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All books ▸ The Big Astrology Book of Research ▸ Machine Learning Feature Importance

The Big Astrology Book of Research

Welcome Index Summary

How to use this book

Introduction to project 1

Results of project 1

Birth pattern analysis

Temporal Patterns Visualization

analysis_results.csv

new_analysis_results.csv

process-data_moon_only.py

process_wealthy_moon.png

project1_longitudinal_results.csv

process_real_data.py

real_data_analysis_results.csv

real_data_moon_tithi_results.csv

wealthy_birthdata_v2.csv

wealthy_moon_analysis.csv

wealthy_moon_results.csv

Introduction to project 2

Results of project 2

merged_data.csv

Advanced economic analysis

Polar cycle analysis

Polar economic cycle of Jupiter and Saturn

analysis_results_full.csv

analysis_results.csv

Jupiter to Neptune economic cycle

Jupiter to Uranus economic cycle

Jupiter to Pluto economic cycle

Mars to Jupiter economic cycle

Mars to Saturn economic cycle

Mars to Uranus economic cycle

Mars to Neptune economic cycle

Mars to Pluto economic cycle

Saturn to Uranus economic cycle

Saturn to Neptune economic cycle

Saturn to Pluto economic cycle

Uranus to Neptune economic cycle

Uranus to Pluto economic cycle

Neptune to Pluto economic cycle

Economic cycle looking at Mars only

Economic cycle looking at Jupiter only

Economic cycle looking at Saturn only

Economic cycle looking at Uranus only

Economic cycle looking at Neptune only

Economic cycle looking at Pluto only

Introduction to project 3

Results of project 3

analysis_results.csv

clean_analysis_daily_metrics.csv

Clean lunar analysis nobias

nyc_daily_ed_visits.csv

process_nyc_data.py

Introduction to project 4

Results of project 4

Geographic Analysis

analysis_results.py

Introduction to project 5

Results of project 5

Retrograde Analysis

Retrograde Residuals

analysis_results.csv

analysis_results_clean.csv

clean_analysis_v2.py

Introduction to project 6

Results of project 6

Harmonic Analysis

analysis_results.csv

celebrity_data.py

Introduction to project 7

Results of project 7

Jupiter Cycle and Openness

Mars Cycle and Extroversion

Saturn Cycle and Conscientiousness

Machine Learning Classification

Machine Learning Feature Importance

analysis_results.csv

analysis_ml_profession.py

analysis_cyclic.py

analysis_cyclic_results.csv

check_saturn_dip.py

correlations.csv

age_cyclic_results.csv

age_controlled_results.csv

Introduction to project 8

Results of project 8

precession_data.csv

analysis_results.csv

analysis_zodiac_test.py

analysis_zodiac_results.csv

analysis_zodiac_v2.py

analysis_zodiac_v3.py

Introduction to project 9

Results of project 9

Solar Sentiment Analysis

merged_data.csv

analysis_results.csv

Introduction to project 10

Results of project 10

Mars-Mars Distribution

Personal Heatmap

fetch_couples_data.py

new_couples_wikidata.csv

analysis_results.csv

analysis_cosine.py

visualize_results.py

Introduction to project 11

Results of project 11

celebrity_data.csv

analysis_results.csv

Introduction to project 12

Results of project 12

Market Volatility Analysis

market_aspect_data.csv

analysis_results.csv

Introduction to project 13

Results for project 13

celebrity_personality_data.csv

analysis_results.csv

Introduction to project 14

Results of project 14

analysis_results.csv

Introduction to project 15

Results of project 15

Famous birth orders

fetch_pantheon_siblings.py

extract_wls_data.py

birth_order_real_data.csv

inspect_pantheon.py

inspect_values.py

pantheon_analysis_results.csv

pantheon_with_birth_order.csv

person_2025_update.csv

analysis_pantheon.py

analysis_results.csv

Introduction to project 16

Results of project 16

genius_data.csv

analysis_results.csv

Introduction to project 17

Results of project 17

Event Transit Analysis

analysis_results.csv

Introduction to project 18

Results of project 18

Distribution Arts

Distribution Literature

Distribution Entertainment

Distribution Philosophy

Distribution Science

Distribution Sports

Distribution Politics

celebrity_data.py

analysis_results.csv

agreement_matrix.csv

Introduction to project 19

Results of project 19

Mundane Analysis

Jupiter Saturn Cycle

Jupiter Neptune Cycle

Jupiter Uranus Cycle

Jupiter Pluto Cycle

Saturn Neptune Cycle

Saturn Uranus Cycle

Saturn Pluto Cycle

Uranus Neptune Cycle

Uranus Pluto Cycle

event_cosine_data.csv

analysis_results.csv

Introduction to project 20

Results of project 20

Tropical Fitness Landscape

Vedic Fitness Landscape

celebrity_data.py

celebrity_data.csv

Genetic Algorithm Rules Tropical

Genetic Algorithm Rules Vedic

remove_duplicates.py

visualize_ga_process.py

analysis_results_tropical_extended.csv

analysis_results_vedic_extended.csv

Introduction to project 21

Results of project 21

MVI Distribution

911 Distribution

Categorical Effect Size

Categorical Significance

analysis_results.csv

Introduction to project 22

Results of project 22

Moon Sign Weather

Temperature Plot by Tithi

Precipitation Plot

analysis_results.csv

astro_data_generator.py

astro_weather_features.csv

element_precipitation_pivot_north.csv

element_precipitation_pivot_south.csv

element_precipitation_pivot.csv

full_analysis_results.csv

full_analysis_results_north.csv

full_analysis_results_south.csv

lunar_days_table.py

precipitation_analysis.py

precipitation_by_tithi.csv

process_astro_data.py

select_stations.py

statistical_test.py

temperature_analysis.py

weather_data_full_checkpoint.csv

weather_data_full_North_checkpoint.csv

weather_data_full_South_checkpoint.csv

weather_data.csv

weather_with_astro_full.csv

Introduction to project 23

Results of project 23

Archetype Heatmap Tropical Arts

Archetype Heatmap Tropical Entertainment

Archetype Heatmap Tropical Literature

Archetpe Heatmap Tropical Music

Archetype Heatmap Tropical Philosophy

Archetype Tropical Heatmap Politics

Archetype Heatmap Tropical Science

Archetype Heatmap Tropical Sports

Archetype Heatmap Tropical Tech

Archetype Heatmap Vedic Arts

Archetype Heatmap Vedic Entertainment

Archetype Heatmap Vedic Literature

Archetype Heatmap Vedic Music

Archetype Heatmap Vedic Philosophy

Archetype Heatmap Vedic Politics

Archetype Heatmap Vedic Science

Archetype Heatmap Vedic Sports

Archetype Heatmap Vedic Tech

Similarity Bar Chart

celebrity_data.py

analysis_results.csv

analysis_comparative_results.csv

Introduction to project 24

Results of project 24

Astrological Factors Dashboard

Electional Analysis

Large Scale Electional Analysis

Introduction to project 25

Results of project 25

Statistical Thinking

Star Orb Tightness

Fixed Stars Analysis

Heatmap Category Star

Heatmap Star Planet

celebrity_data.csv

detailed_conjunctions.csv

fixed_stars_data.csv

statistical_permutation_test.py

permutation_test_results.csv

visualize_results.py

detailed_conjunctions.csv

Introduction to project 26

Results of project 26

Aspect Distributions

Regression Formula Coeefficients

Survival Curve Divorce

Survival Curve Widowhood

Survival Curve Total

Synastry Boxplot

Synastry Correlation Heatmap

Synastry Difference Heatmap

fetch_couples_data.py

find_best_formula.py

new_couples_wikidata.csv

visualize_compatibility.py

visualize_heatmap.py

visualize_kde.py

Introduction to project 27

Results of project 27

Horary Analysis

generate_data.py

horary_data.csv

synthetic_horary_data.csv

analysis_results.csv

Introduction to project 28

Results of project 28

Solar House Heatmap

Element Heatmap

solar_houses_processed.csv

Introduction to project 29

Results of project 29

Asteroid Sign Distribution

Asteroid Sun Conjunctions

celebrity_data.csv

celebrity_data_with_asteroids.csv

celebrity_data_asteroids_tagged.csv

Introduction to project 30

Results of project 30

Chinese Zodiac Heatmap

Introduction to project 31

Results of project 31

Pair Significances

Outbreak Heatmap

analysis_data_full_century.csv

analysis_data_12body_cosine.csv

analsis_v1_aspects.py

Introduction to project 32

Results of project 32

Accuracy by Category

Horizon vs Outcome

predictions_data.csv

Introduction to project 33

Results of project 33

Total Chart Dignities

Total Chart Dignities in Vedic

Dignity Heatmap

Dignity Heatmap in Vedic

genius_data.csv

dignities_analyzed.py

analysis_vedic.py

dignities_analyzed_vedic.py

Introduction to project 34

Results of project 34

Cosine Analysis

cosine_analysis.py

analysis_results.csv

Next: analysis.py