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Quick Short 💡

A backtested 𝗜𝗻𝘁𝗿𝗮𝗱𝗮𝘆 𝗠𝗲𝗮𝗻 𝗥𝗲𝘃𝗲𝗿𝘀𝗶𝗼𝗻 trading strategy 📈 📊

Thread ahead 🧵

RT to get access to our beta program link in your DM 🚀
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 What is Reversion to Mean? 🧐

Mean reversion is a concept in finance that suggests, after an extreme price move, stock prices tend to return back to normal or average levels.

Prices do move away from the mean sometimes but revert to the mean price over time.
Extreme price moves away from the mean and is hard to sustain for extended periods.

𝗘𝘅𝗮𝗺𝗽𝗹𝗲:Extreme Gap-ups and Gap-downs

Stock tends to come back to intraday mean prices

or

Longer term moving average (100 and 200 ema) depending on the time frame you are looking at
🔸 Hypothesis:

1️⃣ Whenever stocks have a large opening gap, they tend to come back to the mean levels.
2️⃣ Backtesting is done on Nifty500 Universe and probabilities are calculated on stocks which have highest chance to fall based on historical data.
𝘌𝘹𝘢𝘮𝘱𝘭𝘦:

🔸 So out of say 10 stocks that have opened Gap-up , each stock is ranked based on a proprietary algorithm and the stock with the highest odds to revert to the mean is selected.
Sell Rules :

🔸 Enter at 9:16 to 9:20

🔸 Stoploss Max 10% from entry price for the day

🔸 Capital : ₹1.5 Lakh (Suggested to include drawdowns) excludes the availble margin by broker

🔸 Capital Deployed : ₹1 Lakh Max
𝗦𝘁𝗼𝗽𝗹𝗼𝘀𝘀 𝗧𝗿𝗮𝗱𝗲𝘀:

🔸 Here are the charts that show trades where stop-losses were hit.
𝗠𝗼𝗱𝗲𝗹 𝗕𝗮𝗰𝗸𝘁𝗲𝘀𝘁 𝗮𝗻𝗱 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝘀

🔸 Model was trained for 7 years where all type of market conditions (Bullish, Bearish & Sideways)were covered and a volume filter was applied which filtered 257 stocks from 500.
🔸 This is an 𝗜𝗻𝗰𝗼𝗺𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹 rather than compounding, you can withdraw the profits.
🔸 Here the numbers mean how much the profits are down from the peak profits we made in that particular month. These numbers need not always mean that the p&l went in red.
🔸 Number of trades that were generated in a month on 𝗤𝘂𝗶𝗰𝗸-𝗦𝗵𝗼𝗿𝘁 model
🔸 These are percentage returns in a given month.
🔸 Example : In March 2022 we made 29000 on ₹1 lakh and we lost ₹18k in december 2021
𝗣𝗿𝗼𝘀 & 𝗖𝗼𝗻𝘀:
𝗛𝗼𝘄 𝘁𝗼 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻 𝗦𝗶𝘇𝗲:

Ex:
🔸 Stock: #JKIL is given a short at 9:08am you need to take entry by 9:17 at market price & short it intraday
🔸 Stoploss = 10%
🔸 Position Size = Total Capital/Stock Price
🔸 Position Size =₹1,00,000/₹315 = Approx 300 Qty of JKIL
𝗠𝗼𝗱𝗲𝗹 𝗥𝗶𝘀𝗸𝘀

🔸 This is a very volatile strategy

🔸 In extreme cases, max stop loss of 10% on capital can hit. Assuming you are not taking leverage, else it can be even more.

🔸 Stop loss at 10% or Upper Circuit price, whichever is lower.
🔸 If you do not execute using limit orders, slippage can cause losses

🔸 We do not recommend using broker provided intraday leverage

🔸 You cannot randomly participate in trades, you need to take all trades to get model returns

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EVOLUTION OF CROWNS

The ancient Indian kings called a head crown as a Mukut and it would mostly constitute of a golden ornamental headgear like an oval cap with gems.

Sometimes it would also include a halo circle to show the divinity of the king

1/7


As it was considered that kings were appointment by the gods themselves. Example the kings of mewar considered themselves to be the ‘Diwan of eklingji')

But in most cases very few Mukut with halo effect have been found.

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Samudragupta in the gupta era coin. You can see the helmet like headwear on him.

Till gupta era the solid golden head wear was used in most days of the monarch.

But since the onset of 8th century it reduced in usage and was now used only as a ceremonial headwear.

3/7


Whereas earlier the Maharaja had to wear the mukut whenever his court was in session.

Still mukut was being used prominently for ceremonial activities till recent times.

Maharaj Dahir of Sindh👇

4/7


But as times past the style of headwear also changed.

The kings mostly wore turbans ordained with pearls and gems while rarely anyone wore a true Mukut after 16th century.

Portrait of Sri Krishna Dev Raya👇

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🌺श्री गरुड़ पुराण - संक्षिप्त वर्णन🌺

हिन्दु धर्म के 18 पुराणों में से एक गरुड़ पुराण का हिन्दु धर्म में बड़ा महत्व है। गरुड़ पुराण में मृत्यु के बाद सद्गती की व्याख्या मिलती है। इस पुराण के अधिष्ठातृ देव भगवान विष्णु हैं, इसलिए ये वैष्णव पुराण है।


गरुड़ पुराण के अनुसार हमारे कर्मों का फल हमें हमारे जीवन-काल में तो मिलता ही है परंतु मृत्यु के बाद भी अच्छे बुरे कार्यों का उनके अनुसार फल मिलता है। इस कारण इस पुराण में निहित ज्ञान को प्राप्त करने के लिए घर के किसी सदस्य की मृत्यु के बाद का समय निर्धारित किया गया है...

..ताकि उस समय हम जीवन-मरण से जुड़े सभी सत्य जान सकें और मृत्यु के कारण बिछडने वाले सदस्य का दुख कम हो सके।
गरुड़ पुराण में विष्णु की भक्ति व अवतारों का विस्तार से उसी प्रकार वर्णन मिलता है जिस प्रकार भगवत पुराण में।आरम्भ में मनु से सृष्टि की उत्पत्ति,ध्रुव चरित्र की कथा मिलती है।


तदुपरांत सुर्य व चंद्र ग्रहों के मंत्र, शिव-पार्वती मंत्र,इन्द्र सम्बंधित मंत्र,सरस्वती मंत्र और नौ शक्तियों के बारे में विस्तार से बताया गया है।
इस पुराण में उन्नीस हज़ार श्लोक बताए जाते हैं और इसे दो भागों में कहा जाता है।
प्रथम भाग में विष्णुभक्ति और पूजा विधियों का उल्लेख है।

मृत्यु के उपरांत गरुड़ पुराण के श्रवण का प्रावधान है ।
पुराण के द्वितीय भाग में 'प्रेतकल्प' का विस्तार से वर्णन और नरकों में जीव के पड़ने का वृत्तांत मिलता है। मरने के बाद मनुष्य की क्या गति होती है, उसका किस प्रकार की योनियों में जन्म होता है, प्रेत योनि से मुक्ति के उपाय...
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MAHARAANI TARARANI: THE QUEEN OF MARATHAS

Rani Tarabai was the brave daughter-in-law of Chhatrapati Shivaji and one of the greatest medieval Monarchs India ever had.
She was born in 1675 to one of the bravest commander-in-chiefs of Shivaji's Army named Hambir Rao Mohite.


Tarabai was just 8yrs old when she was married to Shivaji's younger son, Rajaram. Mughals and Marathas were constantly at war with each other. Shivaji was crowned the ruler of the Independent Maratha Swarajya in 1674 which was established by him.


However,the great leader died in 1680&the Maratha Samrajya went into a complete&total chaos.Marathas saw some very tough times ahead. In 1689,when Raigad Fort fell to the Mughal Army of over 15000,Shivaji's first wife Saibai and his elder son Sambhaji were captured&put to death.


Sambhaji's wife and son Shahu were taken prisoners to the Mughal court. During the same battle, Shivaji's second son Rajaram(Tarabai's husband) , who was the heir to the throne now, managed to escape using a disguise. He made his way to the Gingee Fort in Tamil Nadu.


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Learn Python With Rune
Learn Python With Rune
@PythonWithRune
9 Python resources that will fast-track your learning

🧵👇

1️⃣ Introduction to Python Programming

✔️ Learn to solve practical problems with Python
✔️ Enhance your skill set
✔️ Boost your hirability through innovative, independent learning.

2️⃣ Introduction to Computer Science and Programming Using Python

✔️ Introduction to computer science
✔️ A tool to solve real-world analytical problems
✔️ Computational thinking and Data

3️⃣ Learn Python the HARD WAY

✔️ The Hard Way Is Easier
✔️ Learn Python through 52 exercises
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4️⃣ Python for Everybody Specialization

✔️ Learn to program
✔️ Analyze data with Python
✔️ Gather, clean, analyze, and visualize
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Cortisol will ruin you

If you let it get away from you, chronic stress will lead to chronic disease and chronic disease will lead to early death

What are the best ways to lower cortisol?


1) Don't follow extreme diets

Cutting out all carbohydrates or fasting for 36 hours is going to wreak havoc on your stress hormones.

Although you may experience short term weight loss, it's going to hurt you in the long-term.

A balanced macronutrient ratio is best to aim for.

2) Get out in nature

Idc if you live in Alaska or Guatemala, connecting with nature daily will do more for your health than any biohack ever will

Reconnect to your ancestral roots and make it a habit.

Grounding/earthing, forest bathing, hikes, ocean swims, etc

3) SLEEP

You CANNOT neglect your sleep. I don't care how tough or alpha you think you are. It will eventually catch up with you.

@holisticnicola just released a great guide on sleep. Go check that out now as I read it and agree with everything inside.

MAKE THIS A PRIORITY

4) Improve your testosterone

Anything that improves your testosterone levels will decrease cortisol.

Here's a start:
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-eliminate PUFAs
-resistance training
-no alcohol
-sleep 8+ hours
-nutrient dense diet
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Throughout WWII, captured Jewish Soldiers were often tortured and then killed by their German captors.

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Thumba poo is a tiny white flower which grows in all areas. These flowers are used for treatment for sinus. Small children who have polyps in Nose are told to crush tumbha leaves and apply in nose part.
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@SriramKannan77


She said that her feet should be on his head. Shiva accepted her prayers. It is because of this Thumba flower is placed in the head of Shiva Linga.
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In the Hindu Epic Mahabharata, Ashwatthama or Drauni is the son of Dronacharya and the grandson of the Bharadwaj Rishi. Ashwatthama was a Maharathi who fought alongside the Kauravas against the Pandavas in the Kurukshetra War.


According to the Mahabharata, Ashwatthama means the sacred sound associated with the sound of a horse. He was given the name Ashwatthama because when he was born, he cried like a horse.

Here are some interesting facts about Ashwatthama.

- Ashwathama is one of the Ashta Chiranjeevi, Eight Immortals. Ashwatthama was born with a jewel on his forehead, giving him power over all living beings lower than humans. The jewel protected him from hunger, thirst, and fatigue.


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Duryodhan felt that Yudhisthir was his obstacle in inheriting the throne of Hastinapur, while Arjun’s talent made Ashwatthama jealous because he felt that his father’s love had been divided. After all, Arjuna was Drona’s favourite student.
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Zuckerberg is a figurehead.
CIA allowed Cambridge to help Trump win

https://t.co/enzOXDCogV


Pentagon Kills LifeLog
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Remembering Colonel Anil Kaul, VrC (Retd) on his 3rd Death Anniversary.

“It was October 12, 1987, exactly 5:55 pm as I was… coming out of the cupola of my T-72 tank on a steamy evening in an unknown place called Kokkuvil in the Jaffna district of Northern Sri Lanka.+


I froze in that confined space at what I saw. An LTTE militant stood at 60 meters aiming his rocket-propelled gun at my tank.

In a flash he fired. Probably having lost his nerve he aimed too low. The projectile hit the left mudguard of the tank, but for some inexplicable reason+


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my eyesight.

Lt Colonel (now Lt Gen) Dalbir Singh, then Commanding Officer of 10 Para Commando, who was standing on the engine deck said to me, “Yaar what a close shave.”

He suddenly saw me and the look on his face told me that something was very very wrong with me. In that+

fraction of a second, as if it was a rewind of my entire life, thoughts raced through my life as to how and when I had landed myself in such a situation…

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