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Bitcoin (Kriptopara)

Syminfo.TypeHello traders Earlier this week I discovered a new built-in variable called syminfo.type What is it for? This variable returns the type of the current symbol. Possible values are cfd, stock, futures, indices, forex, crypto, fund. Cool bro but... should we care? Well... we all should. Imagine you have a generic script and you want a different configuration whether you're trading FOREX or Crypto . I designed a dummy example in that script that will preset the inputs according to the asset type from the chart. Here I want 12/26/9 for forex and 20/50/50 for crypto - 30/60/90 otherwise Quick caveat It seems that for any crypto asset, syminfo.type returns "bitcoin". TradingView will fix it at some point but wanted to give you the heads-up regardless Enjoy and all the BEST ^^ -- Dave
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Daveatt tarafından
9
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!
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Noldo tarafından
16
Multi-Exchange Volume (30 Tickers) by kurtsmock + BV + rVolauthor: kurtsmock Fully Customizable ticker set. Up to 30 Tickers. Bitcoin set as default. -- IMPORTANT NOTE: -- 30 Exchanges are a lot. It can take a while to load. You can fully customize this indicator to your liking. Here's how: 1. Load indicator 2. Open Settings 3. Uncheck the switch box for exchanges you want unincluded 4. At the bottom of the settings menu click "Defaults" and hit "Save as Default" 5. To turn them all back on, hit "Reset Settings" in that same "Defaults" menu and click "Save as Default" again. Also, you don't have to use this with Bitcoin. This works with any asset, just change the ticker in the settings. There's a lot going on with this indicator so the following is descriptions and instructions to help you better understand what's going on here. Thanks! Goal: - To provide a mechanism for assets on multiple exchanges to have their volume evaluated together Edge: - Having better and more complete volume information Notes: - The Default Exchanges for this indicator are highest volume bitcoin exchanges, but may contain "fake volume" - Indicator is set for Bitcoin by default. However, you can change the tickers to reflect any asset you want ////// rVol ////// Goal: - To understand how much volume is being executed relative to the same candle on previous days/periods Edge: - Higher rVol implies higher volatility and market interest. - High rVol = higher than average volume . Markets move on volume so higher than average volume indicates increased market activity/volatility - rVol is an indirect measure of active or anticipated volatility Definitions: - rVol: The volume of a period compared to the Average Volume of that same period in past sessions - Important to note it does NOT add up the last 10 (default) candles, but rather the last 10 candles at session intervals. - Example: -- On a Tuesday, 1h chart it will add up the last ten Tuesday, 9:00 am candles, not including the current, active candle. -- It then averages those lookback candles. -- It then plots the percentage relationship between the most recent candle and the average of the lookback candles -- Avg Vol of Lookback candles = 5000, -- Volume of most recent candle = 4000: Output = rVol = 80: -- Volume of most recent candle was 80% of the average volume in the 9 am time period of the last ten Tuesdays in the 9 am, 1h period Notes: - rVol does not add current candle volume into lookback sum. So, you set lookback to be: (not including the current day) - rVol is on a switch. So, if you want to see rVol instead of volume, hit the switch in the settings - If you want to see both, load 2 instances of the indicator. ////// Better-er Volume ////// Goal: To Identify: - When a candle closes at the highest volume * range relative to the lookback period and close > open - When a candle closes at the highest volume * range relative to the lookback period and close < open - When a candle closes at the highest volume / price relative to the lookback period Edge: - Identifies beginnings of price expansion, climax of price expansion, breakouts, pivots, and take profit points on the volume chart Notes: - Based generally on Barry Taylor's "Better Volume" indicator and ideas from Pascal Willain's book "Value in Time." - Better-er Volume rules are applied to both Total Volume or rVol. -- When rVol is displayed Better-er Volume is applied to rVol -- When Total Volume is displayed Better-er Volume is applied to Total Volume // Plot Key: // Green Triangle Up = Often marks the beginning and/or end of price expansion to the upside Red Triangle Up = Often marks the beginning and/or end of price expansion to the downside Yellow Square = High Volume but Tight Range. Implies a Battle of Bulls and Bears. High Liquidity area. Provided Liquidity is not enough to move price. Thick Limit Order Book. Purple Triangle Up or Down = Implies high market participation. Typically at the end of expansion when very significant s/r is hit category: volume Volatility tags: Volume rVol relativevolume Bitcoin cryptocurrency bettervolume Many More Volume Indicators Coming Out Soon!
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kurtsmock tarafından
1
MACD Divergence Tops + BottomsMACD Indicator which plots local peaks and troughs in divergence. "Classic" Divergence is specified as: - A higher price, with reduced MACD high --> Potential Sell Point - A lower price, with higher MACD low --> Potential Buy Point "Alternative" Divergence is specified as: - A higher MACD high, with reduced price --> Potential Sell Point - A lower MACD low, with higher price --> Potential Buy Point MACD Divergence should be used in combination with other indicators. This indicator identifies local tops and bottoms, with potential for macro trend shifts.
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capriole_charles tarafından
4
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.
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QuantNomad tarafından
1
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.
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QuantNomad tarafından
1
ANN MACD BTC v2.0 This script is the 2nd version of the BTC Deep Learning (ANN) system. Created with the following indicators and tools: RSI MACD MOM Bollinger Bands Guppy Exponential Moving Averages: (3,5,8,10,12,15,30,35,40,45,50,60) Note: I was inspired by the CM Guppy Ema script. Thank you very much to dear wroclai for his great help. He has been a big help in the deep learning series. That's why the licenses in this series are for both of us. I'm sharing these series and thats the first. Stay tuned and regards! Note : Alerts added.
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Noldo tarafından
13
Bitcoin Logarithmic Growth CurvesThis plots logarithmic curves fitted to major Bitcoin bear market tops & bottoms. Top line is fitted to bull tops, bottom line is fitted to lower areas of the logarithmic price trend (which is not always the same as bear market bottoms). Middle line is the median of the top & bottom, and the faded solid lines are fibonacci levels in between. Inspired by & based on a Medium post by Harold Christopher Burger, which shows how linear Bitcoin's long-term price growth is when plotted on a double-log chart (log scaling on the price AND time axis). These curves will only make sense for tickers representing Bitcoin vs. USD (such as BITSTAMP:BTCUSD, BITMEX:XBTUSD, BLX index). Plotting on other assets will probably end up with lines that shoot off into space without any relationship to the underlying price action. The upper, middle & lower curves can be projected into the future, which can be turned on or off in the indicator settings. The fibonacci levels can also be switched on/off. And the upper & lower curve intercepts & slopes can be tweaked. I'm releasing this open-source, if you end up making something cool based off of this code, I don't need attribution but please hit me up on here or on twitter (same username) so I can check out what ya made. Thanks, hope y'all enjoy it.
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quantadelic tarafından
49
Yope BTC PL channelThis is a new version of the old "Yope BTC tops channel", but modified to reflect a power-law curve fitted, similar to the model proposed by Harold Christopher Burger in his medium article "Bitcoin’s natural long-term power-law corridor of growth". My original tops channel fitting is still there for comparison. In fact, it looks like the old tops channel was a bit too pessimistic. Note that these channels are still pure naive curve-fitting, and do not represent an underlying model that explains it, like is the case for PlanB's "Modeling Bitcoin's Value with Scarcity" which uses Stock-to-Flow. The motivation for this exercise is to observe how long this empirical extrapolation is valid. Will the price of bitcoin stay in either of both channels? Note on usage: This script _only_ works with the BLX "BraveNewCoin Liquid Index for Bitcoin" in the 1D, 3D and 1W time-frames! It may be necessary to zoom in and out a few times to overcome drawing glitches caused by the extreme time-shifting of plots in order to draw the extrapolated part.
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yope tarafından
NVT Dynamic Colored with Signals [aamonkey]NVT Dynamic This is the dynamic version of my " Bitcoin Network Value to Transactions " indicator. The dynamic NVT indicator is based on the Network Value to Transactions. Definition: NVT = Network Value / Daily Transaction Volume Advantages: Because BTC is a very young asset, it can be a good idea to have relatively high and low NVT values that change over time. Signals: When the NVT turns green = buy opportunity NVT turns red = sell opportunity
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aamonkey tarafından
8
Open Interest Exponential Ease of MovementModified Ease of Movement : * Open Interests used on Futures instead of Volume (Includes Bitcoin) * Exponential Moving Average used instead of Simple Moving Average * Division Number cancelled. (Division Number gives wrong signals inside strong trends.) NOTE : This code is open source under the MIT License. If you have any improvements or corrections to suggest, please send me a pull request via the github repository github.com Stay tuned. Best regards !
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Noldo tarafından
4
ANN MACD (BTC) Logic is correct. But I prefer to say experimental because the sample set is narrow. (300 columns) Let's start: 6 inputs : Volume Change , Bollinger Low Band chg. , Bollinger Mid Band chg., Bollinger Up Band chg. , RSI change , MACD histogram change. 1 output : Future bar change (Historical) Training timeframe : 15 mins (Analysis TF > 4 hours (My opinion)) Learning cycles : 337 Training error: 0.009999 Input columns: 6 Output columns: 1 Excluded columns: 0 Grid Training example rows: 301 Validating example rows: 0 Querying example rows: 0 Excluded example rows: 0 Duplicated example rows: 0 Network Input nodes connected: 6 Hidden layer 1 nodes: 8 Hidden layer 2 nodes: 0 Hidden layer 3 nodes: 0 Output nodes: 1 Learning rate : 0.6 Momentum : 0.8 More info : EDIT : This code is open source under the MIT License. If you have any improvements or corrections to suggest, please send me a pull request via the github repository github.com
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Noldo tarafından
13
Bitcoin Network Value to Transactions [aamonkey]Cryptoassets have been quite turbulent in the past few weeks. At times like this, it is especially important to look at the fundamental foundations of cryptoassets. This indicator is based on the Network Value to Transactions , or NVT . Definition: NVT = Network Value / Daily Transaction Volume Because this indicator is pulling the Daily Transaction Volume for BTC it can only be used for BTC and the daily timeframe.
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aamonkey tarafından
5
Crypto Multi Exchange Volume (CMEV)Crypto Multi Exchange Volume (CMEV) aggregates and plots trading volumes for supported cryptoasset pairs over multiple different cryptoasset exchanges. For developers looking for more information and for those who want to compile their own version of CMEV, please check out my GitHub (jakobpredin/crypto-multi-exchange-volume). Configuration CMEV comes with two configurable settings - whether base volume or quote volume is plotted and the length of the volume's EMA. By default, the base volume is used for plotting and the length of the EMA is set to 12 periods. Use cases The indicator was primarily developed in order to be able to chart using the trading pair with the longest available trading history. Due to the fast-changing preferences of where cryptoassets are traded, volumes tend to be very inconsistent and can give a distorted picture of a pairs history. For illustration, check out the SC-BTC pair from Poloniex using their native volume and compare it to the CMEV volume. The other use case is to be able to spot divergences in volume. A great example here is bitcoin's 2019 rally where volumes from derivatives exchanges are at all time highs but volumes from retail/spot exchanges are not. Supported exchanges CMEV currently supports asset pairs from the following exchanges: Binance Bitfinex Bitstamp Bittrex Coinbase Gemini Kraken Poloniex Limitations Because of the fact that CMEV is pulling data from from multiple different exchanges and is computationally intensive it can take a couple of seconds to load while charting certain cryptoasset pairs. Additionally, due to Tradingview's various limitations only a certain number of pairs can be supported at a time. By default, only pairs with a BTC or USD quote are supported and many non-unique pairs with consistently low trading volumes have been removed. For a full explanation, please refer to the docs in my GitHub (jakobpredin/crypto-multi-exchange-volume). Future of the project I plan on supporting pairs from more exchanges in the future as I see fit and as they become available for charting on Tradingview. Further, I may develop a strategy script using CMEV as its core indicator. I welcome everybody from the community to help me extend the functionality of CMEV in order to make investing in cryptoassets more transparent for everybody.
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JakobPredin tarafından
1