Blockchain Artificial Neural NetworksI found a very high correlation in a research-based Artificial Neural Networks.(ANN)
Trained only on daily bars with blockchain data and Bitcoin closing price.
NOTE: It does not repaint strictly during the weekly time frame. (TF = 1W)
Use only for Bitcoin .
Blockchain data can be repainted in the daily time zone according to the description time.
Alarms are available.
And you can also paint bar colors from the menu by region.
After making reminders, let's share the details of this interesting research:
INPUTS :
1. Average Block Size
2. Api Blockchain Size
3. Miners Revenue
4. Hash Rate
5. Bitcoin Cost Per Transaction
6. Bitcoin USD Exchange Trade Volume
7. Bitcoin Total Number of Transactions
OUTPUTS :
1. One day next price close (Historical)
TRAINING DETAILS :
Learning cycles: 1096436
AutoSave cycles: 100
Grid :
Input columns: 7
Output columns: 1
Excluded columns: 0
Training example rows: 446
Validating example rows: 0
Querying example rows: 0
Excluded example rows: 0
Duplicated example rows: 0
Network :
Input nodes connected: 7
Hidden layer 1 nodes: 5
Hidden layer 2 nodes: 0
Hidden layer 3 nodes: 0
Output nodes: 1
Controls :
Learning rate: 0.1000
Momentum: 0.8000
Target error: 0.0100
Training error: 0.010571
The average training error is really low, almost worth the target.
Without using technical analysis data, we established Artificial Neural Networks with blockchain data.
Interesting!
Btc!
[BA] Multi Time Frame Moving Averages for BTCThis is a multi time frame moving average script. It includes 7 moving averages. Most of them are SMAs and WMAs but EMA were also used. Time frame was set to 1 day. It means that you can change the time frame of your chart freely without losing your lines. Levels will not change.
I wrote this script just to trade BTC. I prefer daily and weekly charts with this script but lower time frames are also preferable.
Since some of the lengths are too high; older exchanges are recommended due to their relatively deep historical data.
While MA1 is for taking actions like 'take profit' or 'stop loss' or just to follow 'price action' easily, other MAs are for seeing supports and resistances.
MA6 and MA7 are disabled by default in order to minimize the confusion but you can enable them from settings if you need to.
Since some newer exchanges have less historical data, you may not see MA4 and MA5 on the daily chart. In such circumstances MA6 and MA7 might be helpful to use as substitution. Some may like to use all of them.
I am using this script just for BTC but it can be useful for other coins as well.
Cracking Cryptocurrency - ParalloxParallox
Many traders are familiar with or utilize the Relative Strength Index ( RSI ) and/or the Commodity Channel Index ( CCI ). For good reason, these classic and simple to understand indicators have made their way into many traders indicator bays with mixed results. As we often do with our trading style and indicators here at Cracking Cryptocurrency is take things that traders have used one way and attempt to view it in a different light to improve our trading efficiency and performance. That is what we have done with Parallox.
Parallox harnesses the calculations of both the Relative Strength Index and Commodity Channel Index , but through a calculation for a new breed of trader and a new market. RSI and CCI were designed to work in the stock markets of old, and their effectiveness nowadays is more-so due to the "self fulfilling prophecy" concept of so many traders using them rather then their technical applicability to any particular market or market circumstance. Moreover, because so many retail traders now utilize the RSI and CCI , trading it the traditional way, for reversals, has created a golden zone of opportunity for larger traders, institutions, and whales to come in and grab the liquidity of counter-trend retail traders basing their signals off of overbought and oversold conditions in the market utilizing RSI and CCI .
What Parallox does is quite different. Instead of relying on the readings of RSI and CCI , it looks at the value of RSI relative to the value of CCI . By looking at the convergence or divergence of these two indicators, a much more accurate reading of the directional trend can be established. No more using these oscillators to pick false tops and bottoms, instead we can utilize their relative conditions to determine market trend. Not only that, but we can identify objective signals when we cross the barrier between convergence and divergence, therefore giving us clear buy and sell signals for any trading asset.
However, we haven't left reversal traders completely by the way side. What is often an "entry" point for reversal traders, when one has determined that the particular direction of the market is at it's extreme, is where Parallox crosses back the other way, identifying an "overbought" and "oversold" region of sorts, from which we can utilize as an exit indicator when in deeply profitable trending trades.
How to Use
Using Parallox is quite simple. It can be utilized as an Initiator or Confirmer, or also as a longer-term directional marker on any time frame. In it's most simple form, the Parallox Line will cross zero from below and the line will turn green. This is an indication that the market has moved from a bearish zone of control to a bullish zone of control, and can be viewed as a potential buy signal. Conversely, when the line crosses zero from above, the line will turn red, indicating the opposite and can be viewed as a potential short sell signal.
For exit indications in strongly trending markets, when the line goes below the lower dashed line when bearish , and above the upper dashed line when bullish , and comes either back below or back above, those can be seen as trend exhaustion signals and often represent great moments to take profit or to go flat in the market until another trend establishes itself.
Settings
Let's take a look at the settings of Parallox.
First, we can input the look back length we want for our RSI and CCI indicators. You will notice that the defaults are unnatural, that is because they are tuned specifically for the BTC USD market. When trading a different asset, you will want to experiment with the optimum look back length for the best signals.
We then take a moving average of our indicators to have plotted values to work with. As above, the look back lengths for the two moving averages are optimized for BTC USD. The same caveats for optimization apply.
Then we can select the smoothing, or type of moving average we wish to utilize. Parallox performs well with different types of moving average smoothing, and I recommend that you experiment with your style of trade to find the signals that best suit your trading system.
We can also select the source of our indicator values. By default, this is hl2 , which I find to be the best for most indicators, in a close tie with hlc3.
Strategy
Please let me know of your success stories, as well as any features you think would be helpful to add. If you notice any errors within it, please notify me so I can fix them. Trade Safely.
[SignalFI] MACD PrimeWelcome! As part of our continual process to build and enhance trusted existing indicators, we're proud to release MACD Prime to the PRIME series for those traders that rely on the popular divergence mechanics traditional MACD provides.
MACD Prime provides a default MACD structure using the popular 12,26 EMAs and a 9 lockback signal line as the core of the indicator's functionality. In this way, you will get a consistent view for what you're use to, but of course we've added additional functionality that can be used to increase the value this view provides when trading.
ADDITIONAL Functions:
1) MACD Fast and Slow EMA sources are selectable, thus allowing the user to select OHLC variants as the source input for the 12/26 trendlines.
2) Background Coloring is based on a secondary "Signal" color which be default has been set to 6. This length is configurable, and providing a leading edge to the typical "MACD Cross". Said simply, the background color will change with the trend BEFORE a default MACD cross occurs. This may provide early warning of a MACD cross, and allow for additional entry/exit signals to manifest depending on other confluence with price and trend information.
3) MACD Trend Lines. In accordance with the PRIME series MACD Prime comes bundled with Trend Line support and resistance pivots that provide additional context for how the MACD may act based on a previous and projected trend line information. By default projections are turned off, but can be enabled from within the menu options. These trendlines can be used to spot divergences as well, and can be tuned within the option to increase resolution or decrease noise provided by trend lines.
All other standard functions persist, including the typical MACD line, MACD Signal Line, and MACD Histogram.
SignalFI was created to help traders and investors to effectively analyze the market based on the Golden Mean Ratio (Fibonacci numbers), plan a trade and ultimately execute it. To help inform and educate market decisions we developed a set of Trading Indicators which are available on TradingView.
SignalFI indicators are just that, indicators. Our indicators are generally configured to use completely historical data (negating repaint), and we advise all alerts created with SignalFI indicators to be fired upon "close" of the current candle. Our indicators can provide valuable context and visualization support when performing market analysis and executing buy and sell decisions. However. we are not financial experts, and all information presented on this site or our other media outlets are for educational purposes only.
Bitcoin Real VolumeBitcoin’s Real Volume
An accurate read on the change in Bitcoin’s volume profile over time.
Based on 2019 reports by Bitwise and Alameda Research.
Please see the script code notes for assumptions and details on data selection.
Follow me for more information on this script.
[BERA]KEANU REEVESThis is BUY/SELL indicator integrated with support and resistance (HIGH AND LOW).
THIS IS ONLY FOR TESTING PURPOSES(SOME PEOPLE ASKED ME A TRY), I WILL REMOVE IT.
Indicator based on Average true range .
LIME ARROW = LONG
RED ARROW = SHORT
LIME COLOR BARS IF GREEN ARROW CONDITION VALID.
RED COLOR BARS IF RED ARROW CONDITION VALID.
>CURRENT SETUP OF METRICS IS IDEAL FOR BTC H1 CHART, FOR ALTCOINS YOU SHOULD USE DIFFERENT METRICS,
VBF Trader PRO for BTC and altcoins with LONG and SHORT alertsThis script allows you to catch trend moves between BB critical levels (red and green zones on the chart) and very good for daily scalping ether for bitcoin or any altcoins to USDT or BTC trading pairs. Probability is very HIGH.
FS position sizethis is position sizing indicator base on Justin wise and his team on crackingcryptocurrency idea
so all credit goes to them
you can put your capital and risk amount that you tend to put on risk in a trade and it will measure your position size base on USD and BTC and it will measure your Take profits base on ATR which are editable.
MACDTraderPro for BTC with LONG & SHORT AlertsMostly based on MACD analysis this trend indicator accurately shows you when main trend changes.
It has LONG and SHORT labels and you can use it with tradingview alerts to be in touch and for automated trading bots.
You can use it both with margin(bitmex, bitfinex, etc) and main exchanges (binance and more) with bitcoin for now and soon for alts also.
QuantNomad - Significant Pivot Reversal Strategy AlertsAlerts for "Significant Pivot Reversal Strategy":
As one of the ways to filter out insignificant levels I decided to check that pivot point is not above/below neighbors, but check that it's above/below at least by a certain amount.
I use ATR, so in params, you can set length of ATR and also ATR multiplier. The new level will be calculated only if PP will be above/below neighbors by atr * atr_mult.
It seems this approach might help in some cases.
NixTrading Margin ZonesCreated by Super55
This one is the most accurate and precise margin zones indicator available. It is fine-tuned for bitcoin trading, but can also be used for all popular assets (XAUUSD , EURUSD , Oil etc.) that have futures traded on Chicago Mercantile Exchange (CME). Margin requirements data for each market is taken from the CME, then a key price for each specific time period is determined. The result is a set of reliable support and resistance zones that are best used for intraday trading. The data should be checked and updated daily.
This is a private, "invite only" indicator. I don't sell nor promote it.
__
For Russian-speaking followers: Предыдущая версия была заблокирована из-за большого количества русских слов. Буду краток: это лучший индикатор маржинальных зон на сегодня. Коэффициенты зон, которые мы используем на биткойне, имеют множитель x2 по сравнению со стандартным процентным обозначением (+50 = +25%). Доступ только для членов нашего сообщества.
Golden Ratio Fibonacci Multipliers Top Detector [UO]Fibonacci levels that show the critical top and bottom levels. There is no way to miss the top and bottom. And a top detector.
Also the most important SMA lines (SMA 50, 200), EMA21. Those are the most frequently used lines by traders.
This indicator is based on the work of www.tradingview.com
His work set me thinking. Could I also see the bottom using Fibonacci numbers? Yes, of course.
My favorite timeframes with this indicator are 6H, 1D, 3D.
Intensively used for BTC and BNB. And useful for any other coin.
Trend KingIntroducing “Trend King”.
The alpha generating strategy built for Crypto.
“Trend King” combines 4 proprietary indicators. It buys and sells based on:
Short-term momentum
Long-term momentum
Volume compression
Volatility breakouts
The strategy was built on 2 years of BitMEX data (XBTUSD) and backtested on 9 years of Bitcoin data (BLX). Finally, the strategy was validated on multiple large market cap cryptocurrencies, including Ethereum (ETHUSD), without parameter adjustment.
Strategy backtesting checks include:
Used 0.12% fees. 60% more than the actual BitMex/Binance fees of 0.075%.
No Heikin-Ashi Candles (to avoid fake results)
No Stop-losses (to avoid fake order execution)
Market Orders Only (to avoid fake order execution)
The results speak for them self.
See the positive excess return from the “Trend King” strategy returns versus a simple Bitcoin “Buy-and-Hold” strategy. Best functionality on the Daily and 4HR timeframes.
**For Access: Contact me on TradingView or Twitter.
Altsignals-Indicator PRO+ (lifetime)The Altsignals indicator combines various indicators together in an effort to predict accurate and non-bias money making signals. Altsignals Indicator takes out the contradiction so you don’t have to deal with the headaches when you decide to long or short.
There are institutions, whales, and algorithmic bots everywhere in this market, there’s no doubt you’re at a disadvantage. Altsignals Indicator is the secret weapon you need to give you an edge to win in this market.
All-in-one indicator
Supports all trading pairs
Enable Signal Notifications
Fair one-time fee
Risk management features
Works on all markets and all timeframes
Perfect for beginners and people with day-jobs
Common sense required while using this indicator.
Are you experiencing paralysis from analysis? Do you feel like some indicators contradict each other? Don’t know if its worth the risk? If you’re fairly new to trading, then this product is the right fit for you!
Altsignals Indicator is here replace traditional indicators, it does exactly the opposite of all the questions above, telling you exactly when to buy and when to sell, thus giving you the assurance you need to improve your odds of trading.
It takes all aspects into consideration, it utilises multiple indicators such as Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs before making a decision.
This PRO+ version has a MAJOR difference to the SLIM+ version.
PRO+ has about 1000 more lines of code and allows you to use multiple advanced indicators at the same time and with a single access.
We added many helpful panels and labels for it so backtesting can be done with ease.
Finally version 2 is out now!
It is now released from all of its bugs we had with custom timeframes, Heikin Ashi and Renko Charts.
Check below what was added and removed.
Added:
- Backtesting
- Labels
- Info Panel
- Bitmex Panel
- Automatic Trendlines
- TJ-Index
- Custom Agg
- Fibonacci Customization
- EMA Customization
Removed:
- SAFE FOMO
- Custom Timeframes
- ZigZag
I have also changed the settings menu with a slightly new design and new default settings.
Altsignals-Indicator SLIM+ (lifetime)The Altsignals indicator combines various indicators together in an effort to predict accurate and non-bias money making signals. Altsignals Indicator takes out the contradiction so you don’t have to deal with the headaches when you decide to long or short.
There are institutions, whales, and algorithmic bots everywhere in this market, there’s no doubt you’re at a disadvantage. Altsignals Indicator is the secret weapon you need to give you an edge to win in this market.
All-in-one indicator
Supports all trading pairs
Enable Signal Notifications
Fair one-time fee
Risk management features
Works on all markets and all timeframes
Perfect for beginners and people with day-jobs
Common sense required while using this indicator.
Are you experiencing paralysis from analysis? Do you feel like some indicators contradict each other? Don’t know if its worth the risk? If you’re fairly new to trading, then this product is the right fit for you!
Altsignals Indicator is here replace traditional indicators, it does exactly the opposite of all the questions above, telling you exactly when to buy and when to sell, thus giving you the assurance you need to improve your odds of trading.
It takes all aspects into consideration, it utilises multiple indicators such as Divergences, Elliott Waves , Ichimoku , MACD , MACD Histogram, RSI , Stoch , CCI , Momentum, OBV, DIOSC, VWMACD, CMF and multiple EMAs before making a decision.
Simply choose a Power level, set your Take profits and Stop Loss and enjoy trading.
Hash RibbonsBuying during Miner Capitulation yields wonderful returns.
The best buy signals occur on Hash Rate "recovery", and when price momentum is also positive.
Historically, this strategy has yielded average returns to cycle peak of >5000%, with max Drawdown of -15%.
Follow me to learn more about this indicator.
Bitmex BTC Backwardation / ContangoThis indicator calculates difference between price of Bitmex's XBTUSD, and Bitmex's two nearest futures.
If the difference is negative, then it is backwardation.
If the difference is positive, then it is contango.
This script will be updated every about 3 months, when the nearest Bitmex future will be expired.
This is an updated script of , with better description.
BTC Volume absolute (fiat vs Tether vs futures)BTC volume split by fiat, Tether and futures in USD
fiat = COINBASE + BITFLYER + BITSTAMP + KRAKEN
Tether = BITFINEX + BINANCE + HUOBI + HITBTC
futures = BITMEX + BYBIT
True Trend BTC (Conquer Trading & Investing)Bitcoin tends to really trend for long period of times, whether it’s up or down. It’s a trending asset because it’s a new asset, full of price discovery.
I really hope this indicator is instrumental in your Bitcoin trading, it really does an outstanding job in defining the trend and helping you stay with it.
QuantNomad - Bitcoin NVT/NVTSIn this script I included 2 quite interesting indicators for Bitcoin:
* NVT (Network Value to Transactions Ratio)
* NVTS (NVT Signal)
Both indicators are based on Bitcoin Network Value (Market Cap) and 24h transaction volume.
For both these values I'm using Quandl datasets from Blockchainc.com:
market_cap: QUANDL:BCHAIN/MKTCP
transac_vol: QUANDL:BCHAIN/ETRVU
Calculation for both indicators are pretty simple:
NVT = median(market_cap / transac_vol, 14 bars)
NVTS = market_cap / sma(transac_vol, 90 bars)
NVT and NVTS are cryptocurrency's answers to P/E ratio. They can help you to understand if bitcoin is under/overvalued.
When NVT or NVTS is relatively high it can be a pretty good point to short bitcoin, if it's low it good time to buy bitcoin.
NVT Ratio - was created by Willy Woo
NVT Signal - was created by Dimitry Kalichkin
Because of different sources of transaction volume data, these indicators can differ in values from originals, but magnitude should be the same.
This is a pretty simple example where you can select only static overbought/oversold levels and when indicator will be above/below it you will see in changing in color.
I have many more things in my head how these indicators can be developed further and what strategies can be derived from them, but as is they can be a pretty good base for you. Will share my advanced findings later.
Codex NY|LDN SessionsPRIVATE SCRIPT published strictly for use/testing by close acquaintances for the Bitcoin and cryptocurrency markets.
Study shows London and New York trading sessions to help provide a closer look at how traditional hours/futures can/do effect the market.
Multi-EMA | 5 EMAs in 1 ScriptAdd up to 5 EMAs to your charts with this script.
Fully Customizable.
----------------------------------------
Wanna try my other scripts?
Histogram with Divergence Finder:
Willams %R with 13 EMA and Divergence Finder:
More scripts here:
www.tradingview.com
Metcalfes Law - Bitcoin Fair PriceMetcalfe's Law has been successfully used to value a variety of network effect technologies and businesses, including Facebook and Tencent.
Applying Metcalfe's Law to Bitcoin, using "Daily Active Addresses" (DAA) as the "n" value, yields interesting results.
Historically, Bitcoin has tracked the Metcalfe Law Fair Price reasonably well. A number of studies have been performed over recent years which validate this and have used various derivations of Metcalfe’s Law. Note: this indicator sticks to the original Metcalf’s Law.
Prior to 2018, every time Bitcoin was above the Metcalfe’s Law fair price (calculated using a default “A” of 0.5 here), a bubble had formed, and price quickly reverted back down to the mean.
Nonetheless, since February 2018, Metcalfe's Law Fair Price has remained below the actual Bitcoin price, suggesting Bitcoin is currently overvalued.
There may be a few reasons for this:
1. Possibility A: Bitcoin may still be extremely overvalued. Since the December 2017 peak, Bitcoin has only reverted to the Metcalfe’s Law Fair Price briefly during the December 2018 bottom. If this case is true, there could be further to fall unless DAA numbers pick up to fill the gap.
2. Possibility B: The introduction of side-chains, private transactions and the Lightning Network may have fundamentally altered the effectiveness of using DAA to value Bitcoin. As more daily transactions are completed off-chain, or on large platforms/exchanges which use fewer addresses, the relative number and growth of DAA may be misrepresented and artificially low. In this case, DAA as it is reported today is no longer useful in assessing the fair value of Bitcoin with Metcalfe’s Law and this Indicator is effectively useless.
3. Possibility C: Neither of the above are true. We are just in an anomalous period in which price and Metcalfe’s Law Fair Price have deviated from the mean for an extended period (and will meet again in the future, potentially at a higher price).
4. Possibility D: Metcalfe’s Law doesn’t really work for Bitcoin.
I am inclined to believe Possibilities “C” and “D” are unlikely. Given the way Bitcoin infrastructure is being developed and used in 2019, Possibility “B” seems the most likely, as this case is supported by the fact that a number of other metrics indicate that Bitcoin is currently on the lower side of “fair value” (including Dynamic Range NVT Signal).
Regardless, Possibility “A” remains a strong candidate. Only time will tell. It will be interesting to check back on this indicator in 12-24 months time. Hopefully this indicator has been proven redundant by then.