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The term gender affirming care means, with respect to an individual, any of the following:.
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The term sex means the indication of male or female sex by reproductive potential or capacity, sex chromosomes, naturally occurring sex hormones, gonads, or internal or external genitalia present at birth.
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The term biological sex means the indication of male or female sex by reproductive potential or capacity, sex chromosomes, naturally occurring sex hormones, gonads, or internal or external genitalia present at birth.
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The term orientation includes discrimination based on an individuals actual or perceived romantic, emotional, physical, or sexual attraction to other persons, or lack thereof, on the basis of gender.
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The term gender identity means the gender-related identity, appearance, mannerisms, or other gender-related characteristics of an individual, regardless of the individuals designated sex at birth.
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The term orientation means homosexuality, heterosexuality, or bisexuality.
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The term gender transition procedure means any medical or surgical service which seeks to alter or remove physiological or anatomical characteristics or features which are typical for the individuals biological sex, or to instill or create physiological or anatomical characteristics which resemble a sex different from ...
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The term gender means the psychological, behavioral, social, and cultural aspects of being male or female.
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The term gender transition means the process in which an individual goes from identifying with and living as a gender that corresponds to his or her biological sex to identifying with and living as a gender different from his or her biological sex, and may involve social, legal, or physical changes.
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The term gender transition surgery means any surgical service, including genital or non-genital surgery, performed for the purpose of assisting an individual with a gender transition.
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The term -sex hormones means testosterone or other androgens given to biological females at doses which are profoundly larger or more potent than would normally occur naturally in healthy biological females, and estrogen given to biological males at doses which are profoundly larger or more potent than would normally o...
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The term sex hormones means testosterone or other androgens given to biological females at doses which are profoundly larger or more potent than would normally occur naturally in healthy biological females, and estrogen given to biological males at doses which are profoundly larger or more potent than would normally oc...
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The term sex means the biological indication of male and female as determined by reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, chosen, or subjective expe...
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The term biological sex means the biological indication of male and female as determined by reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, chosen, or subj...
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The term gender identity means a persons self-perception of their gender or claimed gender, regardless of the persons biological sex.
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The term gender transition includes both medical transition and social transition.
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The term gender harassment, which includes verbal and nonverbal behaviors that convey insulting, hostile, and degrading attitudes about members of one gender;. 58 percent of individuals in the academic workplace experience sexual harassment, the second highest rate when compared to the military, the private sector, and...
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The term gender harassment means verbal and nonverbal behaviors that convey hostility, objectification, exclusion, or second-class status about ones gender, gender identity, gender presentation, sexual orientation, or pregnancy status.
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The term gender analysis means the examination of the differential impact of policies on different genders.
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The term gender-based violence--. means any harmful threat or act directed at an individual or group based on actual or perceived biological sex, gender identity or expression, sexual orientation, or lack of adherence to varying socially constructed norms around masculinity and femininity;. is rooted in structural gend...
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The term gender identity means an individuals sense of being male, female, transgender, or another gender, as distinct from the individuals sex assigned at birth.
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The term orientation means how a person identifies in terms of their emotional, romantic, or sexual attractions, and includes identification as straight, heterosexual, gay, lesbian, or bisexual, among other terms.
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The term gender identity means the gender-related identity, appearance, mannerisms, or other gender-related characteristics of an individual, without regard to the individuals designated sex at birth.
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The term gender equity infrastructure means the horizontal and vertical network of title IX coordinators and their allies who work to advance gender equity and eliminate discrimination in the United States.
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The term gender specific services means mammography, obstetric care, gynecological care, and such other services as the Secretary determines appropriate.
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The term gender identity means the gender-related identity, appearance, mannerisms, or other gender-related characteristics of an individual, regardless of the designated sex of the individual at birth.
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The term sex means the biological indication of male or female in the context of reproductive potential or capacity, including sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth.
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The term biological sex means the biological indication of male or female in the context of reproductive potential or capacity, including sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth.
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The term gender identity means an individuals perception of their own gender or claimed gender, regardless of the biological sex of the individual.
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The term orientation means an individuals actual or perceived romantic, physical or sexual attraction to other individuals, or lack thereof, on the basis of gender.
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The term gender identity means, with respect to an individual, such individuals sense of being male, female, transgender, or another gender, as distinct from the individuals sex assigned at birth.
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The term orientation means, with respect to an individual, how such individual identifies in terms of their emotional, romantic, or sexual attractions, and includes identification as straight, heterosexual, gay, lesbian, or bisexual, among other identifications.
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The term sex means the biological classification of male and female in the context of reproductive potential or capacity, as indicated by sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, chosen, or su...
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The term biological sex means the biological classification of male and female in the context of reproductive potential or capacity, as indicated by sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, ch...
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The term gender identity means a persons self-perceived identity, self-concept, or asserted gender, regardless of the persons biological sex.
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The term gender identity means the gender-related identity, appearance, or mannerisms or other gender-related characteristics of an individual, regardless of the individuals designated sex at birth.
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The term orientation means actual or perceived homosexuality, heterosexuality, or bisexuality.
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The term sex includes sexual orientation and gender identity, and for otherpurposes.
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The term orientation includes homosexuality, heterosexuality, and bisexuality.
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The term gender expression means the expression of ones gender, such as through behavior, clothing, haircut, or voice, and which may or may not conform to socially defined behaviors and characteristics typically associated with being either masculine or feminine.
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The term sex education means high quality teaching and learning that--. is delivered, to the maximum extent practicable, following the National Sexuality Education Standards of the Future of Sex Ed Initiative;. is about a broad variety of topics related to sex and sexuality, including--. puberty and adolescent developm...
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The term orientation means an individuals romantic, emotional, or sexual attraction to other people.
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The term queer resources means information that is related to homosexuality, bisexuality, transgender identity, transgender status, gender nonconformity, gender expansive, gender identity, sexual orientation, or related topics, except that such term does not include a visual depiction described in paragraph ... or ....
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The term sex includes but is not limited to discrimination on the basis of pregnancy, childbirth, or related medical conditions.
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The term orientation means an individuals actual or perceived romantic, physical, or sexual attraction to other persons, or lack thereof, that includes heterosexuality, homosexuality, and bisexuality.
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The term gender identity--. means a persons internal sense of gender, which could be female, male, or another gender;. includes a persons gender expression, which is how they present their gender identity outwardly, including through appearance, mannerisms, dress, or other gender-related characteristics; and. may or ma...
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The term , male, or another gender;. includes a persons gender expression, which is how they present their gender identity outwardly, including through appearance, mannerisms, dress, or other gender-related characteristics; and. may or may not match their designated sex at birth;. the term on the basis of sex includes,...
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The term male, or another gender;. includes a persons gender expression, which is how they present their gender identity outwardly, including through appearance, mannerisms, dress, or other gender-related characteristics; and. may or may not match their designated sex at birth;. the term on the basis of sex includes, i...
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The term sex includes, inter alia, on the basis of, perceived or actual--. sex stereotypes;. pregnancy or related conditions, including--. childbirth, termination of pregnancy, or lactation;. medical conditions related to pregnancy, childbirth, termination of pregnancy, or lactation; or(iii) recovery from pregnancy, ch...
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The term sex-based harassment--. means conduct on the basis of sex, including conduct of a sexual nature, that unreasonably alters a persons ability to participate in or receive any benefit, service, or opportunity from an education program or activity that receives Federal financial assistance, including by creating a...
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The term orientation includes homosexuality, heterosexuality, bisexuality, pansexuality, and asexuality.
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The term gender identity means the gender-related identity, appearance, mannerisms, or other gender-related characteristics of an individual regardless of the designated sex at birth of the individual.
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The term sex characteristics means an individual born with physical traits, including genitals, gonads, hormone function, or chromosomal patterns, that vary from stereotypical notions regarding the development, appearance, or function of sex characteristics.
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The term sex means the genetic classification of an individual as male or female, as reflected in the organization of the body of such individual for a reproductive role or capacity, such as through sex chromosomes, naturally occurring sex hormones, and internal and external genitalia present at birth, without regard t...
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The term biological sex means the genetic classification of an individual as male or female, as reflected in the organization of the body of such individual for a reproductive role or capacity, such as through sex chromosomes, naturally occurring sex hormones, and internal and external genitalia present at birth, witho...
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The term gender analysis--. means a socioeconomic analysis of available or gathered quantitative and qualitative information to identify, understand, and explain gaps between men and women, which typically involves examining--. differences in the status of women and men and differential access to and control over asset...
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The term sex means the biological indication of male and female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, chosen, or subjective exp...
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The term biological sex means the biological indication of male and female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to a persons psychological, chosen, or sub...
131
The term sex means the biological indication of male or female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and non-ambiguous internal and external genitalia present at birth, without regard to an individuals psychological, chosen, or subjectiv...
132
The term biological sex means the biological indication of male or female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and non-ambiguous internal and external genitalia present at birth, without regard to an individuals psychological, chosen, o...
134
The term gender transition means the process in which a person goes from identifying with and living as a gender that corresponds to his or her biological sex to identifying with and living as a gender different from his or her biological sex, and may involve social, legal, or physical changes.
150
The term gender identity means the gender-related identity, appearance, mannerism, or other gender-related characteristic of an individual, regardless of the designated sex at birth of the individual.
151
The term orientation means how a person identifies in terms of their emotional, romantic, or sexual attraction, and includes identification as straight, heterosexual, gay, lesbian, or bisexual, among other terms.
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The term sex characteristics--. means a physical trait present at birth or naturally occurring at a later time (including genitals, gonads, hormone function, and chromosome patterns), that differ from normative expectations for male or female bodies regarding the development, appearance, or function of sex-related char...
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The term sex means the biological indicators of male or female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and non-ambiguous internal and external genitalia present at birth, without regard to an individuals psychological, chosen, or subjectiv...
154
The term biological sex means the biological indicators of male or female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and non-ambiguous internal and external genitalia present at birth, without regard to an individuals psychological, chosen, o...
166
The term -sex hormones means testosterone or other androgens given to biological females at doses that are profoundly larger or more potent than would normally occur naturally in healthy biological females, or estrogen given to biological males at doses that are profoundly larger or more potent than would normally occu...
167
The term sex hormones means testosterone or other androgens given to biological females at doses that are profoundly larger or more potent than would normally occur naturally in healthy biological females, or estrogen given to biological males at doses that are profoundly larger or more potent than would normally occur...
169
The term gender dysphoria means a marked incongruence between ones experienced or expressed gender and biological sex.
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The term gender transition means the process by which a person goes from identifying with and living as a gender that corresponds to his or her biological sex to identifying with and living as a gender different from his or her biological sex, and may involve social, legal, or physical changes.
171
The term sex means the biological indication of male and female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to the psychological, chosen, or subjective experienc...
172
The term biological sex means the biological indication of male and female in the context of reproductive potential or capacity, such as sex chromosomes, naturally occurring sex hormones, gonads, and nonambiguous internal and external genitalia present at birth, without regard to the psychological, chosen, or subjectiv...
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The term sex means the indication of male or female based solely an individuals reproductive biology and genetics at birth, such as sex chromosomes, naturally occurring sex hormones, gonads, or internal or external genitalia, without regard to an individuals psychological, chosen, or subjective identity.
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The term sex education means high quality teaching and learning that--. is delivered, to the maximum extent practicable, following the National Sexuality Education Standards of the Future of Sex Ed Initiative;. is about a broad variety of topics related to sex and sexuality, including--. puberty and adolescent developm...
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The term gender identity means a characteristic consisting of the gender-related identity, appearance, mannerisms, or other gender-related characteristics of an individual, whether the characteristic is actual or perceived, regardless of the designated sex of the individual at birth;.
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The term orientation means a characteristic consisting of homosexuality, heterosexuality, or bisexuality, whether the characteristic is actual or perceived.
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The term sex includes discrimination on the basis of sex stereotypes, sex characteristics, pregnancy or related conditions, sexual orientation, and gender identity.
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The term biological man means an individual who is recognized as a male on the date of the birth of such individual, based on the genetic and reproductive biological characteristics of such individual.
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The term sex means the sex recognized on the date of birth of the individual based on the genetic and reproductive biological characteristics of such individual.
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The term biological sex means the sex recognized on the date of birth of the individual based on the genetic and reproductive biological characteristics of such individual.
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The term biological woman means an individual who is recognized as a female on the date of the birth of such individual, based on the genetic and reproductive biological characteristics of such individual.
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The term sex means sex determined solely by a persons reproductive biology and genetics at birth; and. the term sex-segregated means limited to or separated by sex.

Dataset Card for Dataset gender_congress_117-118

This dataset consists of definitions for gender and gender-related terms from congressional bills proposed between January 2021 and November 2023 (US Congress Sessions 117 and 118). It focuses on bills that feature the term "gender" prominently in the bill title, bill summary, or in the bill text.

Dataset Description

  • Curated by: Filipa Calado
  • Language(s) (NLP): English
  • License: Apache 2.0

Uses

This dataset is intended for studying bias and discrimination associated with gender and related terms.

Out-of-Scope Use

As the dataset was created to study bias and discrimination in language, it is not appropriate for production or public-facing use, especially without disclosing the intention behind the dataset's curation. Using the dataset in ways that do not fully disclose its curation rationale can harm groups that are already marginalized.

Dataset Structure

The dataset contains one field, train, which consists of a list of definitions for gender and related terms.

Curation Rationale

With the anti-trans attitudes proliferating across the United States, this dataset was created to give researchers a chance to study how gender is being defined in federal legislative contexts.

Data Collection and Processing

The bills were originally downloaded via the congress.gov website, then processed to extract definitions of gender and related terms.

Definitions were culled from the bills by searching for terms such as:

  • gender
  • biological sex
  • transgender
  • non-binary
  • queer
  • lgbtqia+

Bias, Risks, and Limitations

This dataset contains views of sex, gender, and sexuality that are non-affirming and harmful. Usage of this dataset without appropriate context (i.e., using it to share or train a model without disclosing its source and rationale) can exacerbate bias and discrimination toward marginalized groups, especially with regard to gender and gender norms.

Dataset Card Authors

Filipa Calado

Dataset Card Contact

gofilipa at gmail dot com

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