This report delves into the intricate dynamics of suicide rates across different countries and genders, ranging from the year 1985 to 2016. Suicide, a critical global public health issue, warrants comprehensive analysis to understand its underlying factors and devise effective preventive measures. By examining data from this period, this report aims to uncover key patterns and trends in suicide occurrences, shedding light on crucial insights into the phenomenon. The dataset shows that 1999 to 2003 witnessed the highest suicide counts, prompting a closer examination of these years to understand the underlying trends and factors contributing to the phenomenon. Through meticulous analysis, the report reveals consistent findings regarding gender disparities in suicide rates, with males consistently exhibiting higher rates compared to females across various countries. Additionally, it underscores the importance of understanding these patterns to inform targeted interventions and policies aimed at reducing suicide rates and promoting mental health and well-being worldwide.