BC ECONOMY
Saved by @Jacobtldr

Interpretation of Financial Statements - preliminary filters.

1. Looking for sustainable competitive advantage:

When looking for sustainable moat, you wanna see consistency - in earnings, in having low debt, in having growing earnings, low spending in capital expenditures, etc.

 The longer the company has existed, and if it sells you the same product for years (like Coca Cola), it reduces production costs and other costs (R&D, Training, marketing) slowly as the company ages.

When costs are reduced, margins and profits increase.
2. What to look for in an income statement:

Let's take a look at Apple:

i) You want to see earnings grow at a steady pace. Take a look at the net income below.
ii) Another thing that's important is a consistent and high gross margin.

As a thumb rule, Warren Buffett wants to see a gross margin of around 40% or above.

Although not quite 40%, it's around that range with respect to Apple.
Compare this to Apple's competitors.

Samsung's gross margins are around similar range, highest being 45.7% in 2018, and Huawei had a gross margin of 38.6%.
Having a high gross margin indicates the scalability of the business. The more the company sells, the greater the profitability becomes. Such a trait is what you want to see in a business you want to own.
iii) You also want to note the net margin.

Gross margin = (revenue - cost of goods sold) / revenue

Net margin = net income / revenue.

You want to see the company having higher net margin compared to their competitors.
Apple's net margin is around 22%. Samsung's net margin is around 18% and Huawei's net margin is around 8.5%.

Typically, net margin above 20% is a very strong one, indicating that we are dealing with a smoothly run business.
3) In the balance sheet:

Look at the figure - "Retained Earnings".

Using retained earnings, you can find out if a company is reinvesting its income or not. A steady growth in this number means the business is profitable, and that it's identifying good investing opportunities.
Apple doesn't fulfill the criteria regarding retained earnings. But that's because in 2013, Apple started a rigorous dividends and share repurchase program.

To measure how efficiently a company is using these retained earnings, Return on Equity (ROE) is used.
To calculate ROE, compare Net income to the Total Equity of the company.

Apple looks quite strong in this aspect. It's partly an effect of distributing a lot of their earnings to shareholders. It also signifies the sustainable competitive moat.
Compare this with Samsung (ROE:18.3%) and Huawei (ROE:25.3%), Apple shows significant strength.

4) Exceptional businesses seldom require a lot of debt to expand (except maybe banks/NBFCs). Instead, they can just use the strong cashflow from the business.
So, look for businesses with little to no long term debt. If a company can pay off with all its long term debt with less than 4 years of earnings, it signifies a good position for the company. Apple fulfills this criterion. Samsung and Huawei do too.
5) In a cashflow statement:

This is where you see the actual in's and out's of money.

Look at "Capital Expenditures" on the cashflow statement.

This is the money being spent on properties, plant, and equipment.
Look at what percentage of net income the capital expenditures are. You want it to be as low as possible, lower than 25% over a period of time is considered very good. Less than 50% is okay-ish.

Exceptions: One time payment to grow the business in some capex activity.
Look at Apple's CAPEX spendings. Compare that with their net income, and you can see that their average capex spending is less than 25% of their net income. Samsung (around 65%) and Huawei (around 45%) aren't even close.
Also, in Apple's cash flow statement, we can see the reasons why the retained earnings from the balance sheet haven't been growing from 2012. Apple has been distributing a lot of cash to its shareholders.
Apple's Augmented Payout Ratio (includes share buybacks and dividends) has been higher than 100% in some years. This basically means Apple's distributing more money than it earns.
5) When to sell?

3 instances when you could consider selling the stock.

i) You need money for a better investments. This is more so applicable in a bear market, for you to switch from something great to something exceptional.
ii) When a company loses its competitive advantage. Times change, and once monopolistic companies are constantly being disrupted. If your investment faces such a risk, cut it loose.
iii) During crazy raging bull market. Even if a company runs a fantastic business, it could be a bad investment if you have to pay insane price. At such times, at such price, you could selling a fantastic business if you already have held onto it for a long time.
At a PE of 40 or higher, you should start considering selling your stocks, even if you believe in the underlying economics of the company.

This may not always apply to all markets, all stocks. But with anything above 40PE, tread carefully and cautiously.
So, key takeaways:

- Competitive advantage and scale
- Consistently high net income, return on equity
- Requires very little debt
- Retained earnings has steady growth
- Capital expenditures should be < 25%
- Sell a company if prices are crazy, or a better opportunity comes up.
The Swedish Investor YT channel has some interesting playlists on financial statements. Check it out. These insights I gathered are from one of his videos.

https://t.co/nbKA5Bzpi6
For learning Valuation, nothing better than Aswath Damodaran's course. Find his courses here:

https://t.co/MbmUKsE968

More from Shravan Venkataraman 🎡

Shravan Venkataraman \U0001f525\U0001f680\U0001f4b0
Shravan Venkataraman 🔥...
@theBuoyantMan
In today's round up, I have some amazing threads, resources, and plenty of solid advice for business, finance, career from twitter.

Here's the roundup of 17 of the best and the most useful threads, tweets, and resources I found last week. 🧵

1/ How to find spreadsheets on any topic in the


2/ A thread by @wes_kao on making your customers hungry and excited to buy from


3/ Life brings you a lot of afflictions. But if you look around, there's a lot of beauty around you. Most often, drowning in the afflictions, we can't recognise or appreciate the beauty.

@wdmorrisjr wrote a damn good thread on finding beauty around us.


4/ This one is for all the job goers and job seekers.

@SahilBloom who recently hit 500k followers and has several accomplishments to his belt (career wise) wrote this thread on standing out in a hiring
MISCELLANEOUS
Shravan Venkataraman \U0001f525\U0001f680\U0001f4b0
Shravan Venkataraman 🔥...
@theBuoyantMan
** MEGA THREAD ON Cryptocurrencies/Blockchain**

I wanted to know the best resources to learn about cryptocurrencies and blockchain for someone with zero knowledge. I asked Twitter, and Twitter answered.

This thread is a compilation of the best resources I was recommended. 👇👇

Let's start with ** BOOKS **

The first thing you should do before you pick up any book:

Learn about Bitcoin & Ethereum by reading the respective whitepapers.

- [Bitcoin white paper](https://t.co/cErOaFn6QL) by Satoshi Nakamoto

- [Ethereum White paper] (https://t.co/0g5kYCGJGq) by Vitalik Buterin

Even if you are not tech savvy, you can get a good grasp about how blockchain functions from these papers.

1) *The Basics of Bitcoins and Blockchains: An Introduction to Cryptocurrencies and the Technology that Powers Them* by Antony Lewis

This book covers topics such as the history of Bitcoin, the Bitcoin blockchain, and Bitcoin buying, selling, and mining.

It also answers how payments are made and how transactions are kept secure.

Other cryptocurrencies and cryptocurrency pricing are examined, answering how one puts a value on cryptocurrencies and digital tokens.
FINANCE
Advertisement
Shravan Venkataraman \U0001f525\U0001f680\U0001f4b0
Shravan Venkataraman 🔥...
@theBuoyantMan
It looks like every symptom on Google search leads to cancer.

So, when you have a symptom that Google screams CANCER, should you be afraid?

Before I answer that for you, let's talk about Occam's Razor and how you can use it to simplify your life.

Let's dive in. 👇👇👇

1/ In the early 1900s, two physicists studied space and time and arrived at a similar conclusion: things tend to go a little bonkers within the space-time continuum.

Ex: The closer we get to moving at the speed of light, the more we slow down.

2/ Both the scientists arrived at the same results through their equations & derivations. But both had different explanations.

One suggested that the phenomenon was due to the changes that took place within "the ether". Another didn't refer to the ether at all.

3/ The latter won the Nobel prize and the world reveres him as a genius.

The former was the physicist named Lorentz.

The latter was Einstein.

This was the Einstein-Lorentz Relativity priority dispute that we are talking about.

4/ Lorentz's explanation wasn't given preference because according to science, the ether doesn't exist. When that's introduced into the equation, it makes things complicated.

Einstein used no references to the ether, and his simpler explanation rooted in scientific method won.
TRADING
Shravan Venkataraman \U0001f525\U0001f680\U0001f4b0
Shravan Venkataraman 🔥...
@theBuoyantMan
When you break down the lives of extremely successful people, you find that their success didn't come from an earth shattering break-through.

Rather, it came from obsessing about a simple idea, fanatically.

Time for a thread about one such idea. 👇👇👇

1/ During world war II, a eleven year old kid checks out a book from the nearest library. The book's title was "1000 ways to make 1000 dollars".

After he reads that book, he makes a statement that by the time he was 35 years old, he'd be a millionaire.


2/ By the age of 35, his net worth was roughly 7-8 million dollars. The library was Omaha public library. That kid was Warren Buffett.

How he got there is an interesting story.

As soon as he reads that book, he decides he should have 1000 dollars before he finishes school.


3/ While looking for business ideas, he goes to his friend Dan's house one day.

He watches Dan fix an old pinball machine (that he bought for $15) in two hours.

Warren asks him if he can fix more.

Dan says yes.

4/ Warren and Dan set up a company (of course no incorporation and all that legal jazz).

They call the firm "Wilson Coin Operated Company".

They go to local barbers and pitch the barbers an ingenious business plan.
CULTURE
Shravan Venkataraman \U0001f525\U0001f680\U0001f4b0
Shravan Venkataraman 🔥...
@theBuoyantMan
Working on some execution optimisation related backtesting. I have so far been executing with market orders only. Going towards higher lot sizes, I'd like to optimise for minimal slippage.

First off, on NSE, if you place a market order, you get filled at the best bid/ask right?

If we want to optimise this, the first non-creative idea one can think of is, slicing the order into different lot sizes, and placing a limit order for each slice at the mid point of current best bid & ask.

But this requires your latency to be the least.

Why would latency affect it?

I looked at tick historical data, and there are more than 18-20 ticks in a second (auction and quote combined).

Even if you keep 10 ticks per second, your best bid/ask can shift from the time you place to the time exchange receives the order.

So, the next best thing that people can do is place tranches of orders every 1s, 3s, 5s, 10s, 15s - in their preferred time range, and get filled at the midpoint or best-bid+1/2/3/4/5 in the depth.

What you need is liquidity.

But if you're trading breakouts, then it's highly likely that your limit orders may not get filled if the action is too fast.

So, a retry mechanism is required in such cases.

If nothing works, you convert your orders to marketable and get filled at worse slippage.
TRADING

More from Economy

Paul Goldsmith-Pinkham
Paul Goldsmith-Pinkham
@paulgp
My friend @itsafronomics wanted to know the breakdown of student debt by income, so I pulled data from the SCF.

Student debt is more concentrated amongst high earners, but disproportionately amongst Black borrowers. The plot below plots the average within Income Quartiles.
1/n


But those are the averages. What's the share that's above 10k? (This is the Biden current cutoff for debt forgiveness, so a useful benchmark).

For comparison, 20% of white Americans have student debt, and 31% of Black Americans.


Let's contrast that with say, above 20k. I was surprised at how high the share remains.


When we get to 50k of student debt, or more, we see it's only about 5% of the US, and around 8% of Black Americans. Strikingly, it's a huge share of high income Black Americans (this is a known fact in the education literature, I believe).


So what does this look like put together? Overall, we see a higher share of Americans with debt above 10k, and 20k. We would cover a decent amount with 10k, but miss Black Americans especially.
ECONOMY
Zuhair Abbasi
Zuhair Abbasi
@zuhair_abbasi
This oil crisis inquiry report once public is going to irk quite a few. Although, this will point towards incompetence of authorities, you can't take the credit away from the PM.

OGRA Ordinance was promulgated in 2002. The rules were not made till 2016. 14 Years of running on SROs, having no legal value. #OilinquiryReport

All oil import decisions are based on data provided by a non-statutory body i.e. OCAC. There is no mechanism in place for the government authorities to verify the authenticity of data provided by a representative body of all OMCs.

90% of the OMCs did not maintain requisite 20 day stocks during Jan-Jun 2020. DG Oil remained mum. In cases of some OMCs the stock suddenly jumped from 0 in may to over 100 days in June. Classic case of hoarding.

The authorities failed to lift sufficient stock from refineries in Feb and Marc, and then ban on imports came, a ta time when oil prices were dwindling. All in the name of Keeping the refineries safe from glut. End result: eventual shortage in Jun and potential saving loss
ECONOMY
Advertisement
Dividend Growth Investor
Dividend Growth Invest...
@DividendGrowth
Ben Graham managed to compound money at 20%/year for 20 years at his partnership following a value investing strategy

In 1948 he acquired 50% stake in GEICO. It had to be distributed to his investors

They almost didn't make the investment due to some accounting questions 1/


Ben Graham paid $712,500 for 50% of GEICO in 1948. He put 25% of his investment assets in GEICO.

This investment did so well that the price of its shares advanced to two hundred times or more than the price of the half-interest by 1971/1972 2/

Ironically, the aggregate of profits accruing from this single investment decision far exceeded the sum of all the others realized through 20 years of operations in the partners specialized fields, involving much investigation, endless pondering&countless individual decisions 3/

Are there morals to this story of value to the intelligent investor?

An obvious one is that there are several different ways to make and keep money on Wall Street 4/

Another, not so obvious, is that one lucky break, or one supremely shrewd decision may count for more than a lifetime of journeyman efforts.

But behind the luck, or the crucial decision, there must usually exist a background of preparation and disciplines capacity. 5/
ECONOMY
satoshi0x
satoshi0x
@MasterGrimaldi
Would anyone like to admit why he cc'd himself in an email Wei Dai would see at ibiblio's host address? I have a few ideas.


was the .ae ccTLD a nod to Tim Berners-Lee/registries that issue top level country code domains? Is that why Tel Aviv is a place I commonly find OTC/Bitcoin related companies and DAC/dev protocols and operations based? Why UAE/Israel have opened commerce bilaterally in 2020?

Bitcoin is worldwide P2P software and growing into a network of the same ilk, what it can send without interference we can't even grasp yet. Even if you don't like another person, or their religious beliefs, bitcoin doesn't care. I lived through 9/11, my friends died in war.

But even I don't want Bitcoin just for the people I am more likely to have similarities too. And in working with the @_Devcoin guys for a few years now, officially since 2020 - I realized people from all spots on this globe and I share much more in common than everyday Americans.

And I haven't turned my back or spurned Americans either. I'm just saying we need to change our mindset. We want things but we won't admit it takes a whole world to pull off what it is we seek. The media is to blame for this but I also think we're at the point for grownups to act
FOR LATER READ , ECONOMY
DataRepublican on gab
DataRepublican on gab
@DataRepublican
Originally posted Jan 5th - https://t.co/Vim3JlOtlZ

FULTON CO.

We're looking at "book votes." That is, people who are marked as having voted in the voter rolls. This is how Floyd County was detected - you had an excess of voters in the book vs. what was recorded on machines.


Jan 5th I mapped the book votes visually at a precinct level and found curious correlations that bears public scrutiny.

Screencaps are not from a public site, but underlying data given is real, public, and verifiable.

We'll be taking a precinct-by-precinct look at Fulton county excess votes. Excess meaning more recorded votes than book.

Fulton has 10K+ excess votes. This has been blamed on stale record keeping. At a precinct level, there are 14700 "excess" votes and 3900 "missing" votes.

This is a precinct map of Fulton County. There'll be a lot of data, so refer to these maps over and over until you understand. Here, the red and yellow/orange areas are where the most excess votes are (by ratio).


And for background context - this is a map showing where Trump votes are. This is a *relative* coloring not an absolute coloring (otherwise it'd be all blue). Fulton is strongly Democratic so the red areas are actually like 55% Trump at best whereas the blue areas are <5% Trump.
ECONOMY

You May Also Like

Bharadwaj
Bharadwaj
@BharadwajSpeaks
Hinduism is a minority religion in Punjab.

During the Khalistan movement, the minority Hindus and Jains were subjected to several attacks. Hindu and Jain temples were frequently vandalized and desecrated. This thread documents a few instances.

Thread

Durgiana Mandir is one of the oldest temples of Amritsar. According to the regional Hindu tradition, the temple was built on the spot where Lava and Kusha bound Hanuman. The temple annually attracts millions of Hindus from all over the country.


Amristsar has a very ancient Hindu history.

According to the regional Hindu tradition recorded in the "Survey of Amritsar", Amritsar got its name from Amrit immersed by Lava and Kusha in a pond.


Durgiana Mandir was rebuilt in 1921.

It was used to house the Murtis of Vishnu and Durga which were thrown out from the Parikrama of Harmandir Sahib in 1905.

Because of its presence in Amritsar, it became a frequent target of radicals during the Khalistan movement.


In 1982, in what was a completely unprovoked attack, the Dal Khalsa "activists" threw a severed cow head inside Durgiana temple.
RELIGION
\u0936\u094d\u0930\u0940\u092e\u093e\u0932\u0940 \u0939\u093f\u0924\u0947\u0936 \u0905\u0935\u0938\u094d\u0925\u0940
श्रीमाली हितेश अवस्थी...
@HiteshAwasthi89
Sri Parasurameswara Swamy Mandir, Gudimallam, Andhrapradesh

Gudimallam is a small village located in Chittoor district. It is seven miles away from Tirupati. This small village came to significance,due to it's very beautiful Shiva Mandir with history of thousands of years. 1/n


The main importance of the mandir lies in the Linga which is housed in the Garbhagriha of the temple & considered as the only one of such type. It is the earliest Linga discovered so far and it has been assigned to the 3rd century BCE.(Satavahana period) 2/n
ALL
Advertisement
Noah Smith
Noah Smith
@Noahpinion
1/Politics thread time.

To me, the most important aspect of the 2018 midterms wasn't even about partisan control, but about democracy and voting rights. That's the real battle.

2/The good news: It's now an issue that everyone's talking about, and that everyone cares about.

3/More good news: Florida's proposition to give felons voting rights won. But it didn't just win - it won with substantial support from Republican voters.

That suggests there is still SOME grassroots support for democracy that transcends

4/Yet more good news: Michigan made it easier to vote. Again, by plebiscite, showing broad support for voting rights as an

5/OK, now the bad news.

We seem to have accepted electoral dysfunction in Florida as a permanent thing. The 2000 election has never really
POLITICS
Egypedia
Egypedia
@Egypediax
Ancient Egypt was the most advanced civilization in the ancient world. Why was Egypt so special?

There are so many firsts in Egypt that we all know about, and that makes Egypt unique. For example, the Sumerians did not build the pyramids of Egypt.


Save as history
HISTORY
Vibhu Vashisth
Vibhu Vashisth
@VIBHU_Tweet
THE UNTOLD TALE OF THE LESSER KNOWN WARRIORS:JOGRAJ GURJAR & RAMPYARI GURJAR AND HOW DID THEY DEFEAT THE CRUELEST ISLAMIC INVADER, TIMUR LANG.

Timur Lang, was the founder of Timurid Empire. He was born in April 1336 CE, somewhere in central asia.


During his reign, he conquered Persia, Egypt, Central Asia and emerged as the most powerful and heinous ruler. He was a religious fanatic like the rest of the Islamic invaders who tried to invade India.

Timur Lang decided to invade India in 1398 as he heard about India's splendid wealth and had a desire to conquer India which his ancestor Genghis Khan couldn't do.


After Firoz Shah's demise in1388, Delhi Sultanate was in a state of political turmoil.During this time, Timur sent his grandson Pir Mohammad to attack Indian front. He invaded Multan&was able to defeat Iqbal Khan's brother but when he met with resistance,he asked help from Timur.


Iqbal Khan secured his hold on Delhi under Muhammad Tughluq after Firoz Shah died.
Timur provided the required back-up to his grandson with 100000 men approx. Timur sacked and plundered all the cities coming in his way &later in October 1398 reunited with his grandson.
ALL