In 2019, Veterans made up 8% of the total US adult population (19.8 million vs 255 million). However, the percentage of Veteran suicide was 14% of US adult suicides (6,261 vs 45,861). The US Department of Veterans Affairs (VA) annually releases data on Veterans' suicide, categorized by gender, age group, geographical region, and states. The 2021 National Veteran Suicide Prevention Annual, released in September 2021, provides a concrete summary of the issues related to Veteran suicide and the VA's approach to solving them. This article builds on that report and provides additional perspectives on these suicide numbers, using features such as age group and geographical regions. This work aims to get a better understanding and insights into the Veterans' suicide data. All analysis was conducted using the data published by the US Department of Veterans Affairs (VA) Office of Mental Health and Suicide Prevention. Two datasets were used: 1) National Veteran Suicide Data and Reporting - Data Appendix (2019), and 2) State-Level Veteran Suicide Data: 2019 Update - State Data Appendix.