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Features

GLMI Features represent the underlying components driving marginality.

What GLMI Features include​

These include:

  • Supply availability
  • Regional demand conditions
  • Infrastructure constraints
  • Shipping and logistics dynamics

Features are designed for systematic analysis and scenario exploration.

Trade-flow features count cross-basin flows only. In the IEA pipeline-trade source, Russia is mapped to the ASIA_PAC exporter basin, so ASIA_PAC trade-flow columns describe Russian pipeline exports, not Asia-Pacific LNG (a documented limitation; the headline score does not read these columns).

Accessing GLMI Features​

from snowtrail import Snowtrail
client = Snowtrail(api_key="your-api-key")

# Fetch GLMI features (e.g. liquefaction)
df = client.glmi.liquefaction(date_from="2024-01-01")

# All methods return pandas DataFrames
print(df.head())