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Improved Lowry Up-Down Volume + Stocks Indicatordocs.cmtassociation.org
In Paul F. Desmond's award winning paper in 2002 entitled "Identifying Bear Market Bottoms and New Bull Markets", he proposed an indicator for panic buying and selling that can be used to determine major market bottoms.
The paper explains that in major bear markets, you should have at least one, or more than one multiple 90% down days. Recoveries out of bear markets, or beginnings of new bull markets, should have at least one of the following conditions:
1) At least one 90% up volume day
2) At least two back-to-back 80% up volume days
Up and Down volume are defined as:
1) 90% up volume - defined as 90% up volume / total volume (or 10% down volume / total volume)
2) 90% down volume - defined as 90% down volume / total volume (or 10% up volume / total volume)
Several scripts exist in Tradingview to show this indicator for Up and Down volume, along with arrows or indicators for green up days or red down days.
However, this script is an improved version as it allows you the option to customize a couple parameters:
1) You may chose whether you'd like to use volume or stocks - sometimes it's better to have confluence between volume and actual stocks at the 90% threshold
2) You may chose the exchanges to consider - in the paper the NYSE is discussed, but this allows the expansion into NYSE, NASDAQ, DOW, and even a combined NYSE + NASDAQ + DOW indicator
3) It uniquely codes in the ability to plot a buy signal for both 90% up days, but also two back-to-back 80% up days - which is in the spirit of the original paper
I hope you enjoy this script and please let me know if you'd like me to make any modifications or additions.
Thank you, sincerely,
Jim Bosse Indicator

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3LS | 3 Line Strike Strategy [Kintsugi Trading]What is the 3LS | 3 Line Strike Strategy?
Incorporating the 3 Line Strike candlestick pattern into our strategy was inspired by Arty at The Moving Average and the amazing traders at TheTrdFloor .
The Three Line Strike is a trend continuation candlestick pattern consisting of four candles. Depending on their heights and collocation, a bullish or a bearish trend continuation can be predicted.
In a symphony of trend analysis, price action, and volume we can find and place high-probability trades with the 3LS Strategy.
How to use it!
----- First, start by choosing a Stop-Loss Strategy, Stop PIP Size, and Risk/Reward Ratio -----
- Stop-Loss Strategy
Fixed PIP Size – This uses the top/bottom of the indicator candle and places a TP based on the chosen Risk:Reward ratio.
ATR Trail (No set Target Profit, only uses ATR Stop)
ATR Trail-Stop (Has set Target Profit, however, stop is based on ATR inputs)
**If you choose an ATR Stop-Loss Strategy - input the desired ATR period and Multiple you would like the stop to be calculated at**
**ATR Stop-Loss Strategies have a unique alert setup for Auto-Trading. See Auto-Trading Section**
- Risk/Reward Ratio = If you have a .5 risk/reward, it means you are risking $100 to make $50.
- Additional Stop PIP Size = Number of PIPs over the default stop location of the top or bottom of the indicator candle.
----- Next, we set the Session Filter -----
Set the Timezone and Trade Session you desire. If no specific session is desired, simply set the Trade Session to 00:00 - 00:00.
----- Next, we set the Moving Average Cloud Fill -----
Enter the Fast and Slow Moving Average Length used to calculate trend direction:
MA Period Fast
MA Period Slow
These inputs will determine whether the strategy looks for Long or Short positions.
----- Next, we set the VSA – Volume Spread Analysis Settings -----
Check the box to show the indicator at the bottom of the chart if desired.
This is just a different visual output of the VSA | Volume Spread Analysis indicator available for free under the community indicators tab. You can add that indicator to your chart and see the same output in candle format.
In combination with the Moving Average Cloud, the Volume Spread Analysis will help us determine when to take a trade and in what direction.
The strategy is essentially looking for small reversals going against the overall trend and placing a trade once that reversal ends and the price moves back in the direction of the overall trend.
The 3LS Strategy utilizes confirmation between trend, volume, and price action to place high probability trades.
The VSA is completely customizable by:
Moving Average Length
MA-1 Multiplier
MA-2 Multiplier
MA-3 Multiplier
Check out the VSA | Volume Spread Analysis indicator in the community scripts section under the indicators tab to use this awesome resource on other strategies.
----- Next, we have the option to view the automated KT Bull/Bear Signals -----
Check the boxes to show the buy-sell signal on the chart if desired.
----- Next, we set the risk we want to use if Auto Trading the strategy -----
I always suggest using no more than 1-3% of your total account balance per trade. Remember, if you have multiple strategies triggering per day with each using 1%, the total percent at risk will be much larger.
For Example – if you have 10 strategies each risking 1% your total risk is 10% of your account, not 1%! Be mindful to only use 1-3% of your total account balance across all strategies, not just each individual one.
----- Finally, we backtest our ideas -----
After using the 'Strategy Tester' tab on PulseWire to thoroughly backtest your predictions you are ready to take it to the next level - Automated Trading!
This was my whole reason for creating the script. If you work a full-time job, live in a time zone that is hard to trade, or just don't have the patience, this will be a game-changer for you as it was for me.
Auto-Trading
When it comes to auto-trading this strategy I have included two options in the script that utilize the alert messages generated by PulseWire.
*Note: Please trade on a demo account until you feel comfortable enough to use real money, and then please stick to 1%-2% of your total account value in risk per trade.*
AutoView
PineConnector
**ATR Auto-Trading Alert Setup**
How to create alerts on 3 Line Strike Strategy
For Trailing Stops:
1) Adjust autoview/pineconnector settings
2) Click "add alert"
3) Select "Condition" = Strategy Name
4) Select "Order Fills Only" from the drop-down
3) Remove template message text from "message" box and place the exact text. '{{strategy.order.alert_message}}'
4) Click "create"
For Fixed Pip Stop:
1) Adjust autoview/pineconnector settings
2) Click "add alert"
3) Select "Condition" = Strategy Name
4) Select "alert() function calls only"
5) I like to title my Alert Name the same thing I named it as an Indicator Template to keep track
Good luck with your trading!
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All-in-one CPR indicator Introduction and Acknowledgement:
The script is basically a mashup script and provides a combined functionality of various indicators. I'll explain the usefulness and the optimal usage of the script after giving the credits where it is due. A CPR indicator for visually identifying the trend along with the strength of the trend is NOT available in the public library of PulseWire. Hence, the need of this indicator.
The credit of creating the original indicators remain unknown to me but I would like to acknowledge the authors whose formulae and codes I have used for creating this mashup indicator.
- Frank Ochoa
- Guruprasad Meduri
- Rafael Zioni
- Stoked Stocks
- Pine team for default indicators
The prime focus of the script is identifying and simplifying the 2 main aspects of a trend:
1. Direction / Underlying trend
2. Strength of the trend
Flaws in traditional CPR:
Some may see this as a flaw, some may not. So take my opinion with a grain of salt. In general, the traditional CPR indicator is used to plot just support and resistance levels, and the trend identification is purely discretionary. In addition to this, there is no way to assess the strength of the move without using a dedicated volumed based indicator. This causes amateur traders to take counter trades to the market direction.
What is the need of this hybrid indicator?
A CPR indicator that also aids in visually identifying the trend and the strength of the trend with respect to the price action in NOT available in the public library of PulseWire. The traditional CPR can be used to assess the rough direction of the market but if it combined with the Hull ribbon, the probability of identifying the trend increases manifold. Hence, I decided to create this mashup indicator.
In addition to the basic CPR pivots, the script provides the functionality of the following indicators:
1. HMA based trend ribbons with auto buy/sell signals
2. Volatility based bands - Bollinger bands, Keltner channel, Donchian channel, envelope.
3. Coloured volume candles to determine the strength of the trend
4. CPR with daily, weekly, and monthly levels
5. Previous day high/low
6. Tomorrow CPR
7. 3 Simple moving averages
8. Volume Weighted Average Price (VWAP)
Correct usage of the indicator:
The optimal usage of the indicators consists of mainly 2 parts:
1. Identification of the trend using the combination of CPR and Hull ribbon
2. Determining the strength of the trend
How to identify the trend?
In general, when the price is above CPR it is considered a bullish trend. Also, when the price is above the Hull ribbon, it is considered bullish. Reverse is true for a bearish trend. Combining the traditional CPR logic with the Hull trend ribbon, we can conclude that:
1. Bullish trend = Price above CPR and above the Hull ribbon
2. Bearish trend = Price below CPR and below the Hull ribbon
If the Hull ribbon is showing a zig-zag move, the trend will be sideways. Also, the time frame of the Hull ribbon can be defined as per the need of the user.
Exhibit: Identification of a bullish trend
Exhibit: Identification of a bullish trend with a contra move (pullback)
Exhibit: Identification of a bearish trend
Exhibit: Identification of a bearish trend with a contra move (pullback)
How to determine the strength of the trend?
1. Strong trend = The dark coloured candles represent volume more than 150% of the look back period. For instance
2. Moderate trend = The bright coloured candles represent volume between 50-150%.
3. Neutral trend = The Grey coloured candles represent a weak trend where the volume is less than 50%.
Exhibit: Identification of a strong bearish trend along with the trend direction
Exhibit: Identification of a strong bullish trend using only coloured candles
All the other indicators including the SMA, VWAP, Bollinger bands, Keltner channels, etc. can be used as per the taste of the trader.
Thanks for reading! I hope you find this indicator useful.
Happy learning. Cheers!
Rajat Kumar Singh (@johntradingwick)
Community Manager (India), PulseWire
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LTF -> HTF volume delta Up/DownThis script derives from my previous Educational LTF -> HTF volume delta script.
Total volume is displayed as columns in the background.
With request.security_lower_tf() we get data from a lower timeframe.
In this case, volume, which is placed in an 'up-array' when the 'lower timeframe close' > 'lower timeframe open',
or in an 'down-array' when the 'lower timeframe close' < 'lower timeframe open'.
This is displayed here as 2 (red/green) lines
When you're at a chart timeframe (Higher timeframe), lower than Daily, the lower timeframe is automatically 50x smaller than the higher timeframe.
Example D = 1440 minutes -> divided by 50 = 28.8 or rounded a lower timeframe of 29 minutes
When this number is below 1, it will take the '1 minute timeframe' as lower timeframe
If the higher timeframe chart is Daily or higher, a 'x minute-lower timeframe' chart is calculated from the timeframe.multiplier multiplied by 25,
for example a 2D higher timeframe will do the 'lower timeframe calculations' with a 50 minute TF (25 * 2 'D')
Looking at for example BTC on the Daily higher timeframe, some interesting observations can be done when looking at the 'spikes'
This script doesn't have build in arrows, it is merely made to give some stimulation,
and hopefully some of you can work further on this technique, because I think it is very promising!
I want to thank Tradingview very deeply, why?
Just so many reasons, development, moderation, organisation, helpdesk, ...
The amount of work they are doing is incredible! Indicator

Delta Volume by SiddWolfDelta Volume is Difference between Buying Volume and Selling Volume. This indicator gives the Delta Volume based on Lower TimeFrame Candles. It utilizes security_lower_tf() function, a function that provides Lower TF candle data in Higher TF Chart.
security_lower_tf() is a new function provided by PulseWire yesterday. If you are a PineScript Programmer, I suggest you to read about it, as it is a very powerful function that can extremely improve your trading strategy.
How this indicator works:
This indicator checks volume data on lower TimeFrame Candles and Shows it's delta in the current Chart Timeframe. For example: If you open 4 hours chart, this indicator checks volume of 1 minute chart and separates Buying-Selling volume. Then it subtracts Candle's Selling volume from Candle's Buying volume, finally calculating the Delta Volume.
This indicator also provides a Smooth Delta Volume, which is moving average of Delta Volume. As Delta Volume changes a lot, Smooth Delta Volume can be very helpful for identifying Trends . Goto settings and in "Show" section select "Smooth Delta Volume" to lay it on the chart.
Settings is the Key:
Settings are key to all of my indicators. Play around with it a bit. You can change what to show on the chart from settings. Smooth Delta Volume moving average length can be changed from the settings. You can also select "Show as Percentage", which shows Delta Volume as Percentage of Overall Candle's Volume. If you use Weekly or Monthly Timeframe, change increase lower timeframe from settings. Read the tooltips to understand what each settings mean. Tooltips are the (i) button in-front of each settings.
FAQs:
Q. Does the indicator Repaint ?
--- No. None of my indicators repaints. What you see now is what's drawn in real time.
Q. What TimeFrame is Best for this Indicator ?
--- It can be used on timeframes from 5 minutes to higher. But I would prefer to use it from timeframes higher than 30 minutes, as it gathers data from 1 minute TF.
Q. Indicator doesn't show anything ?
--- This indicator only works on security with Volume data. Also use it from higher timeframe than specified in Settings, because Volume Delta is calculated using Data from Lower TimeFrame.
Q. Delta volume is not provided by PulseWire, So how exactly does this indicator work?
--- This indicator takes advantage of new pinescript function security_lower_tf(), and calculates volume for smaller timeframe data and calculates delta on higher timeframe.
Q. Does this indicator give financial advice?
--- No. Nope. Nein. Não. नहीं.
Conclusion:
This indicator is very basic but if used correctly it can be very powerful. If you have any questions or suggestions feel free to comment below. I'd love to connect with you. Thank you.
~ @SiddWolf Indicator

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Normal Distribution Outliers for volume (NDO indicator)The NDO is a volume-based indicator that indicates how many standard deviations the volume is away from the mean volume.
In other words, this script is useful for detecting when the volume is abnormally large, spotting pumps and dumps, and movement of whales.
Green indicates that the volume is more than 3 standard devs away from the mean, yellow means its more than 2 standard deviations away from the mean, and orange means it is more than 1 standard deviation away from the mean, with red means volume is less than one standard deviation from the mean.
Statistically, 68% of results show up in 1 standard deviations of the mean, 95% in 2 standard deviations of the mean, 99.7% in 3 standard deviations of the mean, making green highly abnormal. Indicator
