Jupyter Notebook

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Get started with Spark's API using our Jupyter Notebook Python code samples.

Take a look at our Analytics Gallery to download Python scripts analysing the market using Spark API datasets.

Download the .ipynb starter scripts below, or explore our GitHub page.

Freight

Spark Freight - Historical Contract Prices

Freight Download .ipynb ↓

Spark Freight - Routes

Freight Download .ipynb ↓

Cargo

Spark Cargo - Historical Contract Prices

Cargo Download .ipynb ↓

Spark Cargo - Netbacks

Updated

Cargo Download .ipynb ↓

Spark Cargo - Arb Breakevens

Cargo Download .ipynb ↓

Hubs Cargo

Spark Hubs - LNG Cargo (FOB/DES)

New

Hubs Cargo Download .ipynb ↓

Access

Spark Access - Regas Costs

Access Download .ipynb ↓

Spark Access - Regas Slots

Access Download .ipynb ↓

Spark Access - DES Hub Netbacks

Access Download .ipynb ↓

Spark Access - FOB Hub Netbacks

New

Access Download .ipynb ↓

Intraday

Spark Intraday Contracts - (Live, Hist., Revisions)

Updated

Intraday Download .ipynb ↓

Spark Intraday - Arbs (Live, Hist., Revisions)

Updated

Intraday Download .ipynb ↓

Spark Intraday - Arb Breakevens (Live, Hist., Revisions)

Updated

Intraday Download .ipynb ↓

Intraday EoD

Spark EoD - Contracts

Updated

Intraday EoD Download .ipynb ↓

Gas

Spark Gas - Contracts

New

Gas Download .ipynb ↓

Gas Transit

Spark Gas Transit - Transit Costs

New

Gas Transit Download .ipynb ↓

Spark Gas Transit - Tariff Calendar & Cost Changelog

New

Gas Transit Download .ipynb ↓

Having trouble with our scripts?

Reach out to our dedicated API team at data@sparkcommodities.com