Indicator · Pine Script v5 · On the chart

Trend Finder w/ COV

by kevinhhl· code credited to DojiEmoji

This indicator measures price volatility using the Coefficient of Variation, calculated by dividing the standard deviation by the simple moving average over a specified lookback period.

View on GitHub

GitHub stars4on the repository
Pine versionv5runs as is
Lines of code43
Settings6inputs
LicenceNone statedfile: MPL-2.0
Last update3 years ago6 Oct 2023

Add It to Your TradingView Chart

  1. 1Copy the scriptPress Copy script above, or the copy button on the code below.
  2. 2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
  3. 3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
  4. 4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.

Source Code

43 lines of Pine Script v5 from Scripts/Trend Finder with COV.pine, published under MPL-2.0 (file header). Keep the author's credit and licence lines when you reuse it.

Trend Finder with COV.pine
// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © DojiEmoji

//@version=5
indicator("Trend Finder w/ COV [DojiEmoji]", overlay=true)

//------------------------------
// Source data && Stats.
//------------------------------
var string GROUP_BASIS = "Source of data"
var int length_n       = input.int(20, minval=1, group=GROUP_BASIS, title="Lookback (n)")
float src              = input(close, title="Source", group=GROUP_BASIS)

float mean  = ta.sma(src, length_n)
float stdev = ta.stdev(src, length_n)
float COV   = stdev / mean                  // Coefficient of variation

//------------------------------
// Visualizations:
//------------------------------
var string GROUP_COV = "Comparing COV(source, n)"

var int length_m = input.int(50, minval=1, group=GROUP_COV, title="Lookback (m)")
var bool display_bg = input.bool(true, title="Display background with color scale:", group=GROUP_COV)
var color col_min    =input.color(color.new(color.black,50), title="Low COV", group=GROUP_COV, inline="col")
var color col_max    =input.color(color.new(color.yellow,50), title="High COV", group=GROUP_COV, inline="col")

bool is_ranging = COV < ta.median(COV, length_m)
bgcolor(display_bg ? color.from_gradient(COV, ta.lowest(COV,length_m), ta.highest(COV,length_m), col_min, col_max) : na)

//------------------------------
// Signals
//------------------------------
bool uptrend = close > mean and not is_ranging
bool downtrend = close < mean and not is_ranging

bool uptrend_begins = uptrend and is_ranging[1]
bool downtrend_begins = downtrend and is_ranging[1]
plotshape(uptrend_begins, style=shape.triangleup, location=location.belowbar, title="Uptrend", color=color.blue, size=size.small)
plotshape(downtrend_begins, style=shape.triangledown, location=location.abovebar, title="Uptrend", color=color.red, size=size.small)

alertcondition(uptrend_begins, title = "Uptrend", message = "Trend Finder with COV -> Uptrend")
alertcondition(downtrend_begins, title = "Downtrend", message = "Trend Finder with COV -> Downtrend")

Overview

Trend Finder w/ COV filters out ranging market conditions by comparing the current variation against its rolling median. When the market is trending rather than ranging, the script flags emerging uptrends when price closes above the moving average and downtrends when it closes below. Signals are plotted as directional shapes on the price chart alongside an optional background gradient.

Details

Published by

kevinhhl on GitHub

Code credit

DojiEmoji, as written in the script's header

Type

Indicator, Pine Script v5

Draws

On the price chart

Category

Trend, Volatility & bands

Markets

Any symbol

Timeframes

Any timeframe

Risk Notes

No repainting, lookahead or stacked entries were found in its code or README. That says nothing about how well it works: test it first.

Settings

The inputs you can change from the gear icon on the chart. Defaults are the author's.

SettingTypeDefaultVariable
Lookback (n)int20length_n
Sourcesourceclosesrc
Lookback (m)int50length_m
Display background with color scale:booltruedisplay_bg
Low COVcolorcolor.new(color.black,50)col_min
High COVcolorcolor.new(color.yellow,50)col_max
Third-party code. ForexR did not write, test or endorse this script, and the summary above was generated automatically from its code and README. Indicators describe the past, and a strategy's backtest can look better than live trading, especially when a script repaints. Check it in the Strategy Tester and on a demo account before you rely on it.

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