The data, compiled by the football statistics site Transfermarkt, illustrates the club's connections across Scotland, England, and beyond over the last decade.

Transfermarkt published its findings this week. The report lists clubs ranging from domestic rivals like Heart of Midlothian and Celtic to international sides such as Argentina's Argentinos Juniors and Denmark's Aarhus GF. This visualisation covers transfer activity from the 2016/17 season through to the present 2026/27 campaign.

What does the transfer network show?

The network map includes every club Livingston has conducted transfer business with, either as a destination for departing players or a source for new arrivals. Scottish Championship opponents like Raith Rovers, Ayr United, and Partick Thistle feature prominently. So do Premiership sides such as Aberdeen, St. Johnstone, and the Glasgow giants. The list extends to English clubs across multiple tiers, including Cardiff City, Sheffield Wednesday, and Wycombe Wanderers. A handful of European clubs, like Italy's Brescia and Sweden's Östersunds FK, also appear.

This data provides a snapshot of Livingston's recruitment and sales strategy. It shows a heavy reliance on the Scottish market while maintaining links to clubs in England's lower leagues. The club's current squad is built on this foundation, with players arriving from a mix of these listed clubs.

How does this relate to the current season?

This historical context arrives as Livingston sit 5th in the Scottish Championship table. They have 6 points from five matches, with two wins and three losses. Their goal difference is exactly zero, having scored and conceded four goals each. The team's recent form reads LLWLW, a sequence they will aim to improve upon.

Manager David Martindale and his staff regularly use such data in planning. Understanding past pathways helps identify potential markets for future signings. With the next transfer window months away, this analysis offers a retrospective look at how the squad was assembled. Fans can track the team's progress in the standings as the season develops.

Which clubs are the most frequent partners?

While the report does not specify exact transaction volumes, the sheer number of linked clubs is notable. Alongside obvious Scottish connections, links to clubs like Plymouth Argyle, Blackburn Rovers, and Coventry City stand out. There are also ties to now-defunct or renamed sides, such as the original Airdrieonians and Gretna, highlighting transfers from earlier in the decade.

The presence of clubs like Newcastle United and Manchester United likely relates to youth player movements or loan deals. Links to non-league and junior Scottish sides, including Broxburn Athletic and East Kilbride, show the club's scouting reach within the country. This network is a key resource for a club operating in the Championship.

What's next for Livingston?

The immediate focus shifts from the data table back to the pitch. Livingston's next match is a home fixture against Inverness Caledonian Thistle on Saturday, 19 September 2026. Inverness CT currently occupy 9th place in the league. It presents a key opportunity for Livingston to build points at the Tony Macaroni Arena.

You can view the full schedule, including this key home game, on the club's fixtures page. The team trails league leaders Stenhousemuir by seven points, making a positive result against Inverness important for keeping pace near the top of the table. The match kicks off at 3pm.