2626 engagements

"Want to learn how we do this inside our hedge fund I have a live workshop coming up"
@quantscience_ Avatar @quantscience_ on X 2025-07-10 16:03:30 UTC 58.1K followers, XXX engagements

"OpenBB: A free alternative to the $20000 Bloomberg Terminal Available XXX% free on GitHub:"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 12:16:22 UTC 58.4K followers, 85.4K engagements

"How to create a Black-Litterman portfolio in Python. A thread: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-10 12:14:24 UTC 58.4K followers, 16.4K engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-13 12:13:29 UTC 58.4K followers, 4772 engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 16:03:29 UTC 58.4K followers, XXX engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 19:01:24 UTC 58.4K followers, 4690 engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. This is what's coming on July 9th: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 00:07:22 UTC 58.3K followers, 10.7K engagements

"Financial Statement Analysis with Large Language Models (LLMs) A 54-page PDF:"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 12:21:25 UTC 58.4K followers, 35.7K engagements

"Using Mathematics to Make Money by legend Jim Simons. 8-page PDF free for download:"
@quantscience_ Avatar @quantscience_ on X 2025-07-13 15:56:22 UTC 58.4K followers, 55.6K engagements

"This guy made a real-world AI Hedge Fund Team in Python. Then he made it available for everyone for free. Here's how he did it (and how you can too)"
@quantscience_ Avatar @quantscience_ on X 2025-07-06 15:56:20 UTC 58.4K followers, 34.3K engagements

"The paper provides standardized and anonymous financial statements to GPT4 and instructs the model to analyze them to determine the direction of future earnings"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 12:21:28 UTC 58.4K followers, XXX engagements

"A XX page PDF explains the secrets of one of the top strategies used by hedge funds: Pairs Trading Here's everything you need to know in X minutes: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:30 UTC 58.4K followers, 31.6K engagements

"Alpaca-py Do everything from streaming market data to creating your own investment apps"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:33 UTC 58.3K followers, 1179 engagements

"Two books all systematic investors need on their bookshelves. They clearly explain how to implement winning systematic strategies"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 16:03:27 UTC 58.4K followers, 10.8K engagements

"That's a wrap Over the next XX days I'm sharing my top XX algorithmic trading concepts to help you get started. If you enjoyed this thread: X. Follow me @quantscience_ for more of these X. RT the tweet below to share this thread with your audience"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:43 UTC 58.4K followers, 1390 engagements

"Python libraries that all algorithmic traders need to know in 2025: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-09 15:56:23 UTC 58.3K followers, 9634 engagements

"This guy literally just shared the code for his hedge fund's algorithmic trading strategy live:"
@quantscience_ Avatar @quantscience_ on X 2025-07-05 16:01:36 UTC 58.4K followers, 53.1K engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-09 15:56:31 UTC 58.2K followers, XXX engagements

"@virattt 🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-06 15:56:36 UTC 58.1K followers, 1356 engagements

"2 API keys are needed: X. OpenAI for the LLM in use X. OpenBB for access to dozens of different data vendors Code fully available here:"
@quantscience_ Avatar @quantscience_ on X 2025-07-07 15:56:24 UTC 58.1K followers, XXX engagements

"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:23 UTC 58.4K followers, 38.1K engagements

"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 9th. πŸ‘‰ Register here to learn how to compete in an unfair game with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 16:01:33 UTC 58.4K followers, 1404 engagements

"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"
@quantscience_ Avatar @quantscience_ on X 2025-07-14 12:31:04 UTC 58.2K followers, 3647 engagements

"🚨 Python Algo Trading Workshop on Wednesday: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python πŸ‘‰ Get the system:"
@quantscience_ Avatar @quantscience_ on X 2025-07-07 19:01:25 UTC 58.4K followers, 22.2K engagements

"Tiingo End-of-day stock price data API that emphasizes redundancy transparency and completeness"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:35 UTC 58.3K followers, XXX engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-13 15:56:26 UTC 58.4K followers, 2450 engagements

"Finnhub Real-time RESTful APIs and websockets for stocks currencies and crypto"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:34 UTC 58.3K followers, 1042 engagements

"🚨BREAKING NEWS: QS PRO-ALGORITHMIC TRADER LAUNCH On July 24th we are launching the future of algorithmic trading with Python. πŸ‘‰ Register here (limit XXX seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:37 UTC 58.3K followers, 1419 engagements

""In essence the move toward quantitative investing is about harnessing the power of data science to drive better more consistent investment outcomes. Its about letting the science guide us ensuring that our strategies are both robust and replicable.""
@quantscience_ Avatar @quantscience_ on X 2025-07-08 16:01:31 UTC 58.4K followers, XXX engagements

"2. The Data Behind the Strategy The TSMOM paper analyzed equities currencies & more. T-stats showed consistent profits across 1-month lookbacks"
@quantscience_ Avatar @quantscience_ on X 2025-07-17 12:14:27 UTC 58.4K followers, 1300 engagements

"Python is wild. Take this portfolio chart. I made it in XX lines of code. And X Python packages"
@quantscience_ Avatar @quantscience_ on X 2025-07-12 12:09:28 UTC 58.4K followers, 22.3K engagements

"IBApi The official API for Interactive Brokers provides access to all the data available through IB. Replaces IBPy"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:29 UTC 58.3K followers, 2176 engagements

"4. Finding an edge That edge happened in 2023 when I met Jason. Jason showed me how to use math and algorithms to stack the odds in my favor"
@quantscience_ Avatar @quantscience_ on X 2025-06-19 12:14:32 UTC 58.3K followers, 1271 engagements

"Twelve Data Access 100000+ symbols for stock forex index and fundamental data from global markets"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:31 UTC 58.3K followers, 1556 engagements

"12 Python libraries for free market data everyone should know:"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:26 UTC 58.4K followers, 65.2K engagements

"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-06-28 12:09:22 UTC 58.4K followers, 224.3K engagements

"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. πŸ‘‰ Register here to learn how with Python (500 seats):"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 19:56:30 UTC 58.4K followers, 7731 engagements

"@virattt His GitHub repo is available for anyone to use and learn from here:"
@quantscience_ Avatar @quantscience_ on X 2025-07-06 15:56:35 UTC 58.1K followers, XXX engagements

"JP Morgan's Python training. Available XXX% for free:"
@quantscience_ Avatar @quantscience_ on X 2025-07-13 12:13:25 UTC 58.4K followers, 151.9K engagements

"4 lines of Python code is what it takes to have your own financial advisor. Fully open source (this is how):"
@quantscience_ Avatar @quantscience_ on X 2025-07-07 15:56:23 UTC 58.3K followers, 23.9K engagements

"In investing your track record is everything. In X minutes I'll uncover the secrets hedge funds use to track their portfolio performance: 🧡"
@quantscience_ Avatar @quantscience_ on X 2025-07-11 16:04:26 UTC 58.4K followers, 7766 engagements

"This guy literally just shared the Python libraries he uses to make the algorithmic trading strategies for his hedge fund:"
@quantscience_ Avatar @quantscience_ on X 2025-07-08 12:24:46 UTC 58.4K followers, 16.6K engagements

"We are using Pairs Trading in our hedge fund. And we'd like to share exactly how it works. Want to see how we built our hedge fund in Python Then join us for our free training:"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:41 UTC 58.4K followers, XXX engagements

"1. What is Pairs Trading Pairs trading seeks to find arbitrage opportunities between co-integrated assets. Think Coke and Pepsi. Prices tend to be correlated (or co-integrated)"
@quantscience_ Avatar @quantscience_ on X 2025-07-16 15:56:33 UTC 58.4K followers, 1222 engagements

"marketstack Real-time intraday and historical market data with 30+ years of history and 170000+ tickers"
@quantscience_ Avatar @quantscience_ on X 2025-07-15 12:24:34 UTC 58.3K followers, XXX engagements

@quantscience_
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