3 FACTORS
===============
(106, 3) (193, 106)
[[ 1.   -0.15  0.01]
 [-0.15  1.    0.03]
 [ 0.01  0.03  1.  ]]
Gender Conservativism
----
  0.73  0.54 |   0.73             | ITEM: Do you think it is important for men to be manly and women to be womanly?
  0.57  0.35 |   0.57             | ITEM: Would you be offended if people thought you were unmanly or gay?
 -0.55  0.31 |  -0.55             | ITEM: Do you believe women can do anything men can? (Other than physical strength)
 -0.53   0.3 |  -0.53             | ITEM: Who do you think has a most healthy understanding of gender?
 -0.53  0.34 |  -0.53  0.16  0.18 | ITEM: Do you believe there are more than two genders?
 -0.51  0.35 |  -0.51  0.25  0.17 | ITEM: Do you feel like people can choose their gender?
  0.51  0.29 |   0.51        0.18 | ITEM: Do you believe men have an obligation to take care of and protect women?
  0.51  0.35 |   0.51  0.31       | ITEM: Are you concerned that the world is not sufficiently appreciative of manhood and masculinity?
   0.5  0.29 |    0.5  0.19       | ITEM: Do you feel men or women have it easier in life?
  0.49  0.27 |   0.49       -0.17 | ITEM: Do you feel there is something wrong with feminine men?
  0.49  0.31 |   0.49  0.25       | ITEM: Do you feel young women tend to have a lot of unnecessary drama? (More than young men)
 -0.48  0.25 |  -0.48             | ITEM: How psychologically different do you feel men and women are?
  0.48  0.28 |   0.48  0.19       | ITEM: How do you feel about "locker room banter"?
  0.48  0.27 |   0.48  0.19       | ITEM: Do you feel like women are prone to excessively overthinking things?
  0.46  0.24 |   0.46             | ITEM: Do you think being male is an important part of your personality?
  0.44  0.33 |   0.44  0.35       | ITEM: Do you like guns?
  0.39  0.17 |   0.39             | ITEM: Do women feel too much guilt about everything?
 -0.38  0.21 |  -0.38  0.25       | ITEM: Are you nerdy?
 -0.38  0.18 |  -0.38         0.2 | ITEM: Would you like to see greater equality between groups in society?
  0.37  0.14 |   0.37             | ITEM: Do you believe God disapproves of people who identify as having a nonbinary gender?
  0.36  0.23 |   0.36        0.33 | ITEM: Do you feel you have learned a lot of lessons about how to succeed as a man?
 -0.35  0.18 |  -0.35  0.23       | ITEM: Would you use female avatars in video games?
 -0.35  0.21 |  -0.35  0.15  0.25 | ITEM: Do you know many LGBT people?
 -0.34  0.13 |  -0.34             | ITEM: Would you like to better understand what challenges women face in life?
  0.33  0.13 |   0.33             | ITEM: Do you believe that God (or some other spiritual force) made you male as part of a bigger plan?
  0.32  0.14 |   0.32  -0.2       | ITEM: Do you believe that growing up to be a man is something society chose for you, or that it is innate?
  0.31  0.11 |   0.31             | ITEM: Is it important for you to be considered an ordinary/"mainstream" person?
  -0.3  0.18 |   -0.3        0.26 | ITEM: Do you feel comfortable thinking and talking about which men would be more or less attractive?
  -0.3   0.1 |   -0.3             | ITEM: Do you tend to think that women or men do more good for the world?
  0.29  0.15 |   0.29  0.17   0.2 | ITEM: Are you good at physical fights?
  0.28   0.1 |   0.28             | ITEM: Does your family have a military tradition?
 -0.26  0.12 |  -0.26        0.23 | ITEM: Are you a fan of musicals?
 -0.25   0.1 |  -0.25       -0.15 | ITEM: Do you often get annoyed by male overconfidence?
 -0.24  0.06 |  -0.24             | ITEM: Do you think men or women are better?
 -0.24  0.06 |  -0.24             | ITEM: Do you think men or women are smarter?
 -0.23  0.05 |  -0.23             | ITEM: If you were a woman, do you think having to bear children would be a large burden?
  0.21  0.07 |   0.21        0.16 | ITEM: Do you think the current transgender prevalence reflects a trend that works as an outlet for other mental health issues?
  0.19  0.05 |   0.19             | ITEM: Would you find it upsetting to change your name to a different one?
 -0.19  0.04 |  -0.19             | ITEM: Are you a vegetarian?
  0.18  0.06 |   0.18        0.17 | ITEM: Do religious or spiritual authorities have great expectations for you to live up to your masculinity?
 -0.17  0.03 |  -0.17             | ITEM: Do you prefer being socially around women or men?
 -0.16  0.03 |  -0.16             | ITEM: How did you parents think of gay people when you were growing up?
 -0.16  0.05 |  -0.16             | ITEM: Do you tend to better get along with women or men?
  0.15  0.05 |   0.15        0.15 | ITEM: Do you value hard, physical labor?
 -0.12  0.03 |                    | ITEM: Would you say it makes much of a difference for a person's life whether they are male or female?
  -0.1  0.02 |                    | ITEM: Do you feel society is becoming more or less "gendered" over time?
 -0.09  0.01 |                    | ITEM: Do you feel that anything in the universe can be changed by humans?
  0.05   0.0 |                    | ITEM: Which of the following do you find most central to your sense of self?

Eccentricity
----
  0.54  0.31 |         0.54       | ITEM: Did you have unusual, "outsider", interests as a kid?
 -0.53  0.28 |        -0.53       | ITEM: Are you married?
 -0.47  0.23 |        -0.47       | ITEM: Do you have children/a child?
  0.47  0.25 |  -0.16  0.47       | ITEM: Do you wish you knew more about crazy exotic experiences, like what it is like to be an animal?
  0.46  0.22 |         0.46       | ITEM: Do you feel that society has a stereotype of men as being excessively stupid and domineering?
  0.44   0.2 |         0.44       | ITEM: Have you had a lot of financial difficulties and/or other material struggle?
  0.42  0.22 |   0.18  0.42       | ITEM: Do you live in a place with high competition for masculinity?
   0.4  0.22 |  -0.24   0.4       | ITEM: Do people tend to say that you are feminine?
  0.39   0.3 |   0.38  0.39       | ITEM: Are you concerned that society does not have a sufficiently aspirational view of men?
  0.38  0.17 |         0.38       | ITEM: Do you believe you must become a stronger, more confident person?
  0.38   0.2 |   0.25  0.38       | ITEM: Do you feel that people falsely assume you to be more mean and dangerous than you are, due to you being male?
  0.36  0.13 |         0.36       | ITEM: Are you good at imagining wild hypotheticals, such as what if you lived 300 years ago, or what if you could fly?
  0.35  0.19 |         0.35 -0.24 | ITEM: Do people tend to disrespect you?
 -0.35  0.17 |        -0.35  0.22 | ITEM: Do you like to follow sports competitions?
  0.34  0.24 |         0.34 -0.34 | ITEM: Were you a loner as a child?
  0.32  0.11 |         0.32       | ITEM: Do you think it might be interesting to work as a machinist?
  0.32  0.12 |         0.32       | ITEM: How often do you cry?
  0.31  0.11 |         0.31       | ITEM: Do you feel you'd have an easier time attracting partners if you were a woman?
   0.3  0.24 |  -0.26   0.3  0.28 | ITEM: How much exposure have you had to ideas related to gender nonconformity during your life?
   0.3  0.16 |   0.17   0.3  0.21 | ITEM: Do you find it exciting to do wild things that you might later regret?
  0.29  0.11 |   0.15  0.29       | ITEM: Do you live in a place which puts high value on gender roles?
  0.29  0.09 |         0.29       | ITEM: Have you ever been sexually assaulted?
  0.27  0.08 |         0.27       | ITEM: Which parent worked more (at a job) while you were growing up?
  0.27  0.11 |         0.27  0.16 | ITEM: Do you use skincare products?
  0.24  0.07 |         0.24       | ITEM: Have you received instruction and practiced being a masculine man?
  0.22  0.08 |  -0.16  0.22       | ITEM: Do you have more male or female friends?
 -0.21  0.05 |        -0.21       | ITEM: Do you tend to feel that the male or the female body is more aesthetically pleasing?
  0.21  0.05 |         0.21       | ITEM: Do people call you arrogant?
 -0.19  0.06 |        -0.19  0.15 | ITEM: Are you happy with your penis size?
  0.16  0.04 |         0.16       | ITEM: Do you prefer beer or fruity alcoholic drinks?
  0.16  0.03 |         0.16       | ITEM: Did you grow up in a home where the men made the decisions/had the authority?
 -0.14  0.04 |                    | ITEM: Were you raised in a poor or rich area?
  0.09  0.01 |                    | ITEM: Do you find that people around you tend to see your masculinity as "crude"/"primitive"?
 -0.07  0.01 |                    | ITEM: Which parent spent more time raising you while you were growing up?
 -0.06   0.0 |                    | ITEM: How tall are you?

Extraversion
----
  0.56  0.39 |  -0.27        0.56 | ITEM: Do you feel in touch with your feelings?
  0.54  0.32 |   0.15        0.54 | ITEM: Do you have an easy time impressing women?
  0.53  0.29 |               0.53 | ITEM: Do you tend to be more quiet/introverted or more talkative/extraverted?
  0.52  0.35 |         0.27  0.52 | ITEM: Are you good at understanding other's emotions?
  0.52  0.31 |   0.16        0.52 | ITEM: Are you good at flirting?
  0.52  0.43 |   0.19 -0.36  0.52 | ITEM: Are you "successful" at achieving what is expected of men?
  0.51  0.31 |  -0.15  0.16  0.51 | ITEM: Are you good at understanding how other people feel?
  0.47  0.29 |        -0.23  0.47 | ITEM: Do you tend to be successful?
  0.46  0.24 |   0.18        0.46 | ITEM: Do people around you see you as a leader?
  0.46  0.24 |  -0.16        0.46 | ITEM: Do you tend to be open about your emotions?
  0.42  0.27 |    0.3        0.42 | ITEM: Are you good at standing up to people who mistreat you?
 -0.42  0.22 |   0.21       -0.42 | ITEM: How do you think is a healthy way to face new and complex things?
  0.42  0.21 |               0.42 | ITEM: Do you feel comfortable asking others for help with things?
  0.42  0.21 |         -0.2  0.42 | ITEM: Do you spend a lot of time with other people?
  0.34  0.12 |               0.34 | ITEM: Have you had a lot of male friends?
  0.33   0.2 |         -0.3  0.33 | ITEM: Do you feel that you are as important as other men?
   0.3  0.18 |   0.27         0.3 | ITEM: Do you feel that you have high testosterone levels?
  0.29  0.16 |        -0.25  0.29 | ITEM: Are you good at sports?
  0.27  0.14 |         0.24  0.27 | ITEM: Are you artistic?
  0.23  0.05 |               0.23 | ITEM: How often do you do outdoors activities, such as hikes?
  0.16  0.03 |               0.16 | ITEM: Do you like working with plants?
 -0.15  0.05 |              -0.15 | ITEM: Do you tend to be stubborn?
  0.14  0.04 |                    | ITEM: Did your family growing up have particularly many women/girls?