What in the Chart if Anything Indicates a Lesbian/Gay Person?

So i have a script that takes the AstroDatabank and can calculate charts with specific attributes, and compare placements. It's a little crude and needs improvement, and don't go quoting this in journals, but this is what it spits out:

The charts were filtered in a previous step to only include ones with AA, A, and B ratings. There are 17 female-to-male transsexual charts, and 37 male-to-female. These were selected by picking charts with FM and MF gender markers, respectively. Their placements are compared to 17 male and 37 female charts. This is more because of how the script is written, than any logical reason. It can be changed, but I didn't think of how to divide the sample and control groups when more than two genders come into play when i wrote this (oops, I should know better).

The percentages indicate the number of charts with the given chart element dominant. FTM: ('Hemisphere, Lower', 0.5294117647058824) ('Hemisphere, Upper', 0.4117647058823529) ('Hemisphere, Upper/Lower', 0.058823529411764705) MTF: ('Hemisphere, Lower', 0.40540540540540543) ('Hemisphere, Upper', 0.3783783783783784) ('Hemisphere, Upper/Lower', 0.21621621621621623) M: ('Hemisphere, Upper', 0.5882352941176471) ('Hemisphere, Lower', 0.35294117647058826) ('Hemisphere, Upper/Lower', 0.058823529411764705) Females: ('Hemisphere, Upper', 0.4594594594594595) ('Hemisphere, Lower', 0.3783783783783784) ('Hemisphere, Upper/Lower', 0.16216216216216217)

Dualities: FTM: ('Duality, Positive', 0.6470588235294118) ('Duality, Negative', 0.29411764705882354) ('Duality, Positive/Negative', 0.058823529411764705) MTF: ('Duality, Negative', 0.4864864864864865) ('Duality, Positive', 0.43243243243243246) ('Duality, Positive/Negative', 0.08108108108108109) M: ('Duality, Negative', 0.7058823529411765) ('Duality, Positive', 0.29411764705882354) ('Duality, Positive/Negative', 0.0) Females: ('Duality, Negative', 0.5405405405405406) ('Duality, Positive', 0.43243243243243246) ('Duality, Positive/Negative', 0.02702702702702703)

Elements (condensing the rest of this for space's sake) FTM: fire, air, earth, water, with fire having 41% MTF: earth, water, fire, air, with earth having 27% M: earth, air, water, fire, with earth having 35% F: earth, water, fire, air, with earth having 35%

Modes FTM: mutable, cardinal, fixed, with mutable having 58%. MTF: fixed, cardinal, mutable, with fixed having 38% M: fixed, mutable, cardinal, with fixed having 47% F: mutable, fixed, cardinal, with mutable having 35%

House type: FTM: cadent, angular/succedent, angular/cadent, with cadent having 35% MTF: cadent, angular, succedent, with cadent having 38% M: angular/cadent, cadent, succedent, with a/c having 29% F - cadent, succedent, angular, with cadent having 30%

It also ranks signs, houses, and affinities, but I'm having issues with how those are being calculated, ranked, and displayed.

I've only done this group so far because that was the easiest to pick out. I'll have to dig through AstroDatabank's category information to do more.

/r/astrology Thread Parent