I have collected data regarding AI image generation. I generated 100 images from each tool and then listed down the number of images that were Male vs Female for different kinds of jobs. 
```
                AI Tool 1            AI Tool 2           AI Tool 3
Job.            Female   Male        Female   Male       Female   Male

Arts            98       2           95       5          80       20
Engineering     2        98          30       70         10       90
Housekeeping    100      0           90       10         70       30
```
Now, my teacher has asked to do a Binomial test: comparing the gender ratio for each job generated by each tool with a hypothetical 1:1 ratio. 


I have tried reading about the concept here: 

https://www.ncl.ac.uk/webtemplate/ask-assets/external/maths-resources/statistics/hypothesis-testing/hypothesis-testing-with-the-binomial-distribution.html

but I am not sure how exactly to implement it and which variables to use where. Since I have 3 different variables: gender, job type, and AI tool.