The Guerrilla Girls: Equality and Activism in the Internet Age
Tate
import pandas as pd
# plotly imports
import plotly.figure_factory as ff
# plotly.graph_objs contains all the helper classes to make/style plots
import plotly.graph_objs as go
artist_data = pd.read_csv(artist_data.csv)
# Display the first 12 rows and 3 columns of the dataframe
ff.create_table(artist_data.iloc[:12,:3], index=False)
import numpy as np
artist_data = pd.read_csv(artist_data.csv)
male = artist_data['gender'] == 'Male'
female = artist_data['gender'] == 'Female'
num_males = artist_data[male]['id'].count()
num_females = artist_data[female]['id'].count()
print("{male} males and {female} females for {ratio}%".format(male=num_males, female=num_females, ratio=num_females/(num_males+num_females)*100))
trace1 = go.Histogram(
x=np.array((artist_data[female]['yearOfBirth'])),
name='Female')
trace2 = go.Histogram(
x=np.array((artist_data[male]['yearOfBirth'])),
name='Male')
trace_data = [trace1, trace2]
layout = go.Layout(
bargroupgap=0.3)
go.Figure(data=trace_data, layout=layout)
Wikidata
(use mundaneum.query)
(entity "Guerrilla Girls")
Find all subjects where the occupation P106
is painter Q1028181
and an instance of P31
human Q5
.
(count (query [:select ?occupation :where [?s wdt:P106 wd:Q1028181 . ?s wdt:P31 wd:Q5]]))
All painters identifying as women.
(def women-painters
(count (query [:select ?occupation ?gender :where [?s wdt:P106 wd:Q1028181 . ?s wdt:P21 wd:Q6581072]])))
women-painters
All painters identifying as men.
(def men-painters
(count (query [:select ?occupation ?gender :where [?s wdt:P106 wd:Q1028181 . ?s wdt:P21 wd:Q6581097]])))
men-painters
(/ women-painters (+ women-painters men-painters))
17%
Number of Wikidata users (no reference!)
(query [:select ?platform ?contributorCount :where [wd:Q2013 wdt:P1833 ?contributorCount]])
Wikimedia API
Appendix
Gender Bias Studies
Of the over 135,000 active editors on the site, surveys indicate that only 8.5% to 16% are female. In 2018, Wikimedia disclosed that only 17.67% of over 1.5 million biographies on the site are about women. The issue has been getting attention recently because even when female editors do contribute to the site, their work is often heavily edited—or pages written about women are flagged for removal by their male counterparts.
~ https://www.fastcompany.com/90429161/wikipedia-still-hasnt-fixed-its-colossal-gender-gap
https://fahrplan.events.ccc.de/congress/2015/Fahrplan/events/7324.html
This weekend, in conjunction with International Women’s Day, the group Art + Feminism will be hosting its second international edit-a-thon, with the goal of improving Wikipedia’s coverage of women and the arts and encouraging more women to contribute to the online encyclopedia.
The flagship event, held at the Museum of Modern Art in New York on Saturday, will feature half-hour tutorials throughout the day. There will also be satellite sessions at more than 70 sites worldwide, including the Walker Art Center in Minneapolis, the Los Angeles County Museum of Art, the Art Gallery of Ontario in Toronto, and the Stedelijk Museum in Amsterdam.
~ MoMA to Host Wikipedia Editing Marathon, to Improve Coverage of Women in the Arts By Jennifer Schuessler
Appendix
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