Analyzed last 12 years of historical data to check if there are any patterns we can observe to find the best time to invest in stocks for long term. #Nifty50 #investing #stocks 1/10

This is how Nifty moved in last 15 years with three major corrections, in the year 2008,then around 2016 and then year 2020 due to Coronavirus. Only when we look back with hindsight bias we could say those were the best time to invest. But is there really any quantitative method?
200 day moving average is something that is widely used by many investors to check for long term trend. Where investors consider if stocks trades above 200 DMA, its in bullish phase and if it trades below 200 DMA its in bearish phase.
We shall run an analysis to find out of Nifty 50 stocks, how many number of stocks trades above 200 day moving average, higher the number, stronger the market. we need correct data, we cannot test it with current Nifty 50 stocks,
we need list of Nifty 50 stocks that are part of index historically, so when we run for Jan 2008, stocks like RPL, RNRL, UNITECH were part of Nifty 50, so it is essential to test it with correct datasets.
Once we get all the list from 2008 to 2020, we need to find the count for each month, i.e. list of stocks trading above 200 day moving average for each month and plot the graph.
Year 2008 Oct-Dec period, no of stocks trading above 200 DMA was very less, which denotes the extreme fear period, again in 2011, no of stocks that trades above 200 DMA in Nifty 50 were less than 15,
in 2016 no of stocks that trades above 200 DMA in Nifty 50 stocks were less than 20,
and in the year 2020, its less than 10 stocks, if you compare the above data with below Nifty chart, you can easily conclude that those extreme panic period were the times market bottomed out.
Earlier in April when Corona pandemic was extremely high, I wrote an article stating market has bottomed out (https://t.co/fPKJhzvHJl )and exactly within 6 months we are now trading at all time high.
Instead of applying 200 dma on index , no of stocks trading above 200 day moving average can be used as a good quantitative measure to make long term investing decision. Because 80% of Index movement comes from less than 20% of Nifty stocks. Blog details https://t.co/eZz5HznXva

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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


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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


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If you are someone who spends more time on analyzing markets during trading, then this for you. Certain traders will create their own bullish or bearish view in their mind but seek confirmation for their trades which is called as confirmation bias. #tradingpsychology 1/15


We do not like people or information that contradicts our thoughts. We like them when they confirm what we think. Hence, we tend to place more weight on information that confirms our trade position. Example- You think market is bullish & wanted to go on a long position,

Next a new bullish bar prints on the chart. You would think "Yes, my bullish proposition is still valid" (even though this bullish bar is smaller range)

A bearish bar prints. But you think "this bar lacks momentum" (because you already have firm belief that market is bullish)

One more bearish bar follows, pushing against a support level. But you would think "the support level is holding" Bullishness confirmed. Buy more! (even though this bar closed below the support level with clear momentum.)

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1/ Feels like a good time to tell the story of how I went from broke to a millionaire to broke again in 2017/18 again...

Yesterday was brutal for some people...

Losing life-changing money sucks, losing any money sucks...you can chase the market or you can change your strategy.

2/ The original thread is gone but you can read it here.

https://t.co/cLLNs75rB0

tl;dr
- Traded $32k to $1.2m
- Thought I was a genius
- Made poor investments
- Didn't conserve capital
- Peaked at 150 BTC
- Lost nearly all of it

2 weeks from losing my house + no income. Oops.

3/ I am going to assume you are in it for the money rather than the tech. Yeah, you might Tweet about the amazing blockchaining of cross-border payments and oracles yadda yadda...really, you are in it to make money.

If you are really in it for the tech, go and build something.

4/ Okay, so if you want to make money, trading is super hard, you are trading against:
- Better traders than you
- People who can move markets
- Unknown information

And if you are trading with leverage you might blow up your account with the volatility.

5/ If you are not trading, you are investing. Okay, so what are you investing in?

I made the decision that the crypto with the best opportunity of existing in 10 years is #Bitcoin:
- Solves a genuine problem
- The right tech
- A proven track record
Option Trading is very difficult to master as there are so many things to understand.

Here is a master thread related that will help a beginner to understand about Options Trading.

A complete course worth Rs 50K for free.

1/ A detailed thread on basics of Option Greeks and how it impacts Options


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There are many option strategies to trade. But keeping your strategy simple is the key.

In this thread, all the basic option trading strategies are being


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4/ Is Option Selling Possible with Rs 1 Lakh Capital?

Even a beginner can start trading in option selling with capital as low as Rs 1 Lakh.

What are the techniques one can use and how to mitigate the infinite loss risk is shared in this

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I hate when I learn something new (to me) & stunning about the Jeff Epstein network (h/t MoodyKnowsNada.)

Where to begin?

So our new Secretary of State Anthony Blinken's stepfather, Samuel Pisar, was "longtime lawyer and confidant of...Robert Maxwell," Ghislaine Maxwell's Dad.


"Pisar was one of the last people to speak to Maxwell, by phone, probably an hour before the chairman of Mirror Group Newspapers fell off his luxury yacht the Lady Ghislaine on 5 November, 1991."
https://t.co/DAEgchNyTP


OK, so that's just a coincidence. Moving on, Anthony Blinken "attended the prestigious Dalton School in New York City"...wait, what? https://t.co/DnE6AvHmJg

Dalton School...Dalton School...rings a

Oh that's right.

The dad of the U.S. Attorney General under both George W. Bush & Donald Trump, William Barr, was headmaster of the Dalton School.

Donald Barr was also quite a


I'm not going to even mention that Blinken's stepdad Sam Pisar's name was in Epstein's "black book."

Lots of names in that book. I mean, for example, Cuomo, Trump, Clinton, Prince Andrew, Bill Cosby, Woody Allen - all in that book, and their reputations are spotless.