Faraday Paradox Experiment — Analysis Notebook

1. Introduction#

• Purpose of the analysis
• Summary of collected data

2. Data Import#

• Load raw measurements
• Validate data integrity

3. Time-Series Analysis#

• induced EMF vs. rotation rate
• resonance envelope activation over time

4. Field Visualization#

• vector field plots
• spin‑field alignment snapshots
• resonance envelope heatmaps

5. Comparison to Classical EM#

• expected induction curves
• deviations observed in substrate simulations

6. Discussion#

• interpretation of paradox‑class behavior
• resonance‑substrate implications

7. Conclusions#

• summary of findings
• next steps for experimental refinement