A product that makesan unrealistic claimabout itseffectiveness basedon incomplete orbiased dataA chart thatpresents data in away that is notaligned with itsoriginal purpose orquestionA graph that omits asignificant portion ofthe data in order tocreate a misleadingpictureA news article thatuses a biased orunrepresentativesample size tomake broadconclusionsA product thatuses statisticaldata out ofcontext topromote itsclaimsA graph that usesa non-standard orinappropriate typeof graph for thedata it representsA graph thatpresents datawith askewed ordistorted axisA productthat usesmisleadingstatistics inits advertisingA chart that usesvisual effects ormanipulation toexaggerate orobscure the databeing presentedA product thatuses manipulateddata or cherry-picked results topromote its claimsA news article thatpresents data in away that ismisleading orcontradicts scientificconsensusA product thatuses false orexaggerateddata to makeits claimsA chart thatpresents data in away that isinconsistent withestablishedstandards orconventionsA graph thatuses amisleading orambiguous titleor labelingA news articlethat presentsdata withoutciting itssources ormethodologyA graph thatdistorts theshape of thedata ormisrepresentsthe trendA news articlethat overstatesthe significanceof a study ordata setA news articlethatmisinterpretsdata orpresents it outof contextA chart thatpresents a largeamount of datawithout adequatelabels or contextA chart thatpresents data in away thatcontradicts othersources ofinformation on thesame topicA chart thatomitsimportantdata to skewthe resultsA chart thatuses a non-standard orunclearmeasurementscaleA graph that usesa non-uniformscale toexaggeratedifferencesbetween datapointsA news article thatpresents data withoutdiscussing thelimitations orpotential sources ofbias in the studyA product that makesan unrealistic claimabout itseffectiveness basedon incomplete orbiased dataA chart thatpresents data in away that is notaligned with itsoriginal purpose orquestionA graph that omits asignificant portion ofthe data in order tocreate a misleadingpictureA news article thatuses a biased orunrepresentativesample size tomake broadconclusionsA product thatuses statisticaldata out ofcontext topromote itsclaimsA graph that usesa non-standard orinappropriate typeof graph for thedata it representsA graph thatpresents datawith askewed ordistorted axisA productthat usesmisleadingstatistics inits advertisingA chart that usesvisual effects ormanipulation toexaggerate orobscure the databeing presentedA product thatuses manipulateddata or cherry-picked results topromote its claimsA news article thatpresents data in away that ismisleading orcontradicts scientificconsensusA product thatuses false orexaggerateddata to makeits claimsA chart thatpresents data in away that isinconsistent withestablishedstandards orconventionsA graph thatuses amisleading orambiguous titleor labelingA news articlethat presentsdata withoutciting itssources ormethodologyA graph thatdistorts theshape of thedata ormisrepresentsthe trendA news articlethat overstatesthe significanceof a study ordata setA news articlethatmisinterpretsdata orpresents it outof contextA chart thatpresents a largeamount of datawithout adequatelabels or contextA chart thatpresents data in away thatcontradicts othersources ofinformation on thesame topicA chart thatomitsimportantdata to skewthe resultsA chart thatuses a non-standard orunclearmeasurementscaleA graph that usesa non-uniformscale toexaggeratedifferencesbetween datapointsA news article thatpresents data withoutdiscussing thelimitations orpotential sources ofbias in the study

Bias Bingo - Call List

(Print) Use this randomly generated list as your call list when playing the game. There is no need to say the BINGO column name. Place some kind of mark (like an X, a checkmark, a dot, tally mark, etc) on each cell as you announce it, to keep track. You can also cut out each item, place them in a bag and pull words from the bag.


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  1. A product that makes an unrealistic claim about its effectiveness based on incomplete or biased data
  2. A chart that presents data in a way that is not aligned with its original purpose or question
  3. A graph that omits a significant portion of the data in order to create a misleading picture
  4. A news article that uses a biased or unrepresentative sample size to make broad conclusions
  5. A product that uses statistical data out of context to promote its claims
  6. A graph that uses a non-standard or inappropriate type of graph for the data it represents
  7. A graph that presents data with a skewed or distorted axis
  8. A product that uses misleading statistics in its advertising
  9. A chart that uses visual effects or manipulation to exaggerate or obscure the data being presented
  10. A product that uses manipulated data or cherry-picked results to promote its claims
  11. A news article that presents data in a way that is misleading or contradicts scientific consensus
  12. A product that uses false or exaggerated data to make its claims
  13. A chart that presents data in a way that is inconsistent with established standards or conventions
  14. A graph that uses a misleading or ambiguous title or labeling
  15. A news article that presents data without citing its sources or methodology
  16. A graph that distorts the shape of the data or misrepresents the trend
  17. A news article that overstates the significance of a study or data set
  18. A news article that misinterprets data or presents it out of context
  19. A chart that presents a large amount of data without adequate labels or context
  20. A chart that presents data in a way that contradicts other sources of information on the same topic
  21. A chart that omits important data to skew the results
  22. A chart that uses a non-standard or unclear measurement scale
  23. A graph that uses a non-uniform scale to exaggerate differences between data points
  24. A news article that presents data without discussing the limitations or potential sources of bias in the study