Understanding Scores & Data Freshness
What timestamps mean, why data may be delayed, and how to know whether information is current.
In Simple Words
Every piece of market data has a timestamp. Some data is real-time, some is delayed (for example 15 minutes), and some updates only when a new filing or quote arrives. Warifin shows timestamps and warnings so you know how fresh each number is.
Why It Matters
Acting on stale data can lead to wrong decisions. Knowing freshness prevents overconfidence.
Key Terms
Market data that lags real-time, often by 15 minutes for some exchanges.
The date a piece of data was reported or captured.
How much of the needed information is actually available for a company.
How to Interpret It
If a score says 'calculated 3 days ago' or data coverage is low, treat conclusions as preliminary, not final.
Beginner Mistakes
- Assuming every number is live.
- Ignoring 'data unavailable' warnings.
Try It Yourself
Open a company page and find at least one timestamp and one data-coverage indicator. Note what they tell you.
Key Takeaway
A number without a timestamp is only half the story.
Open the real tool to practice.
Knowledge Check
Choose an answer, then check.1. Delayed data means…
2. Low data coverage suggests you should…
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Valuation: P/E, PEG & Price-to-Sales
Stock Research Fundamentals
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