B Evidence Grade B Graded under review Safe to Cite Dated

90%

90% -- data accuracy for virtual flowmeters (2023)

Name: Data Accuracy Statistics
Creator: Lighthouse Intelligence
Published: 2026-07-05

2023 · IndustryWeek

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Attribution: IndustryWeek View source

Lighthouse Research Team

Last verified: 2026-07-05 · How we verify data →

Source verified Evidence graded

Value

90%

Unit

Percentage

Data Vintage

2023

Entity

virtual flowmeters

Evidence Quality

Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

62/100 confidence

Single source - not yet corroborated

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

IndustryWeek Primary Tier A

https://www.industryweek.com/connected-enterprise/intelligent-artificial-lift-systems-improve-digita… ↗

Confidence: 64/100 Vintage: 2023 Channel: Cc Extraction

Source Article

Intelligent Artificial Lift Systems Improve Digital Oilfield Operations

Intelligent Artificial Lift Systems Improve Digital Oilfield Operations Oil and gas producers have been feeling the pressure in this down market to get the most from their existing assets and wellheads, as efficiently and cost effectively as possible. Fortunately, new technologies and capabilities a…

Original Research

IndustryWeek · Original study ↗

Methodology

Lab test conducted for a major oil producer

Methodology documented

Segmentation

Channelcommon_crawl

Cite this stat

Plain Text

virtual flowmeters: 90% data accuracy. Source: IndustryWeek (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/vfm-data-accuracy-90

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<blockquote cite="https://lighthousedata.io/data/vfm-data-accuracy-90" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- data accuracy for virtual flowmeters<br><small>Source: IndustryWeek (2023) · <a href="https://lighthousedata.io/data/vfm-data-accuracy-90" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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