How MEMECOINY separates data, context and opinion
A source, retrieval time and a clear boundary between fact and interpretation.
Key takeaways
- Every number needs a source and time
- We identify tokens by network and address
- Missing data is shown explicitly
- Interpretation is not a recommendation
Three layers of a report[1][2][3]
Data is a value or property supplied by a named source. Context explains how to read it and what it does not show. Opinion or hypothesis must be clearly separated from both.
Freshness and data failures[1]
Market data changes quickly. A view should identify its provider and retrieval time. When a provider fails, the last real observation is marked stale, or the field is reported as unavailable.
- Provider name
- Retrieval time
- Asset network and address
- Live, stale or unavailable status
- Methodology link
Limits of analysis[1]
High liquidity does not prove honesty. Low concentration does not guarantee safety. Social activity does not authenticate a contract. Each signal answers a narrower question.
Data: pair liquidity reported by the provider at 14:32 UTC. Context: value may be split across venues. Interpretation: a fresh quote is required before a larger order.
Sources
Primary material used to verify the information. A number beside a section points to the related source. A link is not an endorsement of the asset discussed.