File:Trend scanning spans lede.svg

Uploaded by Salmaan Mukhtar
Upload date 2025-08-30T09:07:53Z
MIME type image/svg+xml
Dimensions 864 × 432 px
File size 93.7 KB

Summary

Description
English: Lede figure illustrating trend-scanning labels applied to SPY (S&P 500 ETF) daily closing prices from January 2018 to 2025.

Colored background spans denote adaptively detected segments:

  • Green = uptrends (+1)
  • Red = downtrends (−1)
  • Gray = neutral (0)

Labels are determined using the trend-scanning method described in Marcos M. López de Prado's book Machine Learning for Asset Managers (2020). Data retrieved from Yahoo Finance via the `yfinance` Python package. Analysis and figure produced in Python (Matplotlib).

Author: Own work by Salmaan Mukhtar. Date: 2025.

License: Creative Commons Attribution-ShareAlike 4.0 (CC BY-SA 4.0).
Date
Source Own work
Author Salmaan Mukhtar

Licensing

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons
attribution share alike
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Captions

Price series (SPY, 2018–2025) with shaded spans denoting trend-scanning labels: green=uptrend, red=downtrend, gray=neutral.

Items portrayed in this file

depicts

30 August 2025

Category:CC-BY-SA-4.0 Category:Created with Matplotlib Category:Machine learning Category:Self-published work Category:Time series Category:Time series line charts