Sabrina Ionescu celebrating one her seven 3-pointers during the Liberty’s playoff win on Friday night (Monique Jaques for The New York Times)

Our WNBA Analytics project reveals not only the extent of financial disparities between the WNBA and other professional leagues, but also the underlying systemic and societal factors that perpetuate these gaps. The visualizations underscore how revenue allocation, media coverage, and historical investment significantly influence player compensation and league development. 

While leagues like the NBA allocate substantial revenue to their players, generating average salaries of $7.7 million, the WNBA’s average salary of $75,000 highlights the glaring inequities in gendered sports pay. Moreover, the analysis shows that despite the WNBA’s relatively fair revenue-sharing percentage, its lower total revenue limits players’ financial opportunities, reflecting the long-standing marginalization of women’s sports.  

The comparison between leagues, which revealed an Overwatch player earns more on average than a WNBA player, further demonstrates that these disparities are not merely due to league maturity or fan engagement but are deeply rooted in societal attitudes and structural biases. The scatter plot analysis also highlights the NFL as an outlier with disproportionately low revenue sharing, suggesting that even in male-dominated sports, player compensation can vary widely based on league priorities.

Yet, amidst these challenges, the data also points to opportunities for growth. The rise of streaming platforms and social media engagement, coupled with the WNBA’s presence in major markets, suggests that increased accessibility and investment could narrow these gaps. Historical biases are slowly being challenged as new generations of fans embrace women’s sports, creating a foundation for sustainable growth in viewership, revenue, and player pay.

Ultimately, the results of our project emphasize that the WNBA’s struggles are emblematic of broader inequities in society. By prioritizing fair revenue distribution, increasing visibility through media partnerships, and addressing systemic biases, professional sports leagues have the potential to lead by example, fostering equity and inclusivity both on and off the court. These findings not only shed light on the WNBA’s financial realities but also inspire critical conversations about the future of gender equity in professional sports.