This paper focuses on creating synthetic geometric datasets of planar coils, specifically four- vertex spiral planar coils. The conception of geometry is the first and initial phase. Traditional methods involve using CAD software with manual design to make these coils, but this approach automates this process using a script in the Visual Studio Code environment employing Python code and the Turtle library, which is utilized for its execution of complex algorithmic design logic. It can make patterned shapes based on a sequence of code instructions. This method is for the purpose of batch creation of shapes with various parameters using loops, reducing creation time. The generated datasets can be exported as DXF files, which are compatible with Finite Element Method (FEM) software such as COMSOL and ANSYS, facilitating the next steps of simulations for electromagnetic analysis.