Gender Representation Analysis
Gender Ratio by Content Source
| Source | Male Total | Female Total | Gender Ratio (Male Share) | Sentences |
|---|
| exam_question |
9 |
5 |
64.3% |
20 |
| textbook |
28 |
25 |
52.8% |
50 |
| ai_generated |
4 |
5 |
44.4% |
15 |
| article |
1 |
2 |
33.3% |
15 |
Profession-Gender Association (PMI)
| Profession | Gender | PMI | Co-occurrences | Expected Stereotype |
|---|
| ceo |
female |
2.474 |
1 |
male_stereotyped |
| cashier |
male |
2.184 |
1 |
neutral |
| driver |
male |
2.184 |
2 |
male_stereotyped |
| nurse |
female |
1.474 |
1 |
female_stereotyped |
| doctor |
female |
1.474 |
1 |
neutral |
| pilot |
female |
1.474 |
1 |
male_stereotyped |
| teacher |
male |
1.447 |
3 |
neutral |
| farmer |
male |
1.184 |
3 |
male_stereotyped |
| scientist |
female |
1.152 |
2 |
male_stereotyped |
| scientist |
male |
-0.138 |
1 |
male_stereotyped |
| engineer |
female |
-0.333 |
1 |
male_stereotyped |
| engineer |
male |
-0.623 |
1 |
male_stereotyped |