Data Analytics: Exploring Specific Tags

Cara Marta Messina
Northeastern University
messina [dot] c [at] husky [dot] neu [dot] edu

This notebook takes data collected from Archive of Our Own, a popular fanfiction repository, and sets it up to be analyzed. The data was collected using this AO3 python scraper. The corpus consists of The Legend of Korra and Game of Thrones fanfics, from the first one published on AO3 to 2019.

This notebook is part of the Critical Fan Toolkit, Cara Marta Messina's public + digital dissertation

In [2]:
#pandas for working with dataframes
import pandas as pd

#regular expression library
import re

#numpy specifically works with numbers
import numpy as np

from nltk import word_tokenize

import string
punctuations = list(string.punctuation)

#has the nice counter feature for counting tags
import collections
from collections import Counter 

#for making a string of elements separated by commas into a list
from nltk.tokenize.punkt import PunktSentenceTokenizer, PunktLanguageVars 

#visualizations
#import plotly as py
#import plotly.express as px
#import plotly.graph_objs as go
#from plotly.subplots import make_subplots

#calling my plotly thing
#import chart_studio
#chart_studio.tools.set_credentials_file(username='caramessina', api_key='IdA4LjtaqYKmFJnfS8Uv')

Reading and Prepping the Data

In [94]:
korra_all = pd.read_csv('./data/allkorra.csv')
korra_all.head(3)
Out[94]:
Unnamed: 0 work_id title rating category fandom relationship character additional tags language ... status status date words chapters comments kudos bookmarks hits body month
0 0 6388009 A More Perfect Union General Audiences Gen Avatar: Legend of Korra NaN Noatak (Avatar), Tarrlok (Avatar), Amon (Avatar) Alternate Universe English ... Updated 2018-03-14 8139 4/? 11.0 27.0 4.0 286.0 He's forgotten how to be warm. The thought wou... 2016-03
1 1 13974048 let go Teen And Up Audiences F/F Avatar: Legend of Korra Lin Beifong/Korra Korra (Avatar), Lin Beifong just a quick one-shot i never posted properly,... English ... Completed 2018-03-14 996 1/1 NaN NaN NaN 41.0 "Korra." Somewhere distant. Someone holding h... 2018-03
2 2 13720947 Is This Your Dog? General Audiences F/F Avatar: Legend of Korra Korra/Asami Sato Korra (Avatar), Asami Sato, Tonraq (Avatar), M... Alternate Universe - College/University, Alter... English ... Updated 2018-03-14 7585 5/? 111.0 318.0 18.0 3637.0 Korra's father kneeled down in front of her so... 2018-02

3 rows × 21 columns

In [3]:
#reading in multiple csv files, since one large one breaks my kernels 

got0 = pd.read_csv(r'./data/got_data_clean/got0.csv')
got1 = pd.read_csv(r'./data/got_data_clean/got1.csv')
got2 = pd.read_csv(r'./data/got_data_clean/got2.csv')
got3 = pd.read_csv(r'./data/got_data_clean/got3.csv')

merged_got = pd.concat([got0, got1, got2, got3])
merged_got.head(3)
Out[3]:
Unnamed: 0 work_id title published rating character relationship additional tags category body month
0 0 19289563 game of thrones, 2019-06-20 explicit, arya stark, bella, gendry baratheon - characte... gendry baratheon/arya stark, gendry baratheon/... NaN multi, authors note: this is really short but i promi... 2019-06
1 1 17179712 game of thrones, 2018-12-27 teen and up audiences, jon snow | aegon targaryen, arya stark, sansa ... jon snow/daenerys targaryen, arya stark/gendry... armies and allies, war, romance, eventual happ... f/m, arya's chambers still felt different.\n\n \n\n... 2018-12
2 2 2352779 game of thrones, 2014-09-24 teen and up audiences, NaN xander harris/spike, established relationship, drabble, m/m, "it's asking again". \n\n"then press the blood... 2014-09
In [4]:
merged_got.count()
Out[4]:
Unnamed: 0         29897
work_id            29897
title              29897
published          29897
rating             29896
character          28913
relationship       27733
additional tags    27118
category           28472
body               29897
month              29897
dtype: int64

Creating the Functions: Extracting Metadata

created a function that will take the different tags (which are phrased as characterA/characterB, characterA/characterB, etc in the data) and count the most common relationships to then output it as the most common relationship tags used.

In [5]:
def column_to_list(df,columnName):
    '''
    this function takes all the information from a specific column, joins it to a string, and then tokenizes & cleans that string.
    input: the name of the dataframe and the column name
    output: the tokenized list of the text with all lower case, punctuation removed, and no stop words
    '''
    df[columnName] = df[columnName].replace(np.nan,'',regex=True) 
    string = ' '.join(df[columnName].tolist())
    return string
In [6]:
def clean_tokens(string):    
    stopwords = ['i', 'me', 'my', 'myself', "“", "”", 'we', 'our', '’', 'ours', 'ourselves', 'you', "you're", "you've", "you'll", "you'd", 'your', 'yours', 'yourself', 'yourselves', 'he', 'him', 'his', 'himself', 'she', "she's", 'her', 'hers', 'herself', 'it', "it's", 'its', 'itself', 'they', 'them', 'their', 'theirs', 'themselves', 'what', 'which', 'who', 'whom', 'this', 'that', "that'll", 'these', 'those', 'am', 'is', 'are', 'was', 'were', 'be', 'been', 'being', 'have', 'has', 'had', 'having', 'do', 'does', 'did', 'doing', 'a', 'an', 'the', 'and', 'but', 'if', 'or', 'because', 'as', 'until', 'while', 'of', 'at', 'by', 'for', 'with', 'about', 'against', 'between', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'to', 'from', 'up', 'down', 'in', 'out', 'on', 'off', 'over', 'under', 'again', 'further', 'then', 'once', 'here', 'there', 'when', 'where', 'why', 'how', 'all', 'any', 'both', 'each', 'few', 'more', 'most', 'other', 'some', 'such', 'no', 'nor', 'not', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 's', 't', 'can', 'will', 'just', 'don', "don't", 'should', "should've", 'now', 'd', 'll', 'm', 'o', 're', 've', 'y', 'ain', 'aren', "aren't", 'couldn', "couldn't", 'didn', "didn't", 'doesn', "doesn't", 'hadn', "hadn't", 'hasn', "hasn't", 'haven', "haven't", 'isn', "isn't", 'ma', 'mightn', "mightn't", 'mustn', "mustn't", 'needn', "needn't", 'shan', "shan't", 'shouldn', "shouldn't", 'wasn', "wasn't", 'weren', "weren't", "would", "could", 'won', "won't", 'wouldn', "wouldn't"]
    text_lc = [word.lower() for word in string]
    text_tokens_clean = [word for word in text_lc if word not in stopwords]
    text_tokens_clean = [word for word in text_tokens_clean if word not in punctuations]
    return text_tokens_clean
    print(text_tokens_clean[:20])
In [7]:
def TagsAnalyzer(df, columnName):
    '''
    input: the index month+year, such as '2012-04', and the specific metadata, such as 'additional tags'
    output: a tupple of the count of tags in a specific month/year
    
    load in the proper data into a string'''
    
    #replace empty values & make a list of all the words
    string = column_to_list(df, columnName)
    
    #the function to tokenize, or put each value as an element in a list
    class CommaPoint(PunktLanguageVars):
        sent_end_chars = (',') 
    tokenizer = PunktSentenceTokenizer(lang_vars = CommaPoint())
    
    #tokenizing the list of strings based on the COMMA, not the white space (as seen in the CommaPoint above)
    ListOfTags = tokenizer.tokenize(string)
    
    #the "Counter" function is from the collections library
    allCounter=collections.Counter(ListOfTags)
    
    li = []
    #returning a dictionary in which the keys are all the tags, and the items are the counts
    for word0,word1 in allCounter.most_common(300):
        li.append((word0, (word1/length)*100))

#     #return
    return li
In [8]:
def extract_tags(dictionary,search_term,count):
    '''
    input: a dictionary to be searched, the term you want to search, and the total number of tags or whatever you count
    output: all the items in which your specific term appears and the ratio of times each one appears
    '''
    for tag, number in dictionary.items():    # for name, age in dictionary.iteritems():  (for Python 2.x)
        if search_term in tag:
            print(tag, number, (number/count)*100)

The Legend of Korra: Exploring Additional Tags

I've already done some of this work, but I want to add more potential writers to the list. What is really interesting about these tags, though, is there are many less of them. I wonder, because Korra/Asami is the "norm", if there needs to be a labeling of difference. For example, Korrasami/KorraxKuvira is much more used than other relationships in this fandom, so being explicitly open about its queerness isn't important. Tags don't need to be used to define race/queerness because these identities are already so embedded in both the show and the fanfics.

For example, feminism and pointing to feminism does not really happen.

Race

  • canon character of color
  • male character of color
  • character of color
  • lgbtq female characters of color
  • 'of color' is a tag to look at

Queer/Lesbian/Gay/Gender

  • socially awkward queer girls
  • genderqueer korra
  • okay it would be smut but i started writing a lesbian adventure romcom
  • kya being a horribly flirtatious lesbian
  • nonbinary lesbians
  • gaycation all i ever wanted
  • everyone's gay/everyone is gay
  • idk how else to describe this but gay gay gay
  • older gays giving advice to younger gays
  • drag queen/drag queens
  • trans
  • trans female character
  • trans characters
  • trans!korraxasami
  • pre-transition
  • for trans!korra to help dysphoria the other way around
  • genderqueer
  • gender dysphoria/euphoria
  • gender queer characters
In [ ]:
tlok_AT_count = korra_all['additional tags'].str.len().sum()
In [96]:
#All of the Additional Tags used in the Game of Thrones fandom
tlok_AT = TagsAnalyzer(korra_all,'additional tags')
In [99]:
extract_tags(tlok_AT,'color',tlok_AT_count)
extract_tags(tlok_AT,'race',tlok_AT_count) #...master race?
extract_tags(tlok_AT,'queer',tlok_AT_count)
extract_tags(tlok_AT,'lesbian',tlok_AT_count)
extract_tags(tlok_AT,'gay',tlok_AT_count)
extract_tags(tlok_AT,'drag',tlok_AT_count)
extract_tags(tlok_AT,'bisex',tlok_AT_count)
extract_tags(tlok_AT,'trans',tlok_AT_count)
extract_tags(tlok_AT,'feminis',tlok_AT_count) #less feminist tags coming up–FASCINATING
extract_tags(tlok_AT,'gender',tlok_AT_count)

seeing your soul mate makes you see in color, 1 0.00019161823515773054
Waterbending master race, 2 0.00038323647031546107
water tribe master race, 1 0.00019161823515773054
Watertribe master race Mako - Freeform, 1 0.00019161823515773054
Korracentric howrra, 1 0.00019161823515773054
Korracentric  Embarrassment, 1 0.00019161823515773054
Katara the queer uniter, 1 0.00019161823515773054
useless queers, 1 0.00019161823515773054
useless queers Yuri, 1 0.00019161823515773054
queer  Alternate Universe - Canon Divergence, 1 0.00019161823515773054
queer, 4 0.0007664729406309221
Genderqueer, 5 0.0009580911757886527
Genderqueer Korra, 2 0.00038323647031546107
other queer characters, 1 0.00019161823515773054
Surfing AU Genderqueer Korra, 1 0.00019161823515773054
Genderqueer bolin Red Lotus Korra, 1 0.00019161823515773054
gender queer character, 1 0.00019161823515773054
queer dorks, 1 0.00019161823515773054
Genderqueer Character Pre-Canon, 1 0.00019161823515773054
Genderqueer Character  Fluff, 1 0.00019161823515773054
Genderqueer Character Canon Queer Character, 1 0.00019161823515773054
Genderqueer Character, 3 0.0005748547054731917
Season 3 Finale Alternate Universe - Modern Setting Genderqueer, 1 0.00019161823515773054
Science Fiction  Genderqueer, 1 0.00019161823515773054
okay it WOULD be smut but i started writing a lesbian adventure romcom, 1 0.00019161823515773054
nonbinary lesbians, 1 0.00019161823515773054
Kya being a horribly flirtatious lesbian, 1 0.00019161823515773054
magical lesbian spawn Post-Finale, 1 0.00019161823515773054
lesbian kinky, 1 0.00019161823515773054
flawless lesbian queens, 1 0.00019161823515773054
useless lesbian Korra, 1 0.00019161823515773054
AU the only reason for this is lesbians, 1 0.00019161823515773054
mako is an oblivious ass and bad at his job the only reason for this is lesbians Reunions, 1 0.00019161823515773054
it's gonna be really gay, 1 0.00019161823515773054
Transformation Older gays giving advice to younger gays, 1 0.00019161823515773054
Game Night gays have a meet-cute, 1 0.00019161823515773054
sort of gays being gay, 1 0.00019161823515773054
Rimming Originally Posted on FanFiction.Net super gay, 1 0.00019161823515773054
extremely gay, 1 0.00019161823515773054
but oh so gay, 1 0.00019161823515773054
gay as fuck, 1 0.00019161823515773054
gay couples, 2 0.00038323647031546107
One Shot gay wei, 1 0.00019161823515773054
korra and asami are super gay together and have sex, 1 0.00019161823515773054
Equalist Asami Sato   pretty gay, 1 0.00019161823515773054
like really pretty gay, 1 0.00019161823515773054
idk how else to describe this but gay gay gay, 1 0.00019161823515773054
embarrassed gay mess Asami, 1 0.00019161823515773054
everything you love is gay, 1 0.00019161823515773054
its gay ok Fluff, 1 0.00019161823515773054
so much gay, 1 0.00019161823515773054
pure disgusting fluff soft gay, 1 0.00019161823515773054
gay bars, 1 0.00019161823515773054
Dubious Consent its barely kyalin they aren't together in it but they talk and its vaguely gay?? Family, 1 0.00019161823515773054
Everyone's gay, 1 0.00019161823515773054
a bit creepy toph - Freeform cute gay bbys, 1 0.00019161823515773054
a single gay slur, 1 0.00019161823515773054
my gay dorks, 1 0.00019161823515773054
but i dragged him anyway, 1 0.00019161823515773054
dragons make everything better Canon Disabled Character, 1 0.00019161823515773054
kyalin dragon age au   Lesbian Sex, 1 0.00019161823515773054
dragon - Freeform, 2 0.00038323647031546107
avatar wanxoc  air temple island dragnet, 1 0.00019161823515773054
Ejaculation  zuko's dragon - Freeform, 1 0.00019161823515773054
but i'm not even sure if it warrants the tag in this context I cut this off because I felt like I was dragging it out, 1 0.00019161823515773054
asami is a useless bisexual Original Character(s), 1 0.00019161823515773054
bisexual korra, 2 0.00038323647031546107
bisexual asami, 2 0.00038323647031546107
useless bisexual vampire, 1 0.00019161823515773054
bisexuals, 2 0.00038323647031546107
useless bisexuals, 1 0.00019161823515773054
bisexuality doesn't exist Book 3, 1 0.00019161823515773054
bisexual women Alternate Universe - Canon Divergence, 1 0.00019161823515773054
bisexual bolin, 1 0.00019161823515773054
canon bisexual couple, 1 0.00019161823515773054
Sokka is bisexual, 1 0.00019161823515773054
for trans!Korra to help dysphoria the other way around, 1 0.00019161823515773054
transphobic language, 1 0.00019161823515773054
Friendships that transthrough lifetimes, 1 0.00019161823515773054
not sensation transmitting, 1 0.00019161823515773054
friendships that transcend lifetimes korrasami month 2016, 1 0.00019161823515773054
discussion of transphobia Welcome to crossover hell pal, 1 0.00019161823515773054
trans!Bolin, 1 0.00019161823515773054
trans guy! Mako Spirit World Vacation, 1 0.00019161823515773054
sensation transmitting strap-on, 1 0.00019161823515773054
pre-transition  Smut, 1 0.00019161823515773054
some friendships are so strong they can transcend lifetimes AU, 1 0.00019161823515773054
Asami POV  Pangender, 1 0.00019161823515773054
differing gender expression, 1 0.00019161823515773054
Agender Character, 1 0.00019161823515773054
Agender Malia Tate Smut, 1 0.00019161823515773054
Bigender Korra Fluff, 1 0.00019161823515773054
genderfluid pidge, 1 0.00019161823515773054
Bigender Korra, 1 0.00019161823515773054
gender bending, 1 0.00019161823515773054
Transgender, 3 0.0005748547054731917
gender queer character, 1 0.00019161823515773054
Pangender Avatar Incest, 1 0.00019161823515773054
Pangender Avatar    Capital Punishment, 1 0.00019161823515773054
Bigender Character, 1 0.00019161823515773054
Pangender Avatar Multiple other characters that don't speak in this chapter., 1 0.00019161823515773054
Pangender Avatar Romance, 1 0.00019161823515773054

Game of Thrones: Exploring Additional Tags

In order to better discover Game of Thrones fanfics that are thinking about race, sexuality, and gender in nuanced ways, I will first search for particular tags that are used and create a list of tags here that I will be using to then chose the particular fics I want to read.

Race

  • female character of color
  • character of color
  • pov character of color
  • bisexual female character of color
  • canon character of color
  • canon queer character of color
  • lesbian character of color
  • lgbtq character(s) of color
  • male character of color
  • characters of color
  • lgbtq character of color
  • race relations
  • racebending
  • race
  • alternate universe - race changes
  • reference to race relations
  • different races (not interesting)

Racism

  • fantastic racism
  • racism
  • period-typical racism
  • magical racism (not interesting)
  • racism allegory
  • just a little bit of valyrian racism

Gender

  • gender issues
  • genderfuck
  • genderfluid character
  • gender roles
  • gender equality
  • gender confusion
  • transgender
  • gender identity
  • arya is genderqueer
  • gender neutrality
  • gender dysphoria
  • oberyn gives zero fucks about your gendered shit
  • gender-neutral pronouns
  • genderqueer jon
  • masculine presenting gender neutral jon
  • transgender teens
  • fuck gender roles

Queer

  • queer character
  • original character is an autistic queer woman of colour
  • cersei and jaime are genderqueer
  • queer
  • queer themes
  • canon queer character of color
  • canon queer character
  • pov queer character
  • everyone is queer
  • arya is queer
  • almost everyone is queer
  • queer characters
  • queer youth
  • queer identity
  • queer friendships
  • canon queer relationship
  • queer queens
  • bisexual jaime is here and queer
  • queer daenerys
  • queer culture
  • trans character
  • transphobic language
  • canon lgbtq female character
  • jon is a trans man please stop telling me to tag this 'female jon snow'
  • jon snow is trans
  • alternate universe - trans
  • trans! margaery
  • trans!jon snow
  • trans!tywin lannister
  • trans daenerys
  • i edited it to make it trans inclusive
  • trans female character
  • trans!arya stark
  • trans loras

Lesbian

There are a lot of results here. I think just keeping "lesbian" and "queer" as basic search terms already pulls up what I need it to.

Fem/Masc (and feminism)

  • feminist themes
  • female sexuality
  • female-centric
  • strong female characters
  • bisexual female character
  • trans female character
  • lack of female rights
  • calling the show out on its overuse of female nudity
  • there's not enough femslash here
  • female jon snow is also autistic
  • feminist wives everywhere
  • the idealization of violence makes for shitty feminism
  • feminism
  • my response to 'female characters can only have growth through physical pain
  • feminism. idk.
  • because fuck d&d and their offending representation of female relationships
  • au in which female characters have agency
  • tyrion lannister is a feminist icon
  • robb stark doesn't have time for your hypermasculine bullshit
  • toxic masculinity
  • tormund is my feminist
  • explicit description of consent because that's important y'all
  • explicit consent
  • consensual non-consent
  • enthusiastic consent
  • so much consent
  • dubious consent due to identity issues
  • consentual sex
  • consenting adults
  • consent is v important folks
  • consent is sexy
  • look d&d you can't consent when you're that drunk
  • jaime has a consent kink
  • consent is sexy kids
  • but everyone consents
  • comment on consent (hmm what is this one)

Loras

  • loras' pov
  • fem!loras
  • loras is king of coming out parties
  • pov loras tyrell
  • loras doesn't get the recognition he deserves

Missandei/Grey Worm

  • missandei deserved better
  • bisexual missandei
  • daenerys targaryen/missandei
  • inspired by grey worm and missandei goodbye scene
  • dany's army now waiting for missandei's word
  • i haven't coped with missandei's death
  • a fix it fic because its what missandei deserves goddamnit
  • missandei is an angel
  • missandei is a precious angel who must be protected
  • daenerys and missandei have to say goodbye
  • brotp arya & missandei (instead of OTP, it's a friendship pairing)
  • grey worm deserved better
  • y'all need to write stories about the trauma grey worm is going through

Misc

  • slavery abolition
  • non-romanticized slavery – not GOT
  • there is no canon to diverge from anymore-freedom is now (no idea what this means, but interested)
In [91]:
merged_got.count()
Out[91]:
Unnamed: 0         29897
work_id            29897
title              29897
published          29897
rating             29896
relationship       27733
additional tags    29897
category           28472
body               29897
month              29897
dtype: int64
In [12]:
got_AT_count = merged_got['additional tags'].str.len().sum()
In [10]:
#All of the Additional Tags used in the Game of Thrones fandom
got_AT = TagsAnalyzer(merged_got,'additional tags')
In [14]:
extract_tags(got_AT,'color',got_AT_count)
extract_tags(got_AT,'race',got_AT_count)
extract_tags(got_AT,'racism',got_AT_count)
extract_tags(got_AT,'black people',got_AT_count)
extract_tags(got_AT,'gender',got_AT_count)
extract_tags(got_AT,'queer',got_AT_count)
extract_tags(got_AT,'lesbian',got_AT_count)
extract_tags(got_AT,'gay',got_AT_count)
extract_tags(got_AT,'nonbinary',got_AT_count)
extract_tags(got_AT,'genderqueer',got_AT_count)
extract_tags(got_AT,'missandei',got_AT_count)
extract_tags(got_AT,'grey worm',got_AT_count)
extract_tags(got_AT,'dothraki',got_AT_count)
extract_tags(got_AT,'khal',got_AT_count)
extract_tags(got_AT,'dysphoria',got_AT_count)
extract_tags(got_AT,'slave',got_AT_count)
extract_tags(got_AT,'drag ',got_AT_count)
extract_tags(got_AT,'abolition',got_AT_count)
extract_tags(got_AT,'freedom',got_AT_count)
extract_tags(got_AT,'revolution',got_AT_count)
extract_tags(got_AT,'rebellion',got_AT_count)
extract_tags(got_AT,"y'all",got_AT_count)
extract_tags(got_AT,"consent",got_AT_count)
extract_tags(got_AT,"trans",got_AT_count)
extract_tags(got_AT,"loras",got_AT_count)
extract_tags(got_AT,"fem",got_AT_count)
extract_tags(got_AT,"masc",got_AT_count)
extract_tags(got_AT,"feminis",got_AT_count)
extract_tags(got_AT,"heterono",got_AT_count)
extract_tags(got_AT,"autistic",got_AT_count)

canon character of color, 6 0.00014151741100500712
canon queer character of color, 2 4.717247033500237e-05
lgbtq character of color, 3 7.075870550250356e-05
character(s) of color, 5 0.00011793117583750594
female character of color, 11 0.000259448586842513
pov character of color, 4 9.434494067000474e-05
eye color, 1 2.3586235167501186e-05
colorblind soulmate au, 1 2.3586235167501186e-05
color of blood, 1 2.3586235167501186e-05
rose colored glasses fic, 1 2.3586235167501186e-05
sandor's colorful language, 1 2.3586235167501186e-05
soulmate seeing color au, 1 2.3586235167501186e-05
warning: sandor's colorful language, 1 2.3586235167501186e-05
white is the color of the day, 1 2.3586235167501186e-05
true colors, 1 2.3586235167501186e-05
color soulmate au, 1 2.3586235167501186e-05
seeing color au, 1 2.3586235167501186e-05
lesbian character of color, 2 4.717247033500237e-05
character of color, 1 2.3586235167501186e-05
her true colors will be revealed by the end, 1 2.3586235167501186e-05
setting: late 1800's colorado, 1 2.3586235167501186e-05
male character of color, 1 2.3586235167501186e-05
bisexual female character of color, 3 7.075870550250356e-05
eye color is important, 1 2.3586235167501186e-05
characters of color, 1 2.3586235167501186e-05
lgbtq character(s) of color, 1 2.3586235167501186e-05
porn with traces of plot if you really squint but i promise its not really a plot at all, 1 2.3586235167501186e-05
d&d are a disgrace to good writing, 1 2.3586235167501186e-05
graceful thor, 1 2.3586235167501186e-05
embrace, 1 2.3586235167501186e-05
reference to race relations, 1 2.3586235167501186e-05
thisby island (the scorpio races), 1 2.3586235167501186e-05
racebending, 1 2.3586235167501186e-05
i accept and embrace your hate, 1 2.3586235167501186e-05
brace yourselves, 2 4.717247033500237e-05
public disgrace, 1 2.3586235167501186e-05
the amazing race - freeform, 1 2.3586235167501186e-05
in which jaime lannister comes to terms with his past and embraces his future, 1 2.3586235167501186e-05
different races, 1 2.3586235167501186e-05
just embrace it, 1 2.3586235167501186e-05
racer!sansa, 1 2.3586235167501186e-05
race to the edge, 1 2.3586235167501186e-05
may contain traces of plot, 1 2.3586235167501186e-05
racer!jon, 1 2.3586235167501186e-05
race, 1 2.3586235167501186e-05
traces of angst, 1 2.3586235167501186e-05
canoe races, 1 2.3586235167501186e-05
jon embraces his inner targ, 1 2.3586235167501186e-05
brace yourself - puns are coming, 1 2.3586235167501186e-05
jon will eventually embrace his targaryen heritage, 1 2.3586235167501186e-05
disgrace, 1 2.3586235167501186e-05
motorcycle races, 1 2.3586235167501186e-05
racey, 1 2.3586235167501186e-05
alternate universe - race changes, 2 4.717247033500237e-05
emergency contraceptives, 1 2.3586235167501186e-05
race relations, 1 2.3586235167501186e-05
just a little bit of valyrian racism, 1 2.3586235167501186e-05
implied/referenced racism, 1 2.3586235167501186e-05
magical racism, 1 2.3586235167501186e-05
period-typical racism, 9 0.00021227611650751068
racism, 7 0.0001651036461725083
definite classism and a bit of racism, 1 2.3586235167501186e-05
fantastic racism, 3 7.075870550250356e-05
fantasy racism, 1 2.3586235167501186e-05
racism allegory, 1 2.3586235167501186e-05
vague cultural racism, 1 2.3586235167501186e-05
canon-typical racism, 1 2.3586235167501186e-05
the only two black people on this show and no one's writing any stories about them, 1 2.3586235167501186e-05
gender neutral venom symbiote (marvel), 2 4.717247033500237e-05
genderbending, 45 0.0010613805825375536
genderswap, 24 0.0005660696440200285
genderbent asoiaf, 1 2.3586235167501186e-05
genderswapped asoiaf, 1 2.3586235167501186e-05
alternate universe - gender changes, 85 0.002004829989237601
gender roles, 18 0.00042455223301502136
gender-neutral pronouns, 4 9.434494067000474e-05
genderfluid character, 7 0.0001651036461725083
gender equality, 2 4.717247033500237e-05
genderqueer character, 2 4.717247033500237e-05
genderqueer, 2 4.717247033500237e-05
gender confusion (on author's part), 1 2.3586235167501186e-05
transgender, 3 7.075870550250356e-05
gender issues, 11 0.000259448586842513
transgender teens, 1 2.3586235167501186e-05
gender or sex swap, 20 0.00047172470335002376
misgendering, 2 4.717247033500237e-05
gender disguise, 2 4.717247033500237e-05
gender identity, 2 4.717247033500237e-05
gender confusion, 6 0.00014151741100500712
reader has no specific gender, 1 2.3586235167501186e-05
genderswap all the things, 1 2.3586235167501186e-05
gender dysphoria, 5 0.00011793117583750594
cos the reader can change gender and sex, 1 2.3586235167501186e-05
dfab but gender neutral reader, 1 2.3586235167501186e-05
gender fluidity, 1 2.3586235167501186e-05
mentions of genderbend, 1 2.3586235167501186e-05
genderswapped character, 2 4.717247033500237e-05
gendered insults, 1 2.3586235167501186e-05
genderplay, 8 0.00018868988134000949
reversed gender roles, 1 2.3586235167501186e-05
gender role reversal, 7 0.0001651036461725083
canon genderbending, 1 2.3586235167501186e-05
gender-neutral frisk, 1 2.3586235167501186e-05
i like genderbends, 1 2.3586235167501186e-05
genderbender, 1 2.3586235167501186e-05
gender neutrality, 1 2.3586235167501186e-05
gender neutral! reader - freeform, 1 2.3586235167501186e-05
agender character, 1 2.3586235167501186e-05
genderfuck, 2 4.717247033500237e-05
also author has a/b/o genders confused, 1 2.3586235167501186e-05
fuck gender roles, 1 2.3586235167501186e-05
"reincarnated into new gender", 1 2.3586235167501186e-05
genderbend, 1 2.3586235167501186e-05
reincarnated into new gender, 1 2.3586235167501186e-05
gender swap, 2 4.717247033500237e-05
gender change, 1 2.3586235167501186e-05
gender bender, 1 2.3586235167501186e-05
arya is genderqueer, 1 2.3586235167501186e-05
cersei and jaime are genderqueer, 1 2.3586235167501186e-05
genderbending in the fourth life, 1 2.3586235167501186e-05
masculine presenting gender neutral jon, 2 4.717247033500237e-05
alternate universe - genderswap, 1 2.3586235167501186e-05
oberyn gives zero fucks about your gendered shit, 1 2.3586235167501186e-05
kirishima's wardrobe doesnt have a gender filter, 1 2.3586235167501186e-05
genderfluid arya, 1 2.3586235167501186e-05
single gender jotuns, 1 2.3586235167501186e-05
hange is whatever gender you see them as, 1 2.3586235167501186e-05
genderqueer jon, 1 2.3586235167501186e-05
transgender toni stark, 1 2.3586235167501186e-05
gender dynamics, 1 2.3586235167501186e-05
gender role expectations, 1 2.3586235167501186e-05
gender, 1 2.3586235167501186e-05
canon queer character, 4 9.434494067000474e-05
pov queer character, 2 4.717247033500237e-05
canon queer character of color, 2 4.717247033500237e-05
queer character, 6 0.00014151741100500712
queer, 7 0.0001651036461725083
genderqueer character, 2 4.717247033500237e-05
genderqueer, 2 4.717247033500237e-05
queer eye au, 1 2.3586235167501186e-05
queer themes, 6 0.00014151741100500712
queer queens, 2 4.717247033500237e-05
queer youth, 2 4.717247033500237e-05
arya is queer, 1 2.3586235167501186e-05
everyone is queer, 2 4.717247033500237e-05
queer identity, 1 2.3586235167501186e-05
almost everyone is queer, 1 2.3586235167501186e-05
queer friendships, 1 2.3586235167501186e-05
queer daenerys, 1 2.3586235167501186e-05
bisexual jaime is here and queer, 1 2.3586235167501186e-05
arya is genderqueer, 1 2.3586235167501186e-05
queer culture, 1 2.3586235167501186e-05
original character is an autistic queer woman of colour, 1 2.3586235167501186e-05
cersei and jaime are genderqueer, 1 2.3586235167501186e-05
queer het, 4 9.434494067000474e-05
genderqueer jon, 1 2.3586235167501186e-05
queer characters, 1 2.3586235167501186e-05
canon queer relationship, 1 2.3586235167501186e-05
lesbian, 15 0.0003537935275125178
lesbian character, 48 0.001132139288040057
lesbian vampires, 1 2.3586235167501186e-05
lesbian margaery tyrell, 20 0.00047172470335002376
harold they're lesbians!, 1 2.3586235167501186e-05
lesbian! asha, 1 2.3586235167501186e-05
lesbian! brienne, 1 2.3586235167501186e-05
lesbian! arya, 1 2.3586235167501186e-05
also lexa is a useless lesbian, 1 2.3586235167501186e-05
lesbian sex, 69 0.001627450226557582
lesbian sansa stark, 49 0.001155725523207558
lesbians, 6 0.00014151741100500712
pov lesbian character, 7 0.0001651036461725083
so be prepared for lesbian sex, 1 2.3586235167501186e-05
lesbianism, 1 2.3586235167501186e-05
lesbian relationship, 6 0.00014151741100500712
canon lesbian character, 4 9.434494067000474e-05
lesbian witch, 1 2.3586235167501186e-05
no lesbians die, 1 2.3586235167501186e-05
hints of lesbian love, 1 2.3586235167501186e-05
lesbiansssssss, 1 2.3586235167501186e-05
lesbian yara greyjoy, 1 2.3586235167501186e-05
lesbian queens, 1 2.3586235167501186e-05
lesbian susan pevensie, 1 2.3586235167501186e-05
eventually lesbian relationship, 1 2.3586235167501186e-05
bby lesbians, 1 2.3586235167501186e-05
lesbian crush, 2 4.717247033500237e-05
lesbian love, 1 2.3586235167501186e-05
we out here being lesbians or whateva, 1 2.3586235167501186e-05
lesbian smut, 1 2.3586235167501186e-05
two shy lesbians, 1 2.3586235167501186e-05
useless lesbians, 5 0.00011793117583750594
lesbian arya stark, 3 7.075870550250356e-05
meera is a big gay lesbian and i love her, 1 2.3586235167501186e-05
lesbian prison sex, 1 2.3586235167501186e-05
inspired by a song that makes me feel really lesbian, 1 2.3586235167501186e-05
baby lesbians, 1 2.3586235167501186e-05
lesbian joanna snow, 1 2.3586235167501186e-05
evil lesbians are hot, 1 2.3586235167501186e-05
lesbian character of color, 2 4.717247033500237e-05
backround lesbianism, 1 2.3586235167501186e-05
literally it's just lesbian porn, 1 2.3586235167501186e-05
jaime and brienne are a lesbian couple and i will not hear arguments for otherwise, 1 2.3586235167501186e-05
joanna is a lesbian, 1 2.3586235167501186e-05
young lesbians - freeform, 1 2.3586235167501186e-05
historical lesbians that's my shit that's my shit, 1 2.3586235167501186e-05
yara is so fuckin lesbian, 1 2.3586235167501186e-05
canon lesbian relationship, 4 9.434494067000474e-05
lesbian bdsm, 3 7.075870550250356e-05
some lesbian action in the future between the reader and another female character, 1 2.3586235167501186e-05
peripheral power lesbians, 1 2.3586235167501186e-05
lesbians run westeros more at 11, 2 4.717247033500237e-05
not the lesbian don't worry, 1 2.3586235167501186e-05
and margaery is the lesbian, 1 2.3586235167501186e-05
i don't know why i always make margaery a lesbian??, 1 2.3586235167501186e-05
time travelling lesbians, 2 4.717247033500237e-05
also sansa is a lesbian ? its not important to this but i needed it said ok thanks, 1 2.3586235167501186e-05
lesbian margaery, 2 4.717247033500237e-05
arya and tyene are the self-proclaimed lesbian version of bonnie and clyde, 1 2.3586235167501186e-05
lesbian daenerys targaryen, 2 4.717247033500237e-05
lesbian medieval princesses, 1 2.3586235167501186e-05
lesbian myrcella baratheon, 1 2.3586235167501186e-05
lesbian orgy, 1 2.3586235167501186e-05
lesbian lena luthor, 1 2.3586235167501186e-05
lesbian threats, 1 2.3586235167501186e-05
gay, 25 0.0005896558791875297
gay sex, 48 0.001132139288040057
gay keith (voltron), 2 4.717247033500237e-05
gay male character, 14 0.0003302072923450166
canon gay character, 28 0.0006604145846900332
but gayer, 1 2.3586235167501186e-05
canon gay relationship, 29 0.0006840008198575344
gay bars, 1 2.3586235167501186e-05
also arya is kind of gay, 1 2.3586235167501186e-05
and gay, 1 2.3586235167501186e-05
gay character, 4 9.434494067000474e-05
my little gay and the asexual bear, 1 2.3586235167501186e-05
medieval gays, 1 2.3586235167501186e-05
first gay fanfiction, 1 2.3586235167501186e-05
everyone is gay, 13 0.00030662105717751547
release the gays, 1 2.3586235167501186e-05
gay jon snow, 1 2.3586235167501186e-05
i can only write straight love and i'm so gay, 1 2.3586235167501186e-05
gay panic, 4 9.434494067000474e-05
everyone is happy and gay (even when they're not), 1 2.3586235167501186e-05
targayen! jon snow, 1 2.3586235167501186e-05
sansa is gay and no one can tell me otherwise, 1 2.3586235167501186e-05
gay smashing, 1 2.3586235167501186e-05
gay arthur dayne, 1 2.3586235167501186e-05
i made dan and phil's friend group all gay because it be like that sometimes, 1 2.3586235167501186e-05
gay af, 1 2.3586235167501186e-05
medieval but being gay is okay bc i'm not touching homophobia with a ten foot pole, 1 2.3586235167501186e-05
sansa is not gay, 1 2.3586235167501186e-05
the gays are here, 1 2.3586235167501186e-05
sansa stark is a gay mess, 1 2.3586235167501186e-05
this is really sad and gay, 1 2.3586235167501186e-05
so it's gonna have gay stuff as well as straight stuff in it, 1 2.3586235167501186e-05
sansa is still not gay, 1 2.3586235167501186e-05
...i'm doing the first meeting again for the third time i'm gay leave me alone, 1 2.3586235167501186e-05
alternate universe - gay people actually exist at hogwarts, 2 4.717247033500237e-05
he's not breaking his vows if he's gay, 1 2.3586235167501186e-05
sansa & daenerys & margaery kill evil ppl and its gay, 1 2.3586235167501186e-05
gay clubs, 1 2.3586235167501186e-05
happy gay tyrells, 1 2.3586235167501186e-05
house tyrell: gaying strong, 1 2.3586235167501186e-05
rated g for gay, 2 4.717247033500237e-05
happy girls are happy and also gay, 1 2.3586235167501186e-05
theyre just very gay, 1 2.3586235167501186e-05
a shit ton of gayness, 1 2.3586235167501186e-05
very gay demon brothers, 1 2.3586235167501186e-05
it's v gay, 1 2.3586235167501186e-05
gay relationship, 1 2.3586235167501186e-05
gay for the stay, 1 2.3586235167501186e-05
meera is a big gay lesbian and i love her, 1 2.3586235167501186e-05
gay marriage, 4 9.434494067000474e-05
and then in true marvin gaye style, 1 2.3586235167501186e-05
if jessica jones had gayer au this would be it, 1 2.3586235167501186e-05
all of the tyrell children are gay i don't make the rules, 1 2.3586235167501186e-05
also i'm useless for baby gays, 1 2.3586235167501186e-05
gay character marries straight female, 1 2.3586235167501186e-05
highgarden is a gay paradise, 1 2.3586235167501186e-05
and stumbling across this piece of gay trash instead, 1 2.3586235167501186e-05
canon gay characters, 1 2.3586235167501186e-05
sansa is reluctantly gay, 1 2.3586235167501186e-05
another gay story, 1 2.3586235167501186e-05
willas is gay, 1 2.3586235167501186e-05
brienne has a better gaydar than in canon, 1 2.3586235167501186e-05
theyre gay!! and theyre happy! love that for them!, 1 2.3586235167501186e-05
gay pride, 2 4.717247033500237e-05
her big fat gay wedding, 1 2.3586235167501186e-05
tfw you're both the gay sibling, 1 2.3586235167501186e-05
alternate universe - gay people exist at hogwarts, 2 4.717247033500237e-05
everyone at the wall is gay (not pictured), 1 2.3586235167501186e-05
sansa is gay, 1 2.3586235167501186e-05
sansa is a disaster gay, 1 2.3586235167501186e-05
daenerys being a hopeless gay, 1 2.3586235167501186e-05
this is really gay alright, 1 2.3586235167501186e-05
gay pirates au, 1 2.3586235167501186e-05
except for roxy who's gay, 1 2.3586235167501186e-05
this whole fic: gay panic!!!!!!!!!!!!!!!1111, 1 2.3586235167501186e-05
gregor's also gay, 1 2.3586235167501186e-05
this is not gay smut i was disoriented guys pls appreciate the effort, 1 2.3586235167501186e-05
gay robb, 1 2.3586235167501186e-05
gay friendly, 1 2.3586235167501186e-05
anyways switch out god for gays and ya, 1 2.3586235167501186e-05
gay egg and gendry, 1 2.3586235167501186e-05
theon and robb are two dumb gay dads, 1 2.3586235167501186e-05
sansa is so gay, 1 2.3586235167501186e-05
they're both super duper gay, 1 2.3586235167501186e-05
brokeback mountain levels of gay cowboys, 1 2.3586235167501186e-05
gay rights, 1 2.3586235167501186e-05
this author hates the bury your gays trope, 1 2.3586235167501186e-05
anygays tormund and jon are both soft as hell for each other im sick and tired, 1 2.3586235167501186e-05
gregor's gay, 1 2.3586235167501186e-05
gay love, 1 2.3586235167501186e-05
gay parents, 2 4.717247033500237e-05
y'all it is so gay, 1 2.3586235167501186e-05
loras & theon are disaster gays, 1 2.3586235167501186e-05
lots of gay, 1 2.3586235167501186e-05
why are all the starks gay?, 1 2.3586235167501186e-05
gay ending, 1 2.3586235167501186e-05
gay ladies being in love, 1 2.3586235167501186e-05
a song with gay dragons, 1 2.3586235167501186e-05
gay hot pie, 1 2.3586235167501186e-05
ramsay rhymes with supergay, 1 2.3586235167501186e-05
lots of gay omega on omega sex, 1 2.3586235167501186e-05
jean with gay feels, 1 2.3586235167501186e-05
theon has a lot of gay thought repressing, 1 2.3586235167501186e-05
gay jon, 1 2.3586235167501186e-05
gay marriage in the middle ages, 1 2.3586235167501186e-05
this is gay, 1 2.3586235167501186e-05
im gay, 1 2.3586235167501186e-05
everything is gay, 1 2.3586235167501186e-05
because i love soft gays, 1 2.3586235167501186e-05
hey you're my prisoner but you intimidated me and i'm gay so let's bang, 1 2.3586235167501186e-05
lommy is forever fun & gay, 1 2.3586235167501186e-05
all the gay, 1 2.3586235167501186e-05
(but elia will probably feature later because i'm so gay for her), 1 2.3586235167501186e-05
loras tyrell is a gay crab who's in love with a gay merman renly, 1 2.3586235167501186e-05
it's gay, 1 2.3586235167501186e-05
gay porn, 1 2.3586235167501186e-05
arya is a little bit gay for margaery, 1 2.3586235167501186e-05
uhhh idk this is gonna be really gay ok, 1 2.3586235167501186e-05
knights sitting about doing nothing except being gay, 1 2.3586235167501186e-05
gay bros theon and robb, 1 2.3586235167501186e-05
basically everyone is a big gay mess, 1 2.3586235167501186e-05
ymir and historia are gay, 1 2.3586235167501186e-05
gay penguins, 1 2.3586235167501186e-05
jean's a little gay for eren, 1 2.3586235167501186e-05
there are gay people in here, 1 2.3586235167501186e-05
so a lil gay, 1 2.3586235167501186e-05
you know i had to add in some gayness, 1 2.3586235167501186e-05
renly isn't gay here, 1 2.3586235167501186e-05
rivengay, 1 2.3586235167501186e-05
lommy is fun and gay, 1 2.3586235167501186e-05
gay mess lena luthor, 1 2.3586235167501186e-05
jimin is the knight of flowers and hella gay, 1 2.3586235167501186e-05
rickon is gayyyyyyyy, 1 2.3586235167501186e-05
gay village club, 1 2.3586235167501186e-05
nonbinary character, 1 2.3586235167501186e-05
nonbinary blanche, 1 2.3586235167501186e-05
nonbinary arya, 1 2.3586235167501186e-05
genderqueer character, 2 4.717247033500237e-05
genderqueer, 2 4.717247033500237e-05
arya is genderqueer, 1 2.3586235167501186e-05
cersei and jaime are genderqueer, 1 2.3586235167501186e-05
genderqueer jon, 1 2.3586235167501186e-05
missandei deserved better, 4 9.434494067000474e-05
dom!missandei is even better, 1 2.3586235167501186e-05
daenerys targaryen/missandei - freeform, 1 2.3586235167501186e-05
jorah/missandei friendship, 1 2.3586235167501186e-05
omega!missandei, 1 2.3586235167501186e-05
missandei lives, 2 4.717247033500237e-05
mentions of missandei, 1 2.3586235167501186e-05
missandei x greyworm if you squint, 1 2.3586235167501186e-05
inspired by grey worm and missandei goodbye scene, 1 2.3586235167501186e-05
dany and missandei give her advice, 1 2.3586235167501186e-05
i haven't coped with missandei's death, 1 2.3586235167501186e-05
jon learns about missandei's death, 1 2.3586235167501186e-05
minor missandei/greyworm, 1 2.3586235167501186e-05
dany's army now waiting for missandei's word, 1 2.3586235167501186e-05
show!missandei, 1 2.3586235167501186e-05
grieving missandei, 1 2.3586235167501186e-05
missandei has a big-ass heart, 1 2.3586235167501186e-05
missandei goes home to naath, 1 2.3586235167501186e-05
daenerys and missandei have to say goodbye, 1 2.3586235167501186e-05
a fix it fic because its what missandei deserves goddamnit, 1 2.3586235167501186e-05
missandei is still alive, 1 2.3586235167501186e-05
close friend! missandei, 1 2.3586235167501186e-05
daenerys and jorah and missandei are all alive just because, 1 2.3586235167501186e-05
missandei is an angel, 1 2.3586235167501186e-05
mentions of robb/talisa arya/gendry and missandei/grey worm, 1 2.3586235167501186e-05
brotp arya & missandei, 1 2.3586235167501186e-05
jealous missandei, 1 2.3586235167501186e-05
dany & missandei & grey worm sitting on a naathi beach, 1 2.3586235167501186e-05
bisexual missandei, 1 2.3586235167501186e-05
missandei is her therapist, 1 2.3586235167501186e-05
minor daenerys targaryen/missandei, 1 2.3586235167501186e-05
past missandei/dany if you squint, 1 2.3586235167501186e-05
human!missandei, 1 2.3586235167501186e-05
except grey and missandei, 1 2.3586235167501186e-05
missandei is the friend that everyone needs, 1 2.3586235167501186e-05
missandei is the best friend everyone wants and no one deserves, 1 2.3586235167501186e-05
missandei is a precious angel who must be protected, 1 2.3586235167501186e-05
familiar!grey worm, 1 2.3586235167501186e-05
grey worm deserved better, 1 2.3586235167501186e-05
inspired by grey worm and missandei goodbye scene, 1 2.3586235167501186e-05
y'all need to write stories about the trauma grey worm is going through, 1 2.3586235167501186e-05
grey worm died, 1 2.3586235167501186e-05
mentions of robb/talisa arya/gendry and missandei/grey worm, 1 2.3586235167501186e-05
dany & missandei & grey worm sitting on a naathi beach, 1 2.3586235167501186e-05
grey worm is a dj, 1 2.3586235167501186e-05
client!grey worm, 1 2.3586235167501186e-05
dothraki, 32 0.0007547595253600379
dothraki!eijun, 1 2.3586235167501186e-05
with dothraki sprinkles, 1 2.3586235167501186e-05
dothraki sea, 1 2.3586235167501186e-05
dothraki wedding, 1 2.3586235167501186e-05
the dothraki on an open field ned, 1 2.3586235167501186e-05
there is a dothraki party, 1 2.3586235167501186e-05
dothraki!blaine, 1 2.3586235167501186e-05
dothraki!jiraiya, 1 2.3586235167501186e-05
alsoooo lexa is half dothraki soon that's going to be fun, 1 2.3586235167501186e-05
dothraki lunar parade, 1 2.3586235167501186e-05
not dothraki friendly, 2 4.717247033500237e-05
dothraki on an open field, 1 2.3586235167501186e-05
a dothraki party, 1 2.3586235167501186e-05
hoseok is a dothraki, 1 2.3586235167501186e-05
some sexual practices are unknown to the dothraki, 1 2.3586235167501186e-05
dothraki bloodriders, 1 2.3586235167501186e-05
dothraki!pietro, 1 2.3586235167501186e-05
khal!thorin, 1 2.3586235167501186e-05
khaleesi!bilbo, 1 2.3586235167501186e-05
khal thorin and khaleesi bilbo, 1 2.3586235167501186e-05
khal thorin oakenshield, 1 2.3586235167501186e-05
khaleesi bilbo baggins, 1 2.3586235167501186e-05
khaleesi - freeform, 9 0.00021227611650751068
minor khal drogo/daenerys targaryen, 6 0.00014151741100500712
khaleesi lily has me feeling some type of way, 1 2.3586235167501186e-05
khaleesi and jorah, 1 2.3586235167501186e-05
khal derek, 1 2.3586235167501186e-05
khal and khaleesi, 1 2.3586235167501186e-05
khal crowley, 1 2.3586235167501186e-05
khaleesi castiel, 1 2.3586235167501186e-05
like dany and khal drogo, 1 2.3586235167501186e-05
zayn is khaleesi/dany, 1 2.3586235167501186e-05
liam is khal drogo, 1 2.3586235167501186e-05
and thorin is khal drogo, 1 2.3586235167501186e-05
khal drogo lives, 4 9.434494067000474e-05
dean is khal drogo, 1 2.3586235167501186e-05
castiel is khaleesi, 1 2.3586235167501186e-05
implied khal drogo/myranda royce/margaery tyrell, 1 2.3586235167501186e-05
khaleesi bilbo, 1 2.3586235167501186e-05
khal thorin, 1 2.3586235167501186e-05
khal drogo - freeform, 2 4.717247033500237e-05
derek is khal drogo, 1 2.3586235167501186e-05
khal heimdall, 1 2.3586235167501186e-05
khaleesi loki, 1 2.3586235167501186e-05
mentioned khal drogo, 1 2.3586235167501186e-05
khal, 1 2.3586235167501186e-05
foreign exchange student khal drogo, 1 2.3586235167501186e-05
khal! kal-el, 1 2.3586235167501186e-05
don't read this if you like khal drogo in either the books or the show, 1 2.3586235167501186e-05
past khal drogo/daenerys targaryen - freeform, 1 2.3586235167501186e-05
khal kurogane, 1 2.3586235167501186e-05
fuck khal drogo, 1 2.3586235167501186e-05
channeling khal drogo!thor here, 1 2.3586235167501186e-05
unsubtle parallels with thorin dressed up as khal drogo and bilbo dressed up as daenery targaryen, 1 2.3586235167501186e-05
khal hannibal, 1 2.3586235167501186e-05
no khal drogo, 1 2.3586235167501186e-05
no marriage with khal drogo, 1 2.3586235167501186e-05
not an empress a khalee-i mean a jedi, 1 2.3586235167501186e-05
background dany/khal moro, 1 2.3586235167501186e-05
khal is now kal, 1 2.3586235167501186e-05
khalasar au, 1 2.3586235167501186e-05
khal!hux, 1 2.3586235167501186e-05
khaleesi!ben, 1 2.3586235167501186e-05
past daenerys targaryen/khal drogo - freeform, 2 4.717247033500237e-05
there isnt a tag for bamf khal drogo bc he's a canon bamf, 1 2.3586235167501186e-05
not healthy daenerys targaryen/khal drogo, 1 2.3586235167501186e-05
relationship like khal drogo and daenerys, 1 2.3586235167501186e-05
no marriage to khal drogo, 1 2.3586235167501186e-05
pov khal drogo, 1 2.3586235167501186e-05
slight body dysphoria, 1 2.3586235167501186e-05
gender dysphoria, 5 0.00011793117583750594
body dysphoria, 6 0.00014151741100500712
identity dysphoria, 1 2.3586235167501186e-05
mild body dysphoria, 1 2.3586235167501186e-05
mild dysphoria, 1 2.3586235167501186e-05
sexual slavery, 31 0.0007311732901925368
slave - freeform, 1 2.3586235167501186e-05
made a slave, 1 2.3586235167501186e-05
master/slave, 32 0.0007547595253600379
jung taekwoon | leo was a slave, 1 2.3586235167501186e-05
slavery, 55 0.0012972429342125653
slave stiles stilinski, 1 2.3586235167501186e-05
slavers bay, 1 2.3586235167501186e-05
sex slave, 1 2.3586235167501186e-05
slaves, 2 4.717247033500237e-05
non-sexual slavery, 1 2.3586235167501186e-05
sex slaves, 1 2.3586235167501186e-05
alternate universe - slavery, 5 0.00011793117583750594
slave yuuri katsuki, 1 2.3586235167501186e-05
implied/referenced slavery, 3 7.075870550250356e-05
slave!jon, 1 2.3586235167501186e-05
slavery warning, 1 2.3586235167501186e-05
former slaves, 1 2.3586235167501186e-05
sex slavery, 1 2.3586235167501186e-05
rescued slave, 1 2.3586235167501186e-05
slave auction, 2 4.717247033500237e-05
amazon sex slave au, 1 2.3586235167501186e-05
modern slavery au, 1 2.3586235167501186e-05
slaver's bay, 2 4.717247033500237e-05
jon is taken as a slave, 1 2.3586235167501186e-05
and next thing i know i'm reading about how lys is famous for bed slaves, 1 2.3586235167501186e-05
slavery abolition, 1 2.3586235167501186e-05
slave trade, 4 9.434494067000474e-05
slave fiction, 1 2.3586235167501186e-05
(imagined) sex slavery, 1 2.3586235167501186e-05
mention of sexual slavery, 1 2.3586235167501186e-05
kihyun is a slave, 1 2.3586235167501186e-05
non-romanticized slavery, 1 2.3586235167501186e-05
mistress/slave, 1 2.3586235167501186e-05
petyr is a sex slave (in the beginning), 1 2.3586235167501186e-05
mistress and slave dynamics, 1 2.3586235167501186e-05
master and slave dynamics, 1 2.3586235167501186e-05
slave to wife, 1 2.3586235167501186e-05
violation of slaves, 1 2.3586235167501186e-05
domestic owner/slave, 1 2.3586235167501186e-05
slave training, 1 2.3586235167501186e-05
ex-slave, 1 2.3586235167501186e-05
sex slave gabriel, 1 2.3586235167501186e-05
drag queens, 2 4.717247033500237e-05
she's going off to drag hot pie back, 1 2.3586235167501186e-05
slight drag queen elements, 1 2.3586235167501186e-05
slavery abolition, 1 2.3586235167501186e-05
freedom, 7 0.0001651036461725083
sexual freedom at camp lannister, 1 2.3586235167501186e-05
sansa + freedom, 1 2.3586235167501186e-05
freedom fighters, 2 4.717247033500237e-05
there is no canon to diverge from anymore-freedom is now., 1 2.3586235167501186e-05
revolutions, 1 2.3586235167501186e-05
french revolution, 3 7.075870550250356e-05
revolution, 11 0.000259448586842513
revolutionaries, 1 2.3586235167501186e-05
american revolution au, 1 2.3586235167501186e-05
industrial revolution, 1 2.3586235167501186e-05
american revolution, 1 2.3586235167501186e-05
mexican revolution background, 1 2.3586235167501186e-05
vive la revolution, 1 2.3586235167501186e-05
revolutionist daenerys, 1 2.3586235167501186e-05
rebellion, 19 0.0004481384681825226
robert's rebellion, 85 0.002004829989237601
no robert's rebellion, 13 0.00030662105717751547
mage rebellion, 1 2.3586235167501186e-05
robert's rebellion au, 1 2.3586235167501186e-05
post-rebellion story, 2 4.717247033500237e-05
robert's rebellion era, 1 2.3586235167501186e-05
canon divergence - robert's rebellion, 30 0.0007075870550250356
post-greyjoy rebellion, 3 7.075870550250356e-05
pre - robert's rebellion, 17 0.0004009659978475202
pre-robert's rebellion, 1 2.3586235167501186e-05
failed rebellion, 1 2.3586235167501186e-05
canon divergence - greyjoy rebellion, 1 2.3586235167501186e-05
robert's rebellion kinda, 1 2.3586235167501186e-05
my version of what went down before robert's rebellion, 1 2.3586235167501186e-05
post-robert's rebellion, 2 4.717247033500237e-05
after the rebellion, 1 2.3586235167501186e-05
robert's rebellion was not built on a lie, 1 2.3586235167501186e-05
teenage rebellion, 8 0.00018868988134000949
greyjoy rebellion, 4 9.434494067000474e-05
lack of rebellion, 1 2.3586235167501186e-05
no blackfyre rebellion, 1 2.3586235167501186e-05
alternate universe - blackfyre rebellion, 1 2.3586235167501186e-05
robert's rebellion failed, 2 4.717247033500237e-05
au - greyjoy rebellion, 1 2.3586235167501186e-05
reyne-tarbeck rebellion, 1 2.3586235167501186e-05
robert's rebellion (asoiaf) - freeform, 1 2.3586235167501186e-05
the rebellion never happened, 1 2.3586235167501186e-05
the blackfyre rebellion, 2 4.717247033500237e-05
no robert rebellion, 1 2.3586235167501186e-05
pre-rebellion story, 1 2.3586235167501186e-05
teen rebellion, 1 2.3586235167501186e-05
au: jaime left the kingsguard after the rebellion to live on bear island, 1 2.3586235167501186e-05
rebellion still happened, 1 2.3586235167501186e-05
alternate universe- no robert's rebellion, 1 2.3586235167501186e-05
no rebellion, 2 4.717247033500237e-05
canon divergence - robert's rebellion never happened, 1 2.3586235167501186e-05
robert's rebellion happens, 1 2.3586235167501186e-05
no greyjoy rebellion, 1 2.3586235167501186e-05
au after robert's rebellion, 3 7.075870550250356e-05
post robert's rebellion, 1 2.3586235167501186e-05
rheagar deposed his father so no rebellion, 1 2.3586235167501186e-05
joffery's rebellion, 1 2.3586235167501186e-05
greyjoy rebellion 308ac, 1 2.3586235167501186e-05
robert's rebellion with dragons, 1 2.3586235167501186e-05
robert's rebellion 2.0, 2 4.717247033500237e-05
alternate universe - robert's rebellion, 1 2.3586235167501186e-05
no roberts rebellion, 1 2.3586235167501186e-05
robb was not born yet after robert's rebellion ended, 1 2.3586235167501186e-05
lyanna still dies but the rebellion never happened, 1 2.3586235167501186e-05
au:ned becomes regent after the rebellion, 1 2.3586235167501186e-05
robb's rebellion, 1 2.3586235167501186e-05
a spin on robert's rebellion, 1 2.3586235167501186e-05
trying to look at robert's rebellion through many eyes, 1 2.3586235167501186e-05
rhaegar's rebellion - freeform, 1 2.3586235167501186e-05
robert's rebellion happened later, 1 2.3586235167501186e-05
roberts rebellion, 1 2.3586235167501186e-05
before roberts rebellion, 1 2.3586235167501186e-05
robert's rebellion era characters, 1 2.3586235167501186e-05
rebellion-like ages, 1 2.3586235167501186e-05
alternate end to the rebellion, 1 2.3586235167501186e-05
robert's rebellion parallels, 1 2.3586235167501186e-05
robert's rebellion never happened, 1 2.3586235167501186e-05
robert's rebellion only happened a few years back, 1 2.3586235167501186e-05
the rebellion still happens but things turn out differently, 1 2.3586235167501186e-05
still a wolf and a dragon that sparks the rebellion, 1 2.3586235167501186e-05
the greyjoy rebellion happened later than in canon, 1 2.3586235167501186e-05
get some y'all, 1 2.3586235167501186e-05
ned is alive and well i know y'all were wondering, 1 2.3586235167501186e-05
im sorry y'all, 1 2.3586235167501186e-05
poppin' bottles y'all, 1 2.3586235167501186e-05
aegon and arya y'all, 1 2.3586235167501186e-05
my heart still hurts y'all, 1 2.3586235167501186e-05
'cause i know y'all love some sansan, 1 2.3586235167501186e-05
y'all can decide skin colour tho, 1 2.3586235167501186e-05
jaime needs therapy y'all, 1 2.3586235167501186e-05
#everybody was done so dirty y'all, 1 2.3586235167501186e-05
y'all had two years and you still fucked it up, 1 2.3586235167501186e-05
i'm doing this to cope y'all, 1 2.3586235167501186e-05
no one dies on my watch y'all, 1 2.3586235167501186e-05
but y'all know that, 1 2.3586235167501186e-05
a weird obession with fire isn't healthy y'all, 1 2.3586235167501186e-05
it's canon y'all, 1 2.3586235167501186e-05
explicit description of consent because that's important y'all, 1 2.3586235167501186e-05
i swear it's happy in the end y'all, 1 2.3586235167501186e-05
i hope y'all like it, 1 2.3586235167501186e-05
y'all already know what's up lmfao, 1 2.3586235167501186e-05
y'all better believe lady is alive in this verse, 1 2.3586235167501186e-05
y'all need to write stories about the trauma grey worm is going through, 1 2.3586235167501186e-05
fuck y'all for teasing an alayne stone vale storyline, 1 2.3586235167501186e-05
whew one more episode y'all here we go i guess, 1 2.3586235167501186e-05
but i hope y'all enjoy anyway, 1 2.3586235167501186e-05
hope y'all like it, 1 2.3586235167501186e-05
i really don't know how to tag this but hope y'all like it, 1 2.3586235167501186e-05
also can y'all believe we're finally canon, 1 2.3586235167501186e-05
gendry has stamina y'all, 1 2.3586235167501186e-05
jon sings barry manilow bc this is my world and y'all are just livin in it, 1 2.3586235167501186e-05
peace out y'all, 1 2.3586235167501186e-05
this ship deserves so much better y'all, 1 2.3586235167501186e-05
cleaning the tag since y'all don't know how to behave, 1 2.3586235167501186e-05
unless y'all like it, 1 2.3586235167501186e-05
daenerys deserved better y'all, 1 2.3586235167501186e-05
did y'all see that ish, 1 2.3586235167501186e-05
shit tone of tropes y'all, 1 2.3586235167501186e-05
i'll let y'all know if i ever run out of those quotes lmao, 1 2.3586235167501186e-05
i'm like oprah giving out happy endings y'all, 1 2.3586235167501186e-05
two epilogues for y'all, 1 2.3586235167501186e-05
brush up on your pop culture y'all, 1 2.3586235167501186e-05
y'all it is so gay, 1 2.3586235167501186e-05
i'm in deep y'all, 1 2.3586235167501186e-05
satan bless thramsay y'all, 1 2.3586235167501186e-05
rhaegar had plans y'all, 1 2.3586235167501186e-05
y'all i said i was gonna write it, 1 2.3586235167501186e-05
this fic ends in a fade to black just so y'all know, 1 2.3586235167501186e-05
two characters barely even appear but y'all know why i tagged them, 1 2.3586235167501186e-05
i mean a lot y'all, 1 2.3586235167501186e-05
y'all also i have never written smut before, 1 2.3586235167501186e-05
sit down y'all this is gonna be a long ride, 1 2.3586235167501186e-05
we've achieved lime y'all, 1 2.3586235167501186e-05
see y'all in hell, 1 2.3586235167501186e-05
yup its a three in one y'all, 1 2.3586235167501186e-05
maybe three-shot if y'all like it, 1 2.3586235167501186e-05
(see y'all in hell), 1 2.3586235167501186e-05
there's smut from the first chapter so y'all don't have to wait!, 1 2.3586235167501186e-05
i warned y'all if someone else didn't write it that i would, 1 2.3586235167501186e-05
grrm made me wait three books before there were dragons so y'all can wait too, 1 2.3586235167501186e-05
i really hate joffrey y'all, 1 2.3586235167501186e-05
dubious consent, 321 0.007571181488767881
mildly dubious consent, 102 0.0024057959870851207
explicit consent, 20 0.00047172470335002376
some mild dubious consent, 1 2.3586235167501186e-05
consent issues, 11 0.000259448586842513
extremely dubious consent, 39 0.0009198631715325463
age of consent!sansa, 1 2.3586235167501186e-05
age of consent, 1 2.3586235167501186e-05
consent, 6 0.00014151741100500712
given the circumstance from the very start - eugene is unable to consent to anything else, 1 2.3586235167501186e-05
inability to consent, 1 2.3586235167501186e-05
dubious consent due to identity issues, 4 9.434494067000474e-05
consent play, 2 4.717247033500237e-05
dubious wedding sex consent, 1 2.3586235167501186e-05
jaime has a consent kink, 1 2.3586235167501186e-05
comment on consent, 1 2.3586235167501186e-05
consenting - freeform, 1 2.3586235167501186e-05
at least sansa's consenting here, 1 2.3586235167501186e-05
questionable consent, 1 2.3586235167501186e-05
canon-typical age of consent, 2 4.717247033500237e-05
enthusiastic consent, 8 0.00018868988134000949
consentual sex, 2 4.717247033500237e-05
consentacles, 2 4.717247033500237e-05
explicit description of consent because that's important y'all, 1 2.3586235167501186e-05
consent is sexy, 4 9.434494067000474e-05
implied consent, 2 4.717247033500237e-05
implied/referenced dubious consent, 6 0.00014151741100500712
mildly dubious consent if you squint, 1 2.3586235167501186e-05
slightly dubious consent, 2 4.717247033500237e-05
everything is consented, 1 2.3586235167501186e-05
technically we're all consenting adults here, 1 2.3586235167501186e-05
consenting adults, 1 2.3586235167501186e-05
borderline dubious consent, 1 2.3586235167501186e-05
very confusing consent issues, 1 2.3586235167501186e-05
so much consent, 1 2.3586235167501186e-05
consensual non-consent, 4 9.434494067000474e-05
the dubious consent in dany/drogo, 1 2.3586235167501186e-05
look d&d you can't consent when you're that drunk, 1 2.3586235167501186e-05
dubious consent due to intoxication, 1 2.3586235167501186e-05
some mild uninformed consent, 1 2.3586235167501186e-05
consent eventually becomes less dubious, 1 2.3586235167501186e-05
consent is sexy kids, 1 2.3586235167501186e-05
consent is v important folks, 1 2.3586235167501186e-05
but everyone consents, 1 2.3586235167501186e-05
translation, 20 0.00047172470335002376
translation available, 7 0.0001651036461725083
sexually transmitted diseases, 1 2.3586235167501186e-05
okay we'll just call this a transition piece, 1 2.3586235167501186e-05
animal transformation, 10 0.00023586235167501188
i edited it to make it trans inclusive, 1 2.3586235167501186e-05
full wolf transformation, 2 4.717247033500237e-05
trans character, 13 0.00030662105717751547
transgender, 3 7.075870550250356e-05
trans female character, 4 9.434494067000474e-05
trans daenerys, 1 2.3586235167501186e-05
google translate, 1 2.3586235167501186e-05
trans male character, 13 0.00030662105717751547
perevod na russkii | translation in russian, 16 0.00037737976268001897
french translation, 1 2.3586235167501186e-05
translation somali, 1 2.3586235167501186e-05
translated work, 1 2.3586235167501186e-05
translation 4 me and yari, 1 2.3586235167501186e-05
transcript, 1 2.3586235167501186e-05
transgender teens, 1 2.3586235167501186e-05
transgressive sex, 1 2.3586235167501186e-05
zhong wen fan yi  | translation in chinese, 11 0.000259448586842513
google-translated german, 1 2.3586235167501186e-05
internalized transphobia, 2 4.717247033500237e-05
prisoner transport, 1 2.3586235167501186e-05
trans sam winchester, 1 2.3586235167501186e-05
english translation of my previous fanfic, 1 2.3586235167501186e-05
i completed the translation in two days, 1 2.3586235167501186e-05
i might translate it if anyone comments, 1 2.3586235167501186e-05
or just use google translate, 1 2.3586235167501186e-05
jon is a trans man please stop telling me to tag this 'female jon snow', 1 2.3586235167501186e-05
trans jon snow, 2 4.717247033500237e-05
if you're going to read all the way to chapter 32 in order to be homophobic and transphobic trolls, 1 2.3586235167501186e-05
bad public transportation, 1 2.3586235167501186e-05
your sorrow will transform into sorrow of an entirely different kind, 1 2.3586235167501186e-05
transformation, 5 0.00011793117583750594
ubersetzung/translation, 2 4.717247033500237e-05
transmisogyny, 1 2.3586235167501186e-05
trans male kyoutani, 1 2.3586235167501186e-05
transphobic language, 1 2.3586235167501186e-05
i translated it into english, 1 2.3586235167501186e-05
this is almost a transcription lol, 1 2.3586235167501186e-05
alternate universe - trans, 1 2.3586235167501186e-05
jon snow is trans, 1 2.3586235167501186e-05
transformations, 1 2.3586235167501186e-05
trans!arya stark, 1 2.3586235167501186e-05
trans keith (voltron), 1 2.3586235167501186e-05
trans loras, 1 2.3586235167501186e-05
some valyrian but i'll try to translate it somehow, 1 2.3586235167501186e-05
transformers - freeform, 1 2.3586235167501186e-05
translation in english, 1 2.3586235167501186e-05
translate to ukrainian, 1 2.3586235167501186e-05
implied/referenced transphobia, 1 2.3586235167501186e-05
transcendental romance, 1 2.3586235167501186e-05
physical transformation, 1 2.3586235167501186e-05
transformed, 1 2.3586235167501186e-05
transformed into an animal, 1 2.3586235167501186e-05
trans! margaery, 1 2.3586235167501186e-05
trans john watson, 1 2.3586235167501186e-05
trans!alleras, 1 2.3586235167501186e-05
trans dipper pines, 1 2.3586235167501186e-05
transgender toni stark, 1 2.3586235167501186e-05
alternative universe: public transportation, 1 2.3586235167501186e-05
public transportation, 1 2.3586235167501186e-05
transformation magic, 1 2.3586235167501186e-05
trans!jon snow, 1 2.3586235167501186e-05
trans!tywin lannister, 1 2.3586235167501186e-05
kaiju transformation, 1 2.3586235167501186e-05
sassy! loras, 1 2.3586235167501186e-05
loras tyrell & margaery tyrell are twins, 1 2.3586235167501186e-05
pov loras tyrell, 1 2.3586235167501186e-05
minor renly baratheon/loras tyrell, 17 0.0004009659978475202
past renly baratheon/loras tyrell, 2 4.717247033500237e-05
renly baratheon & loras tyrell friendship, 1 2.3586235167501186e-05
loras doesn't get the recognition he deserves, 1 2.3586235167501186e-05
if there's two things i ship loras with it's renly and vodka cranberries, 1 2.3586235167501186e-05
loras!enjolras, 1 2.3586235167501186e-05
loras and renly are in a student band together, 1 2.3586235167501186e-05
sam/loras being nauseatingly cute, 1 2.3586235167501186e-05
loras despairs, 1 2.3586235167501186e-05
loras pov, 1 2.3586235167501186e-05
loras!merlin, 1 2.3586235167501186e-05
mention of past sexual intercourse between olyvar and loras, 1 2.3586235167501186e-05
mentions of renly loras joffrey lyanna stark and rhaegar, 1 2.3586235167501186e-05
basically little kid loras, 1 2.3586235167501186e-05
community: renlylorasfest, 2 4.717247033500237e-05
loras' pov, 1 2.3586235167501186e-05
loras' so cute it hurts, 1 2.3586235167501186e-05
mentions of kings landing since loras went up to the wall, 1 2.3586235167501186e-05
back story of loras, 1 2.3586235167501186e-05
mentions of renly/loras, 1 2.3586235167501186e-05
loras and willas are soldiers, 1 2.3586235167501186e-05
with supporting roles from gendry loras and yara, 1 2.3586235167501186e-05
sassy loras, 1 2.3586235167501186e-05
loras is an angry little bitch, 1 2.3586235167501186e-05
this was not supposed to be as long as it is but loras held me hostage, 1 2.3586235167501186e-05
loras is king of coming out parties, 1 2.3586235167501186e-05
loras' dreams come true, 1 2.3586235167501186e-05
ugly duckling!loras, 1 2.3586235167501186e-05
loras is put on trial, 1 2.3586235167501186e-05
loras is loud, 1 2.3586235167501186e-05
petulant loras is petulant, 1 2.3586235167501186e-05
loras is really just a lost puppy, 1 2.3586235167501186e-05
loras in mourning, 1 2.3586235167501186e-05
loras is a brat, 1 2.3586235167501186e-05
(renloras is more a side pairing), 1 2.3586235167501186e-05
loras tyrell mentioned, 1 2.3586235167501186e-05
loras gets annoyed by girls, 1 2.3586235167501186e-05
unexplained past loras/renly breakup, 1 2.3586235167501186e-05
ballet dancer loras tyrell, 1 2.3586235167501186e-05
trans loras, 1 2.3586235167501186e-05
periods are tough on young men huh loras, 1 2.3586235167501186e-05
renly and loras are bastards, 1 2.3586235167501186e-05
loras survived the sept, 1 2.3586235167501186e-05
loras is mistaken for a girl (easy mistake to make), 1 2.3586235167501186e-05
loras & theon are disaster gays, 1 2.3586235167501186e-05
margaery and loras pine together, 1 2.3586235167501186e-05
margaery and loras are a great sibling duo, 1 2.3586235167501186e-05
teen loras, 1 2.3586235167501186e-05
robb and loras flirt with eachother a lot, 1 2.3586235167501186e-05
fem!loras, 2 4.717247033500237e-05
jealous!loras, 1 2.3586235167501186e-05
loras tyrell is a gay crab who's in love with a gay merman renly, 1 2.3586235167501186e-05
minor loras tyrell/renly baratheon - freeform, 1 2.3586235167501186e-05
established renly/loras, 1 2.3586235167501186e-05
by marrying sansa and loras, 1 2.3586235167501186e-05
you know that tumblr post where margaery and loras switch bedrooms at night, 1 2.3586235167501186e-05
loras tyrell is alive, 1 2.3586235167501186e-05
margaery and loras are the best duo seriously i love writing them, 1 2.3586235167501186e-05
and also i missed margaery and loras, 1 2.3586235167501186e-05
background loras/renly - freeform, 1 2.3586235167501186e-05
minor loras/petyr, 1 2.3586235167501186e-05
margaery and loras are twins, 1 2.3586235167501186e-05
alpha loras, 1 2.3586235167501186e-05
yes loras is bisexual in this, 1 2.3586235167501186e-05
sorry renly/loras shippers, 1 2.3586235167501186e-05
renly and loras are alive and in love, 1 2.3586235167501186e-05
loras says so, 1 2.3586235167501186e-05
loras tries to be artsy, 1 2.3586235167501186e-05
femdom, 48 0.001132139288040057
femslash, 180 0.004245522330150214
pov female character, 111 0.002618072103592632
platonic female/male relationships, 10 0.00023586235167501188
female characters, 12 0.00028303482201001424
feminist themes, 21 0.0004953109385175249
female protagonists, 5 0.00011793117583750594
female protagonist, 40 0.0009434494067000475
female-centric, 50 0.0011793117583750593
female-male friendship, 13 0.00030662105717751547
female homosexuality, 4 9.434494067000474e-05
female anti-hero, 4 9.434494067000474e-05
female antagonist, 3 7.075870550250356e-05
female jon snow, 98 0.002311451046415116
bisexual female character, 37 0.0008726907011975438
female friendship, 73 0.0017217951672275867
original female character(s) - freeform, 13 0.00030662105717751547
female pronouns, 1 2.3586235167501186e-05
female reader, 6 0.00014151741100500712
community: femslash100, 23 0.0005424834088525273
male reincarnated as a female, 1 2.3586235167501186e-05
female reincarnated as a male, 1 2.3586235167501186e-05
feminization, 15 0.0003537935275125178
male-female friendship, 41 0.0009670356418675487
strong female characters, 38 0.0008962769363650452
female ejaculation, 7 0.0001651036461725083
female solo, 1 2.3586235167501186e-05
females of power, 1 2.3586235167501186e-05
fem!ja'far, 1 2.3586235167501186e-05
femslash february, 44 0.001037794347370052
femslash february 2016, 1 2.3586235167501186e-05
yara bangs the whole female campus, 1 2.3586235167501186e-05
pov original female character, 5 0.00011793117583750594
female harry potter, 24 0.0005660696440200285
female character of color, 11 0.000259448586842513
game of thrones femslash, 1 2.3586235167501186e-05
lgbtq female character, 7 0.0001651036461725083
favourite female heroine in the entirety of asioaf, 1 2.3586235167501186e-05
female relationships, 14 0.0003302072923450166
the 100 femslash, 1 2.3586235167501186e-05
shieldmaidens (femmes guerrieres), 1 2.3586235167501186e-05
original female character - freeform, 2 4.717247033500237e-05
female bronn, 1 2.3586235167501186e-05
r'hllor is female, 1 2.3586235167501186e-05
femshlash prompts, 1 2.3586235167501186e-05
feminist wives everywhere, 1 2.3586235167501186e-05
alpha females wear corseted doublets, 1 2.3586235167501186e-05
fem!agni, 1 2.3586235167501186e-05
canon lgbtq female character, 1 2.3586235167501186e-05
fake!fempreg, 2 4.717247033500237e-05
fem!ramsay, 2 4.717247033500237e-05
trans female character, 4 9.434494067000474e-05
fem!jon snow, 6 0.00014151741100500712
fem!slash, 1 2.3586235167501186e-05
female masturbation, 3 7.075870550250356e-05
rejtett femslash, 1 2.3586235167501186e-05
fem!dwalin - freeform, 1 2.3586235167501186e-05
fem!ori - freeform, 1 2.3586235167501186e-05
femslash friday, 5 0.00011793117583750594
femslash february 2018, 4 9.434494067000474e-05
maledom/femsub, 4 9.434494067000474e-05
femslash drabbletag 6, 1 2.3586235167501186e-05
community: femslash11, 2 4.717247033500237e-05
femslash february 2017, 4 9.434494067000474e-05
female sexuality, 1 2.3586235167501186e-05
minor female/male-relationships, 1 2.3586235167501186e-05
female trevelyans are my weakness, 1 2.3586235167501186e-05
female hange zoe, 1 2.3586235167501186e-05
femslash yuletide, 1 2.3586235167501186e-05
female pronouns for pidge | katie holt, 2 4.717247033500237e-05
fem!hinata, 1 2.3586235167501186e-05
female hinata shouyou, 1 2.3586235167501186e-05
fem!kenma, 1 2.3586235167501186e-05
female kozume kenma, 1 2.3586235167501186e-05
fem!jack, 1 2.3586235167501186e-05
female warriors, 1 2.3586235167501186e-05
female rhaegar targaryen, 1 2.3586235167501186e-05
female hand jobs, 1 2.3586235167501186e-05
femslash100, 2 4.717247033500237e-05
naked male clothed female, 3 7.075870550250356e-05
female power, 1 2.3586235167501186e-05
female!reader - freeform, 1 2.3586235167501186e-05
femslash february trope bingo, 3 7.075870550250356e-05
femme fatale sansa, 1 2.3586235167501186e-05
male dominant/female submissive, 1 2.3586235167501186e-05
female oc - freeform, 2 4.717247033500237e-05
fem!jon, 6 0.00014151741100500712
platonic female/female relationships, 5 0.00011793117583750594
female gaze, 3 7.075870550250356e-05
female jaime lannister, 3 7.075870550250356e-05
femslash february 2019, 4 9.434494067000474e-05
female jon, 5 0.00011793117583750594
fem!stannis, 1 2.3586235167501186e-05
fem!davos, 1 2.3586235167501186e-05
reader is female, 1 2.3586235167501186e-05
forced feminization, 2 4.717247033500237e-05
female stannis baratheon, 1 2.3586235167501186e-05
jon is a trans man please stop telling me to tag this 'female jon snow', 1 2.3586235167501186e-05
pre-femslash, 7 0.0001651036461725083
femlash, 2 4.717247033500237e-05
femtrope bingo, 1 2.3586235167501186e-05
light femdom, 1 2.3586235167501186e-05
the night's watch as a female organization, 1 2.3586235167501186e-05
female centric, 1 2.3586235167501186e-05
the idealization of violence makes for shitty feminism, 1 2.3586235167501186e-05
female viserys targaryen, 1 2.3586235167501186e-05
female edward elric, 1 2.3586235167501186e-05
au in which female characters have agency, 1 2.3586235167501186e-05
community: femslashex, 1 2.3586235167501186e-05
femsub, 3 7.075870550250356e-05
butch/femme, 3 7.075870550250356e-05
hard femme, 1 2.3586235167501186e-05
fem-slash, 1 2.3586235167501186e-05
femslash simmer, 1 2.3586235167501186e-05
calling the show out on its overuse of female nudity, 1 2.3586235167501186e-05
there is a female oc at one point, 1 2.3586235167501186e-05
female will graham, 1 2.3586235167501186e-05
fem!will, 1 2.3586235167501186e-05
femharry potter - freeform, 2 4.717247033500237e-05
female oberyn martell, 1 2.3586235167501186e-05
fem!bilbo, 1 2.3586235167501186e-05
female stark siblings, 2 4.717247033500237e-05
female robb, 10 0.00023586235167501188
femnaruto - freeform, 1 2.3586235167501186e-05
fem! stannis baratheon, 1 2.3586235167501186e-05
female stannis' name is ellyn, 1 2.3586235167501186e-05
gentle femdom, 1 2.3586235167501186e-05
fem!jaime, 2 4.717247033500237e-05
fem slash, 1 2.3586235167501186e-05
female badass bodyguards, 1 2.3586235167501186e-05
female oral, 1 2.3586235167501186e-05
female on top, 1 2.3586235167501186e-05
feminism, 5 0.00011793117583750594
female theon greyjoy - freeform, 1 2.3586235167501186e-05
female character in command, 9 0.00021227611650751068
strong female character, 1 2.3586235167501186e-05
sansa and original female character friendship, 2 4.717247033500237e-05
isolde-original female character, 2 4.717247033500237e-05
implied femslash, 4 9.434494067000474e-05
fem!jake - freeform, 1 2.3586235167501186e-05
female tony stark, 1 2.3586235167501186e-05
female harry potter is jenny of oldstones, 1 2.3586235167501186e-05
gay character marries straight female, 1 2.3586235167501186e-05
female ned stark, 5 0.00011793117583750594
female friendships yo, 1 2.3586235167501186e-05
fem harry, 1 2.3586235167501186e-05
first female experience, 1 2.3586235167501186e-05
jon snow/original female character - freeform, 1 2.3586235167501186e-05
female!theon, 1 2.3586235167501186e-05
female bonding, 2 4.717247033500237e-05
fem!robb, 4 9.434494067000474e-05
bamf female character, 1 2.3586235167501186e-05
female monkey d. luffy, 1 2.3586235167501186e-05
female eragon, 1 2.3586235167501186e-05
there's not enough femslash here, 1 2.3586235167501186e-05
g!p original female character(s), 1 2.3586235167501186e-05
female empowerment, 1 2.3586235167501186e-05
fem!renly, 2 4.717247033500237e-05
female bran stark, 2 4.717247033500237e-05
female rickon stark, 1 2.3586235167501186e-05
sasuke wears feminine-ish clothes, 1 2.3586235167501186e-05
female worship, 1 2.3586235167501186e-05
femslash june 2015, 1 2.3586235167501186e-05
tormund is my feminist, 1 2.3586235167501186e-05
female alpha, 1 2.3586235167501186e-05
some lesbian action in the future between the reader and another female character, 1 2.3586235167501186e-05
fem!percy jackson - freeform, 1 2.3586235167501186e-05
(female recieving), 1 2.3586235167501186e-05
younger female/older male relationship, 1 2.3586235167501186e-05
fem!ned, 1 2.3586235167501186e-05
tyrion lannister is a feminist icon, 1 2.3586235167501186e-05
community: femslashficlets, 3 7.075870550250356e-05
femme sansa stark, 1 2.3586235167501186e-05
female harry potter reborn as daenerys targaryen, 2 4.717247033500237e-05
part 1 of my series female harry potter as daenerys targaryen, 1 2.3586235167501186e-05
always female stiles stilinski, 1 2.3586235167501186e-05
she anything counts for femslash feb so have this, 1 2.3586235167501186e-05
feminism. idk., 1 2.3586235167501186e-05
fem!sanji, 1 2.3586235167501186e-05
female gladiator - why? because it's my story and i love brienne, 1 2.3586235167501186e-05
female harry, 3 7.075870550250356e-05
female castiel/female dean winchester, 2 4.717247033500237e-05
female dean winchester, 1 2.3586235167501186e-05
female castiel, 1 2.3586235167501186e-05
female sam winchester, 2 4.717247033500237e-05
my response to 'female characters can only have growth through physical pain, 1 2.3586235167501186e-05
original female characters - freeform, 1 2.3586235167501186e-05
lack of female rights, 1 2.3586235167501186e-05
female friendships, 2 4.717247033500237e-05
females having each others back, 1 2.3586235167501186e-05
female robb stark, 1 2.3586235167501186e-05
feminine draco malfoy, 1 2.3586235167501186e-05
femjon is happier, 1 2.3586235167501186e-05
temporarily female stiles stilinski, 1 2.3586235167501186e-05
female drogo, 2 4.717247033500237e-05
female jon snow is also autistic, 1 2.3586235167501186e-05
between a minor character and unnamed female, 1 2.3586235167501186e-05
feminization slurs, 1 2.3586235167501186e-05
selwyn tarth is the feminist father westeros deserves, 1 2.3586235167501186e-05
i wished lyanna had female friends in the books, 1 2.3586235167501186e-05
fem!loras, 2 4.717247033500237e-05
fem!tony, 1 2.3586235167501186e-05
female dominance, 3 7.075870550250356e-05
male/female violence, 1 2.3586235167501186e-05
female!harry, 1 2.3586235167501186e-05
(but female centric), 1 2.3586235167501186e-05
femininity, 1 2.3586235167501186e-05
background femslash, 1 2.3586235167501186e-05
femme domme, 1 2.3586235167501186e-05
femme, 1 2.3586235167501186e-05
female frisk, 1 2.3586235167501186e-05
part 2 of female harry potter as daenerys targaryen series, 1 2.3586235167501186e-05
female ramsay bolton, 1 2.3586235167501186e-05
female!jon snow, 1 2.3586235167501186e-05
fem jon snow, 1 2.3586235167501186e-05
female my unit | byleth, 1 2.3586235167501186e-05
minor jon snow/literally almost every female character in this fic, 1 2.3586235167501186e-05
because fuck d&d and their offending representation of female relationships, 1 2.3586235167501186e-05
female infantcide, 1 2.3586235167501186e-05
submissive female character, 2 4.717247033500237e-05
dominant female character, 4 9.434494067000474e-05
bisexual female character of color, 3 7.075870550250356e-05
female version of tony stark gets blown up and lands in westeros, 1 2.3586235167501186e-05
awesome female characters, 1 2.3586235167501186e-05
weaponized femininity, 1 2.3586235167501186e-05
female submissive, 1 2.3586235167501186e-05
female bran, 1 2.3586235167501186e-05
female rickon, 1 2.3586235167501186e-05
female viserys, 1 2.3586235167501186e-05
middle age feminism, 1 2.3586235167501186e-05
jon snow and female harry potter are twins, 1 2.3586235167501186e-05
community: femslashbb, 1 2.3586235167501186e-05
fem!mormor, 1 2.3586235167501186e-05
female-led relationship, 1 2.3586235167501186e-05
male omega/female alpha, 1 2.3586235167501186e-05
fem!jesse pinkman, 1 2.3586235167501186e-05
fem!barry allen - freeform, 1 2.3586235167501186e-05
fem!jamie reagan, 1 2.3586235167501186e-05
female edmure, 1 2.3586235167501186e-05
female tywin, 1 2.3586235167501186e-05
multi-femslash, 1 2.3586235167501186e-05
tgifemslash, 1 2.3586235167501186e-05
all my heroes are female, 1 2.3586235167501186e-05
sadistic female character, 1 2.3586235167501186e-05
female harry potter is not lily and james' potter daughter, 1 2.3586235167501186e-05
healthy femdom, 1 2.3586235167501186e-05
female!harry potter - freeform, 2 4.717247033500237e-05
female jon is alysanne, 1 2.3586235167501186e-05
female jon is visenya, 1 2.3586235167501186e-05
emasculation, 2 4.717247033500237e-05
mascot, 1 2.3586235167501186e-05
toxic masculinity, 1 2.3586235167501186e-05
"i was thinking sansa was a mascot wearing a shark costume", 1 2.3586235167501186e-05
masculine adventures, 1 2.3586235167501186e-05
robb stark doesn't have time for your hypermasculine bullshit, 1 2.3586235167501186e-05
because m as in makeup and mascara and uh...moisturiser!, 1 2.3586235167501186e-05
masculine presenting gender neutral jon, 2 4.717247033500237e-05
feminist themes, 21 0.0004953109385175249
feminist wives everywhere, 1 2.3586235167501186e-05
the idealization of violence makes for shitty feminism, 1 2.3586235167501186e-05
feminism, 5 0.00011793117583750594
tormund is my feminist, 1 2.3586235167501186e-05
tyrion lannister is a feminist icon, 1 2.3586235167501186e-05
feminism. idk., 1 2.3586235167501186e-05
selwyn tarth is the feminist father westeros deserves, 1 2.3586235167501186e-05
middle age feminism, 1 2.3586235167501186e-05
everyone hates heteronormativity, 1 2.3586235167501186e-05
autistic headcanons, 1 2.3586235167501186e-05
autistic arya, 1 2.3586235167501186e-05
autistic ned, 1 2.3586235167501186e-05
autistic sansa too, 1 2.3586235167501186e-05
autistic character, 2 4.717247033500237e-05
autistic sansa implied...a fic should be coming soon !!, 1 2.3586235167501186e-05
autistic lila barton, 1 2.3586235167501186e-05
autistic sansa stark, 1 2.3586235167501186e-05
autistic!stannis, 1 2.3586235167501186e-05
autistic!ned, 1 2.3586235167501186e-05
original character is an autistic queer woman of colour, 1 2.3586235167501186e-05
autistic!melisandre, 1 2.3586235167501186e-05
female jon snow is also autistic, 1 2.3586235167501186e-05
jaime is autistic, 1 2.3586235167501186e-05
sansa is autistic, 1 2.3586235167501186e-05
autistic arthur dayne, 1 2.3586235167501186e-05

Extracting Fics that Use These Tags

Using the tag list above, I will extract fics that use these tags to determine if I want to read the fics and reach out to the authors!

Instead of putting all this information in the Jupyer Notebook, though, I will be putting it all in a Google Sheet where I will be keeping track of all this information

These are the tags I am choosing to extract:

  • Missandei
  • Grey Worm
  • feminis (femism, femist)
    • the idealization of violence makes for shitty feminism
    • feminist themes
    • feminism
  • trans!
  • nonbinary
    • nonbinary character
    • nonbinary arya
  • transge
  • femal
    • my response to 'female characters can only have growth through physical pain
    • female character in command
    • female friendships yo
  • gay
  • bisex
  • LGBTQ
  • dothraki
  • heteronormativity
  • lesbian
  • dysphoria
    • body dysphoria
  • gender
    • genderqueer
    • genderqueer jon
    • genderqueer character
    • genderfluid arya
    • gender role expectations
    • oberyn gives zero fucks about your gendered shit
    • gender confusion
    • genderbending
    • misgenderin
  • abolition
    • slavery abolition
  • of color
    • canon character of color
    • character(s) of color
    • lgbtq character(s) of color
  • of colour
  • masc
  • queer
  • ' race' (put the space before race so it's not a word like 'trace')

    - racebend

  • drag (specifically "drag " with a space at the end to eliminate dragons)
    • drag queen

Decided not to include:

  • racism, as this is usually a justification to include racism, claiming it is "canonical" or part of the world
  • consent, because most things that mention consent use the tag 'dubious consent.' There are some tags that emphasize the need for consent, but these are much more rare.
  • slash, as often slash is centered around two male characters, both erasing women and fetishizing gay men
In [151]:
def find_text(search_term):
    '''
    Simple function so I dont need to copy-and-paste over and over
    '''
    show = got_all[got_all['additional tags'].str.contains(search_term)]
    print(show)
In [115]:
Got_LGBTQ = merged_got[merged_got['additional tags'].str.contains("slash|lgbtq|feminis|drag |nonbinary|bisex|heteronormativity|trans!|transg|dysphoria|gay| bi |lesbian|genderqu|gender iden|gender neu|masc|queer", na=False)]
Got_LGBTQ.count()
Out[115]:
Unnamed: 0         1011
work_id            1011
title              1011
published          1011
rating             1011
relationship        982
additional tags    1011
category            986
body               1011
month              1011
dtype: int64
In [142]:
GoT_race_AT = merged_got[merged_got['additional tags'].str.contains("missandei|grey worm|dothraki|abolition|of color|of colour| race|naath|meereen|oberyn|ellaria|dorne|coloni", na=False)]
GoT_race_AT.count()
Out[142]:
Unnamed: 0         348
work_id            348
title              348
published          348
rating             348
relationship       325
additional tags    348
category           323
body               348
month              348
dtype: int64
In [189]:
def character_count(charactername,df):
    df_new = df[df['character'].str.contains(charactername, na=False)]
    print(charactername, df_new['work_id'].count())

character_count('jon snow', merged_got)
character_count('tyrion', merged_got)
character_count('arya', merged_got)
character_count('sansa stark', merged_got)
character_count('sandor', merged_got)
character_count('baelish', merged_got)
character_count('daenerys targaryen', merged_got)
character_count('brienne', merged_got)
character_count('margaery', merged_got)
character_count('jaime', merged_got)
character_count('loras', merged_got)
character_count('oberyn', merged_got)
character_count('missandei', merged_got)
character_count('grey worm', merged_got)
character_count('ellaria', merged_got)
character_count('bran', merged_got)
character_count('drogo', merged_got)

jon snow 12190
tyrion 4393
arya 8354
sansa stark 13740
sandor 2959
baelish 2167
daenerys targaryen 5550
brienne 5013
margaery 3173
jaime 6351
loras 1336
oberyn 1080
missandei 1018
grey worm 621
ellaria 395
bran 4286
drogo 731
In [129]:
GoT_race_REL = merged_got[merged_got['relationship'].str.contains("missandei|grey worm|khal|jhiqui|irri|qotho|rakharo|sallador saan|xaro|oberyn|ellaria", na=False)]
GoT_race_REL.count()
Out[129]:
Unnamed: 0         1113
work_id            1113
title              1113
published          1113
rating             1112
relationship       1113
additional tags    1113
category           1073
body               1113
month              1113
dtype: int64
In [11]:
GoT_race_REL = merged_got[~merged_got['relationship'].str.contains("missandei|grey worm|khal|jhiqui|irri|qotho|rakharo|sallador saan|xaro|oberyn|ellaria", na=False)]
GoT_race_REL.count()
Out[11]:
Unnamed: 0         28784
work_id            28784
title              28784
published          28784
rating             28784
character          27833
relationship       26620
additional tags    26096
category           27399
body               28784
month              28784
dtype: int64
In [9]:
GoT_chr_REL = merged_got[merged_got['character'].str.contains("missandei|grey worm|khal|jhiqui|irri|qotho|rakharo|sallador saan|xaro|oberyn|ellaria", na=False)]
GoT_chr_REL.count()
Out[9]:
Unnamed: 0         2508
work_id            2508
title              2508
published          2508
rating             2507
character          2508
relationship       2368
additional tags    2302
category           2386
body               2508
month              2508
dtype: int64
In [146]:
#did not include slavery because sometimes slavery is used in a sexual connotation, not in the historic and politic and violent way

GOT_woke = merged_got[merged_got['additional tags'].str.contains("lgbtq|missandei|grey worm|femal|feminis|drag |bisex|heteronormativity|trans!|transg|dysphoria|consent|gay|nonbinary|dothraki|lesbian|gender|abolition|of color|of colour|naath|meereen|oberyn|ellaria|dorne|coloni|masc|queer| race", na=False)]
GOT_woke
Out[146]:
Unnamed: 0 work_id title published rating relationship additional tags category body month
8 8 5387489 game of thrones fusion, 2015-12-09 explicit, castiel/dean winchester, castiel/john winchest... wipadoptions, work up for adoption, alternate ... m/m, i did some very necessary research on misha co... 2015-12
11 11 15928970 game of thrones stories, 2018-09-08 teen and up audiences, various/reader, robb stark/reader, sansa stark... fluff, angst, smut, sexual activity, rough sex... f/f, f/m, m/m, multi, (y/n) lannister is the twin to tyrion, but unl... 2018-09
38 38 10423077 otherwhen: game of thrones, 2017-03-24 general audiences, talisa maegyr/robb stark, catelyn stark/ned st... what-if, other additional tags to be added, ta... gen, f/m, robb gets a raven from riverrun letting him kn... 2017-03
57 57 18996928 game of thrones femslash ficlets, 2019-05-28 explicit, sansa stark/margaery tyrell, myrcella baratheo... alternate universe - canon divergence, alterna... f/f, multi, femslash fictlets involving characters in game... 2019-05
73 73 19479925 game of heroes: my thrones university, 2019-07-05 mature, jon snow/robb stark, lots of characters, my hero academia verse, al... m/m, so i only started watching game of thrones thi... 2019-07
... ... ... ... ... ... ... ... ... ... ...
1866 1866 11841501 boys of snow, 2017-08-18 mature, jon snow/robb stark, jon snow/jojen reed, jon ... other additional tags to be added, smut, i wri... m/m, "you're such a tease." robb's voice broke the ... 2017-08
1868 1868 19463911 bits of stuff ii, 2019-07-03 explicit, tormund giantsbane/jon snow, derek hale/pack, ... alternate universe - modern setting, establish... m/m, multi, other, \n"oi," tormund hollered after slamming the fr... 2019-07
1873 1873 17779256 zenith, 2019-02-20 general audiences, NaN action, action/adventure, adventure, affection... gen, zenith\n\nauthor's note: titled after the zeni... 2019-02
1874 1874 3509540 alpha/omega one-shots, 2015-03-09 teen and up audiences, dean winchester/reader, sherlock holmes/ reade... ofc - freeform, omega verse, alpha dean, alpha... f/m, something was wrong.\n\nwell...not wrong but d... 2015-03
1876 1876 10685394 endless wonders, 2017-04-21 general audiences, regulus black/harry potter, reid garwin/harry ... prompt fill, random & short, slash, het, cross... f/m, gen, m/m, f/f, multi, \n (see the end of the chapter for n... 2017-04

2014 rows × 10 columns

In [144]:
GOT_maybeWokeIDK = merged_got[merged_got['additional tags'].str.contains("lgbtq|missandei|grey worm|femal|feminis|drag |bisex|heteronormativity|trans!|transg|dysphoria|consent|gay|dothraki|lesbian|gender|abolition|of color|of colour|naath|meereen|oberyn|ellaria|dorne|coloni|masc|queer| race")==False]
GOT_maybeWokeIDK
Out[144]:
Unnamed: 0         27885
work_id            27885
title              27885
published          27885
rating             27884
relationship       25821
additional tags    27885
category           26546
body               27885
month              27885
dtype: int64
In [104]:
korra_all[korra_all['additional tags'].str.contains("rans!",  na=False)]
Out[104]:
Unnamed: 0 work_id title rating category fandom relationship character additional tags language ... status status date words chapters comments kudos bookmarks hits body month
193 193 3979267 The Prince of the South Mature F/F, F/M, Other Avatar: Legend of Korra Korrasami, Korra/Asami Sato Korra (Avatar), Asami Sato, Tonraq, Senna, Hir... Trans!KorraXAsami, Korrasami - Freeform, Korra... English ... Updated 2018-02-03 99119 13/? 180.0 574.0 58.0 8519.0 \nThe Prince of the South- \n \n \n \nAvatar ... 2015-05
204 204 13544514 Promises Kept Explicit F/F Avatar: Legend of Korra Korra/Asami Sato Korra (Avatar), Korra, Asami Sato Omegaverse, Alpha!Korra, Omega!Asami, Sex, Pen... English ... Completed 2018-02-01 3710 1/1 46.0 494.0 29.0 8561.0 \nKorra tore down the long drive to the Sato ... 2018-02
2421 2421 5680369 Helpless to the Bass and the Fadiing Light Explicit F/F, F/M Avatar: Legend of Korra Korra/Asami Sato, Bolin/Opal (Avatar) Korra (Avatar), Asami Sato, Bolin (Avatar), Op... New Year's Eve, Clubbing, Alcohol, Trans Male ... English ... Completed 2016-01-09 51 1/1 4.0 12.0 1.0 1405.0 Opal sighed for the millionth time as they fin... 2016-01
2791 2791 5003569 Who Am I? Explicit F/M Avatar: Legend of Korra Korra/Asami Sato Korra (Avatar), Asami Sato, Mako (Avatar) Trans!Korra, Transphobia, Angst, Hurt/Comfort,... English ... Completed 2015-10-15 8544 1/1 19.0 316.0 38.0 6853.0 It was six weeks after they've returned from t... 2015-10

4 rows × 21 columns