Price, OHLCV and candle construction

ਸਰਲ ਭਾਸ਼ਾ ਵਿੱਚ ਅਰਥ

Price, OHLCV and candle construction means examining how issuers, instruments, venues, sessions, prices and benchmarks create market evidence with the identity, period, unit, source and limitations kept visible. It is a disciplined way to describe evidence, not a shortcut to an investment conclusion.

Learning objectives #

After this chapter you should be able to define price, ohlcv and candle construction, identify the evidence needed to use it, distinguish a reported zero from unavailable evidence, and explain why unlike instruments or periods may not be comparable.

Prerequisites #

Read “Orders, bid, ask, spread and market depth” first. Be comfortable checking an exact listing or instrument, its source, observation date, native currency and unit. When any one of those is unknown, pause the comparison and record the gap.

Core concept #

OHLCV summarizes trades inside one declared session or interval. Preserve raw facts separately from interpretation, and retain the denominator, time window, classification rule and provenance that make the evidence reproducible.

Method #

For price, ohlcv and candle construction, first identify the exact evidence named in this chapter: OHLCV summarizes trades inside one declared session or interval. Then freeze identity and period, collect source-backed inputs with units, calculate or classify only compatible evidence, and record contrary facts and unavailable fields.

Where it appears in XMarketRadar #

Use Search, Dashboard, Market Details, movers, sectors and comparison screens to confirm the exact venue and observation. A displayed field is useful only with its source and as-of context. If XMarketRadar does not calculate this chapter’s concept directly, use the chapter as an educational checklist and retain the supporting primary document or screen URL in the research workspace.

Worked example #

Trades 100, 103, 99 and 102 form O=100, H=103, L=99, C=102; volume is summed separately. Module context: Illustrative CU prices move from 100 to 105 across two completed sessions, so the period change is 5 CU or 5%; a partial third-session quote is kept separate. This is an illustrative audit trail, not live data, a target or an expected outcome.

Interpretation #

Interpret the result in the direction defined by the field, not by an assumed desirable outcome. Higher, lower, positive and negative can each have different meanings by context. Compare the observation with its own history or a compatible benchmark, and label conclusions as observations, interpretations or user decisions.

Limitations and common mistakes #

Mixing trades from different sessions or quote currencies into one candle. Ticker reuse, stale quotes, thin depth, corporate actions and changing index membership can invalidate a simple comparison. A precise calculation can still mislead when the source is stale, the denominator changed, or a classification hides important detail.

Unavailable evidence #

If evidence needed for this chapter’s focus is missing—OHLCV summarizes trades inside one declared session or interval.—the result is unavailable (—). Do not resolve the gap by mixing trades from different sessions or quote currencies into one candle. It is not zero, neutral, low risk, a failed condition or permission to substitute a different listing. Retain the last verified observation only with its original date and stale label.

Market and jurisdiction differences #

NSE, BSE, NASDAQ, NYSE, LSE, TSX/TSXV, TSE and KRX have distinct identifiers, sessions, settlement rules, currencies and price scales. Exchange rules, accounting conventions, calendars, taxes, disclosure timing, quote scale and licensed coverage can differ. Verify the current primary source for the relevant venue; registry support alone does not prove that every field is available.

Key takeaways #

For price, ohlcv and candle construction, remember this boundary: Mixing trades from different sessions or quote currencies into one candle. Keep the evidence exact, dated and source-backed; publish missing information as unavailable rather than manufacturing a value.

Practice #

Reproduce this historical scenario from source-labelled inputs: Trades 100, 103, 99 and 102 form O=100, H=103, L=99, C=102; volume is summed separately. Then change one input, preserve the original period and unit, and explain whether the result changes or becomes unavailable. Write the identity, source, date, unit and failure condition, then state exactly what would display as —.

Knowledge check #

Related next steps #

Continue with “Trading sessions, time zones, holidays and settlement”. Follow the previous/next chapter links and related glossary terms for canonical definitions. Re-run the checklist whenever the source, period, instrument identity or methodology changes.

Educational use only #

This chapter is descriptive education, not investment advice, a forecast, a recommendation, a suitability assessment or an instruction to buy, sell, rebalance, trade or place an order. XMarketRadar’s broker connections remain read-only.