[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.] #  @pyquantnews PyQuant News 🐍 PyQuant News 🐍 posts on X about finance, inference, hidden, generated the most. They currently have XXXXXXX followers and 2614 posts still getting attention that total XXXXXX engagements in the last XX hours. ### Engagements: XXXXXX [#](/creator/twitter::3187132960/interactions)  - X Week XXXXXXX +10% - X Month XXXXXXX -XX% - X Months XXXXXXXXX -XX% - X Year XXXXXXXXXX -XX% ### Mentions: XX [#](/creator/twitter::3187132960/posts_active)  - X Month XX -XX% - X Months XXX +9.10% - X Year XXXXX -XX% ### Followers: XXXXXXX [#](/creator/twitter::3187132960/followers)  - X Week XXXXXXX +0.42% - X Month XXXXXXX +0.65% - X Months XXXXXXX +6.50% - X Year XXXXXXX +18% ### CreatorRank: XXXXXXX [#](/creator/twitter::3187132960/influencer_rank)  ### Social Influence **Social category influence** [finance](/list/finance) **Social topic influence** [finance](/topic/finance) #140, [inference](/topic/inference), [hidden](/topic/hidden), [generated](/topic/generated), [save your](/topic/save-your), [skip](/topic/skip), [hardcore](/topic/hardcore), [strike](/topic/strike), [put the](/topic/put-the), [build a](/topic/build-a) ### Top Social Posts Top posts by engagements in the last XX hours "Free Harvard course: Stochastic Methods for Data Analysis Inference and Optimization This course introduces important principles of Monte Carlo techniques and demonstrates the power of these techniques with simple (but very useful) applications. Get it here:" [X Link](https://x.com/pyquantnews/status/1995129752332427565) 2025-11-30T13:56Z 158K followers, 16.9K engagements "RenTec uses Hidden Markov Models in trading. The technique generated XX% returns per year over XX years. One of the co-founders of RenTec's name is in the algorithm Here's how it works:" [X Link](https://x.com/pyquantnews/status/1995929299346460744) 2025-12-02T18:53Z 158K followers, 121.2K engagements "Save your $90000 and skip the quant finance degree. Dive into XX code repos that will teach you more than all your professors at school. All without costing you $90000:" [X Link](https://x.com/pyquantnews/status/1998390007149564192) 2025-12-09T13:51Z 158K followers, 152.1K engagements "There are 580000 Python libraries on PyPi. But you only need XX for quant finance:" [X Link](https://x.com/pyquantnews/status/1990855867495850091) 2025-11-18T18:53Z 158K followers, 18.2K engagements "The SABR stochastic volatility model: Built by hardcore PhD quants. Not a hardcore PhD quant Not a problem (anymore). Use the SABR model like the pros:" [X Link](https://x.com/pyquantnews/status/1996293675718947027) 2025-12-03T19:01Z 158K followers, 22.5K engagements "pysabr SABR model Python implementation" [X Link](https://x.com/pyquantnews/status/1998392020142813201) 2025-12-09T13:59Z 158K followers, 5011 engagements "Then inspect the volatility skew" [X Link](https://x.com/pyquantnews/status/1995205260470542712) 2025-11-30T18:56Z 157.5K followers, XXX engagements "The data are messy but it's clear implied volatility is different across strike prices" [X Link](https://x.com/pyquantnews/status/1995205522509717723) 2025-11-30T18:57Z 157.6K followers, XXX engagements "Finally put the two together to build a volatility surface" [X Link](https://x.com/pyquantnews/status/1995206275391480301) 2025-11-30T19:00Z 157.6K followers, XXX engagements "The volatility surface lets you observe how implied volatility changes across strikes and expirations. And it's a critical tool for quants" [X Link](https://x.com/pyquantnews/status/1995206511266558253) 2025-11-30T19:01Z 157.6K followers, XXX engagements "Well use OpenBB to fetch options prices for a ticker" [X Link](https://x.com/pyquantnews/status/1996294427698999721) 2025-12-03T19:04Z 157.5K followers, 1148 engagements "We filter the DataFrame for call and put options at the given expiration. We then compute the mid price to get a more accurate picture of implied volatility. Well need the strikes and market implied volatilities too" [X Link](https://x.com/pyquantnews/status/1996294686005207126) 2025-12-03T19:05Z 157.5K followers, 1113 engagements "During my master's degree I read XX books on quant finance. Most of them were useless. But these X are still on my shelf XX years later. And they should be on yours too:" [X Link](https://x.com/pyquantnews/status/1994043348949066175) 2025-11-27T13:59Z 158K followers, 53.6K engagements "Most beginners forget that you can use pandas to analyze trading strategies. Here's a step by step walk through to get you started:" [X Link](https://x.com/pyquantnews/status/1994843380736553283) 2025-11-29T18:58Z 158K followers, 24.2K engagements "A Python library for options pricing (free on GitHub):" [X Link](https://x.com/pyquantnews/status/1995570667442319820) 2025-12-01T19:08Z 158K followers, 79.9K engagements "FinancePy A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives including fixed-income equity FX and credit derivatives" [X Link](https://x.com/pyquantnews/status/1998392268235972714) 2025-12-09T14:00Z 158K followers, 4607 engagements "finoptions Complete python implementation of R package fOptions with partial implementation of fExoticOptions for pricing various options" [X Link](https://x.com/pyquantnews/status/1998394271246786673) 2025-12-09T14:08Z 158K followers, 2793 engagements "In case youre unfamiliar with SABR heres a primer: Captures market dynamics of implied volatility X inputs to the model that make up its name Extremely fast so can be used in real time SABR calibrates for anomalies in implied volatility. Lets check it out:" [X Link](https://x.com/pyquantnews/status/1996293925296861407) 2025-12-03T19:02Z 157.9K followers, 1321 engagements "To fit the SABR model we compute the forward stock price using put-call parity set the expiration and assign a beta" [X Link](https://x.com/pyquantnews/status/1996294934765224233) 2025-12-03T19:06Z 157.8K followers, 1038 engagements "Next inspect the volatility term structure" [X Link](https://x.com/pyquantnews/status/1995205774918721630) 2025-11-30T18:58Z 158K followers, XXX engagements "Not only does implied volatility vary across strikes it varies across expirations" [X Link](https://x.com/pyquantnews/status/1995206007690084443) 2025-11-30T18:59Z 158K followers, XXX engagements "vollib vollib is a Python library for calculating option prices implied volatility and greeks" [X Link](https://x.com/pyquantnews/status/1998390739592511645) 2025-12-09T13:54Z 158K followers, 8504 engagements "For more on options: Get the 46-Page Guide to Pricing Options and Implied Volatility. Here's why: Compute Black-Scholes the greeks and implied volatility Includes a Jupyter Notebook with the code How to use Python to analyze the results" [X Link](https://x.com/pyquantnews/status/1998394521772499411) 2025-12-09T14:09Z 158K followers, 4012 engagements "@jakethestockguy Not many people that follow my stuff need low latency data via Nanex (or can afford it)" [X Link](https://x.com/pyquantnews/status/1998504461724176647) 2025-12-09T21:26Z 158K followers, XXX engagements
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@pyquantnews PyQuant News 🐍
PyQuant News 🐍 posts on X about finance, inference, hidden, generated the most. They currently have XXXXXXX followers and 2614 posts still getting attention that total XXXXXX engagements in the last XX hours.
Engagements: XXXXXX #
- X Week XXXXXXX +10%
- X Month XXXXXXX -XX%
- X Months XXXXXXXXX -XX%
- X Year XXXXXXXXXX -XX%
Mentions: XX #
- X Month XX -XX%
- X Months XXX +9.10%
- X Year XXXXX -XX%
Followers: XXXXXXX #
- X Week XXXXXXX +0.42%
- X Month XXXXXXX +0.65%
- X Months XXXXXXX +6.50%
- X Year XXXXXXX +18%
CreatorRank: XXXXXXX #
Social Influence
Social category influence finance
Social topic influence finance #140, inference, hidden, generated, save your, skip, hardcore, strike, put the, build a
Top Social Posts
Top posts by engagements in the last XX hours
"Free Harvard course: Stochastic Methods for Data Analysis Inference and Optimization This course introduces important principles of Monte Carlo techniques and demonstrates the power of these techniques with simple (but very useful) applications. Get it here:"
X Link 2025-11-30T13:56Z 158K followers, 16.9K engagements
"RenTec uses Hidden Markov Models in trading. The technique generated XX% returns per year over XX years. One of the co-founders of RenTec's name is in the algorithm Here's how it works:"
X Link 2025-12-02T18:53Z 158K followers, 121.2K engagements
"Save your $90000 and skip the quant finance degree. Dive into XX code repos that will teach you more than all your professors at school. All without costing you $90000:"
X Link 2025-12-09T13:51Z 158K followers, 152.1K engagements
"There are 580000 Python libraries on PyPi. But you only need XX for quant finance:"
X Link 2025-11-18T18:53Z 158K followers, 18.2K engagements
"The SABR stochastic volatility model: Built by hardcore PhD quants. Not a hardcore PhD quant Not a problem (anymore). Use the SABR model like the pros:"
X Link 2025-12-03T19:01Z 158K followers, 22.5K engagements
"pysabr SABR model Python implementation"
X Link 2025-12-09T13:59Z 158K followers, 5011 engagements
"Then inspect the volatility skew"
X Link 2025-11-30T18:56Z 157.5K followers, XXX engagements
"The data are messy but it's clear implied volatility is different across strike prices"
X Link 2025-11-30T18:57Z 157.6K followers, XXX engagements
"Finally put the two together to build a volatility surface"
X Link 2025-11-30T19:00Z 157.6K followers, XXX engagements
"The volatility surface lets you observe how implied volatility changes across strikes and expirations. And it's a critical tool for quants"
X Link 2025-11-30T19:01Z 157.6K followers, XXX engagements
"Well use OpenBB to fetch options prices for a ticker"
X Link 2025-12-03T19:04Z 157.5K followers, 1148 engagements
"We filter the DataFrame for call and put options at the given expiration. We then compute the mid price to get a more accurate picture of implied volatility. Well need the strikes and market implied volatilities too"
X Link 2025-12-03T19:05Z 157.5K followers, 1113 engagements
"During my master's degree I read XX books on quant finance. Most of them were useless. But these X are still on my shelf XX years later. And they should be on yours too:"
X Link 2025-11-27T13:59Z 158K followers, 53.6K engagements
"Most beginners forget that you can use pandas to analyze trading strategies. Here's a step by step walk through to get you started:"
X Link 2025-11-29T18:58Z 158K followers, 24.2K engagements
"A Python library for options pricing (free on GitHub):"
X Link 2025-12-01T19:08Z 158K followers, 79.9K engagements
"FinancePy A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives including fixed-income equity FX and credit derivatives"
X Link 2025-12-09T14:00Z 158K followers, 4607 engagements
"finoptions Complete python implementation of R package fOptions with partial implementation of fExoticOptions for pricing various options"
X Link 2025-12-09T14:08Z 158K followers, 2793 engagements
"In case youre unfamiliar with SABR heres a primer: Captures market dynamics of implied volatility X inputs to the model that make up its name Extremely fast so can be used in real time SABR calibrates for anomalies in implied volatility. Lets check it out:"
X Link 2025-12-03T19:02Z 157.9K followers, 1321 engagements
"To fit the SABR model we compute the forward stock price using put-call parity set the expiration and assign a beta"
X Link 2025-12-03T19:06Z 157.8K followers, 1038 engagements
"Next inspect the volatility term structure"
X Link 2025-11-30T18:58Z 158K followers, XXX engagements
"Not only does implied volatility vary across strikes it varies across expirations"
X Link 2025-11-30T18:59Z 158K followers, XXX engagements
"vollib vollib is a Python library for calculating option prices implied volatility and greeks"
X Link 2025-12-09T13:54Z 158K followers, 8504 engagements
"For more on options: Get the 46-Page Guide to Pricing Options and Implied Volatility. Here's why: Compute Black-Scholes the greeks and implied volatility Includes a Jupyter Notebook with the code How to use Python to analyze the results"
X Link 2025-12-09T14:09Z 158K followers, 4012 engagements
"@jakethestockguy Not many people that follow my stuff need low latency data via Nanex (or can afford it)"
X Link 2025-12-09T21:26Z 158K followers, XXX engagements