For someone not familiar with Bitcoin, the first question that comes to mind is, "What is Bitcoin?" And another common question that is often asked relates to the Bitcoin price. It started out a under 10 cents per Bitcoin upon its introduction in early 2009. It has risen steadily since and has hovered around $4000 per Bitcoin recently. So regarding Bitcoin value or the Bitcoin rate this is a most remarkable appreciation of value and has created many, many millionaires over the last eight years. The Bitcoin market is worldwide and the citizens of China and Japan have been particularly active in its purchase along with other Asian countries. However, recently in Bitcoin news the Chinese government has tried to suppress its activity in that country. That action drove the value of Bitcoin down for a short time but it soon surged back and is now close to its previous value. The Bitcoin history chart is very interesting. Its creator was an anonymous group of brilliant mathematicians (using the pseudonym Satoski Nakamoto) who designed it in 2008 to be "virtual gold" and released the first Bitcoin software in early 2009 during the height of the USA economic crisis. They knew that to have lasting value, it like gold had to have a finite supply. So in creating it they capped the supply at 21 million Bitcoin. Bitcoin mining refers to the process by which new Bitcoin is created. With conventional currency, government decides when and where to print and distribute it. With Bitcoin, "miners" use special software to solve complex mathematical problems and are issued a certain number of Bitcoin in return. A question that then arises is, is Bitcoin mining worth it. The answer is NO for the average person. It takes very sophisticated knowledge and a powerful computer system and this combination of factors makes it unattainable for the masses. This applies even more to bitcoin mining 2017 than in past years. Many wonder, who accepts Bitcoin? This question gets asked in various ways, what are stores that accept bitcoin, what are websites that accept bitcoins, what are some retailers that accept bitcoin, what are some places that accept bitcoin and where can I spend bitcoin. More and more companies are beginning to see the value of accepting cryptocurrencies as a valid payment option. Some major companies that do are DISH network, Microsoft, Expedia, Shopify stores, Newegg, Payza, 2Pay4You, and others.Two major holdouts at this time are Walmart and Amazon. Ethereum is the strongest rival to Bitcoin in the cryptocurrency market and many wonder at the question of Bitcoin vs Ethereum. Ethereum was created in mid-2015 and has gained some popularity but still ranks far behind Bitcoin in usage, acceptance and value. A question that often comes up often relates to Bitcoin scam. This author has a friend who made a purchase from a company that promised 1-2% growth per day. The company website listed no contact information and after a couple months the website simply vanished one day and my friend lost all the money he had invested which was several thousand dollars. One has to know how to buy Bitcoins, how to purchase Bitcoin or how to buy Bitcoin with credit card in order to get started. Coinbase is a very popular site to do this. Their fee is 3.75% and the buying limit is $10,000 per day. This would probably be the easiest way to buy bitcoins. Others would like to buy Bitcoin with debit card. Coinbase also provides this service and has clear step by step instructions on how to proceed with either your debit or credit card. There are those who would like to buy Bitcoin instantly. This can be done at Paxful, Inc. and can be done through W. Union or any credit/debit card. Other common questions that come up are what is the best way to buy Bitcoins, the best way to get bitcoins or where to buy bitcoins online. The easiest way is probably to purchase it through a digital asset exchange like the previously mentioned Coinbase. Opening an account with them is painless and once you link your bank account with them you can buy and sell Bitcoin quite easily. This is quite likely also the best place to buy Bitcoins. One must know what a Bitcoin wallet is and how to use it. It is simply the Bitcoin equivalent of a bank account. It allows you to receive Bitcoins, store them and send them to others. What it does is store a collection of Bitcoin privacy keys. Typically it is encrypted with a password or otherwise protected from unauthorized access. There are several types of digital wallets to choose from. A web wallet allows you to send, receive and store Bitcoin though your web browser. Another type is a desktop wallet and here the wallet software is stored directly on your computer. There are also mobile wallets which are designed for use by a mobile device. A question that occasionally comes up is that of Bitcoin stock or how to buy Bitcoin stock. By far the most common way to proceed in this area is to buy Bitcoin directly and not its stock. There is one entity called Bitcoin Investment trust which is an investment fund that is designed to track the market flow of Bitcoin. Some analysts however are calling this a risky way to become involved in this marketplace. The Bitcoin exchange rate USD is a closely watched benchmark both on a daily basis and long term over the last 8 years since its introduction to the world's financial marketplace. A popular company to receive the most current rate in Bitcoin valuation is XE. They show Bitcoin to USD valuation and also the complete Bitcoin price chart, the Bitcoin value chart and the Bitcoin to USD chart. If you ask, "How much is one Bitcoin?" you will always know from their continuously updated charts. Similar questions that come up in this area relate to the bitcoin rate history, the bitcoin price chart live, the bitcoin to dollar exchange rate, the bitcoin dollar chart and the bitcoin 5 year chart. The previously mentioned website, xe, is also a good source for answers to these questions. Regarding Bitcoin cash, ie. to get USD from selling Bitcoin, Bitwol is one company that enables you to do this. WikiHow is another company that will take you through this process.
Cost to mine 1 Bitcoin is now $14,000 USD. "Bitcoin Price Chart Fractal Seen in 2019 Hints at $14K Within Months". I bet BTC price ascends to $14,000 in next 30 days! NewYorkCoin (NYC) is a faster, no fee version of Litecoin since 2014! Official New York Coin nycoin.net | newyorkcoin.net
Others wish to purchase Bitcoin with debit card. Coinbase likewise offers this service and has clear action by action directions on how to continue with either your debit or charge card. There are those who wish to purchase Bitcoin immediately. This can be done at Paxful, and can be done through W. Union or any credit/debit card. Other typical concerns that show up are what is the very best method to purchase Bitcoins, the very best method to get bitcoins or where to purchase bitcoins online. The most convenient method is most likely to buy it through a digital possession exchange like the formerly pointed out Coinbase. Opening an account with them is pain-free and as soon as you connect your checking account with them you can purchase and offer Bitcoin rather quickly. This is rather most likely likewise the very best location to purchase Bitcoins. One need to understand what a Bitcoin wallet is and how to utilize it. You need to be aware of how to tumble bitcoin if you care about your privacy. It is just the Bitcoin equivalent of a checking account. It permits you to get Bitcoins, save them and send them to others. What it does is shop a collection of Bitcoin personal privacy secrets. Generally it is secured with a password or otherwise secured from unapproved gain access to. There are a number of kinds of digital wallets to pick from. A web wallet permits you to send out, get and keep Bitcoin though your web internet browser. Another type is a desktop wallet and here the wallet software application is saved straight on your computer system. There are likewise mobile wallets which are created for usage by a mobile phone. A concern that periodically turns up is that of Bitcoin stock or how to purchase Bitcoin stock. Without a doubt the most typical method to continue in this location is to purchase Bitcoin straight and not its stock. There is one entity called Bitcoin Financial investment trust which is a mutual fund that is created to track the marketplace circulation of Bitcoin. Some experts nevertheless are calling this a dangerous method to end up being associated with this market. The Bitcoin currency exchange rate USD is a carefully enjoyed criteria both every day and long term over the last 8 years because its intro to the world's monetary market. A popular business to get the most present rate in Bitcoin assessment is XE. They reveal Bitcoin to USD assessment and likewise the total Bitcoin cost chart, the Bitcoin worth chart and the Bitcoin to USD chart. If you ask, "Just how much is one Bitcoin?" you will constantly understand from their constantly upgraded charts. Comparable concerns that show up in this location connect to the bitcoin rate history, the bitcoin rate chart live, the bitcoin to dollar currency exchange rate, the bitcoin dollar chart and the bitcoin 5 year chart. The formerly discussed site, xe, is likewise a great source for responses to these concerns. Bitcoin predicted worth is a subject typically talked about. In January of 2015 the rate of one bitcoin was $215. Presently it is around $5000. This is an extraordinary boost and one far beyond what many specialists would have forecasted at that time. Presently in evaluating projections from professionals all over the world a typical response appears to be that the leading worth will settle in at around $10,000 and one specialist even predicted a worth reaching $100,000.
Putting $400M of Bitcoin on your company balance sheet
Also posted on my blog as usual. Read it there if you can, there are footnotes and inlined plots. A couple of months ago, MicroStrategy (MSTR) had a spare $400M of cash which it decided to shift to Bitcoin (BTC). Today we'll discuss in excrutiating detail why this is not a good idea. When a company has a pile of spare money it doesn't know what to do with, it'll normally do buybacks or start paying dividends. That gives the money back to the shareholders, and from an economic perspective the money can get better invested in other more promising companies. If you have a huge pile of of cash, you probably should be doing other things than leave it in a bank account to gather dust. However, this statement from MicroStrategy CEO Michael Saylor exists to make it clear he's buying into BTC for all the wrong reasons:
“This is not a speculation, nor is it a hedge. This was a deliberate corporate strategy to adopt a bitcoin standard.”
Let's unpack it and jump into the economics Bitcoin:
Is Bitcoin money?
No. Or rather BTC doesn't act as money and there's no serious future path for BTC to become a form of money. Let's go back to basics. There are 3 main economic problems money solves: 1. Medium of Exchange. Before money we had to barter, which led to the double coincidence of wants problem. When everyone accepts the same money you can buy something from someone even if they don't like the stuff you own. As a medium of exchange, BTC is not good. There are significant transaction fees and transaction waiting times built-in to BTC and these worsen the more popular BTC get. You can test BTC's usefulness as a medium of exchange for yourself right now: try to order a pizza or to buy a random item with BTC. How many additional hurdles do you have to go through? How many fewer options do you have than if you used a regular currency? How much overhead (time, fees) is there? 2. Unit of Account. A unit of account is what you compare the value of objects against. We denominate BTC in terms of how many USD they're worth, so BTC is a unit of account presently. We can say it's because of lack of adoption, but really it's also because the market value of BTC is so volatile. If I buy a $1000 table today or in 2017, it's roughly a $1000 table. We can't say that a 0.4BTC table was a 0.4BTC table in 2017. We'll expand on this in the next point: 3. Store of Value. When you create economic value, you don't want to be forced to use up the value you created right away. For instance, if I fix your washing machine and you pay me in avocados, I'd be annoyed. I'd have to consume my payment before it becomes brown, squishy and disgusting. Avocado fruit is not good money because avocadoes loses value very fast. On the other hand, well-run currencies like the USD, GBP, CAD, EUR, etc. all lose their value at a low and most importantly fairly predictible rate. Let's look at the chart of the USD against BTC While the dollar loses value at a predictible rate, BTC is all over the place, which is bad. One important use money is to write loan contracts. Loans are great. They let people spend now against their future potential earnings, so they can buy houses or start businesses without first saving up for a decade. Loans are good for the economy. If you want to sign something that says "I owe you this much for that much time" then you need to be able to roughly predict the value of the debt in at the point in time where it's due. Otherwise you'll have a hard time pricing the risk of the loan effectively. This means that you need to charge higher interests. The risk of making a loan in BTC needs to be priced into the interest of a BTC-denominated loan, which means much higher interest rates. High interests on loans are bad, because buying houses and starting businesses are good things.
BTC has a fixed supply, so these problems are built in
Some people think that going back to a standard where our money was denominated by a stock of gold (the Gold Standard) would solve economic problems. This is nonsense. Having control over supply of your currency is a good thing, as long as it's well run. See here Remember that what is desirable is low variance in the value, not the value itself. When there are wild fluctuations in value, it's hard for money to do its job well. Since the 1970s, the USD has been a fiat money with no intrinsic value. This means we control the supply of money. Let's look at a classic poorly drawn econ101 graph The market price for USD is where supply meets demand. The problem with a currency based on an item whose supply is fixed is that the price will necessarily fluctuate in response to changes in demand. Imagine, if you will, that a pandemic strikes and that the demand for currency takes a sharp drop. The US imports less, people don't buy anything anymore, etc. If you can't print money, you get deflation, which is worsens everything. On the other hand, if you can make the money printers go brrrr you can stabilize the price Having your currency be based on a fixed supply isn't just bad because in/deflation is hard to control. It's also a national security risk... The story of the guy who crashed gold prices in North Africa In the 1200s, Mansa Munsa, the emperor of the Mali, was rich and a devout Muslim and wanted everyone to know it. So he embarked on a pilgrimage to make it rain all the way to Mecca. He in fact made it rain so hard he increased the overall supply of gold and unintentionally crashed gold prices in Cairo by 20%, wreaking an economic havoc in North Africa that lasted a decade. This story is fun, the larger point that having your inflation be at the mercy of foreign nations is an undesirable attribute in any currency. The US likes to call some countries currency manipulators, but this problem would be serious under a gold standard.
Currencies are based on trust
Since the USD is based on nothing except the US government's word, how can we trust USD not to be mismanaged? The answer is that you can probably trust the fed until political stooges get put in place. Currently, the US's central bank managing the USD, the Federal Reserve (the Fed for friends & family), has administrative authority. The fed can say "no" to dumb requests from the president. People who have no idea what the fed does like to chant "audit the fed", but the fed is already one of the best audited US federal entities. The transcripts of all their meetings are out in the open. As is their balance sheet, what they plan to do and why. If the US should audit anything it's the Department of Defense which operates without any accounting at all. It's easy to see when a central bank will go rogue: it's when political yes-men are elected to the board. For example, before printing themselves into hyperinflation, the Venezuelan president appointed a sociologist who publicly stated “Inflation does not exist in real life” and instead is a made up capitalist lie. Note what happened mere months after his gaining control over the Venezuelan currency This is a key policy. One paper I really like, Sargent (1984) "The end of 4 big inflations" states:
The essential measures that ended hyperinflation in each of Germany,Austria, Hungary, and Poland were, first, the creation of an independentcentral bank that was legally committed to refuse the government'sdemand or additional unsecured credit and, second, a simultaneousalteration in the fiscal policy regime.
In english: *hyperinflation stops when the central bank can say "no" to the government." The US Fed, like other well good central banks, is run by a bunch of nerds. When it prints money, even as aggressively as it has it does so for good reasons. You can see why they started printing on March 15th as the COVID lockdowns started:
The Federal Reserve is prepared to use its full range of tools to support the flow of credit to households and businesses and thereby promote its maximum employment and price stability goals.
In english: We're going to keep printing and lowering rates until jobs are back and inflation is under control. If we print until the sun is blotted out, we'll print in the shade.
BTC is not gold
Gold is a good asset for doomsday-preppers. If society crashes, gold will still have value. How do we know that? Gold has held value throughout multiple historic catastrophes over thousands of years. It had value before and after the Bronze Age Collapse, the Fall of the Western Roman Empire and Gengis Khan being Gengis Khan. Even if you erased humanity and started over, the new humans would still find gold to be economically valuable. When Europeans d̶i̶s̶c̶o̶v̶e̶r̶e̶d̶ c̶o̶n̶q̶u̶e̶r̶e̶d̶ g̶e̶n̶o̶c̶i̶d̶e̶d̶ went to America, they found gold to be an important item over there too. This is about equivalent to finding humans on Alpha-Centauri and learning that they think gold is a good store of value as well. Some people are puzzled at this: we don't even use gold for much! But it has great properties: First, gold is hard to fake and impossible to manufacture. This makes it good to ascertain payment. Second, gold doesnt react to oxygen, so it doesn't rust or tarnish. So it keeps value over time unlike most other materials. Last, gold is pretty. This might sound frivolous, and you may not like it, but jewelry has actual value to humans. It's no coincidence if you look at a list of the wealthiest families, a large number of them trade in luxury goods. To paraphrase Veblen humans have a profound desire to signal social status, for the same reason peacocks have unwieldy tails. Gold is a great way to achieve that. On the other hand, BTC lacks all these attributes. Its value is largely based on common perception of value. There are a few fundamental drivers of demand:
Means of Exchange: if people seriously start using BTC to buy pizzas, then this creates a real demand for the currency to accomplish the short-term exchanges. As we saw previously, I'm not personally sold on this one and it's currently a negligible fraction of overall demand.
Criminal uses: Probably the largest inbuilt advantage of BTC is that it's anonymous, and so a great way to launder money. Hacker gangs use BTC to demand ransom on cryptolocker type attacks because it's a shared way for an honest company to pay and for the criminals to receive money without going to jail.
Apart from these, it's hard to argue that BTC will retain value throughout some sort of economic catastrophe.
BTC is really risky
One last statement from Michael Saylor I take offense to is this:
“We feel pretty confident that Bitcoin is less risky than holding cash, less risky than holding gold,” MicroStrategy CEO said in an interview
"BTC is less risky than holding cash or gold long term" is nonsense. We saw before that BTC is more volatile on face value, and that as long as the Fed isn't run by spider monkeys stacked in a trench coat, the inflation is likely to be within reasonable bounds. But on top of this, BTC has Abrupt downside risks that normal currencies don't. Let's imagine a few:
A critical software vulnerability is found in the BTC codebase, leading to a possible exploitation.
Xi Jinping decides he's had enough of rich people in China hiding their assets from him and bans BTC.
Some form of bank run takes hold for whatever reason. Because BTC wallets are uninsured, unlike regular banks, this compounds into a Black Tuesday style crash.
Blockchain solutions are fundamentally inefficient
Blockchain was a genius idea. I still marvel at the initial white paper which is a great mix of economics and computer science. That said, blockchain solutions make large tradeoffs in design because they assume almost no trust between parties. This leads to intentionally wasteful designs on a massive scale. The main problem is that all transactions have to be validated by expensive computational operations and double checked by multiple parties. This means waste:
BTC was estimated to use as much electricity as Belgium in 2019. It's hard to trace where the BTC mining comes from, but we can assume it has a huge carbon footprint.
A single transactions is necessarily expensive. A single transaction takes as much electricity as 800,000 VISA transactions, or watching 50,000 hours of youtube videos.
There is a large necessary tax on the transaction, since those checking the transaction extract a few BTC from it to be incentivized to do the work of checking it.
Many design problems can be mitigated by various improvements over BTC, but it remains that a simple database always works better than a blockchain if you can trust the parties to the transaction.
The Four Horsemen - Signs of Incoming Crashes, and things.
Hey y'all! I'm going to keep this brief, but I was asked by Mr. October to post this, since I briefly described this on a discord we're both in. I do a ton of market analysis, mostly on alternative data, so I don't have cool superpowers potentially, but I do fancy myself a good trendspotter. I wanted to share what I call my Four Horseman metric in brief, and I will fill it in more later when I get back/free from the clutches of homework. The Four Horsemen:
Rapid plunge in BTC/USD - This is an interesting metric, and makes sense if you understand that BTC has evolved from a hedge to a speculation play, which is why it arguably moves in lockstep with SPY most days. However, an interesting property I and many others have noticed is BTC seems to be a leading indicator of market movements, and rapid climbs/plunges tend to signal an incoming correction. See the chart on September 2nd, 2020 for an example.
NOPE_MAD >= 3 End of Day: NOPE, or Net Option Pricing Effect, in principle looks at how dominant options flow trading volume is on the market compared to the more conventional shares volume. When the NOPE_MAD (median absolute deviation) compared to the previous 30 days is 3 deviations higher than normal, this means a red day the next day about 88% of the time (backtested to Mar 2019). You can check NOPE_MAD intraday here - https://thenope.info/nope/default/charts/SPY/2020-10-13 (the URL changes per day, so tomorrow will be 2020-10-14)
The VIX rising with SPY - This usually is part of the parabolic phase, and means a metric fuck ton of calls are being written, which is pushing up option prices across the board. Usually VIX is a measure of downies-volatility, so when it and SPY both go up, it's a Very Bad Thing. Also see September 2nd, 2020.
Small Tech/Caps Leading Big Tech/Caps - This is a more interesting metric, and only makes sense when you understand what causes a Minsky Moment style correction (irrational exuberance). In a stable market, big caps tend to act as a source of strength/safe harbor, and when small caps are leading, this tends to signal intense bull mania, which usually precedes a correction.
Microsoft going up parabolically - Microsoft is our favorite boomer stock for a reason - it is much more stable than AMZN or AAPL, and doesn't like large movements. I noticed anecdotally this year that right before all the big tech corrections (3-5 days out) MSFT goes up exponentially, often more than the rest of the market, because smart money is looking for safe harbor.
I'd be happy to answer any questions later! Edit: Wanted to add some stuff given the comments below.
I did not write this to predict a crash based on today's behavior, but to generally inform about a metric I use to detect Minsky Moment style crashes. For more info on that - https://en.wikipedia.org/wiki/Minsky_moment
Lots of these indicators are new, and due in large part due to the relative fuckiness of the current market. Bitcoin and SPY did not track until this year, and I only noticed the Microsoft effect I mentioned since about 6/5 onwards. This likely also happens in other boomesafe stocks, but MSFT is by far my largest active trading position, hence why I noticed it.
I will be adding a post soon specifically dedicated to the interpretation of NOPE and NOPE_MAD.
Ultimate glossary of crypto currency terms, acronyms and abbreviations
You've probably been hearing a lot about Bitcoin recently and are wondering what's the big deal? Most of your questions should be answered by the resources below but if you have additional questions feel free to ask them in the comments. It all started with the release of the release of Satoshi Nakamoto's whitepaper however that will probably go over the head of most readers so we recommend the following videos for a good starting point for understanding how bitcoin works and a little about its long term potential:
Limited Supply - There will only ever be 21,000,000 bitcoins created and they are issued in a predictable fashion, you can view the inflation schedule here. Once they are all issued Bitcoin will be truly deflationary. The halving countdown can be found here.
Open source - Bitcoin code is fully auditable. You can read the source code yourself here.
Accountable - The public ledger is transparent, all transactions are seen by everyone.
Decentralized - Bitcoin is globally distributed across thousands of nodes with no single point of failure and as such can't be shut down similar to how Bittorrent works. You can even run a node on a Raspberry Pi.
Censorship resistant - No one can prevent you from interacting with the bitcoin network and no one can censor, alter or block transactions that they disagree with, see Operation Chokepoint.
Push system - There are no chargebacks in bitcoin because only the person who owns the address where the bitcoins reside has the authority to move them.
Low fee scaling - On chain transaction fees depend on network demand and how much priority you wish to assign to the transaction. Most wallets calculate on chain fees automatically but you can view current fees here and mempool activity here. On chain fees may rise occasionally due to network demand, however instant micropayments that do not require confirmations are happening via the Lightning Network, a second layer scaling solution currently rolling out on the Bitcoin mainnet.
Borderless - No country can stop it from going in/out, even in areas currently unserved by traditional banking as the ledger is globally distributed.
Portable - Bitcoins are digital so they are easier to move than cash or gold. They can even be transported by simply memorizing a string of words for wallet recovery (while cool this method is generally not recommended due to potential for insecure key generation by inexperienced users. Hardware wallets are the preferred method for new users due to ease of use and additional security).
Bitcoin.org and BuyBitcoinWorldwide.com are helpful sites for beginners. You can buy or sell any amount of bitcoin (even just a few dollars worth) and there are several easy methods to purchase bitcoin with cash, credit card or bank transfer. Some of the more popular resources are below, also check out the bitcoinity exchange resources for a larger list of options for purchases.
Here is a listing of local ATMs. If you would like your paycheck automatically converted to bitcoin use Bitwage. Note: Bitcoins are valued at whatever market price people are willing to pay for them in balancing act of supply vs demand. Unlike traditional markets, bitcoin markets operate 24 hours per day, 365 days per year. Preev is a useful site that that shows how much various denominations of bitcoin are worth in different currencies. Alternatively you can just Google "1 bitcoin in (your local currency)".
Securing your bitcoins
With bitcoin you can "Be your own bank" and personally secure your bitcoins OR you can use third party companies aka "Bitcoin banks" which will hold the bitcoins for you.
If you prefer to "Be your own bank" and have direct control over your coins without having to use a trusted third party, then you will need to create your own wallet and keep it secure. If you want easy and secure storage without having to learn computer security best practices, then a hardware wallet such as the Trezor, Ledger or ColdCard is recommended. Alternatively there are many software wallet options to choose from here depending on your use case.
If you prefer to let third party "Bitcoin banks" manage your coins, try Gemini but be aware you may not be in control of your private keys in which case you would have to ask permission to access your funds and be exposed to third party risk.
Note: For increased security, use Two Factor Authentication (2FA) everywhere it is offered, including email! 2FA requires a second confirmation code to access your account making it much harder for thieves to gain access. Google Authenticator and Authy are the two most popular 2FA services, download links are below. Make sure you create backups of your 2FA codes.
As mentioned above, Bitcoin is decentralized, which by definition means there is no official website or Twitter handle or spokesperson or CEO. However, all money attracts thieves. This combination unfortunately results in scammers running official sounding names or pretending to be an authority on YouTube or social media. Many scammers throughout the years have claimed to be the inventor of Bitcoin. Websites like bitcoin(dot)com and the btc subreddit are active scams. Almost all altcoins (shitcoins) are marketed heavily with big promises but are really just designed to separate you from your bitcoin. So be careful: any resource, including all linked in this document, may in the future turn evil. Don't trust, verify. Also as they say in our community "Not your keys, not your coins".
Where can I spend bitcoins?
Check out spendabit or bitcoin directory for millions of merchant options. Also you can spend bitcoin anywhere visa is accepted with bitcoin debit cards such as the CashApp card. Some other useful site are listed below.
Mining bitcoins can be a fun learning experience, but be aware that you will most likely operate at a loss. Newcomers are often advised to stay away from mining unless they are only interested in it as a hobby similar to folding at home. If you want to learn more about mining you can read more here. Still have mining questions? The crew at /BitcoinMining would be happy to help you out. If you want to contribute to the bitcoin network by hosting the blockchain and propagating transactions you can run a full node using this setup guide. If you would prefer to keep it simple there are several good options. You can view the global node distribution here.
Just like any other form of money, you can also earn bitcoins by being paid to do a job.
You can also earn bitcoins by participating as a market maker on JoinMarket by allowing users to perform CoinJoin transactions with your bitcoins for a small fee (requires you to already have some bitcoins.
The following is a short list of ongoing projects that might be worth taking a look at if you are interested in current development in the bitcoin space.
One Bitcoin is quite large (hundreds of £/$/€) so people often deal in smaller units. The most common subunits are listed below:
one bitcoin is equal to 100 million satoshis
1,000 per bitcoin
used as default unit in recent Electrum wallet releases
1,000,000 per bitcoin
colloquial "slang" term for microbitcoin (μBTC)
100,000,000 per bitcoin
smallest unit in bitcoin, named after the inventor
For example, assuming an arbitrary exchange rate of $10000 for one Bitcoin, a $10 meal would equal:
For more information check out the Bitcoin units wiki. Still have questions? Feel free to ask in the comments below or stick around for our weekly Mentor Monday thread. If you decide to post a question in /Bitcoin, please use the search bar to see if it has been answered before, and remember to follow the community rules outlined on the sidebar to receive a better response. The mods are busy helping manage our community so please do not message them unless you notice problems with the functionality of the subreddit. Note: This is a community created FAQ. If you notice anything missing from the FAQ or that requires clarification you can edit it here and it will be included in the next revision pending approval. Welcome to the Bitcoin community and the new decentralized economy!
There is a constant war being fought between goldbugs, like Peter Schiff, and Bitcoin enthusiasts so I decided to make an outline, with links, comparing and contrasting gold and Bitcoin. I made this in November of 2019 (thus the information therein is based on figures from that time) but, being scatter brained, neglected to post this for the Bitcoin community to see. The yardsticks I used to compare the two assets included the following: shipping/transactions costs, storage costs, censorship factor, settlement time, stock to flow, blockchain vs clearing house, validation, etc. I will also touch on Roosevelt's gold confiscation executive order in 1933, transporting gold during the Spanish Civil War in 1936, and the hypothetical cost for Venezuela to repatriate its gold more recently. I will provide a brief summary first then follow that with the outline I made. This information can be used as a tool for the Bitcoin community to combat some of the silly rhetoric coming from goldbugs such as Peter Schiff and James Rickards. I would like to make it clear, however, that I am not against gold and think that it performed its role as money very well in a technologically inferior era, namely Victorian times but I think Bitcoin performs the functions of money better than gold does in the current environment. I have been looking to make a contribution to the Bitcoin community and I hope this is a useful and educational tool for everyone who reads this. Summary: Shipping/transaction costs: 100 ounces of gold could be shipped for 315 dollars; the comparable dollar value in Bitcoin could be sent for 35 dollars using a non-segwit address. Using historical precendent, it would cost an estimated $32,997,989 to transport $1 billion in gold using the 3.3% fee that the Soviets charged the Spaniards in 1936; a $1 billion Bitcoin transaction moved for $690 last year by comparison. Please note that the only historic example we can provide for moving enormous sums of gold was when the government of Spain transported gold to Moscow during the Spanish Civil War in 1936. More information on this topic will be found in the notes section. Storage costs: 100 ounces of gold would require $451 per year to custody while the equivalent value of Bitcoin in dollar terms could be stored for the cost of a Ledger Nano S, $59.99. $1 billion USD value of gold would cost $2,900,000 per year while an Armory set up that is more secure would run you the cost of a laptop, $200-300. Censorship factor: Gold must pass through a 3rd party whenever it is shipped, whether for a transaction or for personal transportation. Gold will typically have to be declared and a customs duty may be imposed when crossing international borders. The key take-away is gatekeepers (customs) can halt movement of gold thus making transactions difficult. $46,000 of gold was seized in India despite the smugglers hiding it in their rectums. Settlement time: Shipping gold based on 100 ounces takes anywhere from 3-10 days while Bitcoin transactions clear in roughly 10 minutes depending on network congestion and fee size. Historic confiscation: Franklin Roosevelt confiscated and debased the paper value of gold in 1933 with Executive Order 6102. Since gold is physical in nature and value dense, it is often stored in custodial vaults like banks and so forth which act as a honeypot for rapacious governments. Stock to flow: Plan B's stock to flow model has become a favorite on twitter. Stock to flow measures the relationship between the total stock of an asset against the amount that is produced in a given year. Currently gold still has the highest value at 62 while Bitcoin sits at 50 in 2nd place. Bitcoin will overtake gold in 2024 after the next halving. Blockchain vs clearing house: gold payments historically passed through a 3rd party (clearinghouse) in order to be validated while Bitcoin transactions can be self validated through the use of a node. Key Takeaway from above- Bitcoin is vastly superior to gold in terms of cost, speed, and censorship resistance. One could theoretically carry around an enormous sum of Bitcoin on a cold card while the equivalent dollar value of gold would require a wheelbarrow...and create an enormous target on the back of the transporter. With the exception of the stock to flow ratio (which will flip in Bitcoin's favor soon), Bitcoin is superior to gold by all metrics covered. Notes: Shipping/transaction costs Gold 100 oz = 155,500. 45 x 7 = $315 to ship 100 oz gold. https://seekingalpha.com/instablog/839735-katchum/2547831-how-much-does-it-cost-to-ship-silver-and-gold https://www.coininvest.com/en/shipping-prices/ 211 tonnes Venezuela; 3.3% of $10.5 billion = 346,478,880 or 32,997,989/billion usd http://blogs.reuters.com/felix-salmon/2011/08/23/how-to-get-12-billion-of-gold-to-venezuela/ (counter party risk; maduro; quotes from article) Bitcoin 18 bitcoin equivalent value; 35 USD with legacy address https://blockexplorer.com/ https://bitcoinfees.info/ 1 billion; $690 dollars https://arstechnica.com/tech-policy/2019/09/someone-moved-1-billion-in-a-single-bitcoin-transaction/ Storage costs Gold .29% annually; https://sdbullion.com/gold-silver-storage 100 oz – $451/year $1 billion USD value – $2,900,000/year Bitcoin Ledger Nano S - $59.00 (for less bitcoin) https://shop.ledger.com/products/ledger-nano-s/transparent?flow_country=USA&gclid=EAIaIQobChMI3ILV5O-Z5wIVTtbACh1zTAwqEAQYASABEgJ5SPD_BwE Armory - $200-300 cost of laptop for setup https://www.bitcoinarmory.com/ Censorship factor (must pass through 3rd party) Varies by country Gold will typically have to be declared and a customs duty may be imposed Key take-away is gatekeepers (customs) can halt movement of gold thus making transactions difficult $46,000 seized in India https://www.foxnews.com/travel/indian-airport-stops-29-passengers-smuggling-gold-in-their-rectums Settlement time Gold For 100 oz transaction by USPS 3-10 days (must pass through 3rd party) Bitcoin Roughly 10 minutes to be included in next block Historic confiscation-roosevelt 1933 Executive Order 6102 (forced spending, fed could ban cash, go through and get quotes) https://en.wikipedia.org/wiki/Executive_Order_6102 “The stated reason for the order was that hard times had caused "hoarding" of gold, stalling economic growth and making the depression worse” Stock to flow; https://medium.com/@100trillionUSD/modeling-bitcoins-value-with-scarcity-91fa0fc03e25 (explain what it is and use charts in article) Gold; SF of 62 Bitcoin; SF of 25 but will double to 50 after May (and to 100 in four years) Blockchain vs clearing house Transactions can be validated by running a full node vs. third party settlement Validation Gold; https://www.goldismoney2.com/threads/cost-to-assay.6732/ (Read some responses) Bitcoin Cost of electricity to run a full node Breaking down Venezuela conundrum; http://blogs.reuters.com/felix-salmon/2011/08/23/how-to-get-12-billion-of-gold-to-venezuela/ “The last (and only) known case of this kind of quantity of gold being transported across state lines took place almost exactly 75 years ago, in 1936, when the government of Spain removed 560 tons of gold from Madrid to Moscow as the armies of Francisco Franco approached. Most of the gold was exchanged for Russian weaponry, with the Soviet Union keeping 2.1% of the funds in the form of commissions and brokerage, and an additional 1.2% in the form of transport, deposit, melting, and refining expenses.” “Venezuela would need to transport the gold in several trips, traders said, since the high value of gold means it would be impossible to insure a single aircraft carrying 211 tonnes. It could take about 40 shipments to move the gold back to Caracas, traders estimated. “It’s going to be quite a task. Logistically, I’m not sure if the central bank realises the magnitude of the task ahead of them,” said one senior gold banker.” “So maybe Chávez intends to take matters into his own hands, and just sail the booty back to Venezuela on one of his own naval ships. Again, the theft risk is obvious — seamen can be greedy too — and this time there would be no insurance. Chávez is pretty crazy, but I don’t think he’d risk $12 billion that way.” “Which leaves one final alternative. Gold is fungible, and people are actually willing to pay a premium to buy gold which is sitting in the Bank of England’s ultra-secure vaults. So why bother transporting that gold at all? Venezuela could enter into an intercontinental repo transaction, where it sells its gold in the Bank of England to some counterparty, and then promises to buy it all back at a modest discount, on condition that it’s physically delivered to the Venezuelan central bank in Caracas. It would then be up to the counterparty to work out how to get 211 tons of gold to Caracas by a certain date. That gold could be sourced anywhere in the world, and transported in any conceivable manner — being much less predictable and transparent, those shipments would also be much harder to hijack. How much of a discount would a counterparty require to enter into this kind of transaction? Much more than 3.3%, is my guess. And again, it’s not entirely clear who would even be willing to entertain the idea. Glencore, perhaps?” “But here’s one last idea: why doesn’t Chávez crowdsource the problem? He could simply open a gold window at the Banco Central de Venezuela, where anybody at all could deliver standard gold bars. In return, the central bank would transfer to that person an equal number of gold bars in the custody of the Bank of England, plus a modest bounty of say 2% — that’s over $15,000 per 400-ounce bar, at current rates. It would take a little while, but eventually the gold would start trickling in: if you’re willing to pay a constant premium of 2% over the market price for a good, you can be sure that the good in question will ultimately find its way to your door. And the 2% cost of acquiring all that gold would surely be much lower than the cost of insuring and shipping it from England. It would be an elegant market-based solution to an artificial and ideologically-driven problem; I daresay Chávez might even chuckle at the irony of it. He’d just need to watch out for a rise in Andean banditry, as thieves tried to steal the bars on their disparate journeys into Venezuela.”
Some Bitcoin Analysts and Prediction Today and Yesterday & Why "It's not the Price, Dummy"
This is just for fun, I generally have no strong feelings toward bitcoin price (I'm just fundamentally against zero-sum get rich schemes). But today I decided to do a little bitcoin search in news.google.com and see what today's bulls were predicting in 2018. Side note, almost all of the news articles came from crypto sites. I tried my best to stay away from them. Farming magazine telling you agriculture is the future isn't exactly shocking. To people who invest, please don't consider this as a prediction that price will fall. I'm not astute or smart enough to predict either way. The only possible use is to make sure you are more skeptic regarding predictions. Keep in mind, a rich CEO or consultant can lose 100 million and not really affect his life that much, but a 10k or 100k lose for some people can be devastating. And remember, some of these rich hedge managers don't believe their own bullshit, and hopefully, some of these quotes will emulate that. (Note, I won't waste time linking them all, but by quoting them directly, it should be easy to google) (another side note, I didn't purposely search out specific names. I went by the first names I came across, and only ignoring those that I couldn't find anything regarding crypto in past years)
Present: Business Inside: Bitcoin is like 'digital gold' and won't be used the same as a traditional currency in at least 5 years, billionaire investor Mike Novogratz says Past: On Nov, 2017, he said: "Bitcoin could ‘easily’ reach $40,000 by the end of 2018, hedge fund legend Novogratz says" 2018: "Michael Novogratz calls a bottom in cryptocurrencies" (it wasn't) Novogratz started a crypto funding in 2018. First 9 months "Mike Novogratz’s Crypto Trading Desk Lost $136 Million in Nine Months" (Bloomberg). Quarter 4: "Galaxy Digital Posts $32.9 Million in Net Loss for Q4 2019". Feb 2020 "Mike Novogratz’s Galaxy Digital Slashes 15% Staff"
Present: "For Raoul Pal, CEO of Real Vision, the bullish atmosphere had been reinforced, and further gains were more likely than ever. “There are literally only two resistances left on the #bitcoin chart - 14,000 and then the old all-time high at 20,000,” he tweeted." In a tweet today, he said, "Bitcoin is eating the world... It has become a supermassive black hole that is sucking in everything around it and destroying it. This narrative is only going to grow over the next 18 months. You see, gold is breaking down versus bitcoin...and gold investors will flip to BTC" Past: 2014: "Put them in the same kind of equation we get a value of bitcoin and that value is a million dollars. Now, you'll never hear an analyst say this—but I don't mind this—I could be wrong by 90%, and it's still worth $100,000." (to be honest, that's a bit of an impressive prediction in 2014) On the other hand, he probably didn't really believe his own prediction because in June, 2017 (when it was 2000 USD or so), he said: " “This is the most exponential move we have seen. I don’t know how far it goes, but I sold out last week… and I’ve [owned Bitcoin] since it was $200. Anything that moves exponentially, always [blows up].”" In 2016, "This view brings Pal to the asset he favors most over the next year out of bonds, equities, currencies and commodities: the dollar."
Eh, that was just two. I was hoping to mention several people, but it appears not many people are actually making predictions anymore, and anyone mentioned are basically not big people so I couldn't find much on them regarding bitcoin before 2019. So, the main thing I like to highlight are the analysts and such are going to make money whatever happens. Fund managers are playing with people's money and, as long as they are not involved in frauds, there is no real harm to them against wrong predictions. Generally, successful business people are successful because they were loud, confident, and were able to convince others that they had the right idea. Even when wrong, they bounce back. Most of us aren't like that. Some bitcoiners come here to boast when price goes up, as if the increase in price is an indication that argument against bitcoin has been proven wrong. While some people here are fanatically anti-bitcoin, I am not one of those. I have nothing against people making money (why would I be upset that people I don't know around the world became wealthier??). But since bitcoin investing is by design a zero sum game, certain people will eventually lose, and it is most likely it is the people who were listening to predictions by experts that would ultimately be financially hurt, and not the experts making the predictions. Crypto investing has been a platform where the average person works hard in his day to day life, and then brings the fruits of his labor into this field. The actual productive part of that person's life is the one outside crypto, where they had been productive for the community, and in exchange, they receive wages. Crypto investing's promise is for this wage to increase without the actual productivity. The concern is mainly that the result of all that labor will be misused by crypto "experts" who's own income (their labor) is directly linked to predictions on crypto. The above paragraph is badly explained, but the main point is that the average person brings in outside money they worked hard for, while "experts" there is generally no outside money, crypto fund management or consulting itself is their job. --- Money can be made, of course, but money being made isn't necessarily an argument for something. Bitcoin, and crypto, has for the past 1.5 decades still largely just about numbers going up. Google trend on "bitcoin" show top related queries being "bitcoin price", "bitcoin usd", "bitcoin usd price". When people come here when it hits a particular arbitrary price point thinking it's their gotcha moment, it actually just reinforces my argument that it is only about the price. Nothing in the history of human economy has ever lasted based only on the economic model of who you could resell it for at a higher price. Even DeFi's smart contracts (as much as I could understand it) is about prices going up. It's like for these people the concept of contracts are based purely on money exchanging hands, and no actual task being done. Almost all contracts globally are based on specific productive tasks being done, such as employee contract, supplier contract, property contract, and so on. Only a tiny amount of it is based on "if this currency goes up, then give me that currency" contracts. ---
Reasons why NANO fails and will keep failing until some things change
Dear NANO community, This is going to be a long post where I will discuss why NANO under performed and will keep under performing in this bull run unless some things change. I'm going to start up with straight facts with the famous quote of Floyd Mayweather: "Men lie, women lie, numbers don't lie". If you feel offended by some of this, facts don't care about your feelings. Technical Analysis In the time where BTC Dominance fell from peak of 74% to 56% and keeps falling, NANO has moved from its low of 0.0000640 sats to a price of 0.0000950 sats. That is about 50% gain if you bought on the absolute low, but looking at the monthly chart, we can see that NANO has basically been in the range of 0.0001400 sats to 0.0000750 sats ever since July of 2019 (for more than 2 years). https://charts.cointrader.pro/snapshot/zaXzV The all time high of NANO was 0.0028, so this price is currently 96% down in terms of BTC . https://charts.cointrader.pro/snapshot/tTF4J With this price NANO is falling out of top 100 cryptocurrency based on market cap. My thoughts: Considering that entire altcoin market is moving and that it keeps reaching new highs, this is very concerning for NANO and one can only ask themselves why does NANO keep falling behind? Why does on every Bitcoin pump price falls hardest and on every day when other altcoins go up 30%, NANO only goes up 10%. Reasons why NANO is lagging on the market:
Reason 1. - Lack of adoption where NANO can be utilized to its fullest
We all know that NANO has near instantaneous transactions and is fee-less which is why most of us fell in love with this cryptocurrency. Problem is that it has little to no adoption. What does it matter if NANO is feeless, when you don't have an exchange that will make a NANO/USD conversion for 0%. Who cares if STR, XRP and other fast coins have like 0.01$ fee if either way, exchange will take 1% or more fees from you.? If XRP has better exchange, they can easily be more cost efficient than NANO because of this problem. Devs need to be much more proactive rather than sit and wait while entire market is eating you alive. Proposed solution: Nano needs to invest more in marketing and in making a deal with exchange that will be liquid enough and provide little to no fees on NANO.
Reason 2. - There is no reward for NANO holders
I am a NANO holder ever since 2018 and it's been a long ride with constant buying at the end of each month with average buy of 2$ when I look at it totally. This is not that bad considering NANO's massive fall and what some other holders had to go through. Let's remind ourselves again, NANO has 0% inflation. And yet NANO's price doesn't grow. Where as other cryptocurrencies have 5-10% inflation and they are over-performing NANO massively. NANO holders get no rewards from holding NANO which is a big problem. People call this an advantage and I somewhat agree, but NANO holders need to be rewarded with something, because crypto space doesn't care about inflation. Proposed solution: Introduce POS (Proof of Stake) with inflation of 5% where NANO holders will be able to stake their NANO and receive 5% more NANO each year. You can do this or make it 6% and after each 2 years, there is halving of inflation. Imagine how coins get hyped when their rewards per year get cut in half. NANO has 0% inflation and it doesn't get any hype. It's already scarce, but people fail to see it.
Reason 3. - NANO is refusing to adapt with the current market
Current bull run has been ignited with DEFI and because people see that they can earn up to 3-5% daily income just for holding ERC20 token like BAT, BAL, LINK etc. There's even been introudect WBTC (Wrapped Bitcoin) and WETH (Wrapped Ethereum), which means that people can hold their cryptocurrency which they would hold even if there weren't any rewards and they get 3-5% daily income + the chance of the DEFI coin actually pumping by 1000+% which many of them have done in the past month. Because of all of this people are massively buying ERC20 tokens just to get these gains daily. What has NANO do to interact with this entire DEFI space? Absolutely nothing. Did they try to introduce wNANO (wrapped NANO) like Ethereum and Bitcoin did? No. They just kept working on some other bullshit even-though protocol is in of itself 99% perfect and working. They keep focusing their energy on technology when technology is already better than anything else on the crypto market. NANO is currently the best fast cryptocurrency and it is not even close. Proposed solution: Devs need to start focusing energy on things that matter and which will help the price and not dump their stash and blindly look how everything else keeps growing.
Reason 4. - No one is making money of NANO market
This is similar to reason number 2 but it has to be said separately. Just ask yourself, who benefits of BTC markets? Miners. Who benefits of any other POS market? All of the holders. And then with this money you can finance devs which will work on the currency and will by this raise the price and the whole cycle repeats itself. So all of these things have in common that people are making money of doing something for the ecosystem. On one hand resources get paid, on the other people that are loyal to the project. NANO has one of the best and largest communities in cryptocurrency and numbers confirm this, yet there is no special way for any of us to benefit of of this. Everything is open source and people make everything for free. Proposed solution: Introduce mechanism so that community members can earn money of holding NANO. Conclusion: Nano is an amazing currency, but there are many things that need to fall in place in order for it to stop falling behind the market. It's sad that investing in what is called a "safest" altcoin Ethereum, would've made you much better gains than even buying NANO on the all time low would. This post is meant to be constructive criticism and to in the end open peoples mind on current problem NANO has in the space. Please share this post so more people and hopefully devs can see it and so that we all as a community can start working towards our goal of NANO becoming one of most utilized cryptocurrencies in the world.
eur/usd is much much better than any crypto out there, right?
I am a copywriter and I am writing about crypto projects. I love the niche, and it's revolunationary. There are 10K of crypto coins... I tried to analyze the Bitcoin chart and it's freaking impossible... In comparison, EUUSD is much more appealing to me as a scalper. Who has the conducted the comparison and arrived to the same conclusion?
vectorbt - blazingly fast backtesting and interactive data analysis for quants
I want to share with you a tool that I was continuously developing during the last couple of months. https://github.com/polakowo/vectorbt As a data scientist, when I first started flirting with quant trading, I quickly realized that there is a shortage of Python packages that can actually enable me to iterate over a long list of possible strategies and hyper-parameters quickly. Most open-source backtesting libraries are very evolved in terms of functionality, but simply lack speed. Questions like "Which strategy is better: X or Y?" require fast computation and transformation of data. This not only prolongs your lifecycle of designing strategies, but is dangerous after all: limited number of tests is similar to a tunnel vision - it prevents you from seeing the bigger picture and makes you dive into the market blindly. After trying tweaking pandas, multiprocessing, and even evaluating my strategies on a cluster with Spark, I finally found myself using Numba - a Python library that can compile slow Python code to be run at native machine code speed. And since there were no packages in the Python ecosystem that could even closely match the speed of my own backtests, I made vectorbt. vectorbt combines pandas, NumPy and Numba sauce to obtain orders-of-magnitude speedup over other libraries. It builds upon the idea that each instance of a trading strategy can be represented in a vectorized form, so multiple strategy instances can be packed into a single multi-dimensional array. In this form, they can processed in a highly efficient manner and compared easily. It also integrates Plotly and ipywidgets to display complex charts and dashboards akin to Tableau right in the Jupyter notebook. You can find basic examples and explanations in the documentation. Below is an example of doing in total 67,032 tests on three different timeframes of Bitcoin price history to explore how performance of a MACD strategy depends upon various combinations of fast, slow and signal windows:
import vectorbt as vbt import numpy as np import yfinance as yf from itertools import combinations, product # Fetch daily price of Bitcoin price = yf.Ticker("BTC-USD").history(period="max")['Close'] price = price.vbt.split_into_ranges(n=3) # Define hyper-parameter space # 49 fast x 49 slow x 19 signal fast_windows, slow_windows, signal_windows = vbt.indicators.create_param_combs( (product, (combinations, np.arange(2, 51, 1), 2), np.arange(2, 21, 1))) # Run MACD indicator macd_ind = vbt.MACD.from_params( price, fast_window=fast_windows, slow_window=slow_windows, signal_window=signal_windows, hide_params=['macd_ewm', 'signal_ewm'] ) # Long when MACD is above zero AND signal entries = macd_ind.macd_above(0) & macd_ind.macd_above(macd_ind.signal) # Short when MACD is below zero OR signal exits = macd_ind.macd_below(0) | macd_ind.macd_below(macd_ind.signal) # Build portfolio portfolio = vbt.Portfolio.from_signals( price.vbt.tile(len(fast_windows)), entries, exits, fees=0.001, freq='1D') # Draw all window combinations as a 3D volume fig = portfolio.total_return.vbt.volume( x_level='macd_fast_window', y_level='macd_slow_window', z_level='macd_signal_window', slider_level='range_start', template='plotly_dark', trace_kwargs=dict( colorscale='Viridis', colorbar=dict( title='Total return', tickformat='%' ) ) ) fig.show()
Analyze and engineer features for any time series data
Supercharge pandas and your favorite tools to run much faster
Test thousands of strategies, configurations, assets, and time ranges in one go
Test machine learning models
Build interactive charts/dashboards without leaving Jupyter
The current implementation has limitations though:
It's still experimental and fast evolving, thus API can change quickly.
Fast processing means more memory requirements. Above example created multiple DataFrames each taking 46MB of RAM (price, signals, cash, shares, equity, returns, etc). The issue can be mitigated by deleting at least some artifacts as soon as they are created and by disabling caching.
Usage requires intermediate knowledge of pandas and NumPy to understand what's going on. Numba can be learned faster because of it mimicking NumPy. I tried to make lots of small examples in the documentation to get the idea how everything is glued together.
The approach of merging vectorized and iterative code differs significantly from classic OOP approach of designing strategies, and will require you to rethink how strategies are formulated and implemented (which is kinda fun).
Finally, if you're looking for a pure backtesting solution - it's not. It's more of a data mining tool to get to know your market and approach better.
If it sounds cool enough, try it out! I would love if you'd give me some feedback and contribute to it at some point, as the codebase has grown very fast. Cheers.
Axion - A Global Currency, Built To Serve The People
What is Axion? Per Axion's website:
AXION is the answer to our global financial markets that are on the brink of disaster. The original solution to this impending collapse was Bitcoin, a decentralized peer-to-peer currency. However, since its inception, certain aspects of Bitcoin, such as lack of speed and high fees, have shifted Bitcoin into more of a store-of-value than a currency. Axion is the currency to address that. With a high-interest time-locked savings account, Participants in the Axion Network are rewarded daily.
Rewards people, not the corporate elite
Global & Scalable
How is AXION distributed?
Anyone holding Hex2T (pre-sale) tokens will receive AXION at a rate of 1:1
Hex holders will also receive AXION 1:1, limited at 10M AXION tokens. Hex holders will also be auto-locked for a year, with 2% releasing weekly. More details can be found in the whitepaper. If Hex holders do not claim their AXION tokens, they will become available for purchase in the Daily Auction every week.
The Daily Auction
Putting Tokens and Value into your pocket.
To get Axion, it needs to be claimed by Hex & Hex2T holders, the longer they wait to claim, the more penalties they face. About 2% of their total per week. This 2% is added into a daily auction pool where people can bid using ETH on the Axion tokens within it. If you bid 10% of the ETH on that day, you get 10% of the pool rewards. 80% of the ETH paid in the auction is then used to hyperdrive both the Axion token and the stakers earnings. First, the ETH is used to purchase the tokens, boosting the token price, and then those tokens are distributed to stakers, creating a very strong positive feedback loop.
Axion is on the path to becoming the ideal global currency.
For the first time in history, inflation is increasing the purchasing power of the people within the network. Axion has partnerships lined up to be integrated in online and in-person payment solutions, where you can pay for nearly everything in your every-day life using Axion. The merchants can accept FIAT (converted from Axion), or Axion itself. This is a global movement.
Axion: Built to Scale
500 Billion Initial Total Supply 1:1 Freeclaim ratio for Hex2T and Hex holders 80% of ETH Earned in auctions is used to buy back tokens 8% Annual inflation that goes Directly to stakers 100% of all purchased tokens Are distributed to stakers No Auto-Stake For hex2t holders 100% autostake for hex holders
How to buy:
**Video Tutorials:**Metamask Install – https://www.youtube.com/watch?v=htyEeKNHX5ABuy/Sell Axion (HEX2T) – https://www.youtube.com/watch?v=vYZBOkHIM5k How Do I Buy Axion (HEX2T)? Step One: Purchase Ethereum from your exchange of choice (Coinbase, Binance, etc). You can also purchase Ethereum through Metamask and have it sent directly to your Metamask wallet (More details on this in Step Three). If buying through Coinbase, you’ll have the option to use a linked bank account or a debit card. Funds purchased via linked bank account will have a hold period while the bank transaction clears, funds purchased via debit card will be available for use instantly. Step Two: Install the Metamask desktop browser extension and set up your Ethereum Wallet. You may also install the Metamask app on your Android smartphone and follow the same set up process in the linked video. (Apologies iOS users, the iOS Metamask app has restrictions that disable necessary features, you’ll have to use the desktop browser extension) Step Three: Once you have your Metamask wallet set up and your seed words properly saved, it’s time to deposit Ethereum to your wallet. – If you’ve purchased Ethereum on an exchange such as Coinbase or Binance, you’ll have to copy your wallet address from Metamask and withdraw the Ethereum from the exchange to your Metamask wallet address that you just copied. Be sure to check the wallet address multiple times before sending as transactions can not be reversed. – If you’d like to purchase Ethereum directly through Metamask, you can do so using the Wyre fiat gateway that is integrated into Metamask. Step Four: Now that you have Ethereum in your Metamask wallet, you can head over to our listing on the Uniswap Exchange to purchase Axion (HEX2T). We recommend using Fast GAS to speed up your transactions. You may also have to click on the gear icon in the top right on Uniswap to adjust your slippage limit when buying larger amounts. – If using the Metamask app on Android, you’ll have to access the in-app browser through the menu (three bars top left of app) and paste the provided link. – You will see a “From” input that should have ETH as the selected currency pointing to a “To (estimated)” output that should have HEX2T as the selected currency. The “From” input is the amount of Ethereum you will be spending and the “To (estimated)” output is the amount of HEX2T that you will receive for that amount of Ethereum. – Once you enter the amount of Ethereum you’d like to spend, the button at the bottom of the page should say “Approve”. This “Approve” function allows the exchange to access Ethereum in your wallet, which is necessary to complete this transaction. You’ll click the “Approve” button and the exchange will send a transaction to your wallet, which you will have to confirm. Wait for that Approve transaction to clear and once it does the button should change from “Approve” to “Swap”. – Now that you’ve given the exchange permission to use the Ethereum in your wallet, you can click the “Swap” button. This will send another transaction to your wallet that you’ll have to confirm. Once that transaction clears, you’ll have successfully purchased HEX2T with Ethereum! Side Note: If you can’t see the HEX2T that you’ve purchased in your Metamask wallet’s Asset list, you’ll have to add the token to your Asset list. At the bottom of the Asset list you will see an “Add Token” button, click on that and you’ll see a “Search” and a “Custom Token” tab. Click on the “Custom Token” tab and paste the following address (0xed1199093b1abd07a368dd1c0cdc77d8517ba2a0) into the “Custom Token Address” field, the rest of the info should auto-fill. Then click the “Next” button in the bottom right, and it should display your HEX2T balance, click the “Add Tokens” button and you should now see your HEX2T in your Asset list. **How Do I Sell Axion (HEX2T)?**To sell Axion (HEX2T), you essentially do the inverse of what you did to purchase it.Step One: Head over to Uniswap Exchange and click on ETH in the “From” input, a drop down list will appear and you’ll select HEX2T. In the “To (estimated)” output, click on “Select a Token” and select ETH. To clarify, if you want to sell, HEX2T should be on top, ETH should be on bottom. Step Two: Enter the amount of HEX2T you’d like to sell in the “From” input, the button at the bottom of the page should say “Approve”. This “Approve” function allows the exchange to access HEX2T in your wallet, which is necessary to complete this transaction. You’ll click the “Approve” button and the exchange will send a transaction to your wallet, which you will have to confirm. Wait for that Approve transaction to clear and once it does the button should change from “Approve” to “Swap”. – Now that you’ve given the exchange permission to use the HEX2T in your wallet, you can click the “Swap” button. This will send another transaction to your wallet that you’ll have to confirm. Once that transaction clears, you’ll have successfully sold HEX2T for Ethereum! If at any point you feel that you need help in this process, please do not hesitate to join our fast growingDiscordorTelegram.Once you’re in either of those communities you’ll be able to ask an admin or moderator for assistance.
Their legal proposal is 95% complete, per their Discord announcement - and most likely be finished in the coming days.
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Total Sent in Month Prior
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For newcomers: Criminal charges filed against BitMEX. Why this is a good thing for crypto
BitMEX, a centralized cryptocurrency exchange, was recently charged by the United States CFTC with failing to prevent money laundering and failing to implement other basic compliance procedures. For those unfamiliar with BitMEX: BitMEX is a trading platform that offers investors access to the global financial markets using only Bitcoin. BitMEX is built by finance professionals with over 40 years of combined experience and offers a comprehensive API and supporting tools. Gee, that doesn't sound so bad. Basically, you can buy and sell bitcoin on BitMEX. So what's the big deal? Well, from the BitMEX site: Does BitMEX offer leverage? Yes, BitMEX offers leverage on all of its products. The highest leverage BitMEX offers is up to 100x leverage on its Perpetual Bitcoin / USD Perpetual Contract. Okay, but what is leveraged trading exactly? According to thebalance.com, "100:1: One-hundred-to-one leverage means that for every $1 you have in your account, you can place a trade worth up to $100. This ratio is a typical amount of leverage offered on a standard lot account. The typical $2,000 minimum deposit for a standard account would give you the ability to control $200,000."
And herein lies my first issue with an unregulated exchange like BitMEX. When used in the crypto-space, I think leverage is some fucked up shit. With massive amounts of leverage, whales can manipulate the price of bitcoin while little fish like you and I are at the mercy of the gods. If the whales want to move the price higher, they can coordinate a leveraged 'attack' to increase the price of bitcoin. If they want to drop the price of bitcoin, they can similarly coordinate a massive sell off. This is often visualized as those exaggerated green and red spikes on a trading chart sending the price of bitcoin through lines of resistance or support. This, in turn, can then trigger further exaggerated selloffs. Additionally, inexperienced traders have little to no business trading on leveraged accounts. The vast majority of those who try will walk away in a world of pain carrying a huge loss on their shoulders. But... if some schmuck goes all in on leverage and loses their investment and goes broke, isn't that their fault? Well, yes. That would be a tough pill to swallow, but technically yes, it's their fault. But rather than laugh and point at this person, shouldn't we be encouraging others to embrace cryptocurrency? I think leverage exposes all the wrong things about trading cryptocurrency, yet leverage is exactly how centralized exchanges like BitMEX make their money. This leads me to my second point.
Criminal charges against a centralized exchange facilitates the need for decentralized exchanges. What the hell is a decentralized exchange? From wikipedia: A decentralized exchange (DEX) is a cryptocurrency exchange which operates in a decentralized way, i.e., without a central authority. Decentralized exchanges allow peer-to-peer trading of cryptocurrencies. Because users do not need to transfer their assets to the exchange, decentralized exchanges reduce the risk of theft from hacking of exchanges. Decentralized exchanges can also prevent price manipulation or faked trading volume through wash trading, and are more anonymous than exchanges which implement know your customer requirements. I remember when I first heard about decentralized exchanges I thought to myself... this is going to be huge! But then, no one seemed to share my excitement. Coinbase continued to thrive, followed by the likes of BitMEX and other centralized exchanges. Then, one by one, hack after hack, I finally began to see people move toward decentralized exchanges like uniswap.
I mentioned in another post that we are still in the early stages of crypto development. While bitcoin has been around for over a decade, we are just now beginning to gain traction in other areas of innovation and growth. If there was ever a time to break out of the same corrupt pattern of conventional finance, now is the time!
Stop measuring your wallet size in USD and start measuring in terms of REAL ASSETS
I've been considering the recent posts regarding Schiff's definition of real money, the Fed and the Founding Father's definition. Bitcoin, gold and silver meet the standard, while the USD barely scrapes by. What does the USD have that Bitcoin doesn't? We denominate the real economy in USD. The USD is backed by the biggest economy in the world. Goods, services, assets, commodities, real estate, precious metals and even crypto are all denominated in USD. Stop measuring your wallet size in USD - start measuring it in Wheat futures, oil Futures, Gold and Silver. Therefore, what we ultimately need is a new 'COMEX', a new 'NYSE' - one that is denominated in Bitcoin. Essentially we can put this into practice ourselves by denoting our crypto profits in REAL ASSETS - when crypto goes up against any of those REAL ASSETS (NOT USD), take profit and buy gold, silver or commodity futures. Whenever Bitcoin is weak against real assets, sell your futures and buy crypto. A practical way to do this is to use https://www.dailyfx.com/bitcoin charts - eg type XAGUSD/BTCUSD into the symbol field to see the current ratio of SilveBitcoin. This article talks about how to trade ratios and ratio trends: https://www.dailyfx.com/gold-price/trading-the-gold-silver-ratio.html In addition I strongly recommend accumulating physical bullion - we don't know what will happen to our futures when the economy collapses - but if all the crypto holders have real bullion, we will have the means to rebuild a real economy to back our digital assets. I've been stacking both crypto and silver since the start of the year, and patting myself on the back for it. Now I'm learning to trade Bitcoin off real assets to accumulate both. Ultimately I'd like to see someone start an exchange denominated in Bitcoin - but it is already possible to do something like that via a CFD exchange - just take your signals from dailyfx.com
Bitcoin - US Dollar Chart (BTC/USD) Conversion rate for Bitcoin to USD for today is $13,018.95. It has a current circulating supply of 18.5 Million coins and a total volume exchanged of $21,169,810,609 Bitcoin Charts. Blocks: 481823: Total BTC: 16.523M: Difficulty: 923233068449: Estimated: 887736944047 in 1 blks: Network total: 7983858.406 Thash/s: Blocks/hour: 7.25 / 497 s: Home; Bitcoin; Markets; Charts; About. Oct 23, 2020 09:28:30 (UTC) Advertise on Bitcoincharts. Welcome! Bitcoincharts provides financial and technical data related to the Bitcoin network. Bitcoin News 20 Jun 2018 Freedom ... BTC/USD: Aktueller Bitcoin - US-Dollar Kurs heute mit Chart, historischen Kursen und Nachrichten. Wechselkurs BTC in USD. BTC USD (Bitcoin / US Dollar) This is the most popular Bitcoin pair in the world. Bitcoin uses peer-to-peer technology to operate with no central authority or banks; managing transactions and the issuing of Bitcoins is carried out collectively by the network. Bitcoin is open-source; its design is public, nobody owns or controls this cryptocurrency and everyone can take part. Bitcoin price grew ... Bitcoincharts is the world's leading provider for financial and technical data related to the Bitcoin network. It provides news, markets, price charts and more.
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