This study analyzed the historical data which contains information on athletes in all the past modern Olympic Games. We tried to answer four questions:
- How did female participation change over the years and how did these changes differ between continents?
- Is there a home-field advantage at the Olympics?
- How “efficient” is each participating country or region to get medals? and
- Which sports had the highest number of participants?
Both the total number of athletes and the rate of female participation have been increasing in the past 120 years.
Results showed that both the total number of athletes and the rate of female participation have been increasing in the past 120 years. Also, there seems to exist a home-field advantage. Third, medal efficiency is highly correlated with participating country or region’s economic development. Finally, athletics, gymnastics, and swimming have the highest number of athletes.
Other complementary data sets:
For more detailed information about our data sources, and our codes for data manipulation and visualization, please check out our olymvis-data repository on GitHub.
Chris Fang earned his Bachelor’s degree in Management Information Systems (General) from Kelly School of Business at Indiana University Bloomington, where is now a Master’s student majoring in the same field. He is always passionate to engage in hands-on projects to gain a more comprehensive understanding of technology utilization in different industries. Some interesting projects he has done are database system configuration for city hall, web database development for local non-profit, prediction model and visualization for stock data analysis in Python, OCR prototyping with ABBYY.
Hongtao Hao graduated with a Master’s degree in Media Arts and Sciences from the Media School of Indiana University in 2020, advised by Dr. Nicole Martins. He is currently working as a research assistant at YY Lab for Professor Yong-Yeol Ahn. He earned his first Master’s degree in Journalism from Renmin University of China, Beijing. You can view his journalism pieces in St.Gallen Symposium Magazine. He is a fan of The Three-Body Problem. The most memorable experience he had is attending the 47th St.Gallen Symposium in 2017.
You can find the source code of this website here.
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