Taiwan Railways Administration (TRA) data for 2025 projects significant disparities in passenger volume across its stations. Taipei Main Station is anticipated to be the busiest, handling an estimated 120,000 passengers daily. Conversely, several smaller stations are predicted to see extremely low usage, with one station potentially serving only one passenger per day. This data highlights the uneven distribution of rail travel demand within Taiwan. The TRA released a ranking of stations based on projected ridership, revealing the most and least frequented stops. Factors contributing to low ridership include remote locations and limited service. The information is being used to inform future service adjustments and resource allocation by the TRA. This analysis provides insight into the efficiency and accessibility of Taiwan’s rail network.