With the ever-growing traffic problem in California, it becomes even more necessary to understand what affects future demands since it could be a reflection of underlying socio-economic patterns and burgeoning populations. We will rigorously analyze and identify correlations, exploring how shifts in economic dynamics and population growth across California’s counties interplay with traffic volume.  We aim to illuminate the nuanced factors influencing California’s future transportation demons through comprehensive data analysis & visualization techniques. We will find the correlation and visualize the change in traffic in California based on economic and population growth. 

Through in-depth data analysis and insightful trend visualization, we seek to decode the intricate relationships between three pivotal variables: economic shifts, population dynamics, and traffic volume. Our objective is not just to find correlations but also to dive deep into the individual trajectories of each dataset. Armed with this comprehensive understanding, we are positioned to create a predictive model, illustrating the nuanced interplay between economic changes, population movements, and traffic fluctuations. The insights gleaned from our analysis will not only provide a deeper understanding of present conditions but also serve as a valuable foundation for urban planning, infrastructure development, and strategic economic decision-making.