Project_Final

Data

Energy Trends

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Energy Composition

Geographic Patterns

Growth Dynamics

Energy Consumption Over Time: Animation

Interactive Exploration

Shiny App 1: State Energy Mix: https://m-zaki.shinyapps.io/Energy_Mix_App/

Shiny App 2: State Comparison: https://m-zaki.shinyapps.io/State_Comparison_App/

Shiny App 3: Total State Consumption: https://m-zaki.shinyapps.io/state_energy_app/