Bitcoin Crash 2020 - Forbes

Scala

[link]

So I overlayed the Bitcoin value over a graph of the stock market crash of the 1920s (very crudely of course) /r/Bitcoin

So I overlayed the Bitcoin value over a graph of the stock market crash of the 1920s (very crudely of course) /Bitcoin submitted by BitcoinAllBot to BitcoinAll [link] [comments]

I want to optimize your program on a ppc64el-supercomputer with lots of Tesla V100-SXM2 GPUs for free

I've been working on a program to automatically adjust hyperparameters in a given range. That is things like number of neurons, number of layers etc. For this, I want to do this on real programs with real data that is actually useful. I've tried things like DeepSpeech, but I have immense problems getting it to work on a ppc64el-environment with some compiled dependencies. This will then be made into a paper.
So, I'd like to offer the following. If you have an application you'd like to be trained on a high performance computing cluster with hundreds of Tesla V100-SXM2 GPUS, for free!, than you can write me your suggestions here.
The following requirements must be met though:
- It has to be able to run on ppc64el Linux natively (i.e. you compiled it for it or it's only python and bash)
- It has to be free software (and legal, of course)
- No bitcoin mining or things like that
- Has to be a real world application with lots of data that is either freely accessible or you can give me a download link for
- The program needs to accept the parameters via a cli (i.e. "program.py --layers=10")
- There has to be a loss function that can be minimized (e.g. the number of errors made, or quadratic loss or whatever, only thing that matters is one number and lower meaning better)
- The result needs to be publically available, too.
I have as much parallel computing time as we need and can automatically try as many combination as we want until we have a good result. RAM is not an issue, I have about 440GB RAM on a node, and more than 30 nodes with 6 Teslas each.
I'd really be interested in good suggestions, from which I will chose one or maybe two. You'll also get fancy graphs of the GPU workload over time, and of the hyperparameter sets tried out. Anyone interested?
submitted by AskethMe to artificial [link] [comments]

Is there a website that tracks how many Bitcoin addresses have more than 1 BTC in them?

I have always been curious about this. One of the things I have heard through the years in crypto is 'OMG you need to get 1 Bitcoin, only X million people can have 1 Bitcoin, not even all the worlds millionaires can hold 1 Bitcoin at any one time! Owning 1 Bitcoin puts you in the top 1% of a new financial system...!' etc
But sometimes I feel there is a Fermi Paradox, where if only a very small percentage of the world can hold 1 Bitcoin, "where are" all the people that want to hold 1 Bitcoin? How quickly is the number of addresses that hold 1 Bitcoin going up? Extrapolating, how old will I be when the 'demand for 1 Bitcoin' exceeds the available supply in the network? Dead?
I am looking for a website that can show me this type of graph, so we can all see how the number of addresses has gone up and down over the years that contain over 1 Bitcoin, and track that into the future. I find it to be interesting to think about and would like to see.
I understand the concept of 'holding 1 Bitcoin' is arbitrary, and you can of course hold less than 1. But it cannot be argued that 'OMG just hold 1 Bitcoin' has been a strong message of a lot of people in the space since I can remember. Hence the curiosity.
For the record, I recently saw a video that said the current number of addresses with at least one Bitcoin is at approximately 800,000. It gives me no accurate idea of time or rate of change though.
submitted by doubled1c3 to CryptoCurrency [link] [comments]

In Light of CipherTrace, Let's Talk Opsec

So I was very skeptical at first, but Dave maybe convinced me about 10% that they have some level of capability in the direction they're suggesting. The techniques are stuff we've known, and it would require large computational resources, combined with loads of offchain data, but maybe they have taken efforts to the next level. It's my belief that govts and banks really dislike Monero. So with that in mind lets give them some small benefit of the doubt and take some creative license:
Again, they would need some serious computational power and off-chain data feeds. I also imagine that their models suffer from time-decay, especially without a constant stream of hueristic data. Notice at the end he emphasized opsec. Here, I really do believe him. So finally, lets talk opsec.
I have mixed feelings on this. One of our selling points is default privacy made easy. A lot of what I wrote above doesn't exactly sound simple. On the other hand, crypto is about self responsibility and knowledge. Most people ought to have been adhering to at least the basics (ToVPN, new subaddresses, run your own node). But even if we give CT the benefit of the doubt, the following is still true:
Newb use of Monero is far more private than ninja use of Bitcoin.
submitted by bawdyanarchist to Monero [link] [comments]

Wandering From the Path? | Monthly Portfolio Update - August 2020

Midway along the journey of our life I woke to find myself in a dark wood, for I had wandered off from the straight path.
Dante, The Divine Comedy: Inferno, Canto I
This is my forty-fifth portfolio update. I complete this update monthly to check my progress against my goal.
Portfolio goal
My objective is to reach a portfolio of $2 180 000 by 1 July 2021. This would produce a real annual income of about $87 000 (in 2020 dollars).
This portfolio objective is based on an expected average real return of 3.99 per cent, or a nominal return of 6.49 per cent.
Portfolio summary
Total portfolio value $1 848 896 (+$48 777 or 2.7%)
Asset allocation
Presented visually, below is a high-level view of the current asset allocation of the portfolio.
[Chart]
Comments
The portfolio has increased in value for the fifth consecutive month, and is starting to approach the monthly value last reached in January.
The portfolio has grown over $48 000, or 2.7 per cent this month, reflecting the strong market recovery since late March
[Chart]
The growth in the portfolio was broadly-based across global and Australian equities, with an increase of around 3.8 per cent. Following strong previous rises, gold holdings decreased by around 2.2 per cent, while Bitcoin continued to increase in value (by 2.5 per cent).
Combined, the value of gold and Bitcoin holdings remain at a new peak, while total equity holdings are still below their late January peak to the tune of around $50 000. The fixed income holdings of the portfolio continue to fall below the target allocation.
[Chart]
The expanding value of gold and Bitcoin holdings since January last year have actually had the practical effect of driving new investments into equities, since effectively for each dollar of appreciation, for example, my target allocation to equities rises by seven dollars.
New investments this month have been in the Vanguard international shares exchange-traded fund (VGS) and the Australian shares equivalent (VAS). These have been directed to bring my actual asset allocation more closely in line with the target split between Australian and global shares set out in the portfolio plan.
As the exchange traded funds such as VGS, VAS and Betashares A200 now make up nearly 30 per cent of the overall portfolio, the quarterly payments they provide have increased in magnitude and importance. Early in the journey, third quarter distributions were essentially immaterial events.
Using the same 'median per unit' forecast approach as recently used for half yearly forecasts would suggest a third quarter payout due at the end of September of around $6000. Due to significant announced dividend reductions across this year I am, however, currently assuming this is likely to be significantly lower, and perhaps in the vicinity of $4000 or less.
Finding true north: approach to achieving a set asset allocation
One of the choices facing all investors with a preferred asset allocation is how strictly the target is applied over time, and what variability is acceptable around that. There is a significant body of financial literature around that issue.
My own approach has been to seek to target the preferred asset allocation dynamically, through buying the asset class that is furthest from its target, with new portfolio contributions, and re-investment of paid out distributions.
As part of monitoring asset allocation, I also track a measure of 'absolute' variance, to understand at a whole of portfolio level how far it is from the desired allocation.
This is the sum of the absolute value of variances (e.g. so that being 3 per cent under target in shares, and 7 per cent over target in fixed interest will equal an absolute variance of 10 per cent under this measure).
This measure is currently sitting near its highest level in around 2 years, at 15.0 per cent, as can be seen in the chart below.
[Chart]
The dominant reason for this higher level of variance from target is significant appreciation in the price of gold and Bitcoin holdings.
Mapping the sources of portfolio variances
Changes in target allocations in the past makes direct comparisons problematic, but previous peaks of the variance measure matches almost perfectly past Bitcoin price movements.
For a brief period in January 2018, gold and Bitcoin combined constituted 20 per cent, or 1 in 5 dollars of the entire portfolio. Due to the growth in other equity components of the portfolio since this level has not been subsequently exceeded.
Nonetheless, it is instructive to understand that the dollar value of combined gold and Bitcoin holdings is actually up around $40 000 from that brief peak. With the larger portfolio, this now means they together make up 17.2 per cent of the total portfolio value.
Tacking into the wind of portfolio movements?
The logical question to fall out from this situation is: to what extent should this drive an active choice to sell down gold and Bitcoin until they resume their 10 per cent target allocation?
This would currently imply selling around $130 000 of gold or Bitcoin, and generating a capital gains tax liability of potentially up to $27 000. Needless to say this is not an attractive proposition. Several other considerations lead me to not make this choice:
This approach is a departure from a mechanistic implementation of an asset allocation rule. Rather, the approach I take is pragmatic.
Tracking course drift in the portfolio components
As an example, I regularly review whether a significant fall in Bitcoin prices to its recent lows would alter my monthly decision on where to direct new investments. So far it does not, and the 'signal' continues to be to buy new equities.
Another tool I use is a monthly measurement of the absolute dollar variance of Australian and global shares, as well as fixed interest, from their ideal target allocations.
The chart below sets this out for the period since January 2019. A positive value effectively represents an over-allocation to a sector, a negative value, an under-allocation compared to target.
[Chart]
This reinforces the overall story that, as gold and Bitcoin have grown in value, there emerges a larger 'deficit' to the target. Falls in equities markets across February and March also produce visibly larger 'dollar gaps' to the target allocation.
This graph enables a tracking of the impact of portfolio gains or losses, and volatility, and a better understanding of the practical task of returning to target allocations. Runaway lines in either direction would be evidence that current approaches for returning to targets were unworkable, but so far this does not appear to be the case.
A crossing over: a credit card FI milestone
This month has seen a long awaited milestone reached.
Calculated on a past three year average, portfolio distributions now entirely meet monthly credit card expenses. This means that every credit card purchase - each shopping trip or online purchase - is effectively paid for by average portfolio distributions.
At the start of this journey, distributions were only equivalent to around 40 per cent of credit card expenses. As time has progressed distributions have increased to cover a larger and larger proportion of card expenses.
[Chart]
Most recently, with COVID-19 related restrictions having pushed card expenditure down further, the remaining gap to this 'Credit Card FI' target has closed.
Looked at on an un-smoothed basis, expenditures on the credit card have continued to be slightly lower than average across the past month. The below chart details the extent to which portfolio distributions (red) cover estimated total expenses (green), measured month to month.
[Chart]
Credit card expenditure makes up around 80 per cent of total spending, so this is not a milestone that makes paid work irrelevant or optional. Similarly, if spending rises as various travel and other restrictions ease, it is possible that this position could be temporary.
Equally, should distributions fall dramatically below long term averages in the year ahead, this could result in average distributions falling faster than average monthly card expenditure. Even without this, on a three year average basis, monthly distributions will decline as high distributions received in the second half of 2017 slowly fall out of the estimation sample.
For the moment, however, a slim margin exists. Distributions are $13 per month above average monthly credit card bills. This feels like a substantial achievement to note, as one unlooked for at the outset of the journey.
Progress
Progress against the objective, and the additional measures I have reached is set out below.
Measure Portfolio All Assets
Portfolio objective – $2 180 000 (or $87 000 pa) 84.8% 114.6%
Credit card purchases – $71 000 pa 103.5% 139.9%
Total expenses – $89 000 pa 82.9% 112.1%
Summary
What feels like a long winter is just passed. The cold days and weeks have felt repetitive and dominated by a pervasive sense of uncertainty. Yet through this time, this wandering off, the portfolio has moved quite steadily back towards it previous highs. That it is even approaching them in the course of just a few months is unexpected.
What this obscures is the different components of growth driving this outcome. The portfolio that is recovering, like the index it follows, is changing in its underlying composition. This can be seen most starkly in the high levels of variance from the target portfolio sought discussed above.
It is equally true, however, of individual components such as international equity holdings. In the case of the United States the overall index performance has been driven by share price growth in just a few information technology giants. Gold and Bitcoin have emerged from the shadows of the portfolio to an unintended leading role in portfolio growth since early 2019.
This month I have enjoyed reading the Chapter by Chapter release of the Aussie FIRE e-book coordinated by Pearler. I've also been reading posts from some newer Australian financial independence bloggers, Two to Fire, FIRE Down Under, and Chasing FIRE Down Under.
In podcasts, I have enjoyed the Mad Fientist's update on his fourth year of financial freedom, and Pat and Dave's FIRE and Chill episodes, including an excellent one on market timing fallacies.
The ASX Australian Investor Study 2020 has also been released - setting out some broader trends in recent Australian investment markets, and containing a snapshot of the holdings, approaches and views of everyday investors. This contained many intriguing findings, such as the median investment portfolio ($130 000), its most frequent components (direct Australian shares), and how frequently portfolios are usually checked - with 61 per cent of investors checking their portfolios at least once a month.
This is my own approach also. Monthly assessments allow me to gauge and reflect on how I or elements of the portfolio may have wandered off the straight way in the middle of the journey. Without this, the risk is that dark woods and bent pathways beckon.
The post, links and full charts can be seen here.
submitted by thefiexpl to fiaustralia [link] [comments]

DDDD - The Rise of “Buy the Dip” Retail Investors and Why Another Crash Is Imminent

DDDD - The Rise of “Buy the Dip” Retail Investors and Why Another Crash Is Imminent
In this week's edition of DDDD (Data-driven DD), I'll be going over the real reason why we have been seeing a rally for the past few weeks, defying all logic and fundamentals - retail investors. We'll look into several data sets to see how retail interest in stock markets have reached record levels in the past few weeks, how this affected stock prices, and why we've most likely seen the top at this point, unless we see one of the "positive catalysts" that I mentioned in my previous post, which is unlikely (except for more news about Remdesivir).
Disclaimer - This is not financial advice, and a lot of the content below is my personal opinion. In fact, the numbers, facts, or explanations presented below could be wrong and be made up. Don't buy random options because some person on the internet says so; look at what happened to all the SPY 220p 4/17 bag holders. Do your own research and come to your own conclusions on what you should do with your own money, and how levered you want to be based on your personal risk tolerance.
Inspiration
Most people who know me personally know that I spend an unhealthy amount of my free time in finance and trading as a hobby, even competing in paper options trading competitions when I was in high school. A few weeks ago, I had a friend ask if he could call me because he just installed Robinhood and wanted to buy SPY puts after seeing everyone on wallstreetbets post gains posts from all the tendies they’ve made from their SPY puts. The problem was, he actually didn’t understand how options worked at all, and needed a thorough explanation about how options are priced, what strike prices and expiration dates mean, and what the right strategy to buying options are. That’s how I knew we were at the euphoria stage of buying SPY puts - it’s when dumb money starts to pour in, and people start buying securities because they see everyone else making money and they want in, even if they have no idea what they’re buying, and price becomes dislocated from fundementals. Sure enough, less than a week later, we started the bull rally that we are currently in. Bubbles are formed when people buy something not because of logic or even gut feeling, but when people who previously weren’t involved see their dumb neighbors make tons of money from it, and they don’t want to miss out.
A few days ago, I started getting questions from other friends about what stocks they should buy and if I thought something was a good investment. That inspired me to dig a bit deeper to see how many other people are thinking the same thing.
Data
Ever since March, we’ve seen an unprecedented amount of money pour into the stock market from retail investors.
Google Search Trends
\"what stock should I buy\" Google Trends 2004 - 2020
\"what stock should I buy\" Google Trends 12 months
\"stocks\" Google Trends 2004 - 2020
\"stocks\" Google Trends 12 months
Brokerage data
Robinhood SPY holders
\"Robinhood\" Google Trends 12 months
wallstreetbets' favorite broker Google Trends 12 months
Excerpt from E*Trade earnings statement
Excerpt from Schwab earnings statement
TD Ameritrade Excerpt
Media
cnbc.com Alexa rank
CNBC viewership & rankings
wallstreetbets comments / day

investing comments / day
Analysis
What we can see from Reddit numbers, Google Trends, and CNBC stats is that in between the first week of March and first week of April, we see a massive inflow of retail interest in the stock market. Not only that, but this inflow of interest is coming from all age cohorts, from internet-using Zoomers to TV-watching Boomers. Robinhood SPY holdings and earnings reports from E*Trade, TD Ameritrade, and Schwab have also all confirmed record numbers of new clients, number of trades, and assets. There’s something interesting going on if you look closer at the numbers. The numbers growth in brokers for designed for “less sophisticated” investors (i.e. Robinhood and E*Trade) are much larger than for real brokers (i.e. Schwab and Ameritrade). This implies that the record number of new users and trade volume is coming from dumb money. The numbers shown here only really apply to the US and Canada, but there’s also data to suggest that there’s also record numbers of foreign investors pouring money into the US stock market as well.
However, after the third week of March, we see the interest start to slowly decline and plateau, indicating that we probably have seen most of those new investors who wanted to have a long position in the market do so.
SPX daily
Rationale
Pretty much everything past this point is purely speculation, and isn’t really backed up by any solid data so take whatever I say here with a cup of salt. We could see from the graph that new investor interest started with the first bull trap we saw in the initial decline from early March, and peaking right after the end of the crash in March. So it would be fair to guess that we’re seeing a record amount of interest in the stock market from a “buy the dip” mentality, especially from Robinhood-using Millennials. Here’s a few points on my rationalization of this behavior, based on very weak anecdotal evidence
  • They missed out of their chance of getting in the stock market at the start of the bull market that happened at the end of 2009
  • They’ve all seen the stock market make record gains throughout their adult lives, but believing that the market might be overheated, they were waiting for a crash
  • Most of them have gotten towards the stage of their lives where they actually have some savings and can finally put some money aside for investments
  • This stock market crash seems like their once-in-a-decade opportunity that they’ve been waiting for, so everyone jumped in
  • Everyone’s stuck at their homes with vast amounts of unexpected free time on their hands
Most of these new investors got their first taste in the market near the bottom, and probably made some nice returns. Of course, since they didn’t know what they were doing, they probably put a very small amount of money at first, but after seeing a 10% return over one week, validating that maybe they do know something, they decide to slowly pour in more and more of their life savings. That’s what’s been fueling this bull market.
Sentiment & Magic Crayons
As I mentioned previously, this bull rally will keep going until enough bears convert to bulls. Markets go up when the amount of new bullish positions outnumber the amount of new bearish positions, and vice versa. Record amounts of new investors, who previously never held a position in the market before, fueled the bullish side of this equation, despite all the negative data that has come out and dislocating the price from fundamentals. All the smart money that was shorting the markets saw this happening, and flipped to become bulls because you don’t fight the trend, even if the trend doesn’t reflect reality.
From the data shown above, we can see new investor interest growth has started declining since mid March and started stagnating in early April. The declining volume in SPY since mid-March confirms this. That means, once the sentiment of the new retail investors starts to turn bearish, and everyone figures out how much the stocks they’re holding are really worth, another sell-off will begin. I’ve seen something very similar to this a few years ago with Bitcoin. Near the end of 2017, Bitcoin started to become mainstream and saw a flood of retail investors suddenly signing up for Coinbase (i.e. Robinhood) accounts and buying Bitcoin without actually understanding what it is and how it works. Suddenly everyone, from co-workers to grandparents, starts talking about Bitcoin and might have thrown a few thousand dollars into it. This appears to be a very similar parallel to what’s going on right now. Of course there’s differences here in that equities have an intrinsic value, although many of them have gone way above what they should be intrinsically worth, and the vast majority of retail investors don’t understand how to value companies. Then, during December, when people started thinking that the market was getting a bit overheated, some started taking their profits, and that’s when the prices crashed violently. This flip in sentiment now look like it has started with equities.
SPY daily
Technical Analysis, or magic crayons, is a discipline in finance that uses statistical analysis to predict market trends based on market sentiment. Of course, a lot of this is hand-wavy and is very subjective; two people doing TA on the same price history can end up getting opposite results, so TA should always be taken with a grain of salt and ideally be backed with underlying justification and not be blindly followed. In fact, I’ve since corrected the ascending wedge I had on SPY since my last post since this new wedge is a better fit for the new trading data.
There’s a few things going on in this chart. The entire bull rally we’ve had since the lows can be modelled using a rising wedge. This is a pattern where there is a convergence of a rising support and resistance trendline, along with falling volume. This indicates a slow decline in net bullish sentiment with investors, with smaller and smaller upside after each bounce off the support until it hits a resistance. The smaller the bounces, the less bullish investors are. When the bearish sentiment takes over across investors, the price breaks below this wedge - a breakdown, and indicates a start of another downtrend.
This happened when the wedge hit resistance at around 293, which is around the same price as the 200 day moving average, the 62% retracement (considered to be the upper bound of a bull trap), and a price level that acted as a support and resistance throughout 2019. The fact that it gapped down to break this wedge is also a strong signal, indicating a sudden swing in investor sentiment overnight. The volume of the break down also broke the downwards trend of volume we’ve had since the beginning of the bull rally, indicating a sudden surge of people selling their shares. This doesn’t necessarily mean that we will go straight from here, and I personally think that we will see the completion of a heads-and-shoulders pattern complete before SPY goes below 274, which in itself is a strong support level. In other words, SPY might go from 282 -> 274 -> 284 -> 274 before breaking the 274 support level.
VIX Daily
Doing TA is already sketchy, and doing TA on something like VIX is even more sketchy, but I found this interesting so I’ll mention it. Since the start of the bull rally, we’ve had VIX inside a descending channel. With the breakdown we had in SPY yesterday, VIX has also gapped up to have a breakout from this channel, indicating that we may see future volatility in the next week or so.
Putting Everything Together
Finally, we get to my thesis. This entire bull rally has been fueled by new retail investors buying the dip, bringing the stock price to euphoric levels. Over the past few weeks, we’ve been seeing the people waiting at the sidelines for years to get into the stock market slowly FOMO into the rally in smaller and smaller volumes, while the smart money have been locking in their profits at an even slower rate - hence an ascending wedge. As the amount of new retail interest in the stock market started slowed down, the amount of new bulls started to decline. It looks like Friday might have been the start of the bearish sentiment taking over, meaning it’s likely that 293 was the top, unless any significant bullish events happen in the next two weeks like a fourth round of stimulus, in which case we might see 300. This doesn’t mean we’ll instantly go back to circuit breakers on Monday, and we might see 282 -> 274 -> 284 -> 274 happen before panic, this time by the first-time investors, eventually bringing us down towards SPY 180.
tldr; we've reached the top
EDIT - I'll keep a my live thoughts here as we move throughout this week in case anyone's still reading this and interested.
5/4 8PM - /ES was red last night but steadily climbed, which was expected since 1h RSI was borderline oversold, leaving us to a slightly green day. /ES looks like it has momentum going up, but is approaching towards overbought territory now. Expecting it to go towards 284 (possibly where we'll open tomorrow) and bouncing back down from that price level
5/5 Market Open - Well there goes my price target. I guess at this point it might go up to 293 again, but will need a lot of momentum to push back there to 300. Seems like this is being driven by oil prices skyrocketing.
5/5 3:50PM - Volume for the upwards price action had very little volume behind it. Seeing a selloff EOD today, could go either way although I have a bearish bias. Going to hold cash until it goes towards one end of the 274-293 channel (see last week's thesis). Still believe that we will see it drop below 274 next week, but we might be moving sideways in the channel this week and a bit of next week before that happens. Plan for tomorrow is buy short dated puts if open < 285. Otherwise, wait till it goes to 293 before buying those puts
5/5 6PM - What we saw today could be a false breakout above 284. Need tomorrow to open below 285 for that to be confirmed. If so, my original thesis of it going back down to 274 before bouncing back up will still be in play.
5/6 EOD - Wasn't a false breakout. Looks like it's still forming the head-and-shoulders pattern mentioned before, but 288 instead of 284 as the level. Still not sure yet so I'm personally going to be holding cash and waiting this out for the next few days. Will enter into short positions if we either go near 293 again or drop below 270. Might look into VIX calls if VIX goes down near 30.
5/7 Market Open - Still waiting. If we break 289 we're probably heading to 293. I'll make my entry to short positions when we hit that a second time. There's very little bullish momentum left (see MACD 1D), so if we hit 293 and then drop back down, we'll have a MACD crossover event which many traders and algos use as a sell signal. Oil is doing some weird shit.
5/7 Noon - Looks like we're headed to 293. Picked up VIX 32.5c 5/27 since VIX is near 30.
5/7 11PM - /ES is hovering right above 2910, with 4h and 1h charts are bullish from MACD and 1h is almost overbought in RSI. Unless something dramatic happens we'll probably hit near 293 tomorrow, which is where I'll get some SPY puts. We might drop down before ever touching it, or go all the way to 295 (like last time) during the day, but expecting it to close at or below 293. After that I'm expecting a gap down Monday as we start the final leg down next week towards 274. Expecting 1D MACD to crossover in the final leg down, which will be a signal for bears to take over and institutions / day traders will start selling again
5/8 Market Open - Plan is to wait till a good entry today, either when technicals looks good or we hit 293, and then buy some SPY June 285p and July 275p
5/8 Noon - Everything still going according to plan. Most likely going to slowly inch towards 293 by EOD. Will probably pick up SPY puts and more VIX calls at power hour (3 - 4PM). Monday will probably gap down, although there's a small chance of one more green / sideways day before that happens if we have bullish catalysts on the weekend.
5/8 3:55PM - SPY at 292.60. This is probably going to be the closest we get to 293. Bought SPY 290-260 6/19 debit spreads and 292-272 5/15 debit spreads, as well as doubling down on VIX calls from yesterday, decreasing my cost basis. Still looks like there's room for one more green day on Monday, so I left some money on the side to double down if that's the case, although it's more likely than not we won't get there.
5/8 EOD - Looks like we barely touched 293 exactly AH before rebounding down. Too bad you can't buy options AH, but more convinced we'll see a gap down on Monday. Going to work on another post over the weekend and do my updates there. Have a great weekend everyone!
submitted by ASoftEngStudent to wallstreetbets [link] [comments]

How I plan to identify and sell the top of the next market cycle.

In this post I will share with you some of the strategies I will use to identify the next market cycle top so I can sell for maximum profits (and of course buy back in later in the subsequent bear market!) In the first part of this post I will discuss the resources I will use and in the second part I will discuss tactics in selling and risk management.

Indicators

As the bull run begins to drag on and the price of ETH starts getting closer and closer to $10k I will begin to start watching many of the data science charts over at Look into Bitcoin. This will not be the only source I will use since there are great custom tools on TradingView too as well as more subjective indicators such as friends and family talking crypto and hearing about crypto again in the mainstream media. I’d also like to note that many of the indicators I will be looking at will be Bitcoin focused despite my ETH centred portfolio. Like it or not, this market is still Bitcoin dominated and despite the many proponents of an ETH flippening (myself included), it is quite likely that we will not see it this cycle due to the macro investing environment favouring assets which are good stores of value to weather the uncertainty. Ultimately, Bitcoin has the best store of value meme in crypto and that will be very powerful in the coming years.
I think it is likely that the time for Ethereum or a network like Ethereum with a yielding asset (ETH under ETH 2.0) and a native economy of DeFi, DApps, NFTs and much more will be once all of the stock market uncertainty is over and investors are ready to take on more risk again. I am of course still expecting Ethereum and altcoins to outperform Bitcoin this cycle. However, I think that Bitcoin losing the number 1 spot will be more likely to happen between 2023 and 2030 rather than in the next 2-3 years. I hope I am wrong though.
While most of the indicators on Looking into Bitcoin are useful, I will list the ones I’ll be focusing on the most here:
And finally my favourite, the Golden Ratio Multiplier. This indicator has been remarkably accurate at predicting tops using the golden ratio (1.6) and the fibonacci sequence (0, 1, 1, 2, 3, 5, 8, 13, 21) multiplied by the 350 day moving average. With each market cycle, the 350 day moving average is multiplied by the next number down in the fibonacci sequence. For example, the 2013 peak only just passed above the 350 day moving average multiplied by 8 and the 2017 bull market just touched the 350 day moving average multiplied by 5. So if this indicator is to work in the next cycle, we can expect the price to slightly exceed 3 times the value of the 350 day moving average. This indicator also worked for Ethereum in the 2017 bull run. While there is no graph for it, on the 13th of January, when ETH hit a peak of $1,419, the 350 day moving average was at $270. $270 multiplied by 5 is $1,350. If you sold at $1,350 you sold incredibly close to the top and I don’t think that any macro traders/long term traders would complain about that timing.
I’d like to note that while indicators like the Golden Ratio Multiplier factors in for less explosive growth each cycle, not all of the above indicators do. So be cautious of this when you think the peak is near as it may be closer than you think. In saying that, there is a lot of luck involved so I should also point out that it also might not be closer than you think. However, it would be better to sell before the peak at say $10,000/BTC as of 2017 than to be left holding all of your crypto when the bear market begins since Bitcoin didn’t spend much time above $10,000/BTC after the $20K peak. Ultimately it is up to you to decide your risk appetite and how well you want to try and time the market. For me, I will definitely be on the conservative side so that I don’t miss the boat completely and hopefully I will be able to sell most of my crypto just before we peak rather than afterwards.

Risk Management

Since timing the top requires a lot of luck, a good method of mitigating the risk is to spread out when you sell. I’m going to share with you my personal strategy but I recommend that you create your own strategy or use this as a basis from which you can use to adjust and tweak it to optimally suit your situation. If you have a large stack, you will probably want to sell early since you might not need such spectacular gains to lock in some life changing money. On the other hand, if you have a smaller stack or if you are younger, you can afford to take more risk and might want to try and time the absolute peak a bit better to get that much closer to making some life changing money. Personally, while my stack isn’t very big in dollar terms, it is a significant % of my net worth and so I don’t have a high risk tolerance with it (at least relative to other people in crypto!) For this reason I will be selling a little bit on the early side.
My plan has three pots of crypto. 20% of my crypto I will hold indefinitely since I very strongly believe in the long term prospect of ETH and BTC as investments. This way if I time the markets terribly, I will always have some skin in the crypto game. The second pot of crypto is 40% which I will sell on the way up to take some profits and I don’t intend on putting this money back into crypto. Initially I will be selling very small amounts of this 40% and as the indicators listed above get closer and closer to calling a top, I will sell larger proportions of this crypto. I haven’t set specific target numbers since things change fast in this space and I feel like the best decisions in this case are made in the moment. For example, estimating a market top is hard when it is 2-3 years away, but it is much easier when it is just months or weeks away. Once again, this is just personal preference. Many of you will find that setting targets now makes it easier for you to pull the trigger and take some profits when everyone else is calling $1M BTC while it is at $100K or calling for $100K ETH when the current price might be $10K.
Finally, the last 40% I will sell all at once when I feel like we are at the top and I am confident that the price will be lower a year on from that point in time. With this 40% I will try and buy back during the bear market with the help of many of the same indicators I listed above from Look into Bitcoin. I will also use some indicators which I didn’t mention above since some are better designed at identifying market bottoms. My goal is to be able to buy back the number of BTC and ETH I held before I sold anything with this 40% (plus the 20% I didn’t sell). This is a big ask but it is better in life to set hard goals that seem unattainable or unrealistic than it is to set easy goals.
To summarise my portfolio strategy, 20% of my portfolio is an indefinite hold, 40% I will sell on the way up and I do not intend on buying back into crypto with this money so I can avoid being over-exposed to crypto. The last 40% I will use to try and sell the top and buy the bottom.

Closing Notes

As a closing note I would like to say that it will be important to be aware of the power of greed and FOMO. Do not under-estimate these emotions and try to remain a grounded and rational investor. Don’t be scared to take profits. I know from experience trading altcoins that it is better to exit a position early and miss out on another 100% price increase than it is to hold through a bear market and take >90% losses. If you go into this bullrun telling yourself you will take profits on the way up, you will have no reason to regret any early sales since you will know that you made a rational trade and not an emotional trade.
submitted by Tricky_Troll to ethfinance [link] [comments]

ETHE & GBTC (Grayscale) Frequently Asked Questions

It is no doubt Grayscale’s booming popularity as a mainstream investment has caused a lot of community hullabaloo lately. As such, I felt it was worth making a FAQ regarding the topic. I’m looking to update this as needed and of course am open to suggestions / adding any questions.
The goal is simply to have a thread we can link to anyone with questions on Grayscale and its products. Instead of explaining the same thing 3 times a day, shoot those posters over to this thread. My hope is that these questions are answered in a fairly simple and easy to understand manner. I think as the sub grows it will be a nice reference point for newcomers.
Disclaimer: I do NOT work for Grayscale and as such am basing all these answers on information that can be found on their website / reports. (Grayscale’s official FAQ can be found here). I also do NOT have a finance degree, I do NOT have a Series 6 / 7 / 140-whatever, and I do NOT work with investment products for my day job. I have an accounting background and work within the finance world so I have the general ‘business’ knowledge to put it all together, but this is all info determined in my best faith effort as a layman. The point being is this --- it is possible I may explain something wrong or missed the technical terms, and if that occurs I am more than happy to update anything that can be proven incorrect
Everything below will be in reference to ETHE but will apply to GBTC as well. If those two segregate in any way, I will note that accordingly.
What is Grayscale? 
Grayscale is the company that created the ETHE product. Their website is https://grayscale.co/
What is ETHE? 
ETHE is essentially a stock that intends to loosely track the price of ETH. It does so by having each ETHE be backed by a specific amount of ETH that is held on chain. Initially, the newly minted ETHE can only be purchased by institutions and accredited investors directly from Grayscale. Once a year has passed (6 months for GBTC) it can then be listed on the OTCQX Best Market exchange for secondary trading. Once listed on OTCQX, anyone investor can purchase at this point. Additional information on ETHE can be found here.
So ETHE is an ETF? 
No. For technical reasons beyond my personal understandings it is not labeled an ETF. I know it all flows back to the “Securities Act Rule 144”, but due to my limited knowledge on SEC regulations I don’t want to misspeak past that. If anyone is more knowledgeable on the subject I am happy to input their answer here.
How long has ETHE existed? 
ETHE was formed 12/14/2017. GBTC was formed 9/25/2013.
How is ETHE created? 
The trust will issue shares to “Authorized Participants” in groups of 100 shares (called baskets). Authorized Participants are the only persons that may place orders to create these baskets and they do it on behalf of the investor.
Source: Creation and Redemption of Shares section on page 39 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
Note – The way their reports word this makes it sound like there is an army of authorizers doing the dirty work, but in reality there is only one Authorized Participant. At this moment the “Genesis” company is the sole Authorized Participant. Genesis is owned by the “Digital Currency Group, Inc.” which is the parent company of Grayscale as well. (And to really go down the rabbit hole it looks like DCG is the parent company of CoinDesk and is “backing 150+ companies across 30 countries, including Coinbase, Ripple, and Chainalysis.”)
Source: Digital Currency Group, Inc. informational section on page 77 of the “Grayscale Bitcoin Trust (BTC) Form 10-K (2019)” – Located Here
Source: Barry E. Silbert informational section on page 75 of the “Grayscale Bitcoin Trust (BTC) Form 10-K (2019)” – Located Here
How does Grayscale acquire the ETH to collateralize the ETHE product? 
An Investor may acquire ETHE by paying in cash or exchanging ETH already owned.
Source: Creation and Redemption of Shares section on page 40 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
Where does Grayscale store their ETH? Does it have a specific wallet address we can follow? 
ETH is stored with Coinbase Custody Trust Company, LLC. I am unaware of any specific address or set of addresses that can be used to verify the ETH is actually there.
As an aside - I would actually love to see if anyone knows more about this as it’s something that’s sort of peaked my interest after being asked about it… I find it doubtful we can find that however.
Source: Part C. Business Information, Item 8, subsection A. on page 16 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
Can ETHE be redeemed for ETH? 
No, currently there is no way to give your shares of ETHE back to Grayscale to receive ETH back. The only method of getting back into ETH would be to sell your ETHE to someone else and then use those proceeds to buy ETH yourself.
Source: Redemption Procedures on page 41 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
Why are they not redeeming shares? 
I think the report summarizes it best:
Redemptions of Shares are currently not permitted and the Trust is unable to redeem Shares. Subject to receipt of regulatory approval from the SEC and approval by the Sponsor in its sole discretion, the Trust may in the future operate a redemption program. Because the Trust does not believe that the SEC would, at this time, entertain an application for the waiver of rules needed in order to operate an ongoing redemption program, the Trust currently has no intention of seeking regulatory approval from the SEC to operate an ongoing redemption program.
Source: Redemption Procedures on page 41 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
What is the fee structure? 
ETHE has an annual fee of 2.5%. GBTC has an annual fee of 2.0%. Fees are paid by selling the underlying ETH / BTC collateralizing the asset.
Source: ETHE’s informational page on Grayscale’s website - Located Here
Source: Description of Trust on page 31 & 32 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
What is the ratio of ETH to ETHE? 
At the time of posting (6/19/2020) each ETHE share is backed by .09391605 ETH. Each share of GBTC is backed by .00096038 BTC.
ETHE & GBTC’s specific information page on Grayscale’s website updates the ratio daily – Located Here
For a full historical look at this ratio, it can be found on the Grayscale home page on the upper right side if you go to Tax Documents > 2019 Tax Documents > Grayscale Ethereum Trust 2019 Tax Letter.
Why is the ratio not 1:1? Why is it always decreasing? 
While I cannot say for certain why the initial distribution was not a 1:1 backing, it is more than likely to keep the price down and allow more investors a chance to purchase ETHE / GBTC.
As noted above, fees are paid by selling off the ETH collateralizing ETHE. So this number will always be trending downward as time goes on.
Source: Description of Trust on page 32 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
I keep hearing about how this is locked supply… explain? 
As noted above, there is currently no redemption program for converting your ETHE back into ETH. This means that once an ETHE is issued, it will remain in circulation until a redemption program is formed --- something that doesn’t seem to be too urgent for the SEC or Grayscale at the moment. Tiny amounts will naturally be removed due to fees, but the bulk of the asset is in there for good.
Knowing that ETHE cannot be taken back and destroyed at this time, the ETH collateralizing it will not be removed from the wallet for the foreseeable future. While it is not fully locked in the sense of say a totally lost key, it is not coming out any time soon.
Per their annual statement:
The Trust’s ETH will be transferred out of the ETH Account only in the following circumstances: (i) transferred to pay the Sponsor’s Fee or any Additional Trust Expenses, (ii) distributed in connection with the redemption of Baskets (subject to the Trust’s obtaining regulatory approval from the SEC to operate an ongoing redemption program and the consent of the Sponsor), (iii) sold on an as-needed basis to pay Additional Trust Expenses or (iv) sold on behalf of the Trust in the event the Trust terminates and liquidates its assets or as otherwise required by law or regulation.
Source: Description of Trust on page 31 of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
Grayscale now owns a huge chunk of both ETH and BTC’s supply… should we be worried about manipulation, a sell off to crash the market crash, a staking cartel? 
First, it’s important to remember Grayscale is a lot more akin to an exchange then say an investment firm. Grayscale is working on behalf of its investors to create this product for investor control. Grayscale doesn’t ‘control’ the ETH it holds any more then Coinbase ‘controls’ the ETH in its hot wallet. (Note: There are likely some varying levels of control, but specific to this topic Grayscale cannot simply sell [legally, at least] the ETH by their own decision in the same manner Coinbase wouldn't be able to either.)
That said, there shouldn’t be any worry in the short to medium time-frame. As noted above, Grayscale can’t really remove ETH other than for fees or termination of the product. At 2.5% a year, fees are noise in terms of volume. Grayscale seems to be the fastest growing product in the crypto space at the moment and termination of the product seems unlikely.
IF redemptions were to happen tomorrow, it’s extremely unlikely we would see a mass exodus out of the product to redeem for ETH. And even if there was incentive to get back to ETH, the premium makes it so that it would be much more cost effective to just sell your ETHE on the secondary market and buy ETH yourself. Remember, any redemption is up to the investors and NOT something Grayscale has direct control over.
Yes, but what about [insert criminal act here]… 
Alright, yes. Technically nothing is stopping Grayscale from selling all the ETH / BTC and running off to the Bahamas (Hawaii?). BUT there is no real reason for them to do so. Barry is an extremely public figure and it won’t be easy for him to get away with that. Grayscale’s Bitcoin Trust creates SEC reports weekly / bi-weekly and I’m sure given the sentiment towards crypto is being watched carefully. Plus, Grayscale is making tons of consistent revenue and thus has little to no incentive to give that up for a quick buck.
That’s a lot of ‘happy little feels’ Bob, is there even an independent audit or is this Tether 2.0? 
Actually yes, an independent auditor report can be found in their annual reports. It is clearly aimed more towards the financial side and I doubt the auditors are crypto savants, but it is at least one extra set of eyes. Auditors are Friedman LLP – Auditor since 2015.
Source: Independent Auditor Report starting on page 116 (of the PDF itself) of the “Grayscale Ethereum Trust Annual Report (2019)” – Located Here
As mentioned by user TheCrpytosAndBloods (In Comments Below), a fun fact:
The company’s auditors Friedman LLP were also coincidentally TetheBitfinex’s auditors until They controversially parted ways in 2018 when the Tether controversy was at its height. I am not suggesting for one moment that there is anything shady about DCG - I just find it interesting it’s the same auditor.
“Grayscale sounds kind of lame” / “Not your keys not your crypto!” / “Why is anyone buying this, it sounds like a scam?” 
Welp, for starters this honestly is not really a product aimed at the people likely to be reading this post. To each their own, but do remember just because something provides no value to you doesn’t mean it can’t provide value to someone else. That said some of the advertised benefits are as follows:
So for example, I can set up an IRA at a brokerage account that has $0 trading fees. Then I can trade GBTC and ETHE all day without having to worry about tracking my taxes. All with the relative safety something like E-Trade provides over Binance.
As for how it benefits the everyday ETH holder? I think the supply lock is a positive. I also think this product exposes the Ethereum ecosystem to people who otherwise wouldn’t know about it.
Why is there a premium? Why is ETHE’s premium so insanely high compared to GBTC’s premium? 
There are a handful of theories of why a premium exists at all, some even mentioned in the annual report. The short list is as follows:
Why is ETHE’s so much higher the GBTC’s? Again, a few thoughts:

Are there any other differences between ETHE and GBTC? 
I touched on a few of the smaller differences, but one of the more interesting changes is GBTC is now a “SEC reporting company” as of January 2020. Which again goes beyond my scope of knowledge so I won’t comment on it too much… but the net result is GBTC is now putting out weekly / bi-weekly 8-K’s and annual 10-K’s. This means you can track GBTC that much easier at the moment as well as there is an extra layer of validity to the product IMO.
I’m looking for some statistics on ETHE… such as who is buying, how much is bought, etc? 
There is a great Q1 2020 report I recommend you give a read that has a lot of cool graphs and data on the product. It’s a little GBTC centric, but there is some ETHE data as well. It can be found here hidden within the 8-K filings.Q1 2020 is the 4/16/2020 8-K filing.
For those more into a GAAP style report see the 2019 annual 10-K of the same location.
Is Grayscale only just for BTC and ETH? 
No, there are other products as well. In terms of a secondary market product, ETCG is the Ethereum Classic version of ETHE. Fun Fact – ETCG was actually put out to the secondary market first. It also has a 3% fee tied to it where 1% of it goes to some type of ETC development fund.
In terms of institutional and accredited investors, there are a few ‘fan favorites’ such as Bitcoin Cash, Litcoin, Stellar, XRP, and Zcash. Something called Horizion (Backed by ZEN I guess? Idk to be honest what that is…). And a diversified Mutual Fund type fund that has a little bit of all of those. None of these products are available on the secondary market.
Are there alternatives to Grayscale? 
I know they exist, but I don’t follow them. I’ll leave this as a “to be edited” section and will add as others comment on what they know.
Per user Over-analyser (in comments below):
Coinshares (Formerly XBT provider) are the only similar product I know of. BTC, ETH, XRP and LTC as Exchange Traded Notes (ETN).
It looks like they are fully backed with the underlying crypto (no premium).
https://coinshares.com/etps/xbt-provideinvestor-resources/daily-hedging-position
Denominated in SEK and EUR. Certainly available in some UK pensions (SIPP).
As asked by pegcity - Okay so I was under the impression you can just give them your own ETH and get ETHE, but do you get 11 ETHE per ETH or do you get the market value of ETH in USD worth of ETHE? 
I have always understood that the ETHE issued directly through Grayscale is issued without the premium. As in, if I were to trade 1 ETH for ETHE I would get 11, not say only 2 or 3 because the secondary market premium is so high. And if I were paying cash only I would be paying the price to buy 1 ETH to get my 11 ETHE. Per page 39 of their annual statement, it reads as follows:
The Trust will issue Shares to Authorized Participants from time to time, but only in one or more Baskets (with a Basket being a block of 100 Shares). The Trust will not issue fractions of a Basket. The creation (and, should the Trust commence a redemption program, redemption) of Baskets will be made only in exchange for the delivery to the Trust, or the distribution by the Trust, of the number of whole and fractional ETH represented by each Basket being created (or, should the Trust commence a redemption program, redeemed), which is determined by dividing (x) the number of ETH owned by the Trust at 4:00 p.m., New York time, on the trade date of a creation or redemption order, after deducting the number of ETH representing the U.S. dollar value of accrued but unpaid fees and expenses of the Trust (converted using the ETH Index Price at such time, and carried to the eighth decimal place), by (y) the number of Shares outstanding at such time (with the quotient so obtained calculated to one one-hundred-millionth of one ETH (i.e., carried to the eighth decimal place)), and multiplying such quotient by 100 (the “Basket ETH Amount”). All questions as to the calculation of the Basket ETH Amount will be conclusively determined by the Sponsor and will be final and binding on all persons interested in the Trust. The Basket ETH Amount multiplied by the number of Baskets being created or redeemed is the “Total Basket ETH Amount.” The number of ETH represented by a Share will gradually decrease over time as the Trust’s ETH are used to pay the Trust’s expenses. Each Share represented approximately 0.0950 ETH and 0.0974 ETH as of December 31, 2019 and 2018, respectively.

submitted by Bob-Rossi to ethfinance [link] [comments]

How I plan to identify and sell the top of the next market cycle.

In this post I will share with you some of the strategies I will use to identify the next market cycle top so I can sell for maximum profits (and of course buy back in later in the subsequent bear market!) In the first part of this post I will discuss the resources I will use and in the second part I will discuss tactics in selling and risk management.

Indicators

As the bull run begins to drag on and the price of ETH starts getting closer and closer to $10k I will begin to start watching many of the data science charts over at Look into Bitcoin. This will not be the only source I will use since there are great custom tools on TradingView too as well as more subjective indicators such as friends and family talking crypto and hearing about crypto again in the mainstream media. I’d also like to note that many of the indicators I will be looking at will be Bitcoin focused despite my ETH centred portfolio. Like it or not, this market is still Bitcoin dominated and despite the many proponents of an ETH flippening (myself included), it is quite likely that we will not see it this cycle due to the macro investing environment favouring assets which are good stores of value to weather the uncertainty. Ultimately, Bitcoin has the best store of value meme in crypto and that will be very powerful in the coming years.
I think it is likely that the time for Ethereum or a network like Ethereum with a yielding asset (ETH under ETH 2.0) and a native economy of DeFi, DApps, NFTs and much more will be once all of the stock market uncertainty is over and investors are ready to take on more risk again. I am of course still expecting Ethereum and altcoins to outperform Bitcoin this cycle. However, I think that Bitcoin losing the number 1 spot will be more likely to happen between 2023 and 2030 rather than in the next 2-3 years. I hope I am wrong though.
While most of the indicators on Looking into Bitcoin are useful, I will list the ones I’ll be focusing on the most here:
And finally my favourite, the Golden Ratio Multiplier. This indicator has been remarkably accurate at predicting tops using the golden ratio (1.6) and the fibonacci sequence (0, 1, 1, 2, 3, 5, 8, 13, 21) multiplied by the 350 day moving average. With each market cycle, the 350 day moving average is multiplied by the next number down in the fibonacci sequence. For example, the 2013 peak only just passed above the 350 day moving average multiplied by 8 and the 2017 bull market just touched the 350 day moving average multiplied by 5. So if this indicator is to work in the next cycle, we can expect the price to slightly exceed 3 times the value of the 350 day moving average. This indicator also worked for Ethereum in the 2017 bull run. While there is no graph for it, on the 13th of January, when ETH hit a peak of $1,419, the 350 day moving average was at $270. $270 multiplied by 5 is $1,350. If you sold at $1,350 you sold incredibly close to the top and I don’t think that any macro traders/long term traders would complain about that timing.
I’d like to note that while indicators like the Golden Ratio Multiplier factors in for less explosive growth each cycle, not all of the above indicators do. So be cautious of this when you think the peak is near as it may be closer than you think. In saying that, there is a lot of luck involved so I should also point out that it also might not be closer than you think. However, it would be better to sell before the peak at say $10,000/BTC as of 2017 than to be left holding all of your crypto when the bear market begins since Bitcoin didn’t spend much time above $10,000/BTC after the $20K peak. Ultimately it is up to you to decide your risk appetite and how well you want to try and time the market. For me, I will definitely be on the conservative side so that I don’t miss the boat completely and hopefully I will be able to sell most of my crypto just before we peak rather than afterwards.

Risk Management

Since timing the top requires a lot of luck, a good method of mitigating the risk is to spread out when you sell. I’m going to share with you my personal strategy but I recommend that you create your own strategy or use this as a basis from which you can use to adjust and tweak it to optimally suit your situation. If you have a large stack, you will probably want to sell early since you might not need such spectacular gains to lock in some life changing money. On the other hand, if you have a smaller stack or if you are younger, you can afford to take more risk and might want to try and time the absolute peak a bit better to get that much closer to making some life changing money. Personally, while my stack isn’t very big in dollar terms, it is a significant % of my net worth and so I don’t have a high risk tolerance with it (at least relative to other people in crypto!) For this reason I will be selling a little bit on the early side.
My plan has three pots of crypto. 20% of my crypto I will hold indefinitely since I very strongly believe in the long term prospect of ETH and BTC as investments. This way if I time the markets terribly, I will always have some skin in the crypto game. The second pot of crypto is 40% which I will sell on the way up to take some profits and I don’t intend on putting this money back into crypto. Initially I will be selling very small amounts of this 40% and as the indicators listed above get closer and closer to calling a top, I will sell larger proportions of this crypto. I haven’t set specific target numbers since things change fast in this space and I feel like the best decisions in this case are made in the moment. For example, estimating a market top is hard when it is 2-3 years away, but it is much easier when it is just months or weeks away. Once again, this is just personal preference. Many of you will find that setting targets now makes it easier for you to pull the trigger and take some profits when everyone else is calling $1M BTC while it is at $100K or calling for $100K ETH when the current price might be $10K.
Finally, the last 40% I will sell all at once when I feel like we are at the top and I am confident that the price will be lower a year on from that point in time. With this 40% I will try and buy back during the bear market with the help of many of the same indicators I listed above from Look into Bitcoin. I will also use some indicators which I didn’t mention above since some are better designed at identifying market bottoms. My goal is to be able to buy back the number of BTC and ETH I held before I sold anything with this 40% (plus the 20% I didn’t sell). This is a big ask but it is better in life to set hard goals that seem unattainable or unrealistic than it is to set easy goals.
To summarise my portfolio strategy, 20% of my portfolio is an indefinite hold, 40% I will sell on the way up and I do not intend on buying back into crypto with this money so I can avoid being over-exposed to crypto. The last 40% I will use to try and sell the top and buy the bottom.

Closing Notes

As a closing note I would like to say that it will be important to be aware of the power of greed and FOMO. Do not under-estimate these emotions and try to remain a grounded and rational investor. Don’t be scared to take profits. I know from experience trading altcoins that it is better to exit a position early and miss out on another 100% price increase than it is to hold through a bear market and take >90% losses. If you go into this bullrun telling yourself you will take profits on the way up, you will have no reason to regret any early sales since you will know that you made a rational trade and not an emotional trade.
submitted by Tricky_Troll to CryptoCurrency [link] [comments]

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

Streamr Network: Performance and Scalability Whitepaper


https://preview.redd.it/bstqyn43x4j51.png?width=2600&format=png&auto=webp&s=81683ca6303ab84ab898c096345464111d674ee5
The Corea milestone of the Streamr Network went live in late 2019. Since then a few people in the team have been working on an academic whitepaper to describe its design principles, position it with respect to prior art, and prove certain properties it has. The paper is now ready, and it has been submitted to the IEEE Access journal for peer review. It is also now published on the new Papers section on the project website. In this blog, I’ll introduce the paper and explain its key results. All the figures presented in this post are from the paper.
The reasons for doing this research and writing this paper were simple: many prospective users of the Network, especially more serious ones such as enterprises, ask questions like ‘how does it scale?’, ‘why does it scale?’, ‘what is the latency in the network?’, and ‘how much bandwidth is consumed?’. While some answers could be provided before, the Network in its currently deployed form is still small-scale and can’t really show a track record of scalability for example, so there was clearly a need to produce some in-depth material about the structure of the Network and its performance at large, global scale. The paper answers these questions.
Another reason is that decentralized peer-to-peer networks have experienced a new renaissance due to the rise in blockchain networks. Peer-to-peer pub/sub networks were a hot research topic in the early 2000s, but not many real-world implementations were ever created. Today, most blockchain networks use methods from that era under the hood to disseminate block headers, transactions, and other events important for them to function. Other megatrends like IoT and social media are also creating demand for new kinds of scalable message transport layers.

The latency vs. bandwidth tradeoff

The current Streamr Network uses regular random graphs as stream topologies. ‘Regular’ here means that nodes connect to a fixed number of other nodes that publish or subscribe to the same stream, and ‘random’ means that those nodes are selected randomly.
Random connections can of course mean that absurd routes get formed occasionally, for example a data point might travel from Germany to France via the US. But random graphs have been studied extensively in the academic literature, and their properties are not nearly as bad as the above example sounds — such graphs are actually quite good! Data always takes multiple routes in the network, and only the fastest route counts. The less-than-optimal routes are there for redundancy, and redundancy is good, because it improves security and churn tolerance.
There is an important parameter called node degree, which is the fixed number of nodes to which each node in a topology connects. A higher node degree means more duplication and thus more bandwidth consumption for each node, but it also means that fast routes are more likely to form. It’s a tradeoff; better latency can be traded for worse bandwidth consumption. In the following section, we’ll go deeper into analyzing this relationship.

Network diameter scales logarithmically

One useful metric to estimate the behavior of latency is the network diameter, which is the number of hops on the shortest path between the most distant pair of nodes in the network (i.e. the “longest shortest path”. The below plot shows how the network diameter behaves depending on node degree and number of nodes.

Network diameter
We can see that the network diameter increases logarithmically (very slowly), and a higher node degree ‘flattens the curve’. This is a property of random regular graphs, and this is very good — growing from 10,000 nodes to 100,000 nodes only increases the diameter by a few hops! To analyse the effect of the node degree further, we can plot the maximum network diameter using various node degrees:
Network diameter in network of 100 000 nodes
We can see that there are diminishing returns for increasing the node degree. On the other hand, the penalty (number of duplicates, i.e. bandwidth consumption), increases linearly with node degree:

Number of duplicates received by the non-publisher nodes
In the Streamr Network, each stream forms its own separate overlay network and can even have a custom node degree. This allows the owner of the stream to configure their preferred latency/bandwidth balance (imagine such a slider control in the Streamr Core UI). However, finding a good default value is important. From this analysis, we can conclude that:
  • The logarithmic behavior of network diameter leads us to hope that latency might behave logarithmically too, but since the number of hops is not the same as latency (in milliseconds), the scalability needs to be confirmed in the real world (see next section).
  • A node degree of 4 yields good latency/bandwidth balance, and we have selected this as the default value in the Streamr Network. This value is also used in all the real-world experiments described in the next section.
It’s worth noting that in such a network, the bandwidth requirement for publishers is determined by the node degree and not the number of subscribers. With a node degree 4 and a million subscribers, the publisher only uploads 4 copies of a data point, and the million subscribing nodes share the work of distributing the message among themselves. In contrast, a centralized data broker would need to push out a million copies.

Latency scales logarithmically

To see if actual latency scales logarithmically in real-world conditions, we ran large numbers of nodes in 16 different Amazon AWS data centers around the world. We ran experiments with network sizes between 32 to 2048 nodes. Each node published messages to the network, and we measured how long it took for the other nodes to get the message. The experiment was repeated 10 times for each network size.
The below image displays one of the key results of the paper. It shows a CDF (cumulative distribution function) of the measured latencies across all experiments. The y-axis runs from 0 to 1, i.e. 0% to 100%.
CDF of message propagation delay
From this graph we can easily read things like: in a 32 nodes network (blue line), 50% of message deliveries happened within 150 ms globally, and all messages were delivered in around 250 ms. In the largest network of 2048 nodes (pink line), 99% of deliveries happened within 362 ms globally.
To put these results in context, PubNub, a centralized message brokering service, promises to deliver messages within 250 ms — and that’s a centralized service! Decentralization comes with unquestionable benefits (no vendor lock-in, no trust required, network effects, etc.), but if such protocols are inferior in terms of performance or cost, they won’t get adopted. It’s pretty safe to say that the Streamr Network is on par with centralized services even when it comes to latency, which is usually the Achilles’ heel of P2P networks (think of how slow blockchains are!). And the Network will only get better with time.
Then we tackled the big question: does the latency behave logarithmically?
Mean message propagation delay in Amazon experiments
Above, the thick line is the average latency for each network size. From the graph, we can see that the latency grows logarithmically as the network size increases, which means excellent scalability.
The shaded area shows the difference between the best and worst average latencies in each repeat. Here we can see the element of chance at play; due to the randomness in which nodes become neighbours, some topologies are faster than others. Given enough repeats, some near-optimal topologies can be found. The difference between average topologies and the best topologies gives us a glimpse of how much room for optimisation there is, i.e. with a smarter-than-random topology construction, how much improvement is possible (while still staying in the realm of regular graphs)? Out of the observed topologies, the difference between the average and the best observed topology is between 5–13%, so not that much. Other subclasses of graphs, such as irregular graphs, trees, and so on, can of course unlock more room for improvement, but they are different beasts and come with their own disadvantages too.
It’s also worth asking: how much worse is the measured latency compared to the fastest possible latency, i.e. that of a direct connection? While having direct connections between a publisher and subscribers is definitely not scalable, secure, or often even feasible due to firewalls, NATs and such, it’s still worth asking what the latency penalty of peer-to-peer is.

Relative delay penalty in Amazon experiments
As you can see, this plot has the same shape as the previous one, but the y-axis is different. Here, we are showing the relative delay penalty (RDP). It’s the latency in the peer-to-peer network (shown in the previous plot), divided by the latency of a direct connection measured with the ping tool. So a direct connection equals an RDP value of 1, and the measured RDP in the peer-to-peer network is roughly between 2 and 3 in the observed topologies. It increases logarithmically with network size, just like absolute latency.
Again, given that latency is the Achilles’ heel of decentralized systems, that’s not bad at all. It shows that such a network delivers acceptable performance for the vast majority of use cases, only excluding the most latency-sensitive ones, such as online gaming or arbitrage trading. For most other use cases, it doesn’t matter whether it takes 25 or 75 milliseconds to deliver a data point.

Latency is predictable

It’s useful for a messaging system to have consistent and predictable latency. Imagine for example a smart traffic system, where cars can alert each other about dangers on the road. It would be pretty bad if, even minutes after publishing it, some cars still haven’t received the warning. However, such delays easily occur in peer-to-peer networks. Everyone in the crypto space has seen first-hand how plenty of Bitcoin or Ethereum nodes lag even minutes behind the latest chain state.
So we wanted to see whether it would be possible to estimate the latencies in the peer-to-peer network if the topology and the latencies between connected pairs of nodes are known. We applied Dijkstra’s algorithm to compute estimates for average latencies from the input topology data, and compared the estimates to the actual measured average latencies:
Mean message propagation delay in Amazon experiments
We can see that, at least in these experiments, the estimates seemed to provide a lower bound for the actual values, and the average estimation error was 3.5%. The measured value is higher than the estimated one because the estimation only considers network delays, while in reality there is also a little bit of a processing delay at each node.

Conclusion

The research has shown that the Streamr Network can be expected to deliver messages in roughly 150–350 milliseconds worldwide, even at a large scale with thousands of nodes subscribing to a stream. This is on par with centralized message brokers today, showing that the decentralized and peer-to-peer approach is a viable alternative for all but the most latency-sensitive applications.
It’s thrilling to think that by accepting a latency only 2–3 times longer than the latency of an unscalable and insecure direct connecion, applications can interconnect over an open fabric with global scalability, no single point of failure, no vendor lock-in, and no need to trust anyone — all that becomes available out of the box.
In the real-time data space, there are plenty of other aspects to explore, which we didn’t cover in this paper. For example, we did not measure throughput characteristics of network topologies. Different streams are independent, so clearly there’s scalability in the number of streams, and heavy streams can be partitioned, allowing each stream to scale too. Throughput is mainly limited, therefore, by the hardware and network connection used by the network nodes involved in a topology. Measuring the maximum throughput would basically be measuring the hardware as well as the performance of our implemented code. While interesting, this is not a high priority research target at this point in time. And thanks to the redundancy in the network, individual slow nodes do not slow down the whole topology; the data will arrive via faster nodes instead.
Also out of scope for this paper is analysing the costs of running such a network, including the OPEX for publishers and node operators. This is a topic of ongoing research, which we’re currently doing as part of designing the token incentive mechanisms of the Streamr Network, due to be implemented in a later milestone.
I hope that this blog has provided some insight into the fascinating results the team uncovered during this research. For a more in-depth look at the context of this work, and more detail about the research, we invite you to read the full paper.
If you have an interest in network performance and scalability from a developer or enterprise perspective, we will be hosting a talk about this research in the coming weeks, so keep an eye out for more details on the Streamr social media channels. In the meantime, feedback and comments are welcome. Please add a comment to this Reddit thread or email [[email protected]](mailto:[email protected]).
Originally published by. Henri at blog.streamr.network on August 24, 2020.
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dxDAO aims to power DeFi protocols through decentralized governance

I found this article on internet. It's repost of it to help educate people about all DXDao advantages:
These are positive and necessary steps for DeFi. The new governance structures are intended to help coordinate across community stakeholders and make better decisions. These dynamics are influenced by the issues covered in Dose of DeFi, but I believe they deserve their own focused analysis.
Govern This aims to educate token holders and make them better voters. Emphasis will be placed on specific governance proposals and relaying community governance discussions on forums and weekly calls.
Governance is a coordination technology that has helped countries and companies build more than the sum of their parts. Blockchains are also a coordination technology, but for computers, not humans***.*** Govern This will track the development of the melding of these two over the coming years.
Like governance, Govern This is a work in progress. I would appreciate any feedback on format, topics covered or any other suggestions to make the newsletter better. Just hit reply.
The first issue of Govern This is below. Please click here to subscribe.
Thanks for reading,
Chris
📷
dxDAO aims to power DeFi protocols through decentralized governance
Gnosis launched a long-awaited DEX last week with batched auctions for low-liquidity trade pairs. The front-end, Mesa.Eth.Link is owned and operated by dxDAO, a decentralized collective that hopes to power other DeFi protocols.
While dYdX does not have any specific governance plans (yet), this tweet from dYdX founder Antonio Juliano is a common approach to governance.
📷Antonio Juliano @AntonioMJuliano3) 0x should focus less on governance in the short term. It’s way more important to first build something with a large amount of adoption that’s worth governing
December 6th 2018
3 Retweets62 Likes
The tweet at the end of 2018 was in response to 0x and its native token, ZRX. The project was popular but the token had no use case outside of governance.
This governance strategy – build now, decentralize later – is widely accepted in the space and is perhaps best exemplified by the A16Z’s Jesse Walden’s post, “Progressive Decentralization: A Playbook for Building Crypto Applications”, which the A16Z-backed Compound has essentially implemented (more in the section below).
dxDAO, on the other hand, maintains that decentralization must come at the beginning or else the core team and investors will have an outsized influence on the project in formal (token voting) or informal ways (dictators for life).
Background
dxDAO was launched in May 2019, spun out of a collaboration between Gnosis and DAOstack over managing the DutchX platform. dxDAO’s key governance design is separating financial rights to the DAO (DXD) from voting power over the DAO (Reputation). It used an Edgeware-style lock drop to distribute reputation to stakeholders in May of last year. Any user could lock up ETH or an accepted ERC-20 for a month and receive Reputation, which are voting rights in dxDAO, even though it is not a token and cannot be transferred.
Over 400 unique Ethereum addresses participated in the distribution scheme. Gnosis went through a pretty extensive process in July 2019 to “step back” from its involvement in the DAO, and since then, the community and dxDAO have aligned behind a mission of “putting the ‘De’ in Decentralized Finance”.
Following on last week’s launch of Mesa.ETH.Link, dxDAO is conducting a fundraiser or (“DAICO”?) to help fund its new slate of DeFi products, including a prediction market platform (Omen) and a privacy-centric DeFi dashboard (Mix).
Project launch is typically when a project is most centralized. Execution is hard and direction and accountability are important. dxDAO’s approach will be an interesting counterexample to the “decentralize later” trend and may provide insight into new governance strategies.
Click here for more information about the dxDAO fundraiser.
Here’s what is on the dxDAO docket this week:
Compound governance goes live, has it found Market-Protocol-Fit?
Since its founding in 2017, Compound has executed with an almost flawless record: no bugs/hacks, a major protocol upgrade and a big name fundraise (twice).
But all of that has been because Compound, the company, has executed well, but can protocol development and the growth of the platform be sustained with community management? We shall see.
Compound’s governance system could not be simpler. Anyone with at least 1% of COMP can submit a proposal of executable code. COMP holders have a 3 day voting period; the proposal passes with a majority of token votes AND a 4% quorum of all COMP tokens.
The 1% minimum for proposal submission is a good anti-Sybil mechanism but it greatly limits participation by small users. There is delegation, so you could imagine a “proposal petition” where you would delegate your COMP to a proposal instead of signing your name.
Compound is clearly taking the “less governance is the best governance” approach. This has worked surprisingly well with Bitcoin and Ethereum, which of course, do not have any formal governance, but those communities clearly have informal governance systems that make decisions.
The biggest governance question for Compound: who is the community?
Market-Protocol-Fit
Other Internet has an intriguing essay on the emergent order from new blockchain tokens and their communities. It is worth a read. It discusses the emergent iteration that blockchains – as a technology and a community – go through to find a niche, both in culture and product.
While it focuses on base-layer blockchains that launch with a token, the essay underscores the most underrated governance element: token distribution. It quotes an insightful tweet from Eric Wall
📷Eric Wall @ercwlA question that keeps me up at night: Is it possible to create a rubbish coin based on advanced bullshit, build a community of misguided fans nevertheless, run it centralized for 5 yrs, hardfork-copy the design of a real working project, keep the community and become a success?
keysheet @keysheet
@ErcWll was one of the first vocal critics of IOTA back in 2017, shortly before the project hit a market cap of $15B. https://t.co/2267e8LEpl Today, the project is down 99% and appears to be brutally falling apart. A thread:
February 13th 2020
17 Retweets163 Likes
Before Bitcoin could harden its code and find ‘Digital Gold’ and before Ethereum found ‘DeFi’ and ships ETH2.0, both needed to find a “a strong community of believers” in order to create a “virtuous cycle between headless brands and infrastructural build-out to progressively realize [their] initial promise.”
Communities are connected through a wide spread token distribution, Bitcoin through cypherpunks and online drugs and Ethereum through a global ICO (what Teo Leibowitz called “The Immaculate ICO”).
$COMP distribution
The biggest “news” has been details about $COMP distribution:
There are no explicit plans yet, but the widely held assumption is that the COMP distribution will be determined by the interest earned and paid by users on the protocol since its inception. This is a clever way that only incentivizes more use of the protocol and is hard to game because interests accrues over time.
But the question still remains, what will the COMP community look like and what values will it espouse? Can emergent cultures arise out of Silicon Valley too?
Here’s what is on the Compound docket this week:
Maker and wBTC, a test case for the MIP process
While Maker had planned to spend Q2 moving forward with their upgraded governance process, most of its focus has been on restoring the Dai peg.
For more on how the Maker governance process has expanded outside the core community, check out the previous edition of Govern This.
Here’s what is on the Maker docket this week:
Governance and Risk meeting (April 23)
Single Collateral Dai shutdown – the process has begun. A poll passed with May 12 as the official SCD shutdown. Just yesterday, an executive just passed yesterday to make the MKR oracle fee-less, which will help with migration. Many in the community think the migration of debt from SCD will do more than enough to restore the peg.
13 MIPs and 2 sub proposals – Core to the new Maker governance process is the “Maker Improvement Proposals (MIPs), which are modeled off of BIPs (for Bitcoin) and EIPs (for Ethereum). The two sub-proposals are to appoint the Smart Contracts Team and assign Charles St. Louis as the MIP editor.
The 13 MIPs are listed below:
- MIP1 (Maker Governance Paradigms)- MIP2 (Launch Period)- MIP3 (Governance Cycle)- MIP4 (MIP Amendment and Removal Process)- MIP5 (Emergency Voting System)- MIP6 (Collateral Onboarding Form/Forum Template)- MIP7 (Onboarding and Offboarding Domain Teams for Collateral Onboarding)- MIP8 (Domain Greenlight)- MIP9 (Community Greenlight)- MIP10 (Oracle Management)- MIP11 (Collateral Onboarding General Risk Model Management)- MIP12 (Collateral and Risk Parameter Management)
By and large, the MIPs codify many of the informal Maker governance processes. There is currently a request for comments period (MIP forum) and there will be an informal poll on Monday, April 27 on whether to proceed with the 13 MIPs and 2 sub proposals. If it’s a “Yes”, than an executive for an official ratification vote would start on May 1 and lasts for 4 days. If it passes, the official governance cycle will begin and the rest of the MIPs will likely be approved from May 4 – 6.
Other Governing Things
That’s it! Feedback definitely appreciated. Just hit reply. Written in Brooklyn where it rained all day. No euchre today, but yesterday was epic.
Govern This is written by Chris Powers. Opinions expressed are my own. All content is for informational purposes and is not intended as investment advice.
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Complete Guide to CoinBase

Coinbase - The reference platform for investing in cryptocurrencies: here is the complete guide.
Coinbase is currently the most famous website or web platform for trading cryptocurrencies. This is not a classic Exchange but a real Broker that allows you to buy, sell and convert many of the main cryptocurrencies - Bitcoin and Ethereum among others - using traditional currency such as the Euro. In this complete guide to Coinbase we will try to explain all its features in detail.

Founded in 2012 by Brian Armstrong and Fred Ehrsam, it was born as a simple online Bitcoin wallet. Over time it has transformed into a cryptocurrency trading site that now reaches over 33 countries.

Being a broker, registering on the site requires all the necessary steps (KYC) to verify the user who holds the account. By signing up via the following secure link you can immediately earn 10 Dollars which will be credited to you by Coinbase.

Complete Guide to CoinBase
Coinbase as well as an intermediary for the purchase and sale of over 15 cryptocurrencies directly in Euro, also provides a real exchange (crypto exchange site) called Coinbase Pro (ex-GDax): The exchange behaves as a normal stock trading site with purchases and sales in real time with obviously much lower commissions when compared with those of classic trading platforms.

What Coinbase Pro offers.
Coinbase can receive crypto from other exchanges and specifically generates more permanent online wallets that will always remain at your disposal. To all intents and purposes, Coinbase's main task is to act as an archive for its cryptocurrencies for all those who do not want to try their hand at decentralized wallets.

The transfer between Coinbase and Coinbase Pro, for example, will be quick and free (but this does not apply to other exchanges) thus allowing all those who wish to trade between the main cryptocurrencies to be able to avoid expensive passages on other exchanges. Coinbase Pro allows you to exchange a range of cryptocurrencies with each other higher than that of its brother site but at a much lower cost. While on Coinbase the exchange between cryptocurrencies involves the payment of a maximum commission of 2%, on Coinbase Pro the rates fluctuate between 0.15 and 0.25%. Values ​​that will tend to decrease as the volumes traded increase.

The Coinbase account will also allow you to operate on Coinbase Pro. However, an additional request for user verification via Webcam may occur. All these levels of security are obviously necessary to protect customers and comply with the stringent regulations of the various countries in which the company operates.

Thanks to the guide, let's see what the interface shows us.
In this complete guide to Coinbase we also want to clarify the visual aspect. Once inside the site you will find yourself in the Dashboard or Home Page which will show from top to bottom the value of your Portfolio with its historical graph, the list of cryptocurrencies that you decide to keep under observation, a box that shows the 5 heaviest cryptocurrencies in your Portfolio (a pie chart is also available) and a second box with the latest transactions.

In the center of the page there is also the link to register with Coinbase Earn. By subscribing to the waiting list, you will have the opportunity to receive an invitation that will make you earn additional cryptocurrencies simply by following some very short video courses lasting a few minutes.

In addition to the Home Page, there is the Prices page with the listing of all the cryptocurrencies available on Coinbase and a very long list of those not available. By selecting the star on the right you can decide which ones to always keep in the foreground on the home page. Clicking on one of them will open a new screen that will offer a large amount of technical and historical information on the crypto in question as well as a fair number of constantly updated news.
Your funds are well organized.

The Portfolio page will report the amount of the balance in Euro of all the cryptocurrencies deposited on Coinbase. Here you can send and receive crypto to external wallets.
By clicking on Overview you will be sent back to the Prices page just described.
The Safe item, on the other hand, allows you to set aside cryptocurrency at a higher level of security.

Finally, a brief description of the "Make Transactions" item visible at the top right and present in almost all Coinbase pages. By clicking on it in any position you find it on the site, a small screen will open with the items "Buy, Sell, Convert". To purchase, you will first need to associate a payment method to your account. The Credit Card would be the most immediate choice due to its rapidity in crediting if it were not for the high commissions required by Coinbase. We therefore recommend that you be patient and use a normal Sepa standard bank transfer to credit the funds.

Selling your cryptocurrencies on Coinbase, depositing them in your Euro account, is simple and immediate as well as foolproof thanks to the Preview that will always be shown before confirming the transaction. This will involve the payment of a commission between 0.99 and 2.99 Dollars.
Rather high fees due to its wallet nature. For those who love trading, we obviously recommend moving to the Pro version.

The site offers a complete and comprehensive technical support page: https://support.coinbase.com/

We conclude this complete guide to Coinbase with a note on the mobile versions. There are two versions of for smartphones: a standard one called Coinbase Bitcoin Wallet and a personal one called Coinbase Wallet.
This second app allows you to transfer your cryptocurrencies from Coinbase Standard to an encrypted wallet on your smartphone (Coinbase Wallet).
The substantial difference is the following: Coinbase Standard is an online wallet and therefore subject to the remote risk of an external cyber attack while Coinbase Wallet stores the encryption key locally on the phone.

https://play.google.com/store/apps/details?id=com.coinbase.android

https://play.google.com/store/apps/details?id=org.toshi

We remind trading enthusiasts of the availability on our blog of the article dedicated to Exodus Wallet.


If you liked this article and would like to contribute with a donation:

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Litecoin: LamSRc1jmwgx5xwDgzZNoXYd6ENczUZViK
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Weekly Update: 2gether has 40k users, $BOMB on Uniswap, Ghost data service, Constellation State of the Union…– 5 Jun - 11 Jun'20

Weekly Update: 2gether has 40k users, $BOMB on Uniswap, Ghost data service, Constellation State of the Union…– 5 Jun - 11 Jun'20
Hey everyone! This is Part IV of VI from our May-June update catchup series (5 Jun - 11 Jun'20):

Yosma's Cheerful Cassowary beat Eva's Bright Beetle in a quick finale to win this week's Parena which had a massive $PAR pot thanks to a generous donation from Tony. Gamer Boy’s “Random Gk” and “Renewal from January” quizzes in Tiproom were fun as always. Plus, there were 10k $PAR in prizes. Cool! Charlotte’s “Mega Trivia” got everyone scratching their heads. CoD Mobile gamers were in for an epic time this week with Tavo hosting a tournament with a 3k $PAR pot in the Parachute War Zone. Two-for-Tuesday slid into the "rap, reggae and reggaeton" mode this week. Click here to listen to the playlist. Thanks Sebastian for setting it up! If you have been around for a while, you’ll know that Clinton’s charity, For Living Independence, does some amazing work. So the next time you shop on Amazon, don’t forget to show some love though AmazonSmile.
Cap and crew made their voices heard in NYC this week in solidarity with George Floyd
Congratulations to 2gether for crossing the 40k user mark this week. A new way for account top ups was introduced as well. This week’s CEO email covers news on the latest UX and the 2GT token. Youtuber Funontheride featured the email in his video. Filippo Angeloni covered the latest updates in his newest video as well. Founder Savador Casquero wrote about crypto staking in an Investing.com article. MakerDAO covered the 2gether card in its blog post on crypto debit cards. Following the XIO dApp update from last week, Citizens brainstormed about the UI this week. Citizens also talked about some of their contrarian beliefs in crypto. Bomb community started a Uniswap rewards program. Voyager raised USD 2.1M through a private placement from investors such as Streamlined Ventures, Susquehanna, Market Rebellion etc. Their stock has seen some enormous growth this year too. CEO Stephen Ehrlich shared his thoughts on the crypto market in a recent Bloomberg article. The team also took inputs from the community on which crypto to list next. John McAfee announced a Ghost cell phone data service to be released in September. Check out how the eSIM will work from the sneak peek video. The list of supported phones is mentioned here. And hope you had good fun in ParJar Gaming while winning some cool $ESH. A new set of upgrades were pushed to the Fantom Wallet. For the latest technical update on the project, click here. This week, I also wrote a Hackernoon article (with my co-author Rohit) exploring projects which had unique variations to Proof-of-Stake for their chain consensus. Among the projects featured were Fantom, COTI and Harmony. Jeff from Uptrennd will be speaking at the LA Blockchain Summit in October this year. The winners of the Blockchain Awards were announced. The newest Opacity release allows expired accounts to be revived within 2 months of expiry.
Fantom, Harmony and COTI take up a tiny but growing slice in the global staking pie
Catch up on the latest District0x weekly update and dev update from here and here respectively. The Q1 2020 report was released as well. The project is still sitting on a healthy crypto asset base of USD 4M+. Hydro team shared a guide to choosing a prepaid debit card program manager. Their PaaS report was also covered by Finovate this week. A new research page for featuring all of Hydro’s fintech research material was released. The successful applicants of the Project Hydro Decentralization Ambassador Program (which started in May) were voted upon this week and 7 DAs were elected. Silent Notary, Ubikiri and IDL integrations were completed this week with Silent Notary now appearing in Applications section of Ubikiri. A roundup of the latest updates was published as well. Sentivate founder Thomas Marchi sat down for an interview with MineYourBiz Monday’s NrdGrl007. Mycro announced that Chaia.io will be hosting a campaign on the Mycro Hunter App soon. SelfKey’s Data Breach compendium was updated this week. And if you’re a Product Designer looking for remote work, don’t forget to check out this opening at SelfKey. What next for Constellation? Watch the Constellation Network State of The Union to find out. Their educational group Startdust Collective made a brand video and a high level explainer article on the HyperGraph Transport Protocol. Pynk is thinking about doing a global crowdfunding campaign as opposed to one that is restricted to certain countries only. In light of this, the Pynk Crowd Wisdom was put to work to find out the best way to go about this.
Results of the Project Hydro DA Elections
Wibson’s latest app update was covered by Cointelegraph and Europe World News. Click here to catch up on this week’s detailed work thread from the Harmony project. A recent Harmony ecosystem is the SmartStake dashboard to check staking stats. Sprout Wallet now supports core utilities of HRC20 tokens. The team sat down for an AMA with Binance India and KuCoin this week. Next week they will be doing another AMA with the larger Binance community. Some insights about the Harmony grants were shared in this week’s community call. Read up on Intellishare founder Raymond Xiong’s thoughts on DAOs which he shared as part of a speaker panel at the 2020 Digital Innovation Project Exchange Conference. The team also published a post on how they aim to solve the DeFi congestion. The TestNet is expected to arrive soon as well. After the latest livestream of DI-RECT’s concert which saw ~10k attendees, GET Protocol announced that they will be facilitating tickets to the follow-up show as well. A recap of the COTI journey was published to mark the one-year anniversary of the project and the occasion was celebrated with a fun trivia. DoYourTip community voted to have liquidity rewards for pooling $DYT on Uniswap.

And with that, it’s a wrap! See you again with another update. Ciao!
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An In-Depth Guide to: How do I Fix my Ledger Nano’s Stuck Ethereum Transaction?!?!?! (It’s Been Stuck for Weeks and NOTHING Traditional has Worked!!!!) As Well as: How Do I Choose My Nonce??? I’ve Tried MetaMask, MEW/MyEtherWallet, and Others, but Nothing is Working Correctly!!! I’m Dying by Stress!

So, if you were like me 1-2 months ago, you’ve probably already gone through 2,or 3, ...or 40 articles and guides that probably say something like:
“YeP, eVeRy EtHeReUm UsEr WiLl EvEnTuAlLy HaVe ThE LoW-gAs ExPeRiEnCe, YoU’rE nOt AlOnE! DoN’t FrEaK OuT tHoUgH; ThErE iS a WaY tO fIx It!”
Chances are, every time you read another useless article, you want to kill the nearest inanimate object, even though it was never alive in the first place. Nonetheless, you’re gonna kill it as much as it can be killed, holding nothing back; or, you’re just plotting to and slowly getting closer to executing the plan (and the object) every time you are insulted once again.
However, if you have the ability to download software (MyCryptoWallet) on a PC, it should be safe to relax now. I think you’ve finally found some good news, because I am 99.99...% sure this will work for the issue that so many people are having at this time, around the end of the month of May, year 2020.
More and more people are likely to be having this issue soon, since Ethereum's gas prices have been insanely high lately as well as having 300% price changes in a matter of minutes; Etherscan’s Gas tracker is nearly uselessly-inaccurate at this time. I've heard that there's a congestion attack; that was said a week ago, and it appears to be ongoing... (I can't think of any other suspect besides Justin Sun to blame it on... it must be incredibly expensive to overload the blockchain for this long... I may be wrong though...)
 
Let’s begin
For myself, I was trying to send an ERC20 token when this dreadful issue attacked. Specifically, the token was either BSOV or GRT; I sent them 1 after the other and the first succeeded, and the second one took over a week.
(They’re both great tokens in my opinion and deserve much more attention than they’ve been getting. BSOV is nearing its 1 year anniversary as I write this, and GRT is still in its 90 day community-development progress test, so of course I'm gonna take this opportunity to "shill" them; they are great tokens with great communities).
I was able to finally fix it, after a week of mental agony (also the txn finally processed 1-2 hours before I found the solution, robbing me of the gratitude of fixing it myself... (╯‵□′)╯︵┻━┻ ...but now I guess I can hopefully save some of you the headaches that I endured... ) I’m providing the ability to do the same, in a step by step guide.
Why did I go through all of this trouble? I'd fault the fact that I have ADHD and autism, which in my case can multiply each other’s intensity and cause me to “hyper-focus” on things, much much more than most with the same qualities, intentionally or not. Adderall is supposed to give me a bit of control over it, but except for in a very-generalized way, it’s still 90% up to chance and my default-capabilities to allow me control over my attention with self-willpower. But also Karma and Moons pls... ʘ‿ʘ
 
  1. In MyCrypto, (I'm using the Windows 10 app, version 1.7.10) you will open to a screen that says "How would you like to access your wallet?". Choose Ledger, of course. (Unless your here for some non-ledger issue? Idk why you would be but ok.)
  2. On the next screen (having your nano already plugged in, unlocked, and opened into the Ethereum app) click "Connect to Ledger Wallet"
  3. A screen overlay should appear, titled: "Select an Address". Here is where it may get confusing for some users. Refer to "AAA" below to know how to find your account. (Geez, sorry lol that was a huge amount of info for a reddit reply; I might've over-elaborated a little bit too much. but hey it's valuable information nonetheless!)
  4. After escaping the "AAA" section, you'll have accessed your account with MyCrypto. Awesome! To find your ERC20 tokens, (slight evil-laughter is heard from an unidentifiable origin somewhere in the back of your mind) go to "AAB".
  5. (You may have decided to find the token(s) on your own, rather than daring to submit to my help again; if so, you may pity those who chose the other path... ~~( ̄▽ ̄)~~) Now, once you've added your token, you should revert your attention to the account's transfer fill-out form!
  6. I'll combine the steps you probably understood on your own, already. Put in the address that your stuck transaction is still trying to send currency to. If an ERC20 token is involved, use the drop-down menu to change "ETH" to the token in trouble. Input your amount into the box labeled... wait for it... "Amount". Click on "+Advanced".
  7. Refer to Etherscan.com for the data you will need. Find the page for your "transaction(txn) hash/address" from the transaction history on the wallet/Ethereum-manager you used to send from. If that is unavailable, put your public address that your txn was sent from into the search tool and go to its info page; you should be able to find the pending txn there. Look to open the "more details" option to find the transaction's "Nonce" number.
  8. Put the nonce in the "Nonce" box on MyCrypto; you will contest the pending txn with a new txn that offers larger gas fees, by using the same nonce. If (but most likely "When") the new transaction is processed first, for being more miner-beneficial, the nonce will then be completed, and the old transaction will be dropped because it requests an invalid, now-outdated nonce. Your account will soon be usable!
  9. Go to the Gas Tracker, and it may or may not provide an informative reading. Choose whatever amount you think is best, but choose wisely; if you're too stingy it may get stuck again, and you'd need to pay another txn's gas to attempt another txn-fix.
  10. At the time I write this, I'd recommend 50-100 gwei; to repeat myself, gas requirements are insane right now. To be safe, make the gas limit a little higher than MCW's automatic calculation, you may need to undo the check-mark for "Automatically Calculate Gas Limit".
  11. Press "Send Transaction"!!!
  12. You will need to validate the action through your nano. It will have you validate three different things if you are moving an ERC20 Token. It's a good idea to verify accuracy, as always.
 
Well, I hope this worked for you! If not, you can let me know in a reply and I'll try to figure it out with you. I like making these in-depth educational posts, so if you appreciate it please let me know; I'll probably make more posts like this in the future!
( Surely this is at least far better than Ledger's "Support" article where they basically just tell you "Yeah, we haven't bothered to make a way to manually select nonces. I guess we might try to make that available for Bitcoin accounts at some point in the future; who knows? lol"... that's not infuriating at all, right?)
 
AAA:
Before I tell you how to find your address, I will first make it clear, within the italicized text, exactly which address you are looking for, if you are not already sure:
You may also skip the text written in italics if your issue does not include an ERC20 token, if you wish.
Ledger Live can confuse some users with its interface. On LL, to manage an ERC20 token, you first must go to your Ethereum account and add the token. When you then click on the added token under "Tokens" below the graph chart for your account's ETH amount over time, the screen will then open a new screen, that looks just the same, except focused on the specific ERC20 token. To confuse users further, there is then an option to "Star account", which then add the ETH icon with the ERC20 token's first letter or symbol overlapping, onto the easy access sidebar, as if it was another account of similar independency to the ETH account it was added to.
This improperly displays the two "accounts" relation to each other.
Your ERC20 holdings (at least for any and all ERC20 that I know of) are "held" in the exact-same address as the Ethereum address it was added to, which also "holds" any Ether you've added to it. You send both Ether (ETH) and any ERC20 Tokens to and from only Ethereum addresses of equivalent capabilities, in both qualities and quantities. In all basic terms and uses, they are the same.
So, to know what the problematic account's address is, find the address of the Ethereum account it was added to in Ledger Live.
Now, to find your address on MyCrypto, the most reliable way to find it, that I am aware of, is this:
Open Ledger Live. Go to the screen of your Ethereum address (again, this is the one that you added your ERC20 token, if applicable. If you're not dealing with an ERC20 token, you may ignore everything I've put in Italics). Click on "Edit account"; this is the icon next to the star that may look like a hex-wrench tool. On the new screen-overlay, you will see "> ADVANCED LOGS". Click on the ">" and it will point down while revealing a drop-down with some data that you may or may not recognize/understand. Likely to be found indented and in the middle-ish area, you will see this line, or something hopefully similar:
"freshAddressPath": "44'/60'/X'/0/0",
The "X" will probably be the only thing that changes, and the actual data will have a number in its place; it will not be a letter. Let's now put that line to use in MyCrypto:
Take the 44'/60'/X'/0/0 , and make sure you DO NOT copy the quotation marks, or that comma at the end either.
You can do this before or after copying and/or pasting, but drop the second "/0" at the end; it was not necessary in my case, I expect that you won't need it either, and will probably just make MyCrypto see it as an invalid input.
Okay, now go back to the "Select an Address" screen-overlay in MyCrypto.
Next to "Addresses", click on the box on the right, and you should be shown a list of options to select from in a drop-down menu.
Scroll all the way down, and you should find the "Custom" option at the very bottom. Select it.
A new box will appear; probably directly to the right of the now-shortened box that now displays the "Custom" option that you just selected. This box will offer an interface for typed input. ...yep... once again, believe it or not, you should click it.
Type " m/ ", no spaces before or after.
Type in or paste the data we retrieved from ledger live.
The box should now hold this:
m/44'/60'/X'/0
Again, X should be a number. In fact, that number is probably equal to the number of Ethereum (not including any ERC20 wannabe) accounts that you've made on Ledger Live before making the one we're working on right now! (1st Eth. Acc. would have: X = 0, 2nd: X = 1, 3rd: X = 2, ...)
Make sure you've included every apostrophe ( ' ), and solidus ( / ); there is NO APOSTROPHE for the "m" at the start and the "/0" at the end!
If you press the enter key or click on the check-mark to the right of where you typed, the appropriate addresses will be generated, and the address you created through Ledger Live should be the first one on the list!
Select your address and press "Unlock", and you are now accessing your account through the MyCrypto app's interface!
 
AAB:
In order to access your ERC20 token, you will need to add them first.
You may have to scroll down, but on the right-side of your unlocked account screen, you'll see a box with "Token Balances" as its header.
Click "Scan for tokens". This may take a short bit of time, and when it's done it may or may not display your ERC20 token. If it worked, you can head on back to the main part.
If you got the result I did, it won't display your token, or, if our result was exactly the same, it won't display any at all. However, you should now have the "Add Custom Token" option available, so see where that takes you.
You should discover four boxes, specified in order (Address/ Decimals / Token_Symbol / Balance). You may only need to fill in the "Address" box, but if you need to fill others, you'll find those with the token's address; here's 2 ways to find it, if you don't already know.
Method I:
Since you've probably already been managing your token with Ledger Live, you can go to the LL screen of your "account" for that token; Right next to the account's icon, and directly above the name, you'll see:
Contract: 0x??????...????????
Yes, go on; click it. You'll find the token's page on Etherscan; this was just a shortcut to the same place that both of the two previously referenced methods lead to. Skip to method... III?
Method II:
Go to Etherscan.com, or a similar Ethereum-blockchain-monitoring website, if you have a different preference. Search for the name of your token, and you should be able to see it as a search result. Activate your search manually of by selecting search option. Continue on with Method III.
Method III (I&amp;II; what makes you think there was a third method? I said 2!):
At this point, you should find the "contract address" somewhere on the screen. This is the identity of the creature that breathes life into the token, allowing it to exist within the world of Ethereum. Steal it, and tell MyCrypto that you've left some of "your" tokens in the address of your ledger's Ethereum account. MyCrypto will trust and believe you without any concern or doubt, just by putting "your" contract address in the box for "Address"; it's almost too easy!
Well whaddya know, this one isn't actually too long! Don't tell anyone who may have taken a little longer whilst finding out how to do it themselves, though. There's value in trying to do something on your own, at least at first, so I'll let them think they made the right choice (¬‿¬). But take this star for humbling yourself enough to seek further help when you need it, since that is a very important life skill as well!
(o゜▽゜)o☆
Now, back to the useful stuff at the top...
 
EDIT: A comment below made me realize that this info should be added too. Here is my reply to the comment saying I could just use MetaMask. I said in the title that this guide is for questions where MEW and MetaMask aren’t working, but I guess it’s easy to miss. I used my u/caddark account to respond:
(Using this account because u/caddarkcrypto doesn’t meet the karma/age standards to comment; the post had to be manually approved.)
I guess I didn’t make it entirely clear; sorry:
The target audience for this guide is anyone with a stuck Ethereum transaction that was initiated through Ledger Live AND are experiencing the same difficulties I had encountered while trying to fix this issue for myself.
This wasn’t any regular stuck Ethereum transaction. Apparently before, there was an issue that made a Ledger Nano nearly impossible to connect to MetaMask (which is also Brave Browser’s integrated “crypto wallet” for the desktop version) and/or MEW (also perhaps any other browser wallets made for chrome and/or brave) that I heard was supposed to be fixed in a recent update. It might’ve been mostly patched, idk, but during my experience, (in which I was using the latest version of Ledger Live that is available right now,) that issue still remained.
The really weird part was that it successfully connected to the browser wallets again after I fixed the stuck transaction. At first I thought that somehow the txn was what was bugging the connection. However, later, during no txn issues, I was again unable to connect.
Seeing the same connection error again later, I opened up the MCW app I downloaded the day before, and was going to just use that. While in the process of operating MCW, I suddenly had another idea to try for the browser wallet so I went back to that just to quickly test it.
The browser wallet worked perfectly...
I don’t know how, but I think that somehow, something in MCW’s software, makes the browser wallets work. They don’t work for me without having MCW opened in the background first.
EDIT 2: Markdown decided to stop working after I did the first edit... I might fix it tomorrow... how did that happen though??? What did I do?
EDIT 3: nvm, I'm just fixing it now; I won't get much sleep tonight I guess.
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Bitcoin Basics (Part 1) - "Explained For Beginners" - YouTube

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