This project delves into the intricacies of election data from the Fanteakwa North Constituency, unraveling insights that paint a vivid picture of the electoral landscape. The dataset encompasses crucial details such as polling station specifics, electoral area categorization, and votes garnered by diverse political parties. Through a meticulous and comprehensive approach, the project unfolds a multi-step analysis that unveils hidden trends and patterns within the election results. In the initial phase, the project adeptly navigates data acquisition, leveraging the power of the googledrive and readxl packages. The seamless interaction with Google Sheets facilitates the retrieval and processing of the "Fanteakwa_North" file. Subsequent exploration and data cleansing reveal a comprehensive view of the electoral process. The study addresses missing values and ensures data integrity, setting the stage for more profound analysis. The heartbeat of the project is the calculated vote percentages, unveiling the proportional performance of each political party. By transforming raw counts into percentages, the analysis draws attention to the relative strengths of each contender. Furthermore, the project transforms numbers into visuals, employing the ggplot2 package to craft a stacked bar chart. This visualization becomes a canvas on which the fortunes of political parties are artistically displayed, offering a quick and intuitive grasp of the election dynamics. The project not only encapsulates the results but also showcases the future with an automated data download mechanism. By ingeniously scripting a loop, the project ensures that the latest election data is perpetually accessible, laying the foundation for data-driven decision-making and informed electoral analysis. In sum, the "Analysis of Fanteakwa North Constituency Election Data" transcends numbers and figures. It unravels narratives, revealing the ebb and flow of political tides. Through technical prowess and insightful exploration, the project culminates in a portrayal of electoral realities that extend beyond mere data points.