Data research for Football Manager

During the development of each generation of Football Manager, we update millions of important pieces of data in the database to present managers with the most complete and realistic football world.

During the development of each generation of Football Manager, we update millions of important pieces of data in the database to present managers with the most complete and realistic football world.

Our research team is spread across the globe, with researchers from different countries. They prepare research reports and submit corresponding data update suggestions throughout the year. These changes will affect all aspects of the game, including upgrades to player data, changes to league and game data, etc.

Because these updates are so important to your game world, and we know managers are curious about how research teams work. I will take this opportunity to introduce in detail the workflow of the research team in Football Manager 2024.

First, let me introduce the organizational structure of the research team. We have approximately 100 principal investigators located around the world, each responsible for research in their own country. Their first priority is to ensure that the analysis adequately reflects the true picture of football in the country.

Led by the chief researcher, we also have more than 1,500 assistant researchers responsible for conducting more detailed research at the club level. These assistant researchers are usually core fans of the corresponding club and they closely follow the team's performance in all aspects. Their research is important as it relates to whether the game truly reflects a club's performance on key metrics. Research includes aspects such as team uniforms, preferred tactical formations, playing styles and, of course, assessment of the attributes and abilities of key players.

After completing the process described above, associate researchers submit their suggestions for data modifications to the principal investigator in their region. Meanwhile, internally, we perform extensive database queries and analysis to troubleshoot any anomalies. When we believe there are issues with the data, we contact the relevant researchers for feedback.

While player, league and club assessments are ongoing throughout the year, the data update process for Football Manager 2024 officially started in April this year. This time point coincides with the peak of data updates, ensuring that the release of each generation of games can keep up with the rhythm of data updates. This key node is after the European League ends. At this time, the research team will review the past season. They will refer to summer transfer transactions and various events of last season to further improve the data.

If a player moves on, typically their statistics will remain the same until the player has played a sufficient number of games with their new club before we conduct a new round of assessments. Players' attributes are evaluated based on their previous and recent performance to ensure that their performance in the game is consistent with that in real life. However, there are exceptions. If the research team notices that a player quickly establishes himself in the first team after being transferred in real life, but does not make the team roster in the game, then we will accelerate the new process. round of evaluation.

All changes to the database are managed by Sports Interactive's internal team prior to the game's release, and all data is locked approximately three weeks before the game's release. The following numbers will give you a more comprehensive understanding of the amount of data changes. More than 13 million data changes have been made in "Football Manager 2024". Taking the regional database as an example, the Swedish database has had There were more than 300,000 changes, and the Turkish database had more than 450,000 changes.

Database updates are critical to the functionality of the game. To ensure the game is released on time, we lock down the database to ensure the game is delivered to all distribution platforms on time and is ready for managers - whether you are enjoying a realistic football experience on your computer or in Create a new save in "Football Manager 2024 Console Edition" and prepare to lead the team to glory.

In order to ensure that managers get the best gaming experience, we conduct rigorous testing on approximately 2 million data changes every month, which is a crucial step. Our testing team works hard to find and fix all potential data errors to ensure they don't have any impact on your game.

You can also report any bugs you encounter to us via our forum. We will evaluate your feedback as soon as possible and fix related problems as soon as possible.

Although the database is now locked, assessments are ongoing. Our lead researchers and research assistants regularly visit clubs and players to accurately document real-world changes.

We will have two large data updates, the first of which will be released shortly after the official version goes live, and the second of which will be released between February and March of the following year, coinciding with the closing of the winter transfer window. Since database changes have a large impact on the game, we conduct comprehensive testing of all data changes (including minor updates/hotfixes) throughout the season to ensure the integrity of the game.

Research teams around the world submit millions of data modification suggestions every month. This frequent and high-quality data update ensures that Football Manager reflects a realistic world of football. I hope that after reading this blog post, you will have a deeper understanding of how the Sports Interactive research team operates. "Football Manager 2024" is now officially launched on all platforms. It's time to join in "Football Manager" again, use your management skills as a manager, and create new stories with the club.

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