Have a look at this chart....this is how Bitcoin2 will work in the future.Bitcoin2 is not ERC20 , Bitcoin 2 is its own blockchain with replay protection. Users who have BTC will get as many Bitcoin 2s as the amount of Bitcoins that they have 1 for each 1.
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!
Testing the Tide | Monthly FIRE Portfolio Update - June 2020
We would rather be ruined than changed. -W H Auden, The Age of Anxiety This is my forty-third 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 Vanguard Lifestrategy High Growth Fund – $726 306 Vanguard Lifestrategy Growth Fund – $42 118 Vanguard Lifestrategy Balanced Fund – $78 730 Vanguard Diversified Bonds Fund – $111 691 Vanguard Australian Shares ETF (VAS) – $201 745 Vanguard International Shares ETF (VGS) – $39 357 Betashares Australia 200 ETF (A200) – $231 269 Telstra shares (TLS) – $1 668 Insurance Australia Group shares (IAG) – $7 310 NIB Holdings shares (NHF) – $5 532 Gold ETF (GOLD.ASX) – $117 757 Secured physical gold – $18 913 Ratesetter (P2P lending) – $10 479 Bitcoin – $148 990 Raiz app (Aggressive portfolio) – $16 841 Spaceship Voyager app (Index portfolio) – $2 553 BrickX (P2P rental real estate) – $4 484 Total portfolio value: $1 765 743 (+$8 485 or 0.5%) Asset allocation Australian shares – 42.2% (2.8% under) Global shares – 22.0% Emerging markets shares – 2.3% International small companies – 3.0% Total international shares – 27.3% (2.7% under) Total shares – 69.5% (5.5% under) Total property securities – 0.3% (0.3% over) Australian bonds – 4.7% International bonds – 9.4% Total bonds – 14.0% (1.0% under) Gold – 7.7% Bitcoin – 8.4% Gold and alternatives – 16.2% (6.2% over) Presented visually, below is a high-level view of the current asset allocation of the portfolio. [Chart] Comments The overall portfolio increased slightly over the month. This has continued to move the portfolio beyond the lows seen in late March. The modest portfolio growth of $8 000, or 0.5 per cent, maintains its value at around that achieved at the beginning of the year. [Chart] The limited growth this month largely reflects an increase in the value of my current equity holdings, in VAS and A200 and the Vanguard retail funds. This has outweighed a small decline in the value of Bitcoin and global shares. The value of the bond holdings also increased modestly, pushing them to their highest value since around early 2017. [Chart] There still appears to be an air of unreality around recent asset price increases and the broader economic context. Britain's Bank of England has on some indicators shown that the aftermath of the pandemic and lockdown represent the most challenging financial crisis in around 300 years. What is clear is that investor perceptions and fear around the coronavirus pandemic are a substantial ongoing force driving volatility in equity markets (pdf). A somewhat optimistic view is provided here that the recovery could look more like the recovery from a natural disaster, rather than a traditional recession. Yet there are few certainties on offer. Negative oil prices, and effective offers by US equity investors to bail out Hertz creditors at no cost appear to be signs of a financial system under significant strains. As this Reserve Bank article highlights, while some Australian households are well-placed to weather the storm ahead, the timing and severity of what lays ahead is an important unknown that will itself feed into changes in household wealth from here. Investments this month have been exclusively in the Australian shares exchange-traded fund (VAS) using Selfwealth.* This has been to bring my actual asset allocation more closely in line with the target split between Australian and global shares. A moving azimuth: falling spending continues Monthly expenses on the credit card have continued their downward trajectory across the past month. [Chart] The rolling average of monthly credit card spending is now at its lowest point over the period of the journey. This is despite the end of lockdown, and a slow resumption of some more normal aspects of spending. This has continued the brief period since April of the achievement of a notional and contingent kind of financial independence. The below chart illustrates this temporary state, setting out the degree to which portfolio distributions cover estimated total expenses, measured month to month. [Chart] There are two sources of volatility underlying its movement. The first is the level of expenses, which can vary, and the second is the fact that it is based on financial year distributions, which are themselves volatile. Importantly, the distributions over the last twelve months of this chart is only an estimate - and hence the next few weeks will affect the precision of this analysis across its last 12 observations. Estimating 2019-20 financial year portfolio distributions Since the beginning of the journey, this time of year usually has sense of waiting for events to unfold - in particular, finding out the level of half-year distributions to June. These represent the bulk of distributions, usually averaging 60-65 per cent of total distributions received. They are an important and tangible signpost of progress on the financial independence journey. This is no simple task, as distributions have varied in size considerably. A part of this variation has been the important role of sometimes large and lumpy capital distributions - which have made up between 30 to 48 per cent of total distributions in recent years, and an average of around 15 per cent across the last two decades. I have experimented with many different approaches, most of which have relied on averaging over multi-year periods to even out the 'peaks and troughs' of how market movements may have affected distributions. The main approaches have been:
An 'adjusted income' approach - stripping out the capital gains components of Vanguard funds to reach an estimate of underlying income generation, both across the entire investment period, and during the sharpest low of the Global Financial Crisis
A long-term asset class approach - relying on long-term historical data on averages of the income produced by various asset classes
A 'tax method' approach - this derives an income estimate as a percentage of the portfolio by drawing on taxable investment income totals from tax return records
Simple historical rolling average - this is a rolling three-year measure, based on the actual distributions record of the portfolio
Average distribution rate approach - this method uses a long-term average of annual distributions received as a percentage of the total portfolio since 1999
Each of these have their particular simplifications, advantages and drawbacks. Developing new navigation tools Over the past month I have also developed more fully an alternate 'model' for estimating returns. This simply derives a median value across a set of historical 'cents per unit' distribution data for June and December payouts for the Vanguard funds and exchange traded funds. These make up over 96 per cent of income producing portfolio assets. In other words, this model essentially assumes that each Vanguard fund and ETF owned pays out the 'average' level of distributions this half-year, with the average being based on distribution records that typically go back between 5 to 10 years. Mapping the distribution estimates The chart below sets out the estimate produced by each approach for the June distributions that are to come. [Chart] Some observations on these findings can be made. The lowest estimate is the 'adjusted GFC income' observation, which essentially assumes that the income for this period is as low as experienced by the equity and bond portfolio during the Global Financial Crisis. Just due to timing differences of the period observed, this seems to be a 'worst case' lower bound estimate, which I do not currently place significant weight on. Similarly, at the highest end, the 'average distribution rate' approach simply assumes June distributions deliver a distribution equal to the median that the entire portfolio has delivered since 1999. With higher interest rates, and larger fixed income holdings across much of that time, this seems an objectively unlikely outcome. Similarly, the delivery of exactly the income suggested by long-term averages measured across decades and even centuries would be a matter of chance, rather than the basis for rational expectations. Central estimates of the line of position This leaves the estimates towards the centre of the chart - estimates of between around $28 000 to $43 000 as representing the more likely range. I attach less weight to the historical three-year average due to the high contribution of distributed capital gains over that period of growth, where at least across equities some capital losses are likely to be in greater presence. My preferred central estimate is the model estimate (green) , as it is based in historical data directly from the investment vehicles rather than my own evolving portfolio. The data it is based on in some cases goes back to the Global Financial Crisis. This estimate is also quite close to the raw average of all the alternative approaches (red). It sits a little above the 'adjusted income' measure. None of these estimates, it should be noted, contain any explicit adjustment for the earnings and dividend reductions or delays arising from COVID-19. They may, therefore represent a modest over-estimate for likely June distributions, to the extent that these effects are more negative than those experienced on average across the period of the underlying data. These are difficult to estimate, but dividend reductions could easily be in the order of 20-30 per cent, plausibly lowering distributions to the $23 000 to $27 000 range. The recently announced forecast dividend for the Vanguard Australian Shares ETF (VAS) is, for example, the lowest in four years. As seen from chart above, there is a wide band of estimates, which grow wider still should capital gains be unexpectedly distributed from the Vanguard retail funds. These have represented a source of considerable volatility. Given this, it may seem fruitless to seek to estimate these forthcoming distributions, compared to just waiting for them to arrive. Yet this exercise helps by setting out reasoning and positions, before hindsight bias urgently arrives to inform me that I knew the right answer all along. It also potentially helps clearly 'reject' some models over time, if the predictions they make prove to be systematically incorrect. 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) 81.0% 109.4% Credit card purchases – $71 000 pa 98.8% 133.5% Total expenses – $89 000 pa 79.2% 106.9% Summary The current coronavirus conditions are affecting all aspects of the journey to financial independence - changing spending habits, leading to volatility in equity markets and sequencing risks, and perhaps dramatically altering the expected pattern of portfolio distributions. Although history can provide some guidance, there is simply no definitive way to know whether any or all of these changes will be fundamental and permanent alterations, or simply data points on a post-natural disaster path to a different post-pandemic set of conditions. There is the temptation to fit past crises imperfectly into the modern picture, as this Of Dollars and Data post illustrates well. Taking a longer 100 year view, this piece 'The Allegory of the Hawk and Serpent' is a reminder that our entire set of received truths about constructing a portfolio to survive for the long-term can be a product of a sample size of one - actual past history - and subject to recency bias. This month has felt like one of quiet routines, muted events compared to the past few months, and waiting to understand more fully the shape of the new. Nonetheless, with each new investment, or week of lower expenditure than implied in my FI target, the nature of the journey is incrementally changing - beneath the surface. Small milestones are being passed - such as over 40 per cent of my equity holdings being outside of the the Vanguard retail funds. Or these these retail funds - which once formed over 95 per cent of the portfolio - now making up less than half. With a significant part of the financial independence journey being about repeated small actions producing outsized results with time, the issue of maintaining good routines while exploring beneficial changes is real. Adding to the complexity is that embarking on the financial journey itself is likely to change who one is. This idea, of the difficulty or impossibility of knowing the preferences of a future self, is explored in a fascinating way in this Econtalk podcast episode with a philosophical thought experiment about vampires. It poses the question: perhaps we can never know ourselves at the destination? And yet, who would rationally choose ruin over any change? The post, links and full charts can be seen here.
For Trading JULY 21st AMZN $3,800 TARGET NASDAQ Strength Returns Airline Travel Down 4% IBM BEATS +6% Today’s market got off to strong start on the NASDAQ with a return to the favored position after a week of weakness, and the S&P followed, at a distance as the DJIA was the weak sister. But the rally continued on with price target increases for AMZN by both Goldman and Jefferies with the new target of $3,800. The final numbers were DJIA +8.92 (.03%), NASDAQ +263.90 (2.51%), S&P-500 +27.11 (.84%), the Russell -5.36 (.36%), and the Transports were -154.96 (1.57%). Internals were soft with NYSE 4:3 down and NASDAQ just barely ahead at 17:15.5. Volume on the NYSE was down while NAZ was slightly higher. DJIA was 20:10 down with the biggest winner MSFT +60 and AAPL +56DP’s while the losers were MMM -25 and UNH -21DP’s. While there was some encouraging vaccine news, there were also several disappointments from both AZN and a downgrade of MRNA. It’s tough to live up to all the hype! MRNA finished the day @ $82.68 -12.17 (13%) and AZN, down from the high of $64.94 to close $58.68 -2.42 (5.3%). Our “open forum” on Discord, which allows me to interact with subscribers and others to allow direct questions and chart opinions on just about any stock, continues to grow with more participants every day. It is informative and allows me to share insights as the market is open and moving. The link is: https://discord.gg/ATvC7YZ and I will be there and active from before the open and all day. It’s a great place to share ideas and gain some insights, and we’ve grown to almost 3000 members. I also did this video titled “How to survive being an options trader and not blow up your account,” over the long weekend. I think it’s highly informative as a guide to stock selection and option choices. The link is https://youtu.be/Y7H9RpWfLlo Enjoy!! Tonight’s closing comment video https://youtu.be/oxpqtYs8Tiw SECTORS: IBM was the feature and while they reported the 9th quarter that they had lower revenues but still beat estimates both for revs and earnings. The stock, up from $115 just 10 days ago to close $132.15 + 7.04 (6.3%). The fall of the transports was due primarily to the airlines. The public has decided to act with some restraint and actually hasn’t fallen for all the “feel-good” happy talk about going places by plane. After the airlines have had new low fares and increased their capacity, the planes are flying half empty and for the week the number of passengers fell 4%. Cheers for people acting in a safe and sound manner and keeping social distancing, and not falling for the BS of “the empty center seat” is adequate. It reminds me of the “old days” of my youth when there were smoking sections on planes. What a joke that was, as if the first 10 rows in coach weren’t filled with smoke from the last rows of the first-class section. FOOD SUPPLY CHAIN was LOWER with TSN -.66, BGS -.40, FLO -.06, CPB -.38, CAG -.38, MDLZ -.65, KHC -.96, CALM -.35, JJSF -1.34, SAFM -2.62, HRL -.22, SJM -.59, PPC -.50, KR +.30, and PBJ $32.44 -.16 (.47%). BIOPHARMA was HIGHER with BIIB +1.52, ABBV -1.11, REGN +14.15, ISRG +16.80, GILD +.51, MYL -.30, TEVA +.27, VRTX +7.47, BHC -.20, INCY +5.58, ICPT -.58, LABU +2.73, and IBB $145.78 +1.82 (1.26%). CANNABIS: was LOWER with TLRY -.22, CGC -.26, CRON -.11, GWPH +1.90, ACB -.30, NBEV +1.47 (88%) ON MERGER NEWS, CURLF +.03, KERN -.25 and MJ $13.37 -.15 (1.11%). DEFENSE: was LOWER with LMT +3.00, GD -1.49, TXT -.45, NOC -5.35, BWXT -.29, TDY -1.21, RTX -.74 and ITA $161.76 -1.93 (1.18%). RETAIL: was LOWER with M -.28, JWN -.46, KSS -.82, DDS -.32, WMT -.34, TGT -1.69, TJX -1.11, RL -2.01, UAA -.20, LULU +10.48, TPR -.64, CPRI -.79, and XRT $44.99 -.29 (.64%). FAANG and Big Cap: were HIGHER with GOOGL +47.15, AMZN +246.03 (8.31%), AAPL +8.49, FB +3.46, NFLX +9.29, NVDA +12.60, TSLA +162.16, BABA +7.91, BIDU +1.73, CMG +30.78, CAT -2.11, BA -.79, DIS -.85 and XLK $170.80 +.82 (.48%). PLEASE BE AWARE THAT THESE PRICES ARE LATE MARKET QUOTES AND DO NOT REPRESENT THE 4:00 CLOSES. FINANCIALS were LOWER with GS +.36, JPM -.76, BAC +.34, MS -.48, C -.19, PNC -.03, AIG -.67, TRV -.19, AXP -1.20, V +3.65 and XLF $23.84 -.11 (.46%). OIL, $40.92 +.17. Oil was lower in last night’s trading before we rallied in the morning. I mentioned in last night’s charts with comments section in the Weekly Strategies letter, that it is a toss-up for a move in either direction. We had a merger of NBL and CVX today, possibly setting up more M&A in the near future. The stocks were MIXED with XLE $36.08 -.61 (1.66%). GOLD $1,817.40 +7.40. It was a continuation rally and a new recovery high of $1,829.80. I have only the NEM August 65 / 70 spread on in the Gold market. We also have GLD 7/24 170 call position @ $1.22 that finished $1.50 +.29. BITCOIN: closed $9,190 -5. After trading back to 8985 we rallied back to close – only $5. Since last week we have closed between 9200 – 92.85 every day with narrow ranges and today was a good start to move higher. A break over 10,000 still sends us higher. We added 350 shares of GBTC @ $10.02 to our position of 400 @ $8.06, bringing our average price to $8.97. GBTC closed $9.42 - .12 today. Tomorrow is another day. CAM
Below are notable difficulty adjustments when hash rate fell and block times become slower for Bitcoin.
26 Mar 2020 [difficulty adjustment -15.95%, avg block time 11min 54secs]. On the 28th price crashed from $6674 to $6138 ( -8%).
8 Nov 2019 [difficulty adjustment -7.1%, avg block time 10min 46secs]. On the same day price crashed from $9234 to $8783 ( -4.88%).
The next big adjustment was around Nov to Dec 2018 and there were 3 big adjustments with high block times.
19 Dec 2018 [-9.56%, avg block time 11min 3secs]
3 Dec 2018 [-15.13%, avg block time 11min 47secs]
17 Nov 2018 [-7.39%, avg block time 10min 48secs]
There was huge drop off starting on 14th Nov all the way to a bottom on 14-15th Dec ($6351 to $3288 around -48%).
Current situation: We are 1 day 10 hours from the next difficulty adjustment. Projected difficulty adjustment is -5.61% (https://fork.lol/pow/retarget), which could indicate a small dip. However, take note that the date of last adjustment was the 5th and the 3rd halving was on the 11th, between the 5th to the 11th there was increased hashrate from miners trying to mine the final week of 12.5btc that offset the really slow block times after the halving. Therefore it will be the next difficulty adjustment after the one on the 20th that will completely reflect the slower block times after the halving. Currently the median block time taken on the 17th was around 14min (-28.5% difficulty adjustment). For people who do not understand blockchain, basically with the Bitcoin 3rd halving, mining profitability fell for a lot of miners and they probably turned off their miners therefore the blockchain mining time became considerably slower which is reflected with slow transaction speed and higher fees as seen currently. Bitcoin sellers moving their BTC from wallet to an exchange are faced with slow transaction speed and therefore the sell pressure of BTC fell considerably which will attribute to the current price increase. There is a correlation between sell pressure and blockchain congestion (the size of the correlation is undetermined). There is going to be a race. A race between BTC price hiking high enough to attract more miners to reduce avg block times versus the closing window of roughly 2 weeks before the next difficulty adjustment. If the price does not jump high enough, the next difficulty adjustment in the first week of June could signal a huge dip. I am not an expert. I just did some research on the above and wanted to share with fellow Bitcoin compatriots so that we can tread with caution and not lose our shirts. I do not plan to short BTC but I will exit my BTC positions if I expect double digit negative difficulty adjustment in early June. Please visit the original post here https://www.reddit.com/Bitcoin/comments/gm23pe/warning_blockchain_difficulty_adjustment/ There are pictures in the original post as well as 2nd halving evidence with pics. I could not post pics here. If possible please upvote the original post, a lot of people downvote it. Not sure why people downvote it, maybe veterans attempting to hide information from newcomers to fleece them of their shirt. Update 1:>! As of writing, I have opened a small short position on Bitcoin. Stop loss around 10k, estimated take profit around 8500. The reason is because the difficulty adjustment in the next 20 hours, even though is just -5% roughly is still significant. I direct you to look into all the difficulty adjustments in the last 2 years and you will know how rare it is. The ones I caught were all listed at the very top of the post. Since it is my first time shorting BTC, I take this as a learning opportunity so that I will have some experience to face the bigger difficulty adjustment in the first week of June. Analysis into execution, even in failure I am happy.!< Update 2: The difficulty adjustment (DA) happened roughly 6 hours ago and the sell pressure from -6% DA did not seem to be affecting the market much. However, please take a look now at the estimation for the next DA. On https://bitcoin.clarkmoody.com/dashboard/ it is estimated to be -25%. On https://fork.lol/pow/retarget estimated to be -18%. On https://www.blockchain.com/charts/median-confirmation-time the median block time for the last day was 16.8min. My original proposition that the true DA of the halving can only be realized in the next DA stands and that it will be considerable. The increased sell pressure from that DA will be highly significant. That is why there is a race by current miners to get the BTC price up high enough to attract more miners to not have the DA drop too much. Update 3: Current BTC price at $9100 ( ~39 hours after DA). Then again BTC could have dropped from all sorts of reason. However the coincidence with the DA and with all the past DA is just too high to simply shrug off as irrelevant. Anyways past result cannot predict future ones, stay safe with the trading. Will no longer check on this post. References: Difficulty adjustment dates taken from https://btc.com/stats/diff Bitcoin graph history for price movement taken from coinmarketcap. Median confirmation time (block time) taken from https://www.blockchain.com/charts/median-confirmation-time Credits to people who assisted the analysis: kairepaire for pointing out faster block times between 5th-11th. babies_eater for https://fork.lol/pow/retarget moes_tavern_wifi for https://bitcoin.clarkmoody.com/dashboard/ Pantamis for https://diff.cryptothis.com/
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
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.)
On the next screen (having your nano already plugged in, unlocked, and opened into the Ethereum app) click "Connect to Ledger Wallet"
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!)
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".
(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!
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".
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.
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!
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.
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".
Press "Send Transaction"!!!
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 toEtherscan.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&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.
I applied price discovery algorithms to 5 Min OHLCV data from Bitmex and CME contracts and Bitstamp, Coinbase, HitBTC, Kraken, Poloniex, Binance, and OkEx BTCUSD/BTCUSDT markets from March 2016 to May 2020. Some exciting results I got was:
Before the 2017/18 bull run, Bitfinex dominated the price discovery process. They started the run. But as the price increased, trades on other exchanges, Binance and Bitstamp played a more dominant role in leading the price up.
Since then, CME Contracts and Bitmex contracts have had an increasing role in price discovery. Today Bitmex and CME Contracts play the most substantial role in determining the direction of Bitcoin price.
In 2020, market dominance by Bitmex has been negatively correlated with price. Dominance by Bitfinex, Huobi and OkCoin has had high positive correlation with price.
Price discovery is the overall process of setting the price of an asset. Price discovery algorithms identify the leader exchanges whose traders define the price. Two approaches are most famous for use in Price Discovery. Gonzalo and Granger (1995) and Hasbrouck (1995). But they assume random walk, and a common efficient price. I do not feel comfortable assuming random walk and common efficient price in Bitcoin Markets. So I used this little know method by De Blasis (2019) for this analysis. This work assumes that "the fastest price to reflect new information releases a price signal to the other slower price series." I thought this was valid in our market. It uses Markov Chains to measure Price Discovery. Without going into the mathematical details the summary steps used was:
Data is first grouped into a daily interval. Then inside each daily interval's 5-minute candles, the change in prices between the current time t and previous time t-1 is calculated. The difference across the same time t across all exchanges in a given day is juxtaposed to create an initial matrix.
The initial matrix is used to create a Transition Matrix, which measures the probability of price changing to something else at time t+1 for its state at t.
Then other Markov Chain based algorithms are used to measure the influence an exchange at time t had over all other exchanges' price movement at time t+1 individually.
Reduction and normalization is done to this data. In the end, each exchange receives a single number that sums to 1 for a given day.
De Blasis (2019) names this number Price Leadership Share (PLS). High PLS indicates a large role in price discovery. As the sum of the numbers is 1, they can be looked at as a percentage contribution. I recommend reading the original paper if you are interested to know more about the mathematical detail.
Andersen (2000) argues that 5 Minute window provides the best trade-off between getting enough data and avoiding noise. In one of the first work on Bitcoin's Price Discovery, Brandvold et al. 2015 had used 5M window. So I obtained 5M OHLCV data using the following sources:
Poloniex, Bitfinex, Binance and HitBTC: Exchange's API through CCXT.
CME: Okay, this was was supposed to be tricky and expensive. I broke a TOS and scraped the data for free, removing the expensive part from the equation. I will not go into detail about where I scraped this data.
Futures data are different from other data because multiple futures contract trades at the same time. I formed a single data from the multiple time series by selecting the nearest contract until it was three days from expiration. I used the next contract when the contract was three days from expiration. This approach was advocated by Booth et al ( 1999 )
I can't embed the chart on reddit so open this https://warproxxx.github.io/static/price_discovery.html In the figure above, each colored line shows the total influence the exchange had towards the discovery of Bitcoin Price on that day. Its axis is on the left. The black line shows a moving average of the bitcoin price at the close in Bitfinex for comparison. The chart was created by plotting the EMA of price and dominance with a smoothing factor of 0.1. This was done to eliminate the noise. Let's start looking from the beginning. We start with a slight Bitfinex dominance at the start. When the price starts going up, Bitfinex's influence does too. This was the time large Tether printing was attributed to the rise of price by many individuals. But Bitfinex's influence wanes down as the price starts rising (remember that the chart is an exponential moving average. Its a lagging indicator). Afterward, exchanges like Binance and Bitstamp increase their role, and there isn't any single leader in the run. So although Bitfinex may have been responsible for the initial pump trades on other exchanges were responsible for the later rally. CME contracts were added to our analysis in February 2018. Initially, they don't have much influence. On a similar work Alexandar and Heck (2019) noted that initially CBOE contracts had more influence. CBOE later delisted Bitcoin futures so I couldn't get that data. Overall, Bitmex and CME contracts have been averaging around 50% of the role in price discovery. To make the dominance clear, look at this chart where I add Bitmex Futures and Perp contract's dominance figure to create a single dominance index. There bitmex leads 936 of the total 1334 days (Bitfinex leads 298 days and coinbase and binance get 64 and 6 days). That is a lot. One possible reason for this might be Bitmex's low trading fee. Bitmex has a very generous -0.025% maker fee and price discovery tend to occur primarily in the market with smaller trading costs (Booth et al, 1999). It may also be because our market is mature. In mature markets, futures lead the price discovery.
Table 1: Days Lead
Out of 1334 days in the analysis, Bitmex futures leads the discovery in 571 days or nearly 43% of the duration. Bitfinex leads for 501 days. Bitfinex's high number is due to its extreme dominance in the early days.
Table 2: Correlation between the close price and Exchange's dominance index
Binance, Huobi, CME, and OkCoin had the most significant correlation with the close price. Bitmex, Coinbase, Bitfinex, and Bitstamp's dominance were negatively correlated. This was very interesting. To know more, I captured a yearwise correlation.
Table 3: Yearwise Correlation between the close price and Exchange's dominance index Price movement is pretty complicated. If one factor, like a dominant exchange, could explain it, everyone would be making money trading. With this disclaimer out of the way, let us try to make some conclusions. This year Bitfinex, Huobi, and OkEx, Tether based exchanges, discovery power have shown a high correlation with the close price. This means that when the traders there become successful, price rises. When the traders there are failing, Bitmex traders dominate and then the price is falling. I found this interesting as I have been seeing the OkEx whale who has been preceding price rises in this sub. I leave the interpretation of other past years to the reader.
My analysis does not include market data for other derivative exchanges like Huobi, OkEx, Binance, and Deribit. So, all future market's influence may be going to Bitmex. I did not add their data because they started having an impact recently. A more fair assessment may be to conclude this as the new power of derivative markets instead of attributing it as the power of Bitmex. But Bitmex has dominated futures volume most of the time (until recently). And they brought the concept of perpetual swaps.
There is a lot in this data. If you are making a trading algo think there is some edge here. Someday I will backtest some trading logic based on this data. Then I will have more info and might write more. But, this analysis was enough for to shift my focus from a Bitfinex based trading algorithm to a Bitmex based one. It has been giving me good results. If you have any good ideas that you want me to write about or discuss further please comment. If there is enough interest in this measurement, I can setup a live interface that provides the live value.
Well, February 22nd makes it one whole year. I think that's deserving of a top level post, right? Here are screenshots of the Mint Trends, which has every single expense from the past year categorized. I've added comments on each page. Expenses Overview Auto Expenses Food Expenses Home Expenses Utility Expenses Tax Expenses Healthcare Expenses Entertainment Expenses Main takeaways, my total expenses for the year was $37,700, but I'm going to dismiss about $15,000 of that as "one time" expenses from paying off my car and my furniture loan. A more reasonable number for my annual spend is $22,700. With my car payment gone, my highest expense category is Food, averaging $500 per month. This has room for improvement. Healthcare will look artificially low last year because of taking Tax Credits up front. This year I am not and will be paying $325 per month for health insurance. At ~$4000 per year, this puts healthcare at nearly 20% of my total expenses. Nothing else is particularly interesting. That $22,700 figure is a reasonable real-world number for me, but for future planning I'd still inflate that to $25,000 just to have more wiggle room. I may look into traveling this year, which would add some expense. Investments: Vanguard Investments: (All in VTSAX)
Traditional IRA: $299,000 -> $348,000
Roth IRA: $14,500 -> $18,150
Brokerage: $18,400 -> $22,900
Total Rollup: $331,800 -> $389,100. ~17% return
Other LTCG holdings: $145,000 -> $291,000 (other investment accounts and bitcoin) HSA Investment Account: $6000 -> $7400, with another $1700 in the "cash" holdings of the HSA. $9000 cash in Money Market & Checking Account. Finances Going Forward I had earned income last year so I didn't start my Roth Conversion Ladder last year. This year I decided I will be converting the $12,400 standard deduction + $9600 of the first tax bracket for a nice round $22,000 converted. Yes I'll owe a little bit of taxes, but it sets up my Roth with $22k in 5 years which should cover the majority of my expenses. And with $350k currently in tIRA and converting $22,000 per year, I won't be able to chew through it all before actual retirement age. I have about $20k from an old stock purchase plan that unlocks come April, which I will be selling and likely moving over to my money market account to shore up my "cash" holdings. My plan is to not really tap any of my "normal" investment accounts for as long as possible. I've been deferring to selling Bitcoin if I need to move some cash over. Last year I sold 3 bitcoin, one for $9300 in June, and then two at the end of December (for tax year Capital Gains reasons) for $7300 each. These were all LTCG at 0% taxed. AGI for last year is around $35,000. The Living Part: There's all the boring expenses and financial stuff. Now for the ever painful question that my beloved Grandmother loves to ask, "But gosh, what do you do with all of your time! I can't imagine being retired at your age!" Step 1, restful sleep. During my working career I lived off 6 hours of sleep every day. It made for exhausting weekends trying to "make it up." And luckily I'm not a generally stressful person or else it'd have been worse. But now I go to bed when I'm tired, and whenever I naturally wake up, I get up. This can lead to VERY weird hours since I'm often an extreme night owl. But I generally get 9-10 perfect restful uninterrupted dream-filled hours of sleep. I'm betrayed by my "Food Expense" breakdown, but I really am cooking more and eating better. I drink a lot of coffee and water at home and generally try to eat only one meal per day, but sometimes lunch and dinner. I don't normally eat breakfast, just have coffee when I wake up. And did I mention how much less painful it is to go grocery shopping when it's in the middle of the day and everyone's at work. It's so nice. I spend a lot of time on reddit browsing my front page, and I check out the YouTubers I follow that post daily, then check out any of the irregular posters. Depending on how much good stuff there is, this could go on for a few hours. I have a lot of hours playing video games. I tend toward puzzle games or building games (Factorio, Satisfactory) because they scratch that itch in my engineering brain. There are times at night where I'll spend hours on this website: https://www.puzzle-sudoku.com/ and play Sudoku or Nonograms or any of the other puzzle types on the bottom of the page. I'm doing my best to watch every single last show on Netflix. It's a daunting task, though it's surprising how often I drift back toward watching the same smattering of Star Trek: The Next Generation episodes rather than try something new. But I try and take recommendations and work my way through shows. And Podcasts! The joy of joys is when I come across a new-to-me podcast that has a huge backlog. I found a great ST:TNG rewatch podcast that had 108 episodes already done. I spent like 2 months watching the episode of TNG then immediately listening to their podcast about that episode, repeat repeat repeat. I'm currently working my way through The Adventure Zone, I'm on episode 46 of 155 with them. And they keep advertising the other podcasts The McElroys do so I'm sure I'll roll into one of those next. For many people podcasts are background noise, but I'll often just sit on the couch and concentrate on just listening the podcast. Outside of home, I can't wait for the weather to get nicer so I can go on more walks. Being a night owl I like going for walks at night. I live near our city center so I'm within blocks of city hall, the main library branch, and the fountain / park. I jump at any opportunity to hang out with friends. It's just about every weekend that we are getting together to hang out and play board games. Like I mentioned in one of the breakdowns, I've started to play D&D with my buddy and his wife. I'd never played before but he's been DMing for years (but hasn't had a group for 10+ years now). He's glad to be playing again, his wife loves it, and it's super convenient for them to stay home with the 5 month old daughter. (And baby gets to hang out with Uncle Oracle.) I get together with former co-workers every few months to keep in touch with them. One in particular I have a standing every-2-month bar date with. I remind them every so often that if they want to go out to lunch ever to just call me. Personal History Just a quick personal history in closing. I was an automotive engineer working for OEMs and Tier 1 suppliers in the Metro Detroit area. In the 2008 downturn I lost my job and was unemployed for 2 years and ended up getting my house foreclosed in 2010. By the time i got a job in March of 2010 I was basically at $0. I had a tiny amount in an 401k, had about $20,000 in credit card debt from being unemployed. But then I got a very well paying engineering job ($108k annual and eligible for time-and-half overtime). I kept living like I was unemployed, spent as little as possible and saved as much as possible. Through my parents I secured a mortgage on a nice 1 Bed / 1 Bath 900 sq ft condo. I paid off my CC debt in less than a year and kept banking cash and maxing my 401k every year. I heard about bitcoin in early 2013 (from a guildmate in World of Warcraft, believe it or not) and jumped on board. All time bitcoin price chart (log scale) for those unfamiliar with the history. I got in before the first spike to $1000 in December of 2013, and kept buying throughout the downswing in 2014 / 2015. In 2017 I sold 5.6 BTC for a total of $6000 and paid off the last of my student loans and my car, then a few months later I sold 4.25 BTC for $6700 and paid off the last of my condo mortgage. So in May of 2017 I was officially debt free and had a net worth of about $200,000. Then in the fall of 2017 was when bitcoin exploded. I knew I had to take profits here. Every time the price went up 10% I sold another bitcoin. $7500, $9000, $10700, $13000, $15500, $18600. I sold all the way up. I ended up selling about $100,000 in bitcoin that year and I pushed most of it into my Roth IRA and Brokerage accounts. Then I really started thinking about FIRE in early 2018. Started doing the math, tried to see what my expenses would be, and thought I'd give it ago. I've told myself from day 1 that I'd give this trial a solid 2 years. If I don't feel good about it, or the money doesn't seem right, then I'll still only be 40 years old and could (IMO) easily jump right back into an engineering gig. So I targeted early 2019 so I could frontload my 401k for two months, grab the annual bonus, then peace out. TL:DR: 38, FIREd, Money's looking right, Life is feeling right, everything is fine
Two Roads Diverge | Monthly FIRE Portfolio Update - May 2020
Two roads diverged in a yellow wood, And sorry I could not travel both And be one traveler, long I stood And looked down one as far as I could To where it bent in the undergrowth Robert Frost, The Road Not Taken This is my forty-second 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 Vanguard Lifestrategy High Growth Fund – $727 917 Vanguard Lifestrategy Growth Fund – $42 128 Vanguard Lifestrategy Balanced Fund – $78 569 Vanguard Diversified Bonds Fund – $110 009 Vanguard Australian Shares ETF (VAS) – $187 003 Vanguard International Shares ETF (VGS) – $39 987 Betashares Australia 200 ETF (A200) – $225 540 Telstra shares (TLS) – $1 726 Insurance Australia Group shares (IAG) – $7 741 NIB Holdings shares (NHF) – $5 652 Gold ETF (GOLD.ASX) – $117 714 Secured physical gold – $18 982 Ratesetter (P2P lending) – $11 395 Bitcoin – $159 470 Raiz app (Aggressive portfolio) – $16 357 Spaceship Voyager app (Index portfolio) – $2 492 BrickX (P2P rental real estate) – $4 477 Total portfolio value: $1 757 159 (+$62 325 or 3.7%) Asset allocation Australian shares – 41.4% (3.6% under) Global shares – 22.2% Emerging markets shares – 2.3% International small companies – 3.0% Total international shares – 27.4% (2.6% under) Total shares – 68.8% (6.2% under) Total property securities – 0.3% (0.3% over) Australian bonds – 4.4% International bonds – 9.7% Total bonds – 14.1% (0.9% under) Gold – 7.8% Bitcoin – 9.1% Gold and alternatives – 16.9% (6.9% over) Presented visually, below is a high-level view of the current asset allocation of the portfolio. [Chart] Comments This month featured a further recovery in the overall portfolio, continuing to effectively reduce the size of the large losses across the first quarter. The portfolio has increased by around $62 000, leading to a portfolio growth of 3.7 per cent. This means that around half of the large recent falls have been made up, and the portfolio sits around levels last reached in October of last year. [Chart] Leading the portfolio growth has been increases in Australian shares - particularly those held through the Betashares A200 and Vanguard VAS exchange traded funds, with both gaining over four per cent. Most other holdings remained steady, or fell slightly. Markets appear to be almost entirely disconnected from the daily announcements of the sharp effects of the global coronavirus pandemic and the resulting restrictions. Bond and equity markets seem to have different and competing expectations for the future, and equity markets - at best - are apparently intent on looking through the immediate recovery phase to a new period of strong expansion. [Chart] On some metrics, both major global and Australian equity markets can be viewed as quite expensive, especially as reduced dividends announced have largely yet to be delivered. Yet if historically low bond yields are considered, it can be argued that some heightening compared to historical equity market valuations may be sustainable. Reflecting this moment of markets holding their breath before one of two possible futures plays out, gold and Bitcoin remain elevated, and consequently above their target weightings. Perhaps the same contending forces are in evidence in a recent Australian Securities and Investment Commission study (pdf) which has found that average Australian retail investors have reacted to uncertainty by activating old brokerage accounts, trading more frequently, and holding securities for shorter periods. My own market activity has been limited to purchases of Vanguard Australian shares ETF (VAS) and the international share ETF (VGS), to bring the portfolio closer to its target allocations. Will Australia continue to be lucky through global slow downs? Despite this burst of market activity in the retail market, it is unclear how Australian markets and equities will perform against the background of a global economic slowdown. A frequently heard argument is that a small open trade exposed commodities provider such as Australia, with a more narrowly-based economy, may perform poorly in a phase of heightened risk. This recent Bank of England paper (pdf) makes the intriguing suggestion that this argument is not borne out by the historical record. In fact, the paper finds that industrial production in Australia, China and a mere handful of other economies has tended to increase following global risk shocks. A question remaining, however, is whether the recovery from this 'risk shock' may have different characteristics and impacts than similar past events. One key question may be the exact form of government fiscal and monetary responses adopted. Another is whether inflation or deflation is the likely pathway - an unknown which itself may rely on whether long-term trends in the velocity of money supply continue, or are broken. Facing all uncertainties, attention should be on tail risks - and minimising the odds of extreme negative scenarios. The case for this is laid out in this moving reflection by Morgan Housel. For this reason, I am satisfied that my Ratesetter Peer-to-Peer loans have been gradually maturing, reducing some 'tail risk' credit exposures in what could be a testing phase for borrowers through new non-bank lending channels in Australia. With accrued interest of over $13 000, at rates of around 9 per cent on average, over the five years of the investment, the loans have performed relatively well. A temporary sheltering port - spending continues to decline This month spending has continued to fall even as lockdown and other restrictions have slowly begun to ease. These extraordinary events have pushed even the smoothed average of three year expenditure down. [Chart] On a monthly basis credit card spending and total expenses have hit the lowest levels in more than six years. Apparently, average savings rates are up across many economies, though obviously individual experiences and starting points can differ dramatically. Total estimated monthly expenditure has also fallen below current estimates of distributions for the first time since a period of exceptionally high distributions across financial year 2017-18. The result of this is that I am briefly and surprisingly, for this month, notionally financially independent based on assumed distributions from the FIRE portfolio alone - at least until more normal patterns of expenditure are resumed. Following the lines of drift - a longer view on progress made Yet taking a longer view - and accounting for the final portfolio goal set - gives a different perspective. This is of a journey reaching toward, but not at, an end. The chart below traces in purely nominal dollar terms the progress of the total portfolio value as a percentage of the current portfolio goal of $2.18 million over the last 13 years. It also shows three labels, with the percentage progress at the inception of detailed portfolio data in 2007, at the start of this written record in January 2017, and as at January 1 of this year. [Chart] Two trend lines are shown - one a polynomial and the other exponential function - and they are extended to include a projection of future progress out to around 18 months. The line of fit is close for the early part of the journey, but larger divergences from both trend lines are evident in the past two years as the impact of variable investment returns on a larger portfolio takes hold. There are some modest inaccuracies introduced by the nominal methodology adopted - such as somewhat discounting early progress. A 2007 dollar had greater 'real' value and significance than is assigned to it by this representation. The chart does demonstrate, however, the approximate shape and length of the early journey - with it taking around 5 years to reach 20 per cent of the target, and 10 years to reach around half way. 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) 80.6% 108.4% Credit card purchases – $71 000 pa 98.3% 132.3% Total expenses – $89 000 pa 78.8% 106.0% Summary With aspects of daily life slowly and incrementally adjusting to a 'new normal', the longer-term question for the portfolio remains around how markets and government actions interact in a recovery phase. The progress of the portfolio over the past 13 years has seemed, when viewed from afar as in chart above, predictable, and almost inevitable. Through the years it has felt anything but so smoothly linear. Rather, tides and waves have pushed and pulled, in turn stalling progress, or pushing it further ahead than hopes have dared. It is possible that what lays ahead is a simple 'return leg', or more of the same. That through simple extrapolation around 80 per cent of the challenges already lay behind. Yet that is not the set of mind that I approach the remainder of the journey with. Rather, the shortness of the distance to travel has lent an extra focus on those larger, lower probability, events that could delay the journey or push it off-course. Those 'third' risks types of tail risks which Morgan Housel points out. In one sense the portfolio allocation aims to deal - in a probabilistic way - with the multiple futures that could occur. Viewed in this way, a gold allocation (and also Bitcoin) represents a long option on an extreme state of the economic world arising - as it did in the early 1980s. The 75 per cent target allocation to equities can be viewed as a high level of assurance around a 'base case' that human ingenuity and innovation will continue to create value over the long term. The bond portfolio, similarly, can be seen as assigning a 15 per cent probability that both of these hypotheses are incorrect, and that further market falls and possible deflation are ahead. That perhaps even an experience akin to the lengthy, socially dislocating, post-bubble phase in Japan presided over by its central bank lays in store. In other interesting media consumed this month, 'Fire and Chill', the brand new podcast collaboration between Pat the Shuffler and Strong Money Australia got off to an enjoyable start, tackling 'Why Bother with FIRE' and other topics. Additionally, investment company Incrementum has just published the latest In Gold We Trust report, which gives an arrestingly different perspective on potential market and policy directions from traditional financial sources. The detailed report questions the role and effectiveness of traditionally 'risk-free' assets like government bonds in the types of futures that could emerge. On first reading, the scenarios it contains appear atypical and beyond the reasonable contemplation of many investors - until it is recalled that up to a few years ago no mainstream economics textbook would have entertained the potential for persistent negative interest rates. As the paths to different futures diverge, drawing on the wisdom of others to help look as far as possible into the bends in the undergrowth ahead becomes the safest choice. The post, links and full charts can be seen here.
For Trading JULY 16th GS Earnings a Beat Prop-Trading Helps NASDAQ Still Weaker TWTR HACKED Today’s market got off to a decent start with the futures indicating a gain of about 500+, but it didn’t live up to its promise, falling back and reaching up “only” 428 and making that high by 9:45 and trading sideways to lower and making a low around 12:15 at + just 50 before turning back up to make a lower high +240 and selling off again, but making a late gain back to +310 before the last little selloff to close +227.51 (.85%), NASDAQ +61.91 (.59%), S&P 500 +29.04 (.91%), the Russell +50.05 (3.5%) and the big winner, DJ Transports +424.96 (4.56%). Market internals were strong with the NYSE A/D 5:1 and NAZ 4:1 with slightly higher volume than yesterday. The DJIA was 25:5 with the big gainer BA, +55 and UNH the big loser -31 DP’s. There was plenty of good news from the Beige Book gains, Industrial production +5.4% v 4.6 est., import / export gains and mortgage apps +5.1%. Tomorrow we have Initial and continuing claims, retail sales, Phili Fed, NAHB housing and business inventories. Plenty to obsess about! O