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Analysis of US Viewership Trends

The Sopranos, Game of Thrones, Breaking Bad

Prepared on December 30, 2024

Check out the GitHub repository for more details and the source code of this analysis.

With various iconic TV shows gracing our screens over the years, three shows that have stood out and continue to be cultural phenomenom to this day include: The Sopranos, Game of Thrones, and Breaking Bad. But how popular were these TV shows when they initially aired on U.S television?
By gathering data on the initial viewership across the various seasons and episodes, we can draw conclusions about how each show resonated with audiences in their time, identifying key turning points in their popularity.

The Sopranos

The Sopranos had a notable trajectory in terms of viewership. While the series had strong viewership from its inception, it peaked in Season 4. Episode 1 of this season was particularly significant, boasting the highest number of viewers for any episode in the show’s run. Afterward, the show experienced a decline in viewership, with the final season (Season 6) showing a noticeable drop compared to earlier seasons. However, The Sopranos still maintained a strong average viewership across its lifespan, with the highest average viewership of the three shows analysed.

The Sopranos - Heatmap
Figure 1 - The Sopranos Viewership Heatmap


Game of Thrones

Game of Thrones displayed a different trend, with a consistent increase in viewership across all seasons. The show gained a larger audience as it progressed, culminating in the final episode, which garnered the highest number of viewers. Unlike The Sopranos, which saw a peak followed by a decline, Game of Thrones’ popularity only grew, reaching its peak in its final season. This steady growth in viewership can be attributed to the show’s expanding fanbase over time.

Game of Throne - Heatmap
Figure 2 - Game of Thrones Viewership Heatmap


Breaking Bad

Breaking Bad had a more gradual increase in viewership over its five seasons, with a notable shift occurring after Episode 9 of the final season. Prior to this episode, the show’s viewership remained relatively stable. However, after Episode 9, viewership spiked significantly, with the final episode garnering a much larger audience compared to earlier episodes in the show’s run. This surge in viewers in the final episodes reflects the growing buzz and anticipation surrounding the show’s conclusion.

Breaking Bad - Heatmap
Figure 3 - Breaking Bad Viewership Heatmap


Viewership Comparison

When comparing the average viewership across the seasons of these three shows, we observe distinct patterns:

Average Viewership by Season
Figure 4 - Average Viewership by Season


Viewership - The highest viewership and the average viewership

In terms of the highest viewership per episode, Game of Thrones had the largest peak, followed closely by The Sopranos. This highlights the immense popularity of the final episode of Game of Thrones, which surpassed all others in terms of viewership. Nonetheless, The Sopranos had the highest average viewership in the show's running.

Max/Average/Min Viewership by Show
Figure 5 - Max/Average/Min Viewership by Show

Insights in this report were derived using Python, specifically the Playwright, Pandas, Matplotlib, and Seaborn libraries
All data were gathered from Wikipedia

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