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How does the SFRI work? It compares price pressure, volume, and spread to identify “capital congestion.” Market ElementFluid Equivalent Price ChangePressure VolumeFlow rate SpreadFriction / viscosity High SFRI = blocked flow Low SFRI = healthy market #AlgoTrading

Ready to use it? Open-source on GitHub: 👉 RT & star if you support open quant research 💙 Let the flow guide your trades 🌊📊 #OpenSourceQuant #CryptoAnalytics #PythonTools #GitHub #stockAnalytics

pymongo Insert documents, query JSON-like data, handle massive collections — perfect for scrapers, pipelines, and data collection systems. #DataPipelines #PythonTools #AutomationLife #BuildInPublic #BackendFlow #TechCreator

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World Date and Time using Python 3✅ #Python #pythontools #pytz #world #clock #worldclock #America #USA #NewYork #NewYorkCity #CodeNewbie #code #programming

18 Best Python Tools for ETL⇒ ⇓ #etl #pythontools #airflow #spark #petl #panoply #etlstream #pythondeveloper #python #developers #tech #coding #programming #techblog #pythonfactory

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Free python tools that might help! #Python #pythontools #freetools

Take a sneak peak at our latest product dotData Py Lite enabling you to install dotData environment on your desktop, execute quick PoCs, and get a simple and portable way to deploy and productionalize E2E AI pipelines. #pythontools #businessintelligence

🛰️ TelegramScraper – OSINT Focused Recon Tool for Telegram Learn how to collect group metadata, scrape members, and extract messages from Telegram in a controlled, lab-based setting. 👇🏻Know More About This Tool👇🏻

📌 Important Warnings ⚠️ •Using TelegramScraper on private groups without consent may violate laws or Telegram’s Terms of Service •Unauthorized data harvesting can breach privacy policies like GDPR

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Python is an interesting language and a python coder can actually play with it! Wanna know how? Here it is! Click on the link below 👇🏻 #pythonprogramming #pythontools #python #webdevelopment #games #datascience #machinelearning #codingspoon #language

Tired of slow, clunky set operations in Python? 🚀 FastSet by @pisquared is insanely fast, memory-efficient, and built for real-world data chaos. Think native sets… but on caffeine. ☕⚡️ #DataEngineering #PythonTools

Pithy guide to Python ecosystem by @b_k_hela at #ITNEXT. #pythontools #dataanalysis #ｐｙｔｈｏｎ #python #pythoninternals (t)

Codementor: Install PySpark with Deep Learning Pipelines on Linux #Pythontools