Jump to content

Welcome to the new Traders Laboratory! Please bear with us as we finish the migration over the next few days. If you find any issues, want to leave feedback, get in touch with us, or offer suggestions please post to the Support forum here.

  • Welcome Guests

    Welcome. You are currently viewing the forum as a guest which does not give you access to all the great features at Traders Laboratory such as interacting with members, access to all forums, downloading attachments, and eligibility to win free giveaways. Registration is fast, simple and absolutely free. Create a FREE Traders Laboratory account here.

MadMarketScientist

How to Be a "Connoisseur of Extremes"

Recommended Posts

From The Daily Crux

 

The Daily Crux: You've mentioned in the past that to enjoy a lifetime of trading success, you've got to be able to spot "extremes" in the market… that you must become a "connoisseur of extremes."

 

What do you mean by that?

 

Brian Hunt: By saying you should become a "connoisseur of extremes," I'm saying you should always be searching for situations where a market is in a drastically different state than normal.

 

By locating these extreme states – and then betting on conditions returning in the direction of normal – you can consistently make low-risk profits in any type of market.

 

It's important to realize that extremes can occur in any market – from stocks to commodities to real estate to bonds to currencies.

 

Extremes can be fundamental in nature… like how cheap or how expensive a stock market is. Another name for this is a "valuation" extreme. Extremes can also be price-action-based… like how overbought or oversold a market is. That's a "technical" extreme. And extremes can show up in sentiment readings, like surveys that monitor investor pessimism and optimism.

 

Crux: Let's cover valuation extremes…

 

Hunt: Sure. A good example of a fundamental valuation extreme came in U.S. stocks in 1982. Back then, stocks became extremely cheap relative to their earnings power.

 

For U.S. stocks, the normal price-to-earnings multiple over the past hundred years or so is 16. In 1982, the economy and the stock market had been doing so poorly for so long that people simply gave up on stocks. Since nobody wanted to own stocks, they became extremely cheap. The price-to-earnings multiple fell to around 8.

 

It was one of the greatest times ever to buy U.S. stocks. The market rose 50% in just one year. It doubled by 1986. It rose more than 10-fold over the next 17 years.

 

Fast-forward about two decades, and you find the opposite extreme. In 1999, optimism toward stocks was so high that the market reached a price-to-earnings ratio of 33. This was a ridiculous, extreme level of overvaluation.

 

Remember, the normal price-to-earnings ratio of the past 100 years is around 16. The extreme level of overvaluation made it a terrible time to buy stocks. The market crashed for several years after hitting that extreme.

 

When it comes to fundamentals, you need to study an asset's historical valuation and find out what's normal for that asset. When an asset gets very cheap relative to its historical valuation, you need to consider buying. When an asset gets extremely expensive relative to its historical valuation, you want to consider avoiding it… or even betting on it falling.

 

This goes for oil stocks, tech stocks, real estate, and lots of other assets.

 

Crux: OK… so people need to buy stocks when they get extremely cheap relative to their historical norm and avoid them when they get extremely expensive relative to their historical norm. How about extremes that are "technical" in nature?

 

Hunt: Before we get into particulars, let's define the term to prevent confusion.

 

Technical analysis is the study of price action and trading volume. Many people think technical analysis is all about predicting the market, but it's not. It simply comes down to using price and volume data to gauge market action… and to help guide decisions. That's it.

 

There are dozens of technical indicators that measure a stock's oversold/overbought levels. One I've found useful is the "RSI," which stands for "relative strength index." The RSI is nothing magical or predictive. It's simply an objective way to gauge the overbought/oversold nature of a stock.

 

My colleague Jeff Clark is amazing at finding short-term technical extremes in the market. He uses an indicator called the "bullish percent index" to identify overbought/oversold extremes in broad market sectors. I'm sure Jeff will tell you there's nothing magical or predictive about the bullish percent index. Again, it's simply an objective way to gauge price action.

 

We are using these gauges to identify extremes in the market… then betting on the conditions being "relieved" in the other direction. When the pressure behind an extreme is released, the market tends to snap back like a rubber band stretched to its limit.

 

There are literally hundreds of technical indicators and chart patterns people use. While I have a handful of things that I know work, what works for me or you or someone else isn't as important as knowing the overarching goal: That you're using this stuff to spot extremes and trade them.

 

For example, I often trade short-term moves in blue-chip stocks, like Coke and McDonald's. These are elite businesses with tremendous competitive advantages and long histories of treating shareholders well.

 

But like any business, even stable blue chips go through rough patches. If they report a weak quarter or have a product recall, or any other of a dozen solvable problems, the market tends to overreact and sell the shares. The stock price will reach a state we can term "oversold." This is a condition where the stock has reached an extreme level of poor short-term price action.

 

It's around this time that I'll step in and trade the stock from the long side. World-class businesses have a way of rebounding from short-term setbacks. They tend to snap back from extremely oversold levels.

 

Crux: OK, when it comes to technical analysis, we're looking for extreme conditions that when relieved, produce "snap back" moves.

 

You mentioned extremes in sentiment. Let's cover that idea…

 

Hunt: Let's also define this term to prevent confusion. The study of market sentiment comes down to gauging the amount of pessimism or optimism toward a given asset. You can gauge the sentiment for just about any kind of asset… be it stocks, commodities, real estate, or currencies.

 

Gauging market sentiment is more art than science. There are lots of ways to gauge sentiment that cannot precisely be measured… and some that can.

 

Whatever gauges you use, the goal is the same: to find extreme levels of pessimism or optimism. You want to find situations where the majority of market participants are extremely bullish or bearish… and then bet against them. You want to go against the crowd.

 

When most folks can't stand the thought of owning a particular kind of investment, chances are good that it's cheap… and that it's due for at least a short-term rebound.

 

On the other hand, when everyone loves an asset – like when everyone loved stocks in 1999 – chances are good that the asset is expensive and due for at least a short-term drop.

 

A few informal sentiment gauges – the kind that can't be precisely measured – are magazine covers and cocktail party chatter.

 

If a mainstream publication like Newsweek or Time has an asset on its cover, chances are good that the asset is far too popular, far too expensive, and due for at least a short-term drop.

 

Magazine publishers have to write stories lots of people want to read. Plus, it's mostly journalists – not great investors – who write those stories. Mainstream magazines are just going to write about what's popular so they can sell lots of magazines. Back in 1999 and 2000, they always had stocks on their covers. It was a danger sign. In 2006, it was all about how to cash in on the real estate boom. That was a danger sign.

 

The idea behind studying cocktail party chatter is similar. It's another way to get a feel for what the general public thinks about a given investment.

 

You can get a feel for this by talking to people at cocktail parties, family gatherings, holiday parties, and dinner parties. When lots of people are excited about a given asset and are buying as much as they can, it's a major warning sign. It's a sign the asset is too popular, too expensive, and due for a fall.

 

On the other hand, when most folks can't stand the thought of owning a given asset, chances are good that it's a good buy.

 

For example, back in 2003, I put a large portion of my net worth in gold. When I'd tell people that I owned a lot of gold, they'd look at me like I was crazy. You could say there was an extreme amount of disinterest in gold. Gold went on to rise many hundreds of percent.

 

Crux: What are some sentiment indicators that can be measured precisely?

 

Hunt: Money managers and investment newsletter writers are always being surveyed and monitored.

 

Just like most regular investors, the supposed professional investors get swept up in crowd-following behavior. You want to bet against extremes here as well.

 

Crux: It sounds like being a "connoisseur of extremes" is all about finding abnormal situations, and then betting on them becoming normal again.

 

Hunt: Exactly. It's important to note that being a "connoisseur of extremes" – and trading them – is about getting a powerful force of nature to work in your favor. That force is called "reversion to the mean."

 

"Reversion to the mean" is a broad term that is used to describe the tendency for things in extreme or abnormal states to return to more normal states. You see "reversion to the mean" all the time. You see it in academics, business, trading, and dozens of other areas.

 

For example, winning an NFL Super Bowl requires an extreme set of circumstances. A football team has to have a great coach… a great set of players… and they have to play extremely well for an extended period of time. Its elite players have to avoid injury. It has to beat a series of excellent teams at the end of the season.

 

It's really hard to get all the stars aligned and pull off a Super Bowl-winning season. That's why Super Bowl winners tend not to win the championship the next year. They tend to "revert to the mean" and not win it.

 

To go back to the example of trading extremely oversold blue-chip stocks, if a blue-chip stock like Coca-Cola is sold heavily day after day for several weeks, chances are good that its trading action will "revert to the mean" and cease being so extreme. Chances are good that it will stop falling and start rising.

 

Crux: Understood. Any final thoughts?

 

Hunt: One last thing that I think is important to note is that an extreme in valuation is often accompanied by extreme technical and sentiment readings.

 

That's why I believe studying and trading the market with "just" fundamentals or "just" technicals can be a limiting mindset. Consider what happened with offshore-drilling stocks in mid-2010, just after the terrible Gulf of Mexico oil well disaster.

 

After the disaster, investors dumped shares of offshore-drilling stocks. They completely overreacted. It was like people believed we'd never be drilling for oil again. Sentiment toward the sector was terrible. Even companies with little business exposure to the Gulf of Mexico fell more than 30%.

 

This big decline left the whole sector in an extremely oversold state. It also made the stocks very cheap. Great drilling businesses were sold down to valuations of around five times earnings.

 

After the selloff, you had a sector that was extremely unpopular, extremely cheap, and extremely oversold from a technical standpoint. So, I went long offshore drilling stocks and made big returns in a short amount of time.

 

The stocks enjoyed a sharp "snapback" rally. Again, this rally was preceded by "extreme" valuation, technical, and sentiment readings.

 

Crux: That's why it pays to look for extremes of all types.

 

Hunt: Yes, exactly.

 

Crux: Thanks for your time.

 

Hunt: My pleasure.

Share this post


Link to post
Share on other sites

Haven't even read this yet, but looking forward to it.

 

Just from the title alone I have to say I firmly agree. Conceptually I would rather take reversion to the mean (VWAP) or mode (POC) trades than mess around anymore with everything in the middle, breakouts, breakdowns, etc. etc. There is just so much nonsense (algos, backfilling, etc) that goes on in those particularls areas and so much more assumed downside risk that people don't realize.

 

I've seen various market statistics suggesting markets are ranging 70-75% of the time so why not use it to our advantage?

 

I'm finding that it's become a situation where I have to force myself not to trade anymore unless I get those reversion opportunities. That has actually become the hardest part of all of this. As a good peer of mine said to me earlier today:

 

"It takes a ton of discipline to accept the fact that the market, despite directional bias and macroeconomic events, will simply backtest supply/demand to proceed in any given trajectory - people want to make that Babe Ruth homerun call, not simply navigate the market back inside to a prior days value area, but at this juncture it's simply the best r/r set-up available and I don't see anyone really talking about it nonetheless taking advantage of it."

Edited by Enigmatics

Share this post


Link to post
Share on other sites

Brian Hunt forgot to mention 1980 and 1981 was sideways leading into the 1982 bull market start point so PE's were probably low for those years as well.

 

Finding an extreme is only half the battle. Guessing right timing-wise is the other half.

Share this post


Link to post
Share on other sites

it all makes sense - its just that actually defining what the mean is, how extreme is extreme and then how you either work out you are wrong, or work out how to re-enter again becomes much the same issue as any strategy.

Plus too many mean reversion players still have to cut things and not fall into the trap of blowing up when the mean moves towards and surpasses their entry!

 

Anyone who went through the internet bubble might be less inclined to talk about mean reversion.....even when combining the fundamentals and technicals.

Like everything it has its place and Enigmatics sums up the issue regardless of style....its hard to wait, while Suntrader is also right....guessing the timing is the other hard part.....

 

another circular never ending discussion on its way :)

Share this post


Link to post
Share on other sites
it all makes sense - its just that actually defining what the mean is, how extreme is extreme and then how you either work out you are wrong, or work out how to re-enter again becomes much the same issue as any strategy.

 

Plus too many mean reversion players still have to cut things and not fall into the trap of blowing up when the mean moves towards and surpasses their entry!

 

Anyone who went through the internet bubble might be less inclined to talk about mean reversion.....even when combining the fundamentals and technicals.

 

Like everything it has its place and Enigmatics sums up the issue regardless of style....its hard to wait, while Suntrader is also right....guessing the timing is the other hard part.....

 

another circular never ending discussion on its way :)

 

This is essentially what Auction Market Theory is all about. What "mean reversion" players often don't understand is that mean is dynamic. There is a mean even in a trend. The extremes are determined in large part by the inability of traders to find trades.

Share this post


Link to post
Share on other sites
it all makes sense - its just that actually defining what the mean is, how extreme is extreme and then how you either work out you are wrong, or work out how to re-enter again becomes much the same issue as any strategy.

Plus too many mean reversion players still have to cut things and not fall into the trap of blowing up when the mean moves towards and surpasses their entry!

 

Anyone who went through the internet bubble might be less inclined to talk about mean reversion.....even when combining the fundamentals and technicals.

Like everything it has its place and Enigmatics sums up the issue regardless of style....its hard to wait, while Suntrader is also right....guessing the timing is the other hard part.....

 

another circular never ending discussion on its way :)

 

See I don't consider it guess work anymore. I've been using divergence, volume profile, and volume spread analysis to assess the points in time during an intraday trading session when supply or demand have been maxed out. But again the hardest part is waiting for that to show itself. It's too easy sometimes as traders to fall in love with what visually looks like a "possible" directional move, especially early in the session when things are very liquid. I've been in quite a few of those in my time and have just grown tired of the door slamming shut as the instrument suddenly decides "nope, we're gonna range instead today."

 

I look at it this way. Even if the instrument opens up bullishly, how do I really know what the target is on the intraday level? Traders all use different points of reference as targets (i.e. Fibs, Pivots, etc.). How do I know how much volume is going to come in via traders or on-open market orders? With mean reversion, the concept is a little more cut and dry. Supply or demand dry up and the stock will revert back to the mean or mode to get people interested again. Anyone who observes the behavior of instruments in regards to their VWAP or POC can see this almost every single day, barring a parbolic trend day which rarely ever happens.

Edited by Enigmatics

Share this post


Link to post
Share on other sites

Enigmatics - fair enough....but what you are discussing in terms of range days is certainly not a point of extremes as per the OP conversation.

Hunt: "I'm saying you should always be searching for situations where a market is in a drastically different state than normal"

 

hence if the normal type of day is a range bound one, then Hunt is likely looking for extremes of a non range trading day, or a series of non range trading (or normal) days.

 

It sounds like you must have determined that either the day is likely to be range bound and is not a range day, OR is at least not likely to accelerate too far from your entry.....those rare parabolic days.

The question for me would become - if the points of entry on a range trading day become some clear, then are they just as clear on a trending day when the mean, vwap, poc etc; is moving and you can go with that trend......

 

As for the guess work, if you have clearly defined rules etc then its not guess work, but I would be skeptical if any one told me they had a sure fire way of picking tops and bottoms of extreme movements - (and yes they can coincide with a massive support or resistance etc....but this is a deviation between intraday and day trading as well.)

 

I know I know - hence the never ending circular discussions and this is not to show right/wrong/truth in anything.....but simply to me - anyone who can pick good turning points is still better off trading with a trend than against it whilst too many think that mean reversion is simply a matter of trading against a trend. (if that makes sense)

Share this post


Link to post
Share on other sites
Enigmatics - fair enough....but what you are discussing in terms of range days is certainly not a point of extremes as per the OP conversation.

Hunt: "I'm saying you should always be searching for situations where a market is in a drastically different state than normal"

 

hence if the normal type of day is a range bound one, then Hunt is likely looking for extremes of a non range trading day, or a series of non range trading (or normal) days.

 

It sounds like you must have determined that either the day is likely to be range bound and is not a range day, OR is at least not likely to accelerate too far from your entry.....those rare parabolic days.

The question for me would become - if the points of entry on a range trading day become some clear, then are they just as clear on a trending day when the mean, vwap, poc etc; is moving and you can go with that trend......

 

As for the guess work, if you have clearly defined rules etc then its not guess work, but I would be skeptical if any one told me they had a sure fire way of picking tops and bottoms of extreme movements - (and yes they can coincide with a massive support or resistance etc....but this is a deviation between intraday and day trading as well.)

 

I know I know - hence the never ending circular discussions and this is not to show right/wrong/truth in anything.....but simply to me - anyone who can pick good turning points is still better off trading with a trend than against it whilst too many think that mean reversion is simply a matter of trading against a trend. (if that makes sense)

 

Nothing is surefire. That's why it always comes down to money management and risk tolerance.

 

When it comes to intraday reversion to the mean trading it boils down to the probabilities. What is more likely to occur? The stock parabolically moving up the entire day? Or will it end up ranging? Statistics show the former by a wide margin.

Edited by Enigmatics

Share this post


Link to post
Share on other sites

Engimatics - if the normal days are a range and you trade mean reversion....then how would you define an extreme day or how do you then determine when to apply the reversion to the mean on extreme days.

 

do you do the same process?

Share this post


Link to post
Share on other sites
Engimatics - if the normal days are a range and you trade mean reversion....then how would you define an extreme day or how do you then determine when to apply the reversion to the mean on extreme days.

 

do you do the same process?

 

Again, I've been predominantly using divergence and volume analysis. Chances are though that on an extreme trend day I will not attempt a reversion trade. Typically the volume profile doesn't lend to it, nor does the VWAP ....which commonly has a higher, tighter slope. That usually doesn't leave a desireable trade because there's not much "vig" between where supply/demand ran out and VWAP and that's what I'm trying to capture.

Share this post


Link to post
Share on other sites

Join the conversation

You can post now and register later. If you have an account, sign in now to post with your account.
Note: Your post will require moderator approval before it will be visible.

Guest
Reply to this topic...

×   Pasted as rich text.   Paste as plain text instead

  Only 75 emoji are allowed.

×   Your link has been automatically embedded.   Display as a link instead

×   Your previous content has been restored.   Clear editor

×   You cannot paste images directly. Upload or insert images from URL.


  • Topics

  • Posts

    • TDUP ThredUp stock, watch for a top of range breakout above 2.94 at https://stockconsultant.com/?TDUP
    • TDUP ThredUp stock, watch for a top of range breakout above 2.94 at https://stockconsultant.com/?TDUP
    • NFLX Netflix stock watch, local support and resistance areas at 838.12 and 880.5 at https://stockconsultant.com/?NFLX
    • Date: 8th April 2025.   Markets Rebound Cautiously as US-China Tariff Tensions Deepen     Global markets staged a tentative recovery on Tuesday following a wave of volatility sparked by escalating trade tensions between the United States and China. The Asia-Pacific region showed signs of stability after a chaotic start to the week—though some pockets remained under pressure. Taiwan’s Taiex dropped 4.4%, dragged lower by losses in tech heavyweight TSMC. The world’s largest chipmaker fell another 4% on Tuesday and has now slumped 13.5% since April 2, when US President Donald Trump first unveiled what he called ‘Liberation Day’ tariffs.   However, broader sentiment across the region turned more positive, with several markets rebounding sharply after Monday’s dramatic sell-offs. Japan’s Nikkei 225 surged over 6% in early trading, rebounding from an 18-month low. South Korea’s Kospi rose marginally, and Australia’s ASX 200 gained 1.9%, driven by strength in mining stocks. Hong Kong’s Hang Seng rose 1.6%, though still far from recovering from Monday’s 13.2% crash—its worst day since the 1997 Asian financial crisis. China’s Shanghai Composite added 0.9%.   In Europe, DAX and FTSE 100 are up more than 1% in opening trade. EU Commission President von der Leyen repeated yesterday that the EU had offered reciprocal zero tariffs on manufactured goods previously and continues to stand by that offer. Others are also trying again to talk to Trump to get some sort of agreement that limits the impact.   Much of the rally appeared to be driven by dip-buying, as well as hopes that the intensifying trade war could still be defused through negotiations.   China Strikes Back: ‘We Will Fight to the End’   Tensions reached a boiling point after Trump threatened to impose an additional 50% tariff on all Chinese imports unless Beijing rolled back its retaliatory measures by April 8. ‘If China does not withdraw its 34% increase above their already long-term trading abuses by tomorrow... the United States will impose additional tariffs on China of 50%,’ Trump declared on social media.   If implemented, the new tariffs would bring total US duties on Chinese goods to a staggering 124%, factoring in the existing 20%, the 34% recently announced, and the proposed 50%.   In response, China’s Ministry of Commerce issued a stern warning, stating: ‘The US threat to escalate tariffs is a mistake on top of a mistake... If the US insists on its own way, China will fight to the end.’ The ministry also called for equal and respectful dialogue, though signs of compromise on either side remain scarce.   Beijing acted quickly to contain a market fallout. State funds intervened to support equities, and the People’s Bank of China set the yuan fixing at its weakest level since September 2023 to boost export competitiveness. Additionally, five-year interest rate swaps in China fell to their lowest levels since 2020, indicating potential for further monetary easing.   Trump Talks Tough on EU Too   Trump’s hardline approach extended beyond China. Speaking at a press conference, he rejected the European Union’s offer to eliminate tariffs on cars and industrial goods, accusing the bloc of ‘being very bad to us.’ He insisted that Europe would need to source its energy from the US, claiming the US could ‘knock off $350 billion in one week.’   The EU, meanwhile, backed away from a proposed 50% retaliatory tariff on American whiskey, opting instead for 25% duties on selected US goods in response to Trump’s steel and aluminium tariffs.     Volatile Wall Street Adds to the Drama   Wall Street experienced wild swings on Monday as investors processed the rapidly evolving trade conflict. The S&P 500 briefly fell 4.7% before rebounding 3.4%, nearly erasing its losses in what could have been its biggest one-day jump in years—if it had held. The Dow Jones Industrial Average sank by as much as 1,700 points early in the day but later climbed nearly 900 points before closing 349 points lower, down 0.9%. The Nasdaq ended up 0.1%.   The brief rally was fueled by a false rumour that Trump was considering a 90-day pause on tariffs—rumours that the White House quickly labelled ‘fake news.’ The market's sharp reaction underscored how desperate investors are for any sign that tensions might ease.   Oil Markets in Focus: Goldman Sachs Revises Forecasts   Crude prices also reflected the uncertainty, with US crude briefly dipping below $60 per barrel for the first time since 2021. As of early Tuesday, Brent crude was trading at $64.72, while WTI hovered around $61.26.   Goldman Sachs, in a note dated April 7, lowered its average price forecasts for Brent and WTI through 2025 and 2026, citing mounting recession risks and the potential for higher-than-expected supply from OPEC+.       Under a base-case scenario where the US avoids a recession and tariffs are reduced significantly before the April 9 implementation date, Goldman sees Brent at $62 per barrel and WTI at $58 by December 2025. These figures fall further to $55 and $51, respectively, by the end of 2026. This outlook also assumes moderate output increases from eight OPEC+ countries, with incremental boosts of 130,000–140,000 barrels per day in June and July.   However, should the US slip into a typical recession and OPEC production aligns with the bank’s baseline assumptions, Brent could retreat to $58 by the end of this year and to $50 by December 2026.   In a more bearish scenario involving a global GDP slowdown and no change to OPEC+ output levels, Brent prices might fall to $54 by year-end and $45 by late 2026. The most extreme projection—based on a simultaneous economic downturn and a full reversal of OPEC+ production cuts—would see Brent plunge to below $40 per barrel by the end of 2026.   Goldman noted that oil prices could outperform forecasts significantly if there was a dramatic shift in tariff policy and a surprise in global demand recovery.   Cautious Optimism, But Warnings Persist   With both Washington and Beijing showing no signs of backing down, markets are likely to remain volatile in the days ahead. Investors now turn their attention to upcoming trade meetings and policy decisions, hoping for clarity in what has become one of the most unpredictable trading environments in recent years.   Always trade with strict risk management. Your capital is the single most important aspect of your trading business.   Please note that times displayed based on local time zone and are from time of writing this report. Click HERE to access the full HFM Economic calendar.   Want to learn to trade and analyse the markets? Join our webinars and get analysis and trading ideas combined with better understanding of how markets work. Click HERE to register for FREE!   Click HERE to READ more Market news.   Andria Pichidi HFMarkets   Disclaimer: This material is provided as a general marketing communication for information purposes only and does not constitute an independent investment research. Nothing in this communication contains, or should be considered as containing, an investment advice or an investment recommendation or a solicitation for the purpose of buying or selling of any financial instrument. All information provided is gathered from reputable sources and any information containing an indication of past performance is not a guarantee or reliable indicator of future performance. Users acknowledge that any investment in Leveraged Products is characterized by a certain degree of uncertainty and that any investment of this nature involves a high level of risk for which the users are solely responsible and liable. We assume no liability for any loss arising from any investment made based on the information provided in this communication. This communication must not be reproduced or further distributed without our prior written permission.
    • CVNA Carvana stock watch, rebound to 166.56 support area at https://stockconsultant.com/?CVNA
×
×
  • Create New...

Important Information

By using this site, you agree to our Terms of Use.