After making some changes to how I quantified the data, I created some charts that will hopefully have a story to tell.
These are some early writings on the above multiple correspondence analyses.
During the first period, women averged 5.096 percent of producers and 9.523 percent of writers
From 1951-1980 men actors and writers are central to the field of television. Their central location indicated that men were present in large numbers across all genres and most shows. Female writers are located in the top left of the graph surrounded by comedy, family, and fantasy genres. Although it may seem to indicate that women dominated comedy, this is not the case. No show out of the nine analyzed during this time period had more women writers than men. Fawlty Towers had the highest percentage of female writers at 50%, and the show with the next highest percentage was I Love Lucy where 20% of the writers were women. The average percentage of women writing for a show during this time period was 9.583. Notice how Fawlty Towers and I Love Lucy are both located in a position where they are farthest from “m_writer” indicating that these shows were where men composed a smaller portion of the writers than other shows which were located closer.
Despite faring better than writers on average, women actors still struggled to find equal representation averaging 30.58 percent of actors. The shows closest to achieving gender equity were most often comedy shows which explains why f_actor is in close proximity. “F_actor” is located on the left side of the chart closer to fantasy, family, and comedy genres than men indicating a more equal gender composition than that found in thriller or mystery.
“F_producer” is located opposite the other female roles on the upper right of the graph. We might be quick to guess that women produce a majority of the dramas. This isn’t the case, however. In fact, the majority of shows during this time period had no women producers credited. The few shows that did were dramas most often.
From the years of 1981-2000, we see men still centrally located in relation to other positions. Female actors are somewhat closer to the central location of male actors during this second period. Women made up a smaller percentage of actors in sci-fi and family. Across thirty-six shows, women made up 33.43 percent of actors, 14.87 percent of producers, and 18.47 percent of writers. Multiple correspondence analysis allows us to see what genres and shows
In period 3, women composed 35.83 percent of all actors, 24.27 percent of all producers, and 26.50 percent of writers. Clearly, there is a trend of women finding more opportunities that continues from the previous two periods. We can see this change across the three mca charts by looking at how all the “f_(role)” positions move towards the center. Moving towards the center indicates that women were no longer strictly constrained to particular genres or shows.