DATA METHODOLOGY

How CryptoTrades market data is collected and cached

Understand the retained data service, quote and retrieval timestamps, cache windows, news attribution and unavailable-data handling.

Prepared with AI assistance and approved for publication by CryptoTrades. Sources and calculations were checked; no independent expert review is claimed. Original publication date is not recorded.

Follow the data path

The Markets page requests the Next.js market endpoint, whose feed adapter reads the retained CryptoTrades Cloudflare Pages data service. That service supplies CoinMarketCap snapshots for Bitcoin, Ethereum, Solana and Chainlink. The frontend is not a direct exchange order book.

The separate service is a production dependency. A frontend deployment alone does not replace it, and a successful page response does not establish that every source is fresh. This draft describes the code and existing configuration; it is not a new uptime or latency measurement.

Evidence: CryptoTrades market and news methodology

Read quote time and retrieval time separately

A quote timestamp identifies the provider observation associated with a price. A retrieval timestamp identifies when the feed obtained a response. Loading a page now does not turn an older observation into a current price.

If either timestamp is absent or outside the adapter’s permitted range, the relevant item is not accepted as a fresh valid observation. Do not subtract retrieval time from your clock and call that exchange latency: the provider and venue collection methods are outside this frontend.

Understand the cache and outage windows

The retained service caches markets for five minutes and news independently by source for fifteen minutes. Its labeled outage snapshots expire after one hour for markets and six hours for news. The Next.js bridge may reuse a successful response for thirty seconds.

The bridge also applies freshness and structure checks. A previously successful response can be reused as stale only within its allowed age and with eligible items. These windows describe implementation choices, not guaranteed refresh intervals or service-level commitments.

Configured cache and retention windows; not availability guarantees
LayerMarketsNews
Retained source cache5 minutes15 minutes per source
Outage snapshot age limit1 hour6 hours
Bridge reuse30 seconds30 seconds

Evidence: CryptoTrades market and news methodology

Missing observations stay missing

A price must be positive and finite. Unsupported assets, duplicate rows, invalid timestamps and malformed records are rejected. A missing percentage change or capitalization is retained as unavailable rather than converted into zero.

If no usable feed remains, the interface reports the unavailable state. A genuine 0% change is different from missing change data. Similarly, a successful HTTP request is different from a complete, validated source response.

Evidence: CryptoTrades market and news methodology

News headlines retain their provenance

The news adapter accepts attributed items from Bitcoin Optech, the Ethereum Foundation Blog and the SEC. It checks source identity, URL origin/path, author, publication and retrieval dates, and the expected license reference before display.

Attribution does not make a headline an independent CryptoTrades investigation. Open the original item, check its publication date and distinguish announcements from evidence of adoption or investment quality. Changes in source licensing or URL structure may require a feed update.

Evidence: CryptoTrades market and news methodology

Use a snapshot within its scope

USD is the reference currency. An aggregate observation can differ from the bid or ask available to a particular account on a particular venue. Nothing in the table models your order size, fees, slippage or asset-transfer costs.

When citing a snapshot, record its source, quote time and retrieval time. For a research study, retain the actual observation window and method rather than treating the current table as historical data. Report suspected issues with the affected asset/source and a public reference.

Sources & method

  1. CryptoTrades market and news methodology

    Checked against the current feed and cache implementation. No uptime or latency study was performed. Checked 2026-10-28.

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