Altcoins capitalization histogram [peregringlk]This script superseeds "Other altcoins BTC capitalization histogram". The previous versions was a bit confusing in my opinion and lacked some generalization, so I'm now publishing this improved version.
It shows 6 pieces of info:
- Green columns: BTC price change for that day.
- Red bars: Altcoins capitalization change for that day, measured in bitcoins (altcoins_USD_capitalization / BTCUSD)
- Green/red background: green if that day the USD capitalization change was a gain, and red if it was a loss.
- Green line: accum BTC price change for the selected last days.
- Red line: accum altcoin capitalization change measured in BTC for the selected days.
- Dotted blue sequence: accum altcoin USD capitalization change for the selected days.
The base line of the histogram is 1 instead of 0, because I'm showing the price changes as multipliers (price change rates), so if there have been a +20% market movement, the calculated value will be 1.2, and if there have been a -20% market movement, then the value will be 0.8. 1 means no movement (preserved price/capitalization). Price and capitalization changes will be calculated using candle closes.
About the accumulated price changes, it will calculate the accumulated multiplication of the corresponding price change multipliers. For example, if you have set you want 3 days for the accumulation rates, and the last three days saw a -20%, +10% and +15% price/capitalization changes, the current value for the line will be 0.8*1.1*1.15 = 1.0120, or a +1.2% price change respect to the day before yesterday.
By default, if you are looking any ALTBTC market (for example, ETHBTC), instead of showing the USD and BTC capitalization of all alts, it will take the BTC and USD prices of the current market (the USD price will be calculated as ALTBTC * BTCUSD; and the BTCUSD price will be taken from BITSTAMP, the one with the longest BTC history I know in tradingview). If you are looking any other markets that is not paired with BTC, then it will take the USD capitalization of all altcoins, and the BTC capitalization will be calculated as altcoins_USD_capitalization / BTCUSD (from BITSTAMP as well).
Also, remember that, in both cases (alts capitalization or price), the graph will consistently respect the following rule:
- btc_usd_price_change * alt/capitalization_btc_price_change = alt_usd_price_change.
That applies for both the green/red bars respect to the background, and the green/red line respect to the blue dotted sequence.
Lastly, you may want to know if, in case btc price and altbtc price or capitalization go in opposite directions, who gain the battle? For example, if BTCUSD moved +20%, and an ALTBTC price moved -20%, the result is a loss, because 1.2*0.8 = 0.96, so the ALTUSD price or capitalization moved -4% (remember that, for preserving the USD value, if today's bitcoin change rate is x, the altbtc change rate must be 1/x; so for a -20% BTCUSD price movement, there must be at least a +25% ALTBTC price change to don't loss USD value, because 1/0.8 = 1.25). The background is what shows you that: if the background is green, it means that for that day there was a total USD gain of value, and when it's red, then it was a loss of USD value.
You can customize the following things:
- Accum change rate interval: the "selected days". By default 7.
- Take alts-capitalization?: By default unmarked. The effect when is unmarked is what I have explained in the previous paragraph. If you mark it, then it will use the USD_capitalization of all alts no matter what market you are looking right now.
- Which capitalization do you want? There are three options, that applies when "Take alts-capitalization?" is marked, or otherwise, when you are not looking a BTC-paired market.
- - - All-alts (default option): take CRYPTOCAP:TOTAL2 security as reference Alts-capitalization, which represents all altcoins.
- - - Other-alts: take CRYPTOCAP:OTHERS security as reference Alts-capitalization, which represents all altcoin except the 9 most capitalized alts.
- - - Big-alts: take CRYPTOCAP:TOTAL2 - CRYPTOCAP:OTHERS as reference Alts-capitalization, which represenst only the 9 most capitalized alts.
The idea of this script is:
A) Figuring out what is causing a USD value gain or loss, the alts market movements, or the BTC price change. So you can spot if some altcoin, or all altcoins combined, are gaining or loosing value by themselves or because of bitcoin.
B) Trying to spot or discover some patterns that allows you to identify altseasons. Once an altseason has been developed, the chart will show it in a pretty obvious way (massive red line bells and dotted blue lines with very high values during a period of various weeks). The hard problem is to spot it in advance, and maybe this graph can help.
Histogram
Z-HistogramIt is possible to approximate the underlying distribution of a random variable by using what is called an "Histogram". In order to construct an histogram one must first split the data into several intervals (also called bins) often of the same size and count the number of values falling within each intervals, the histogram plot is then constructed with the X axis representing the measured variable and the Y axis representing the frequency.
The proposed script aim to estimate the underlying distribution of a rolling z-score by constructing its histogram, here the histogram consist of 13 bins of width 0.5 rolling standard deviations. The length setting define the rolling z-score period, the window setting define the number of past data to be counted, finally using the "Total" option (true by default) will count all the rolling z-scores values since the first bar, in order to use the window setting make sure to uncheck the "Total" option.
DISPLAY
In order to see the entirety of the histogram make sure to double click on the indicator window and to have all the lower panels (text notes, pine editor...etc) hidden, finally make sure to zoom-in in order to see the frequency numbers displayed.
Z-Histogram on BTCUSD 15 min TF, the blue bins represent intervals situated over 0 while red bins represent intervals situated under 0. Here σ represent the X-axis in standard deviations, the histogram start with a bin situated at σ = -3 which count the number of times the rolling z-score was within -3 and -2.5, the histogram end with the bin situated at σ = 3 which count the number of time the rolling z-score was within 3 and 3.5.
It is also possible to look at the shape of the histogram without having the indicator window at full size.
INTERPREATION
An histogram can give really interesting information such as overall trend direction and strength. The direction can be measured by looking at the skewness of the histogram, with a negative skewness (the peak of the histogram situated at the right from the center) representing down-trending variations and positive skewness (the peak of the histogram situated at the left from the center) representing up-trending variations, while a symmetrical histogram could represent a ranging market. The farther away the peak of the histogram is situated from the center, the stronger the trend.
Another interesting characteristic is the tailedness of the histogram, which can give information about the cleanliness of the trend, for example a positive skew and high tailedness would represent a clean up-trend, as it could suggest less variations contrary to the main trend.
An histogram applied to the rolling z-score can give various useful information. As a recall the rolling z-score of the price measure the distance between the closing price and its moving average in term of rolling standard deviations, for example if the rolling z-score is equal to 2 it means that the closing price is currently 2 rolling standard deviations over its moving average.
Lets for example analyze the histogram using INTC 15 min tf with a window of 456 bars and rolling z-score of length = 100 in order to review longer term variations.
We can see from the histogram that the uptrend visible on the chart is represented by the bins situated over 0 having an overall higher frequency than the bins under 0, we can see that the closing price tended to stay between 1 and 1.5 rolling standard deviations over its period 100 moving average. Here bins under 0 accounts for retracements in the trend.
IN SUMMARY
An histogram can give various information regarding the price evolution of a security, the proposed script aim to plot the histogram of a rolling z-score. Now this script might not be too useful but it was fun to make, also it does not mean that an histogram is not an useful tool in the context of trading, the only thing required is a god implementation of it (like volume profiles for example)
In this post we have also reviewed some important statistical concepts such as distributions, z-score, skewness and tailedness, each being extremely important in the quantitative trading field.
Thx for reading !
Awesome Accelerator Oscillator (combo AO/AC)===========
Awesome Accelerator Oscillator
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A Combination of the Awesome Oscillator and the Accelerator Oscillator in one handy histogram.
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Editable settings include Fast Length , Slow Length and Trigger Length to provide a comprehensive indicator from a combination of Bill Williams' two most famous oscillators.
Background color changes depending on overall/combined oscillator direction (gray for null ).
There's not much else to say about this indicator - does what it says on the tin!
Good Luck and Happy Trading!
Ghosty's Moves of MomentumThis is a fairly simple indicator with good results when when paired with an extra confirmation indicator.
You have two ways you can trade this indy.
The first is to wait for a cross over, over the center line, which would be the more conservative way , but safer trades imo.
The other way to trade this is to use it as an early entry using the lines on either positive or negative side of the histo. The red line is an extra confirmation as that, or it can serve as pullback indicator.
you will notice you will have the cross of the red line, and then it will go back to going in the previous direction. The red signal line will show you that.
I suggest using this on a 15 min time frame or higher, preferably higher.
WMA + MACD strategy with trailing stopHi!
That's my first strategy. I already learn pine, so i will work on it more. Now i search how to make trailing stop working.
"WMA + MACD strategy with traiing stop" is very simple strategy which is designated for stocks market. It is created only to take long positions.
Buy signal is when WMA(120) is below price and macd(10,20,10) histogram is higher than 0.
Position should be automaticly closed when price hits stoploss level.
One transaction should be max 20% of our capital and stoploss is set 3% lower than last closing price.
iTrendPorted version of the original iTrend.mq4, use it as a trend detector, just check the color of the upper bars in the histogram.
Price Percent OscillatorThe Percentage Price Oscillator(PPO) is a momentum oscillator that measures the difference between two moving averages as a percentage of the larger moving average. Similar to the Moving Average Convergence/Divergence(MACD), the PPO is comprised of a signal line, a histogram and a centerline. Signals are generated with signal line crossovers, centerline crossovers, and divergences. Because these signals are no different than those associated with MACD, this indicator can be read exactly as the MACD is read. The main differences between the PPO and MACD are: 1) PPO readings are not subject to the price level of the security. 2) PPO readings for different securities can be compared, even when there are large differences in the price. MACD readings for different securities cannot be compared when there are large differences in price.
Calculations:
Percentage Price Oscillator (PPO): {(12-day EMA - 26-day EMA)/26-day EMA} x 100
Signal Line: 9-day EMA of PPO
PPO Histogram: PPO - Signal Line
This PPO indicator retains standard PPO settings. Additions to this indicator are: 1) filling the space between the PPO LINE and SIGNAL LINE. Space is green when PPO is above SIGNAL, purple when PPO is below SIGNAL. The color of the space between PPO and SIGNAL is used to define short-term momentum for price(green is positive momentum, pink is negative momentum). 2) filling the space between the PPO LINE and CENTER LINE(0 LEVEL). This space is filled green when the PPO is above the CENTER LINE and pink when the PPO is below the CENTER LINE. Green in this area indicates positive momentum in the intermediate-term while pink indicates negative momentum in the intermediate-term.
MATRIX Cash Flow IndicatorFull Credit goes to LazyBear for publishing Original Code.
I added:
Threshold lines that changes the color of Histogram based on if it exceeds Threshold lines. Ability to turn off and on.
Ability to Turn Histogram Off/On
Ability to turn Twiggs Money Flow Line Off/On
O crédito total vai para a LazyBear pela publicação do código original.
Eu adicionei:
Linhas de limite que alteram a cor do histograma com base em... se excederem as linhas de limite.
Capacidade de desligar e ligar.
Capacidade de ativar / desativar o histograma
Capacidade de ativar / desativar a linha de fluxo de dinheiro.
Adaptive Bandpass Filter [ChuckBanger]An band-pass filtered Oscillator that has adaptive buy and sell thresholds. You buy or sell when the blue line is under or over the pink line. The histogram is there to show how big the momentum is on a potential pump or dump.
BTC Power Law HistogramBased on "Bitcoin’s natural long-term power-law corridor of growth" by Harold Christopher Burger
Schaff Trend Cycle w/ MACD HistogramWhat Is Schaff Trend Cycle? (Reference from Investopedia)
The Schaff Trend Cycle (STC) is a charting indicator that is commonly used to identify market trends and provide buy and sell signals to traders. Developed in 1999 by noted currency trader Doug Schaff, STC is a type of oscillator and is based on the assumption that, regardless of time frame, currency trends accelerate and decelerate in cyclical patterns.
How STC Works
Many traders are familiar with moving average convergence/divergence (MACD) charting tool, which is an indicator that is used to forecast price action and is notorious for lagging due to its slow responsive signal line . By contrast, STC’s signal line enables it to detect trends sooner. In fact, it typically identifies up and downtrends long before MACD indicator.
While STC is computed using the same exponential moving averages as MACD, it adds a novel cycle component to improve accuracy and reliability. While MACD is simply computed using a series of moving average, the cycle aspect of STC is based on time (e.g. number of days).
It should also be noted that, although STC was developed primarily for fast currency markets, it may be effectively employed across all markets, just like MACD. It can be applied to intraday charts, such as five minutes or one hour charts, as well as daily, weekly, or monthly time frames.
What's included the indicator?
Zero MACD lag algorithm (can be enabled/disabled)
MACD Histogram (has a different calculation to show the trend clearly. Can revert to original algo but will not truly reflect the current trend.)
Histogram peaks
STC pivots
How to use this indicator?
Use the STC overbought/oversold to determine trend strength.
Use the MACD zeroline crossover to determine the trend if bull/bear
For risky trades:
Long or cover when STC shows a bullish pivot. Exit or short on STC bear pivots
For conservative trades:
Long when MACD histogram crosses above midline. Exit or short on STC bear pivots
Settings:
Default is Fast - 5, Slow - 20. You can turn it up to Fast - 10, Slow - 30.
You can enable or disable certain features if you dont like to see them.
Aroon Histogram + CMO Multiple Time Frames [ChuckBanger]This script is based on my Aroon Histogram + CMO:
But it has the option to use it multiple time frames to automatically check for bull and bear crossover on CMO and it has the ability for the trader to set alert on crossovers
Histogram Trends Strategy by SedkurThis gives to you buy-sell signal with MACD's histogram trends.
Use "Fast and Slow length" and "Trend of Histogram Number" inputs to take less or more signal.
"Trend of Histogram Number" : This means how many histogram bars the trend continues before trading.
Buying and Selling Smoothed with HistogramBuying and Selling Smoothed with Histogram
Smoothed version with version with a red line representing the selling pressure and a green line which represents the Buying pressure.
If the green line is above the red line it would mean that the Buying pressure is more and vice versa.
The difference between the two is plotted as a Histogram. This is a cumulative value of the buying and selling pressure and provides a easy visual presentation of the dominating pressure.
MACD Strategy by SedkurThis gives to you buy-sell signal with MACD histogram value.
Use "Fast and Slow length" and "Buy or Sell Histogram Value" inputs to take less or more signal.
MACD and RSI divergence by Rexio v2Hi everyone!
I wrote this indicator for intraday trading and it cannot be use only by itself you need to at least draw some S/R lines to make it useful. It is based at MACD histogram and gives signal when it sees divergence on MACD/RSI/MACD's Histogram (or all at once - settings) when macd's histogram switchs trend. Im using it to playing with a trend most of the time looking for hidden divergence at higher time frame and after that looking for regular divergence at lower time frame.
Im not a computer programist nor professional trader so it is only for educational purposes only.
MACD histogram divergence by Rexio v1Hi everyone!
I wrote this indicator for intraday trading and it cannot be use only by itself you need to at least draw some S/R lines to make it useful. It is based at MACD histogram and gives signal when it sees divergence on MACD's Histogram when macd's histogram switchs trend. Im using it to playing with a trend most of the time looking. It highlights candles which can give good singnals to play with a trend (its based on ema200 and RSI overbought and oversold zones).
Im not a computer programist nor professional trader so it is only for educational purposes only.
MACD - Baby WhaleI spiced the standard MACD indicator up a bit to make it more visible.
When using the MACD:
1. Never go short when the MACD lines are in the negative.
2. Never go long when the MACD lines are in the positive.
3. Always wait for an uptick / downtick on the histogram before you start your trade.
The MACD Histogram can also show you Divergence.
When the price goes up but the Histogram can't make new highs, it might be a good time to think about shorting.
If you want access, just send a message please.
Much love from Baby Whale!!
🙏❤️🐳
Magick SuperpositionExperimental histogram based on multi indicator signals.
Generates a score based on:
Trend
Volatility
Momentum
Price and volume changes
Candlestick patterns
and many more.
Can be used to detect top and bottoms, reversals, trend, best moments to enter a trade and more.
Invite-only.
Trial available.
