Monte Carlo Analysis
Advanced G25 Analysis Tool

Monte Carlo G25 Simulator

Model your ancestry with optimization algorithms. Adjust populations, compute genetic distances, and visualize results with treegrams and similarity maps.

Populations

18 / 18 selected

Your G25 Coordinates

Supports Vahaduo, G25 Dodecanomics, and raw coordinate formats

Analysis Configuration

1K100K

Works like the distance slider — higher = more precise but slower. Controls how many optimization attempts the algorithm runs to find the best ancestry fit.

320

Populations

18

Iterations

10,000

Coordinates

Demo Sample

Genetic Distance

18 populations
Current: 0.500
#PopulationDistanceFit
1
Rusyn
0.000000Excellent
2
Hutsul
0.007273Excellent
3
Polish Podkarpackie
0.015480Excellent
4
Dolinyan
0.028196Great
5
Ukrainian Zakarpattia
0.029533Great
6
Lemko Poland
0.030228Great
7
Slovakia Lemko
0.036876Great
8
Polish Lesser Poland
0.036876Great
9
White Croat
0.038110Great
10
Boyko
0.040898Great
11
Romanian Maramureș
0.047476Good
12
Romania Transylvania
0.057276Good
13
Košice
0.168617Distant
14
Polish-Lithuanian Commonwealth
0.184590Distant
15
Pannonian Rusyn
0.186819Distant
16
Ukrainian Ivano-Frankivsk
0.187985Distant
17
Austria-Hungary
0.192856Distant
18
Romani
0.213353Distant

Analysis Settings

Active Populations18

Ancestry Breakdown

Vahaduo
Δ0.00000
Rusyn100%
Fit score100.0%

Dominant Ancestry

1Rusyn
Excellent0.000000
2Hutsul
Excellent0.007273
3Polish Podkarpackie
Excellent0.015480
4Dolinyan
Great0.028196
5Ukrainian Zakarpattia
Great0.029533

18

Populations Analyzed

Best Fit Distance

10,000

Iterations Completed

Demo Sample

Sample Name

How Monte Carlo Analysis Works

Our simulator uses advanced optimization algorithms to model your genetic ancestry against reference populations

Input Coordinates

Paste your G25 coordinates in any format — Vahaduo, G25 Dodecanomics, or raw numbers

Configure Parameters

Select reference populations, distance metric, and iteration count

Run Simulation

Monte Carlo algorithm optimizes population proportions to find best fit

Explore Results

View distances, treegrams, and geographic similarity maps

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