Synthetic Electrochemical Impedance Spectra Generator

# Synthetic Electrochemical Impedance Spectra Generator This Python script generates synthetic EIS spectra for predefined circuits using the `impedance.models.circuits.CustomCircuit` library. It simulates realistic experimental datasets for educational purposes, incorporating random file names, missing values, and empty files. ## Features- **Circuit Modeling**: Supports circuits like `R0-C0`, `R0-p(R1,C1)`, etc., with randomized parameters.- **Custom Frequency Range**: Logarithmic sweep from \(10^5\) to \(10^{-2}\) Hz.- **Realistic Data Challenges**: - Random 3-line headers in files. - Missing values in every other 100th file. - Empty data in every 100th file. ## Output Format- **Columns**: `Freq_Hz`, `Re_Z_Ohm`, `-Im_Z_Ohm`, `|Z|_Ohm`, `Phase_deg`.- **File Naming**: Random 8-character alphanumeric strings. Customize circuits, frequency range, and data patterns as needed.