Clusters Volume Profile [LuxAlgo] applies K-Means clustering to historical price data using high-low averages and volumes to identify distinct price groups.
1Copy the scriptPress Copy script above. It reads the file straight from GitHub.
2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.
Source Code
The code stays on GitHub. The author has not published this script under an open licence, so ForexR does not show its code. Copy script reads the file straight from GitHub into your clipboard, so you can still try it on your own chart. Ask the author before reusing the code anywhere else.
Overview
LuxAlgo - Clusters Volume Profile then computes volume profiles for each cluster with user-defined rows per cluster and maximum bar width. These profiles appear as histogram-style lines plotted directly on the price chart, highlighting volume concentration at key levels within clusters. Inputs control lookback period, cluster count, K-Means iterations, rows per cluster, VP offset and dot highlighting. The tool draws on the price chart with limits from TradingView's maximum label and box counts.
The inputs you can change from the gear icon on the chart. Defaults are the author's.
Setting
Type
Default
Variable
Lookback Period
int
200
lookback
Number of Clusters
int
5
kInput
K-Means Iterations
int
50
iters
Rows per Cluster VP
int
20
rowsInput
Max VP Width (Bars)
int
40
vpWidth
VP Offset
int
10
vpOffset
Highlight Price Dots
bool
true
showDots
Dot Size
string
size.small
dotSizeInput
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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