BiasesAn organization makes a decision using a calculated value that suffers from statistical bias.
Data LineageAn organization gets data from hundreds of sources. It discovers that one of the sources is extremely inaccurate but lacks the data lineage information to identify where the data has been stored in various databases.
BugsA software bug causes data to be calculated or transformed incorrectly.
NoiseA self-driving car needs to decide if a plastic bag being blown by the wind is a dangerous obstacle.
AbnormalitiesTwo weather sensors in close proximity report dramatically different conditions.advanced persistent threat.
SourcesA large number of negative comments about a brand show up in social media. It is unclear if they are from a robotic source or if customers are actually unhappy.
FalsificationA false rumor is spread by social media that a company is about to release negative news.
Out of DateAn organization's customer database is out-of-date such that business processes often fail due to poor data quality.
|Overview: Data Veracity|
The degree to which data is accurate, precise and trusted.