Project 23: Birth Chart Similarity and Career Outcomes (Sign-Based)
Methodology
- Features: Planetary Signs (Sun through Node), One-Hot Encoded.
- Metric: Cosine Similarity between feature vectors.
- Zodiacs: Tropical and Vedic (Lahiri).
- Sample: 95 celebrities (Merged Dataset: Manual + scraped).
- Data Merging: Prior 24 manually selected celebrities (Tech/Music/Science) + additional non-duplicates from project 6.
- Categories: Tech, Music, Science, Arts, Politics, Sports.
Findings
| Mode | Within Mean | Between Mean | p-value | Conclusion. |
|---|---|---|---|---|
| Tropical | 0.101533 | 0.092016 | 0.060701 | NOT Significant |
| Vedic | 0.112330 | 0.091947 | 0.000086 | SIGNIFICANT |
Interpretation
Some significant clustering observed.