nonrepresentative

Skewed from average

Nonrepresentative describes something that fails to reflect the whole it supposedly stands for.

A nonrepresentative sample in research doesn't accurately mirror the larger population, skewing results.

A nonrepresentative government doesn't reflect the will of its people.

The word often signals that conclusions drawn from limited data shouldn't be generalized: The survey was criticized as nonrepresentative.

biased

skewed

Asymmetrically shifted

prejudiced · partisan · distorted · unfair · discriminatory · inequitable · unbalanced · disproportionate · lopsided · tendentious

atypical

uncharacteristic

Unlike one's usual self

aberrant · unusual · uncommon · exceptional · idiosyncratic · peculiar · odd · rare · infrequent · singular

statistical

outlier

Distant data point

skewed · biased · sampling error · margin of error · confidence interval · population · dataset · distribution · variance · mean

political

unelected

Not chosen by voters

marginalized · voiceless · excluded · gerrymandered · delegate · constituency · electorate · mandate · plurality

misleading

deceptive

Creating false impressions

false · spurious · erroneous · fallacious · misinformative · untruthful · specious · misconstrued · mischaracterized · disingenuous

Opposites
statistical typicality

nonrepresentativerepresentative

One who acts for another

representative sample · typical · average · characteristic · normal

symbolic representation

nonrepresentativerepresentative

One who acts for another

symbolic · emblematic · symbolical · allegorical · emblematical

political/democratic representation

nonrepresentativerepresentative

One who acts for another

democratic · proportional · elected · delegated · parliamentary

Family

nonrepresentational

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