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An overview of analytical An overview of analytical findings and recent developments findings and recent developments Roger Nelson, Director Roger Nelson, Director Peter Bancel, Principal Analyst Peter Bancel, Principal Analyst Global Consciousness Project Global Consciousness Project http://noosphere.princeton.edu http://noosphere.princeton.edu What's Happening In the What's Happening In the Global Consciousness Global Consciousness Project? Project?

An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

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Page 1: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

An overview of analytical An overview of analytical findings and recent developmentsfindings and recent developments

Roger Nelson, DirectorRoger Nelson, DirectorPeter Bancel, Principal AnalystPeter Bancel, Principal Analyst

Global Consciousness ProjectGlobal Consciousness Projecthttp://noosphere.princeton.eduhttp://noosphere.princeton.edu

What's Happening In the What's Happening In the Global Consciousness Global Consciousness

Project?Project?

Page 2: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

StructureWhere there should be none

There is “some there there” Odds less than 1 in 1,000,000 Two independent measures Correlated response to events Distance structure Time structure Psychological structure Data anomalies vs selection A sampling of explorations

Page 3: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

http://noosphere.princeton.edu/egghosts/

A World Spanning Network of REGs (EGGs)

Google Map of nodes

Page 4: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Internet transfer of data to Princeton It looks random: Combined dataFor a whole day, about 60 eggs

Page 5: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Average cumulative deviationshown by the black dotted line

We can see better what’s happening byPlotting cumulative deviations (2 - df)

Page 6: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Formal tests: First identify major events Then ask if there is a trend of accumulating deviations

Figures show sequential history of a sample ofData collected in a pre-defined time period

The test statistic is the terminal value

Page 7: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

September 11 2001 Destruction of the World Trade Towers

A 50-hour trend followed the attacks

Two days

Page 8: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Synchronized Meditation Half a million people aroud the world

Page 9: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

New Years Eve 1999-2008 (10 years 37 time zones)

Average Variance Decrease

Page 10: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Concatenate almost 10 years of formal data 250 rigorously defined global events

Odds: Million to 1 against chance

Small effect: The average Z-score is about 0.35

Page 11: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Independent Statistics

First order, S1, is called Netvar Second order, S2, is called

Covar

S2:

S1:

Page 12: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Control data, 1000 Resamplings of Database

S1+S2

S1

S2

Event data contain Highly significant correlations

Page 13: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Independent MeasuresSimulate Netvar with average effect Calculate Covar for same “events”

Blue = random Netvar

Red = random Covar

Page 14: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Time structure: Sliding the “event” away From the actual event time producesDrop-off for both Netvar and Covar

Blue = Network Variance

Red = Global Covariance

Correlatedmeasures

Event+/- 15 days

Dispersion = Netvar+Covar

Page 15: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Time structureCorrelation of two independent measuresZ-scores maximal for events ~ 1-2 hours

What might explain this?

Page 16: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Distance StructureIndependent measures, distance scaleBoth are driven by inter-reg correlation

Blue: pair-product data in 1000 km binsRed: simulation in 7 event pseudo-sets

Green line: regression fit to real dataBlue line: regression fit simulation data

Yellow: weighting for regression

Page 17: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project
Page 18: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project
Page 19: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Psychology: Netvar and Covar ResponseDiffers for Categories of events

Blue = NetvarRed = CovarGold = Relative DF

Page 20: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Netvar and Covar ResponseCorrelation in “Super” Categories

Blue = NetvarRed = CovarGreen = CorrelationGold = Relative DF

Page 21: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

ANOVAInteraction: Statistic x Category

Blue = Netvar Red = Covar

Event Data Simulation Data

Page 22: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

2-Way ANOVA: Netvar and Covar Statistic by Category Interaction

Data Sort P-value

3 categories 0.008

6 categories 0.057

6 cats + astro 0.042

6 cats +wcup 0.039

6 + astro + wcup 0.028

Page 23: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Daily Rhythm?Only exact 24 hour “day” shows

Evidence of correlation with consciousness

Explorations

Page 24: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

Long term trend suggests Searching for external correlates

Social variable: Presidential Approval

Raw Approval Rating2 Parameter model fit

F = a (value) + b (slope)Red = polls

Blue = data

Red = polls

Blue = data

It is important to rememberthis is a correlation. There is no assertion of causation.

Explorations

Page 25: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

All Earthquakes, Richter 6 or More Cumulative Deviation of Covariance

Controls (no humans affected)Ocean Quakes +/- 30 hours

Quakes on Land +/- 30 hours

Same trend, independent subsets Begin early ~ 8 hours before quake

Consciousness impliedPremonition suggested

Page 26: An overview of analytical findings and recent developments Roger Nelson, Director Peter Bancel, Principal Analyst Global Consciousness Project

GCP/EGG ProjectGCP/EGG ProjectThe people who make it goThe people who make it go

International collaboration of 100 Scientists, Artists, Friends, …

Peter Bancel, Paris, professional analysis, collaborationWilliam Treurniet, Canada, egganalysis programmingJohn Walker, Switzerland, programming, general supportRichard & Connie Adams, USA, general supportPaul Bethke, USA, windows programming, networkDick Bierman, Netherlands, design and realtime displayDean Radin, USA, design and independent analysisBrad Anderson, USA, widget programmingTaylor Jackson, Canada, realtime display maintenanceGreg & Lefty Nelson, USA, program architecture, general supportFernando Rodríguez, Spain, egghosts google mapLeane Roffey, USA, music, outreach, general supportJaroen Ruuward, Netherlands, realtime programmingDick Shoup, USA, independent analysisNishith Singh, India, realtime programmingMahadeva Srinivasan, India, general support… And all the EGG hosts around the world