BC HISTORICAL DATA CAPTURE METHODOLOGY
Saved by @kirankio1996

Most beginners when building a trading strategy simply use current info and test with it, they don't know How to Get Historical Stock Futures lot size, list of stocks that are part of index like Nifty 50, Nifty 500 historically, I will share all such info in this thread

 Please note that there is no way to get the historical lot size of stocks futures, NSE don't publish it directly, so we need to do some calculated steps to get that data. Download Market Activity report https://t.co/HKLkSVtXEI
The zip file contains multiple files, open the second file.
The file will contain stock symbol, expiry date, OHLC data, along with that you get traded quantity and No of contracts traded, using this data we can calculate the lot size of every stock symbol. Simply divide Traded QTY / NO of contracts gives you the lot size.
So to get the historical stock futures data, all you need to do is change the date in the below link

https://t.co/xIBXsPpIVt For an example, to get the historical stock futures lot size data for Sep 2016, use https://t.co/Criu7S3Fi5
If you want to download the FnO stocks and their lot size for current month, you can simply go to https://t.co/imuJA3Nmj7
When you are designing a stock trading system based on certain universe like Nifty 50, Nifty 500 etc, it is important to test the strategy with list of stocks that are part of these indices historically.
If you test the strategy with current Nifty 50 or Nifty 500 stocks, you will get extraordinary results due to survivorship bias. Don't do that mistake. Stocks like DLF, RCOM, UNITECH were part of Nifty 50 in 2008, not any more.
To get Historical constituents of Nifty Index data, go to https://t.co/qbCBz0w7P0 which will show you current month list of stocks that are part of different indices. Click on Archive
Select Indices - Market Capitalization from drop down and select historical month/year, click on submit. It will generate a zip file which will contain the required information.
Not only for Nifty 50, Nifty 500, you can get the list of stocks that are part of each index.
Once you open the PDF file, you can see the stock symbol, full name, which industry it belongs to and their weightage with respect to index.
So to get the historical stocks list for different indices, all you need to do is change the month/year in the below link

https://t.co/MVN1wrKt4z

For an example, to get the historical constituents of all index for Aug 2013, i will use https://t.co/k79hR372dW
The top 10 stocks of Nifty 50 determines the over all direction of the markets And this top 10 varies at frequent intervals. So to get the historical TOP 10 Nifty 50 stocks, all you need to do is change the date/month/year in the below link

https://t.co/bNMunOr74B
You can download end of the data from NSE for all equity cash segment stocks Go to https://t.co/Vo3DHGP1f0

enter the stock symbol and date criteria for which you want to download the data
To get the stock futures historical data, go to the below link select the symbol, year, expiry period and time period for which you wan to download the data

https://t.co/hjyUDNVwZ2
To get the Index spot data, go to below link and select the index from drop down and give the time period.

https://t.co/Ny8T1X8Xee
List of all ETFs:

To get the list of all Exchange Traded funds listed in NSE, just go this link https://t.co/XSqmXhmxJN
In last 25 years there were many stocks which was included in Nifty 50 and stocks that did not perform well were removed from Nifty 50. List of stocks that were added to different index and removed from different index data is available in this link

https://t.co/0Dn036xifc
The complete information has been drafted as a blog post and shared here, check it out. https://t.co/ccwXC11TnH

More from Kirubakaran Rajendran

Kirubakaran Rajendran
Kirubakaran Rajendran
@kirubaakaran
I have shared multiple information related to trading and investing through my historical data analysis by writing various articles, here's the master thread that contains all my work in one place.🧵

https://t.co/pc1jr1xBlI


https://t.co/KZJ1FKCXSp


https://t.co/pTnbkjVpr0


https://t.co/3QXmND1x6Y
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Kirubakaran Rajendran
Kirubakaran Rajendran
@kirubaakaran
I have been watching movies from a very early age and I just love it. Watching a good movie makes you forget that you are actually watching a movie. Here's a master thread about reviews of all the movies I have shared in twitter so far.Trying to find a weekend movie? Here it is


https://t.co/gjTHTKyyb2


https://t.co/ZCNxllFLB0


https://t.co/uqlAlXdFga


https://t.co/wMf9Q0G6uY
MOVIES
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Kirubakaran Rajendran
Kirubakaran Rajendran
@kirubaakaran
A small thread on Mindset of a successful trader. What differentiates best traders from the bad ones? Why 95% of the traders don’t make money? Trading is an unpredictable game, how could one win in that? 1/n


Many people think some magical strategy or indicators is all they need to be successful at Trading. But what really goes in the minds of a successful trader? Professor Hichman Benjelloun did a research on this.

Successful traders have poker face. If you talk to successful traders or chat with them, you can’t figure out if they are happy or sad. Having good time or bad time.

For them making money or losing money is same thing, as they say a good trader feels great after a good trade, but a great trader feels NOTHING after a great trade. They control their emotions not only in trading but also outside their trading life. They are highly disciplined

Whether they are making money or losing money, they continue with their daily routine, going to gym, cycling etc they don’t skip it because of a losing trade. It doesn’t affect them. They have probability mind set. What does that mean?
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Kirubakaran Rajendran
Kirubakaran Rajendran
@kirubaakaran
I have watched lot of movies but only few movies would change your perspective towards life, here’s the 10 movies that really changed my mindset

1.The Theory of Everything

Brilliant acting , truly mesmerising portrayal on life of Stephen Hawking, never felt bored even for a sec


2. Rush - it’s a film about F1 racer James Hunt & Nikki Lauda, excellent narration and incredible acting. The dialogues were truly masterpiece and it’s still stays in mind even after 9 years


3. The Founder - This movie released at the right time in my life, when I was about to quit my job and focus full time on my startup. This movie is all about single man Ray Kroc who built a billion dollar empire McDonalds. This is the best entrepreneurship movie ever made.


4. The Imitation Game - I watched this movie when I started my rule based trading journey in 2014, struggled a lot during my initial phase with code, unable to get any breakthrough, this film gave my that ray of hope. It’s about a mathematician who broke the code n won the war


5. The Pursuit of Happyness - any favourite Movie list would be incomplete without this movie. Will Smith, damn what an actor he is. I watched this movie when I was in college days, still remember the day, I was crying non stop during the interview scene. Brilliant film.
MOVIES BUCKET
Kirubakaran Rajendran
Kirubakaran Rajendran
@kirubaakaran
Here's the last 13 years of #BudgetSession Intraday chart, lets figure out what kind of Trading strategy one can use to make use of Budget movement. This is what happened with #Nifty on intraday time frame on the budget day from year 2008 to 2021.


Year 2008, 2009


2010


2011


2012
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Bhu Varaha Swamy Temple

Bhu Varaha Swamy temple is a Hindu temple, located at Srimushnam, in the South Indian state of Tamil Nadu. Constructed in the Dravidian style of architecture...


the temple is dedicated to Varaha (Bhu Varaha Swamy), the boar-avatar of the god Vishnu and his consort Lakshmi as Ambujavalli Thayar.

The temple had contributions from Medieval Cholas of the 10th century with later expansions by Thanjavur Nayak king Achuthappa Nayak.


A granite wall surrounds the temple, enclosing all the shrines and the temple tanks. There is a seven-tieredrajagopuram, the temple’s gateway tower.

Six daily rituals and three yearly festivals are held at the temple, of which the Chariot festival....


celebrated during the Tamil month of Vaikasi (April–May), being the most prominent. The festival also symbolises Hindu-Muslim unity in the region – the flag of the chariot is provided by Muslims; they take offerings from the temple and present to Allah in the mosques.


Source & Pic credit : Anusri
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Vibhu Vashisth
Vibhu Vashisth
@VIBHU_Tweet
दधीचि ऋषि को मनाही थी कि वह अश्विनी कुमारों को किसी भी अवस्था में ब्रह्मविद्या का उपदेश नहीं दें। ये आदेश देवराज इन्द्र का था।वह नहीं चाहते थे कि उनके सिंहासन को प्रत्यक्ष या परोक्ष रुप से कोई भी खतरा हो।मगर जब अश्विनी कुमारों ने सहृदय प्रार्थना की तो महर्षि सहर्ष मान गए।


और उन्होनें ब्रह्मविद्या का ज्ञान अश्विनि कुमारों को दे दिया। गुप्तचरों के माध्यम से जब खबर इन्द्रदेव तक पहुंची तो वे क्रोध में खड़ग ले कर गए और महर्षि दधीचि का सर धड़ से अलग कर दिया।मगर अश्विनी कुमार भी कहां चुप बैठने वाले थे।उन्होने तुरंत एक अश्व का सिर महर्षि के धड़ पे...


...प्रत्यारोपित कर उन्हें जीवित रख लिया।उस दिन के पश्चात महर्षि दधीचि अश्वशिरा भी कहलाए जाने लगे।अब आगे सुनिये की किस प्रकार महर्षि दधीचि का सर काटने वाले इन्द्र कैसे अपनी रक्षा हेतु उनके आगे गिड़गिड़ाए ।

एक बार देवराज इन्द्र अपनी सभा में बैठे थे, तो उन्हे खुद पर अभिमान हो आया।


वे सोचने लगे कि हम तीनों लोकों के स्वामी हैं। ब्राह्मण हमें यज्ञ में आहुति देते हैं और हमारी उपासना करते हैं। फिर हम सामान्य ब्राह्मण बृहस्पति से क्यों डरते हैं ?उनके आने पर क्यों खड़े हो जाते हैं?वे तो हमारी जीविका से पलते हैं। देवर्षि बृहस्पति देवताओं के गुरु थे।

अभिमान के कारण ऋषि बृहस्पति के पधारने पर न तो इन्द्र ही खड़े हुए और न ही अन्य देवों को खड़े होने दिया।देवगुरु बृहस्पति इन्द्र का ये कठोर दुर्व्यवहार देख कर चुप चाप वहां से लौट गए।कुछ देर पश्चात जब देवराज का मद उतरा तो उन्हे अपनी गलती का एहसास हुआ।
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SK
SK
@sk_diary1
#sculpture #story -

Chandesha-Anugraha Murti - One of the Sculpture in Brihadeshwara Temple at Gangaikonda Cholapuram - built by Raja Rajendra Chola I

This Sculpture depicts Bhagwan Shiva along with Devi Paravathi blessing Chandeshwara - one of the 63 Nayanmars.

#Thread


Chandeshwara/Chandikeshwara is regarded as custodian of Shiva Temple's wealth&most of Shiva temples in South India has separate sannathi for him.

His bhakti for Bhagwan Shiva elevated him as one of foremost among Nayanmars.
He gave importance to Shiva Pooja&protection of cows.


There are series of paintings, illustrating the #story of Chandikeshwar in the premises of
Sri Sathiyagireeswarar #Temple at Seinganur,near Kumbakonam,TN

Chandikeshwara's birth name
is Vichara sarman.He was born in the village of Senganur on the banks of River Manni.


His Parent names were Yajnathatan and Pavithrai.
Vichara Sarman was a gifted child and he learnt Vedas and Agamas at a very young age.
He was very devout and would always think about Bhagwan Shiva.

One day he saw a cowherd man brutally assaulting a cow,Vichara Sarman could not tolerate this. He spoke to cowherd: ‘Do you not know that the cow is worshipful & divine? All gods & Devas reside in https://t.co/ElLcI5ppsK it is our duty to protect cows &we should not to harm them.
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kārthik கார்த்திக் कार...
@almightykarthik
Hello Dear Tweeples!

It’s Siddhars time of the week! Last week I shared story of Guru (Machamuni or Yogi Matsyendranath), this week I bring you information on his Shishya.

#Thread on Gorakanathar Siddhar.

@LostTemple7


His origin story is interesting, though I couldn’t verify it’s authenticity, so not sharing the story here. He’s shishya of Machamuni Siddhar and also learnt from Agasthiya Siddhar.

@HelloNNewman @RajiIndustani @Kishoreciyer1

Unlike other Siddhars, he is depicted as either with a Tiger or seated & wearing Tiger skin. While I couldn’t find any explanation for this. My interpretation is as follows:

Tiger is a predator that lurks around and attacks unexpectedly.


Our 5 indriyas and 5 vikitis also similar to Tiger, they lurk around and attacks our thoughts when we’re least expecting. Gorakkar is said to have mastered these aspects, thus to denote this, he shown with Tiger.

@Itishree001 @VarierSangitha @jananisampath

Gorakanathar or Gorakshnath (as he’s known in the Nath Sampraday) is celebrated Guru in both Northern and Southern part of India. He’s one of the NavNath in Nath Sampraday and also 18 Siddhars of Tamil tradition. During his life, he’s travelled Indian subcontinent extensively +
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Vibhu Vashisth
Vibhu Vashisth
@VIBHU_Tweet
महाभारत की कहानी कौन नहीं जानता।लेकिन क्या आपको पता है कि महाभारत के ज्यादातर पात्र किसी न किसी श्राप में फंसे थे।अगर ये श्राप न होते तो कदाचित महाभारत की कहानी कुछ और होती।हिन्दु पौराणिक ग्रंथों में विभिन्न श्रापों का वर्णन मिलता है व हर श्राप के पीछे कोई कहानी अवश्य होती है।


आइए आज जानते हैं महाभारत कथा में वर्णित कुछ श्रापों के बारे में।

1) राजा पाण्डु को ऋषि किन्दम का श्राप

एकबार महाराज पाण्डु शिकार खेलने वन गए।झाडियों के पीछे कुछ हिल रहा था। मृग है सोचकर राजा ने बाण चलाया जो जाकर ऋषि किन्दम और उनकी पत्नी को लगा।वे दोनो रति-क्रीड़ा में लिप्त थे।

जब राजा ने उन्हें देखा तो बहुत दुखी हुए कि ये मुझसे क्या पाप हो गया।बहुत क्षमा याचना के बाद भी किन्दम ऋषि ने पाण्डु को श्राप दे दिया कि जब भी वो किसी स्त्री को काम भावना से स्पर्श करेंगे उसी क्षण उनकी मृत्यु हो जाएगी।पश्चाताप करने, वे सिंहासन पे अन्धे राजा धृतराष्ट्र को बैठाकर...


..स्वयं अपनी रानियों कुंती व माद्री के साथ वन चले गए।पांडवों का जन्म भी कुंती को ऋषि दुर्वासा द्वारा दिए गए मंत्र से हुआ था जिसमे किसी भी देव का स्मरण कर उस देव से कुंती,पुत्र प्राप्त कर सकती थी।एक बार माद्री पे मोहित हो जब पांडु ने उसे स्पर्श किया,उसी क्षण पांडु की मृत्यु होगयी।


2) उर्वशी का अर्जुन को श्राप

महाभारत युद्ध से पहले जब अर्जुन दिव्यास्त्र प्राप्त करने स्वर्ग गए तो वहां उर्वशी नाम की अप्सरा उन पर मोहित हो गयी। अर्जुन ने जब उन्हें अपनी माता के समान बताया तो यह सुनकर उर्वशी क्रोधित हो गयी और अर्जुन को श्राप दे डाला कि तुम नपुंसक की भांति...
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