Pausanias Analysis - Large-Place Neighbor Count

Large-Place Neighbor Count

The number of operational neighbours classified as large network places.

Stored model field: large_place_neighbor_count

+0.178standardized coefficient

Survivescurrent direction

255observations summarized

Large-place connectionsfeature group

How It Is Calculated

Identify places in the top configured quantile for either graph degree or PageRank, then count how many of the focal place's local neighbours belong to that set.

What a higher value means

The place has ties to more highly connected places in the MANTO graph.

Important qualification. “Large” means network-prominent under the configured threshold, not physically large or historically populous.

Current Model Cohort

These descriptive statistics use the current labelled cohort after aliases have been collapsed to one row per MANTO place.

Group	N	Mean	Q3	Maximum
All labelled places	255	2	2	33
Survives	204	2	2	20
Does not survive	51	3	2	33

Examples from the Current Data

Examples are descriptive checks on the calculated feature. Their outcome labels report what Pausanias says; they do not establish that the feature caused survival or abandonment.

Examples with high recorded values

Place	MANTO ID	Value	Pausanias reports
🌍 Thebes (Boiotia)	`8253960`	33	Does not survive
🌍 Coroneia (Thessaly)	`11307380`	20	Survives
🌍 Aigina (island)	`9587597`	19	Survives
🌍 Libya (North Africa)	`8253951`	19	Does not survive
🌍 Trachis (Thessaly)	`8254033`	18	Does not survive
🌍 Haliartos (Boiotia)	`9651956`	15	Survives

Examples with low recorded values

Place	MANTO ID	Pausanias reports
🌍 Abia (Messenia)	`10113505`	Survives
🌍 Ace (Arcadia)	`10214517`	Survives
🌍 Acharnai (Attica)	`10153056`	Survives
🌍 Acriai (Laconia)	`10149418`	Survives
🌍 Aegina (Epidauria)	`11308185`	Survives
🌍 Agrai (Attica)	`10151548`	Survives

Interpretation in the Predictive Model

Its current standardized coefficient is +0.178, pointing toward survives. This means that a one-standard-deviation increase changes the fitted log odds in that direction while the other included features are held fixed.

Because the connectedness features are correlated and the model's out-of-fold performance is weak, this is a conditional association—not a standalone ranking, causal effect, or historical explanation.

Related Features

Data Scope

The feature is calculated from MANTO release 19446255 using evidence dated strictly before Pausanias.
The current labelled cohort contains 255 distinct MANTO places.
The prediction target is whether Pausanias reports a place as surviving or not surviving, not its modern archaeological condition.
Feature values and examples may change when MANTO releases, links, labels, or feature definitions are revised.

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