Market Trend Reporting Framework
A multi-horizon framework for describing market trends without converting observations into deterministic predictions.
What this resource does
A trend report should state what moved, over which horizon, across what universe, and with what participation. It should not use one indicator to declare a certain future direction.
ShareKeyX separates price direction, breadth, volatility, liquidity, sector leadership, valuation, and macro context. Conflicting signals remain visible instead of being forced into one score.
Methodology
- Define daily, weekly, monthly, and longer-horizon comparison windows.
- Measure index returns, breadth, dispersion, volume, volatility, and sector contribution.
- Attach macro releases and corporate events by publication time rather than hindsight.
- Write observations, possible explanations, counterevidence, and monitoring triggers separately.
How to interpret it
A price trend with broad participation and stable liquidity differs from a move concentrated in a few constituents. Rising volatility can coexist with a positive return.
Trend persistence is uncertain. The report should describe invalidation conditions and the evidence date rather than promise continuation.
Limitations and failure modes
- Window selection changes the visible trend.
- Index weights can hide constituent dispersion.
- Event explanations may be correlation rather than causation.
- Unexpected information can reverse established patterns.
Research workflow
- Freeze data cut-off.
- Calculate each evidence block.
- Review conflicts and missing coverage.
- Publish dated observations and triggers.
Questions and answers
Is a trend report a forecast?
No. It describes observed conditions and possible scenarios. A separate, versioned forecast requires a target, horizon, and evaluation rule.
Why use several horizons?
A market can rise over a year while declining over a week. Explicit horizons prevent those statements from being confused.