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XMR Trader, the Official Monero Trading Subreddit

The official Monero trading subreddit. Discuss price movements, market dynamics, news, and trades involving Monero here.
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Monero: the secure, private, untraceable currency

This is the official subreddit of Monero (XMR), a secure, private, untraceable currency that is open-source and freely available to all.
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AEONTRADER

A subreddit to discuss the trading of Aeon, a privacy focused cryptocurrency.
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A made a Bitcoin tracking spreadsheet complete with live crypto price updates, moon math, and a full history of your Portfolio and trading performance (fixed).

A made a Bitcoin tracking spreadsheet complete with live crypto price updates, moon math, and a full history of your Portfolio and trading performance (fixed).
I have posted this previously however since then coinmarketcap have changed their api. This version has a workaround for that - with the downside that it takes much longer to fetch price data. You will need to be patient when opening the file and when you press the price refresh button.
This is a spreadsheet that I have developed for myself gradually over the last couple years. I have found it very helpful for keeping track of my bitcoin holdings (great for tax purposes). No need to trust third party apps to keep your personal information - track it yourself.
There is a lot in here including;
Automatically updates prices from coinmarketcap. The top 200 coins included. Just select which ones you want to track by typing in the name.
You can even choose your local Fiat currency and get live conversion rates for any country.
https://preview.redd.it/f9w12ene5yo41.png?width=1536&format=png&auto=webp&s=be4af166ad3c3f22ecddac47084b8de358400bf0
No need to record details of every trade. Just keep track of your crypto purchases (from fiat) and what coins you currently hold. The spreadsheet will calculate the rest and keep a record of how your portfolio and holdings have changed over time (it logs this data every time you save the sheet)
https://preview.redd.it/uob5u0sf5yo41.png?width=1380&format=png&auto=webp&s=f24ed6e1a342c97844f9b7f784b03839f2b529e2
https://preview.redd.it/ql1yqsvg5yo41.png?width=602&format=png&auto=webp&s=ebfd082edb817a1d6b614fe127aa685d3414f65c
I find this very handy to see if your trading is actually profitable compared to the HODL method.

https://preview.redd.it/gwagpfth5yo41.png?width=929&format=png&auto=webp&s=cbb9177ff457efa598dc92a61d346ddc38c296cf
There are plenty of 'moon math' and analytics to see how bitcoin is trending. This includes a full history of bitcoins price which updates every time you open the sheet.

https://preview.redd.it/ewafzx4j5yo41.png?width=1455&format=png&auto=webp&s=1b2079600be53d855573707d13822323a9fdacee
This version has some bug fixes and a few new features including a 'Stock to flow' price prediction model;
https://preview.redd.it/g145x5u16yo41.png?width=767&format=png&auto=webp&s=180321b1b8641da48ffeb1de5cfb982d1fccf0da
free download from below. Instructions inside. You will need macros enabled if you want it to do the fancy stuff
https://www.dropbox.com/s/yjba4y6qdsye2qo/Cryptoprices11%20-%20for%20others.xlsm?dl=0
Edit: there seems to be a problem where there is a link to an old version of the spreadhseet. to fix; Open the workbook and go to Data>edit links https://imgur.com/yRk5juh
Then press 'change source' and select the same excel sheet that you have open (wherever you have it saved locally). https://imgur.com/pBJyZM9
submitted by Fly115 to Bitcoin [link] [comments]

I made bitcoin tracking spreadsheet complete with live crypto price updates, moon math, and a full history of your Portfolio and trading performance (Updated).

I made bitcoin tracking spreadsheet complete with live crypto price updates, moon math, and a full history of your Portfolio and trading performance (Updated).
This is a spreadsheet that I have developed for myself gradually over the last couple years. I have found it very helpful for keeping track of my bitcoin holdings (great for tax purposes). No need to trust third party apps to keep your personal information - track it yourself.
There is a lot in here including;
Automatically updates prices from coinmarketcap. The top 100 coins included. Just select which ones you want to track by typing in the name.
You can even choose your local Fiat currency and get live conversion rates for any country.

https://preview.redd.it/t0bg64lyt1q31.png?width=1536&format=png&auto=webp&s=040df5efdc4fcc2ae8b73b7dc1420ae9c0ea5c5a
No need to record details of every trade. Just keep track of your crypto purchases (from fiat) and what coins you currently hold. The spreadsheet will calculate the rest and keep a record of how your portfolio and holdings have changed over time (it logs this data every time you save the sheet)
https://preview.redd.it/2wc7s07ut1q31.png?width=1380&format=png&auto=webp&s=5d56680f5ea83ed3c57b16668fc6b086f35c2b46

https://preview.redd.it/cf00icj2u1q31.png?width=602&format=png&auto=webp&s=a306db2838428fc32c4ed4896453be5c6468fb03
I find this very handy to see if your trading is actually profitable compared to the HODL method.

https://preview.redd.it/vj99j8w3u1q31.png?width=929&format=png&auto=webp&s=ae70fccd065fab63c2f34afff950b2f1fd39b4db
There are plenty of 'moon math' and analytics to see how bitcoin is trending. This includes a full history of bitcoins price which updates every time you open the sheet.

https://preview.redd.it/s2uymtibu1q31.png?width=1455&format=png&auto=webp&s=546065830266655eafbb25b4b8bcfd29fa6261f3
This version has some bug fixes and a few new features including a 'Stock to flow' price prediction model;

https://preview.redd.it/phvt1lr2t1q31.png?width=881&format=png&auto=webp&s=5ea3d6d1d7a031c3834a1f878ccd752d8530bfdc
free download from below. Instructions inside. You will need macros enabled if you want it to do the fancy stuff.
https://www.dropbox.com/s/5vq8lglmnrt9dfv/Cryptoprices10%20-%20For%20others.xlsm?dl=0
Let me know if you have any issues.
submitted by Fly115 to Bitcoin [link] [comments]

I made a complete bitcoin spreadsheet (excel) with live crypto price updates, moon math, and a full history of your Portfolio and trading performance.

I made a complete bitcoin spreadsheet (excel) with live crypto price updates, moon math, and a full history of your Portfolio and trading performance.
This is a spreadsheet that I have developed for myself over the last year or so. I have found it very helpful for keeping track of my bitcoin holdings (great for tax purposes) and how well my trading decisions have been (not great). I figure it's time to share.
There is a lot in here including;
Automatically updates prices from coinmarketcap. Nearly 2000 coins included. Just select which ones you want to track by typing in the name.
You can even choose your local Fiat currency and get live conversion rates for any country.

https://preview.redd.it/zgsggn369pk11.png?width=602&format=png&auto=webp&s=8db3d0b1118d5d7b402988339f696e620a69f780
No need to record details of every trade. Just keep track of your bitcoin purhcases (from fiat) and what coins you currently hold. The spreadsheet will calculate the rest and keep a record of how your portfolio and holdings have changed over time.

https://preview.redd.it/yqt28sf79pk11.png?width=602&format=png&auto=webp&s=c4b5c4aecc226cbc39139e4d5d050e0f7430a494

This data gets saved every time you save the spreadsheet.

https://preview.redd.it/b00vize89pk11.png?width=602&format=png&auto=webp&s=152d1a0698712941b643a063270174378f4bd6e5
I find this very handy to see if your trading is actually profitable compared to the HODL method.

https://preview.redd.it/0d8o7dba9pk11.png?width=929&format=png&auto=webp&s=e17d0f256465b24bb9c67a4e14a7ad55c9e0dc01

Oh yes and there are plenty of 'moon math' and analytics to see how bitcoin is trending and how far off you are from a lambo. This includes a full history of bitcoins price which updates every time you open the sheet.


https://preview.redd.it/pveh8ehb9pk11.png?width=602&format=png&auto=webp&s=e750e06735558f34a7bddcb13b2092f641f49db9
Also includes a bitcoin block countdown time (i.e number of days until halvening), and a 'regret calculator' among others.
free download from here. Instructions inside. You will need macros enabled (if you want it to do the fancy stuff).
https://www.dropbox.com/s/2n8xpn9r8oyetli/Cryptoprices9%20-%20For%20others.xlsm?dl=0
Let me know if you have any issues.
submitted by Fly115 to Bitcoin [link] [comments]

12-21 19:53 - '"Range-bound" trading is a simple matter of learning the history of the prices in the commodity, or crypto, in which you want to invest. Does the history repeat?' (cryptodetail.com) by /u/Xeon4D removed from /r/Bitcoin within 31-41min

"Range-bound" trading is a simple matter of learning the history of the prices in the commodity, or crypto, in which you want to invest. Does the history repeat?
Go1dfish undelete link
unreddit undelete link
Author: Xeon4D
submitted by removalbot to removalbot [link] [comments]

I made a complete bitcoin spreadsheet (excel) with live crypto price updates, moon math, and a full history of your Portfolio and trading performance. /r/Bitcoin

I made a complete bitcoin spreadsheet (excel) with live crypto price updates, moon math, and a full history of your Portfolio and trading performance. /Bitcoin submitted by ABitcoinAllBot to BitcoinAll [link] [comments]

In ‘order history’ why is the trading price in bitcoin only and not also in USD currency ( or what ever currency of your country)? It’s tedious trying to convert that to the current market price which for me is in usd.

submitted by hillo_world to binance [link] [comments]

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018 submitted by finchain_china to btc [link] [comments]

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. Im very excited about it! #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. Im very excited about it! #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018 submitted by BitcoinAllBot to BitcoinAll [link] [comments]

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018 submitted by ImagesOfNetwork to ImagesOfChina [link] [comments]

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018

2017 is a revolution year for btc price history. I think the upcomming year will be another great one for BTC. I’m very excited about it! 🤩 #bitcoins #blockchain #digitalcurrency #money #futuremoney #crypto #bincoin #cryptocurrency #finchain #investment #china #coin #trade #2018 submitted by ImagesOfNetwork to ImagesOfThe2010s [link] [comments]

[Daily Discussion] Thursday, August 20, 2020

Thread topics include, but are not limited to:
Thread guidelines:
Other ways to interact:
submitted by AutoModerator to BitcoinMarkets [link] [comments]

GDAX trade history: Does the green/red mean price increase/decrease? Or does it mean buy/sell? /r/Bitcoin

GDAX trade history: Does the green/red mean price increase/decrease? Or does it mean buy/sell? /Bitcoin submitted by BitcoinAllBot to BitcoinAll [link] [comments]

[Discussion] Global Recession's potential damage to SCM and CSGO item price? Open discussion.

Hi there. First time posting :)
The last global recession was back in 2008. All the asset were heavily corrected or even become undervalue. Bitcoin was started 2009. And CSGO was started in 2012. Just an open discussion here:
Any thoughts about "IF" there's a global recession. How bad it will or might hurt the virtual asset? Do you think the CSGO trading ecosystem might also get hurt? EG. People who wants to cash out faster than before so the price will drop significantly.
Another plus point to discuss: We have noticed that the CSGO item prices are heavily influenced by the Chinese Collector and Trader. Any thoughts about "IF" Chinese Economy situation turn sour or facing correction. Will it also affect the CSGO item price?
This is more or less like an Macroeconomic discussion based on the thing I know. I believe that some of you here might also have some good point about this topic.
My opinion toward this topic is quite simple. I think the virtual market haven't been truly tested by the real world market. It might be just a peanut comparing with the real market. However, I think all the virtual item's price might be relatively overvalued in the history, especially with the high-end items. Therefore, I am a bit cautious about buying/investing them at the moment.
This is one of my interested topic toward CSGO item trading and investing. Please leave your 2 cent. Any thoughts are welcome. Also, correct me if I am wrong. Cheers :)
submitted by Jarvis-Su to csgomarketforum [link] [comments]

PayPal vs Square: Which Fintech Stock Is A Better Buy?

The COVID-19 pandemic is accelerating digitalization and has led to a spike in online transactions and e-commerce sales. According to PayPal, the penetration of e-commerce as a percentage of retail sales in the first half of 2020 outpaced prior external forecast by 3 to 5 years. Both consumers and merchants are increasingly adopting digital payments as contactless transactions have become increasingly important amid the current crisis.
The rapid penetration of digital payments led to double-digital revenue growth in the second quarter for PayPal and Square. Using the TipRanks Stock Comparison tool, we will place these two fintech payment firms alongside each other to assess which stock offers a more compelling investment opportunity.
PayPal Holdings (PYPL)
PayPal, which was spun off from eBay in 2015, has emerged as the digital payment leader. In the second quarter, PayPal added 21.3 million net new active accounts, reflecting a 137% Y/Y rise and marking the strongest growth in the company’s history thanks to a surge in e-commerce and digital payments. As of the end of 2Q, PayPal had 346 million active accounts with over 26 million merchant accounts.
The company’s 2Q revenue surged 22.2% Y/Y to $5.26 billion. And adjusted EPS rose 49% to $1.07 as the adjusted operating margin expanded 504 basis points to 28.2%. Total Payment Volume or TPV, which indicates payments processed through the PayPal platform, grew about 29% to $222 billion. Venmo, Paypal’s mobile payments platform, witnessed a 52% growth in its TPV to $37 billion.
Following the strong 2Q momentum, PayPal reinstated its 2020 guidance and in fact, raised it. The company expects revenue growth of 20% and adjusted EPS growth of about 25%. It anticipates adding 70 million net new active accounts this year.
To boost its top-line further and promote touchless payments, PayPal launched QR Code technology in 28 markets globally in May. CVS Pharmacy will be the first retail chain to offer its customers the option to use PayPal and Venmo QR codes at checkout in its US stores. The company will also launch Venmo credit card this year.
PayPal has also expanded its Visa Direct partnership globally to accelerate real-time access to funds for small businesses, consumers and partners across its platform. This collaboration enables PayPal to extend global white label Visa Direct payout services through PayPal and its Braintree, Hyperwallet and iZettle platforms.
On Sept. 22, Mizuho Securities analyst Dan Dolev reiterated a Buy rating for PayPal with a price target of $285 as the Mizuho E-Commerce Tracker showed that unique views across key PayPal partner sites (like Etsy, Groupon and Wayfair) remained strong in July and August and also pointed to potential signs of life in the beleaguered travel category.
The Tracker also indicated that PayPal’s unique views continued to grow ahead of partner websites in the last two months, reflecting persistent share gains for the checkout button. Overall, the analyst expects strong July and August e-commerce trends coupled with share gains to bode well for the company’s second-half TPV. (See PYPL stock analysis on TipRanks)
PayPal stock has rallied about 74% year-to-date and could rise further by 17% in the coming months as indicated by the average analyst price target of $219.77. The stock scores a Strong Buy consensus based on 28 Buys, 5 Holds and no Sell ratings.
Square (SQ)
Payment facilitator Square is growing rapidly as consumers and businesses are migrating online at a faster pace amid the pandemic. From February through August 2020, there was a 13.2 percentage point increase in the share of Square sellers accepting online payments and by August, over 40% of all Square sellers were accepting online payments. Also, by August, more than 7 in 10 Square sellers were accepting contactless payments.
The company’s Cash App ecosystem delivered $1.2 billion in revenue in the second quarter, reflecting a whopping 361% Y/Y growth. The Cash App had over 30 million monthly transacting active customers in June. Aside from the accelerated digital migration, Cash App also gained from the impact of Fed stimulus, unemployment checks and tax refunds.
Second-quarter revenue grew about 64% Y/Y to $1.92 billion. But excluding bitcoin revenue, net revenue of $1.05 billion was flat Y/Y. Meanwhile, 2Q adjusted EPS declined 14.3% to $0.18. The strong growth in Cash App revenue was offset by the 17% decline in the company’s core higher-margin Seller business to $723 million. Square’s gross payment volume or GPV fell 15% Y/Y to $22.8 billion.
The Seller segment was impacted by lower volumes as several businesses were forced to close amid the shelter-in-place orders triggered by the pandemic. However, the company stated that the Sellers business improved with each month in the quarter as restrictions eased and more sellers adapted to the contactless platform.
Meanwhile, GPV from online channels grew over 50% and accounted for 25% of the Seller GPV reflecting the rapid adaption of online solutions by the sellers. (See SQ stock analysis on TipRanks)
Recently, the company announced two new features called On-Demand Pay for employees and Instant Payments for employers. These new features will further integrate Square’s Seller and Cash App ecosystems to offer financial services and simplify payroll.
Loop Capital analyst Kenneth Hill has just initiated coverage of Square with a Buy rating and a price target of $169. The analyst sees a great deal of upside ahead in the fintech company, driven by further investment in the business and monetization of the Cash App. Hill also believes that on the Seller side, the SMB network should "hold in well and continue a sustained recovery."
The Street has a cautious Moderate Buy consensus for Square with 14 Buys, 12 Holds and 2 Sells. Square stock has risen a stellar 149% year-to-date, so the average analyst price target of $151.77 indicates a possible downside of 2.5% ahead.
Bottom line
Both PayPal and Square have strong growth prospects in the digital payments world. If we look at the Street’s consensus and further upside potential, PayPal stock appears to be a better choice than Square currently.
To find good ideas for stocks trading at attractive valuations, visit TipRanks’ Best Stocks to Buy, a newly launched tool that unites all of TipRanks’ equity insights.
https://finance.yahoo.com/news/paypal-vs-square-fintech-stock-102007024.html
submitted by Brothanogood to stocks [link] [comments]

DITO rockets up 20%, drops 30%, then finishes flat... the Aristocrats! (Wednesday, Oct 7)

Happy Wednesday, Barkada --

The PSE closed down 28 points to 5911 ▼0.5%.

Good news! I have a couple of people who are potentially interested in sponsoring MB, so I'm excited to explore those opportunities. My goal has always been to simply be revenue neutral, and to keep MB free for everyone to enjoy. (inb4 "RAID Shadow Legends" ad)
Shout-out to Christine for her suggestion to try and improve the bottom-line of MB by moving from Mailchimp to SendFox. It's something I'm going to look into, but I'm very careful about making changes. I'll have to investigate. Thanks also to Jack_ol_lantern for suggesting ways to leverage my domain to try a "roll your own" alternative, and to nikohd for suggesting I offer a bitcoin donation address.
I've got lots to study this weekend! No complaints here, though. Exciting times in MB town.

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submitted by DuncnIdahosBandurria to phinvest [link] [comments]

Bitcoin has more intrinsic value than stocks

A common argument thrown by traditional investors is that cryptocurrencies don't have an intrinsic value. The classical example is saying that Bitcoin is not as good as gold because you can build stuff with gold, while Bitcoin's only use is speculation, but I don't find this true at all.
First of all, you can use Bitcoin to pay fees to write into the most decentralized and robust database in history. That by itself has instrinsic value. And second but not less important, you can actually own Bitcoin easily. A lot of investors don't actually possess gold. They posses contracts that say that they own gold “somewhere” with no easy way or no way at all to redeem it. So you usually couldn't due anything with the gold you “own”. You cannot melt it, forge it, or anything.
Same for stocks. They often are not under your name. Heck, sometimes there are not even stocks involved at all. You only have a contract that tracks the price of them. So, a lot of people can't do anything with their stocks other than trading them through intermediaries and during trading hours/days. You usually don't receive a dividend or have a way to vote on the company's direction. Unlike some cryptocurrencies that actually provide you with that and you can actually own by yourself, unlike the gold, stocks, or forex, you probably would never be able to withdrawn (only your balance in a specific asset, not in any other of the assets you allegedly possess).
Yesterday I tried to discuss this on investing, and I got a lot of backlash, with a lot of people missing the point, thinking that I was suggesting buying stocks based on the dividends they offer or something similar, which is far from what I'm saying. So I thought about starting the same discussion in this community to see if the argument lands better or I'm really missing something here.
What do you think?
submitted by alive_consequence to Bitcoin [link] [comments]

MicroStrategy's $425M BTC investment thesis - "buy something that can either get cut in half or 10x"

Amidst all of the DeFi volatility, drama and excitement, Bitcoin has started to seem rather boring. Its price is more or less flat to where it was a year ago and you can’t even farm Yams with it.
While some have started to view Bitcoin as a useless digital rock, someone did find an interesting use case for it. This week, more details surfaced around how MicroStrategy CEO Michael Saylor convinced the board of a publicly traded company to allocate nearly all of the company’s $500M cash position to bitcoin.
Michael Saylor
Saylor graduated from MIT in 1987 and founded Microstrategy at the age of 24. MicroStrategy is a “Business Intelligence” company, which basically creates software that allows companies to use their own data to drive decision making.
Interesting side note - Saylor, like any good 90’s internet entrepreneur, also bought a bunch of internet domains and was the guy who ultimately sold Voice.com to Block.One (EOS) for $30M.
MicroStrategy’s’ $500M Problem
To most people, having $500 million in cash doesn’t sound like a problem. Up until recently, it wasn’t for large corporations either. There was a time before the ‘08 financial crisis when the risk free rate of return on cash was 5% a year. This means a company could sit on $500M, earn $25M a year for doing nothing, and have cash on hand for a rainy day.
Fast forward to today, when the risk free rate of return has plummeted to 0.69% due to loose fiscal policies (money printer go BRRRR) alongside inflating asset prices, and it’s a different story. In Saylor’s own words, “we just had the awful realization that we were sitting on top of a $500 million ice cube that’s melting.”
Cash is Trash
So what’s a corporation to do with a $500M melting ice cube? It turns out it’s not that easy to unload half a billion dollars in a short amount of time.
You could buy back half a billion of your own company’s shares. For a company like MSTR, Saylor estimated that would take 4 years. Time MiscroStrategy didn’t have.
You could buy real estate. However, commercial real estate prices have collapsed post COVID while property owners still believe their assets are worth what they were in January. In other words, good luck getting a fair market price.
You could buy blue chip equities. Amazon, Apple, Google, Facebook. However, your risk is symmetric. They can each fall 50% just as easily as they can go up 50%.
That left Saylor with silver, gold, Bitcoin, and other alternative assets. A move the company announced it was exploring on a July earnings call.
A Bold Purchase
Saylor ultimately wanted something that could either get cut in half, or go up by a factor of 10. An investment akin to what buying Amazon or Apple in 2012 was. In other words, asymmetric risk.
As a student of technological history, Saylor observed that the winning strategy over the last ten years has been to find some kind of “digitally dominant network” that dematerializes something fundamental to society. Apple dematerialized mobile communications. Amazon dematerialized commerce. Google dematerialized the process of gathering information.
Something Saylor noted was common to all recent 10X opportunities is buying when they’ve achieved $100B+ marketcaps and are ten times the size of their next biggest competitor. As Bitcoin is the dominant digital network dematerializing money that’s 10x the size of any cryptocurrency competing to be a store-of-value (not counting ETH here), it fit the bill.
Making the purchase
With the thesis in place, the next thing Saylor had to do was get everyone at MicroStrategy to sign-off on the unorthodox decision. To do this, he simply made everyone go down the same Bitcoin rabbithole that most people in the industry have gone down.
He made everyone at the company watch Andreas Antonopoulous videos, read The Bitcoin Standard, watch Eric Vorhees debate Peter Schiff and listen to Pomp and NLW podcasts. With no strong detractors, MicroStrategy turned to execution. They first put $250M to work purchasing 21,454 BTC in August and another $175M (16,796 BTC) in September for a total $425M and 38,250 BTC.
What’s fascinating is that MicroStrategy was able to open such a large position without really moving the market or anyone even taking notice. This speaks to just how liquid of an asset BTC has become. To acquire the September tranche of BTC, Saylor disclosed that they traded continuously for 74 hours, executing 88,617 trades of .19 BTC every 3 seconds.
One for the history books
Skeptics noted that shares of MSTR have been on the downtrend since 2013, as the real reason behind MicroStrategy’s bold move. Regardless, the move has interesting implications for the company’s shareholders. As TBI observed, MicroStrategy is now both a software company and with ⅓ of its marketcap in Bitcoin, a pseudo Bitcoin ETF. At the time of writing, MSTR is up 20% on the week.
Only time will tell if history looks back on this move as a brilliant strategic decision or a massive corporate blunder. In the short term, it scores a massive win for Bitcoin’s digital gold investment thesis.
Billionaire hedge fund manager Paul Tudor Jones is in. A publicly traded corporation has made Bitcoin it’s primary treasury asset. As CFOs and fund managers around the world undoubtedly take notice, one has to wonder, who’s next?
PS - I based a lot of this article on Pomp’s interview with Michael Saylor, which I recommend giving a listen.
Original article
Source
submitted by CryptigoVespucci to Bitcoin [link] [comments]

Meet Brock Pierce, the Presidential Candidate With Ties to Pedophiles Who Wants to End Human Trafficking

thedailybeast.com | Sep. 20, 2020.
The “Mighty Ducks” actor is running for president. He clears the air (sort of) to Tarpley Hitt about his ties to Jeffrey Epstein and more.
In the trailer for First Kid, the forgettable 1996 comedy about a Secret Service agent assigned to protect the president’s son, the title character, played by a teenage Brock Pierce, describes himself as “definitely the most powerful kid in the universe.” Now, the former child star is running to be the most powerful man in the world, as an Independent candidate for President of the United States.
Before First Kid, the Minnesota-born actor secured roles in a series of PG-rated comedies, playing a young Emilio Estevez in The Mighty Ducks, before graduating to smaller parts in movies like Problem Child 3: Junior in Love. When his screen time shrunk, Pierce retired from acting for a real executive role: co-founding the video production start-up Digital Entertainment Network (DEN) alongside businessman Marc Collins-Rector. At age 17, Pierce served as its vice president, taking in a base salary of $250,000.
DEN became “the poster child for dot-com excesses,” raising more than $60 million in seed investments and plotting a $75 million IPO. But it turned into a shorthand for something else when, in October of 1999, the three co-founders suddenly resigned. That month, a New Jersey man filed a lawsuit alleging Collins-Rector had molested him for three years beginning when he was 13 years old. The following summer, three teens filed a sexual-abuse lawsuit against Pierce, Collins-Rector, and their third co-founder, Chad Shackley. The plaintiffs later dropped their case against Pierce (he made a payment of $21,600 to one of their lawyers) and Shackley. But after a federal grand jury indicted Collins-Rector on criminal charges in 2000, the DEN founders left the country. When Interpol arrested them in 2002, they said they had confiscated “guns, machetes, and child pornography” from the trio’s beach villa in Spain.
While abroad, Pierce had pivoted to a new venture: Internet Gaming Entertainment, which sold virtual accessories in multiplayer online role-playing games to those desperate to pay, as one Wired reporter put it, “as much as $1,800 for an eight-piece suit of Skyshatter chain mail” rather than earn it in the games themselves. In 2005, a 25-year-old Pierce hired then-Goldman Sachs banker Steve Bannon—just before he would co-found Breitbart News. Two years later, after a World of Warcraft player sued the company for “diminishing” the fun of the game, Steve Bannon replaced Pierce as CEO.
Collins-Rector eventually pleaded guilty to eight charges of child enticement and registered as a sex offender. In the years that followed, Pierce waded into the gonzo economy of cryptocurrencies, where he overlapped more than once with Jeffrey Epstein, and counseled him on crypto. In that world, he founded Tether, a cryptocurrency that bills itself as a “stablecoin,” because its value is allegedly tied to the U.S. dollar, and the blockchain software company Block.one. Like his earlier businesses, Pierce’s crypto projects see-sawed between massive investments and curious deals. When Block.one announced a smart contract software called EOS.IO, the company raised $4 billion almost overnight, setting an all-time record before the product even launched. The Securities and Exchange Commission later fined the company $24 million for violating federal securities law. After John Oliver mocked the ordeal, calling Pierce a “sleepy, creepy cowboy,” Block.one fired him. Tether, meanwhile, is currently under investigation by the New York Attorney General for possible fraud.
On July 4, Pierce announced his candidacy for president. His campaign surrogates include a former Cambridge Analytica director and the singer Akon, who recently doubled down on developing an anonymously funded, $6 billion “Wakanda-like” metropolis in Senegal called Akon City. Pierce claims to be bipartisan, and from the 11 paragraphs on the “Policy” section of his website it can be hard to determine where he falls on the political spectrum. He supports legalizing marijuana and abolishing private prisons, but avoids the phrase “climate change.” He wants to end “human trafficking.” His proposal to end police brutality: body cams.
His political contributions tell a more one-sided story. Pierce’s sole Democratic contribution went to the short-lived congressional run of crypto candidate Brian Forde. The rest went to Republican campaigns like Marco Rubio, Rick Perry, John McCain, and the National Right to Life Political Action Committee. Last year alone, Pierce gave over $44,000 to the Republican National Committee and more than $55,000 to Trump’s re-election fund.
Pierce spoke to The Daily Beast from his tour bus and again over email. Those conversations have been combined and edited for clarity.
You’re announcing your presidential candidacy somewhat late, and historically, third-party candidates haven’t had the best luck with the executive office. If you don’t have a strong path to the White House, what do you want out of the race?
I announced on July 4, which I think is quite an auspicious date for an Independent candidate, hoping to bring independence to this country. There’s a lot of things that I can do. One is: I’m 39 years old. I turn 40 in November. So I’ve got time on my side. Whatever happens in this election cycle, I’m laying the groundwork for the future. The overall mission is to create a third major party—not another third party—a third major party in this country. I think that is what America needs most. George Washington in his closing address warned us about the threat of political parties. John Adams and the other founding fathers—their fear for our future was two political parties becoming dominant. And look at where we are. We were warned.
I believe, having studied systems, any time you have a system of two, what happens is those two things come together, like magnets. They come into collision, or they become polarized and become completely divided. I think we need to rise above partisan politics and find a path forward together. As Albert Einstein is quoted—I’m not sure the line came from him, but he’s quoted in many places—he said that the definition of insanity is making the same mistake or doing the same thing over and over and over again, expecting a different result. [Ed. note: Einstein never said this.] It feels like that’s what our election cycle is like. Half the country feels like they won, half the country feels like they lost, at least if they voted or participated.
Obviously, there’s another late-comer to the presidential race, and that’s Kanye West. He’s received a lot of flak for his candidacy, as he’s openly admitted to trying to siphon votes away from Joe Biden to ensure a Trump victory. Is that something you’re hoping to avoid or is that what you’re going for as well?
Oh no. This is a very serious campaign. Our campaign is very serious. You’ll notice I don’t say anything negative about either of the two major political candidates, because I think that’s one of the problems with our political system, instead of people getting on stage, talking about their visionary ideas, inspiring people, informing and educating, talking about problems, mentioning problems, talking about solutions, constructive criticism. That’s why I refuse to run a negative campaign. I am definitely not a spoiler. I’m into data, right? I’m a technologist. I’ve got digital DNA. So does most of our campaign team. We’ve got our finger on the pulse.
Most of my major Democratic contacts are really happy to see that we’re running in a red state like Wyoming. Kanye West’s home state is Wyoming. He’s not on the ballot in Wyoming I could say, in part, because he didn’t have Akon on his team. But I could also say that he probably didn’t want to be on the ballot in Wyoming because it’s a red state. He doesn’t want to take additional points in a state where he’s only running against Trump. But we’re on the ballot in Wyoming, and since we’re on the ballot in Wyoming I think it’s safe—more than safe, I think it’s evident—that we are not here to run as a spoiler for the benefit of Donald Trump.
In running for president, you’ve opened yourself up to be scrutinized from every angle going back to the beginning of your career. I wanted to ask you about your time at the Digital Entertainment Network. Can you tell me a little bit about how you started there? You became a vice president as a teenager. What were your qualifications and what was your job exactly?
Well, I was the co-founder. A lot of it was my idea. I had an idea that people would use the internet to watch videos, and we create content for the internet. The idea was basically YouTube and Hulu and Netflix. Anyone that was around in the ‘90s and has been around digital media since then, they all credit us as the creators of basically those ideas. I was just getting a message from the creator of The Vandals, the punk rock band, right before you called. He’s like, “Brock, looks like we’re going to get the Guinness Book of World Records for having created the first streaming television show.”
We did a lot of that stuff. We had 30 television shows. We had the top most prestigious institutions in the world as investors. The biggest names. High-net-worth investors like Terry Semel, who’s chairman and CEO of Warner Brothers, and became the CEO of Yahoo. I did all sorts of things. I helped sell $150,000 worth of advertising contracts to the CEOs of Pepsi and everything else. I was the face of the company, meeting all the major banks and everything else, selling the vision of what the future was.
You moved in with Marc Collins-Rector and Chad Shackley at a mansion in Encino. Was that the headquarters of the business?
All start-ups, they normally start out in your home. Because it’s just you. The company was first started out of Marc’s house, and it was probably there for the first two or three months, before the company got an office. That’s, like, how it is for all start-ups.
were later a co-defendant in the L.A. County case filed against Marc Collins-Rector for plying minors with alcohol and drugs, in order to facilitate sexual abuse. You were dropped from the case, but you settled with one of the men for $21,600. Can you explain that?
Okay, well, first of all, that’s not accurate. Two of the plaintiffs in that case asked me if I would be a plaintiff. Because I refused to be a part of the lawsuit, they chose to include me to discredit me, to make their case stronger. They also went and offered 50 percent of what they got to the house management—they went around and offered money to anyone to participate in this. They needed people to corroborate their story. Eventually, because I refused to participate in the lawsuit, they named me. Subsequently, all three of the plaintiffs apologized to me, in front of audiences, in front of many people, saying Brock never did anything. They dismissed their cases.
Remember, this is a civil thing. I’ve never been charged with a crime in my life. And the last plaintiff to have his case dismissed, he contacted his lawyer and said, “Dismiss this case against Brock. Brock never did anything. I just apologized. Dismiss his case.” And the lawyer said, “No. I won’t dismiss this case, I have all these out-of-pocket expenses, I refuse to file the paperwork unless you give me my out-of-pocket expenses.” And so the lawyer, I guess, had $21,000 in bills. So I paid his lawyer $21,000—not him, it was not a settlement. That was a payment to his lawyer for his out-of-pocket expenses. Out-of-pocket expenses so that he would file the paperwork to dismiss the case.
You’ve said the cases were unfounded, and the plaintiffs eventually apologized. But your boss, Marc Collins-Rector later pleaded guilty to eight charges of child enticement and registered as a sex offender. Were you aware of his behavior? How do you square the fact that later allegations proved to be true, but these ones were not?
Well, remember: I was 16 and 17 years old at the time? So, no. I don’t think Marc is the man they made him out to be. But Marc is not a person I would associate with today, and someone I haven’t associated with in a very long time. I was 16 and 17. I chose the wrong business partner. You live and you learn.
You’ve pointed out that you were underage when most of these allegations were said to take place. Did you ever feel like you were coerced or in over your head while working at DEN?
I mean, I was working 18 hours a day, doing things I’d never done before. It was business school. But I definitely learned a lot in building that company. We raised $88 million. We filed our [form] S-1 to go public. We were the hottest start-up in Los Angeles.
In 2000, you left the country with Marc Collins-Rector. Why did you leave? How did you spend those two years abroad?
I moved to Spain in 1999 for personal reasons. I spent those two years in Europe working on developing my businesses.
Interpol found you in 2002. The house where you were staying reportedly contained guns, machetes, and child pornography. Whose guns and child porn were those? Were you aware they were in the house, and how did those get there?
My lawyers have addressed this in 32 pages of documentation showing a complete absence of wrongdoing. Please refer to my webpage for more information.
[Ed. Note: The webpage does not mention guns, machetes, or child pornography. It does state:“It is true that when the local police arrested Collins-Rector in Spain in 2002 on an international warrant, Mr. Pierce was also taken into custody, but so was everyone at Collins-Rector’s house in Spain; and it is equally clear that Brock was promptly released, and no charges of any kind were ever filed against Brock concerning this matter.”]
What do you make of the allegations against Bryan Singer? [Ed. Note: Bryan Singer, a close friend of Collins-Rector, invested at least $50,000 in DEN. In an Atlantic article outlining Singer’s history of alleged sexual assault and statutory rape, one source claimed that at age 15, Collins-Rector abused him and introduced him to Singer, who then assaulted him in the DEN headquarters.]
I am aware of them and I support of all victims of sexual assault. I will let America’s justice system decide on Singer’s outcome.
In 2011, you spoke at the Mindshift conference supported by Jeffrey Epstein. At that point, he had already been convicted of soliciting prostitution from a minor. Why did you agree to speak?
I had never heard of Jeffrey Epstein. His name was not on the website. I was asked to speak at a conference alongside Nobel Prize winners. It was not a cryptocurrency conference, it was filled with Nobel Prize winners. I was asked to speak alongside Nobel Prize winners on the future of money. I speak at conferences historically, two to three times a week. I was like, “Nobel Prize winners? Sounds great. I’ll happily talk about the future of money with them.” I had no idea who Jeffrey Epstein was. His name was not listed anywhere on the website. Had I known what I know now? I clearly would have never spoken there. But I spoke at a conference that he cosponsored.
What’s your connection to the Clinton Global Initiative? Did you hear about it through Jeffrey Epstein?
I joined the Clinton Global Initiative as a philanthropist in 2006 and was a member for one year. My involvement with the Initiative had no connection to Jeffrey Epstein whatsoever.
You’ve launched your campaign in Minnesota, where George Floyd was killed by a police officer. How do you feel about the civil uprising against police brutality?
I’m from Minnesota. Born and raised. We just had a press conference there, announcing that we’re on the ballot. Former U.S. Senator Dean Barkley was there. So that tells you, when former U.S. Senators are endorsing the candidate, right?
[Ed. note: Barkley was never elected to the United States Senate. In November of 2002, he was appointed by then Minnesota Governor Jesse Venture to fill the seat after Sen. Paul Wellstone died in a plane crash. Barkley’s term ended on Jan. 3, 2003—two months later.]
Yes, George Floyd was murdered in Minneapolis. My vice-presidential running mate Karla Ballard and I, on our last trip to Minnesota together, went to visit the George Floyd Memorial. I believe in law and order. I believe that law and order is foundational to any functioning society. But there is no doubt in my mind that we need reform. These types of events—this is not an isolated incident. This has happened many times before. It’s time for change. We have a lot of detail around policy on this issue that we will be publishing next week. Not just high-level what we think, not just a summary, but detailed policy.
You said that you support “law and order.” What does that mean?
“Law and order” means creating a fair and just legal system where our number one priority is protecting the inalienable rights of “Life, Liberty and the pursuit of Happiness” for all people. This means reforming how our police intervene in emergency situations, abolishing private prisons that incentivize mass incarceration, and creating new educational and economic opportunities for our most vulnerable communities. I am dedicated to preventing crime by eliminating the socioeconomic conditions that encourage it.
I support accountability and transparency in government and law enforcement. Some of the key policies I support are requiring body-cams on all law enforcement officers who engage with the public, curtailing the 1033 program that provides local law enforcement agencies with access to military equipment, and abolishing private prisons. Rather than simply defund the police, my administration will take a holistic approach to heal and unite America by ending mass incarceration, police brutality, and racial injustice.
Did you attend any Black Lives Matter protests?
I support all movements aimed at ending racial injustice and inequality. I​ have not attended any Black Lives Matter protests.​ My running-mate, Karla Ballard, attended the March on Washington in support of racial justice and equality.
Your platform doesn’t mention the words “climate change.” Is there a reason for that?
I’m not sure what you mean. Our policy platform specifically references human-caused climate change and we have a plan to restabilize the climate, address environmental degradation, and ensure environmental sustainability.
[Ed. Note: As of writing the Pierce campaign’s policy platform does not specifically reference human-caused climate change.]
You’ve recently brought on Akon as a campaign surrogate. How did that happen? Tell me about that.
Akon and I have been friends for quite some time. I was one of the guys that taught him about Bitcoin. I helped make some videogames for him, I think in 2012. We were talking about Bitcoin, teaching him the ropes, back in 2013. And in 2014, we were both speaking at the Milken Global Conference, and I encouraged him to talk about how Bitcoin, Africa, changed the world. He became the biggest celebrity in the world, talking about Bitcoin at the time. I’m an adviser to his Akoin project, very interested in the work that he’s doing to build a city in Africa.
I think we need a government that’s of, for, and by the people. Akon has huge political aspirations. He obviously was a hugely successful artist. But he also discovered artists like Lady Gaga. So not only is he, himself, a great artist, but he’s also a great identifier and builder of other artists. And he’s been a great businessman, philanthropist. He’s pushing the limits of what can be done. We’re like-minded individuals in that regard. I think he’ll be running for political office one day, because he sees what I see: that we need real change, and we need a government that is of, for, and by the people.
You mentioned that you’re an adviser on Akoin. Do you have any financial investments in Akoin or Akon City?
I don’t believe so. I’d have to check. I have so much stuff. But I don’t believe that I have any economic interests in his stuff. I’d have to verify that. We’ll get back to you. I don’t believe that I have any economic interests. My interest is in helping him. He’s a visionary with big ideas that wants to help things in the world. If I can be of assistance in helping him make the world a better place, I’m all for it. I’m not motivated by money. I’m not running for office because I’m motivated by power. I’m running for office because I’m deeply, deeply concerned about our collective future.
You’ve said you’re running on a pro-technology platform. One week into your campaign last month, a New York appeals court approved the state Attorney General’s attempt to investigate the stablecoin Tether for potentially fraudulent activity. Do you think this will impact your ability to sell people on your tech entrepreneurship?
No, I think my role in Tether is as awesome as it gets. It was my idea. I put it together. But I’ve had no involvement in the company since 2015. I gave all of my equity to the other shareholders. I’ve had zero involvement in the company for almost six years. It was just my idea. I put the initial team together. But I think Tether is one of the most important innovations in the world, certainly. The idea is, I digitized the U.S. dollar. I used technology to digitize currency—existing currency. The U.S. dollar in particular. It’s doing $10 trillion a year. Ten trillion dollars a year of transactional volume. It’s probably the most important innovation in currency since the advent of fiat money. The people that took on the business and ran the business in years to come, they’ve done things I’m not proud of. I’m not sure they’ve done anything criminal. But they certainly did things differently than I would do. But it’s like, you have kids, they turn 18, they go out into the world, and sometimes you’re proud of the things they do, and sometimes you shake your head and go, “Ugh, why did you do that?” I have zero concerns as it relates to me personally. I wish they made better decisions.
What do you think the investigation will find?
I have no idea. The problem that was raised is that there was a $5 million loan between two entities and whether or not they had the right to do that, did they disclose it correctly. There’s been no accusations of, like, embezzlement or anything that bad.
[Ed. Note: The Attorney General’s press release on the investigation reads: “Our investigation has determined that the operators of the ‘Bitfinex’ trading platform, who also control the ‘tether’ virtual currency, have engaged in a cover-up to hide the apparent loss of $850 million dollars of co-mingled client and corporate funds.”]
But there’s been some disclosure things, that is the issue. No one is making any outrageous claims that these are people that have done a bunch of bad—well, on the internet, the media has said that the people behind the business may have been manipulating the price of Bitcoin, but I don’t think that has anything to do with the New York investigation. Again, I’m so not involved, and so not at risk, that I’m not even up to speed on the details.
[Ed note: A representative of the New York State Attorney General told Forbes that he “cannot confirm or deny that the investigation” includes Pierce.]
We’ve recently witnessed the rise of QAnon, the conspiracy theory that Hollywood is an evil cabal of Satanic pedophiles and Trump is the person waging war on them. You mentioned human trafficking, which has become a cause for them. What are your thoughts on that?
I’ve watched some of the content. I think it’s an interesting phenomenon. I’m an internet person, so Anonymous is obviously an organization that has been doing interesting stuff. It’s interesting. I don’t have a big—conspiracy theory stuff is—I guess I have a question for you: What do you think of all of it, since you’re the expert?
You know, I think it’s not true, but I’m not running for president. I do wonder what this politician [Georgia congressional candidate Marjorie Taylor Greene], who’s just won her primary, is going to do on day one, once she finds out there’s no satanic cabal room.
Wait, someone was running for office and won on a QAnon platform, saying that Hollywood did—say what? You’re the expert here.
She won a primary. But I want to push on if we only have a few minutes. In 2006, your gaming company IGE brought on Steve Bannon as an investor. Goldman later bought out most of your stock. Bannon eventually replaced you as CEO of Affinity. You’ve described him as your “right-hand man for, like, seven years.” How well did you know Bannon during that time?
Yes, so this is in my mid-twenties. He wasn’t an investor. He worked for me. He was my banker. He worked for me for three years as my yield guide. And then he was my CEO running the company for another four years. So I haven’t worked with Steve for a decade or so. We worked in videogame stuff and banking. He was at Goldman Sachs. He was not in the political area at the time. But he was a pretty successful banker. He set up Goldman Sachs Los Angeles. So for me, I’d say he did a pretty good job.
During your business relationship, Steve Bannon founded Breitbart News, which has pretty consistently published racist material. How do you feel about Breitbart?
I had no involvement with Breitbart News. As for how I feel about such material, I’m not pleased by any form of hate-mongering. I strongly support the equality of all Americans.
Did you have qualms about Bannon’s role in the 2016 election?
Bannon’s role in the Trump campaign got me to pay closer attention to what he was doing but that’s about it. Whenever you find out that one of your former employees has taken on a role like that, you pay attention.
Bannon served on the board of Cambridge Analytica. A staffer on your campaign, Brittany Kaiser, also served as a business director for them. What are your thoughts on their use of illicitly-obtained Facebook data for campaign promotional material?
Yes, so this will be the last question I can answer because I’ve got to be off for this 5:00 pm. But Brittany Kaiser is a friend of mine. She was the whistleblower of Cambridge Analytica. She came to me and said, “What do I do?” And I said, “Tell the truth. The truth will set you free.”
[Ed. Note: Investigations in Cambridge Analytica took place as early as Nov. 2017, when a U.K. reporter at Channel 4 News recorded their CEO boasting about using “beautiful Ukranian girls” and offers of bribes to discredit political officials. The first whistleblower was Christopher Wylie, who disclosed a cache of documents to The Guardian, published on Mar. 17, 2018. Kaiser’s confession ran five days later, after the scandal made national news. Her association with Cambridge Analytica is not mentioned anywhere on Pierce’s campaign website.]
So I’m glad that people—I’m a supporter of whistleblowers, people that see injustice in the world and something not right happening, and who put themselves in harm’s way to stand up for what they believe in. So I stand up for Brittany Kaiser.
Who do you think [anonymous inventor of Bitcoin] Satoshi Nakamoto is?
We all are Satoshi Nakamoto.
You got married at Burning Man. Have you been attending virtual Burning Man?
I’m running a presidential campaign. So, while I was there in spirit, unfortunately my schedule did not permit me to attend.
OP note: please refer to the original article for reference links within text (as I've not added them here!)
submitted by Leather_Term to Epstein [link] [comments]

vectorbt - blazingly fast backtesting and interactive data analysis for quants

I want to share with you a tool that I was continuously developing during the last couple of months.
https://github.com/polakowo/vectorbt

As a data scientist, when I first started flirting with quant trading, I quickly realized that there is a shortage of Python packages that can actually enable me to iterate over a long list of possible strategies and hyper-parameters quickly. Most open-source backtesting libraries are very evolved in terms of functionality, but simply lack speed. Questions like "Which strategy is better: X or Y?" require fast computation and transformation of data. This not only prolongs your lifecycle of designing strategies, but is dangerous after all: limited number of tests is similar to a tunnel vision - it prevents you from seeing the bigger picture and makes you dive into the market blindly.
After trying tweaking pandas, multiprocessing, and even evaluating my strategies on a cluster with Spark, I finally found myself using Numba - a Python library that can compile slow Python code to be run at native machine code speed. And since there were no packages in the Python ecosystem that could even closely match the speed of my own backtests, I made vectorbt.
vectorbt combines pandas, NumPy and Numba sauce to obtain orders-of-magnitude speedup over other libraries. It builds upon the idea that each instance of a trading strategy can be represented in a vectorized form, so multiple strategy instances can be packed into a single multi-dimensional array. In this form, they can processed in a highly efficient manner and compared easily. It also integrates Plotly and ipywidgets to display complex charts and dashboards akin to Tableau right in the Jupyter notebook. You can find basic examples and explanations in the documentation.

Below is an example of doing in total 67,032 tests on three different timeframes of Bitcoin price history to explore how performance of a MACD strategy depends upon various combinations of fast, slow and signal windows:
import vectorbt as vbt import numpy as np import yfinance as yf from itertools import combinations, product # Fetch daily price of Bitcoin price = yf.Ticker("BTC-USD").history(period="max")['Close'] price = price.vbt.split_into_ranges(n=3) # Define hyper-parameter space # 49 fast x 49 slow x 19 signal fast_windows, slow_windows, signal_windows = vbt.indicators.create_param_combs( (product, (combinations, np.arange(2, 51, 1), 2), np.arange(2, 21, 1))) # Run MACD indicator macd_ind = vbt.MACD.from_params( price, fast_window=fast_windows, slow_window=slow_windows, signal_window=signal_windows, hide_params=['macd_ewm', 'signal_ewm'] ) # Long when MACD is above zero AND signal entries = macd_ind.macd_above(0) & macd_ind.macd_above(macd_ind.signal) # Short when MACD is below zero OR signal exits = macd_ind.macd_below(0) | macd_ind.macd_below(macd_ind.signal) # Build portfolio portfolio = vbt.Portfolio.from_signals( price.vbt.tile(len(fast_windows)), entries, exits, fees=0.001, freq='1D') # Draw all window combinations as a 3D volume fig = portfolio.total_return.vbt.volume( x_level='macd_fast_window', y_level='macd_slow_window', z_level='macd_signal_window', slider_level='range_start', template='plotly_dark', trace_kwargs=dict( colorscale='Viridis', colorbar=dict( title='Total return', tickformat='%' ) ) ) fig.show() 

https://reddit.com/link/hxl6bn/video/180sxqa8mzc51/player
From signal generation to data visualization, the example above needs roughly a minute to run.

vectorbt let's you
The current implementation has limitations though:

If it sounds cool enough, try it out! I would love if you'd give me some feedback and contribute to it at some point, as the codebase has grown very fast. Cheers.
submitted by plkwo to algotrading [link] [comments]

Lost trading history and sloppy record keeping of BTC and crypto for tax

First of all, sorry for the long post. I am in a bit of a pickle and it is a rather long and complex problem and I want end of it so I can continue to sleep at night.
I have only just heard about the laws that crypto-crypto trades are a taxable event as coinbase emailed me saying they are handing over my account trade history to the taxman I am starting to question how the hell I have ended up with my BTC holdings, and if I need to pay them (because I really want to stay out of trouble). I have been very sloppy and stupid with record keeping over the years and I am now paying the price, but I believe I never exceeded the 12K CGA profit so I never submitted a tax return. I am really struggling to understand what I paid for each partial part of my entire portfolio ? I am particularly struggling to match transactions in a cost basis related way for example, what I paid for the particular BTC that eventually hit the exchange, and was 'diposed of', cost basis terms.
Given I have thousands of transactions on around 5 different exchanges and physical brokers, some I have no longer access to. I bought physical BTC straight to my cold storage paper wallets and also into exchanges, conducting lots of complex movement processes, in and out my paper wallet and exchanges. I have now lost details of that paper wallet and I traded altcoins from bitcoins back and forth mainly making losses and some gains along the way. I had the likes of NEO, EOS to name a few from binance to desktop wallets and paper wallets. I later down the line then decided I wanted a fresh start after the brutal bear market and keep all my funds safe on a ledger in BTC for simplicity. I converted all my altcoins into BTC, sold for a massive loss and shifted it onto my ledger. After that I have just been DCA into my ledger and doing a little bit of trading, making some loss and some gain.
I have probably racked up around 2000 complex transactions from brokers and exchanges, trading with different altcoins, some without knowing or able to accurately prove how much I paid for them at that particular timeframe. All I certainly know is the X amount I have totally put into BTC. Its a clusterfuck of transactions and I have no clue what I could prove or disprove if a legal event were to occur.
I really hate how they introduced crypto-crypto transactions being a taxable event, if I knew this from the outset, I would have never touched altcoins and just stuck to sitting on bitcoin and doing some simple trading here and there. I want a fresh start and I want to pay what I owe if I do owe anything.
What worries me is if I cannot prove the price I paid on average from my crypto, how will I know how much CGT to declare if I come to sell? All I know is how much money I have invested and how much crypto I have sitting on my ledger and exchanges.
I have looked into using software but there will be massive gaps from the phyiscal BTC I bought, and the exchanges I no longer have access to, so how would I go about accurately calculating all of this? I am lost and completely frozen as to where to start here, and I would really appreciate some guidance.

TL;DR Lost access to trade history, lots of transactions in and out cold storage, paper wallets, conversions to altcoins, moving said altcoins to offline wallets and desktop wallets, moving back in to sell, move to ledger, move some funds to exhanges for trading small amounts. How do I calculate this??
submitted by Carabouua to CryptoTax [link] [comments]

I bought $1k of the Top Ten Cryptos on January 1st, 2018. August update, -71%, special NEM EDITION!!

I bought $1k of the Top Ten Cryptos on January 1st, 2018. August update, -71%, special NEM EDITION!!

EXPERIMENT - Tracking Top 10 Cryptos of 2018 - Month 32 (-71%)
See the full blog post with all the tables here.
tl;dr:
  • purchased $100 of each of Top Ten Cryptos in Jan. 2018, haven't sold or traded, repeated in 2019 and 2020, update y'all monthly. Learn more about the history and rules of the Experiments here.
  • August - solid month for the 2018 Top Ten, led by, ladies and gentlemen (or lady singular, there in the back row, I see you) NEM!!!!! Up over +200% in August.
  • Overall - BTC still way ahead and approaching break-even point, ETH gaining ground, alone in the middle. NEM(!!!) finally escapes last place replaced by DASH.
  • Over three years, cryptos outperforming S&P if I'd taken a similar approach.

Month Thirty Two – Down 71%

2018 Top Ten Summary
August was not quite as strong as all-green July, but still a solid month for the 2018 Top Ten Crypto Index Fund Experiment. The gains were led by (I hope you’re sitting down for this one) (drum roll please) (you’re not going to believe this): NEM(!) which finished the month up over +200%. Really!

Question of the month:

The US Justice Department announced in August that it had seized cryptocurrency from terror groups in the Middle East. How much did they confiscate?

A) $2 million B) $4 million C) $8 million D) $32 million
Scroll down for the answer.

Ranking and August Winners and Losers

Rank since January 2018
Lots of movement this month: all but three cryptos moved positions in August and all but one (NEM!) in the wrong direction. Despite gaining in value, Dash had the biggest slide, down four in the rankings from #24 to #28. ADA fell three and has dropped back out of the Top Ten. XRP, Bitcoin Cash, IOTA, and Stellar each lost one place in the rankings. The lone exception is a big one: XEM(!) climbed an unprecedented 9 spots in August. The last time NEM was in the Top Twenty was May 2019.
After thirty-two months, 50% of the cryptos that started 2018 in the Top Ten have dropped out. NEM, ADA, Dash, IOTA, and Stellar have been replaced by Binance Coin, Tether, BSV, CRO, and most recently, LINK.
August WinnersDon’t call it a comeback, NEM‘s been here for years. Up over +200% in August, NEM crushed the rest of the field. A distant second place was ETH, up +32% on the month.
August Losers – Down -13%, ADA was the worst performing crypto of the month, followed by Bitcoin Cash, down -9%.
For the overly competitive, below is a tally of the winners of the first 32 months of the 2018 Top Ten Crypto Index Fund Experiment. Bitcoin still has the most monthly wins (7). Cardano is a close second with 6 monthly wins. Despite its blockbuster August, NEM has the most monthly losses with 6. Every crypto has at least one monthly win and Bitcoin is unique as the only cryptocurrency that hasn’t lost a month in the 2.5+ years of the Experiment.
Ws and Ls

Overall update – BTC in the lead and inching towards break-even point, followed by second place ETH. NEM escapes last place, replaced by Dash.

Although BTC didn’t make any major moves this month, it continued to slowly but surely approach its break-even point. It is down about -10% since my purchase in January 2018. The initial investment of $100 thirty-two months ago is now worth about $90.
Ethereum is all alone in second place. It had a strong August, it picked up a lot of ground, but is still down -35% since January 2018.
The big story this month is at the bottom: NEM(!) gained +200% in August, crushing its counterparts and leaping out of last place, where it was so comfortable for so, so long. Although still down -83% over the life of the experiment, it moved from 10th place to 6th place in just one month. The new king of the basement is Dash, down -91%. The initial $100 invested in Dash 32 months ago is now worth $8.50.

Total Market Cap for the entire cryptocurrency sector:

The crypto market added nearly $43B in August. The last time we saw a similar level in terms of overall crypto market cap was way back in the fifth month of the 2018 Top Ten Experiment: May 2018.

Bitcoin dominance:

After being stuck in the mid-60s for most of 2020, BitDom dropped significantly this month, down to 57%. For context, the last time BitDom was this low was back in June 2019.
For some more context: since the beginning of the experiment, the range of Bitcoin dominance has been quite wide: we saw a high of 70% BitDom in September 2019 and a low of 33% BitDom in February 2018.

Overall return on $1,000 investment since January 1st, 2018:

The 2018 Top Ten Portfolio gained about $17 this month. If I cashed out today, the $1000 initial investment would return about $287, down -71% from January 2018.
While -71% isn’t something to brag about, the monthly trend is encouraging. Here, take a look at the ROI over the life of the experiment, month by month, for some context:
2018 Top Ten Monthly ROI Summary
So, -71% from a bottom of -88% is moving in the right direction.
Or that’s what I tell myself as I cry myself to sleep nightly.
Hopefully the next stop will be in the -60% range, a level this experiment hasn’t seen in years.
So the Top Ten Cryptos of 2018 are down -71%. What about the 2019 and 2020 Top Tens? Let’s take a look:
So overall? Taking the three portfolios together, here’s the bottom bottom bottom line:
After a $3000 investment in the 2018, 2019, and 2020 Top Ten Cryptocurrencies, my combined portfolios are worth $‭3,937‬ ($287+ $1,825 +$1,825).
That’s up about +31% for the three combined portfolios, compared to +23% last month. This marks the highest ROI of the three combined portfolios since I added the metric this year.
Here’s a table to help visualize:
Combined ROI on $3k over three years
A +31% gain by investing $1k on whichever cryptos happened to be in the Top Ten on January 1st for three straight years, not bad. But surely you’d do better if you invested only in one crypto, right? Depends on your choice. Let’s take a look:

Three year club: shoulda gone with ETH
Only five cryptos have remained in the Top Ten for all three years: BTC, ETH, XRP, BCH, and LTC. Knowing what we know now, which one would have been best to go all in on, at least at this point in the Experiment? Ethereum, easily: the initial $3k would be up +160%, worth over $7800 today. The worst performing at this point is XRP, down -17%.

Comparison to S&P 500:

I’m also tracking the S&P 500 as part of the experiment to have a comparison point with other popular investments options. Defying global gloom, the S&P 500 reached an all time high in August and is up +31% since the beginning of the Experiment. The initial $1k investment into crypto on January 1st, 2018 would have been worth about $1310 had it been redirected to the S&P.
But what if I took the same invest-$1,000-on-January-1st-of-each-year approach with the S&P 500 that I’ve been documenting through the Top Ten Crypto Experiments? Here are the numbers:
  • $1000 investment in S&P 500 on January 1st, 2018: +$310
  • $1000 investment in S&P 500 on January 1st, 2019: +$400
  • $1000 investment in S&P 500 on January 1st, 2020: +$90
Taken together, here’s the bottom bottom bottom line for a similar approach with the S&P:
After three $1,000 investments into an S&P 500 index fund in January 2018, 2019, and 2020, my portfolio would be worth $3,800.
That is up over+27% since January 2018, compared to a +31% gain of the combined Top Ten Crypto Experiment Portfolios.
That’s a 4% swing in favor of the Top Ten Crypto Portfolios! As you’ll see in the table below, this is only the second time since I started recording this metric that crypto has outperformed the S&P had I taken a similar investment approach:

3 x $1k crypto vs. S&P
This is a big turnaround from the 22% difference in favor of the S&P just two months ago.
Although it’s fun to see crypto is in the lead, I’ll leave it to you to decide whether the heart condition you may develop by being in the cryptosphere is worth that +4% edge…

Conclusion:

August was a bit mixed compared to July, but still a very solid month for the 2018 Top Ten. Some interesting developments this month: Bitcoin is now within 10% of the price I paid on January 1st, 2018. ETH had solid gains and NEM(!) had a crazy month, tripling in value and finally climbing out of the basement. At the same time, traditional markets are doing well too: the S&P reached an all time high in August. It will be interesting to see how both markets perform during the final third of a very crazy year.
Thanks for reading and for supporting the experiment. I hope you’ve found it helpful. I continue to be committed to seeing this process through and reporting along the way. Feel free to reach out with any questions and stay tuned for progress reports. Keep an eye out for my parallel projects where I repeat the experiment twice, purchasing another $1000 ($100 each) of two new sets of Top Ten cryptos as of January 1st, 2019 then again on January 1st, 2020.

And the Answer is…

A) $2 million
According to federal prosecutors, the US Justice Department seized $2 million worth of cryptocurrency from terror groups in the Middle East including ISIS, al Qaeda, and the al Qassam Brigades.
submitted by Joe-M-4 to CryptoCurrency [link] [comments]

I'm kinda ok with MCO -> CRO Swap; a indepth personal view

EDIT: this post https://www.reddit.com/Crypto_com/comments/i2yhuz/open_letter_to_kris_from_one_of_cdcs_biggest/ from u/CryptoMines expresses my sentiments and concerns better than I could ever put into words myself. I'd say read his/her post instead.
Very long post ahead, but TL;DR, I actually see this swap as a positive change, despite fearing for what it may do to my portofolio, and having mixed feelings about its consequences on CDC reputation.Before I start, for the sake of context and bias, here's my personal situation as a CDC user:
  1. I'm just a average Joe, with a 500 MCO Jade card. I bough 50 MCO at 5,22€ in September 2019 and staked for Ruby, then bough 440 MCO at 2.47€ in March 2020 and upgraded to Jade. The total amount of MCO I own is currently 515, and everything above the 500 stake is cashback rewards.
  2. I bought MCO exclusively for the card and bonus Earn interest benefits, and had no plans to unstake my MCO. Now with the swap, definetly won't unstake.
  3. The MCO -> CRO conversion rates increased the fiat value of my MCO in about 1000€.
  4. I own a decent amount of CRO, wich I bought at ~0,031€ in March 2020.
  5. The country where I live is crypto friendly and completely crypto-tax free; I only have to pay income tax if I deposit a certain threshold of fiat in my bank.
Take all these factors into account as possible (if not major) influencers or bias on my opinions; both the emotional and economical ones. Call me a fool or a devil's advocate if you want, but keep your torches and pitchforks down. As we say here on Reddit: "Remember the human".-----------------------------------------------------------------------------------------------------------------------------------------------------
Like all of you, I woke up to find this anouncement, wich came right the #[email protected] out of nowere, and gives you little to no options. Good or bad, this announcement arrived as basicly a "comply or die" choice. Emotionally, this came as both terrifying and disgusting; but rationally, I cannot blame CDC for it.
Because wether we like it or not, CDC is a centralized company, and the MCO tokens were never a stock or legally binding contract; something wich pretty much every crypto company or ICO warns in their T&C and risk warnings. Not to mention the mostly unregulated status of the cryptocurrency and. I'll call this "dishonest" any day, but I cannot see it as a "scammy" since I can't see how they broke any rules or terms.
A scammer would take your money/assets away, but CDC is offering you to swap it for another asset wich you can sell right away if you want. And at current price, it is still worth more or less as much fiat as MCO cost at the 5 $/€ wich was more or less the comunity standard used for calculating the card prices. And by that, I mean that the fiat value of 50/500/5000 MCO (as CRO) is actually not far from the 250/2500/25'000 $/€ that the comunity commonly used as standard when calculating the ROI and (under)valuation of MCO.
So CDC is at least trying to give us the option to get (some) our money back, and not at a unfair rate. If you happened to buy MCO at a price higher than this, I can't see how that's CDC's fault, just as I don't see anyone blaming Bitcoin or Altcoins for getting them stuck at the top of the 2017 bubble burst.
I read many posts in this reddit calling this a "backstab" and "betrayal" of early investors and for the people who "believed in MCO". Emotionally, I share your sentiment.But after thinking it for a while, I'd say this was actually very rewarding for early investors and long term MCO supporters. As CDC clearly sates in the swap rules; nobody is going to lose their card tier or MCO stake benefits (at least not yet), and your stake DOES NOT unstake automatically after 180 days. Actually, so far they never did unstake automatically, you had to manually unstake yourself.
With this in mind, everyone who already got their cards, or at least staked MCO to reserve one, basicly got them 3-5 times cheaper than future users; and IMHO, now the $/€ price of cards feels more fair and sustainable compared to their benefits.So in a sense, everyone who supported and believed on the MCO for its utility (i.e. the card and app benefits) has been greatly rewarded with perks that they get to keep, but are now out of reach for a lot of people.Likewise, the people who believed and invested in CRO (for whatever reason), have also been rewarded, as their CRO tokens now have more utility.
So either the price of CRO crashes down to around 0.05 $/€, or the people who bought MCO/CRO early or cheap are now massively benefited. But then again, so is everyone who bought or mined Bitcoin in its early days, or invested in Bitcoin at crucial points of its history... how is that unfair? Some people bought Ethereum at 1'400 $ on a mix of hopes/promises that it would continue to rise; it didn't. And even today with DeFi and ETH 2.0 ever closer, it is still far from that price.
And I know what some of you are thinking: "The cards aren't avaiable in my country yet, that's why I didn't buy/stake."Well, they weren't avaiable in my country either when I staked 50 MCO. Heck, the cards weren't avaiable in anyones country when MCO started, but many people still bought it and staked it. That's exacly what "early adopter", "long supporter" and "believing in MCO" means.
On the other hand, the people who invested on MCO as a speculative asset and decided to HODL and hoard MCO, hoping for its price to moon and then sell MCO at big profit, had their dreams mercilessly crushed by this swap... and good lord, I feel their pain.But this is also where I'll commit the sin of being judgemental, because IMHO, speculating on MCO never made any sense to me; MCO was a utility token, not a value token, so it should not (and could not) ever be worth more than the value of its utility. That's basicly how stablecoins and PAXG are able to stay stable; because nobody will pay more/less than the value of the asset/service they represent.
Tough now that I'm looking at the new card stake tiers in CRO, I have to give credit to the MCO hodlers I just now criticised; maybe you were right all along. Unless the price of CRO crashes or corrects, I wich case, I un-rest my case.
One thing I'll agree with everyone tough, is that I fell that CDC just suckerpunched it's comunity. Because even if we have no vote on its decisions (wich again, we aren't necessarily entitled to, since they are a privante and centralized business) they should/could have warned that this was in their plans well in advance; if anything to allow those who wouldn't like it to exit this train calmly.
Also the CRO stake duration reset. The mandatory reset of your CRO stake for taking advantage of the early swap bonus feels like another gut-punch.
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Now that we got emotional feelings out of the way, here's my sentiment about how this will affect the overall CDC ecossystem.
One common criticism of the sustainability of MCO was that its supply cap could never allow a large number of cards to be issued, and how could CDC keep paying the cashbacks and rebates. On the oposite corner, one of the major criticisms of the sustainability of CRO, was it's ridiculously huge supply cap and inflation caused by the gradual un-freezing and release of more CRO into the system.
But now that MCO and CRO became one, it might just have made both issues more sustainable. Now the huge supply cap of CRO makes more sense, as it allows a much larger number of future users to stake for cards (at higher costs, but still). And because most card cashback is small parcels, this large supply also ensures that CDC can keep paying said cashbacks for a long time; especially since it can be semi-renewable trough the trading fees we pay in CRO.
Before this, the MCO you got as cashback had no use, other than selling it for fiat or speculate on its price. But CRO can be used, at the very least, to receive a discount on trading fees. And everytime you pay trading fees in CRO or spend CRO on a Syndicate event, some of that CRO goes back to CDC, wich they can use to keep paying the cahsback/rebates.
And keep in mind, the technicalities of CRO can be changed, as well as the perks and utilities it can be used for. So even if this current model doesn't fix everything (wich it probably doesn't) it can still be changed to patch problems or expand its use.
Another obvious potentially positive outcome of this, is that now CDC only has to focus on 1 token, so it makes it easier to manage and drive its value. People complained that CDC was neglecting MCO over promoting CRO, but now they can focus on both services (cards/exchange) at the same time. Sure, this might not bring much advantage to the common customer, but its probably a major resource saver and optimizer at corporate levels; wich in the long term ultimately benefits its customers.
Much like Ethereum is undergoing major changes to ensure its scalability, the crypto companies themselves also have to change to acommodate the growing number of users, especially as the cryptomarket and DeFi are growing and becoming more competitive. Business strategies that were once successfull became obsolete, and exchanges that once held near-monopolies had to adjust to rising competitors. There is no reason why CDC shouldn't keep up with this, or at least try to.
Point is, the financial markets, crypto or otherwise, are not a status quo haven. And when something is wrong, something has to be changed, even if it costs. The very rise of cryptocurrencies and blockchain, wich is why we are here in the first place, is a perfect example of this, as it experiments and provides alternatives to legacy/traditional products and technologies.
Was this the best solution to its current problems? Is this what will protect us as customers from a potentially unsustainable business model? I have no idea.
This change ripped me too from my previous more or less relaxed status quo (the safety of the value of the CRO I bough for cheap), along with CRO late investors wich now probably fear for the devaluation of their CRO. To say nothing of the blow this represents for my trust (and I believe everyone elses trust) on CDC and its public relations. It's not what CDC did, it's how they did it.
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Wether you actually bothered to read all I wrote or just skip everything (can't blame you), I'm eager to hear your opinions and whatever criticisms on my opinions you may have.
If you just want to vent at me, you are welcome too; now you can raise your pitchforks and torches.
submitted by BoilingGarbage to Crypto_com [link] [comments]

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